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Backend release branch to main (#1822)

Browse source 
* Create deploy_be_staging.yml (#1575)

* Imputing income using geographic neighbors (#1559)

Imputes income field with a light refactor. Needs more refactor and more tests (I spotchecked). Next ticket will check and address but a lot of "narwhal" architecture is here.

* Adding HOLC indicator (#1579)

Added HOLC indicator (Historic Redlining Score) from NCRC work; included 3.25 cutoff and low income as part of the housing burden category.

* Update backend for Puerto Rico (#1686)

* Update PR threshold count to 10

We now show 10 indicators for PR. See the discussion on the github issue for more info: https://github.com/usds/justice40-tool/issues/1621

* Do not use linguistic iso for Puerto Rico

Closes 1350.

Co-authored-by: Shelby Switzer <shelbyswitzer@gmail.com>

* updating

* Do not drop Guam and USVI from ETL (#1681)

* Remove code that drops Guam and USVI from ETL

* Add back code for dropping rows by FIPS code

We may want this functionality, so let's keep it and just make the constant currently be an empty array.

Co-authored-by: Shelby Switzer <shelbyswitzer@gmail.com>

* Emma nechamkin/holc patch (#1742)

Removing HOLC calculation from score narwhal.

* updating ejscreen data, try two (#1747)

* Rescaling linguistic isolation  (#1750)

Rescales linguistic isolation to drop puerto rico

* adds UST indicator (#1786)

adds leaky underground storage tanks

* Changing LHE in tiles to a boolean (#1767)

also includes merging / clean up of the release

* added indoor plumbing to chas

* added indoor plumbing to score housing burden

* added indoor plumbing to score housing burden

* first run through

* Refactor DOE Energy Burden and COI to use YAML (#1796)

* added tribalId for Supplemental dataset (#1804)

* Setting zoom levels for tribal map (#1810)

* NRI dataset and initial score YAML configuration (#1534)

* update be staging gha

* NRI dataset and initial score YAML configuration

* checkpoint

* adding data checks for release branch

* passing tests

* adding INPUT_EXTRACTED_FILE_NAME to base class

* lint

* columns to keep and tests

* update be staging gha

* checkpoint

* update be staging gha

* NRI dataset and initial score YAML configuration

* checkpoint

* adding data checks for release branch

* passing tests

* adding INPUT_EXTRACTED_FILE_NAME to base class

* lint

* columns to keep and tests

* checkpoint

* PR Review

* renoving source url

* tests

* stop execution of ETL if there's a YAML schema issue

* update be staging gha

* adding source url as class var again

* clean up

* force cache bust

* gha cache bust

* dynamically set score vars from YAML

* docsctrings

* removing last updated year - optional reverse percentile

* passing tests

* sort order

* column ordening

* PR review

* class level vars

* Updating DatasetsConfig

* fix pylint errors

* moving metadata hint back to code

Co-authored-by: lucasmbrown-usds <lucas.m.brown@omb.eop.gov>

* Correct copy typo (#1809)

* Add basic test suite for COI (#1518)

* Update COI to use new yaml (#1518)

* Add tests for DOE energy budren (1518

* Add dataset config for energy budren (1518)

* Refactor ETL to use datasets.yml (#1518)

* Add fake GEOIDs to COI tests (#1518)

* Refactor _setup_etl_instance_and_run_extract to base (#1518)

For the three classes we've done so far, a generic
_setup_etl_instance_and_run_extract will work fine, for the moment we
can reuse the same setup method until we decide future classes need more
flexibility --- but they can also always subclass so...

* Add output-path tests (#1518)

* Update YAML to match constant (#1518)

* Don't blindly set float format (#1518)

* Add defaults for extract (#1518)

* Run YAML load on all subclasses (#1518)

* Update description fields (#1518)

* Update YAML per final format (#1518)

* Update fixture tract IDs (#1518)

* Update base class refactor (#1518)

Now that NRI is final I needed to make a small number of updates to my
refactored code.

* Remove old comment (#1518)

* Fix type signature and return (#1518)

* Update per code review (#1518)

Co-authored-by: Jorge Escobar <83969469+esfoobar-usds@users.noreply.github.com>
Co-authored-by: lucasmbrown-usds <lucas.m.brown@omb.eop.gov>
Co-authored-by: Vim <86254807+vim-usds@users.noreply.github.com>

* Update etl_score_geo.py

Yikes! Fixing merge messup!

* Create deploy_be_staging.yml (#1575)

* Imputing income using geographic neighbors (#1559)

Imputes income field with a light refactor. Needs more refactor and more tests (I spotchecked). Next ticket will check and address but a lot of "narwhal" architecture is here.

* Adding HOLC indicator (#1579)

Added HOLC indicator (Historic Redlining Score) from NCRC work; included 3.25 cutoff and low income as part of the housing burden category.

* Update backend for Puerto Rico (#1686)

* Update PR threshold count to 10

We now show 10 indicators for PR. See the discussion on the github issue for more info: https://github.com/usds/justice40-tool/issues/1621

* Do not use linguistic iso for Puerto Rico

Closes 1350.

Co-authored-by: Shelby Switzer <shelbyswitzer@gmail.com>

* updating

* Do not drop Guam and USVI from ETL (#1681)

* Remove code that drops Guam and USVI from ETL

* Add back code for dropping rows by FIPS code

We may want this functionality, so let's keep it and just make the constant currently be an empty array.

Co-authored-by: Shelby Switzer <shelbyswitzer@gmail.com>

* Emma nechamkin/holc patch (#1742)

Removing HOLC calculation from score narwhal.

* updating ejscreen data, try two (#1747)

* Rescaling linguistic isolation  (#1750)

Rescales linguistic isolation to drop puerto rico

* adds UST indicator (#1786)

adds leaky underground storage tanks

* Changing LHE in tiles to a boolean (#1767)

also includes merging / clean up of the release

* added indoor plumbing to chas

* added indoor plumbing to score housing burden

* added indoor plumbing to score housing burden

* first run through

* Refactor DOE Energy Burden and COI to use YAML (#1796)

* added tribalId for Supplemental dataset (#1804)

* Setting zoom levels for tribal map (#1810)

* NRI dataset and initial score YAML configuration (#1534)

* update be staging gha

* NRI dataset and initial score YAML configuration

* checkpoint

* adding data checks for release branch

* passing tests

* adding INPUT_EXTRACTED_FILE_NAME to base class

* lint

* columns to keep and tests

* update be staging gha

* checkpoint

* update be staging gha

* NRI dataset and initial score YAML configuration

* checkpoint

* adding data checks for release branch

* passing tests

* adding INPUT_EXTRACTED_FILE_NAME to base class

* lint

* columns to keep and tests

* checkpoint

* PR Review

* renoving source url

* tests

* stop execution of ETL if there's a YAML schema issue

* update be staging gha

* adding source url as class var again

* clean up

* force cache bust

* gha cache bust

* dynamically set score vars from YAML

* docsctrings

* removing last updated year - optional reverse percentile

* passing tests

* sort order

* column ordening

* PR review

* class level vars

* Updating DatasetsConfig

* fix pylint errors

* moving metadata hint back to code

Co-authored-by: lucasmbrown-usds <lucas.m.brown@omb.eop.gov>

* Correct copy typo (#1809)

* Add basic test suite for COI (#1518)

* Update COI to use new yaml (#1518)

* Add tests for DOE energy budren (1518

* Add dataset config for energy budren (1518)

* Refactor ETL to use datasets.yml (#1518)

* Add fake GEOIDs to COI tests (#1518)

* Refactor _setup_etl_instance_and_run_extract to base (#1518)

For the three classes we've done so far, a generic
_setup_etl_instance_and_run_extract will work fine, for the moment we
can reuse the same setup method until we decide future classes need more
flexibility --- but they can also always subclass so...

* Add output-path tests (#1518)

* Update YAML to match constant (#1518)

* Don't blindly set float format (#1518)

* Add defaults for extract (#1518)

* Run YAML load on all subclasses (#1518)

* Update description fields (#1518)

* Update YAML per final format (#1518)

* Update fixture tract IDs (#1518)

* Update base class refactor (#1518)

Now that NRI is final I needed to make a small number of updates to my
refactored code.

* Remove old comment (#1518)

* Fix type signature and return (#1518)

* Update per code review (#1518)

Co-authored-by: Jorge Escobar <83969469+esfoobar-usds@users.noreply.github.com>
Co-authored-by: lucasmbrown-usds <lucas.m.brown@omb.eop.gov>
Co-authored-by: Vim <86254807+vim-usds@users.noreply.github.com>

* Update etl_score_geo.py

Yikes! Fixing merge messup!

* updated to fix linting errors (#1818)

Cleans and updates base branch

* Adding back MapComparison video

* Add FUDS ETL (#1817)

* Add spatial join method (#1871)

Since we'll need to figure out the tracts for a large number of points
in future tickets, add a utility to handle grabbing the tract geometries
and adding tract data to a point dataset.

* Add FUDS, also jupyter lab (#1871)

* Add YAML configs for FUDS (#1871)

* Allow input geoid to be optional (#1871)

* Add FUDS ETL, tests, test-datae noteobook (#1871)

This adds the ETL class for Formerly Used Defense Sites (FUDS). This is
different from most other ETLs since these FUDS are not provided by
tract, but instead by geographic point, so we need to assign FUDS to
tracts and then do calculations from there.

* Floats -> Ints, as I intended (#1871)

* Floats -> Ints, as I intended (#1871)

* Formatting fixes (#1871)

* Add test false positive GEOIDs (#1871)

* Add gdal binaries (#1871)

* Refactor pandas code to be more idiomatic (#1871)

Per Emma, the more pandas-y way of doing my counts is using np.where to
add the values i need, then groupby and size. It is definitely more
compact, and also I think more correct!

* Update configs per Emma suggestions (#1871)

* Type fixed! (#1871)

* Remove spurious import from vscode (#1871)

* Snapshot update after changing col name (#1871)

* Move up GDAL (#1871)

* Adjust geojson strategy (#1871)

* Try running census separately first (#1871)

* Fix import order (#1871)

* Cleanup cache strategy (#1871)

* Download census data from S3 instead of re-calculating (#1871)

* Clarify pandas code per Emma (#1871)

* Disable markdown check for link

* Adding DOT composite to travel score (#1820)

This adds the DOT dataset to the ETL and to the score. Note that currently we take a percentile of an average of percentiles.

* Adding first street foundation data (#1823)

Adding FSF flood and wildfire risk datasets to the score.

* first run -- adding NCLD data to the ETL, but not yet to the score

* Add abandoned mine lands data (#1824)

* Add notebook to generate test data (#1780)

* Add Abandoned Mine Land data (#1780)

Using a similar structure but simpler apporach compared to FUDs, add an
indicator for whether a tract has an abandonded mine.

* Adding some detail to dataset readmes

Just a thought!

* Apply feedback from revieiw (#1780)

* Fixup bad string that broke test (#1780)

* Update a string that I should have renamed (#1780)

* Reduce number of threads to reduce memory pressure (#1780)

* Try not running geo data (#1780)

* Run the high-memory sets separately (#1780)

* Actually deduplicate (#1780)

* Add flag for memory intensive ETLs (#1780)

* Document new flag for datasets (#1780)

* Add flag for new datasets fro rebase (#1780)

Co-authored-by: Emma Nechamkin <97977170+emma-nechamkin@users.noreply.github.com>

* Adding NLCD data (#1826)

Adding NLCD's natural space indicator end to end to the score.

* Add donut hole calculation to score (#1828)

Adds adjacency index to the pipeline. Requires thorough QA

* Adding eamlis and fuds data to legacy pollution in score (#1832)

Update to add EAMLIS and FUDS data to score

* Update to use new FSF files (#1838)

backend is partially done!

* Quick fix to kitchen or plumbing indicator

Yikes! I think I messed something up and dropped the pctile field suffix from when the KP score gets calculated. Fixing right quick.

* Fast flag update (#1844)

Added additional flags for the front end based on our conversation in stand up this morning.

* Tiles fix (#1845)

Fixes score-geo and adds flags

* Update etl_score_geo.py

* Issue 1827: Add demographics to tiles and download files (#1833)

* Adding demographics for use in sidebar and download files

* Updates backend constants to N (#1854)

* updated to show T/F/null vs T/F for AML and FUDS (#1866)

* fix markdown

* just testing that the boolean is preserved on gha

* checking drop tracts works

* OOPS!

Old changes persisted

* adding a check to the agvalue calculation for nri

* updated with error messages

* updated error message

* tuple type

* Score tests (#1847)

* update Python version on README; tuple typing fix

* Alaska tribal points fix (#1821)

* Bump mistune from 0.8.4 to 2.0.3 in /data/data-pipeline (#1777)

Bumps [mistune](https://github.com/lepture/mistune) from 0.8.4 to 2.0.3.
- [Release notes](https://github.com/lepture/mistune/releases)
- [Changelog](https://github.com/lepture/mistune/blob/master/docs/changes.rst)
- [Commits](https://github.com/lepture/mistune/compare/v0.8.4...v2.0.3)

---
updated-dependencies:
- dependency-name: mistune
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* poetry update

* initial pass of score tests

* add threshold tests

* added ses threshold (not donut, not island)

* testing suite -- stopping for the day

* added test for lead proxy indicator

* Refactor score tests to make them less verbose and more direct (#1865)

* Cleanup tests slightly before refactor (#1846)

* Refactor score calculations tests

* Feedback from review

* Refactor output tests like calculatoin tests (#1846) (#1870)

* Reorganize files (#1846)

* Switch from lru_cache to fixture scorpes (#1846)

* Add tests for all factors (#1846)

* Mark smoketests and run as part of be deply (#1846)

* Update renamed var (#1846)

* Switch from named tuple to dataclass (#1846)

This is annoying, but pylint in python3.8 was crashing parsing the named
tuple. We weren't using any namedtuple-specific features, so I made the
type a dataclass just to get pylint to behave.

* Add default timout to requests (#1846)

* Fix type (#1846)

* Fix merge mistake on poetry.lock (#1846)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: Jorge Escobar <jorge.e.escobar@omb.eop.gov>
Co-authored-by: Jorge Escobar <83969469+esfoobar-usds@users.noreply.github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Matt Bowen <83967628+mattbowen-usds@users.noreply.github.com>
Co-authored-by: matt bowen <matthew.r.bowen@omb.eop.gov>

* just testing that the boolean is preserved on gha (#1867)

* updated with hopefully a fix; coercing aml, fuds, hrs to booleans for the raw value to preserve null character.

* Adding tests to ensure proper calculations (#1871)

* just testing that the boolean is preserved on gha
* checking drop tracts works
* adding a check to the agvalue calculation for nri
* updated with error messages

* tribal tiles fix (#1874)

* Alaska tribal points fix (#1821)

* tribal tiles fix

* disabling child opportunity

* lint

* removing COI

* removing commented out code

* Pipeline tile tests (#1864)

* temp update

* updating with fips check

* adding check on pfs

* updating with pfs test

* Update test_tiles_smoketests.py

* Fix lint errors (#1848)

* Add column names test (#1848)

* Mark tests as smoketests (#1848)

* Move to other score-related tests (#1848)

* Recast Total threshold criteria exceeded to int (#1848)

In writing tests to verify the output of the tiles csv matches the final
score CSV, I noticed TC/Total threshold criteria exceeded was getting
cast from an int64 to a float64 in the process of PostScoreETL. I
tracked it down to the line where we merge the score dataframe with
constants.DATA_CENSUS_CSV_FILE_PATH --- there where > 100 tracts in the
national census CSV that don't exist in the score, so those ended up
with a Total threshhold count of np.nan, which is a float, and thereby
cast those columns to float. For the moment I just cast it back.

* No need for low memeory (#1848)

* Add additional tests of tiles.csv (#1848)

* Drop pre-2010 rows before computing score (#1848)

Note this is probably NOT the optimal place for this change; it might
make more sense for each source to filter its own tracts down to the
acceptable tract list. However, that would be a pretty invasive change,
where this is central and plenty of other things are happening in score
transform that could be moved to sources, so for today, here's where the
change will live.

* Fix typo (#1848)

* Switch from filter to inner join (#1848)

* Remove no-op lines from tiles (#1848)

* Apply feedback from review, linter (#1848)

* Check the values oeverything in the frame (#1848)

* Refactor checker class (#1848)

* Add test for state names (#1848)

* cleanup from reviewing my own code (#1848)

* Fix lint error (#1858)

* Apply Emma's feedback from review (#1848)

* Remove refs to national_df (#1848)

* Account for new, fake nullable bools in tiles (#1848)

To handle a geojson limitation, Emma converted some nullable boolean
colunms to float64 in the tiles export with the values {0.0, 1.0, nan},
giving us the same expressiveness. Sadly, this broke my assumption that
all columns between the score and tiles csvs would have the same dtypes,
so I need to account for these new, fake bools in my test.

* Use equals instead of my worse version (#1848)

* Missed a spot where we called _create_score_data (#1848)

* Update per safety (#1848)

Co-authored-by: matt bowen <matthew.r.bowen@omb.eop.gov>

* Add tests to make sure each source makes it to the score correctly (#1878)

* Remove unused persistent poverty from score (#1835)

* Test a few datasets for overlap in the final score (#1835)

* Add remaining data sources (#1853)

* Apply code-review feedback (#1835)

* Rearrange a little for readabililty (#1835)

* Add tract test (#1835)

* Add test for score values (#1835)

* Check for unmatched source tracts (#1835)

* Cleanup numeric code to plaintext (#1835)

* Make import more obvious (#1835)

* Updating traffic barriers to include low pop threshold (#1889)

Changing the traffic barriers to only be included for places with recorded population

* Remove no land tracts from map (#1894)

remove from map

* Issue 1831: missing life expectancy data from Maine and Wisconsin (#1887)

* Fixing missing states and adding tests for states to all classes

* Removing low pop tracts from FEMA population loss (#1898)

dropping 0 population from FEMA

* 1831 Follow up (#1902)

This code causes no functional change to the code. It does two things:

1. Uses difference instead of - to improve code style for working with sets.

2. Removes the line EXPECTED_MISSING_STATES = ["02", "15"], which is now redundant because of the line I added (in a previous pull request) of ALASKA_AND_HAWAII_EXPECTED_IN_DATA = False.

* Add tests for all non-census sources (#1899)

* Refactor CDC life-expectancy (1554)

* Update to new tract list (#1554)

* Adjust for tests (#1848)

* Add tests for cdc_places (#1848)

* Add EJScreen tests (#1848)

* Add tests for HUD housing (#1848)

* Add tests for GeoCorr (#1848)

* Add persistent poverty tests (#1848)

* Update for sources without zips, for new validation (#1848)

* Update tests for new multi-CSV but (#1848)

Lucas updated the CDC life expectancy data to handle a bug where two
states are missing from the US Overall download. Since virtually none of
our other ETL classes download multiple CSVs directly like this, it
required a pretty invasive new mocking strategy.

* Add basic tests for nature deprived (#1848)

* Add wildfire tests (#1848)

* Add flood risk tests (#1848)

* Add DOT travel tests (#1848)

* Add historic redlining tests (#1848)

* Add tests for ME and WI (#1848)

* Update now that validation exists (#1848)

* Adjust for validation (#1848)

* Add health insurance back to cdc places (#1848)

Ooops

* Update tests with new field (#1848)

* Test for blank tract removal (#1848)

* Add tracts for clipping behavior

* Test clipping and zfill behavior (#1848)

* Fix bad test assumption (#1848)

* Simplify class, add test for tract padding (#1848)

* Fix percentage inversion, update tests (#1848)

Looking through the transformations, I noticed that we were subtracting
a percentage that is usually between 0-100 from 1 instead of 100, and so
were endind up with some surprising results. Confirmed with lucasmbrown-usds

* Add note about first street data (#1848)

* Issue 1900: Tribal overlap with Census tracts (#1903)

* working notebook

* updating notebook

* wip

* fixing broken tests

* adding tribal overlap files

* WIP

* WIP

* WIP, calculated count and names

* working

* partial cleanup

* partial cleanup

* updating field names

* fixing bug

* removing pyogrio

* removing unused imports

* updating test fixtures to be more realistic

* cleaning up notebook

* fixing black

* fixing flake8 errors

* adding tox instructions

* updating etl_score

* suppressing warning

* Use projected CRSes, ignore geom types (#1900)

I looked into this a bit, and in general the geometry type mismatch
changes very little about the calculation; we have a mix of
multipolygons and polygons. The fastest thing to do is just not keep
geom type; I did some runs with it set to both True and False, and
they're the same within 9 digits of precision. Logically we just want to
overlaps, regardless of how the actual geometries are encoded between
the frames, so we can in this case ignore the geom types and feel OKAY.

I also moved to projected CRSes, since we are actually trying to do area
calculations and so like, we should. Again, the change is small in
magnitude but logically more sound.

* Readd CDC dataset config (#1900)

* adding comments to fips code

* delete unnecessary loggers

Co-authored-by: matt bowen <matthew.r.bowen@omb.eop.gov>

* Improve score test documentation based on Lucas's feedback (#1835) (#1914)

* Better document base on Lucas's feedback (#1835)

* Fix typo (#1835)

* Add test to verify GEOJSON matches tiles (#1835)

* Remove NOOP line (#1835)

* Move GEOJSON generation up for new smoketest (#1835)

* Fixup code format (#1835)

* Update readme for new somketest (#1835)

* Cleanup source tests (#1912)

* Move test to base for broader coverage (#1848)

* Remove duplicate line (#1848)

* FUDS needed an extra mock (#1848)

* Add tribal count notebook (#1917) (#1919)

* Add tribal count notebook (#1917)

* test without caching

* added comment

Co-authored-by: lucasmbrown-usds <lucas.m.brown@omb.eop.gov>

* Add tribal overlap to downloads (#1907)

* Add tribal data to downloads (#1904)

* Update test pickle with current cols (#1904)

* Remove text of tribe names from GeoJSON (#1904)

* Update test data (#1904)

* Add tribal overlap to smoketests (#1904)

* Issue 1910: Do not impute income for 0 population tracts (#1918)

* should be working, has unnecessary loggers

* removing loggers and cleaning up

* updating ejscreen tests

* adding tests and responding to PR feedback

* fixing broken smoke test

* delete smoketest docs

* updating click

* updating click

* Bump just jupyterlab (#1930)

* Fixing link checker (#1929)

* Update deps safety says are vulnerable (#1937) (#1938)

Co-authored-by: matt bowen <matt@mattbowen.net>

* Add demos for island areas (#1932)

* Backfill population in island areas (#1882)

* Update smoketest to account for backfills (#1882)

As I wrote in the commend:
We backfill island areas with data from the 2010 census, so if THOSE tracts
have data beyond the data source, that's to be expected and is fine to pass.
If some other state or territory does though, this should fail

This ends up being a nice way of documenting that behavior i guess!

* Fixup lint issues (#1882)

* Add in race demos to 2010 census pull (#1851)

* Add backfill data to score (#1851)

* Change column name (#1851)

* Fill demos after the score (#1851)

* Add income back, adjust test (#1882)

* Apply code-review feedback (#1851)

* Add test for island area backfill (#1851)

* Fix bad rename (#1851)

* Reorder download fields, add plumbing back (#1942)

* Add back lack of plumbing fields (#1920)

* Reorder fields for excel (#1921)

* Reorder excel fields (#1921)

* Fix formating, lint errors, pickes (#1921)

* Add missing plumbing col, fix order again (#1921)

* Update that pickle (#1921)

* refactoring tribal (#1960)

* updated with scoring comparison

* updated for narhwal -- leaving commented code in for now

* pydantic upgrade

* produce a string for the front end to ingest (#1963)

* wip

* i believe this works -- let's see the pipeline

* updated fixtures

* Adding ADJLI_ET (#1976)

* updated tile data

* ensuring adjli_et in

* Add back income percentile (#1977)

* Add missing field to download (#1964)

* Remove pydantic since it's unused (#1964)

* Add percentile to CSV (#1964)

* Update downloadable pickle (#1964)

* Issue 105: Configure and run `black` and other pre-commit hooks (clean branch) (#1962)

* Configure and run `black` and other pre-commit hooks

Co-authored-by: matt bowen <matthew.r.bowen@omb.eop.gov>

* Removing fixed python version for black (#1985)

* Fixup TA_COUNT and TA_PERC (#1991)

* Change TA_PERC, change TA_COUNT (#1988, #1989)

- Make TA_PERC_STR back into a nullable float following the rules
  requestsed in #1989
- Move TA_COUNT to be TA_COUNT_AK, also add a null TA_COUNT_C for CONUS
  that we can fill in later.

* Fix typo comment (#1988)

* Issue 1992: Do not impute income for null population tracts (#1993)

* Hotfix for DOT data source DNS issue (#1999)

* Make tribal overlap set score N (#2004)

* Add "Is a Tribal DAC" field (#1998)

* Add tribal DACs to score N final (#1998)

* Add new fields to downloads (#1998)

* Make a int a float (#1998)

* Update field names, apply feedback (#1998)

* Add assertions around codebook (#2014)

* Add assertion around codebook (#1505)

* Assert csv and excel have same cols (#1505)

* Remove suffixes from tribal lands (#1974) (#2008)

* Data source location (#2015)

* data source location

* toml

* cdc_places

* cdc_svi_index

* url updates

* child oppy and dot travel

* up to hud_recap

* completed ticket

* cache bust

* hud_recap

* us_army_fuds

* Remove vars the frontend doesn't use (#2020) (#2022)

I did a pretty rough and simple analysis of the variables we put in the
tiles and grepped the frontend code to see if (1) they're ever accessed
and (2) if they're used, even if they're read once. I removed everything
I noticed was not accessed.

* Disable file size limits on tiles (#2031)

* Disable file size limits on tiles

* Remove print debugs

I know.

* Update file name pattern (#2037) (#2038)

* Update file name pattern (#2037)

* Remove ETL from generation (2037)

I looked more carefully, and this ETL step isn't used in the score, so
there's no need to run it every time. Per previous steps, I removed it
from constants so the code is there it won't run by default.

* Round ALL the float fields for the tiles (#2040)

* Round ALL the float fields for the tiles (#2033)

* Floor in a simpler way (#2033)

Emma pointed out that all teh stuff we're doing in floor_series is
probably unnecessary for this case, so just use the built-in floor.

* Update pickle I missed (#2033)

* Clean commit of just aggregate burden notebook (#1819)

added a burden notebook

* Update the dockerfile (#2045)

* Update so the image builds (#2026)

* Fix bad dict (2026)

* Rename census tract field in downloads (#2068)

* Change tract ID field name (2060)

* Update lockfile (#2061)

* Bump safety, jupyter, wheel (#2061)

* DOn't depend directly on wheel (2061)

* Bring narwhal reqs in line with main

* Update tribal area counts (#2071)

* Rename tribal area field (2062)

* Add missing file (#2062)

* Add checks to create version (#2047) (#2052)

* Fix failing safety (#2114)

* Ignore vuln that doesn't affect us 2113

https://nvd.nist.gov/vuln/detail/CVE-2022-42969 landed recently and
there's no fix in py (which is maintenance mode). From my analysis, that
CVE cannot hurt us (famous last words), so we'll ignore the vuln for
now.

* 2113 Update our gdal ppa

* that didn't work (2113)

* Don't add the PPA, the package exists (#2113)

* Fix type (#2113)

* Force an update of wheel 2113

* Also remove PPA line from create-score-versions

* Drop 3.8 because of wheel 2113

* Put back 3.8, use newer actions

* Try another way of upgrading wheel 2113

* Upgrade wheel in tox too 2113

* Typo fix 2113

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: Emma Nechamkin <97977170+emma-nechamkin@users.noreply.github.com>
Co-authored-by: Shelby Switzer <shelby.c.switzer@omb.eop.gov>
Co-authored-by: Shelby Switzer <shelbyswitzer@gmail.com>
Co-authored-by: Emma Nechamkin <Emma.J.Nechamkin@omb.eop.gov>
Co-authored-by: Matt Bowen <83967628+mattbowen-usds@users.noreply.github.com>
Co-authored-by: Jorge Escobar <83969469+esfoobar-usds@users.noreply.github.com>
Co-authored-by: lucasmbrown-usds <lucas.m.brown@omb.eop.gov>
Co-authored-by: Jorge Escobar <jorge.e.escobar@omb.eop.gov>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: matt bowen <matthew.r.bowen@omb.eop.gov>
Co-authored-by: matt bowen <matt@mattbowen.net>
This commit is contained in:
Vim 2022-12-01 18:50:54 -08:00 • committed by GitHub
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14
data/data-pipeline/data_pipeline/tests/conftest.py
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@ -3,7 +3,6 @@ from pathlib import Path
from shutil import copyfile
import pytest
from data_pipeline.config import settings
from data_pipeline.etl.base import ExtractTransformLoad
@ -52,3 +51,16 @@ def mock_etl(monkeypatch, mock_paths) -> None:
data_path, tmp_path = mock_paths
monkeypatch.setattr(ExtractTransformLoad, "DATA_PATH", data_path)
monkeypatch.setattr(ExtractTransformLoad, "TMP_PATH", tmp_path)
def pytest_collection_modifyitems(config, items):
keywordexpr = config.option.keyword
markexpr = config.option.markexpr
if keywordexpr or markexpr:
return # let pytest handle this
smoketest = "smoketest"
skip_mymarker = pytest.mark.skip(reason=f"{smoketest} not selected")
for item in items:
if smoketest in item.keywords:
item.add_marker(skip_mymarker)

0
data/data-pipeline/data_pipeline/tests/score/__init__.py Normal file
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230
data/data-pipeline/data_pipeline/tests/score/fixtures.py Normal file
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@ -0,0 +1,230 @@
import pandas as pd
import pytest
from data_pipeline.config import settings
from data_pipeline.etl.score import constants
from data_pipeline.score.field_names import GEOID_TRACT_FIELD
@pytest.fixture(scope="session")
def final_score_df():
return pd.read_csv(
settings.APP_ROOT / "data" / "score" / "csv" / "full" / "usa.csv",
dtype={GEOID_TRACT_FIELD: str},
low_memory=False,
)
@pytest.fixture()
def census_acs_df():
census_acs_csv = constants.DATA_PATH / "dataset" / "census_acs" / "usa.csv"
return pd.read_csv(
census_acs_csv,
dtype={GEOID_TRACT_FIELD: "string"},
low_memory=False,
)
@pytest.fixture()
def ejscreen_df():
ejscreen_csv = constants.DATA_PATH / "dataset" / "ejscreen" / "usa.csv"
return pd.read_csv(
ejscreen_csv,
dtype={GEOID_TRACT_FIELD: "string"},
low_memory=False,
)
@pytest.fixture()
def hud_housing_df():
hud_housing_csv = (
constants.DATA_PATH / "dataset" / "hud_housing" / "usa.csv"
)
return pd.read_csv(
hud_housing_csv,
dtype={GEOID_TRACT_FIELD: "string"},
low_memory=False,
)
@pytest.fixture()
def cdc_places_df():
cdc_places_csv = constants.DATA_PATH / "dataset" / "cdc_places" / "usa.csv"
return pd.read_csv(
cdc_places_csv,
dtype={GEOID_TRACT_FIELD: "string"},
low_memory=False,
)
@pytest.fixture()
def census_acs_median_incomes_df():
census_acs_median_incomes_csv = (
constants.DATA_PATH
/ "dataset"
/ "census_acs_median_income_2019"
/ "usa.csv"
)
return pd.read_csv(
census_acs_median_incomes_csv,
dtype={GEOID_TRACT_FIELD: "string"},
low_memory=False,
)
@pytest.fixture()
def cdc_life_expectancy_df():
cdc_life_expectancy_csv = (
constants.DATA_PATH / "dataset" / "cdc_life_expectancy" / "usa.csv"
)
return pd.read_csv(
cdc_life_expectancy_csv,
dtype={GEOID_TRACT_FIELD: "string"},
low_memory=False,
)
@pytest.fixture()
def doe_energy_burden_df():
doe_energy_burden_csv = (
constants.DATA_PATH / "dataset" / "doe_energy_burden" / "usa.csv"
)
return pd.read_csv(
doe_energy_burden_csv,
dtype={GEOID_TRACT_FIELD: "string"},
low_memory=False,
)
@pytest.fixture()
def national_risk_index_df():
return pd.read_csv(
constants.DATA_PATH / "dataset" / "national_risk_index" / "usa.csv",
dtype={GEOID_TRACT_FIELD: "string"},
low_memory=False,
)
@pytest.fixture()
def dot_travel_disadvantage_df():
return pd.read_csv(
constants.DATA_PATH / "dataset" / "travel_composite" / "usa.csv",
dtype={GEOID_TRACT_FIELD: "string"},
low_memory=False,
)
@pytest.fixture()
def fsf_fire_df():
return pd.read_csv(
constants.DATA_PATH / "dataset" / "fsf_wildfire_risk" / "usa.csv",
dtype={GEOID_TRACT_FIELD: "string"},
low_memory=False,
)
@pytest.fixture()
def fsf_flood_df():
return pd.read_csv(
constants.DATA_PATH / "dataset" / "fsf_flood_risk" / "usa.csv",
dtype={GEOID_TRACT_FIELD: "string"},
low_memory=False,
)
@pytest.fixture()
def nature_deprived_df():
return pd.read_csv(
constants.DATA_PATH / "dataset" / "nlcd_nature_deprived" / "usa.csv",
dtype={GEOID_TRACT_FIELD: "string"},
low_memory=False,
)
@pytest.fixture()
def eamlis_df():
return pd.read_csv(
constants.DATA_PATH / "dataset" / "eamlis" / "usa.csv",
dtype={GEOID_TRACT_FIELD: "string"},
low_memory=False,
)
@pytest.fixture()
def fuds_df():
return pd.read_csv(
constants.DATA_PATH / "dataset" / "us_army_fuds" / "usa.csv",
dtype={GEOID_TRACT_FIELD: "string"},
low_memory=False,
)
@pytest.fixture()
def geocorr_urban_rural_df():
geocorr_urban_rural_csv = (
constants.DATA_PATH / "dataset" / "geocorr" / "usa.csv"
)
return pd.read_csv(
geocorr_urban_rural_csv,
dtype={GEOID_TRACT_FIELD: "string"},
low_memory=False,
)
@pytest.fixture()
def census_decennial_df():
census_decennial_csv = (
constants.DATA_PATH / "dataset" / "census_decennial_2010" / "usa.csv"
)
return pd.read_csv(
census_decennial_csv,
dtype={GEOID_TRACT_FIELD: "string"},
low_memory=False,
)
@pytest.fixture()
def census_2010_df():
census_2010_csv = (
constants.DATA_PATH / "dataset" / "census_acs_2010" / "usa.csv"
)
return pd.read_csv(
census_2010_csv,
dtype={GEOID_TRACT_FIELD: "string"},
low_memory=False,
)
@pytest.fixture()
def hrs_df():
hrs_csv = constants.DATA_PATH / "dataset" / "historic_redlining" / "usa.csv"
return pd.read_csv(
hrs_csv,
dtype={GEOID_TRACT_FIELD: "string"},
low_memory=False,
)
@pytest.fixture()
def national_tract_df():
national_tract_csv = constants.DATA_CENSUS_CSV_FILE_PATH
return pd.read_csv(
national_tract_csv,
names=[GEOID_TRACT_FIELD],
dtype={GEOID_TRACT_FIELD: "string"},
low_memory=False,
header=None,
)
@pytest.fixture()
def tribal_overlap():
tribal_overlap = (
constants.DATA_PATH / "dataset" / "tribal_overlap" / "usa.csv"
)
return pd.read_csv(
tribal_overlap,
dtype={GEOID_TRACT_FIELD: "string"},
low_memory=False,
)

292
data/data-pipeline/data_pipeline/tests/score/test_calculation.py Normal file
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@ -0,0 +1,292 @@
# flake8: noqa: W0613,W0611,F811
from dataclasses import dataclass
import pytest
from data_pipeline.score import field_names
from data_pipeline.score.score_narwhal import ScoreNarwhal
from data_pipeline.utils import get_module_logger
from .fixtures import final_score_df # pylint: disable=unused-import
logger = get_module_logger(__name__)
pytestmark = pytest.mark.smoketest
@dataclass
class PercentileTestConfig:
percentile_column_name: str
threshold_column_name: str
threshold: float
percentile_column_need_suffix: bool = True
@property
def full_percentile_column_name(self):
if self.percentile_column_need_suffix:
return (
self.percentile_column_name
+ field_names.PERCENTILE_FIELD_SUFFIX
)
return self.percentile_column_name
def _check_percentile_against_threshold(df, config: PercentileTestConfig):
"""Note - for the purpose of testing, this fills with False"""
is_minimum_flagged_ok = (
df[df[config.threshold_column_name].fillna(False)][
config.full_percentile_column_name
].min()
>= config.threshold
)
is_maximum_not_flagged_ok = (
df[~df[config.threshold_column_name].fillna(False)][
config.full_percentile_column_name
].max()
< config.threshold
)
errors = []
if not is_minimum_flagged_ok:
errors.append(
f"For column {config.threshold_column_name}, there is someone flagged below {config.threshold} percentile!"
)
if not is_maximum_not_flagged_ok:
errors.append(
f"For column {config.threshold_column_name}, there is someone not flagged above {config.threshold} percentile!"
)
return errors
def test_percentile_columns(final_score_df):
low_income = PercentileTestConfig(
field_names.POVERTY_LESS_THAN_200_FPL_IMPUTED_FIELD,
field_names.FPL_200_SERIES_IMPUTED_AND_ADJUSTED,
ScoreNarwhal.LOW_INCOME_THRESHOLD,
)
population_loss = PercentileTestConfig(
field_names.EXPECTED_POPULATION_LOSS_RATE_FIELD,
field_names.EXPECTED_POPULATION_LOSS_EXCEEDS_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
agricultural_loss = PercentileTestConfig(
field_names.EXPECTED_AGRICULTURE_LOSS_RATE_FIELD,
field_names.EXPECTED_AGRICULTURAL_LOSS_EXCEEDS_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
building_loss = PercentileTestConfig(
field_names.EXPECTED_BUILDING_LOSS_RATE_FIELD,
field_names.EXPECTED_BUILDING_LOSS_EXCEEDS_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
flood = PercentileTestConfig(
field_names.FUTURE_FLOOD_RISK_FIELD,
field_names.HIGH_FUTURE_FLOOD_RISK_FIELD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
wildfire = PercentileTestConfig(
field_names.FUTURE_WILDFIRE_RISK_FIELD,
field_names.HIGH_FUTURE_WILDFIRE_RISK_FIELD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
low_high_school = PercentileTestConfig(
field_names.HIGH_SCHOOL_ED_FIELD,
field_names.LOW_HS_EDUCATION_FIELD,
ScoreNarwhal.LACK_OF_HIGH_SCHOOL_MINIMUM_THRESHOLD,
percentile_column_need_suffix=False,
)
donut_hole_income = PercentileTestConfig(
field_names.POVERTY_LESS_THAN_200_FPL_IMPUTED_FIELD,
field_names.FPL_200_SERIES_IMPUTED_AND_ADJUSTED_DONUTS,
ScoreNarwhal.LOW_INCOME_THRESHOLD_DONUT,
)
donut_hole_adjacency = PercentileTestConfig(
(field_names.SCORE_N_COMMUNITIES + field_names.ADJACENCY_INDEX_SUFFIX),
field_names.ADJACENT_TRACT_SCORE_ABOVE_DONUT_THRESHOLD,
ScoreNarwhal.SCORE_THRESHOLD_DONUT,
percentile_column_need_suffix=False,
)
diesel = PercentileTestConfig(
field_names.DIESEL_FIELD,
field_names.DIESEL_EXCEEDS_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
dot_burden = PercentileTestConfig(
field_names.DOT_TRAVEL_BURDEN_FIELD,
field_names.DOT_BURDEN_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
traffic_proximity = PercentileTestConfig(
field_names.TRAFFIC_FIELD,
field_names.TRAFFIC_PROXIMITY_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
energy_burden = PercentileTestConfig(
field_names.ENERGY_BURDEN_FIELD,
field_names.ENERGY_BURDEN_EXCEEDS_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
pm25 = PercentileTestConfig(
field_names.PM25_FIELD,
field_names.PM25_EXCEEDS_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
kitchen_plumbing = PercentileTestConfig(
field_names.NO_KITCHEN_OR_INDOOR_PLUMBING_FIELD,
field_names.NO_KITCHEN_OR_INDOOR_PLUMBING_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
# Leadpaint is handled below in a separate method
housing = PercentileTestConfig(
field_names.HOUSING_BURDEN_FIELD,
field_names.HOUSING_BURDEN_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
non_natural_space = PercentileTestConfig(
field_names.TRACT_PERCENT_NON_NATURAL_FIELD_NAME,
field_names.NON_NATURAL_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
rmp = PercentileTestConfig(
field_names.RMP_FIELD,
field_names.RMP_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
npl = PercentileTestConfig(
field_names.NPL_FIELD,
field_names.NPL_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
tsdf = PercentileTestConfig(
field_names.TSDF_FIELD,
field_names.TSDF_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
wastewater = PercentileTestConfig(
field_names.WASTEWATER_FIELD,
field_names.WASTEWATER_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
ust = PercentileTestConfig(
field_names.UST_FIELD,
field_names.UST_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
diabetes = PercentileTestConfig(
field_names.DIABETES_FIELD,
field_names.DIABETES_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
asthma = PercentileTestConfig(
field_names.ASTHMA_FIELD,
field_names.ASTHMA_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
heart_disease = PercentileTestConfig(
field_names.HEART_DISEASE_FIELD,
field_names.HEART_DISEASE_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
low_life_expectancy = PercentileTestConfig(
field_names.LOW_LIFE_EXPECTANCY_FIELD,
field_names.LOW_LIFE_EXPECTANCY_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
unemployment = PercentileTestConfig(
field_names.UNEMPLOYMENT_FIELD,
field_names.UNEMPLOYMENT_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
low_median_income = PercentileTestConfig(
field_names.LOW_MEDIAN_INCOME_AS_PERCENT_OF_AMI_FIELD,
field_names.LOW_MEDIAN_INCOME_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
linguist_isolation = PercentileTestConfig(
field_names.LINGUISTIC_ISO_FIELD,
field_names.LINGUISTIC_ISOLATION_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
poverty = PercentileTestConfig(
field_names.POVERTY_LESS_THAN_100_FPL_FIELD,
field_names.POVERTY_PCTILE_THRESHOLD,
ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD,
)
errors = []
for threshhold_config in (
low_income,
population_loss,
agricultural_loss,
building_loss,
flood,
wildfire,
low_high_school,
donut_hole_income,
donut_hole_adjacency,
dot_burden,
diesel,
traffic_proximity,
energy_burden,
pm25,
kitchen_plumbing,
housing,
non_natural_space,
rmp,
npl,
tsdf,
wastewater,
ust,
diabetes,
asthma,
heart_disease,
low_life_expectancy,
unemployment,
low_median_income,
linguist_isolation,
poverty,
):
errors.extend(
_check_percentile_against_threshold(
final_score_df, threshhold_config
)
)
error_text = "\n".join(errors)
assert not errors, error_text
def test_lead_paint_indicator(
final_score_df,
):
"""We need special logic here because this is a combined threshold, so we need this test to have two parts.
1. We construct our own threshold columns
2. We make sure it's the same as the threshold column in the dataframe
"""
lead_pfs = (
field_names.LEAD_PAINT_FIELD + field_names.PERCENTILE_FIELD_SUFFIX
)
home_val_pfs = (
field_names.MEDIAN_HOUSE_VALUE_FIELD
+ field_names.PERCENTILE_FIELD_SUFFIX
)
combined_proxy_boolean = field_names.LEAD_PAINT_PROXY_PCTILE_THRESHOLD
tmp_lead_threshold = (
final_score_df[lead_pfs] >= ScoreNarwhal.ENVIRONMENTAL_BURDEN_THRESHOLD
)
tmp_mhv_threshold = (
final_score_df[home_val_pfs]
<= ScoreNarwhal.MEDIAN_HOUSE_VALUE_THRESHOLD
)
true_combined_proxy = tmp_lead_threshold & tmp_mhv_threshold
assert (
tmp_mhv_threshold.sum() > 0
), "MHV threshold alone does not capture any homes"
assert final_score_df[combined_proxy_boolean].equals(
true_combined_proxy
), "Lead proxy calculated improperly"
assert (
tmp_lead_threshold.sum() > true_combined_proxy.sum()
), "House value is not further limiting this proxy"

473
data/data-pipeline/data_pipeline/tests/score/test_output.py Normal file
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@ -0,0 +1,473 @@
# flake8: noqa: W0613,W0611,F811,
# pylint: disable=unused-import,too-many-arguments
from dataclasses import dataclass
from typing import List
import numpy as np
import pandas as pd
import pytest
from data_pipeline.etl.score import constants
from data_pipeline.etl.score.constants import TILES_ISLAND_AREA_FIPS_CODES
from data_pipeline.score import field_names
from data_pipeline.score.field_names import GEOID_TRACT_FIELD
from .fixtures import cdc_life_expectancy_df # noqa
from .fixtures import cdc_places_df # noqa
from .fixtures import census_2010_df # noqa
from .fixtures import census_acs_df # noqa
from .fixtures import census_acs_median_incomes_df # noqa
from .fixtures import census_decennial_df # noqa
from .fixtures import doe_energy_burden_df # noqa
from .fixtures import dot_travel_disadvantage_df # noqa
from .fixtures import eamlis_df # noqa
from .fixtures import ejscreen_df # noqa
from .fixtures import final_score_df # noqa
from .fixtures import fsf_fire_df # noqa
from .fixtures import fuds_df # noqa
from .fixtures import geocorr_urban_rural_df # noqa
from .fixtures import hrs_df # noqa
from .fixtures import hud_housing_df # noqa
from .fixtures import national_risk_index_df # noqa
from .fixtures import national_tract_df # noqa
from .fixtures import nature_deprived_df # noqa
from .fixtures import tribal_overlap # noqa
pytestmark = pytest.mark.smoketest
UNMATCHED_TRACT_THRESHOLD = 1000
def _helper_test_count_exceeding_threshold(df, col, error_check=1000):
"""Fills NA with False"""
return df[df[col].fillna(False)].shape[0] >= error_check
def _helper_single_threshold_test(df, col, socioeconomic_column, score_column):
"""Note that this fills nulls in the threshold column where nulls exist"""
nulls_dont_exist = (
df[df[col].fillna(False) & df[socioeconomic_column]][score_column]
.isna()
.sum()
== 0
)
only_trues = df[df[col].fillna(False) & df[socioeconomic_column]][
score_column
].min()
return nulls_dont_exist, only_trues
@dataclass
class ThresholdTestConfig:
name: str
threshhold_columns: List[str]
ses_column_name: str = field_names.FPL_200_SERIES_IMPUTED_AND_ADJUSTED
score_column_name: str = field_names.SCORE_N_COMMUNITIES
@property
def error_message(self):
return f"Eligibility columns have an error, {self.name}"
def check_for_threshhold_errors(
df: pd.DataFrame, config: ThresholdTestConfig
) -> List[str]:
errors = []
for col in config.threshhold_columns:
nulls_dont_exist, only_trues = _helper_single_threshold_test(
df,
col,
config.ses_column_name,
config.score_column_name,
)
proper_threshold_identification = (
_helper_test_count_exceeding_threshold(df, col)
)
if not nulls_dont_exist:
errors.append(
f"For {col}, threshold is not calculated right -- there are NaNs in Score"
)
if not only_trues:
errors.append(
f"For {col} and {config.ses_column_name}, threshold is not calculated right "
f"-- there are Falses where there should only be Trues"
)
if not proper_threshold_identification:
errors.append(
f"Threshold {col} returns too few tracts, are you sure it's nationally-representative?"
)
if errors:
errors.append(config.error_message)
return errors
def test_threshholds(final_score_df):
climate_thresholds = ThresholdTestConfig(
"climate",
[
field_names.EXPECTED_POPULATION_LOSS_EXCEEDS_PCTILE_THRESHOLD,
field_names.EXPECTED_AGRICULTURAL_LOSS_EXCEEDS_PCTILE_THRESHOLD,
field_names.EXPECTED_BUILDING_LOSS_EXCEEDS_PCTILE_THRESHOLD,
field_names.HIGH_FUTURE_FLOOD_RISK_FIELD,
field_names.HIGH_FUTURE_WILDFIRE_RISK_FIELD,
],
)
energy_thresholds = ThresholdTestConfig(
"energy",
[
field_names.ENERGY_BURDEN_EXCEEDS_PCTILE_THRESHOLD,
field_names.PM25_EXCEEDS_PCTILE_THRESHOLD,
],
)
transportation_thresholds = ThresholdTestConfig(
"transportation",
[
field_names.DIESEL_EXCEEDS_PCTILE_THRESHOLD,
field_names.DOT_BURDEN_PCTILE_THRESHOLD,
field_names.TRAFFIC_PROXIMITY_PCTILE_THRESHOLD,
],
)
housing_thresholds = ThresholdTestConfig(
"housing",
[
field_names.HISTORIC_REDLINING_SCORE_EXCEEDED,
field_names.NO_KITCHEN_OR_INDOOR_PLUMBING_PCTILE_THRESHOLD,
field_names.LEAD_PAINT_PROXY_PCTILE_THRESHOLD,
field_names.HOUSING_BURDEN_PCTILE_THRESHOLD,
field_names.NON_NATURAL_PCTILE_THRESHOLD,
],
)
pollution_thresholds = ThresholdTestConfig(
"pollution",
[
field_names.RMP_PCTILE_THRESHOLD,
field_names.NPL_PCTILE_THRESHOLD,
field_names.TSDF_PCTILE_THRESHOLD,
field_names.AML_BOOLEAN,
field_names.ELIGIBLE_FUDS_BINARY_FIELD_NAME,
],
)
water_thresholds = ThresholdTestConfig(
"water",
[
field_names.WASTEWATER_PCTILE_THRESHOLD,
field_names.UST_PCTILE_THRESHOLD,
],
)
health_thresholds = ThresholdTestConfig(
"health",
[
field_names.DIABETES_PCTILE_THRESHOLD,
field_names.ASTHMA_PCTILE_THRESHOLD,
field_names.HEART_DISEASE_PCTILE_THRESHOLD,
field_names.LOW_LIFE_EXPECTANCY_PCTILE_THRESHOLD,
],
)
workforce_base_thresholds = ThresholdTestConfig(
"workforce (not island areas)",
[
field_names.UNEMPLOYMENT_PCTILE_THRESHOLD,
field_names.LOW_MEDIAN_INCOME_PCTILE_THRESHOLD,
field_names.LINGUISTIC_ISOLATION_PCTILE_THRESHOLD,
field_names.POVERTY_PCTILE_THRESHOLD,
],
ses_column_name=field_names.LOW_HS_EDUCATION_FIELD,
)
errors = []
for threshhold_config in [
climate_thresholds,
energy_thresholds,
transportation_thresholds,
housing_thresholds,
pollution_thresholds,
water_thresholds,
health_thresholds,
workforce_base_thresholds,
]:
errors.extend(
check_for_threshhold_errors(final_score_df, threshhold_config)
)
error_text = "\n".join(errors)
assert not errors, error_text
def test_max_40_percent_DAC(final_score_df):
score_col_with_donuts = field_names.FINAL_SCORE_N_BOOLEAN
total_population_col = field_names.TOTAL_POP_FIELD
assert (
final_score_df[score_col_with_donuts].isna().sum() == 0
), f"Error: {score_col_with_donuts} contains NULLs"
assert (
final_score_df[final_score_df[score_col_with_donuts]][
total_population_col
].sum()
/ final_score_df[total_population_col].sum()
) < 0.4, "Error: the scoring methodology identifies >40% of people in the US as disadvantaged"
assert (
final_score_df[score_col_with_donuts].sum() > 0
), "FYI: You've identified no tracts at all!"
def test_donut_hole_addition_to_score_n(final_score_df):
score_col_with_donuts = field_names.FINAL_SCORE_N_BOOLEAN
score_col = field_names.SCORE_N_COMMUNITIES
donut_hole_score_only = (
field_names.SCORE_N_COMMUNITIES + field_names.ADJACENT_MEAN_SUFFIX
)
count_donuts = final_score_df[donut_hole_score_only].sum()
count_n = final_score_df[score_col].sum()
count_n_with_donuts = final_score_df[score_col_with_donuts].sum()
new_donuts = final_score_df[
final_score_df[donut_hole_score_only] & ~final_score_df[score_col]
].shape[0]
assert (
new_donuts + count_n == count_n_with_donuts
), "The math doesn't work! The number of new donut hole tracts plus score tracts (base) does not equal the total number of tracts identified"
assert (
count_donuts < count_n
), "There are more donut hole tracts than base tracts. How can it be?"
assert (
new_donuts > 0
), "FYI: The adjacency index is doing nothing. Consider removing it?"
def test_data_sources(
final_score_df,
hud_housing_df,
ejscreen_df,
census_acs_df,
cdc_places_df,
census_acs_median_incomes_df,
cdc_life_expectancy_df,
doe_energy_burden_df,
national_risk_index_df,
dot_travel_disadvantage_df,
fsf_fire_df,
nature_deprived_df,
eamlis_df,
fuds_df,
geocorr_urban_rural_df,
census_decennial_df,
census_2010_df,
hrs_df,
tribal_overlap,
):
data_sources = {
key: value for key, value in locals().items() if key != "final_score_df"
}
# For each data source that's injected via the fixtures, do the following:
# * Ensure at least one column from the source shows up in the score
# * Ensure any tracts NOT in the data source are NA/null in the score
# * Ensure the data source doesn't have a large number of tract IDs that are not
# included in the final score, since that implies the source is using 2020
# tract IDs
# * Verify that the data from the source that's in the final score output
# is the "equal" to the data from the ETL, allowing for the minor
# differences that come from floating point comparisons
for data_source_name, data_source in data_sources.items():
final = "_final"
df: pd.DataFrame = final_score_df.merge(
data_source,
on=GEOID_TRACT_FIELD,
indicator="MERGE",
suffixes=(final, f"_{data_source_name}"),
how="outer",
)
# Make our lists of columns for later comparison
core_cols = data_source.columns.intersection(
final_score_df.columns
).drop(GEOID_TRACT_FIELD)
data_source_columns = [f"{col}_{data_source_name}" for col in core_cols]
final_columns = [f"{col}{final}" for col in core_cols]
assert (
final_columns
), f"No columns from data source show up in final score in source {data_source_name}"
# Make sure we have NAs for any tracts in the final data that aren't
# included in the data source
has_additional_non_null_tracts = not np.all(
df[df.MERGE == "left_only"][final_columns].isna()
)
if has_additional_non_null_tracts:
# We backfill island areas with data from the 2010 census, so if THOSE tracts
# have data beyond the data source, that's to be expected and is fine to pass.
# If some other state or territory does though, this should fail
left_only = df.loc[(df.MERGE == "left_only")]
left_only_has_value = left_only.loc[
~df[final_columns].isna().all(axis=1)
]
fips_with_values = set(
left_only_has_value[field_names.GEOID_TRACT_FIELD].str[0:2]
)
non_island_fips_codes = fips_with_values.difference(
TILES_ISLAND_AREA_FIPS_CODES
)
assert not non_island_fips_codes
# Make sure the datasource doesn't have a ton of unmatched tracts, implying it
# has moved to 2020 tracts
assert len(df[df.MERGE == "right_only"]) < UNMATCHED_TRACT_THRESHOLD
df = df[df.MERGE == "both"]
# Compare every column for equality, using close equality for numerics and
# `equals` equality for non-numeric columns
for final_column, data_source_column in zip(
data_source_columns, final_columns
):
error_message = (
f"Column {final_column} not equal "
f"between {data_source_name} and final score"
)
# For non-numeric types, we can use the built-in equals from pandas
if df[final_column].dtype in [
np.dtype(object),
np.dtype(bool),
np.dtype(str),
]:
assert df[final_column].equals(
df[data_source_column]
), error_message
# For numeric sources, use np.close so we don't get harmed by
# float equaity weirdness
else:
assert np.allclose(
df[final_column],
df[data_source_column],
equal_nan=True,
), error_message
def test_island_demographic_backfill(final_score_df, census_decennial_df):
# Copied from score_etl because there's no better source of truth for it
ISLAND_DEMOGRAPHIC_BACKFILL_FIELDS = [
field_names.PERCENT_BLACK_FIELD_NAME
+ field_names.ISLAND_AREA_BACKFILL_SUFFIX,
field_names.PERCENT_AMERICAN_INDIAN_FIELD_NAME
+ field_names.ISLAND_AREA_BACKFILL_SUFFIX,
field_names.PERCENT_ASIAN_FIELD_NAME
+ field_names.ISLAND_AREA_BACKFILL_SUFFIX,
field_names.PERCENT_HAWAIIAN_FIELD_NAME
+ field_names.ISLAND_AREA_BACKFILL_SUFFIX,
field_names.PERCENT_TWO_OR_MORE_RACES_FIELD_NAME
+ field_names.ISLAND_AREA_BACKFILL_SUFFIX,
field_names.PERCENT_NON_HISPANIC_WHITE_FIELD_NAME
+ field_names.ISLAND_AREA_BACKFILL_SUFFIX,
field_names.PERCENT_HISPANIC_FIELD_NAME
+ field_names.ISLAND_AREA_BACKFILL_SUFFIX,
field_names.PERCENT_OTHER_RACE_FIELD_NAME
+ field_names.ISLAND_AREA_BACKFILL_SUFFIX,
field_names.TOTAL_POP_FIELD + field_names.ISLAND_AREA_BACKFILL_SUFFIX,
]
# rename the columns from the decennial census to be their final score names
decennial_cols = {
col_name: col_name.replace(field_names.ISLAND_AREA_BACKFILL_SUFFIX, "")
for col_name in ISLAND_DEMOGRAPHIC_BACKFILL_FIELDS
}
census_decennial_df: pd.DataFrame = census_decennial_df.rename(
columns=decennial_cols
)
# Merge decennial data with the final score
df: pd.DataFrame = final_score_df.merge(
census_decennial_df,
on=GEOID_TRACT_FIELD,
indicator="MERGE",
suffixes=("_final", "_decennial"),
how="outer",
)
# Make sure columns from both the decennial census and final score overlap
core_cols = census_decennial_df.columns.intersection(
final_score_df.columns
).drop(GEOID_TRACT_FIELD)
final_columns = [f"{col}_final" for col in core_cols]
assert (
final_columns
), "No columns from decennial census show up in final score, extremely weird"
# Make sure we're only grabbing island tracts for the decennial data
assert (
sorted(
df[df.MERGE == "both"][field_names.GEOID_TRACT_FIELD]
.str[:2]
.unique()
)
== constants.TILES_ISLAND_AREA_FIPS_CODES
), "2010 Decennial census contributed unexpected tracts"
df = df[df.MERGE == "both"]
# Make sure for all the backfill tracts, the data made it into the
# final score. This can be simple since it's all perenctages and an int
for col in final_columns:
assert np.allclose(
df[col],
df[col.replace("_final", "_decennial")],
equal_nan=True,
), f"Data mismatch in decennial census backfill for {col}"
def test_output_tracts(final_score_df, national_tract_df):
df = final_score_df.merge(
national_tract_df,
on=GEOID_TRACT_FIELD,
how="outer",
indicator="MERGE",
)
counts = df.value_counts("MERGE")
assert counts.loc["left_only"] == 0
assert counts.loc["right_only"] == 0
def test_all_tracts_have_scores(final_score_df):
assert not final_score_df[field_names.SCORE_N_COMMUNITIES].isna().any()
def test_imputed_tracts(final_score_df):
# Make sure that any tracts with zero population have null imputed income
tracts_with_zero_population_df = final_score_df[
final_score_df[field_names.TOTAL_POP_FIELD] == 0
]
assert (
tracts_with_zero_population_df[
field_names.POVERTY_LESS_THAN_200_FPL_IMPUTED_FIELD
]
.isna()
.all()
)
# Make sure that any tracts with null population have null imputed income
tracts_with_null_population_df = final_score_df[
final_score_df[field_names.TOTAL_POP_FIELD].isnull()
]
assert (
tracts_with_null_population_df[
field_names.POVERTY_LESS_THAN_200_FPL_IMPUTED_FIELD
]
.isna()
.all()
)
# Make sure that no tracts with population have null imputed income
# We DO NOT impute income for island areas, so remove those from the test
is_island_area = (
final_score_df[field_names.GEOID_TRACT_FIELD]
.str[:2]
.isin(constants.TILES_ISLAND_AREA_FIPS_CODES)
)
tracts_with_some_population_df = final_score_df[
(final_score_df[field_names.TOTAL_POP_FIELD] > 0) & ~is_island_area
]
assert (
not tracts_with_some_population_df[
field_names.POVERTY_LESS_THAN_200_FPL_IMPUTED_FIELD
]
.isna()
.any()
)

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# pylint: disable=protected-access
import pandas as pd
import pytest
from data_pipeline.config import settings
from data_pipeline.etl.score.etl_score import ScoreETL
from data_pipeline.score import field_names
from data_pipeline.utils import get_module_logger
logger = get_module_logger(__name__)
@pytest.fixture
def toy_score_df(scope="module"):
return pd.read_csv(
settings.APP_ROOT
/ "tests"
/ "score"
/ "test_utils"
/ "data"
/ "test_drop_tracts_from_percentile.csv",
dtype={field_names.GEOID_TRACT_FIELD: str},
)
def _helper_test_dropping_tracts(toy_score_df, drop_tracts):
logger.info(drop_tracts)
test_frame = toy_score_df[
~toy_score_df[field_names.GEOID_TRACT_FIELD].isin(drop_tracts)
]
return_df = ScoreETL._add_percentiles_to_df(
df=toy_score_df,
input_column_name="to_rank",
output_column_name_root="to_rank_auto",
drop_tracts=drop_tracts,
)
test_frame = test_frame.assign(
true_rank=test_frame["to_rank"].rank(pct=True)
)
check_frame = test_frame.merge(
return_df[
[
field_names.GEOID_TRACT_FIELD,
"to_rank_auto" + field_names.PERCENTILE_FIELD_SUFFIX,
]
],
on=[field_names.GEOID_TRACT_FIELD],
)
return check_frame["true_rank"].equals(
check_frame["to_rank_auto" + field_names.PERCENTILE_FIELD_SUFFIX]
)
def test_drop_0_tracts(toy_score_df):
assert _helper_test_dropping_tracts(
toy_score_df, drop_tracts=[]
), "Percentile in score fails when we do not drop any tracts"
def test_drop_1_tract(toy_score_df):
assert _helper_test_dropping_tracts(
toy_score_df, drop_tracts=["1"]
), "Percentile in score fails when we do drop a single tract"
def test_drop_2_tracts(toy_score_df):
assert _helper_test_dropping_tracts(
toy_score_df, drop_tracts=["1", "2"]
), "Percentile in score fails when we drop two tracts"
def test_drop_many_tracts(toy_score_df):
assert _helper_test_dropping_tracts(
toy_score_df,
drop_tracts=toy_score_df[field_names.GEOID_TRACT_FIELD].to_list()[:5],
), "Percentile in score fails when we drop many tracts"
def test_drop_all_tracts(toy_score_df):
assert _helper_test_dropping_tracts(
toy_score_df,
drop_tracts=toy_score_df[field_names.GEOID_TRACT_FIELD].to_list(),
), "Percentile in score fails when we drop all tracts"

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# flake8: noqa: W0613,W0611,F811
from dataclasses import dataclass
from typing import Optional
import geopandas as gpd
import numpy as np
import pandas as pd
import pytest
from data_pipeline.config import settings
from data_pipeline.etl.score import constants
from data_pipeline.etl.score.constants import THRESHOLD_COUNT_TO_SHOW_FIELD_NAME
from data_pipeline.etl.score.constants import TILES_SCORE_COLUMNS
from data_pipeline.etl.score.constants import (
USER_INTERFACE_EXPERIENCE_FIELD_NAME,
)
from data_pipeline.score import field_names
from .fixtures import final_score_df # pylint: disable=unused-import
pytestmark = pytest.mark.smoketest
@pytest.fixture
def tiles_df(scope="session"):
return pd.read_csv(
settings.APP_ROOT / "data" / "score" / "csv" / "tiles" / "usa.csv",
dtype={"GTF": str},
low_memory=False,
)
@pytest.fixture()
def tiles_geojson_df():
return gpd.read_file(
settings.APP_ROOT / "data" / "score" / "geojson" / "usa-high.json"
)
PERCENTILE_FIELDS = [
"DF_PFS",
"AF_PFS",
"HDF_PFS",
"DSF_PFS",
"EBF_PFS",
"EALR_PFS",
"EBLR_PFS",
"EPLR_PFS",
"HBF_PFS",
"LLEF_PFS",
"LIF_PFS",
"LMI_PFS",
"PM25F_PFS",
"P100_PFS",
"P200_I_PFS",
"LPF_PFS",
"KP_PFS",
"NPL_PFS",
"RMP_PFS",
"TSDF_PFS",
"TF_PFS",
"UF_PFS",
"WF_PFS",
"UST_PFS",
]
def test_percentiles(tiles_df):
for col in PERCENTILE_FIELDS:
assert tiles_df[col].min() >= 0, f"Negative percentile exists for {col}"
assert (
tiles_df[col].max() <= 1
), f"Percentile over 100th exists for {col}"
assert (tiles_df[col].median() >= 0.4) & (
tiles_df[col].median() <= 0.6
), f"Percentile distribution for {col} is decidedly not uniform"
return True
def test_count_of_fips_codes(tiles_df, final_score_df):
final_score_state_count = (
final_score_df[field_names.GEOID_TRACT_FIELD].str[:2].nunique()
)
assert (
tiles_df["GTF"].str[:2].nunique() == final_score_state_count
), "Some states are missing from tiles"
pfs_columns = tiles_df.filter(like="PFS").columns.to_list()
assert (
tiles_df.dropna(how="all", subset=pfs_columns)["GTF"].str[:2].nunique()
== 56
), "Some states do not have any percentile data"
def test_column_presence(tiles_df):
expected_column_names = set(TILES_SCORE_COLUMNS.values()) | {
THRESHOLD_COUNT_TO_SHOW_FIELD_NAME,
USER_INTERFACE_EXPERIENCE_FIELD_NAME,
}
actual_column_names = set(tiles_df.columns)
extra_columns = actual_column_names - expected_column_names
missing_columns = expected_column_names - expected_column_names
assert not (
extra_columns
), f"tiles/usa.csv has columns not specified in TILE_SCORE_COLUMNS: {extra_columns}"
assert not (
missing_columns
), f"tiles/usa.csv is missing columns from TILE_SCORE_COLUMNS: {missing_columns}"
def test_tract_equality(tiles_df, final_score_df):
assert tiles_df.shape[0] == final_score_df.shape[0]
def is_col_fake_bool(col) -> bool:
if col.dtype == np.dtype("float64"):
fake_bool = {1.0, 0.0, None}
# Replace the nans in the column values with None for
# so we can just use issubset below
col_values = set(
not np.isnan(val) and val or None
for val in col.value_counts(dropna=False).index
)
return len(col_values) <= 3 and col_values.issubset(fake_bool)
return False
@dataclass
class ColumnValueComparison:
final_score_column: pd.Series
tiles_column: pd.Series
col_name: str
@property
def _is_tiles_column_fake_bool(self) -> bool:
return is_col_fake_bool(self.tiles_column)
@property
def _is_dtype_ok(self) -> bool:
if self.final_score_column.dtype == self.tiles_column.dtype:
return True
if (
self.final_score_column.dtype == np.dtype("O")
and self.tiles_column.dtype == np.dtype("float64")
and self._is_tiles_column_fake_bool
):
return True
return False
def __post_init__(self):
self._is_value_ok = False
if self._is_dtype_ok:
if self._is_tiles_column_fake_bool:
# Cast to actual bool for useful comparison
self.tiles_column = self.tiles_column.apply(
lambda val: bool(val) if not np.isnan(val) else np.nan
)
if self.tiles_column.dtype == np.dtype("float64"):
self._is_value_ok = np.allclose(
self.final_score_column,
self.tiles_column,
atol=float(f"1e-{constants.TILES_ROUND_NUM_DECIMALS}"),
equal_nan=True,
)
else:
self._is_value_ok = self.final_score_column.equals(
self.tiles_column
)
def __bool__(self) -> bool:
return self._is_dtype_ok and bool(self._is_value_ok)
@property
def error_message(self) -> Optional[str]:
if not self._is_dtype_ok:
return (
f"Column {self.col_name} dtype mismatch: "
f"score_df: {self.final_score_column.dtype}, "
f"tile_df: {self.tiles_column.dtype}"
)
if not self._is_value_ok:
return f"Column {self.col_name} value mismatch"
return None
def test_for_column_fidelitiy_from_score(tiles_df, final_score_df):
# Verify the following:
# * Shape and tracts match between score csv and tile csv
# * If you rename score CSV columns, you are able to make the tile csv
# * The dtypes and values of every renamed score column is "equal" to
# every tile column
# * Because tiles use rounded floats, we use close with a tolerance
assert (
set(TILES_SCORE_COLUMNS.values()) - set(tiles_df.columns) == set()
), "Some TILES_SCORE_COLUMNS are missing from the tiles dataframe"
# Keep only the tiles score columns in the final score data
final_score_df = final_score_df.rename(columns=TILES_SCORE_COLUMNS).drop(
final_score_df.columns.difference(TILES_SCORE_COLUMNS.values()),
axis=1,
errors="ignore",
)
# Drop the UI-specific fields from the tiles dataframe
tiles_df = tiles_df.drop(
columns=[
"SF", # State field, added at geoscore
"CF", # County field, added at geoscore,
constants.THRESHOLD_COUNT_TO_SHOW_FIELD_NAME,
constants.USER_INTERFACE_EXPERIENCE_FIELD_NAME,
]
)
errors = []
# Are the dataframes the same shape truly
assert tiles_df.shape == final_score_df.shape
assert tiles_df["GTF"].equals(final_score_df["GTF"])
assert sorted(tiles_df.columns) == sorted(final_score_df.columns)
# Are all the dtypes and values the same?
comparisons = []
for col_name in final_score_df.columns:
value_comparison = ColumnValueComparison(
final_score_df[col_name], tiles_df[col_name], col_name
)
comparisons.append(value_comparison)
errors = [comp for comp in comparisons if not comp]
error_message = "\n".join(error.error_message for error in errors)
assert not errors, error_message
def test_for_geojson_fidelity_from_tiles_csv(tiles_df, tiles_geojson_df):
tiles_geojson_df = tiles_geojson_df.drop(columns=["geometry"]).rename(
columns={"GEOID10": "GTF"}
)
assert tiles_df.shape == tiles_geojson_df.shape
assert tiles_df["GTF"].equals(tiles_geojson_df["GTF"])
assert sorted(tiles_df.columns) == sorted(tiles_geojson_df.columns)
# Are all the dtypes and values the same?
for col_name in tiles_geojson_df.columns:
if is_col_fake_bool(tiles_df[col_name]):
tiles_df[col_name] = (
tiles_df[col_name]
.astype("float64")
.replace({0.0: False, 1.0: True})
)
if is_col_fake_bool(tiles_geojson_df[col_name]):
tiles_geojson_df[col_name] = (
tiles_geojson_df[col_name]
.astype("float64")
.replace({0.0: False, 1.0: True})
)
tiles_geojson_df[col_name] = tiles_df[col_name].replace({None: np.nan})
error_message = f"Column {col_name} not equal "
# For non-numeric types, we can use the built-in equals from pandas
if tiles_df[col_name].dtype in [
np.dtype(object),
np.dtype(bool),
np.dtype(str),
]:
assert tiles_df[col_name].equals(
tiles_geojson_df[col_name]
), error_message
# For numeric sources, use np.close so we don't get harmed by
# float equaity weirdness
else:
assert np.allclose(
tiles_df[col_name],
tiles_geojson_df[col_name],
equal_nan=True,
), error_message
def test_for_state_names(tiles_df):
states = tiles_df["SF"].value_counts(dropna=False).index
assert np.nan not in states
assert states.all()

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GEOID10_TRACT,included
24027602100,True
24027602303,True
24027605503,True
24027605502,True
24027603004,False
24027605104,True
24027603003,True
24027603001,True
24027602201,True
1 GEOID10_TRACT included
2 24027602100 True
3 24027602303 True
4 24027605503 True
5 24027605502 True
6 24027603004 False
7 24027605104 True
8 24027603003 True
9 24027603001 True
10 24027602201 True

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GEOID10_TRACT,to_rank
1,1
2,2
3,3
4,4
5,5
6,6
7,7
8,8
9,9
10,10
11,11
12,12
13,13
14,14
15,15
16,16
17,17
18,18
19,19
20,20
21,21
22,22
23,23
24,24
25,25
26,26
27,27
28,28
29,29
30,30
31,31
32,32
33,33
34,34
35,35
36,36
37,37
38,38
39,39
40,40
41,41
42,42
43,43
44,44
45,45
46,46
47,47
48,48
49,49
50,50
51,51
52,52
53,53
54,54
55,55
56,56
57,57
58,58
59,59
60,60
61,61
62,62
63,63
64,64
65,65
66,66
67,67
68,68
69,69
70,70
71,71
72,72
73,73
74,74
75,75
76,76
77,77
78,78
79,79
80,80
81,81
82,82
83,83
84,84
85,85
86,86
87,87
88,88
89,89
90,90
91,91
92,92
93,93
94,94
95,95
96,96
97,97
98,98
99,99
100,100
1 GEOID10_TRACT to_rank
2 1 1
3 2 2
4 3 3
5 4 4
6 5 5
7 6 6
8 7 7
9 8 8
10 9 9
11 10 10
12 11 11
13 12 12
14 13 13
15 14 14
16 15 15
17 16 16
18 17 17
19 18 18
20 19 19
21 20 20
22 21 21
23 22 22
24 23 23
25 24 24
26 25 25
27 26 26
28 27 27
29 28 28
30 29 29
31 30 30
32 31 31
33 32 32
34 33 33
35 34 34
36 35 35
37 36 36
38 37 37
39 38 38
40 39 39
41 40 40
42 41 41
43 42 42
44 43 43
45 44 44
46 45 45
47 46 46
48 47 47
49 48 48
50 49 49
51 50 50
52 51 51
53 52 52
54 53 53
55 54 54
56 55 55
57 56 56
58 57 57
59 58 58
60 59 59
61 60 60
62 61 61
63 62 62
64 63 63
65 64 64
66 65 65
67 66 66
68 67 67
69 68 68
70 69 69
71 70 70
72 71 71
73 72 72
74 73 73
75 74 74
76 75 75
77 76 76
78 77 77
79 78 78
80 79 79
81 80 80
82 81 81
83 82 82
84 83 83
85 84 84
86 85 85
87 86 86
88 87 87
89 88 88
90 89 89
91 90 90
92 91 91
93 92 92
94 93 93
95 94 94
96 95 95
97 96 96
98 97 97
99 98 98
100 99 99
101 100 100

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# pylint: disable=protected-access
# flake8: noqa=F841
from contextlib import contextmanager
from functools import partial
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from data_pipeline.etl.sources.geo_utils import get_tract_geojson
from data_pipeline.score import field_names
from data_pipeline.score.utils import (
calculate_tract_adjacency_scores as original_calculate_tract_adjacency_score,
)
@contextmanager
def patch_calculate_tract_adjacency_scores():
# Use fixtures for tract data.
tract_data_path = Path(__file__).parent / "data" / "us.geojson"
get_tract_geojson_mock = partial(
get_tract_geojson, _tract_data_path=tract_data_path
)
with mock.patch(
"data_pipeline.score.utils.get_tract_geojson",
new=get_tract_geojson_mock,
):
yield original_calculate_tract_adjacency_score
@pytest.fixture
def score_data():
score_csv = Path(__file__).parent / "data" / "scores.csv"
return pd.read_csv(
score_csv, dtype={field_names.GEOID_TRACT_FIELD: str, "included": bool}
)
def test_all_adjacent_are_true(score_data):
score_data["included"] = True
score_data.loc[
score_data.GEOID10_TRACT == "24027603004", "included"
] = False
with patch_calculate_tract_adjacency_scores() as calculate_tract_adjacency_scores:
adjancency_scores = calculate_tract_adjacency_scores(
score_data, "included"
)
assert (
adjancency_scores.loc[
adjancency_scores.GEOID10_TRACT == "24027603004",
"included" + field_names.ADJACENCY_INDEX_SUFFIX,
].iloc[0]
== 1.0
)
def test_all_adjacent_are_false(score_data):
score_data["included"] = False
score_data.loc[
score_data.GEOID10_TRACT == "24027603004", "included"
] = False
with patch_calculate_tract_adjacency_scores() as calculate_tract_adjacency_scores:
adjancency_scores = calculate_tract_adjacency_scores(
score_data, "included"
)
assert (
adjancency_scores.loc[
adjancency_scores.GEOID10_TRACT == "24027603004",
"included" + field_names.ADJACENCY_INDEX_SUFFIX,
].iloc[0]
== 0.0
)

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"Tract ID","STATE2KX","CNTY2KX","TRACT2KX","e(0)","se(e(0))","Abridged life table flag"
23001010100,23,001,010100,72.3,2.2928,3
1 Tract ID STATE2KX CNTY2KX TRACT2KX e(0) se(e(0)) Abridged life table flag
2 23001010100 23 001 010100 72.3 2.2928 3

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Tract ID,STATE2KX,CNTY2KX,TRACT2KX,e(0),se(e(0)),Abridged life table flag
15001021010,15,001,021010,77.4,1.6548,2
15001021101,15,001,021101,82.5,3.9086,3
15001021402,15,001,021402,80.4,1.093,2
15001021800,15,001,021800,79.5,1.132,2
15003010201,15,003,010201,79.4,1.5261,3
15007040603,15,007,040603,86.3,2.2285,3
15007040604,15,007,040604,84.9,2.1995,3
15007040700,15,007,040700,80.4,0.7571,2
15009030100,15,009,030100,77.2,1.8736,3
15009030402,15,009,030402,83.5,1.8267,3
15009030800,15,009,030800,82.2,1.6251,3
06027000800,06,007,040500,99.1,3.1415,3
06069000802,06,001,020100,99.1,3.1415,3
06061021322,06,007,040300,99.1,3.1415,3
15009030201,15,009,030201,99.1,3.1415,3
1 Tract ID STATE2KX CNTY2KX TRACT2KX e(0) se(e(0)) Abridged life table flag
2 15001021010 15 001 021010 77.4 1.6548 2
3 15001021101 15 001 021101 82.5 3.9086 3
4 15001021402 15 001 021402 80.4 1.093 2
5 15001021800 15 001 021800 79.5 1.132 2
6 15003010201 15 003 010201 79.4 1.5261 3
7 15007040603 15 007 040603 86.3 2.2285 3
8 15007040604 15 007 040604 84.9 2.1995 3
9 15007040700 15 007 040700 80.4 0.7571 2
10 15009030100 15 009 030100 77.2 1.8736 3
11 15009030402 15 009 030402 83.5 1.8267 3
12 15009030800 15 009 030800 82.2 1.6251 3
13 06027000800 06 007 040500 99.1 3.1415 3
14 06069000802 06 001 020100 99.1 3.1415 3
15 06061021322 06 007 040300 99.1 3.1415 3
16 15009030201 15 009 030201 99.1 3.1415 3

2
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"Tract ID","STATE2KX","CNTY2KX","TRACT2KX","e(0)","se(e(0))","Abridged life table flag"
55001950201,55,001,950201,74.5,2.5471,3
1 Tract ID STATE2KX CNTY2KX TRACT2KX e(0) se(e(0)) Abridged life table flag
2 55001950201 55 001 950201 74.5 2.5471 3

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Tract ID,STATE2KX,CNTY2KX,TRACT2KX,e(0),se(e(0)),Abridged life table flag
15001021010,15,1,21010,77.4000000000,1.6548000000,2
15001021101,15,1,21101,82.5000000000,3.9086000000,3
15001021402,15,1,21402,80.4000000000,1.0930000000,2
15001021800,15,1,21800,79.5000000000,1.1320000000,2
15003010201,15,3,10201,79.4000000000,1.5261000000,3
15007040603,15,7,40603,86.3000000000,2.2285000000,3
15007040604,15,7,40604,84.9000000000,2.1995000000,3
15007040700,15,7,40700,80.4000000000,0.7571000000,2
15009030100,15,9,30100,77.2000000000,1.8736000000,3
15009030402,15,9,30402,83.5000000000,1.8267000000,3
15009030800,15,9,30800,82.2000000000,1.6251000000,3
6027000800,6,7,40500,99.1000000000,3.1415000000,3
6069000802,6,1,20100,99.1000000000,3.1415000000,3
6061021322,6,7,40300,99.1000000000,3.1415000000,3
15009030201,15,9,30201,99.1000000000,3.1415000000,3
1 Tract ID STATE2KX CNTY2KX TRACT2KX e(0) se(e(0)) Abridged life table flag
2 15001021010 15 1 21010 77.4000000000 1.6548000000 2
3 15001021101 15 1 21101 82.5000000000 3.9086000000 3
4 15001021402 15 1 21402 80.4000000000 1.0930000000 2
5 15001021800 15 1 21800 79.5000000000 1.1320000000 2
6 15003010201 15 3 10201 79.4000000000 1.5261000000 3
7 15007040603 15 7 40603 86.3000000000 2.2285000000 3
8 15007040604 15 7 40604 84.9000000000 2.1995000000 3
9 15007040700 15 7 40700 80.4000000000 0.7571000000 2
10 15009030100 15 9 30100 77.2000000000 1.8736000000 3
11 15009030402 15 9 30402 83.5000000000 1.8267000000 3
12 15009030800 15 9 30800 82.2000000000 1.6251000000 3
13 6027000800 6 7 40500 99.1000000000 3.1415000000 3
14 6069000802 6 1 20100 99.1000000000 3.1415000000 3
15 6061021322 6 7 40300 99.1000000000 3.1415000000 3
16 15009030201 15 9 30201 99.1000000000 3.1415000000 3

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GEOID10_TRACT,Life expectancy (years)
15001021010,77.4000000000
15001021101,82.5000000000
15001021402,80.4000000000
15001021800,79.5000000000
15003010201,79.4000000000
15007040603,86.3000000000
15007040604,84.9000000000
15007040700,80.4000000000
15009030100,77.2000000000
15009030402,83.5000000000
15009030800,82.2000000000
06027000800,99.1000000000
06069000802,99.1000000000
06061021322,99.1000000000
15009030201,99.1000000000
23001010100,72.3000000000
55001950201,74.5000000000
1 GEOID10_TRACT Life expectancy (years)
2 15001021010 77.4000000000
3 15001021101 82.5000000000
4 15001021402 80.4000000000
5 15001021800 79.5000000000
6 15003010201 79.4000000000
7 15007040603 86.3000000000
8 15007040604 84.9000000000
9 15007040700 80.4000000000
10 15009030100 77.2000000000
11 15009030402 83.5000000000
12 15009030800 82.2000000000
13 06027000800 99.1000000000
14 06069000802 99.1000000000
15 06061021322 99.1000000000
16 15009030201 99.1000000000
17 23001010100 72.3000000000
18 55001950201 74.5000000000

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GEOID10_TRACT,STATE2KX,CNTY2KX,TRACT2KX,Life expectancy (years),se(e(0)),Abridged life table flag
15001021010,15,1,21010,77.4000000000,1.6548000000,2
15001021101,15,1,21101,82.5000000000,3.9086000000,3
15001021402,15,1,21402,80.4000000000,1.0930000000,2
15001021800,15,1,21800,79.5000000000,1.1320000000,2
15003010201,15,3,10201,79.4000000000,1.5261000000,3
15007040603,15,7,40603,86.3000000000,2.2285000000,3
15007040604,15,7,40604,84.9000000000,2.1995000000,3
15007040700,15,7,40700,80.4000000000,0.7571000000,2
15009030100,15,9,30100,77.2000000000,1.8736000000,3
15009030402,15,9,30402,83.5000000000,1.8267000000,3
15009030800,15,9,30800,82.2000000000,1.6251000000,3
06027000800,06,7,40500,99.1000000000,3.1415000000,3
06069000802,06,1,20100,99.1000000000,3.1415000000,3
06061021322,06,7,40300,99.1000000000,3.1415000000,3
15009030201,15,9,30201,99.1000000000,3.1415000000,3
23001010100,23,1,10100,72.3000000000,2.2928000000,3
55001950201,55,1,950201,74.5000000000,2.5471000000,3
1 GEOID10_TRACT STATE2KX CNTY2KX TRACT2KX Life expectancy (years) se(e(0)) Abridged life table flag
2 15001021010 15 1 21010 77.4000000000 1.6548000000 2
3 15001021101 15 1 21101 82.5000000000 3.9086000000 3
4 15001021402 15 1 21402 80.4000000000 1.0930000000 2
5 15001021800 15 1 21800 79.5000000000 1.1320000000 2
6 15003010201 15 3 10201 79.4000000000 1.5261000000 3
7 15007040603 15 7 40603 86.3000000000 2.2285000000 3
8 15007040604 15 7 40604 84.9000000000 2.1995000000 3
9 15007040700 15 7 40700 80.4000000000 0.7571000000 2
10 15009030100 15 9 30100 77.2000000000 1.8736000000 3
11 15009030402 15 9 30402 83.5000000000 1.8267000000 3
12 15009030800 15 9 30800 82.2000000000 1.6251000000 3
13 06027000800 06 7 40500 99.1000000000 3.1415000000 3
14 06069000802 06 1 20100 99.1000000000 3.1415000000 3
15 06061021322 06 7 40300 99.1000000000 3.1415000000 3
16 15009030201 15 9 30201 99.1000000000 3.1415000000 3
17 23001010100 23 1 10100 72.3000000000 2.2928000000 3
18 55001950201 55 1 950201 74.5000000000 2.5471000000 3

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# pylint: disable=protected-access
import pathlib
from unittest import mock
import requests
from data_pipeline.etl.base import ExtractTransformLoad
from data_pipeline.etl.sources.cdc_life_expectancy.etl import CDCLifeExpectancy
from data_pipeline.tests.sources.example.test_etl import TestETL
from data_pipeline.utils import get_module_logger
logger = get_module_logger(__name__)
class TestCDCLifeExpectency(TestETL):
"""Tests the CDC Life Expectancy ETL.
This uses pytest-snapshot.
To update individual snapshots: $ poetry run pytest
data_pipeline/tests/sources/cdc_life_expectancy/test_etl.py::TestClassNameETL::<testname>
--snapshot-update
"""
_ETL_CLASS = CDCLifeExpectancy
_SAMPLE_DATA_PATH = pathlib.Path(__file__).parents[0] / "data"
_SAMPLE_DATA_FILE_NAME = "US_A.CSV"
_SAMPLE_DATA_ZIP_FILE_NAME = None
_EXTRACT_TMP_FOLDER_NAME = "CDCLifeExpectanc"
_EXTRACT_CSV_FILE_NAME = "extract.csv"
_FIXTURES_SHARED_TRACT_IDS = TestETL._FIXTURES_SHARED_TRACT_IDS + [
"55001950201", # WI
"23001010100", # ME
]
def setup_method(self, _method, filename=__file__):
"""Invoke `setup_method` from Parent, but using the current file name.
This code can be copied identically between all child classes.
"""
super().setup_method(_method=_method, filename=filename)
def _setup_etl_instance_and_run_extract(
self, mock_etl, mock_paths
) -> ExtractTransformLoad:
"""Method to setup an ETL instance with proper upstream mocks to run extract.
This must be re-implemented in every child class.
This method can be used by multiple tests that need to run the same fixtures
that need these same mocks.
In order to re-implement this method, usually it will involve a
decent amount of work to monkeypatch `requests` or another method that's
used to retrieve data in order to force that method to retrieve the fixture
data. A basic version of that patching is included here for classes that can use it.
"""
with mock.patch(
"data_pipeline.utils.requests"
) as requests_mock, mock.patch(
"data_pipeline.etl.score.etl_utils.get_state_fips_codes"
) as mock_get_state_fips_codes:
tmp_path = mock_paths[1]
def fake_get(url, *args, **kwargs):
file_path = url.split("/")[-1]
with open(
self._DATA_DIRECTORY_FOR_TEST / file_path,
"rb",
) as file:
file_contents = file.read()
response_mock = requests.Response()
response_mock.status_code = 200
# pylint: disable=protected-access
# Return text fixture:
response_mock._content = file_contents
return response_mock
requests_mock.get = fake_get
mock_get_state_fips_codes.return_value = [
x[0:2] for x in self._FIXTURES_SHARED_TRACT_IDS
]
# Instantiate the ETL class.
etl = self._get_instance_of_etl_class()
# Monkey-patch the temporary directory to the one used in the test
etl.TMP_PATH = tmp_path
# Run the extract method.
etl.extract()
return etl
def test_init(self, mock_etl, mock_paths):
etl = self._ETL_CLASS()
data_path, _ = mock_paths
assert etl.DATA_PATH == data_path
assert etl.COLUMNS_TO_KEEP == [
"GEOID10_TRACT",
"Life expectancy (years)",
]
assert etl.INPUT_GEOID_TRACT_FIELD_NAME == "Tract ID"
assert etl.LIFE_EXPECTANCY_FIELD_NAME == "Life expectancy (years)"
def test_get_output_file_path(self, mock_etl, mock_paths):
"""Tests the right file name is returned."""
etl = self._ETL_CLASS()
data_path, tmp_path = mock_paths
output_file_path = etl._get_output_file_path()
expected_output_file_path = (
data_path / "dataset" / "cdc_life_expectancy" / "usa.csv"
)
assert output_file_path == expected_output_file_path

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Year,StateAbbr,StateDesc,CountyName,CountyFIPS,LocationName,DataSource,Category,Measure,Data_Value_Unit,Data_Value_Type,Data_Value,Data_Value_Footnote_Symbol,Data_Value_Footnote,Low_Confidence_Limit,High_Confidence_Limit,TotalPopulation,Geolocation,LocationID,CategoryID,MeasureId,DataValueTypeID,Short_Question_Text
2019,CA,California,Inyo,06027,06027000800,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,36.1,,,35.2,36.8,3378,POINT (-117.1176757 36.25159703),06027000800,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,CA,California,Inyo,06027,06027000800,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,13.1,,,12.6,13.6,3378,POINT (-117.1176757 36.25159703),06027000800,HLTHOUT,DIABETES,CrdPrv,Diabetes
2019,CA,California,Inyo,06027,06027000800,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,15.1,,,14.4,15.8,3378,POINT (-117.1176757 36.25159703),06027000800,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2018,CA,California,Inyo,06027,06027000800,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,82.0,,,80.5,83.4,3378,POINT (-117.1176757 36.25159703),06027000800,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,CA,California,Inyo,06027,06027000800,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,14.2,,,12.8,15.6,3378,POINT (-117.1176757 36.25159703),06027000800,PREVENT,ACCESS2,CrdPrv,Health Insurance
2018,CA,California,Inyo,06027,06027000800,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,33.1,,,32.1,34.1,3378,POINT (-117.1176757 36.25159703),06027000800,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,CA,California,Inyo,06027,06027000800,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,86.4,,,86.1,86.7,3378,POINT (-117.1176757 36.25159703),06027000800,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2019,CA,California,Inyo,06027,06027000800,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,17.2,,,15.8,18.5,3378,POINT (-117.1176757 36.25159703),06027000800,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,CA,California,Inyo,06027,06027000800,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,8.6,,,8.1,9.1,3378,POINT (-117.1176757 36.25159703),06027000800,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,CA,California,Inyo,06027,06027000800,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,30.2,,,29.4,31.0,3378,POINT (-117.1176757 36.25159703),06027000800,HLTHOUT,OBESITY,CrdPrv,Obesity
2019,CA,California,Inyo,06027,06027000800,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,24.2,,,22.4,25.9,3378,POINT (-117.1176757 36.25159703),06027000800,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,CA,California,Inyo,06027,06027000800,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,74.3,,,73.6,74.9,3378,POINT (-117.1176757 36.25159703),06027000800,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,CA,California,Inyo,06027,06027000800,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,3.9,,,3.8,4.1,3378,POINT (-117.1176757 36.25159703),06027000800,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,CA,California,Inyo,06027,06027000800,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,16.8,,,15.8,17.7,3378,POINT (-117.1176757 36.25159703),06027000800,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2018,CA,California,Inyo,06027,06027000800,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,25.6,,,22.4,29.2,3378,POINT (-117.1176757 36.25159703),06027000800,PREVENT,COREW,CrdPrv,Core preventive services for older women
2018,CA,California,Inyo,06027,06027000800,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,26.5,,,24.0,29.1,3378,POINT (-117.1176757 36.25159703),06027000800,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,CA,California,Inyo,06027,06027000800,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,72.5,,,71.9,73.0,3378,POINT (-117.1176757 36.25159703),06027000800,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,CA,California,Inyo,06027,06027000800,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,26.9,,,25.3,28.4,3378,POINT (-117.1176757 36.25159703),06027000800,RISKBEH,LPA,CrdPrv,Physical Inactivity
2019,CA,California,Inyo,06027,06027000800,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,35.8,,,35.2,36.5,3378,POINT (-117.1176757 36.25159703),06027000800,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2019,CA,California,Inyo,06027,06027000800,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,8.3,,,8.0,8.5,3378,POINT (-117.1176757 36.25159703),06027000800,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,CA,California,Inyo,06027,06027000800,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,19.5,,,18.9,20.2,3378,POINT (-117.1176757 36.25159703),06027000800,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,CA,California,Inyo,06027,06027000800,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,9.2,,,8.4,10.0,3378,POINT (-117.1176757 36.25159703),06027000800,HLTHOUT,COPD,CrdPrv,COPD
2019,CA,California,Inyo,06027,06027000800,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,16.2,,,15.8,16.6,3378,POINT (-117.1176757 36.25159703),06027000800,RISKBEH,BINGE,CrdPrv,Binge Drinking
2018,CA,California,Inyo,06027,06027000800,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,17.7,,,14.2,21.6,3378,POINT (-117.1176757 36.25159703),06027000800,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2019,CA,California,Inyo,06027,06027000800,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,10.1,,,9.7,10.4,3378,POINT (-117.1176757 36.25159703),06027000800,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2018,CA,California,Inyo,06027,06027000800,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,74.9,,,72.7,77.0,3378,POINT (-117.1176757 36.25159703),06027000800,PREVENT,MAMMOUSE,CrdPrv,Mammography
2018,CA,California,Inyo,06027,06027000800,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,58.1,,,55.6,59.9,3378,POINT (-117.1176757 36.25159703),06027000800,PREVENT,DENTAL,CrdPrv,Dental Visit
2018,CA,California,Inyo,06027,06027000800,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,61.5,,,59.2,63.6,3378,POINT (-117.1176757 36.25159703),06027000800,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,CA,California,Inyo,06027,06027000800,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,28.5,,,27.8,29.2,3378,POINT (-117.1176757 36.25159703),06027000800,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2019,CA,California,Inyo,06027,06027000800,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,4.6,,,4.3,4.9,3378,POINT (-117.1176757 36.25159703),06027000800,HLTHOUT,STROKE,CrdPrv,Stroke
2019,CA,California,Placer,06061,06061021322,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,23.0,,,22.2,24.0,8762,POINT (-121.4057179 38.84598382),06061021322,HLTHOUT,OBESITY,CrdPrv,Obesity
2019,CA,California,Placer,06061,06061021322,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,23.2,,,22.5,23.9,8762,POINT (-121.4057179 38.84598382),06061021322,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,CA,California,Placer,06061,06061021322,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,3.9,,,3.7,4.2,8762,POINT (-121.4057179 38.84598382),06061021322,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,CA,California,Placer,06061,06061021322,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,16.6,,,15.2,18.1,8762,POINT (-121.4057179 38.84598382),06061021322,RISKBEH,LPA,CrdPrv,Physical Inactivity
2019,CA,California,Placer,06061,06061021322,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,17.2,,,16.4,18.0,8762,POINT (-121.4057179 38.84598382),06061021322,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,CA,California,Placer,06061,06061021322,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,18.9,,,18.3,19.5,8762,POINT (-121.4057179 38.84598382),06061021322,RISKBEH,BINGE,CrdPrv,Binge Drinking
2018,CA,California,Placer,06061,06061021322,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,35.7,,,31.8,39.8,8762,POINT (-121.4057179 38.84598382),06061021322,PREVENT,COREM,CrdPrv,Core preventive services for older men
2018,CA,California,Placer,06061,06061021322,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,31.9,,,30.6,33.2,8762,POINT (-121.4057179 38.84598382),06061021322,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,CA,California,Placer,06061,06061021322,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,2.2,,,2.1,2.3,8762,POINT (-121.4057179 38.84598382),06061021322,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,CA,California,Placer,06061,06061021322,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,8.6,,,8.2,8.9,8762,POINT (-121.4057179 38.84598382),06061021322,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,CA,California,Placer,06061,06061021322,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,12.0,,,11.1,13.0,8762,POINT (-121.4057179 38.84598382),06061021322,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2018,CA,California,Placer,06061,06061021322,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,83.4,,,81.6,85.2,8762,POINT (-121.4057179 38.84598382),06061021322,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,CA,California,Placer,06061,06061021322,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,6.9,,,6.6,7.3,8762,POINT (-121.4057179 38.84598382),06061021322,HLTHOUT,DIABETES,CrdPrv,Diabetes
2018,CA,California,Placer,06061,06061021322,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,34.4,,,30.3,38.5,8762,POINT (-121.4057179 38.84598382),06061021322,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,CA,California,Placer,06061,06061021322,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,28.8,,,28.2,29.4,8762,POINT (-121.4057179 38.84598382),06061021322,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2019,CA,California,Placer,06061,06061021322,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,86.2,,,85.7,86.8,8762,POINT (-121.4057179 38.84598382),06061021322,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2018,CA,California,Placer,06061,06061021322,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,78.2,,,75.6,80.3,8762,POINT (-121.4057179 38.84598382),06061021322,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,CA,California,Placer,06061,06061021322,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,5.9,,,5.7,6.1,8762,POINT (-121.4057179 38.84598382),06061021322,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,CA,California,Placer,06061,06061021322,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,2.2,,,2.0,2.4,8762,POINT (-121.4057179 38.84598382),06061021322,HLTHOUT,STROKE,CrdPrv,Stroke
2018,CA,California,Placer,06061,06061021322,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,72.1,,,69.9,74.0,8762,POINT (-121.4057179 38.84598382),06061021322,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,CA,California,Placer,06061,06061021322,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,9.0,,,7.8,10.6,8762,POINT (-121.4057179 38.84598382),06061021322,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,CA,California,Placer,06061,06061021322,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,11.4,,,9.8,13.2,8762,POINT (-121.4057179 38.84598382),06061021322,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,CA,California,Placer,06061,06061021322,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,67.4,,,66.4,68.4,8762,POINT (-121.4057179 38.84598382),06061021322,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,CA,California,Placer,06061,06061021322,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,9.4,,,8.7,10.1,8762,POINT (-121.4057179 38.84598382),06061021322,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,CA,California,Placer,06061,06061021322,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,70.2,,,69.4,70.9,8762,POINT (-121.4057179 38.84598382),06061021322,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2018,CA,California,Placer,06061,06061021322,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,7.6,,,5.6,10.0,8762,POINT (-121.4057179 38.84598382),06061021322,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2019,CA,California,Placer,06061,06061021322,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,12.3,,,11.0,13.6,8762,POINT (-121.4057179 38.84598382),06061021322,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,CA,California,Placer,06061,06061021322,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,4.2,,,3.8,4.8,8762,POINT (-121.4057179 38.84598382),06061021322,HLTHOUT,COPD,CrdPrv,COPD
2019,CA,California,Placer,06061,06061021322,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,18.7,,,18.0,19.4,8762,POINT (-121.4057179 38.84598382),06061021322,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2018,CA,California,Placer,06061,06061021322,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,71.8,,,69.5,74.1,8762,POINT (-121.4057179 38.84598382),06061021322,PREVENT,DENTAL,CrdPrv,Dental Visit
2019,CA,California,San Benito,06069,06069000802,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,6.5,,,5.9,7.0,2534,POINT (-121.0070559 36.54987144),06069000802,HLTHOUT,COPD,CrdPrv,COPD
2018,CA,California,San Benito,06069,06069000802,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,12.3,,,9.6,15.5,2534,POINT (-121.0070559 36.54987144),06069000802,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2018,CA,California,San Benito,06069,06069000802,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,77.6,,,75.4,79.6,2534,POINT (-121.0070559 36.54987144),06069000802,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,CA,California,San Benito,06069,06069000802,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,9.3,,,9.0,9.6,2534,POINT (-121.0070559 36.54987144),06069000802,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,CA,California,San Benito,06069,06069000802,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,23.6,,,23.0,24.3,2534,POINT (-121.0070559 36.54987144),06069000802,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2018,CA,California,San Benito,06069,06069000802,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,64.8,,,62.9,67.0,2534,POINT (-121.0070559 36.54987144),06069000802,PREVENT,DENTAL,CrdPrv,Dental Visit
2019,CA,California,San Benito,06069,06069000802,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,2.9,,,2.8,3.0,2534,POINT (-121.0070559 36.54987144),06069000802,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2018,CA,California,San Benito,06069,06069000802,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,84.7,,,83.5,86.0,2534,POINT (-121.0070559 36.54987144),06069000802,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,CA,California,San Benito,06069,06069000802,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,18.7,,,18.3,19.1,2534,POINT (-121.0070559 36.54987144),06069000802,RISKBEH,BINGE,CrdPrv,Binge Drinking
2019,CA,California,San Benito,06069,06069000802,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,13.5,,,12.9,14.2,2534,POINT (-121.0070559 36.54987144),06069000802,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2018,CA,California,San Benito,06069,06069000802,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,30.3,,,26.8,34.1,2534,POINT (-121.0070559 36.54987144),06069000802,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,CA,California,San Benito,06069,06069000802,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,13.4,,,12.7,14.2,2534,POINT (-121.0070559 36.54987144),06069000802,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,CA,California,San Benito,06069,06069000802,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,19.2,,,18.6,19.9,2534,POINT (-121.0070559 36.54987144),06069000802,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,CA,California,San Benito,06069,06069000802,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,7.0,,,6.8,7.2,2534,POINT (-121.0070559 36.54987144),06069000802,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,CA,California,San Benito,06069,06069000802,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,32.7,,,32.1,33.3,2534,POINT (-121.0070559 36.54987144),06069000802,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2019,CA,California,San Benito,06069,06069000802,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,87.1,,,86.9,87.2,2534,POINT (-121.0070559 36.54987144),06069000802,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2018,CA,California,San Benito,06069,06069000802,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,31.9,,,30.7,32.8,2534,POINT (-121.0070559 36.54987144),06069000802,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,CA,California,San Benito,06069,06069000802,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,18.9,,,17.5,20.4,2534,POINT (-121.0070559 36.54987144),06069000802,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,CA,California,San Benito,06069,06069000802,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,70.6,,,69.8,71.2,2534,POINT (-121.0070559 36.54987144),06069000802,PREVENT,BPMED,CrdPrv,Taking BP Medication
2018,CA,California,San Benito,06069,06069000802,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,29.3,,,26.0,32.8,2534,POINT (-121.0070559 36.54987144),06069000802,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,CA,California,San Benito,06069,06069000802,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,71.1,,,70.5,71.7,2534,POINT (-121.0070559 36.54987144),06069000802,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,CA,California,San Benito,06069,06069000802,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,3.2,,,3.0,3.4,2534,POINT (-121.0070559 36.54987144),06069000802,HLTHOUT,STROKE,CrdPrv,Stroke
2018,CA,California,San Benito,06069,06069000802,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,65.7,,,63.5,67.7,2534,POINT (-121.0070559 36.54987144),06069000802,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,CA,California,San Benito,06069,06069000802,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,22.7,,,21.4,24.1,2534,POINT (-121.0070559 36.54987144),06069000802,RISKBEH,LPA,CrdPrv,Physical Inactivity
2019,CA,California,San Benito,06069,06069000802,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,13.2,,,11.9,14.5,2534,POINT (-121.0070559 36.54987144),06069000802,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,CA,California,San Benito,06069,06069000802,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,10.2,,,9.8,10.6,2534,POINT (-121.0070559 36.54987144),06069000802,HLTHOUT,DIABETES,CrdPrv,Diabetes
2019,CA,California,San Benito,06069,06069000802,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,30.2,,,29.5,30.9,2534,POINT (-121.0070559 36.54987144),06069000802,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,CA,California,San Benito,06069,06069000802,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,5.8,,,5.5,6.1,2534,POINT (-121.0070559 36.54987144),06069000802,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,CA,California,San Benito,06069,06069000802,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,29.2,,,28.4,30.0,2534,POINT (-121.0070559 36.54987144),06069000802,HLTHOUT,OBESITY,CrdPrv,Obesity
2019,CA,California,San Benito,06069,06069000802,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,14.5,,,13.3,15.7,2534,POINT (-121.0070559 36.54987144),06069000802,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,73.5,,,73.1,73.8,6322,POINT (-155.8112721 20.16059783),15001021800,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,29.4,,,29.0,29.8,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,OBESITY,CrdPrv,Obesity
2018,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,23.4,,,20.4,26.5,3531,POINT (-154.8953489 19.44949565),15001021101,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,20.7,,,20.5,20.9,7884,POINT (-155.1037996 19.49754656),15001021010,RISKBEH,BINGE,CrdPrv,Binge Drinking
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,12.4,,,11.9,12.9,4025,POINT (-155.906965 19.51804981),15001021402,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,24.3,,,24.0,24.7,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,OBESITY,CrdPrv,Obesity
2018,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,64.9,,,63.7,66.2,4025,POINT (-155.906965 19.51804981),15001021402,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,15.9,,,15.6,16.3,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,10.8,,,10.3,11.3,6322,POINT (-155.8112721 20.16059783),15001021800,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,24.9,,,23.8,25.9,4025,POINT (-155.906965 19.51804981),15001021402,RISKBEH,LPA,CrdPrv,Physical Inactivity
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,3.0,,,3.0,3.1,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,16.0,,,14.9,17.2,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,21.1,,,20.8,21.4,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,11.3,,,11.1,11.5,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2018,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,82.3,,,81.3,83.2,4025,POINT (-155.906965 19.51804981),15001021402,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,2.9,,,2.8,3.0,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,74.5,,,73.9,75.1,3531,POINT (-154.8953489 19.44949565),15001021101,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,5.8,,,5.5,6.0,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,COPD,CrdPrv,COPD
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,15.6,,,14.7,16.5,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,18.2,,,18.0,18.4,4025,POINT (-155.906965 19.51804981),15001021402,RISKBEH,BINGE,CrdPrv,Binge Drinking
2018,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,20.3,,,17.4,23.4,3531,POINT (-154.8953489 19.44949565),15001021101,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,11.5,,,10.9,12.2,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,DIABETES,CrdPrv,Diabetes
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,28.8,,,28.6,29.1,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2018,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,10.1,,,9.1,11.3,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2018,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,22.6,,,21.1,24.3,7884,POINT (-155.1037996 19.49754656),15001021010,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,14.0,,,13.6,14.3,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,72.6,,,72.3,72.9,7884,POINT (-155.1037996 19.49754656),15001021010,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,32.6,,,31.6,33.6,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2018,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,83.2,,,82.6,83.9,6322,POINT (-155.8112721 20.16059783),15001021800,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2018,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,8.5,,,7.2,10.1,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,19.8,,,19.1,20.6,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,17.8,,,17.4,18.3,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,29.5,,,29.2,29.8,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,83.8,,,83.7,83.9,4025,POINT (-155.906965 19.51804981),15001021402,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2018,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,61.9,,,60.9,63.0,7884,POINT (-155.1037996 19.49754656),15001021010,PREVENT,DENTAL,CrdPrv,Dental Visit
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,5.9,,,5.9,6.1,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2018,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,13.3,,,11.7,15.1,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,13.2,,,12.9,13.6,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,82.5,,,82.4,82.6,3531,POINT (-154.8953489 19.44949565),15001021101,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,23.8,,,23.4,24.2,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,9.2,,,9.0,9.4,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,11.2,,,10.8,11.5,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,DIABETES,CrdPrv,Diabetes
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,10.4,,,10.0,10.7,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2018,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,20.5,,,19.1,22.0,6322,POINT (-155.8112721 20.16059783),15001021800,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,79.8,,,79.7,79.9,7884,POINT (-155.1037996 19.49754656),15001021010,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2018,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,39.4,,,38.2,41.2,3531,POINT (-154.8953489 19.44949565),15001021101,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,29.6,,,29.1,30.2,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,29.8,,,29.4,30.2,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,21.7,,,21.3,22.1,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,OBESITY,CrdPrv,Obesity
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,6.4,,,6.2,6.6,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,3.2,,,3.1,3.3,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,22.6,,,21.7,23.6,7884,POINT (-155.1037996 19.49754656),15001021010,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,10.7,,,10.5,11.0,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,DIABETES,CrdPrv,Diabetes
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,19.1,,,18.7,19.5,3531,POINT (-154.8953489 19.44949565),15001021101,RISKBEH,BINGE,CrdPrv,Binge Drinking
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,11.4,,,10.6,12.1,4025,POINT (-155.906965 19.51804981),15001021402,PREVENT,ACCESS2,CrdPrv,Health Insurance
2018,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,76.2,,,75.3,77.1,6322,POINT (-155.8112721 20.16059783),15001021800,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,70.6,,,70.1,71.0,7884,POINT (-155.1037996 19.49754656),15001021010,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,25.7,,,24.8,26.6,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2018,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,21.4,,,19.4,23.6,4025,POINT (-155.906965 19.51804981),15001021402,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,9.8,,,9.6,9.9,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,12.5,,,11.9,13.1,7884,POINT (-155.1037996 19.49754656),15001021010,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,3.6,,,3.4,3.7,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,STROKE,CrdPrv,Stroke
2018,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,65.5,,,63.5,68.0,3531,POINT (-154.8953489 19.44949565),15001021101,PREVENT,DENTAL,CrdPrv,Dental Visit
2018,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,40.2,,,39.7,40.7,6322,POINT (-155.8112721 20.16059783),15001021800,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,3.5,,,3.3,3.6,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,4.0,,,3.9,4.2,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,STROKE,CrdPrv,Stroke
2018,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,63.8,,,61.3,66.1,3531,POINT (-154.8953489 19.44949565),15001021101,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2018,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,42.6,,,41.8,43.1,7884,POINT (-155.1037996 19.49754656),15001021010,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,83.1,,,83.0,83.3,6322,POINT (-155.8112721 20.16059783),15001021800,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,27.3,,,26.5,28.1,7884,POINT (-155.1037996 19.49754656),15001021010,RISKBEH,LPA,CrdPrv,Physical Inactivity
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,7.4,,,7.1,7.8,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,COPD,CrdPrv,COPD
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,25.8,,,24.0,27.7,3531,POINT (-154.8953489 19.44949565),15001021101,RISKBEH,LPA,CrdPrv,Physical Inactivity
2018,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,60.7,,,59.6,61.7,7884,POINT (-155.1037996 19.49754656),15001021010,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,17.7,,,17.4,17.9,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,18.0,,,17.1,19.0,4025,POINT (-155.906965 19.51804981),15001021402,HLTHSTAT,GHLTH,CrdPrv,General Health
2018,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,24.1,,,22.7,25.6,6322,POINT (-155.8112721 20.16059783),15001021800,PREVENT,COREW,CrdPrv,Core preventive services for older women
2018,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,83.4,,,82.0,84.8,3531,POINT (-154.8953489 19.44949565),15001021101,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,74.4,,,73.9,74.9,4025,POINT (-155.906965 19.51804981),15001021402,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,4.2,,,3.9,4.5,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,STROKE,CrdPrv,Stroke
2018,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,24.8,,,22.8,26.9,4025,POINT (-155.906965 19.51804981),15001021402,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,75.9,,,75.6,76.3,4025,POINT (-155.906965 19.51804981),15001021402,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,18.3,,,17.6,19.0,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,75.4,,,75.2,75.7,6322,POINT (-155.8112721 20.16059783),15001021800,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,19.2,,,19.0,19.4,6322,POINT (-155.8112721 20.16059783),15001021800,RISKBEH,BINGE,CrdPrv,Binge Drinking
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,13.2,,,12.7,13.6,4025,POINT (-155.906965 19.51804981),15001021402,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,6.0,,,5.8,6.3,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,24.0,,,23.3,24.8,6322,POINT (-155.8112721 20.16059783),15001021800,RISKBEH,LPA,CrdPrv,Physical Inactivity
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,11.2,,,10.9,11.4,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,DIABETES,CrdPrv,Diabetes
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,30.6,,,30.2,31.0,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,6.7,,,6.6,6.8,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,19.3,,,17.2,21.4,3531,POINT (-154.8953489 19.44949565),15001021101,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2018,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,40.2,,,39.3,41.0,4025,POINT (-155.906965 19.51804981),15001021402,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,10.2,,,9.1,11.4,3531,POINT (-154.8953489 19.44949565),15001021101,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,16.7,,,16.2,17.2,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2018,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,66.0,,,65.0,67.0,6322,POINT (-155.8112721 20.16059783),15001021800,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,5.2,,,4.9,5.5,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,COPD,CrdPrv,COPD
2018,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,67.4,,,66.4,68.4,6322,POINT (-155.8112721 20.16059783),15001021800,PREVENT,DENTAL,CrdPrv,Dental Visit
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,6.8,,,6.6,7.0,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,21.1,,,20.6,21.5,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2018,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,83.0,,,82.5,83.7,7884,POINT (-155.1037996 19.49754656),15001021010,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,22.6,,,22.2,22.9,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2018,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,75.9,,,74.6,77.2,4025,POINT (-155.906965 19.51804981),15001021402,PREVENT,MAMMOUSE,CrdPrv,Mammography
2018,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,68.3,,,67.0,69.7,4025,POINT (-155.906965 19.51804981),15001021402,PREVENT,DENTAL,CrdPrv,Dental Visit
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,30.8,,,30.2,31.4,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,74.6,,,73.7,75.4,3531,POINT (-154.8953489 19.44949565),15001021101,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,6.3,,,6.2,6.4,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,27.9,,,27.0,28.8,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,OBESITY,CrdPrv,Obesity
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,29.8,,,29.4,30.2,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2018,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,76.2,,,75.1,77.3,7884,POINT (-155.1037996 19.49754656),15001021010,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,3.7,,,3.6,3.8,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,STROKE,CrdPrv,Stroke
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,7.7,,,7.2,8.3,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2018,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,18.5,,,17.0,20.1,7884,POINT (-155.1037996 19.49754656),15001021010,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,16.8,,,16.1,17.6,6322,POINT (-155.8112721 20.16059783),15001021800,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,6.9,,,6.7,7.1,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2018,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,11.9,,,8.9,15.0,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2018,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,77.6,,,75.5,79.5,3531,POINT (-154.8953489 19.44949565),15001021101,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,21.0,,,19.1,23.0,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,16.1,,,15.1,17.0,4025,POINT (-155.906965 19.51804981),15001021402,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,22.9,,,22.1,23.7,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,7.3,,,6.5,8.2,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,COPD,CrdPrv,COPD
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,15.7,,,14.4,17.0,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,2.8,,,2.7,2.9,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,STROKE,CrdPrv,Stroke
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,6.7,,,6.6,6.9,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2018,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,27.0,,,25.1,28.9,5882,POINT (-157.8941068 21.55452063),15003010201,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,10.7,,,10.3,11.1,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,DIABETES,CrdPrv,Diabetes
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,17.2,,,16.7,17.6,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,9.1,,,8.9,9.3,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,20.4,,,19.8,21.0,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,22.7,,,22.3,23.1,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2018,HI,Hawaii,Maui,15009,15009030800,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,61.8,,,60.6,63.0,6907,POINT (-156.5426669 20.90996813),15009030800,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,11.7,,,11.0,12.4,3139,POINT (-159.4840794 21.90956079),15007040604,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,3.5,,,3.3,3.6,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,STROKE,CrdPrv,Stroke
2018,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,84.8,,,83.9,85.7,8403,POINT (-159.5219447 21.94546074),15007040700,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,23.0,,,22.7,23.4,2291,POINT (-156.1446943 20.72704536),15009030100,RISKBEH,BINGE,CrdPrv,Binge Drinking
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,24.3,,,23.7,25.0,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,OBESITY,CrdPrv,Obesity
2018,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,65.5,,,64.3,66.8,3139,POINT (-159.4840794 21.90956079),15007040604,PREVENT,DENTAL,CrdPrv,Dental Visit
2018,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,38.7,,,38.0,39.4,8652,POINT (-156.3303372 20.82505697),15009030402,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,22.6,,,22.0,23.1,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,22.7,,,21.4,24.2,8652,POINT (-156.3303372 20.82505697),15009030402,RISKBEH,LPA,CrdPrv,Physical Inactivity
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,29.3,,,28.9,29.7,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,27.5,,,26.6,28.4,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,OBESITY,CrdPrv,Obesity
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,73.0,,,72.4,73.6,2453,POINT (-156.2504199 20.86252093),15009030201,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,14.1,,,13.6,14.7,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,24.3,,,23.2,25.5,8403,POINT (-159.5219447 21.94546074),15007040700,RISKBEH,LPA,CrdPrv,Physical Inactivity
2018,HI,Hawaii,Maui,15009,15009030402,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,71.5,,,69.7,73.4,8652,POINT (-156.3303372 20.82505697),15009030402,PREVENT,DENTAL,CrdPrv,Dental Visit
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,14.9,,,13.7,16.2,2544,POINT (-159.4384998 21.90703588),15007040603,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,6.3,,,6.1,6.4,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,69.2,,,68.1,70.1,2453,POINT (-156.2504199 20.86252093),15009030201,PREVENT,BPMED,CrdPrv,Taking BP Medication
2018,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,11.2,,,9.4,13.1,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,83.6,,,83.3,83.8,2544,POINT (-159.4384998 21.90703588),15007040603,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2018,HI,Hawaii,Maui,15009,15009030800,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,70.2,,,69.0,71.4,6907,POINT (-156.5426669 20.90996813),15009030800,PREVENT,DENTAL,CrdPrv,Dental Visit
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,18.6,,,18.2,18.9,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2018,HI,Hawaii,Maui,15009,15009030100,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,85.6,,,84.8,86.6,2291,POINT (-156.1446943 20.72704536),15009030100,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,6.1,,,5.7,6.6,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,COPD,CrdPrv,COPD
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,31.0,,,30.5,31.5,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,11.0,,,10.4,11.6,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,13.9,,,13.4,14.3,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2018,HI,Hawaii,Maui,15009,15009030201,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,25.3,,,21.7,29.2,2453,POINT (-156.2504199 20.86252093),15009030201,PREVENT,COREW,CrdPrv,Core preventive services for older women
2018,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,82.1,,,81.0,83.1,5882,POINT (-157.8941068 21.55452063),15003010201,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,15.7,,,14.8,16.7,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,10.8,,,10.3,11.3,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,31.1,,,30.3,31.8,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,12.2,,,12.0,12.5,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,27.0,,,25.3,28.5,2544,POINT (-159.4384998 21.90703588),15007040603,RISKBEH,LPA,CrdPrv,Physical Inactivity
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,29.2,,,28.6,29.8,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,OBESITY,CrdPrv,Obesity
2018,HI,Hawaii,Maui,15009,15009030402,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,85.0,,,83.8,86.2,8652,POINT (-156.3303372 20.82505697),15009030402,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,4.6,,,4.3,5.0,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,COPD,CrdPrv,COPD
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,77.8,,,77.5,78.1,3139,POINT (-159.4840794 21.90956079),15007040604,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2018,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,6.2,,,5.1,7.5,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,8.9,,,8.5,9.4,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,DIABETES,CrdPrv,Diabetes
2018,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,25.6,,,23.3,27.9,8403,POINT (-159.5219447 21.94546074),15007040700,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,12.9,,,12.5,13.4,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2018,HI,Hawaii,Maui,15009,15009030100,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,67.9,,,66.6,69.3,2291,POINT (-156.1446943 20.72704536),15009030100,PREVENT,DENTAL,CrdPrv,Dental Visit
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,5.8,,,5.5,6.2,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,COPD,CrdPrv,COPD
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,20.0,,,19.0,21.0,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHSTAT,GHLTH,CrdPrv,General Health
2018,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,82.4,,,80.9,84.0,2544,POINT (-159.4384998 21.90703588),15007040603,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2018,HI,Hawaii,Maui,15009,15009030800,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,84.2,,,83.4,85.1,6907,POINT (-156.5426669 20.90996813),15009030800,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,25.3,,,24.6,26.0,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2018,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,69.0,,,67.5,70.4,8403,POINT (-159.5219447 21.94546074),15007040700,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,10.2,,,10.0,10.5,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,12.2,,,11.5,12.8,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,DIABETES,CrdPrv,Diabetes
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,21.3,,,21.0,21.6,5882,POINT (-157.8941068 21.55452063),15003010201,RISKBEH,BINGE,CrdPrv,Binge Drinking
2018,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,37.5,,,36.9,38.1,3139,POINT (-159.4840794 21.90956079),15007040604,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2018,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,10.1,,,8.7,11.6,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2018,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,8.1,,,6.2,10.2,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,6.5,,,6.3,6.8,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,19.2,,,18.9,19.6,8403,POINT (-159.5219447 21.94546074),15007040700,RISKBEH,BINGE,CrdPrv,Binge Drinking
2018,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,40.9,,,40.1,41.6,6907,POINT (-156.5426669 20.90996813),15009030800,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,15.5,,,15.0,16.0,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,17.5,,,16.4,18.7,5882,POINT (-157.8941068 21.55452063),15003010201,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,15.2,,,14.9,15.6,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,21.0,,,20.6,21.4,8652,POINT (-156.3303372 20.82505697),15009030402,RISKBEH,BINGE,CrdPrv,Binge Drinking
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,27.0,,,26.6,27.4,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2018,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,67.1,,,65.3,68.9,2544,POINT (-159.4384998 21.90703588),15007040603,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,26.4,,,25.8,26.9,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,28.1,,,27.6,28.7,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,6.4,,,6.3,6.5,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,15.9,,,15.6,16.2,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,82.9,,,82.7,83.0,5882,POINT (-157.8941068 21.55452063),15003010201,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,2.7,,,2.6,2.8,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,21.8,,,21.5,22.1,6907,POINT (-156.5426669 20.90996813),15009030800,RISKBEH,BINGE,CrdPrv,Binge Drinking
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,6.0,,,5.8,6.3,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,2.5,,,2.5,2.6,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,82.9,,,82.9,83.0,2453,POINT (-156.2504199 20.86252093),15009030201,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,25.5,,,24.9,25.9,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,10.7,,,10.4,11.1,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,DIABETES,CrdPrv,Diabetes
2018,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,68.0,,,66.2,69.9,2544,POINT (-159.4384998 21.90703588),15007040603,PREVENT,DENTAL,CrdPrv,Dental Visit
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,12.3,,,11.6,13.0,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,8.9,,,8.7,9.2,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,3.0,,,2.8,3.2,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,STROKE,CrdPrv,Stroke
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,19.5,,,18.6,20.5,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,12.4,,,11.6,13.1,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,3.1,,,3.0,3.2,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,24.8,,,23.8,25.9,5882,POINT (-157.8941068 21.55452063),15003010201,RISKBEH,LPA,CrdPrv,Physical Inactivity
2018,HI,Hawaii,Maui,15009,15009030201,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,26.1,,,22.4,30.0,2453,POINT (-156.2504199 20.86252093),15009030201,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,23.1,,,22.6,23.6,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,OBESITY,CrdPrv,Obesity
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,12.3,,,12.0,12.7,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,DIABETES,CrdPrv,Diabetes
2018,HI,Hawaii,Maui,15009,15009030800,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,24.0,,,22.0,25.9,6907,POINT (-156.5426669 20.90996813),15009030800,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,6.4,,,6.1,6.7,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,23.7,,,23.0,24.3,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,OBESITY,CrdPrv,Obesity
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,84.2,,,84.1,84.4,8403,POINT (-159.5219447 21.94546074),15007040700,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,15.1,,,14.3,15.8,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,3.7,,,3.5,3.9,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,STROKE,CrdPrv,Stroke
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,79.1,,,78.8,79.4,5882,POINT (-157.8941068 21.55452063),15003010201,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2018,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,25.0,,,22.9,27.3,3139,POINT (-159.4840794 21.90956079),15007040604,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,82.9,,,82.5,83.3,8652,POINT (-156.3303372 20.82505697),15009030402,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,13.6,,,12.6,14.6,8403,POINT (-159.5219447 21.94546074),15007040700,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,28.3,,,27.9,28.7,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,9.0,,,8.7,9.2,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,22.1,,,20.7,23.7,2453,POINT (-156.2504199 20.86252093),15009030201,RISKBEH,LPA,CrdPrv,Physical Inactivity
2018,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,77.5,,,76.1,78.9,3139,POINT (-159.4840794 21.90956079),15007040604,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,14.7,,,14.2,15.2,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,DEPRESSION,CrdPrv,Depression
2018,HI,Hawaii,Maui,15009,15009030100,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,63.2,,,61.5,64.8,2291,POINT (-156.1446943 20.72704536),15009030100,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,3.8,,,3.7,4.0,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,STROKE,CrdPrv,Stroke
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,10.2,,,10.0,10.5,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,DIABETES,CrdPrv,Diabetes
2018,HI,Hawaii,Maui,15009,15009030402,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,25.4,,,22.7,28.5,8652,POINT (-156.3303372 20.82505697),15009030402,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,82.0,,,81.7,82.4,6907,POINT (-156.5426669 20.90996813),15009030800,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,18.5,,,17.9,19.2,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,DEPRESSION,CrdPrv,Depression
2018,HI,Hawaii,Maui,15009,15009030800,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,79.6,,,78.6,80.7,6907,POINT (-156.5426669 20.90996813),15009030800,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,11.1,,,10.3,11.9,2291,POINT (-156.1446943 20.72704536),15009030100,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,23.5,,,23.0,24.0,2453,POINT (-156.2504199 20.86252093),15009030201,RISKBEH,BINGE,CrdPrv,Binge Drinking
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,18.4,,,17.3,19.6,2291,POINT (-156.1446943 20.72704536),15009030100,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,9.6,,,9.2,10.1,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,DIABETES,CrdPrv,Diabetes
2018,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,26.3,,,23.2,29.7,2544,POINT (-159.4384998 21.90703588),15007040603,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,70.6,,,70.0,71.4,2291,POINT (-156.1446943 20.72704536),15009030100,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,9.7,,,9.4,10.0,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,5.6,,,5.1,6.1,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,COPD,CrdPrv,COPD
2018,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,36.8,,,35.8,37.7,2544,POINT (-159.4384998 21.90703588),15007040603,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2018,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,7.9,,,6.2,9.9,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,27.7,,,26.6,28.7,3139,POINT (-159.4840794 21.90956079),15007040604,RISKBEH,LPA,CrdPrv,Physical Inactivity
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,26.2,,,25.7,26.6,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2018,HI,Hawaii,Maui,15009,15009030201,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,80.7,,,78.6,82.6,2453,POINT (-156.2504199 20.86252093),15009030201,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,18.1,,,17.1,19.1,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,3.1,,,2.9,3.2,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,STROKE,CrdPrv,Stroke
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,23.8,,,22.7,24.9,2291,POINT (-156.1446943 20.72704536),15009030100,RISKBEH,LPA,CrdPrv,Physical Inactivity
2018,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,8.2,,,6.4,10.4,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2018,HI,Hawaii,Maui,15009,15009030800,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,24.8,,,22.9,27.0,6907,POINT (-156.5426669 20.90996813),15009030800,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,13.0,,,12.5,13.5,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,18.5,,,18.3,18.8,3139,POINT (-159.4840794 21.90956079),15007040604,RISKBEH,BINGE,CrdPrv,Binge Drinking
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,9.3,,,9.0,9.5,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,DIABETES,CrdPrv,Diabetes
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,6.1,,,6.0,6.3,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2018,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,69.2,,,68.0,70.5,5882,POINT (-157.8941068 21.55452063),15003010201,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,11.4,,,10.4,12.6,2544,POINT (-159.4384998 21.90703588),15007040603,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,27.9,,,27.3,28.5,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,2.6,,,2.5,2.7,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2018,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,72.1,,,70.8,73.3,5882,POINT (-157.8941068 21.55452063),15003010201,PREVENT,DENTAL,CrdPrv,Dental Visit
2018,HI,Hawaii,Maui,15009,15009030100,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,23.0,,,21.0,25.0,2291,POINT (-156.1446943 20.72704536),15009030100,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,69.9,,,69.4,70.4,5882,POINT (-157.8941068 21.55452063),15003010201,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,12.0,,,11.5,12.5,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,7.0,,,6.8,7.2,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,2.9,,,2.8,2.9,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,73.2,,,72.9,73.6,6907,POINT (-156.5426669 20.90996813),15009030800,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,30.0,,,29.4,30.6,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,77.8,,,77.5,78.2,8403,POINT (-159.5219447 21.94546074),15007040700,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,24.5,,,24.2,24.8,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2018,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,40.4,,,39.6,41.5,2291,POINT (-156.1446943 20.72704536),15009030100,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,74.1,,,73.6,74.6,8652,POINT (-156.3303372 20.82505697),15009030402,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2018,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,9.6,,,7.8,11.5,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,23.8,,,23.3,24.1,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2018,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,82.1,,,81.2,82.9,3139,POINT (-159.4840794 21.90956079),15007040604,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,82.6,,,82.3,83.0,2291,POINT (-156.1446943 20.72704536),15009030100,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2018,HI,Hawaii,Maui,15009,15009030201,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,73.2,,,71.2,74.9,2453,POINT (-156.2504199 20.86252093),15009030201,PREVENT,DENTAL,CrdPrv,Dental Visit
2018,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,21.3,,,19.5,23.3,3139,POINT (-159.4840794 21.90956079),15007040604,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,33.4,,,32.9,34.0,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,OBESITY,CrdPrv,Obesity
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,70.7,,,69.9,71.4,8652,POINT (-156.3303372 20.82505697),15009030402,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,12.6,,,12.0,13.1,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,5.5,,,5.3,5.7,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,23.0,,,22.2,23.7,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2018,HI,Hawaii,Maui,15009,15009030402,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,24.7,,,22.1,27.4,8652,POINT (-156.3303372 20.82505697),15009030402,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,10.7,,,10.3,11.0,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,12.5,,,11.8,13.2,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,13.2,,,12.7,13.8,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2018,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,72.2,,,70.8,73.5,8403,POINT (-159.5219447 21.94546074),15007040700,PREVENT,DENTAL,CrdPrv,Dental Visit
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,2.9,,,2.8,3.0,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,15.2,,,14.1,16.4,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,5.5,,,5.0,6.1,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,COPD,CrdPrv,COPD
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,3.7,,,3.4,3.9,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,STROKE,CrdPrv,Stroke
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,10.3,,,9.3,11.3,8652,POINT (-156.3303372 20.82505697),15009030402,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,3.3,,,3.2,3.4,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,13.9,,,13.2,14.6,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,23.2,,,22.7,23.8,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,15.6,,,14.8,16.5,3139,POINT (-159.4840794 21.90956079),15007040604,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,25.6,,,24.8,26.4,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,22.6,,,21.7,23.6,6907,POINT (-156.5426669 20.90996813),15009030800,RISKBEH,LPA,CrdPrv,Physical Inactivity
2018,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,77.6,,,76.1,79.2,8403,POINT (-159.5219447 21.94546074),15007040700,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,5.9,,,5.6,6.2,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,COPD,CrdPrv,COPD
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,10.2,,,9.5,11.0,5882,POINT (-157.8941068 21.55452063),15003010201,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,4.3,,,4.1,4.6,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,COPD,CrdPrv,COPD
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,5.0,,,4.7,5.4,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,9.6,,,9.4,9.8,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,15.3,,,14.0,16.7,8652,POINT (-156.3303372 20.82505697),15009030402,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,4.5,,,4.2,4.8,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,COPD,CrdPrv,COPD
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,18.5,,,18.0,18.9,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,DEPRESSION,CrdPrv,Depression
2018,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,24.1,,,21.1,27.2,2544,POINT (-159.4384998 21.90703588),15007040603,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,14.5,,,14.2,14.9,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,5.4,,,5.3,5.5,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,9.3,,,8.3,10.2,2453,POINT (-156.2504199 20.86252093),15009030201,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,78.5,,,78.0,78.9,2544,POINT (-159.4384998 21.90703588),15007040603,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,3.1,,,2.9,3.3,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,STROKE,CrdPrv,Stroke
2018,HI,Hawaii,Maui,15009,15009030100,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,78.5,,,77.1,79.9,2291,POINT (-156.1446943 20.72704536),15009030100,PREVENT,MAMMOUSE,CrdPrv,Mammography
2018,HI,Hawaii,Maui,15009,15009030100,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,22.7,,,20.4,25.1,2291,POINT (-156.1446943 20.72704536),15009030100,PREVENT,COREM,CrdPrv,Core preventive services for older men
2018,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,48.2,,,47.6,48.9,5882,POINT (-157.8941068 21.55452063),15003010201,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,16.1,,,15.1,17.0,6907,POINT (-156.5426669 20.90996813),15009030800,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2018,HI,Hawaii,Maui,15009,15009030402,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,63.8,,,61.5,65.9,8652,POINT (-156.3303372 20.82505697),15009030402,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,74.8,,,74.3,75.4,8403,POINT (-159.5219447 21.94546074),15007040700,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,10.6,,,10.0,11.3,6907,POINT (-156.5426669 20.90996813),15009030800,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,17.5,,,15.9,19.2,2453,POINT (-156.2504199 20.86252093),15009030201,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2018,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,8.1,,,7.1,9.3,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,5.0,,,4.8,5.3,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,8.7,,,8.5,8.9,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,13.0,,,12.4,13.5,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,4.8,,,4.5,5.1,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,18.2,,,16.8,19.5,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,74.2,,,73.8,74.6,2291,POINT (-156.1446943 20.72704536),15009030100,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,77.1,,,76.5,77.7,2544,POINT (-159.4384998 21.90703588),15007040603,PREVENT,BPMED,CrdPrv,Taking BP Medication
2018,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,37.8,,,37.1,38.6,2453,POINT (-156.2504199 20.86252093),15009030201,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,10.2,,,9.5,11.1,8403,POINT (-159.5219447 21.94546074),15007040700,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,29.8,,,29.4,30.1,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2018,HI,Hawaii,Maui,15009,15009030201,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,65.4,,,63.1,67.3,2453,POINT (-156.2504199 20.86252093),15009030201,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,67.7,,,67.1,68.2,6907,POINT (-156.5426669 20.90996813),15009030800,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,76.2,,,75.8,76.7,3139,POINT (-159.4840794 21.90956079),15007040604,PREVENT,BPMED,CrdPrv,Taking BP Medication
2018,HI,Hawaii,Maui,15009,15009030402,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,79.6,,,77.8,81.3,8652,POINT (-156.3303372 20.82505697),15009030402,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,24.3,,,23.8,24.7,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,OBESITY,CrdPrv,Obesity
2018,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,87.3,,,86.7,88.1,5882,POINT (-157.8941068 21.55452063),15003010201,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,6.1,,,5.8,6.5,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,17.9,,,17.5,18.2,2544,POINT (-159.4384998 21.90703588),15007040603,RISKBEH,BINGE,CrdPrv,Binge Drinking
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,26.0,,,25.6,26.5,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,OBESITY,CrdPrv,Obesity
2018,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,77.1,,,75.2,79.0,2544,POINT (-159.4384998 21.90703588),15007040603,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,6.9,,,6.8,7.1,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,31.2,,,30.8,31.8,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,15.1,,,14.5,15.7,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2018,HI,Hawaii,Maui,15009,15009030201,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,87.7,,,86.6,88.8,2453,POINT (-156.2504199 20.86252093),15009030201,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,4.3,,,4.2,4.4,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2018,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,36.4,,,35.6,36.9,8403,POINT (-159.5219447 21.94546074),15007040700,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,82.8,,,82.7,82.9,3139,POINT (-159.4840794 21.90956079),15007040604,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,25.2,,,24.6,25.9,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2018,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,27.8,,,25.4,30.3,8403,POINT (-159.5219447 21.94546074),15007040700,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,2.3,,,2.3,2.4,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2018,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,25.0,,,23.0,27.0,5882,POINT (-157.8941068 21.55452063),15003010201,PREVENT,COREM,CrdPrv,Core preventive services for older men
2018,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,64.2,,,62.8,65.7,3139,POINT (-159.4840794 21.90956079),15007040604,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
1 Year StateAbbr StateDesc CountyName CountyFIPS LocationName DataSource Category Measure Data_Value_Unit Data_Value_Type Data_Value Data_Value_Footnote_Symbol Data_Value_Footnote Low_Confidence_Limit High_Confidence_Limit TotalPopulation Geolocation LocationID CategoryID MeasureId DataValueTypeID Short_Question_Text
2 2019 CA California Inyo 06027 06027000800 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 36.1 35.2 36.8 3378 POINT (-117.1176757 36.25159703) 06027000800 HLTHOUT BPHIGH CrdPrv High Blood Pressure
3 2019 CA California Inyo 06027 06027000800 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 13.1 12.6 13.6 3378 POINT (-117.1176757 36.25159703) 06027000800 HLTHOUT DIABETES CrdPrv Diabetes
4 2019 CA California Inyo 06027 06027000800 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 15.1 14.4 15.8 3378 POINT (-117.1176757 36.25159703) 06027000800 HLTHSTAT MHLTH CrdPrv Mental Health
5 2018 CA California Inyo 06027 06027000800 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 82.0 80.5 83.4 3378 POINT (-117.1176757 36.25159703) 06027000800 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
6 2019 CA California Inyo 06027 06027000800 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 14.2 12.8 15.6 3378 POINT (-117.1176757 36.25159703) 06027000800 PREVENT ACCESS2 CrdPrv Health Insurance
7 2018 CA California Inyo 06027 06027000800 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 33.1 32.1 34.1 3378 POINT (-117.1176757 36.25159703) 06027000800 RISKBEH SLEEP CrdPrv Sleep <7 hours
8 2019 CA California Inyo 06027 06027000800 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 86.4 86.1 86.7 3378 POINT (-117.1176757 36.25159703) 06027000800 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
9 2019 CA California Inyo 06027 06027000800 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 17.2 15.8 18.5 3378 POINT (-117.1176757 36.25159703) 06027000800 RISKBEH CSMOKING CrdPrv Current Smoking
10 2019 CA California Inyo 06027 06027000800 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 8.6 8.1 9.1 3378 POINT (-117.1176757 36.25159703) 06027000800 HLTHOUT CHD CrdPrv Coronary Heart Disease
11 2019 CA California Inyo 06027 06027000800 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 30.2 29.4 31.0 3378 POINT (-117.1176757 36.25159703) 06027000800 HLTHOUT OBESITY CrdPrv Obesity
12 2019 CA California Inyo 06027 06027000800 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 24.2 22.4 25.9 3378 POINT (-117.1176757 36.25159703) 06027000800 HLTHSTAT GHLTH CrdPrv General Health
13 2019 CA California Inyo 06027 06027000800 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 74.3 73.6 74.9 3378 POINT (-117.1176757 36.25159703) 06027000800 PREVENT BPMED CrdPrv Taking BP Medication
14 2019 CA California Inyo 06027 06027000800 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 3.9 3.8 4.1 3378 POINT (-117.1176757 36.25159703) 06027000800 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
15 2019 CA California Inyo 06027 06027000800 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 16.8 15.8 17.7 3378 POINT (-117.1176757 36.25159703) 06027000800 HLTHSTAT PHLTH CrdPrv Physical Health
16 2018 CA California Inyo 06027 06027000800 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 25.6 22.4 29.2 3378 POINT (-117.1176757 36.25159703) 06027000800 PREVENT COREW CrdPrv Core preventive services for older women
17 2018 CA California Inyo 06027 06027000800 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 26.5 24.0 29.1 3378 POINT (-117.1176757 36.25159703) 06027000800 PREVENT COREM CrdPrv Core preventive services for older men
18 2019 CA California Inyo 06027 06027000800 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 72.5 71.9 73.0 3378 POINT (-117.1176757 36.25159703) 06027000800 PREVENT CHECKUP CrdPrv Annual Checkup
19 2019 CA California Inyo 06027 06027000800 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 26.9 25.3 28.4 3378 POINT (-117.1176757 36.25159703) 06027000800 RISKBEH LPA CrdPrv Physical Inactivity
20 2019 CA California Inyo 06027 06027000800 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 35.8 35.2 36.5 3378 POINT (-117.1176757 36.25159703) 06027000800 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
21 2019 CA California Inyo 06027 06027000800 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 8.3 8.0 8.5 3378 POINT (-117.1176757 36.25159703) 06027000800 HLTHOUT CANCER CrdPrv Cancer (except skin)
22 2019 CA California Inyo 06027 06027000800 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 19.5 18.9 20.2 3378 POINT (-117.1176757 36.25159703) 06027000800 HLTHOUT DEPRESSION CrdPrv Depression
23 2019 CA California Inyo 06027 06027000800 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 9.2 8.4 10.0 3378 POINT (-117.1176757 36.25159703) 06027000800 HLTHOUT COPD CrdPrv COPD
24 2019 CA California Inyo 06027 06027000800 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 16.2 15.8 16.6 3378 POINT (-117.1176757 36.25159703) 06027000800 RISKBEH BINGE CrdPrv Binge Drinking
25 2018 CA California Inyo 06027 06027000800 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 17.7 14.2 21.6 3378 POINT (-117.1176757 36.25159703) 06027000800 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
26 2019 CA California Inyo 06027 06027000800 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 10.1 9.7 10.4 3378 POINT (-117.1176757 36.25159703) 06027000800 HLTHOUT CASTHMA CrdPrv Current Asthma
27 2018 CA California Inyo 06027 06027000800 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 74.9 72.7 77.0 3378 POINT (-117.1176757 36.25159703) 06027000800 PREVENT MAMMOUSE CrdPrv Mammography
28 2018 CA California Inyo 06027 06027000800 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 58.1 55.6 59.9 3378 POINT (-117.1176757 36.25159703) 06027000800 PREVENT DENTAL CrdPrv Dental Visit
29 2018 CA California Inyo 06027 06027000800 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 61.5 59.2 63.6 3378 POINT (-117.1176757 36.25159703) 06027000800 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
30 2019 CA California Inyo 06027 06027000800 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 28.5 27.8 29.2 3378 POINT (-117.1176757 36.25159703) 06027000800 HLTHOUT ARTHRITIS CrdPrv Arthritis
31 2019 CA California Inyo 06027 06027000800 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 4.6 4.3 4.9 3378 POINT (-117.1176757 36.25159703) 06027000800 HLTHOUT STROKE CrdPrv Stroke
32 2019 CA California Placer 06061 06061021322 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 23.0 22.2 24.0 8762 POINT (-121.4057179 38.84598382) 06061021322 HLTHOUT OBESITY CrdPrv Obesity
33 2019 CA California Placer 06061 06061021322 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 23.2 22.5 23.9 8762 POINT (-121.4057179 38.84598382) 06061021322 HLTHOUT BPHIGH CrdPrv High Blood Pressure
34 2019 CA California Placer 06061 06061021322 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 3.9 3.7 4.2 8762 POINT (-121.4057179 38.84598382) 06061021322 HLTHOUT CHD CrdPrv Coronary Heart Disease
35 2019 CA California Placer 06061 06061021322 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 16.6 15.2 18.1 8762 POINT (-121.4057179 38.84598382) 06061021322 RISKBEH LPA CrdPrv Physical Inactivity
36 2019 CA California Placer 06061 06061021322 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 17.2 16.4 18.0 8762 POINT (-121.4057179 38.84598382) 06061021322 HLTHOUT DEPRESSION CrdPrv Depression
37 2019 CA California Placer 06061 06061021322 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 18.9 18.3 19.5 8762 POINT (-121.4057179 38.84598382) 06061021322 RISKBEH BINGE CrdPrv Binge Drinking
38 2018 CA California Placer 06061 06061021322 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 35.7 31.8 39.8 8762 POINT (-121.4057179 38.84598382) 06061021322 PREVENT COREM CrdPrv Core preventive services for older men
39 2018 CA California Placer 06061 06061021322 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 31.9 30.6 33.2 8762 POINT (-121.4057179 38.84598382) 06061021322 RISKBEH SLEEP CrdPrv Sleep <7 hours
40 2019 CA California Placer 06061 06061021322 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 2.2 2.1 2.3 8762 POINT (-121.4057179 38.84598382) 06061021322 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
41 2019 CA California Placer 06061 06061021322 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 8.6 8.2 8.9 8762 POINT (-121.4057179 38.84598382) 06061021322 HLTHOUT CASTHMA CrdPrv Current Asthma
42 2019 CA California Placer 06061 06061021322 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 12.0 11.1 13.0 8762 POINT (-121.4057179 38.84598382) 06061021322 HLTHSTAT MHLTH CrdPrv Mental Health
43 2018 CA California Placer 06061 06061021322 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 83.4 81.6 85.2 8762 POINT (-121.4057179 38.84598382) 06061021322 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
44 2019 CA California Placer 06061 06061021322 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 6.9 6.6 7.3 8762 POINT (-121.4057179 38.84598382) 06061021322 HLTHOUT DIABETES CrdPrv Diabetes
45 2018 CA California Placer 06061 06061021322 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 34.4 30.3 38.5 8762 POINT (-121.4057179 38.84598382) 06061021322 PREVENT COREW CrdPrv Core preventive services for older women
46 2019 CA California Placer 06061 06061021322 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 28.8 28.2 29.4 8762 POINT (-121.4057179 38.84598382) 06061021322 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
47 2019 CA California Placer 06061 06061021322 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 86.2 85.7 86.8 8762 POINT (-121.4057179 38.84598382) 06061021322 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
48 2018 CA California Placer 06061 06061021322 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 78.2 75.6 80.3 8762 POINT (-121.4057179 38.84598382) 06061021322 PREVENT MAMMOUSE CrdPrv Mammography
49 2019 CA California Placer 06061 06061021322 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 5.9 5.7 6.1 8762 POINT (-121.4057179 38.84598382) 06061021322 HLTHOUT CANCER CrdPrv Cancer (except skin)
50 2019 CA California Placer 06061 06061021322 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 2.2 2.0 2.4 8762 POINT (-121.4057179 38.84598382) 06061021322 HLTHOUT STROKE CrdPrv Stroke
51 2018 CA California Placer 06061 06061021322 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 72.1 69.9 74.0 8762 POINT (-121.4057179 38.84598382) 06061021322 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
52 2019 CA California Placer 06061 06061021322 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 9.0 7.8 10.6 8762 POINT (-121.4057179 38.84598382) 06061021322 PREVENT ACCESS2 CrdPrv Health Insurance
53 2019 CA California Placer 06061 06061021322 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 11.4 9.8 13.2 8762 POINT (-121.4057179 38.84598382) 06061021322 RISKBEH CSMOKING CrdPrv Current Smoking
54 2019 CA California Placer 06061 06061021322 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 67.4 66.4 68.4 8762 POINT (-121.4057179 38.84598382) 06061021322 PREVENT BPMED CrdPrv Taking BP Medication
55 2019 CA California Placer 06061 06061021322 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 9.4 8.7 10.1 8762 POINT (-121.4057179 38.84598382) 06061021322 HLTHSTAT PHLTH CrdPrv Physical Health
56 2019 CA California Placer 06061 06061021322 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 70.2 69.4 70.9 8762 POINT (-121.4057179 38.84598382) 06061021322 PREVENT CHECKUP CrdPrv Annual Checkup
57 2018 CA California Placer 06061 06061021322 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 7.6 5.6 10.0 8762 POINT (-121.4057179 38.84598382) 06061021322 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
58 2019 CA California Placer 06061 06061021322 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 12.3 11.0 13.6 8762 POINT (-121.4057179 38.84598382) 06061021322 HLTHSTAT GHLTH CrdPrv General Health
59 2019 CA California Placer 06061 06061021322 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 4.2 3.8 4.8 8762 POINT (-121.4057179 38.84598382) 06061021322 HLTHOUT COPD CrdPrv COPD
60 2019 CA California Placer 06061 06061021322 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 18.7 18.0 19.4 8762 POINT (-121.4057179 38.84598382) 06061021322 HLTHOUT ARTHRITIS CrdPrv Arthritis
61 2018 CA California Placer 06061 06061021322 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 71.8 69.5 74.1 8762 POINT (-121.4057179 38.84598382) 06061021322 PREVENT DENTAL CrdPrv Dental Visit
62 2019 CA California San Benito 06069 06069000802 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 6.5 5.9 7.0 2534 POINT (-121.0070559 36.54987144) 06069000802 HLTHOUT COPD CrdPrv COPD
63 2018 CA California San Benito 06069 06069000802 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 12.3 9.6 15.5 2534 POINT (-121.0070559 36.54987144) 06069000802 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
64 2018 CA California San Benito 06069 06069000802 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 77.6 75.4 79.6 2534 POINT (-121.0070559 36.54987144) 06069000802 PREVENT MAMMOUSE CrdPrv Mammography
65 2019 CA California San Benito 06069 06069000802 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 9.3 9.0 9.6 2534 POINT (-121.0070559 36.54987144) 06069000802 HLTHOUT CASTHMA CrdPrv Current Asthma
66 2019 CA California San Benito 06069 06069000802 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 23.6 23.0 24.3 2534 POINT (-121.0070559 36.54987144) 06069000802 HLTHOUT ARTHRITIS CrdPrv Arthritis
67 2018 CA California San Benito 06069 06069000802 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 64.8 62.9 67.0 2534 POINT (-121.0070559 36.54987144) 06069000802 PREVENT DENTAL CrdPrv Dental Visit
68 2019 CA California San Benito 06069 06069000802 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 2.9 2.8 3.0 2534 POINT (-121.0070559 36.54987144) 06069000802 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
69 2018 CA California San Benito 06069 06069000802 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 84.7 83.5 86.0 2534 POINT (-121.0070559 36.54987144) 06069000802 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
70 2019 CA California San Benito 06069 06069000802 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 18.7 18.3 19.1 2534 POINT (-121.0070559 36.54987144) 06069000802 RISKBEH BINGE CrdPrv Binge Drinking
71 2019 CA California San Benito 06069 06069000802 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 13.5 12.9 14.2 2534 POINT (-121.0070559 36.54987144) 06069000802 HLTHSTAT MHLTH CrdPrv Mental Health
72 2018 CA California San Benito 06069 06069000802 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 30.3 26.8 34.1 2534 POINT (-121.0070559 36.54987144) 06069000802 PREVENT COREM CrdPrv Core preventive services for older men
73 2019 CA California San Benito 06069 06069000802 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 13.4 12.7 14.2 2534 POINT (-121.0070559 36.54987144) 06069000802 HLTHSTAT PHLTH CrdPrv Physical Health
74 2019 CA California San Benito 06069 06069000802 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 19.2 18.6 19.9 2534 POINT (-121.0070559 36.54987144) 06069000802 HLTHOUT DEPRESSION CrdPrv Depression
75 2019 CA California San Benito 06069 06069000802 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 7.0 6.8 7.2 2534 POINT (-121.0070559 36.54987144) 06069000802 HLTHOUT CANCER CrdPrv Cancer (except skin)
76 2019 CA California San Benito 06069 06069000802 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 32.7 32.1 33.3 2534 POINT (-121.0070559 36.54987144) 06069000802 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
77 2019 CA California San Benito 06069 06069000802 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 87.1 86.9 87.2 2534 POINT (-121.0070559 36.54987144) 06069000802 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
78 2018 CA California San Benito 06069 06069000802 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 31.9 30.7 32.8 2534 POINT (-121.0070559 36.54987144) 06069000802 RISKBEH SLEEP CrdPrv Sleep <7 hours
79 2019 CA California San Benito 06069 06069000802 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 18.9 17.5 20.4 2534 POINT (-121.0070559 36.54987144) 06069000802 HLTHSTAT GHLTH CrdPrv General Health
80 2019 CA California San Benito 06069 06069000802 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 70.6 69.8 71.2 2534 POINT (-121.0070559 36.54987144) 06069000802 PREVENT BPMED CrdPrv Taking BP Medication
81 2018 CA California San Benito 06069 06069000802 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 29.3 26.0 32.8 2534 POINT (-121.0070559 36.54987144) 06069000802 PREVENT COREW CrdPrv Core preventive services for older women
82 2019 CA California San Benito 06069 06069000802 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 71.1 70.5 71.7 2534 POINT (-121.0070559 36.54987144) 06069000802 PREVENT CHECKUP CrdPrv Annual Checkup
83 2019 CA California San Benito 06069 06069000802 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 3.2 3.0 3.4 2534 POINT (-121.0070559 36.54987144) 06069000802 HLTHOUT STROKE CrdPrv Stroke
84 2018 CA California San Benito 06069 06069000802 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 65.7 63.5 67.7 2534 POINT (-121.0070559 36.54987144) 06069000802 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
85 2019 CA California San Benito 06069 06069000802 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 22.7 21.4 24.1 2534 POINT (-121.0070559 36.54987144) 06069000802 RISKBEH LPA CrdPrv Physical Inactivity
86 2019 CA California San Benito 06069 06069000802 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 13.2 11.9 14.5 2534 POINT (-121.0070559 36.54987144) 06069000802 PREVENT ACCESS2 CrdPrv Health Insurance
87 2019 CA California San Benito 06069 06069000802 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 10.2 9.8 10.6 2534 POINT (-121.0070559 36.54987144) 06069000802 HLTHOUT DIABETES CrdPrv Diabetes
88 2019 CA California San Benito 06069 06069000802 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 30.2 29.5 30.9 2534 POINT (-121.0070559 36.54987144) 06069000802 HLTHOUT BPHIGH CrdPrv High Blood Pressure
89 2019 CA California San Benito 06069 06069000802 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 5.8 5.5 6.1 2534 POINT (-121.0070559 36.54987144) 06069000802 HLTHOUT CHD CrdPrv Coronary Heart Disease
90 2019 CA California San Benito 06069 06069000802 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 29.2 28.4 30.0 2534 POINT (-121.0070559 36.54987144) 06069000802 HLTHOUT OBESITY CrdPrv Obesity
91 2019 CA California San Benito 06069 06069000802 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 14.5 13.3 15.7 2534 POINT (-121.0070559 36.54987144) 06069000802 RISKBEH CSMOKING CrdPrv Current Smoking
92 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 73.5 73.1 73.8 6322 POINT (-155.8112721 20.16059783) 15001021800 PREVENT BPMED CrdPrv Taking BP Medication
93 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 29.4 29.0 29.8 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT OBESITY CrdPrv Obesity
94 2018 HI Hawaii Hawaii 15001 15001021101 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 23.4 20.4 26.5 3531 POINT (-154.8953489 19.44949565) 15001021101 PREVENT COREW CrdPrv Core preventive services for older women
95 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 20.7 20.5 20.9 7884 POINT (-155.1037996 19.49754656) 15001021010 RISKBEH BINGE CrdPrv Binge Drinking
96 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 12.4 11.9 12.9 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHSTAT PHLTH CrdPrv Physical Health
97 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 24.3 24.0 24.7 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT OBESITY CrdPrv Obesity
98 2018 HI Hawaii Hawaii 15001 15001021402 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 64.9 63.7 66.2 4025 POINT (-155.906965 19.51804981) 15001021402 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
99 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 15.9 15.6 16.3 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT DEPRESSION CrdPrv Depression
100 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 10.8 10.3 11.3 6322 POINT (-155.8112721 20.16059783) 15001021800 PREVENT ACCESS2 CrdPrv Health Insurance
101 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 24.9 23.8 25.9 4025 POINT (-155.906965 19.51804981) 15001021402 RISKBEH LPA CrdPrv Physical Inactivity
102 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 3.0 3.0 3.1 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
103 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 16.0 14.9 17.2 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHSTAT PHLTH CrdPrv Physical Health
104 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 21.1 20.8 21.4 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT DEPRESSION CrdPrv Depression
105 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 11.3 11.1 11.5 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT CASTHMA CrdPrv Current Asthma
106 2018 HI Hawaii Hawaii 15001 15001021402 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 82.3 81.3 83.2 4025 POINT (-155.906965 19.51804981) 15001021402 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
107 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 2.9 2.8 3.0 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
108 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 74.5 73.9 75.1 3531 POINT (-154.8953489 19.44949565) 15001021101 PREVENT CHECKUP CrdPrv Annual Checkup
109 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 5.8 5.5 6.0 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT COPD CrdPrv COPD
110 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 15.6 14.7 16.5 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHSTAT MHLTH CrdPrv Mental Health
111 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 18.2 18.0 18.4 4025 POINT (-155.906965 19.51804981) 15001021402 RISKBEH BINGE CrdPrv Binge Drinking
112 2018 HI Hawaii Hawaii 15001 15001021101 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 20.3 17.4 23.4 3531 POINT (-154.8953489 19.44949565) 15001021101 PREVENT COREM CrdPrv Core preventive services for older men
113 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 11.5 10.9 12.2 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT DIABETES CrdPrv Diabetes
114 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 28.8 28.6 29.1 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
115 2018 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 10.1 9.1 11.3 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
116 2018 HI Hawaii Hawaii 15001 15001021010 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 22.6 21.1 24.3 7884 POINT (-155.1037996 19.49754656) 15001021010 PREVENT COREW CrdPrv Core preventive services for older women
117 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 14.0 13.6 14.3 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHSTAT MHLTH CrdPrv Mental Health
118 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 72.6 72.3 72.9 7884 POINT (-155.1037996 19.49754656) 15001021010 PREVENT CHECKUP CrdPrv Annual Checkup
119 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 32.6 31.6 33.6 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT BPHIGH CrdPrv High Blood Pressure
120 2018 HI Hawaii Hawaii 15001 15001021800 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 83.2 82.6 83.9 6322 POINT (-155.8112721 20.16059783) 15001021800 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
121 2018 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 8.5 7.2 10.1 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
122 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 19.8 19.1 20.6 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT DEPRESSION CrdPrv Depression
123 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 17.8 17.4 18.3 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHSTAT MHLTH CrdPrv Mental Health
124 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 29.5 29.2 29.8 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
125 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 83.8 83.7 83.9 4025 POINT (-155.906965 19.51804981) 15001021402 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
126 2018 HI Hawaii Hawaii 15001 15001021010 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 61.9 60.9 63.0 7884 POINT (-155.1037996 19.49754656) 15001021010 PREVENT DENTAL CrdPrv Dental Visit
127 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 5.9 5.9 6.1 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT CANCER CrdPrv Cancer (except skin)
128 2018 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 13.3 11.7 15.1 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
129 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 13.2 12.9 13.6 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHSTAT PHLTH CrdPrv Physical Health
130 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 82.5 82.4 82.6 3531 POINT (-154.8953489 19.44949565) 15001021101 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
131 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 23.8 23.4 24.2 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT ARTHRITIS CrdPrv Arthritis
132 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 9.2 9.0 9.4 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT CASTHMA CrdPrv Current Asthma
133 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 11.2 10.8 11.5 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT DIABETES CrdPrv Diabetes
134 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 10.4 10.0 10.7 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT CASTHMA CrdPrv Current Asthma
135 2018 HI Hawaii Hawaii 15001 15001021800 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 20.5 19.1 22.0 6322 POINT (-155.8112721 20.16059783) 15001021800 PREVENT COREM CrdPrv Core preventive services for older men
136 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 79.8 79.7 79.9 7884 POINT (-155.1037996 19.49754656) 15001021010 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
137 2018 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 39.4 38.2 41.2 3531 POINT (-154.8953489 19.44949565) 15001021101 RISKBEH SLEEP CrdPrv Sleep <7 hours
138 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 29.6 29.1 30.2 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT BPHIGH CrdPrv High Blood Pressure
139 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 29.8 29.4 30.2 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT BPHIGH CrdPrv High Blood Pressure
140 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 21.7 21.3 22.1 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT OBESITY CrdPrv Obesity
141 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 6.4 6.2 6.6 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT CHD CrdPrv Coronary Heart Disease
142 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 3.2 3.1 3.3 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
143 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 22.6 21.7 23.6 7884 POINT (-155.1037996 19.49754656) 15001021010 RISKBEH CSMOKING CrdPrv Current Smoking
144 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 10.7 10.5 11.0 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT DIABETES CrdPrv Diabetes
145 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 19.1 18.7 19.5 3531 POINT (-154.8953489 19.44949565) 15001021101 RISKBEH BINGE CrdPrv Binge Drinking
146 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 11.4 10.6 12.1 4025 POINT (-155.906965 19.51804981) 15001021402 PREVENT ACCESS2 CrdPrv Health Insurance
147 2018 HI Hawaii Hawaii 15001 15001021800 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 76.2 75.3 77.1 6322 POINT (-155.8112721 20.16059783) 15001021800 PREVENT MAMMOUSE CrdPrv Mammography
148 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 70.6 70.1 71.0 7884 POINT (-155.1037996 19.49754656) 15001021010 PREVENT BPMED CrdPrv Taking BP Medication
149 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 25.7 24.8 26.6 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT ARTHRITIS CrdPrv Arthritis
150 2018 HI Hawaii Hawaii 15001 15001021402 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 21.4 19.4 23.6 4025 POINT (-155.906965 19.51804981) 15001021402 PREVENT COREM CrdPrv Core preventive services for older men
151 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 9.8 9.6 9.9 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT CASTHMA CrdPrv Current Asthma
152 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 12.5 11.9 13.1 7884 POINT (-155.1037996 19.49754656) 15001021010 PREVENT ACCESS2 CrdPrv Health Insurance
153 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 3.6 3.4 3.7 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT STROKE CrdPrv Stroke
154 2018 HI Hawaii Hawaii 15001 15001021101 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 65.5 63.5 68.0 3531 POINT (-154.8953489 19.44949565) 15001021101 PREVENT DENTAL CrdPrv Dental Visit
155 2018 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 40.2 39.7 40.7 6322 POINT (-155.8112721 20.16059783) 15001021800 RISKBEH SLEEP CrdPrv Sleep <7 hours
156 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 3.5 3.3 3.6 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
157 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 4.0 3.9 4.2 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT STROKE CrdPrv Stroke
158 2018 HI Hawaii Hawaii 15001 15001021101 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 63.8 61.3 66.1 3531 POINT (-154.8953489 19.44949565) 15001021101 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
159 2018 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 42.6 41.8 43.1 7884 POINT (-155.1037996 19.49754656) 15001021010 RISKBEH SLEEP CrdPrv Sleep <7 hours
160 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 83.1 83.0 83.3 6322 POINT (-155.8112721 20.16059783) 15001021800 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
161 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 27.3 26.5 28.1 7884 POINT (-155.1037996 19.49754656) 15001021010 RISKBEH LPA CrdPrv Physical Inactivity
162 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 7.4 7.1 7.8 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT COPD CrdPrv COPD
163 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 25.8 24.0 27.7 3531 POINT (-154.8953489 19.44949565) 15001021101 RISKBEH LPA CrdPrv Physical Inactivity
164 2018 HI Hawaii Hawaii 15001 15001021010 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 60.7 59.6 61.7 7884 POINT (-155.1037996 19.49754656) 15001021010 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
165 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 17.7 17.4 17.9 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT DEPRESSION CrdPrv Depression
166 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 18.0 17.1 19.0 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHSTAT GHLTH CrdPrv General Health
167 2018 HI Hawaii Hawaii 15001 15001021800 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 24.1 22.7 25.6 6322 POINT (-155.8112721 20.16059783) 15001021800 PREVENT COREW CrdPrv Core preventive services for older women
168 2018 HI Hawaii Hawaii 15001 15001021101 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 83.4 82.0 84.8 3531 POINT (-154.8953489 19.44949565) 15001021101 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
169 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 74.4 73.9 74.9 4025 POINT (-155.906965 19.51804981) 15001021402 PREVENT BPMED CrdPrv Taking BP Medication
170 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 4.2 3.9 4.5 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT STROKE CrdPrv Stroke
171 2018 HI Hawaii Hawaii 15001 15001021402 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 24.8 22.8 26.9 4025 POINT (-155.906965 19.51804981) 15001021402 PREVENT COREW CrdPrv Core preventive services for older women
172 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 75.9 75.6 76.3 4025 POINT (-155.906965 19.51804981) 15001021402 PREVENT CHECKUP CrdPrv Annual Checkup
173 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 18.3 17.6 19.0 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHSTAT GHLTH CrdPrv General Health
174 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 75.4 75.2 75.7 6322 POINT (-155.8112721 20.16059783) 15001021800 PREVENT CHECKUP CrdPrv Annual Checkup
175 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 19.2 19.0 19.4 6322 POINT (-155.8112721 20.16059783) 15001021800 RISKBEH BINGE CrdPrv Binge Drinking
176 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 13.2 12.7 13.6 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHSTAT MHLTH CrdPrv Mental Health
177 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 6.0 5.8 6.3 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT CHD CrdPrv Coronary Heart Disease
178 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 24.0 23.3 24.8 6322 POINT (-155.8112721 20.16059783) 15001021800 RISKBEH LPA CrdPrv Physical Inactivity
179 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 11.2 10.9 11.4 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT DIABETES CrdPrv Diabetes
180 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 30.6 30.2 31.0 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT BPHIGH CrdPrv High Blood Pressure
181 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 6.7 6.6 6.8 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT CANCER CrdPrv Cancer (except skin)
182 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 19.3 17.2 21.4 3531 POINT (-154.8953489 19.44949565) 15001021101 RISKBEH CSMOKING CrdPrv Current Smoking
183 2018 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 40.2 39.3 41.0 4025 POINT (-155.906965 19.51804981) 15001021402 RISKBEH SLEEP CrdPrv Sleep <7 hours
184 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 10.2 9.1 11.4 3531 POINT (-154.8953489 19.44949565) 15001021101 PREVENT ACCESS2 CrdPrv Health Insurance
185 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 16.7 16.2 17.2 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHSTAT PHLTH CrdPrv Physical Health
186 2018 HI Hawaii Hawaii 15001 15001021800 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 66.0 65.0 67.0 6322 POINT (-155.8112721 20.16059783) 15001021800 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
187 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 5.2 4.9 5.5 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT COPD CrdPrv COPD
188 2018 HI Hawaii Hawaii 15001 15001021800 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 67.4 66.4 68.4 6322 POINT (-155.8112721 20.16059783) 15001021800 PREVENT DENTAL CrdPrv Dental Visit
189 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 6.8 6.6 7.0 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT CANCER CrdPrv Cancer (except skin)
190 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 21.1 20.6 21.5 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT ARTHRITIS CrdPrv Arthritis
191 2018 HI Hawaii Hawaii 15001 15001021010 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 83.0 82.5 83.7 7884 POINT (-155.1037996 19.49754656) 15001021010 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
192 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 22.6 22.2 22.9 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT ARTHRITIS CrdPrv Arthritis
193 2018 HI Hawaii Hawaii 15001 15001021402 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 75.9 74.6 77.2 4025 POINT (-155.906965 19.51804981) 15001021402 PREVENT MAMMOUSE CrdPrv Mammography
194 2018 HI Hawaii Hawaii 15001 15001021402 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 68.3 67.0 69.7 4025 POINT (-155.906965 19.51804981) 15001021402 PREVENT DENTAL CrdPrv Dental Visit
195 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 30.8 30.2 31.4 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
196 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 74.6 73.7 75.4 3531 POINT (-154.8953489 19.44949565) 15001021101 PREVENT BPMED CrdPrv Taking BP Medication
197 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 6.3 6.2 6.4 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT CANCER CrdPrv Cancer (except skin)
198 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 27.9 27.0 28.8 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT OBESITY CrdPrv Obesity
199 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 29.8 29.4 30.2 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
200 2018 HI Hawaii Hawaii 15001 15001021010 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 76.2 75.1 77.3 7884 POINT (-155.1037996 19.49754656) 15001021010 PREVENT MAMMOUSE CrdPrv Mammography
201 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 3.7 3.6 3.8 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT STROKE CrdPrv Stroke
202 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 7.7 7.2 8.3 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT CHD CrdPrv Coronary Heart Disease
203 2018 HI Hawaii Hawaii 15001 15001021010 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 18.5 17.0 20.1 7884 POINT (-155.1037996 19.49754656) 15001021010 PREVENT COREM CrdPrv Core preventive services for older men
204 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 16.8 16.1 17.6 6322 POINT (-155.8112721 20.16059783) 15001021800 RISKBEH CSMOKING CrdPrv Current Smoking
205 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 6.9 6.7 7.1 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT CHD CrdPrv Coronary Heart Disease
206 2018 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 11.9 8.9 15.0 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
207 2018 HI Hawaii Hawaii 15001 15001021101 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 77.6 75.5 79.5 3531 POINT (-154.8953489 19.44949565) 15001021101 PREVENT MAMMOUSE CrdPrv Mammography
208 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 21.0 19.1 23.0 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHSTAT GHLTH CrdPrv General Health
209 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 16.1 15.1 17.0 4025 POINT (-155.906965 19.51804981) 15001021402 RISKBEH CSMOKING CrdPrv Current Smoking
210 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 22.9 22.1 23.7 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHSTAT GHLTH CrdPrv General Health
211 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 7.3 6.5 8.2 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT COPD CrdPrv COPD
212 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 15.7 14.4 17.0 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHSTAT GHLTH CrdPrv General Health
213 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 2.8 2.7 2.9 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT STROKE CrdPrv Stroke
214 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 6.7 6.6 6.9 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT CANCER CrdPrv Cancer (except skin)
215 2018 HI Hawaii Honolulu 15003 15003010201 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 27.0 25.1 28.9 5882 POINT (-157.8941068 21.55452063) 15003010201 PREVENT COREW CrdPrv Core preventive services for older women
216 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 10.7 10.3 11.1 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT DIABETES CrdPrv Diabetes
217 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 17.2 16.7 17.6 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT DEPRESSION CrdPrv Depression
218 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 9.1 8.9 9.3 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT CASTHMA CrdPrv Current Asthma
219 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 20.4 19.8 21.0 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT ARTHRITIS CrdPrv Arthritis
220 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 22.7 22.3 23.1 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT ARTHRITIS CrdPrv Arthritis
221 2018 HI Hawaii Maui 15009 15009030800 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 61.8 60.6 63.0 6907 POINT (-156.5426669 20.90996813) 15009030800 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
222 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 11.7 11.0 12.4 3139 POINT (-159.4840794 21.90956079) 15007040604 PREVENT ACCESS2 CrdPrv Health Insurance
223 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 3.5 3.3 3.6 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT STROKE CrdPrv Stroke
224 2018 HI Hawaii Kauai 15007 15007040700 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 84.8 83.9 85.7 8403 POINT (-159.5219447 21.94546074) 15007040700 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
225 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 23.0 22.7 23.4 2291 POINT (-156.1446943 20.72704536) 15009030100 RISKBEH BINGE CrdPrv Binge Drinking
226 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 24.3 23.7 25.0 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT OBESITY CrdPrv Obesity
227 2018 HI Hawaii Kauai 15007 15007040604 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 65.5 64.3 66.8 3139 POINT (-159.4840794 21.90956079) 15007040604 PREVENT DENTAL CrdPrv Dental Visit
228 2018 HI Hawaii Maui 15009 15009030402 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 38.7 38.0 39.4 8652 POINT (-156.3303372 20.82505697) 15009030402 RISKBEH SLEEP CrdPrv Sleep <7 hours
229 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 22.6 22.0 23.1 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT ARTHRITIS CrdPrv Arthritis
230 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 22.7 21.4 24.2 8652 POINT (-156.3303372 20.82505697) 15009030402 RISKBEH LPA CrdPrv Physical Inactivity
231 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 29.3 28.9 29.7 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
232 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 27.5 26.6 28.4 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT OBESITY CrdPrv Obesity
233 2019 HI Hawaii Maui 15009 15009030201 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 73.0 72.4 73.6 2453 POINT (-156.2504199 20.86252093) 15009030201 PREVENT CHECKUP CrdPrv Annual Checkup
234 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 14.1 13.6 14.7 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHSTAT MHLTH CrdPrv Mental Health
235 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 24.3 23.2 25.5 8403 POINT (-159.5219447 21.94546074) 15007040700 RISKBEH LPA CrdPrv Physical Inactivity
236 2018 HI Hawaii Maui 15009 15009030402 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 71.5 69.7 73.4 8652 POINT (-156.3303372 20.82505697) 15009030402 PREVENT DENTAL CrdPrv Dental Visit
237 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 14.9 13.7 16.2 2544 POINT (-159.4384998 21.90703588) 15007040603 RISKBEH CSMOKING CrdPrv Current Smoking
238 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 6.3 6.1 6.4 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT CANCER CrdPrv Cancer (except skin)
239 2019 HI Hawaii Maui 15009 15009030201 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 69.2 68.1 70.1 2453 POINT (-156.2504199 20.86252093) 15009030201 PREVENT BPMED CrdPrv Taking BP Medication
240 2018 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 11.2 9.4 13.1 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
241 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 83.6 83.3 83.8 2544 POINT (-159.4384998 21.90703588) 15007040603 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
242 2018 HI Hawaii Maui 15009 15009030800 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 70.2 69.0 71.4 6907 POINT (-156.5426669 20.90996813) 15009030800 PREVENT DENTAL CrdPrv Dental Visit
243 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 18.6 18.2 18.9 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT ARTHRITIS CrdPrv Arthritis
244 2018 HI Hawaii Maui 15009 15009030100 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 85.6 84.8 86.6 2291 POINT (-156.1446943 20.72704536) 15009030100 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
245 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 6.1 5.7 6.6 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT COPD CrdPrv COPD
246 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 31.0 30.5 31.5 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT BPHIGH CrdPrv High Blood Pressure
247 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 11.0 10.4 11.6 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHSTAT PHLTH CrdPrv Physical Health
248 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 13.9 13.4 14.3 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHSTAT MHLTH CrdPrv Mental Health
249 2018 HI Hawaii Maui 15009 15009030201 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 25.3 21.7 29.2 2453 POINT (-156.2504199 20.86252093) 15009030201 PREVENT COREW CrdPrv Core preventive services for older women
250 2018 HI Hawaii Honolulu 15003 15003010201 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 82.1 81.0 83.1 5882 POINT (-157.8941068 21.55452063) 15003010201 PREVENT MAMMOUSE CrdPrv Mammography
251 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 15.7 14.8 16.7 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHSTAT GHLTH CrdPrv General Health
252 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 10.8 10.3 11.3 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHSTAT PHLTH CrdPrv Physical Health
253 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 31.1 30.3 31.8 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT BPHIGH CrdPrv High Blood Pressure
254 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 12.2 12.0 12.5 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT CASTHMA CrdPrv Current Asthma
255 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 27.0 25.3 28.5 2544 POINT (-159.4384998 21.90703588) 15007040603 RISKBEH LPA CrdPrv Physical Inactivity
256 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 29.2 28.6 29.8 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT OBESITY CrdPrv Obesity
257 2018 HI Hawaii Maui 15009 15009030402 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 85.0 83.8 86.2 8652 POINT (-156.3303372 20.82505697) 15009030402 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
258 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 4.6 4.3 5.0 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT COPD CrdPrv COPD
259 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 77.8 77.5 78.1 3139 POINT (-159.4840794 21.90956079) 15007040604 PREVENT CHECKUP CrdPrv Annual Checkup
260 2018 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 6.2 5.1 7.5 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
261 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 8.9 8.5 9.4 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT DIABETES CrdPrv Diabetes
262 2018 HI Hawaii Kauai 15007 15007040700 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 25.6 23.3 27.9 8403 POINT (-159.5219447 21.94546074) 15007040700 PREVENT COREW CrdPrv Core preventive services for older women
263 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 12.9 12.5 13.4 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHSTAT MHLTH CrdPrv Mental Health
264 2018 HI Hawaii Maui 15009 15009030100 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 67.9 66.6 69.3 2291 POINT (-156.1446943 20.72704536) 15009030100 PREVENT DENTAL CrdPrv Dental Visit
265 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 5.8 5.5 6.2 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT COPD CrdPrv COPD
266 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 20.0 19.0 21.0 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHSTAT GHLTH CrdPrv General Health
267 2018 HI Hawaii Kauai 15007 15007040603 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 82.4 80.9 84.0 2544 POINT (-159.4384998 21.90703588) 15007040603 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
268 2018 HI Hawaii Maui 15009 15009030800 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 84.2 83.4 85.1 6907 POINT (-156.5426669 20.90996813) 15009030800 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
269 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 25.3 24.6 26.0 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT ARTHRITIS CrdPrv Arthritis
270 2018 HI Hawaii Kauai 15007 15007040700 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 69.0 67.5 70.4 8403 POINT (-159.5219447 21.94546074) 15007040700 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
271 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 10.2 10.0 10.5 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT CASTHMA CrdPrv Current Asthma
272 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 12.2 11.5 12.8 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT DIABETES CrdPrv Diabetes
273 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 21.3 21.0 21.6 5882 POINT (-157.8941068 21.55452063) 15003010201 RISKBEH BINGE CrdPrv Binge Drinking
274 2018 HI Hawaii Kauai 15007 15007040604 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 37.5 36.9 38.1 3139 POINT (-159.4840794 21.90956079) 15007040604 RISKBEH SLEEP CrdPrv Sleep <7 hours
275 2018 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 10.1 8.7 11.6 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
276 2018 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 8.1 6.2 10.2 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
277 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 6.5 6.3 6.8 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT CANCER CrdPrv Cancer (except skin)
278 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 19.2 18.9 19.6 8403 POINT (-159.5219447 21.94546074) 15007040700 RISKBEH BINGE CrdPrv Binge Drinking
279 2018 HI Hawaii Maui 15009 15009030800 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 40.9 40.1 41.6 6907 POINT (-156.5426669 20.90996813) 15009030800 RISKBEH SLEEP CrdPrv Sleep <7 hours
280 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 15.5 15.0 16.0 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT DEPRESSION CrdPrv Depression
281 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 17.5 16.4 18.7 5882 POINT (-157.8941068 21.55452063) 15003010201 RISKBEH CSMOKING CrdPrv Current Smoking
282 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 15.2 14.9 15.6 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT DEPRESSION CrdPrv Depression
283 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 21.0 20.6 21.4 8652 POINT (-156.3303372 20.82505697) 15009030402 RISKBEH BINGE CrdPrv Binge Drinking
284 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 27.0 26.6 27.4 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
285 2018 HI Hawaii Kauai 15007 15007040603 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 67.1 65.3 68.9 2544 POINT (-159.4384998 21.90703588) 15007040603 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
286 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 26.4 25.8 26.9 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
287 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 28.1 27.6 28.7 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT BPHIGH CrdPrv High Blood Pressure
288 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 6.4 6.3 6.5 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT CANCER CrdPrv Cancer (except skin)
289 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 15.9 15.6 16.2 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT DEPRESSION CrdPrv Depression
290 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 82.9 82.7 83.0 5882 POINT (-157.8941068 21.55452063) 15003010201 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
291 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 2.7 2.6 2.8 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
292 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 21.8 21.5 22.1 6907 POINT (-156.5426669 20.90996813) 15009030800 RISKBEH BINGE CrdPrv Binge Drinking
293 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 6.0 5.8 6.3 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT CHD CrdPrv Coronary Heart Disease
294 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 2.5 2.5 2.6 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
295 2019 HI Hawaii Maui 15009 15009030201 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 82.9 82.9 83.0 2453 POINT (-156.2504199 20.86252093) 15009030201 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
296 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 25.5 24.9 25.9 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT ARTHRITIS CrdPrv Arthritis
297 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 10.7 10.4 11.1 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT DIABETES CrdPrv Diabetes
298 2018 HI Hawaii Kauai 15007 15007040603 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 68.0 66.2 69.9 2544 POINT (-159.4384998 21.90703588) 15007040603 PREVENT DENTAL CrdPrv Dental Visit
299 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 12.3 11.6 13.0 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHSTAT PHLTH CrdPrv Physical Health
300 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 8.9 8.7 9.2 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT CASTHMA CrdPrv Current Asthma
301 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 3.0 2.8 3.2 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT STROKE CrdPrv Stroke
302 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 19.5 18.6 20.5 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHSTAT GHLTH CrdPrv General Health
303 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 12.4 11.6 13.1 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHSTAT PHLTH CrdPrv Physical Health
304 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 3.1 3.0 3.2 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
305 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 24.8 23.8 25.9 5882 POINT (-157.8941068 21.55452063) 15003010201 RISKBEH LPA CrdPrv Physical Inactivity
306 2018 HI Hawaii Maui 15009 15009030201 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 26.1 22.4 30.0 2453 POINT (-156.2504199 20.86252093) 15009030201 PREVENT COREM CrdPrv Core preventive services for older men
307 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 23.1 22.6 23.6 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT OBESITY CrdPrv Obesity
308 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 12.3 12.0 12.7 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT DIABETES CrdPrv Diabetes
309 2018 HI Hawaii Maui 15009 15009030800 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 24.0 22.0 25.9 6907 POINT (-156.5426669 20.90996813) 15009030800 PREVENT COREW CrdPrv Core preventive services for older women
310 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 6.4 6.1 6.7 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT CHD CrdPrv Coronary Heart Disease
311 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 23.7 23.0 24.3 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT OBESITY CrdPrv Obesity
312 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 84.2 84.1 84.4 8403 POINT (-159.5219447 21.94546074) 15007040700 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
313 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 15.1 14.3 15.8 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHSTAT GHLTH CrdPrv General Health
314 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 3.7 3.5 3.9 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT STROKE CrdPrv Stroke
315 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 79.1 78.8 79.4 5882 POINT (-157.8941068 21.55452063) 15003010201 PREVENT CHECKUP CrdPrv Annual Checkup
316 2018 HI Hawaii Kauai 15007 15007040604 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 25.0 22.9 27.3 3139 POINT (-159.4840794 21.90956079) 15007040604 PREVENT COREM CrdPrv Core preventive services for older men
317 2019 HI Hawaii Maui 15009 15009030402 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 82.9 82.5 83.3 8652 POINT (-156.3303372 20.82505697) 15009030402 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
318 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 13.6 12.6 14.6 8403 POINT (-159.5219447 21.94546074) 15007040700 RISKBEH CSMOKING CrdPrv Current Smoking
319 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 28.3 27.9 28.7 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
320 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 9.0 8.7 9.2 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT CASTHMA CrdPrv Current Asthma
321 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 22.1 20.7 23.7 2453 POINT (-156.2504199 20.86252093) 15009030201 RISKBEH LPA CrdPrv Physical Inactivity
322 2018 HI Hawaii Kauai 15007 15007040604 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 77.5 76.1 78.9 3139 POINT (-159.4840794 21.90956079) 15007040604 PREVENT MAMMOUSE CrdPrv Mammography
323 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 14.7 14.2 15.2 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT DEPRESSION CrdPrv Depression
324 2018 HI Hawaii Maui 15009 15009030100 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 63.2 61.5 64.8 2291 POINT (-156.1446943 20.72704536) 15009030100 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
325 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 3.8 3.7 4.0 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT STROKE CrdPrv Stroke
326 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 10.2 10.0 10.5 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT DIABETES CrdPrv Diabetes
327 2018 HI Hawaii Maui 15009 15009030402 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 25.4 22.7 28.5 8652 POINT (-156.3303372 20.82505697) 15009030402 PREVENT COREM CrdPrv Core preventive services for older men
328 2019 HI Hawaii Maui 15009 15009030800 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 82.0 81.7 82.4 6907 POINT (-156.5426669 20.90996813) 15009030800 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
329 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 18.5 17.9 19.2 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT DEPRESSION CrdPrv Depression
330 2018 HI Hawaii Maui 15009 15009030800 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 79.6 78.6 80.7 6907 POINT (-156.5426669 20.90996813) 15009030800 PREVENT MAMMOUSE CrdPrv Mammography
331 2019 HI Hawaii Maui 15009 15009030100 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 11.1 10.3 11.9 2291 POINT (-156.1446943 20.72704536) 15009030100 PREVENT ACCESS2 CrdPrv Health Insurance
332 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 23.5 23.0 24.0 2453 POINT (-156.2504199 20.86252093) 15009030201 RISKBEH BINGE CrdPrv Binge Drinking
333 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 18.4 17.3 19.6 2291 POINT (-156.1446943 20.72704536) 15009030100 RISKBEH CSMOKING CrdPrv Current Smoking
334 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 9.6 9.2 10.1 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT DIABETES CrdPrv Diabetes
335 2018 HI Hawaii Kauai 15007 15007040603 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 26.3 23.2 29.7 2544 POINT (-159.4384998 21.90703588) 15007040603 PREVENT COREM CrdPrv Core preventive services for older men
336 2019 HI Hawaii Maui 15009 15009030100 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 70.6 70.0 71.4 2291 POINT (-156.1446943 20.72704536) 15009030100 PREVENT BPMED CrdPrv Taking BP Medication
337 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 9.7 9.4 10.0 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT CASTHMA CrdPrv Current Asthma
338 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 5.6 5.1 6.1 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT COPD CrdPrv COPD
339 2018 HI Hawaii Kauai 15007 15007040603 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 36.8 35.8 37.7 2544 POINT (-159.4384998 21.90703588) 15007040603 RISKBEH SLEEP CrdPrv Sleep <7 hours
340 2018 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 7.9 6.2 9.9 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
341 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 27.7 26.6 28.7 3139 POINT (-159.4840794 21.90956079) 15007040604 RISKBEH LPA CrdPrv Physical Inactivity
342 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 26.2 25.7 26.6 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
343 2018 HI Hawaii Maui 15009 15009030201 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 80.7 78.6 82.6 2453 POINT (-156.2504199 20.86252093) 15009030201 PREVENT MAMMOUSE CrdPrv Mammography
344 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 18.1 17.1 19.1 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHSTAT GHLTH CrdPrv General Health
345 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 3.1 2.9 3.2 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT STROKE CrdPrv Stroke
346 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 23.8 22.7 24.9 2291 POINT (-156.1446943 20.72704536) 15009030100 RISKBEH LPA CrdPrv Physical Inactivity
347 2018 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 8.2 6.4 10.4 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
348 2018 HI Hawaii Maui 15009 15009030800 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 24.8 22.9 27.0 6907 POINT (-156.5426669 20.90996813) 15009030800 PREVENT COREM CrdPrv Core preventive services for older men
349 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 13.0 12.5 13.5 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHSTAT PHLTH CrdPrv Physical Health
350 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 18.5 18.3 18.8 3139 POINT (-159.4840794 21.90956079) 15007040604 RISKBEH BINGE CrdPrv Binge Drinking
351 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 9.3 9.0 9.5 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT DIABETES CrdPrv Diabetes
352 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 6.1 6.0 6.3 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT CANCER CrdPrv Cancer (except skin)
353 2018 HI Hawaii Honolulu 15003 15003010201 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 69.2 68.0 70.5 5882 POINT (-157.8941068 21.55452063) 15003010201 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
354 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 11.4 10.4 12.6 2544 POINT (-159.4384998 21.90703588) 15007040603 PREVENT ACCESS2 CrdPrv Health Insurance
355 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 27.9 27.3 28.5 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT BPHIGH CrdPrv High Blood Pressure
356 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 2.6 2.5 2.7 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
357 2018 HI Hawaii Honolulu 15003 15003010201 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 72.1 70.8 73.3 5882 POINT (-157.8941068 21.55452063) 15003010201 PREVENT DENTAL CrdPrv Dental Visit
358 2018 HI Hawaii Maui 15009 15009030100 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 23.0 21.0 25.0 2291 POINT (-156.1446943 20.72704536) 15009030100 PREVENT COREW CrdPrv Core preventive services for older women
359 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 69.9 69.4 70.4 5882 POINT (-157.8941068 21.55452063) 15003010201 PREVENT BPMED CrdPrv Taking BP Medication
360 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 12.0 11.5 12.5 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHSTAT MHLTH CrdPrv Mental Health
361 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 7.0 6.8 7.2 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT CANCER CrdPrv Cancer (except skin)
362 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 2.9 2.8 2.9 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
363 2019 HI Hawaii Maui 15009 15009030800 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 73.2 72.9 73.6 6907 POINT (-156.5426669 20.90996813) 15009030800 PREVENT CHECKUP CrdPrv Annual Checkup
364 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 30.0 29.4 30.6 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
365 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 77.8 77.5 78.2 8403 POINT (-159.5219447 21.94546074) 15007040700 PREVENT CHECKUP CrdPrv Annual Checkup
366 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 24.5 24.2 24.8 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
367 2018 HI Hawaii Maui 15009 15009030100 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 40.4 39.6 41.5 2291 POINT (-156.1446943 20.72704536) 15009030100 RISKBEH SLEEP CrdPrv Sleep <7 hours
368 2019 HI Hawaii Maui 15009 15009030402 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 74.1 73.6 74.6 8652 POINT (-156.3303372 20.82505697) 15009030402 PREVENT CHECKUP CrdPrv Annual Checkup
369 2018 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 9.6 7.8 11.5 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
370 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 23.8 23.3 24.1 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT BPHIGH CrdPrv High Blood Pressure
371 2018 HI Hawaii Kauai 15007 15007040604 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 82.1 81.2 82.9 3139 POINT (-159.4840794 21.90956079) 15007040604 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
372 2019 HI Hawaii Maui 15009 15009030100 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 82.6 82.3 83.0 2291 POINT (-156.1446943 20.72704536) 15009030100 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
373 2018 HI Hawaii Maui 15009 15009030201 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 73.2 71.2 74.9 2453 POINT (-156.2504199 20.86252093) 15009030201 PREVENT DENTAL CrdPrv Dental Visit
374 2018 HI Hawaii Kauai 15007 15007040604 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 21.3 19.5 23.3 3139 POINT (-159.4840794 21.90956079) 15007040604 PREVENT COREW CrdPrv Core preventive services for older women
375 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 33.4 32.9 34.0 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT OBESITY CrdPrv Obesity
376 2019 HI Hawaii Maui 15009 15009030402 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 70.7 69.9 71.4 8652 POINT (-156.3303372 20.82505697) 15009030402 PREVENT BPMED CrdPrv Taking BP Medication
377 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 12.6 12.0 13.1 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHSTAT MHLTH CrdPrv Mental Health
378 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 5.5 5.3 5.7 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT CHD CrdPrv Coronary Heart Disease
379 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 23.0 22.2 23.7 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT ARTHRITIS CrdPrv Arthritis
380 2018 HI Hawaii Maui 15009 15009030402 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 24.7 22.1 27.4 8652 POINT (-156.3303372 20.82505697) 15009030402 PREVENT COREW CrdPrv Core preventive services for older women
381 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 10.7 10.3 11.0 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHSTAT PHLTH CrdPrv Physical Health
382 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 12.5 11.8 13.2 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHSTAT MHLTH CrdPrv Mental Health
383 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 13.2 12.7 13.8 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHSTAT PHLTH CrdPrv Physical Health
384 2018 HI Hawaii Kauai 15007 15007040700 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 72.2 70.8 73.5 8403 POINT (-159.5219447 21.94546074) 15007040700 PREVENT DENTAL CrdPrv Dental Visit
385 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 2.9 2.8 3.0 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
386 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 15.2 14.1 16.4 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHSTAT GHLTH CrdPrv General Health
387 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 5.5 5.0 6.1 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT COPD CrdPrv COPD
388 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 3.7 3.4 3.9 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT STROKE CrdPrv Stroke
389 2019 HI Hawaii Maui 15009 15009030402 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 10.3 9.3 11.3 8652 POINT (-156.3303372 20.82505697) 15009030402 PREVENT ACCESS2 CrdPrv Health Insurance
390 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 3.3 3.2 3.4 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
391 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 13.9 13.2 14.6 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHSTAT MHLTH CrdPrv Mental Health
392 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 23.2 22.7 23.8 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT ARTHRITIS CrdPrv Arthritis
393 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 15.6 14.8 16.5 3139 POINT (-159.4840794 21.90956079) 15007040604 RISKBEH CSMOKING CrdPrv Current Smoking
394 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 25.6 24.8 26.4 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT BPHIGH CrdPrv High Blood Pressure
395 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 22.6 21.7 23.6 6907 POINT (-156.5426669 20.90996813) 15009030800 RISKBEH LPA CrdPrv Physical Inactivity
396 2018 HI Hawaii Kauai 15007 15007040700 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 77.6 76.1 79.2 8403 POINT (-159.5219447 21.94546074) 15007040700 PREVENT MAMMOUSE CrdPrv Mammography
397 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 5.9 5.6 6.2 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT COPD CrdPrv COPD
398 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 10.2 9.5 11.0 5882 POINT (-157.8941068 21.55452063) 15003010201 PREVENT ACCESS2 CrdPrv Health Insurance
399 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 4.3 4.1 4.6 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT COPD CrdPrv COPD
400 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 5.0 4.7 5.4 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT CHD CrdPrv Coronary Heart Disease
401 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 9.6 9.4 9.8 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT CASTHMA CrdPrv Current Asthma
402 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 15.3 14.0 16.7 8652 POINT (-156.3303372 20.82505697) 15009030402 RISKBEH CSMOKING CrdPrv Current Smoking
403 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 4.5 4.2 4.8 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT COPD CrdPrv COPD
404 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 18.5 18.0 18.9 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT DEPRESSION CrdPrv Depression
405 2018 HI Hawaii Kauai 15007 15007040603 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 24.1 21.1 27.2 2544 POINT (-159.4384998 21.90703588) 15007040603 PREVENT COREW CrdPrv Core preventive services for older women
406 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 14.5 14.2 14.9 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT DEPRESSION CrdPrv Depression
407 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 5.4 5.3 5.5 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT CANCER CrdPrv Cancer (except skin)
408 2019 HI Hawaii Maui 15009 15009030201 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 9.3 8.3 10.2 2453 POINT (-156.2504199 20.86252093) 15009030201 PREVENT ACCESS2 CrdPrv Health Insurance
409 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 78.5 78.0 78.9 2544 POINT (-159.4384998 21.90703588) 15007040603 PREVENT CHECKUP CrdPrv Annual Checkup
410 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 3.1 2.9 3.3 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT STROKE CrdPrv Stroke
411 2018 HI Hawaii Maui 15009 15009030100 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 78.5 77.1 79.9 2291 POINT (-156.1446943 20.72704536) 15009030100 PREVENT MAMMOUSE CrdPrv Mammography
412 2018 HI Hawaii Maui 15009 15009030100 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 22.7 20.4 25.1 2291 POINT (-156.1446943 20.72704536) 15009030100 PREVENT COREM CrdPrv Core preventive services for older men
413 2018 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 48.2 47.6 48.9 5882 POINT (-157.8941068 21.55452063) 15003010201 RISKBEH SLEEP CrdPrv Sleep <7 hours
414 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 16.1 15.1 17.0 6907 POINT (-156.5426669 20.90996813) 15009030800 RISKBEH CSMOKING CrdPrv Current Smoking
415 2018 HI Hawaii Maui 15009 15009030402 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 63.8 61.5 65.9 8652 POINT (-156.3303372 20.82505697) 15009030402 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
416 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 74.8 74.3 75.4 8403 POINT (-159.5219447 21.94546074) 15007040700 PREVENT BPMED CrdPrv Taking BP Medication
417 2019 HI Hawaii Maui 15009 15009030800 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 10.6 10.0 11.3 6907 POINT (-156.5426669 20.90996813) 15009030800 PREVENT ACCESS2 CrdPrv Health Insurance
418 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 17.5 15.9 19.2 2453 POINT (-156.2504199 20.86252093) 15009030201 RISKBEH CSMOKING CrdPrv Current Smoking
419 2018 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 8.1 7.1 9.3 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
420 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 5.0 4.8 5.3 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT CHD CrdPrv Coronary Heart Disease
421 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 8.7 8.5 8.9 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT CASTHMA CrdPrv Current Asthma
422 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 13.0 12.4 13.5 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHSTAT PHLTH CrdPrv Physical Health
423 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 4.8 4.5 5.1 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT CHD CrdPrv Coronary Heart Disease
424 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 18.2 16.8 19.5 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHSTAT GHLTH CrdPrv General Health
425 2019 HI Hawaii Maui 15009 15009030100 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 74.2 73.8 74.6 2291 POINT (-156.1446943 20.72704536) 15009030100 PREVENT CHECKUP CrdPrv Annual Checkup
426 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 77.1 76.5 77.7 2544 POINT (-159.4384998 21.90703588) 15007040603 PREVENT BPMED CrdPrv Taking BP Medication
427 2018 HI Hawaii Maui 15009 15009030201 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 37.8 37.1 38.6 2453 POINT (-156.2504199 20.86252093) 15009030201 RISKBEH SLEEP CrdPrv Sleep <7 hours
428 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 10.2 9.5 11.1 8403 POINT (-159.5219447 21.94546074) 15007040700 PREVENT ACCESS2 CrdPrv Health Insurance
429 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 29.8 29.4 30.1 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
430 2018 HI Hawaii Maui 15009 15009030201 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 65.4 63.1 67.3 2453 POINT (-156.2504199 20.86252093) 15009030201 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
431 2019 HI Hawaii Maui 15009 15009030800 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 67.7 67.1 68.2 6907 POINT (-156.5426669 20.90996813) 15009030800 PREVENT BPMED CrdPrv Taking BP Medication
432 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 76.2 75.8 76.7 3139 POINT (-159.4840794 21.90956079) 15007040604 PREVENT BPMED CrdPrv Taking BP Medication
433 2018 HI Hawaii Maui 15009 15009030402 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 79.6 77.8 81.3 8652 POINT (-156.3303372 20.82505697) 15009030402 PREVENT MAMMOUSE CrdPrv Mammography
434 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 24.3 23.8 24.7 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT OBESITY CrdPrv Obesity
435 2018 HI Hawaii Honolulu 15003 15003010201 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 87.3 86.7 88.1 5882 POINT (-157.8941068 21.55452063) 15003010201 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
436 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 6.1 5.8 6.5 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT CHD CrdPrv Coronary Heart Disease
437 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 17.9 17.5 18.2 2544 POINT (-159.4384998 21.90703588) 15007040603 RISKBEH BINGE CrdPrv Binge Drinking
438 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 26.0 25.6 26.5 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT OBESITY CrdPrv Obesity
439 2018 HI Hawaii Kauai 15007 15007040603 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 77.1 75.2 79.0 2544 POINT (-159.4384998 21.90703588) 15007040603 PREVENT MAMMOUSE CrdPrv Mammography
440 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 6.9 6.8 7.1 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT CANCER CrdPrv Cancer (except skin)
441 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 31.2 30.8 31.8 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT BPHIGH CrdPrv High Blood Pressure
442 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 15.1 14.5 15.7 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHSTAT MHLTH CrdPrv Mental Health
443 2018 HI Hawaii Maui 15009 15009030201 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 87.7 86.6 88.8 2453 POINT (-156.2504199 20.86252093) 15009030201 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
444 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 4.3 4.2 4.4 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT CHD CrdPrv Coronary Heart Disease
445 2018 HI Hawaii Kauai 15007 15007040700 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 36.4 35.6 36.9 8403 POINT (-159.5219447 21.94546074) 15007040700 RISKBEH SLEEP CrdPrv Sleep <7 hours
446 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 82.8 82.7 82.9 3139 POINT (-159.4840794 21.90956079) 15007040604 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
447 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 25.2 24.6 25.9 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT BPHIGH CrdPrv High Blood Pressure
448 2018 HI Hawaii Kauai 15007 15007040700 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 27.8 25.4 30.3 8403 POINT (-159.5219447 21.94546074) 15007040700 PREVENT COREM CrdPrv Core preventive services for older men
449 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 2.3 2.3 2.4 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
450 2018 HI Hawaii Honolulu 15003 15003010201 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 25.0 23.0 27.0 5882 POINT (-157.8941068 21.55452063) 15003010201 PREVENT COREM CrdPrv Core preventive services for older men
451 2018 HI Hawaii Kauai 15007 15007040604 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 64.2 62.8 65.7 3139 POINT (-159.4840794 21.90956079) 15007040604 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening

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Year,StateAbbr,StateDesc,CountyName,CountyFIPS,LocationName,DataSource,Category,Measure,Data_Value_Unit,Data_Value_Type,Data_Value,Data_Value_Footnote_Symbol,Data_Value_Footnote,Low_Confidence_Limit,High_Confidence_Limit,TotalPopulation,Geolocation,LocationID,CategoryID,MeasureId,DataValueTypeID,Short_Question_Text
2019,CA,California,Inyo,6027,6027000800,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,36.1000000000,,,35.2000000000,36.8000000000,3378,POINT (-117.1176757 36.25159703),6027000800,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,CA,California,Inyo,6027,6027000800,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,13.1000000000,,,12.6000000000,13.6000000000,3378,POINT (-117.1176757 36.25159703),6027000800,HLTHOUT,DIABETES,CrdPrv,Diabetes
2019,CA,California,Inyo,6027,6027000800,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,15.1000000000,,,14.4000000000,15.8000000000,3378,POINT (-117.1176757 36.25159703),6027000800,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2018,CA,California,Inyo,6027,6027000800,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,82.0000000000,,,80.5000000000,83.4000000000,3378,POINT (-117.1176757 36.25159703),6027000800,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,CA,California,Inyo,6027,6027000800,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,14.2000000000,,,12.8000000000,15.6000000000,3378,POINT (-117.1176757 36.25159703),6027000800,PREVENT,ACCESS2,CrdPrv,Health Insurance
2018,CA,California,Inyo,6027,6027000800,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,33.1000000000,,,32.1000000000,34.1000000000,3378,POINT (-117.1176757 36.25159703),6027000800,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,CA,California,Inyo,6027,6027000800,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,86.4000000000,,,86.1000000000,86.7000000000,3378,POINT (-117.1176757 36.25159703),6027000800,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2019,CA,California,Inyo,6027,6027000800,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,17.2000000000,,,15.8000000000,18.5000000000,3378,POINT (-117.1176757 36.25159703),6027000800,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,CA,California,Inyo,6027,6027000800,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,8.6000000000,,,8.1000000000,9.1000000000,3378,POINT (-117.1176757 36.25159703),6027000800,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,CA,California,Inyo,6027,6027000800,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,30.2000000000,,,29.4000000000,31.0000000000,3378,POINT (-117.1176757 36.25159703),6027000800,HLTHOUT,OBESITY,CrdPrv,Obesity
2019,CA,California,Inyo,6027,6027000800,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,24.2000000000,,,22.4000000000,25.9000000000,3378,POINT (-117.1176757 36.25159703),6027000800,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,CA,California,Inyo,6027,6027000800,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,74.3000000000,,,73.6000000000,74.9000000000,3378,POINT (-117.1176757 36.25159703),6027000800,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,CA,California,Inyo,6027,6027000800,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,3.9000000000,,,3.8000000000,4.1000000000,3378,POINT (-117.1176757 36.25159703),6027000800,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,CA,California,Inyo,6027,6027000800,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,16.8000000000,,,15.8000000000,17.7000000000,3378,POINT (-117.1176757 36.25159703),6027000800,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2018,CA,California,Inyo,6027,6027000800,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,25.6000000000,,,22.4000000000,29.2000000000,3378,POINT (-117.1176757 36.25159703),6027000800,PREVENT,COREW,CrdPrv,Core preventive services for older women
2018,CA,California,Inyo,6027,6027000800,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,26.5000000000,,,24.0000000000,29.1000000000,3378,POINT (-117.1176757 36.25159703),6027000800,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,CA,California,Inyo,6027,6027000800,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,72.5000000000,,,71.9000000000,73.0000000000,3378,POINT (-117.1176757 36.25159703),6027000800,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,CA,California,Inyo,6027,6027000800,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,26.9000000000,,,25.3000000000,28.4000000000,3378,POINT (-117.1176757 36.25159703),6027000800,RISKBEH,LPA,CrdPrv,Physical Inactivity
2019,CA,California,Inyo,6027,6027000800,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,35.8000000000,,,35.2000000000,36.5000000000,3378,POINT (-117.1176757 36.25159703),6027000800,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2019,CA,California,Inyo,6027,6027000800,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,8.3000000000,,,8.0000000000,8.5000000000,3378,POINT (-117.1176757 36.25159703),6027000800,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,CA,California,Inyo,6027,6027000800,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,19.5000000000,,,18.9000000000,20.2000000000,3378,POINT (-117.1176757 36.25159703),6027000800,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,CA,California,Inyo,6027,6027000800,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,9.2000000000,,,8.4000000000,10.0000000000,3378,POINT (-117.1176757 36.25159703),6027000800,HLTHOUT,COPD,CrdPrv,COPD
2019,CA,California,Inyo,6027,6027000800,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,16.2000000000,,,15.8000000000,16.6000000000,3378,POINT (-117.1176757 36.25159703),6027000800,RISKBEH,BINGE,CrdPrv,Binge Drinking
2018,CA,California,Inyo,6027,6027000800,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,17.7000000000,,,14.2000000000,21.6000000000,3378,POINT (-117.1176757 36.25159703),6027000800,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2019,CA,California,Inyo,6027,6027000800,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,10.1000000000,,,9.7000000000,10.4000000000,3378,POINT (-117.1176757 36.25159703),6027000800,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2018,CA,California,Inyo,6027,6027000800,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,74.9000000000,,,72.7000000000,77.0000000000,3378,POINT (-117.1176757 36.25159703),6027000800,PREVENT,MAMMOUSE,CrdPrv,Mammography
2018,CA,California,Inyo,6027,6027000800,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,58.1000000000,,,55.6000000000,59.9000000000,3378,POINT (-117.1176757 36.25159703),6027000800,PREVENT,DENTAL,CrdPrv,Dental Visit
2018,CA,California,Inyo,6027,6027000800,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,61.5000000000,,,59.2000000000,63.6000000000,3378,POINT (-117.1176757 36.25159703),6027000800,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,CA,California,Inyo,6027,6027000800,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,28.5000000000,,,27.8000000000,29.2000000000,3378,POINT (-117.1176757 36.25159703),6027000800,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2019,CA,California,Inyo,6027,6027000800,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,4.6000000000,,,4.3000000000,4.9000000000,3378,POINT (-117.1176757 36.25159703),6027000800,HLTHOUT,STROKE,CrdPrv,Stroke
2019,CA,California,Placer,6061,6061021322,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,23.0000000000,,,22.2000000000,24.0000000000,8762,POINT (-121.4057179 38.84598382),6061021322,HLTHOUT,OBESITY,CrdPrv,Obesity
2019,CA,California,Placer,6061,6061021322,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,23.2000000000,,,22.5000000000,23.9000000000,8762,POINT (-121.4057179 38.84598382),6061021322,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,CA,California,Placer,6061,6061021322,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,3.9000000000,,,3.7000000000,4.2000000000,8762,POINT (-121.4057179 38.84598382),6061021322,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,CA,California,Placer,6061,6061021322,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,16.6000000000,,,15.2000000000,18.1000000000,8762,POINT (-121.4057179 38.84598382),6061021322,RISKBEH,LPA,CrdPrv,Physical Inactivity
2019,CA,California,Placer,6061,6061021322,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,17.2000000000,,,16.4000000000,18.0000000000,8762,POINT (-121.4057179 38.84598382),6061021322,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,CA,California,Placer,6061,6061021322,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,18.9000000000,,,18.3000000000,19.5000000000,8762,POINT (-121.4057179 38.84598382),6061021322,RISKBEH,BINGE,CrdPrv,Binge Drinking
2018,CA,California,Placer,6061,6061021322,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,35.7000000000,,,31.8000000000,39.8000000000,8762,POINT (-121.4057179 38.84598382),6061021322,PREVENT,COREM,CrdPrv,Core preventive services for older men
2018,CA,California,Placer,6061,6061021322,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,31.9000000000,,,30.6000000000,33.2000000000,8762,POINT (-121.4057179 38.84598382),6061021322,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,CA,California,Placer,6061,6061021322,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,2.2000000000,,,2.1000000000,2.3000000000,8762,POINT (-121.4057179 38.84598382),6061021322,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,CA,California,Placer,6061,6061021322,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,8.6000000000,,,8.2000000000,8.9000000000,8762,POINT (-121.4057179 38.84598382),6061021322,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,CA,California,Placer,6061,6061021322,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,12.0000000000,,,11.1000000000,13.0000000000,8762,POINT (-121.4057179 38.84598382),6061021322,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2018,CA,California,Placer,6061,6061021322,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,83.4000000000,,,81.6000000000,85.2000000000,8762,POINT (-121.4057179 38.84598382),6061021322,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,CA,California,Placer,6061,6061021322,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,6.9000000000,,,6.6000000000,7.3000000000,8762,POINT (-121.4057179 38.84598382),6061021322,HLTHOUT,DIABETES,CrdPrv,Diabetes
2018,CA,California,Placer,6061,6061021322,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,34.4000000000,,,30.3000000000,38.5000000000,8762,POINT (-121.4057179 38.84598382),6061021322,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,CA,California,Placer,6061,6061021322,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,28.8000000000,,,28.2000000000,29.4000000000,8762,POINT (-121.4057179 38.84598382),6061021322,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2019,CA,California,Placer,6061,6061021322,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,86.2000000000,,,85.7000000000,86.8000000000,8762,POINT (-121.4057179 38.84598382),6061021322,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2018,CA,California,Placer,6061,6061021322,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,78.2000000000,,,75.6000000000,80.3000000000,8762,POINT (-121.4057179 38.84598382),6061021322,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,CA,California,Placer,6061,6061021322,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,5.9000000000,,,5.7000000000,6.1000000000,8762,POINT (-121.4057179 38.84598382),6061021322,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,CA,California,Placer,6061,6061021322,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,2.2000000000,,,2.0000000000,2.4000000000,8762,POINT (-121.4057179 38.84598382),6061021322,HLTHOUT,STROKE,CrdPrv,Stroke
2018,CA,California,Placer,6061,6061021322,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,72.1000000000,,,69.9000000000,74.0000000000,8762,POINT (-121.4057179 38.84598382),6061021322,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,CA,California,Placer,6061,6061021322,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,9.0000000000,,,7.8000000000,10.6000000000,8762,POINT (-121.4057179 38.84598382),6061021322,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,CA,California,Placer,6061,6061021322,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,11.4000000000,,,9.8000000000,13.2000000000,8762,POINT (-121.4057179 38.84598382),6061021322,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,CA,California,Placer,6061,6061021322,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,67.4000000000,,,66.4000000000,68.4000000000,8762,POINT (-121.4057179 38.84598382),6061021322,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,CA,California,Placer,6061,6061021322,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,9.4000000000,,,8.7000000000,10.1000000000,8762,POINT (-121.4057179 38.84598382),6061021322,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,CA,California,Placer,6061,6061021322,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,70.2000000000,,,69.4000000000,70.9000000000,8762,POINT (-121.4057179 38.84598382),6061021322,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2018,CA,California,Placer,6061,6061021322,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,7.6000000000,,,5.6000000000,10.0000000000,8762,POINT (-121.4057179 38.84598382),6061021322,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2019,CA,California,Placer,6061,6061021322,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,12.3000000000,,,11.0000000000,13.6000000000,8762,POINT (-121.4057179 38.84598382),6061021322,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,CA,California,Placer,6061,6061021322,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,4.2000000000,,,3.8000000000,4.8000000000,8762,POINT (-121.4057179 38.84598382),6061021322,HLTHOUT,COPD,CrdPrv,COPD
2019,CA,California,Placer,6061,6061021322,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,18.7000000000,,,18.0000000000,19.4000000000,8762,POINT (-121.4057179 38.84598382),6061021322,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2018,CA,California,Placer,6061,6061021322,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,71.8000000000,,,69.5000000000,74.1000000000,8762,POINT (-121.4057179 38.84598382),6061021322,PREVENT,DENTAL,CrdPrv,Dental Visit
2019,CA,California,San Benito,6069,6069000802,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,6.5000000000,,,5.9000000000,7.0000000000,2534,POINT (-121.0070559 36.54987144),6069000802,HLTHOUT,COPD,CrdPrv,COPD
2018,CA,California,San Benito,6069,6069000802,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,12.3000000000,,,9.6000000000,15.5000000000,2534,POINT (-121.0070559 36.54987144),6069000802,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2018,CA,California,San Benito,6069,6069000802,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,77.6000000000,,,75.4000000000,79.6000000000,2534,POINT (-121.0070559 36.54987144),6069000802,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,CA,California,San Benito,6069,6069000802,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,9.3000000000,,,9.0000000000,9.6000000000,2534,POINT (-121.0070559 36.54987144),6069000802,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,CA,California,San Benito,6069,6069000802,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,23.6000000000,,,23.0000000000,24.3000000000,2534,POINT (-121.0070559 36.54987144),6069000802,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2018,CA,California,San Benito,6069,6069000802,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,64.8000000000,,,62.9000000000,67.0000000000,2534,POINT (-121.0070559 36.54987144),6069000802,PREVENT,DENTAL,CrdPrv,Dental Visit
2019,CA,California,San Benito,6069,6069000802,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,2.9000000000,,,2.8000000000,3.0000000000,2534,POINT (-121.0070559 36.54987144),6069000802,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2018,CA,California,San Benito,6069,6069000802,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,84.7000000000,,,83.5000000000,86.0000000000,2534,POINT (-121.0070559 36.54987144),6069000802,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,CA,California,San Benito,6069,6069000802,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,18.7000000000,,,18.3000000000,19.1000000000,2534,POINT (-121.0070559 36.54987144),6069000802,RISKBEH,BINGE,CrdPrv,Binge Drinking
2019,CA,California,San Benito,6069,6069000802,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,13.5000000000,,,12.9000000000,14.2000000000,2534,POINT (-121.0070559 36.54987144),6069000802,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2018,CA,California,San Benito,6069,6069000802,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,30.3000000000,,,26.8000000000,34.1000000000,2534,POINT (-121.0070559 36.54987144),6069000802,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,CA,California,San Benito,6069,6069000802,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,13.4000000000,,,12.7000000000,14.2000000000,2534,POINT (-121.0070559 36.54987144),6069000802,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,CA,California,San Benito,6069,6069000802,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,19.2000000000,,,18.6000000000,19.9000000000,2534,POINT (-121.0070559 36.54987144),6069000802,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,CA,California,San Benito,6069,6069000802,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,7.0000000000,,,6.8000000000,7.2000000000,2534,POINT (-121.0070559 36.54987144),6069000802,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,CA,California,San Benito,6069,6069000802,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,32.7000000000,,,32.1000000000,33.3000000000,2534,POINT (-121.0070559 36.54987144),6069000802,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2019,CA,California,San Benito,6069,6069000802,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,87.1000000000,,,86.9000000000,87.2000000000,2534,POINT (-121.0070559 36.54987144),6069000802,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2018,CA,California,San Benito,6069,6069000802,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,31.9000000000,,,30.7000000000,32.8000000000,2534,POINT (-121.0070559 36.54987144),6069000802,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,CA,California,San Benito,6069,6069000802,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,18.9000000000,,,17.5000000000,20.4000000000,2534,POINT (-121.0070559 36.54987144),6069000802,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,CA,California,San Benito,6069,6069000802,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,70.6000000000,,,69.8000000000,71.2000000000,2534,POINT (-121.0070559 36.54987144),6069000802,PREVENT,BPMED,CrdPrv,Taking BP Medication
2018,CA,California,San Benito,6069,6069000802,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,29.3000000000,,,26.0000000000,32.8000000000,2534,POINT (-121.0070559 36.54987144),6069000802,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,CA,California,San Benito,6069,6069000802,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,71.1000000000,,,70.5000000000,71.7000000000,2534,POINT (-121.0070559 36.54987144),6069000802,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,CA,California,San Benito,6069,6069000802,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,3.2000000000,,,3.0000000000,3.4000000000,2534,POINT (-121.0070559 36.54987144),6069000802,HLTHOUT,STROKE,CrdPrv,Stroke
2018,CA,California,San Benito,6069,6069000802,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,65.7000000000,,,63.5000000000,67.7000000000,2534,POINT (-121.0070559 36.54987144),6069000802,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,CA,California,San Benito,6069,6069000802,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,22.7000000000,,,21.4000000000,24.1000000000,2534,POINT (-121.0070559 36.54987144),6069000802,RISKBEH,LPA,CrdPrv,Physical Inactivity
2019,CA,California,San Benito,6069,6069000802,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,13.2000000000,,,11.9000000000,14.5000000000,2534,POINT (-121.0070559 36.54987144),6069000802,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,CA,California,San Benito,6069,6069000802,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,10.2000000000,,,9.8000000000,10.6000000000,2534,POINT (-121.0070559 36.54987144),6069000802,HLTHOUT,DIABETES,CrdPrv,Diabetes
2019,CA,California,San Benito,6069,6069000802,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,30.2000000000,,,29.5000000000,30.9000000000,2534,POINT (-121.0070559 36.54987144),6069000802,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,CA,California,San Benito,6069,6069000802,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,5.8000000000,,,5.5000000000,6.1000000000,2534,POINT (-121.0070559 36.54987144),6069000802,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,CA,California,San Benito,6069,6069000802,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,29.2000000000,,,28.4000000000,30.0000000000,2534,POINT (-121.0070559 36.54987144),6069000802,HLTHOUT,OBESITY,CrdPrv,Obesity
2019,CA,California,San Benito,6069,6069000802,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,14.5000000000,,,13.3000000000,15.7000000000,2534,POINT (-121.0070559 36.54987144),6069000802,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,73.5000000000,,,73.1000000000,73.8000000000,6322,POINT (-155.8112721 20.16059783),15001021800,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,29.4000000000,,,29.0000000000,29.8000000000,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,OBESITY,CrdPrv,Obesity
2018,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,23.4000000000,,,20.4000000000,26.5000000000,3531,POINT (-154.8953489 19.44949565),15001021101,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,20.7000000000,,,20.5000000000,20.9000000000,7884,POINT (-155.1037996 19.49754656),15001021010,RISKBEH,BINGE,CrdPrv,Binge Drinking
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,12.4000000000,,,11.9000000000,12.9000000000,4025,POINT (-155.906965 19.51804981),15001021402,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,24.3000000000,,,24.0000000000,24.7000000000,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,OBESITY,CrdPrv,Obesity
2018,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,64.9000000000,,,63.7000000000,66.2000000000,4025,POINT (-155.906965 19.51804981),15001021402,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,15.9000000000,,,15.6000000000,16.3000000000,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,10.8000000000,,,10.3000000000,11.3000000000,6322,POINT (-155.8112721 20.16059783),15001021800,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,24.9000000000,,,23.8000000000,25.9000000000,4025,POINT (-155.906965 19.51804981),15001021402,RISKBEH,LPA,CrdPrv,Physical Inactivity
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,3.0000000000,,,3.0000000000,3.1000000000,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,16.0000000000,,,14.9000000000,17.2000000000,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,21.1000000000,,,20.8000000000,21.4000000000,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,11.3000000000,,,11.1000000000,11.5000000000,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2018,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,82.3000000000,,,81.3000000000,83.2000000000,4025,POINT (-155.906965 19.51804981),15001021402,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,2.9000000000,,,2.8000000000,3.0000000000,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,74.5000000000,,,73.9000000000,75.1000000000,3531,POINT (-154.8953489 19.44949565),15001021101,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,5.8000000000,,,5.5000000000,6.0000000000,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,COPD,CrdPrv,COPD
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,15.6000000000,,,14.7000000000,16.5000000000,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,18.2000000000,,,18.0000000000,18.4000000000,4025,POINT (-155.906965 19.51804981),15001021402,RISKBEH,BINGE,CrdPrv,Binge Drinking
2018,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,20.3000000000,,,17.4000000000,23.4000000000,3531,POINT (-154.8953489 19.44949565),15001021101,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,11.5000000000,,,10.9000000000,12.2000000000,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,DIABETES,CrdPrv,Diabetes
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,28.8000000000,,,28.6000000000,29.1000000000,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2018,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,10.1000000000,,,9.1000000000,11.3000000000,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2018,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,22.6000000000,,,21.1000000000,24.3000000000,7884,POINT (-155.1037996 19.49754656),15001021010,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,14.0000000000,,,13.6000000000,14.3000000000,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,72.6000000000,,,72.3000000000,72.9000000000,7884,POINT (-155.1037996 19.49754656),15001021010,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,32.6000000000,,,31.6000000000,33.6000000000,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2018,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,83.2000000000,,,82.6000000000,83.9000000000,6322,POINT (-155.8112721 20.16059783),15001021800,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2018,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,8.5000000000,,,7.2000000000,10.1000000000,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,19.8000000000,,,19.1000000000,20.6000000000,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,17.8000000000,,,17.4000000000,18.3000000000,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,29.5000000000,,,29.2000000000,29.8000000000,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,83.8000000000,,,83.7000000000,83.9000000000,4025,POINT (-155.906965 19.51804981),15001021402,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2018,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,61.9000000000,,,60.9000000000,63.0000000000,7884,POINT (-155.1037996 19.49754656),15001021010,PREVENT,DENTAL,CrdPrv,Dental Visit
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,5.9000000000,,,5.9000000000,6.1000000000,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2018,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,13.3000000000,,,11.7000000000,15.1000000000,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,13.2000000000,,,12.9000000000,13.6000000000,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,82.5000000000,,,82.4000000000,82.6000000000,3531,POINT (-154.8953489 19.44949565),15001021101,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,23.8000000000,,,23.4000000000,24.2000000000,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,9.2000000000,,,9.0000000000,9.4000000000,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,11.2000000000,,,10.8000000000,11.5000000000,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,DIABETES,CrdPrv,Diabetes
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,10.4000000000,,,10.0000000000,10.7000000000,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2018,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,20.5000000000,,,19.1000000000,22.0000000000,6322,POINT (-155.8112721 20.16059783),15001021800,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,79.8000000000,,,79.7000000000,79.9000000000,7884,POINT (-155.1037996 19.49754656),15001021010,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2018,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,39.4000000000,,,38.2000000000,41.2000000000,3531,POINT (-154.8953489 19.44949565),15001021101,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,29.6000000000,,,29.1000000000,30.2000000000,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,29.8000000000,,,29.4000000000,30.2000000000,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,21.7000000000,,,21.3000000000,22.1000000000,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,OBESITY,CrdPrv,Obesity
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,6.4000000000,,,6.2000000000,6.6000000000,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,3.2000000000,,,3.1000000000,3.3000000000,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,22.6000000000,,,21.7000000000,23.6000000000,7884,POINT (-155.1037996 19.49754656),15001021010,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,10.7000000000,,,10.5000000000,11.0000000000,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,DIABETES,CrdPrv,Diabetes
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,19.1000000000,,,18.7000000000,19.5000000000,3531,POINT (-154.8953489 19.44949565),15001021101,RISKBEH,BINGE,CrdPrv,Binge Drinking
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,11.4000000000,,,10.6000000000,12.1000000000,4025,POINT (-155.906965 19.51804981),15001021402,PREVENT,ACCESS2,CrdPrv,Health Insurance
2018,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,76.2000000000,,,75.3000000000,77.1000000000,6322,POINT (-155.8112721 20.16059783),15001021800,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,70.6000000000,,,70.1000000000,71.0000000000,7884,POINT (-155.1037996 19.49754656),15001021010,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,25.7000000000,,,24.8000000000,26.6000000000,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2018,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,21.4000000000,,,19.4000000000,23.6000000000,4025,POINT (-155.906965 19.51804981),15001021402,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,9.8000000000,,,9.6000000000,9.9000000000,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,12.5000000000,,,11.9000000000,13.1000000000,7884,POINT (-155.1037996 19.49754656),15001021010,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,3.6000000000,,,3.4000000000,3.7000000000,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,STROKE,CrdPrv,Stroke
2018,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,65.5000000000,,,63.5000000000,68.0000000000,3531,POINT (-154.8953489 19.44949565),15001021101,PREVENT,DENTAL,CrdPrv,Dental Visit
2018,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,40.2000000000,,,39.7000000000,40.7000000000,6322,POINT (-155.8112721 20.16059783),15001021800,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,3.5000000000,,,3.3000000000,3.6000000000,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,4.0000000000,,,3.9000000000,4.2000000000,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,STROKE,CrdPrv,Stroke
2018,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,63.8000000000,,,61.3000000000,66.1000000000,3531,POINT (-154.8953489 19.44949565),15001021101,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2018,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,42.6000000000,,,41.8000000000,43.1000000000,7884,POINT (-155.1037996 19.49754656),15001021010,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,83.1000000000,,,83.0000000000,83.3000000000,6322,POINT (-155.8112721 20.16059783),15001021800,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,27.3000000000,,,26.5000000000,28.1000000000,7884,POINT (-155.1037996 19.49754656),15001021010,RISKBEH,LPA,CrdPrv,Physical Inactivity
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,7.4000000000,,,7.1000000000,7.8000000000,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,COPD,CrdPrv,COPD
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,25.8000000000,,,24.0000000000,27.7000000000,3531,POINT (-154.8953489 19.44949565),15001021101,RISKBEH,LPA,CrdPrv,Physical Inactivity
2018,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,60.7000000000,,,59.6000000000,61.7000000000,7884,POINT (-155.1037996 19.49754656),15001021010,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,17.7000000000,,,17.4000000000,17.9000000000,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,18.0000000000,,,17.1000000000,19.0000000000,4025,POINT (-155.906965 19.51804981),15001021402,HLTHSTAT,GHLTH,CrdPrv,General Health
2018,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,24.1000000000,,,22.7000000000,25.6000000000,6322,POINT (-155.8112721 20.16059783),15001021800,PREVENT,COREW,CrdPrv,Core preventive services for older women
2018,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,83.4000000000,,,82.0000000000,84.8000000000,3531,POINT (-154.8953489 19.44949565),15001021101,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,74.4000000000,,,73.9000000000,74.9000000000,4025,POINT (-155.906965 19.51804981),15001021402,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,4.2000000000,,,3.9000000000,4.5000000000,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,STROKE,CrdPrv,Stroke
2018,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,24.8000000000,,,22.8000000000,26.9000000000,4025,POINT (-155.906965 19.51804981),15001021402,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,75.9000000000,,,75.6000000000,76.3000000000,4025,POINT (-155.906965 19.51804981),15001021402,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,18.3000000000,,,17.6000000000,19.0000000000,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,75.4000000000,,,75.2000000000,75.7000000000,6322,POINT (-155.8112721 20.16059783),15001021800,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,19.2000000000,,,19.0000000000,19.4000000000,6322,POINT (-155.8112721 20.16059783),15001021800,RISKBEH,BINGE,CrdPrv,Binge Drinking
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,13.2000000000,,,12.7000000000,13.6000000000,4025,POINT (-155.906965 19.51804981),15001021402,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,6.0000000000,,,5.8000000000,6.3000000000,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,24.0000000000,,,23.3000000000,24.8000000000,6322,POINT (-155.8112721 20.16059783),15001021800,RISKBEH,LPA,CrdPrv,Physical Inactivity
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,11.2000000000,,,10.9000000000,11.4000000000,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,DIABETES,CrdPrv,Diabetes
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,30.6000000000,,,30.2000000000,31.0000000000,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,6.7000000000,,,6.6000000000,6.8000000000,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,19.3000000000,,,17.2000000000,21.4000000000,3531,POINT (-154.8953489 19.44949565),15001021101,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2018,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,40.2000000000,,,39.3000000000,41.0000000000,4025,POINT (-155.906965 19.51804981),15001021402,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,10.2000000000,,,9.1000000000,11.4000000000,3531,POINT (-154.8953489 19.44949565),15001021101,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,16.7000000000,,,16.2000000000,17.2000000000,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2018,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,66.0000000000,,,65.0000000000,67.0000000000,6322,POINT (-155.8112721 20.16059783),15001021800,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,5.2000000000,,,4.9000000000,5.5000000000,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,COPD,CrdPrv,COPD
2018,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,67.4000000000,,,66.4000000000,68.4000000000,6322,POINT (-155.8112721 20.16059783),15001021800,PREVENT,DENTAL,CrdPrv,Dental Visit
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,6.8000000000,,,6.6000000000,7.0000000000,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,21.1000000000,,,20.6000000000,21.5000000000,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2018,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,83.0000000000,,,82.5000000000,83.7000000000,7884,POINT (-155.1037996 19.49754656),15001021010,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,22.6000000000,,,22.2000000000,22.9000000000,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2018,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,75.9000000000,,,74.6000000000,77.2000000000,4025,POINT (-155.906965 19.51804981),15001021402,PREVENT,MAMMOUSE,CrdPrv,Mammography
2018,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,68.3000000000,,,67.0000000000,69.7000000000,4025,POINT (-155.906965 19.51804981),15001021402,PREVENT,DENTAL,CrdPrv,Dental Visit
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,30.8000000000,,,30.2000000000,31.4000000000,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,74.6000000000,,,73.7000000000,75.4000000000,3531,POINT (-154.8953489 19.44949565),15001021101,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,6.3000000000,,,6.2000000000,6.4000000000,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,27.9000000000,,,27.0000000000,28.8000000000,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,OBESITY,CrdPrv,Obesity
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,29.8000000000,,,29.4000000000,30.2000000000,4025,POINT (-155.906965 19.51804981),15001021402,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2018,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,76.2000000000,,,75.1000000000,77.3000000000,7884,POINT (-155.1037996 19.49754656),15001021010,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,3.7000000000,,,3.6000000000,3.8000000000,6322,POINT (-155.8112721 20.16059783),15001021800,HLTHOUT,STROKE,CrdPrv,Stroke
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,7.7000000000,,,7.2000000000,8.3000000000,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2018,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,18.5000000000,,,17.0000000000,20.1000000000,7884,POINT (-155.1037996 19.49754656),15001021010,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,HI,Hawaii,Hawaii,15001,15001021800,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,16.8000000000,,,16.1000000000,17.6000000000,6322,POINT (-155.8112721 20.16059783),15001021800,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,6.9000000000,,,6.7000000000,7.1000000000,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2018,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,11.9000000000,,,8.9000000000,15.0000000000,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2018,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,77.6000000000,,,75.5000000000,79.5000000000,3531,POINT (-154.8953489 19.44949565),15001021101,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,21.0000000000,,,19.1000000000,23.0000000000,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,HI,Hawaii,Hawaii,15001,15001021402,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,16.1000000000,,,15.1000000000,17.0000000000,4025,POINT (-155.906965 19.51804981),15001021402,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,HI,Hawaii,Hawaii,15001,15001021010,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,22.9000000000,,,22.1000000000,23.7000000000,7884,POINT (-155.1037996 19.49754656),15001021010,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,HI,Hawaii,Hawaii,15001,15001021101,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,7.3000000000,,,6.5000000000,8.2000000000,3531,POINT (-154.8953489 19.44949565),15001021101,HLTHOUT,COPD,CrdPrv,COPD
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,15.7000000000,,,14.4000000000,17.0000000000,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,2.8000000000,,,2.7000000000,2.9000000000,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,STROKE,CrdPrv,Stroke
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,6.7000000000,,,6.6000000000,6.9000000000,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2018,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,27.0000000000,,,25.1000000000,28.9000000000,5882,POINT (-157.8941068 21.55452063),15003010201,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,10.7000000000,,,10.3000000000,11.1000000000,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,DIABETES,CrdPrv,Diabetes
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,17.2000000000,,,16.7000000000,17.6000000000,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,9.1000000000,,,8.9000000000,9.3000000000,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,20.4000000000,,,19.8000000000,21.0000000000,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,22.7000000000,,,22.3000000000,23.1000000000,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2018,HI,Hawaii,Maui,15009,15009030800,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,61.8000000000,,,60.6000000000,63.0000000000,6907,POINT (-156.5426669 20.90996813),15009030800,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,11.7000000000,,,11.0000000000,12.4000000000,3139,POINT (-159.4840794 21.90956079),15007040604,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,3.5000000000,,,3.3000000000,3.6000000000,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,STROKE,CrdPrv,Stroke
2018,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,84.8000000000,,,83.9000000000,85.7000000000,8403,POINT (-159.5219447 21.94546074),15007040700,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,23.0000000000,,,22.7000000000,23.4000000000,2291,POINT (-156.1446943 20.72704536),15009030100,RISKBEH,BINGE,CrdPrv,Binge Drinking
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,24.3000000000,,,23.7000000000,25.0000000000,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,OBESITY,CrdPrv,Obesity
2018,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,65.5000000000,,,64.3000000000,66.8000000000,3139,POINT (-159.4840794 21.90956079),15007040604,PREVENT,DENTAL,CrdPrv,Dental Visit
2018,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,38.7000000000,,,38.0000000000,39.4000000000,8652,POINT (-156.3303372 20.82505697),15009030402,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,22.6000000000,,,22.0000000000,23.1000000000,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,22.7000000000,,,21.4000000000,24.2000000000,8652,POINT (-156.3303372 20.82505697),15009030402,RISKBEH,LPA,CrdPrv,Physical Inactivity
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,29.3000000000,,,28.9000000000,29.7000000000,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,27.5000000000,,,26.6000000000,28.4000000000,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,OBESITY,CrdPrv,Obesity
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,73.0000000000,,,72.4000000000,73.6000000000,2453,POINT (-156.2504199 20.86252093),15009030201,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,14.1000000000,,,13.6000000000,14.7000000000,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,24.3000000000,,,23.2000000000,25.5000000000,8403,POINT (-159.5219447 21.94546074),15007040700,RISKBEH,LPA,CrdPrv,Physical Inactivity
2018,HI,Hawaii,Maui,15009,15009030402,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,71.5000000000,,,69.7000000000,73.4000000000,8652,POINT (-156.3303372 20.82505697),15009030402,PREVENT,DENTAL,CrdPrv,Dental Visit
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,14.9000000000,,,13.7000000000,16.2000000000,2544,POINT (-159.4384998 21.90703588),15007040603,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,6.3000000000,,,6.1000000000,6.4000000000,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,69.2000000000,,,68.1000000000,70.1000000000,2453,POINT (-156.2504199 20.86252093),15009030201,PREVENT,BPMED,CrdPrv,Taking BP Medication
2018,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,11.2000000000,,,9.4000000000,13.1000000000,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,83.6000000000,,,83.3000000000,83.8000000000,2544,POINT (-159.4384998 21.90703588),15007040603,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2018,HI,Hawaii,Maui,15009,15009030800,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,70.2000000000,,,69.0000000000,71.4000000000,6907,POINT (-156.5426669 20.90996813),15009030800,PREVENT,DENTAL,CrdPrv,Dental Visit
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,18.6000000000,,,18.2000000000,18.9000000000,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2018,HI,Hawaii,Maui,15009,15009030100,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,85.6000000000,,,84.8000000000,86.6000000000,2291,POINT (-156.1446943 20.72704536),15009030100,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,6.1000000000,,,5.7000000000,6.6000000000,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,COPD,CrdPrv,COPD
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,31.0000000000,,,30.5000000000,31.5000000000,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,11.0000000000,,,10.4000000000,11.6000000000,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,13.9000000000,,,13.4000000000,14.3000000000,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2018,HI,Hawaii,Maui,15009,15009030201,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,25.3000000000,,,21.7000000000,29.2000000000,2453,POINT (-156.2504199 20.86252093),15009030201,PREVENT,COREW,CrdPrv,Core preventive services for older women
2018,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,82.1000000000,,,81.0000000000,83.1000000000,5882,POINT (-157.8941068 21.55452063),15003010201,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,15.7000000000,,,14.8000000000,16.7000000000,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,10.8000000000,,,10.3000000000,11.3000000000,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,31.1000000000,,,30.3000000000,31.8000000000,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,12.2000000000,,,12.0000000000,12.5000000000,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,27.0000000000,,,25.3000000000,28.5000000000,2544,POINT (-159.4384998 21.90703588),15007040603,RISKBEH,LPA,CrdPrv,Physical Inactivity
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,29.2000000000,,,28.6000000000,29.8000000000,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,OBESITY,CrdPrv,Obesity
2018,HI,Hawaii,Maui,15009,15009030402,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,85.0000000000,,,83.8000000000,86.2000000000,8652,POINT (-156.3303372 20.82505697),15009030402,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,4.6000000000,,,4.3000000000,5.0000000000,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,COPD,CrdPrv,COPD
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,77.8000000000,,,77.5000000000,78.1000000000,3139,POINT (-159.4840794 21.90956079),15007040604,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2018,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,6.2000000000,,,5.1000000000,7.5000000000,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,8.9000000000,,,8.5000000000,9.4000000000,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,DIABETES,CrdPrv,Diabetes
2018,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,25.6000000000,,,23.3000000000,27.9000000000,8403,POINT (-159.5219447 21.94546074),15007040700,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,12.9000000000,,,12.5000000000,13.4000000000,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2018,HI,Hawaii,Maui,15009,15009030100,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,67.9000000000,,,66.6000000000,69.3000000000,2291,POINT (-156.1446943 20.72704536),15009030100,PREVENT,DENTAL,CrdPrv,Dental Visit
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,5.8000000000,,,5.5000000000,6.2000000000,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,COPD,CrdPrv,COPD
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,20.0000000000,,,19.0000000000,21.0000000000,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHSTAT,GHLTH,CrdPrv,General Health
2018,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,82.4000000000,,,80.9000000000,84.0000000000,2544,POINT (-159.4384998 21.90703588),15007040603,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2018,HI,Hawaii,Maui,15009,15009030800,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,84.2000000000,,,83.4000000000,85.1000000000,6907,POINT (-156.5426669 20.90996813),15009030800,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,25.3000000000,,,24.6000000000,26.0000000000,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2018,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,69.0000000000,,,67.5000000000,70.4000000000,8403,POINT (-159.5219447 21.94546074),15007040700,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,10.2000000000,,,10.0000000000,10.5000000000,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,12.2000000000,,,11.5000000000,12.8000000000,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,DIABETES,CrdPrv,Diabetes
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,21.3000000000,,,21.0000000000,21.6000000000,5882,POINT (-157.8941068 21.55452063),15003010201,RISKBEH,BINGE,CrdPrv,Binge Drinking
2018,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,37.5000000000,,,36.9000000000,38.1000000000,3139,POINT (-159.4840794 21.90956079),15007040604,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2018,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,10.1000000000,,,8.7000000000,11.6000000000,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2018,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,8.1000000000,,,6.2000000000,10.2000000000,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,6.5000000000,,,6.3000000000,6.8000000000,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,19.2000000000,,,18.9000000000,19.6000000000,8403,POINT (-159.5219447 21.94546074),15007040700,RISKBEH,BINGE,CrdPrv,Binge Drinking
2018,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,40.9000000000,,,40.1000000000,41.6000000000,6907,POINT (-156.5426669 20.90996813),15009030800,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,15.5000000000,,,15.0000000000,16.0000000000,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,17.5000000000,,,16.4000000000,18.7000000000,5882,POINT (-157.8941068 21.55452063),15003010201,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,15.2000000000,,,14.9000000000,15.6000000000,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,21.0000000000,,,20.6000000000,21.4000000000,8652,POINT (-156.3303372 20.82505697),15009030402,RISKBEH,BINGE,CrdPrv,Binge Drinking
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,27.0000000000,,,26.6000000000,27.4000000000,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2018,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,67.1000000000,,,65.3000000000,68.9000000000,2544,POINT (-159.4384998 21.90703588),15007040603,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,26.4000000000,,,25.8000000000,26.9000000000,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,28.1000000000,,,27.6000000000,28.7000000000,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,6.4000000000,,,6.3000000000,6.5000000000,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,15.9000000000,,,15.6000000000,16.2000000000,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,82.9000000000,,,82.7000000000,83.0000000000,5882,POINT (-157.8941068 21.55452063),15003010201,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,2.7000000000,,,2.6000000000,2.8000000000,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,21.8000000000,,,21.5000000000,22.1000000000,6907,POINT (-156.5426669 20.90996813),15009030800,RISKBEH,BINGE,CrdPrv,Binge Drinking
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,6.0000000000,,,5.8000000000,6.3000000000,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,2.5000000000,,,2.5000000000,2.6000000000,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,82.9000000000,,,82.9000000000,83.0000000000,2453,POINT (-156.2504199 20.86252093),15009030201,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,25.5000000000,,,24.9000000000,25.9000000000,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,10.7000000000,,,10.4000000000,11.1000000000,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,DIABETES,CrdPrv,Diabetes
2018,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,68.0000000000,,,66.2000000000,69.9000000000,2544,POINT (-159.4384998 21.90703588),15007040603,PREVENT,DENTAL,CrdPrv,Dental Visit
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,12.3000000000,,,11.6000000000,13.0000000000,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,8.9000000000,,,8.7000000000,9.2000000000,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,3.0000000000,,,2.8000000000,3.2000000000,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,STROKE,CrdPrv,Stroke
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,19.5000000000,,,18.6000000000,20.5000000000,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,12.4000000000,,,11.6000000000,13.1000000000,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,3.1000000000,,,3.0000000000,3.2000000000,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,24.8000000000,,,23.8000000000,25.9000000000,5882,POINT (-157.8941068 21.55452063),15003010201,RISKBEH,LPA,CrdPrv,Physical Inactivity
2018,HI,Hawaii,Maui,15009,15009030201,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,26.1000000000,,,22.4000000000,30.0000000000,2453,POINT (-156.2504199 20.86252093),15009030201,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,23.1000000000,,,22.6000000000,23.6000000000,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,OBESITY,CrdPrv,Obesity
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,12.3000000000,,,12.0000000000,12.7000000000,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,DIABETES,CrdPrv,Diabetes
2018,HI,Hawaii,Maui,15009,15009030800,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,24.0000000000,,,22.0000000000,25.9000000000,6907,POINT (-156.5426669 20.90996813),15009030800,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,6.4000000000,,,6.1000000000,6.7000000000,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,23.7000000000,,,23.0000000000,24.3000000000,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,OBESITY,CrdPrv,Obesity
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,84.2000000000,,,84.1000000000,84.4000000000,8403,POINT (-159.5219447 21.94546074),15007040700,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,15.1000000000,,,14.3000000000,15.8000000000,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,3.7000000000,,,3.5000000000,3.9000000000,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,STROKE,CrdPrv,Stroke
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,79.1000000000,,,78.8000000000,79.4000000000,5882,POINT (-157.8941068 21.55452063),15003010201,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2018,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,25.0000000000,,,22.9000000000,27.3000000000,3139,POINT (-159.4840794 21.90956079),15007040604,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,82.9000000000,,,82.5000000000,83.3000000000,8652,POINT (-156.3303372 20.82505697),15009030402,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,13.6000000000,,,12.6000000000,14.6000000000,8403,POINT (-159.5219447 21.94546074),15007040700,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,28.3000000000,,,27.9000000000,28.7000000000,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,9.0000000000,,,8.7000000000,9.2000000000,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,22.1000000000,,,20.7000000000,23.7000000000,2453,POINT (-156.2504199 20.86252093),15009030201,RISKBEH,LPA,CrdPrv,Physical Inactivity
2018,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,77.5000000000,,,76.1000000000,78.9000000000,3139,POINT (-159.4840794 21.90956079),15007040604,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,14.7000000000,,,14.2000000000,15.2000000000,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,DEPRESSION,CrdPrv,Depression
2018,HI,Hawaii,Maui,15009,15009030100,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,63.2000000000,,,61.5000000000,64.8000000000,2291,POINT (-156.1446943 20.72704536),15009030100,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,3.8000000000,,,3.7000000000,4.0000000000,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,STROKE,CrdPrv,Stroke
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,10.2000000000,,,10.0000000000,10.5000000000,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,DIABETES,CrdPrv,Diabetes
2018,HI,Hawaii,Maui,15009,15009030402,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,25.4000000000,,,22.7000000000,28.5000000000,8652,POINT (-156.3303372 20.82505697),15009030402,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,82.0000000000,,,81.7000000000,82.4000000000,6907,POINT (-156.5426669 20.90996813),15009030800,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,18.5000000000,,,17.9000000000,19.2000000000,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,DEPRESSION,CrdPrv,Depression
2018,HI,Hawaii,Maui,15009,15009030800,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,79.6000000000,,,78.6000000000,80.7000000000,6907,POINT (-156.5426669 20.90996813),15009030800,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,11.1000000000,,,10.3000000000,11.9000000000,2291,POINT (-156.1446943 20.72704536),15009030100,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,23.5000000000,,,23.0000000000,24.0000000000,2453,POINT (-156.2504199 20.86252093),15009030201,RISKBEH,BINGE,CrdPrv,Binge Drinking
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,18.4000000000,,,17.3000000000,19.6000000000,2291,POINT (-156.1446943 20.72704536),15009030100,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,9.6000000000,,,9.2000000000,10.1000000000,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,DIABETES,CrdPrv,Diabetes
2018,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,26.3000000000,,,23.2000000000,29.7000000000,2544,POINT (-159.4384998 21.90703588),15007040603,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,70.6000000000,,,70.0000000000,71.4000000000,2291,POINT (-156.1446943 20.72704536),15009030100,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,9.7000000000,,,9.4000000000,10.0000000000,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,5.6000000000,,,5.1000000000,6.1000000000,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,COPD,CrdPrv,COPD
2018,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,36.8000000000,,,35.8000000000,37.7000000000,2544,POINT (-159.4384998 21.90703588),15007040603,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2018,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,7.9000000000,,,6.2000000000,9.9000000000,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,27.7000000000,,,26.6000000000,28.7000000000,3139,POINT (-159.4840794 21.90956079),15007040604,RISKBEH,LPA,CrdPrv,Physical Inactivity
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,26.2000000000,,,25.7000000000,26.6000000000,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2018,HI,Hawaii,Maui,15009,15009030201,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,80.7000000000,,,78.6000000000,82.6000000000,2453,POINT (-156.2504199 20.86252093),15009030201,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,18.1000000000,,,17.1000000000,19.1000000000,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,3.1000000000,,,2.9000000000,3.2000000000,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,STROKE,CrdPrv,Stroke
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,23.8000000000,,,22.7000000000,24.9000000000,2291,POINT (-156.1446943 20.72704536),15009030100,RISKBEH,LPA,CrdPrv,Physical Inactivity
2018,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,8.2000000000,,,6.4000000000,10.4000000000,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2018,HI,Hawaii,Maui,15009,15009030800,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,24.8000000000,,,22.9000000000,27.0000000000,6907,POINT (-156.5426669 20.90996813),15009030800,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,13.0000000000,,,12.5000000000,13.5000000000,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,18.5000000000,,,18.3000000000,18.8000000000,3139,POINT (-159.4840794 21.90956079),15007040604,RISKBEH,BINGE,CrdPrv,Binge Drinking
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,Diagnosed diabetes among adults aged >=18 years,%,Crude prevalence,9.3000000000,,,9.0000000000,9.5000000000,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,DIABETES,CrdPrv,Diabetes
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,6.1000000000,,,6.0000000000,6.3000000000,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2018,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,69.2000000000,,,68.0000000000,70.5000000000,5882,POINT (-157.8941068 21.55452063),15003010201,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,11.4000000000,,,10.4000000000,12.6000000000,2544,POINT (-159.4384998 21.90703588),15007040603,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,27.9000000000,,,27.3000000000,28.5000000000,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,2.6000000000,,,2.5000000000,2.7000000000,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2018,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,72.1000000000,,,70.8000000000,73.3000000000,5882,POINT (-157.8941068 21.55452063),15003010201,PREVENT,DENTAL,CrdPrv,Dental Visit
2018,HI,Hawaii,Maui,15009,15009030100,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,23.0000000000,,,21.0000000000,25.0000000000,2291,POINT (-156.1446943 20.72704536),15009030100,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,69.9000000000,,,69.4000000000,70.4000000000,5882,POINT (-157.8941068 21.55452063),15003010201,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,12.0000000000,,,11.5000000000,12.5000000000,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,7.0000000000,,,6.8000000000,7.2000000000,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,2.9000000000,,,2.8000000000,2.9000000000,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,73.2000000000,,,72.9000000000,73.6000000000,6907,POINT (-156.5426669 20.90996813),15009030800,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,30.0000000000,,,29.4000000000,30.6000000000,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,77.8000000000,,,77.5000000000,78.2000000000,8403,POINT (-159.5219447 21.94546074),15007040700,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,24.5000000000,,,24.2000000000,24.8000000000,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2018,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,40.4000000000,,,39.6000000000,41.5000000000,2291,POINT (-156.1446943 20.72704536),15009030100,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,74.1000000000,,,73.6000000000,74.6000000000,8652,POINT (-156.3303372 20.82505697),15009030402,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2018,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,9.6000000000,,,7.8000000000,11.5000000000,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,23.8000000000,,,23.3000000000,24.1000000000,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2018,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,82.1000000000,,,81.2000000000,82.9000000000,3139,POINT (-159.4840794 21.90956079),15007040604,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,82.6000000000,,,82.3000000000,83.0000000000,2291,POINT (-156.1446943 20.72704536),15009030100,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2018,HI,Hawaii,Maui,15009,15009030201,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,73.2000000000,,,71.2000000000,74.9000000000,2453,POINT (-156.2504199 20.86252093),15009030201,PREVENT,DENTAL,CrdPrv,Dental Visit
2018,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,21.3000000000,,,19.5000000000,23.3000000000,3139,POINT (-159.4840794 21.90956079),15007040604,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,33.4000000000,,,32.9000000000,34.0000000000,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,OBESITY,CrdPrv,Obesity
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,70.7000000000,,,69.9000000000,71.4000000000,8652,POINT (-156.3303372 20.82505697),15009030402,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,12.6000000000,,,12.0000000000,13.1000000000,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,5.5000000000,,,5.3000000000,5.7000000000,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,23.0000000000,,,22.2000000000,23.7000000000,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2018,HI,Hawaii,Maui,15009,15009030402,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,24.7000000000,,,22.1000000000,27.4000000000,8652,POINT (-156.3303372 20.82505697),15009030402,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,10.7000000000,,,10.3000000000,11.0000000000,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,12.5000000000,,,11.8000000000,13.2000000000,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,13.2000000000,,,12.7000000000,13.8000000000,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2018,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Prevention,Visits to dentist or dental clinic among adults aged >=18 years,%,Crude prevalence,72.2000000000,,,70.8000000000,73.5000000000,8403,POINT (-159.5219447 21.94546074),15007040700,PREVENT,DENTAL,CrdPrv,Dental Visit
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,2.9000000000,,,2.8000000000,3.0000000000,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,15.2000000000,,,14.1000000000,16.4000000000,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,5.5000000000,,,5.0000000000,6.1000000000,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,COPD,CrdPrv,COPD
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,3.7000000000,,,3.4000000000,3.9000000000,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,STROKE,CrdPrv,Stroke
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,10.3000000000,,,9.3000000000,11.3000000000,8652,POINT (-156.3303372 20.82505697),15009030402,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,3.3000000000,,,3.2000000000,3.4000000000,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,13.9000000000,,,13.2000000000,14.6000000000,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,Arthritis among adults aged >=18 years,%,Crude prevalence,23.2000000000,,,22.7000000000,23.8000000000,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,ARTHRITIS,CrdPrv,Arthritis
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,15.6000000000,,,14.8000000000,16.5000000000,3139,POINT (-159.4840794 21.90956079),15007040604,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,25.6000000000,,,24.8000000000,26.4000000000,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Risk Behaviors,No leisure-time physical activity among adults aged >=18 years,%,Crude prevalence,22.6000000000,,,21.7000000000,23.6000000000,6907,POINT (-156.5426669 20.90996813),15009030800,RISKBEH,LPA,CrdPrv,Physical Inactivity
2018,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,77.6000000000,,,76.1000000000,79.2000000000,8403,POINT (-159.5219447 21.94546074),15007040700,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,5.9000000000,,,5.6000000000,6.2000000000,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,COPD,CrdPrv,COPD
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,10.2000000000,,,9.5000000000,11.0000000000,5882,POINT (-157.8941068 21.55452063),15003010201,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,4.3000000000,,,4.1000000000,4.6000000000,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,COPD,CrdPrv,COPD
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,5.0000000000,,,4.7000000000,5.4000000000,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,9.6000000000,,,9.4000000000,9.8000000000,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,15.3000000000,,,14.0000000000,16.7000000000,8652,POINT (-156.3303372 20.82505697),15009030402,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,Chronic obstructive pulmonary disease among adults aged >=18 years,%,Crude prevalence,4.5000000000,,,4.2000000000,4.8000000000,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,COPD,CrdPrv,COPD
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,18.5000000000,,,18.0000000000,18.9000000000,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,DEPRESSION,CrdPrv,Depression
2018,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Prevention,"Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",%,Crude prevalence,24.1000000000,,,21.1000000000,27.2000000000,2544,POINT (-159.4384998 21.90703588),15007040603,PREVENT,COREW,CrdPrv,Core preventive services for older women
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,Depression among adults aged >=18 years,%,Crude prevalence,14.5000000000,,,14.2000000000,14.9000000000,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,DEPRESSION,CrdPrv,Depression
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,5.4000000000,,,5.3000000000,5.5000000000,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,9.3000000000,,,8.3000000000,10.2000000000,2453,POINT (-156.2504199 20.86252093),15009030201,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,78.5000000000,,,78.0000000000,78.9000000000,2544,POINT (-159.4384998 21.90703588),15007040603,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Outcomes,Stroke among adults aged >=18 years,%,Crude prevalence,3.1000000000,,,2.9000000000,3.3000000000,2453,POINT (-156.2504199 20.86252093),15009030201,HLTHOUT,STROKE,CrdPrv,Stroke
2018,HI,Hawaii,Maui,15009,15009030100,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,78.5000000000,,,77.1000000000,79.9000000000,2291,POINT (-156.1446943 20.72704536),15009030100,PREVENT,MAMMOUSE,CrdPrv,Mammography
2018,HI,Hawaii,Maui,15009,15009030100,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,22.7000000000,,,20.4000000000,25.1000000000,2291,POINT (-156.1446943 20.72704536),15009030100,PREVENT,COREM,CrdPrv,Core preventive services for older men
2018,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,48.2000000000,,,47.6000000000,48.9000000000,5882,POINT (-157.8941068 21.55452063),15003010201,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,16.1000000000,,,15.1000000000,17.0000000000,6907,POINT (-156.5426669 20.90996813),15009030800,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2018,HI,Hawaii,Maui,15009,15009030402,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,63.8000000000,,,61.5000000000,65.9000000000,8652,POINT (-156.3303372 20.82505697),15009030402,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,74.8000000000,,,74.3000000000,75.4000000000,8403,POINT (-159.5219447 21.94546074),15007040700,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,10.6000000000,,,10.0000000000,11.3000000000,6907,POINT (-156.5426669 20.90996813),15009030800,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Risk Behaviors,Current smoking among adults aged >=18 years,%,Crude prevalence,17.5000000000,,,15.9000000000,19.2000000000,2453,POINT (-156.2504199 20.86252093),15009030201,RISKBEH,CSMOKING,CrdPrv,Current Smoking
2018,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,All teeth lost among adults aged >=65 years,%,Crude prevalence,8.1000000000,,,7.1000000000,9.3000000000,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,TEETHLOST,CrdPrv,All Teeth Lost
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,5.0000000000,,,4.8000000000,5.3000000000,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Outcomes,Current asthma among adults aged >=18 years,%,Crude prevalence,8.7000000000,,,8.5000000000,8.9000000000,8403,POINT (-159.5219447 21.94546074),15007040700,HLTHOUT,CASTHMA,CrdPrv,Current Asthma
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Status,Physical health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,13.0000000000,,,12.4000000000,13.5000000000,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHSTAT,PHLTH,CrdPrv,Physical Health
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,4.8000000000,,,4.5000000000,5.1000000000,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Status,Fair or poor self-rated health status among adults aged >=18 years,%,Crude prevalence,18.2000000000,,,16.8000000000,19.5000000000,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHSTAT,GHLTH,CrdPrv,General Health
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Prevention,Visits to doctor for routine checkup within the past year among adults aged >=18 years,%,Crude prevalence,74.2000000000,,,73.8000000000,74.6000000000,2291,POINT (-156.1446943 20.72704536),15009030100,PREVENT,CHECKUP,CrdPrv,Annual Checkup
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,77.1000000000,,,76.5000000000,77.7000000000,2544,POINT (-159.4384998 21.90703588),15007040603,PREVENT,BPMED,CrdPrv,Taking BP Medication
2018,HI,Hawaii,Maui,15009,15009030201,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,37.8000000000,,,37.1000000000,38.6000000000,2453,POINT (-156.2504199 20.86252093),15009030201,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Prevention,Current lack of health insurance among adults aged 18-64 years,%,Crude prevalence,10.2000000000,,,9.5000000000,11.1000000000,8403,POINT (-159.5219447 21.94546074),15007040700,PREVENT,ACCESS2,CrdPrv,Health Insurance
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,%,Crude prevalence,29.8000000000,,,29.4000000000,30.1000000000,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,HIGHCHOL,CrdPrv,High Cholesterol
2018,HI,Hawaii,Maui,15009,15009030201,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,65.4000000000,,,63.1000000000,67.3000000000,2453,POINT (-156.2504199 20.86252093),15009030201,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,67.7000000000,,,67.1000000000,68.2000000000,6907,POINT (-156.5426669 20.90996813),15009030800,PREVENT,BPMED,CrdPrv,Taking BP Medication
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Prevention,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,%,Crude prevalence,76.2000000000,,,75.8000000000,76.7000000000,3139,POINT (-159.4840794 21.90956079),15007040604,PREVENT,BPMED,CrdPrv,Taking BP Medication
2018,HI,Hawaii,Maui,15009,15009030402,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,79.6000000000,,,77.8000000000,81.3000000000,8652,POINT (-156.3303372 20.82505697),15009030402,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,24.3000000000,,,23.8000000000,24.7000000000,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,OBESITY,CrdPrv,Obesity
2018,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,87.3000000000,,,86.7000000000,88.1000000000,5882,POINT (-157.8941068 21.55452063),15003010201,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,6.1000000000,,,5.8000000000,6.5000000000,2544,POINT (-159.4384998 21.90703588),15007040603,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2019,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Health Risk Behaviors,Binge drinking among adults aged >=18 years,%,Crude prevalence,17.9000000000,,,17.5000000000,18.2000000000,2544,POINT (-159.4384998 21.90703588),15007040603,RISKBEH,BINGE,CrdPrv,Binge Drinking
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Health Outcomes,Obesity among adults aged >=18 years,%,Crude prevalence,26.0000000000,,,25.6000000000,26.5000000000,3139,POINT (-159.4840794 21.90956079),15007040604,HLTHOUT,OBESITY,CrdPrv,Obesity
2018,HI,Hawaii,Kauai,15007,15007040603,BRFSS,Prevention,Mammography use among women aged 50-74 years,%,Crude prevalence,77.1000000000,,,75.2000000000,79.0000000000,2544,POINT (-159.4384998 21.90703588),15007040603,PREVENT,MAMMOUSE,CrdPrv,Mammography
2019,HI,Hawaii,Maui,15009,15009030100,BRFSS,Health Outcomes,Cancer (excluding skin cancer) among adults aged >=18 years,%,Crude prevalence,6.9000000000,,,6.8000000000,7.1000000000,2291,POINT (-156.1446943 20.72704536),15009030100,HLTHOUT,CANCER,CrdPrv,Cancer (except skin)
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,31.2000000000,,,30.8000000000,31.8000000000,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2019,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Health Status,Mental health not good for >=14 days among adults aged >=18 years,%,Crude prevalence,15.1000000000,,,14.5000000000,15.7000000000,5882,POINT (-157.8941068 21.55452063),15003010201,HLTHSTAT,MHLTH,CrdPrv,Mental Health
2018,HI,Hawaii,Maui,15009,15009030201,BRFSS,Prevention,Cervical cancer screening among adult women aged 21-65 years,%,Crude prevalence,87.7000000000,,,86.6000000000,88.8000000000,2453,POINT (-156.2504199 20.86252093),15009030201,PREVENT,CERVICAL,CrdPrv,Cervical Cancer Screening
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,Coronary heart disease among adults aged >=18 years,%,Crude prevalence,4.3000000000,,,4.2000000000,4.4000000000,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,CHD,CrdPrv,Coronary Heart Disease
2018,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Health Risk Behaviors,Sleeping less than 7 hours among adults aged >=18 years,%,Crude prevalence,36.4000000000,,,35.6000000000,36.9000000000,8403,POINT (-159.5219447 21.94546074),15007040700,RISKBEH,SLEEP,CrdPrv,Sleep <7 hours
2019,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Prevention,Cholesterol screening among adults aged >=18 years,%,Crude prevalence,82.8000000000,,,82.7000000000,82.9000000000,3139,POINT (-159.4840794 21.90956079),15007040604,PREVENT,CHOLSCREEN,CrdPrv,Cholesterol Screening
2019,HI,Hawaii,Maui,15009,15009030402,BRFSS,Health Outcomes,High blood pressure among adults aged >=18 years,%,Crude prevalence,25.2000000000,,,24.6000000000,25.9000000000,8652,POINT (-156.3303372 20.82505697),15009030402,HLTHOUT,BPHIGH,CrdPrv,High Blood Pressure
2018,HI,Hawaii,Kauai,15007,15007040700,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,27.8000000000,,,25.4000000000,30.3000000000,8403,POINT (-159.5219447 21.94546074),15007040700,PREVENT,COREM,CrdPrv,Core preventive services for older men
2019,HI,Hawaii,Maui,15009,15009030800,BRFSS,Health Outcomes,Chronic kidney disease among adults aged >=18 years,%,Crude prevalence,2.3000000000,,,2.3000000000,2.4000000000,6907,POINT (-156.5426669 20.90996813),15009030800,HLTHOUT,KIDNEY,CrdPrv,Chronic Kidney Disease
2018,HI,Hawaii,Honolulu,15003,15003010201,BRFSS,Prevention,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening",%,Crude prevalence,25.0000000000,,,23.0000000000,27.0000000000,5882,POINT (-157.8941068 21.55452063),15003010201,PREVENT,COREM,CrdPrv,Core preventive services for older men
2018,HI,Hawaii,Kauai,15007,15007040604,BRFSS,Prevention,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",%,Crude prevalence,64.2000000000,,,62.8000000000,65.7000000000,3139,POINT (-159.4840794 21.90956079),15007040604,PREVENT,COLON_SCREEN,CrdPrv,Colorectal Cancer Screening
1 Year StateAbbr StateDesc CountyName CountyFIPS LocationName DataSource Category Measure Data_Value_Unit Data_Value_Type Data_Value Data_Value_Footnote_Symbol Data_Value_Footnote Low_Confidence_Limit High_Confidence_Limit TotalPopulation Geolocation LocationID CategoryID MeasureId DataValueTypeID Short_Question_Text
2 2019 CA California Inyo 6027 6027000800 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 36.1000000000 35.2000000000 36.8000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 HLTHOUT BPHIGH CrdPrv High Blood Pressure
3 2019 CA California Inyo 6027 6027000800 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 13.1000000000 12.6000000000 13.6000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 HLTHOUT DIABETES CrdPrv Diabetes
4 2019 CA California Inyo 6027 6027000800 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 15.1000000000 14.4000000000 15.8000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 HLTHSTAT MHLTH CrdPrv Mental Health
5 2018 CA California Inyo 6027 6027000800 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 82.0000000000 80.5000000000 83.4000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
6 2019 CA California Inyo 6027 6027000800 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 14.2000000000 12.8000000000 15.6000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 PREVENT ACCESS2 CrdPrv Health Insurance
7 2018 CA California Inyo 6027 6027000800 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 33.1000000000 32.1000000000 34.1000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 RISKBEH SLEEP CrdPrv Sleep <7 hours
8 2019 CA California Inyo 6027 6027000800 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 86.4000000000 86.1000000000 86.7000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
9 2019 CA California Inyo 6027 6027000800 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 17.2000000000 15.8000000000 18.5000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 RISKBEH CSMOKING CrdPrv Current Smoking
10 2019 CA California Inyo 6027 6027000800 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 8.6000000000 8.1000000000 9.1000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 HLTHOUT CHD CrdPrv Coronary Heart Disease
11 2019 CA California Inyo 6027 6027000800 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 30.2000000000 29.4000000000 31.0000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 HLTHOUT OBESITY CrdPrv Obesity
12 2019 CA California Inyo 6027 6027000800 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 24.2000000000 22.4000000000 25.9000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 HLTHSTAT GHLTH CrdPrv General Health
13 2019 CA California Inyo 6027 6027000800 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 74.3000000000 73.6000000000 74.9000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 PREVENT BPMED CrdPrv Taking BP Medication
14 2019 CA California Inyo 6027 6027000800 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 3.9000000000 3.8000000000 4.1000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
15 2019 CA California Inyo 6027 6027000800 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 16.8000000000 15.8000000000 17.7000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 HLTHSTAT PHLTH CrdPrv Physical Health
16 2018 CA California Inyo 6027 6027000800 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 25.6000000000 22.4000000000 29.2000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 PREVENT COREW CrdPrv Core preventive services for older women
17 2018 CA California Inyo 6027 6027000800 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 26.5000000000 24.0000000000 29.1000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 PREVENT COREM CrdPrv Core preventive services for older men
18 2019 CA California Inyo 6027 6027000800 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 72.5000000000 71.9000000000 73.0000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 PREVENT CHECKUP CrdPrv Annual Checkup
19 2019 CA California Inyo 6027 6027000800 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 26.9000000000 25.3000000000 28.4000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 RISKBEH LPA CrdPrv Physical Inactivity
20 2019 CA California Inyo 6027 6027000800 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 35.8000000000 35.2000000000 36.5000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
21 2019 CA California Inyo 6027 6027000800 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 8.3000000000 8.0000000000 8.5000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 HLTHOUT CANCER CrdPrv Cancer (except skin)
22 2019 CA California Inyo 6027 6027000800 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 19.5000000000 18.9000000000 20.2000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 HLTHOUT DEPRESSION CrdPrv Depression
23 2019 CA California Inyo 6027 6027000800 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 9.2000000000 8.4000000000 10.0000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 HLTHOUT COPD CrdPrv COPD
24 2019 CA California Inyo 6027 6027000800 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 16.2000000000 15.8000000000 16.6000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 RISKBEH BINGE CrdPrv Binge Drinking
25 2018 CA California Inyo 6027 6027000800 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 17.7000000000 14.2000000000 21.6000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
26 2019 CA California Inyo 6027 6027000800 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 10.1000000000 9.7000000000 10.4000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 HLTHOUT CASTHMA CrdPrv Current Asthma
27 2018 CA California Inyo 6027 6027000800 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 74.9000000000 72.7000000000 77.0000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 PREVENT MAMMOUSE CrdPrv Mammography
28 2018 CA California Inyo 6027 6027000800 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 58.1000000000 55.6000000000 59.9000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 PREVENT DENTAL CrdPrv Dental Visit
29 2018 CA California Inyo 6027 6027000800 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 61.5000000000 59.2000000000 63.6000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
30 2019 CA California Inyo 6027 6027000800 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 28.5000000000 27.8000000000 29.2000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 HLTHOUT ARTHRITIS CrdPrv Arthritis
31 2019 CA California Inyo 6027 6027000800 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 4.6000000000 4.3000000000 4.9000000000 3378 POINT (-117.1176757 36.25159703) 6027000800 HLTHOUT STROKE CrdPrv Stroke
32 2019 CA California Placer 6061 6061021322 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 23.0000000000 22.2000000000 24.0000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 HLTHOUT OBESITY CrdPrv Obesity
33 2019 CA California Placer 6061 6061021322 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 23.2000000000 22.5000000000 23.9000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 HLTHOUT BPHIGH CrdPrv High Blood Pressure
34 2019 CA California Placer 6061 6061021322 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 3.9000000000 3.7000000000 4.2000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 HLTHOUT CHD CrdPrv Coronary Heart Disease
35 2019 CA California Placer 6061 6061021322 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 16.6000000000 15.2000000000 18.1000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 RISKBEH LPA CrdPrv Physical Inactivity
36 2019 CA California Placer 6061 6061021322 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 17.2000000000 16.4000000000 18.0000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 HLTHOUT DEPRESSION CrdPrv Depression
37 2019 CA California Placer 6061 6061021322 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 18.9000000000 18.3000000000 19.5000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 RISKBEH BINGE CrdPrv Binge Drinking
38 2018 CA California Placer 6061 6061021322 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 35.7000000000 31.8000000000 39.8000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 PREVENT COREM CrdPrv Core preventive services for older men
39 2018 CA California Placer 6061 6061021322 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 31.9000000000 30.6000000000 33.2000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 RISKBEH SLEEP CrdPrv Sleep <7 hours
40 2019 CA California Placer 6061 6061021322 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 2.2000000000 2.1000000000 2.3000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
41 2019 CA California Placer 6061 6061021322 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 8.6000000000 8.2000000000 8.9000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 HLTHOUT CASTHMA CrdPrv Current Asthma
42 2019 CA California Placer 6061 6061021322 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 12.0000000000 11.1000000000 13.0000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 HLTHSTAT MHLTH CrdPrv Mental Health
43 2018 CA California Placer 6061 6061021322 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 83.4000000000 81.6000000000 85.2000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
44 2019 CA California Placer 6061 6061021322 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 6.9000000000 6.6000000000 7.3000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 HLTHOUT DIABETES CrdPrv Diabetes
45 2018 CA California Placer 6061 6061021322 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 34.4000000000 30.3000000000 38.5000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 PREVENT COREW CrdPrv Core preventive services for older women
46 2019 CA California Placer 6061 6061021322 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 28.8000000000 28.2000000000 29.4000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
47 2019 CA California Placer 6061 6061021322 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 86.2000000000 85.7000000000 86.8000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
48 2018 CA California Placer 6061 6061021322 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 78.2000000000 75.6000000000 80.3000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 PREVENT MAMMOUSE CrdPrv Mammography
49 2019 CA California Placer 6061 6061021322 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 5.9000000000 5.7000000000 6.1000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 HLTHOUT CANCER CrdPrv Cancer (except skin)
50 2019 CA California Placer 6061 6061021322 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 2.2000000000 2.0000000000 2.4000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 HLTHOUT STROKE CrdPrv Stroke
51 2018 CA California Placer 6061 6061021322 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 72.1000000000 69.9000000000 74.0000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
52 2019 CA California Placer 6061 6061021322 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 9.0000000000 7.8000000000 10.6000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 PREVENT ACCESS2 CrdPrv Health Insurance
53 2019 CA California Placer 6061 6061021322 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 11.4000000000 9.8000000000 13.2000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 RISKBEH CSMOKING CrdPrv Current Smoking
54 2019 CA California Placer 6061 6061021322 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 67.4000000000 66.4000000000 68.4000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 PREVENT BPMED CrdPrv Taking BP Medication
55 2019 CA California Placer 6061 6061021322 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 9.4000000000 8.7000000000 10.1000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 HLTHSTAT PHLTH CrdPrv Physical Health
56 2019 CA California Placer 6061 6061021322 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 70.2000000000 69.4000000000 70.9000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 PREVENT CHECKUP CrdPrv Annual Checkup
57 2018 CA California Placer 6061 6061021322 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 7.6000000000 5.6000000000 10.0000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
58 2019 CA California Placer 6061 6061021322 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 12.3000000000 11.0000000000 13.6000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 HLTHSTAT GHLTH CrdPrv General Health
59 2019 CA California Placer 6061 6061021322 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 4.2000000000 3.8000000000 4.8000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 HLTHOUT COPD CrdPrv COPD
60 2019 CA California Placer 6061 6061021322 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 18.7000000000 18.0000000000 19.4000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 HLTHOUT ARTHRITIS CrdPrv Arthritis
61 2018 CA California Placer 6061 6061021322 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 71.8000000000 69.5000000000 74.1000000000 8762 POINT (-121.4057179 38.84598382) 6061021322 PREVENT DENTAL CrdPrv Dental Visit
62 2019 CA California San Benito 6069 6069000802 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 6.5000000000 5.9000000000 7.0000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 HLTHOUT COPD CrdPrv COPD
63 2018 CA California San Benito 6069 6069000802 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 12.3000000000 9.6000000000 15.5000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
64 2018 CA California San Benito 6069 6069000802 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 77.6000000000 75.4000000000 79.6000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 PREVENT MAMMOUSE CrdPrv Mammography
65 2019 CA California San Benito 6069 6069000802 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 9.3000000000 9.0000000000 9.6000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 HLTHOUT CASTHMA CrdPrv Current Asthma
66 2019 CA California San Benito 6069 6069000802 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 23.6000000000 23.0000000000 24.3000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 HLTHOUT ARTHRITIS CrdPrv Arthritis
67 2018 CA California San Benito 6069 6069000802 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 64.8000000000 62.9000000000 67.0000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 PREVENT DENTAL CrdPrv Dental Visit
68 2019 CA California San Benito 6069 6069000802 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 2.9000000000 2.8000000000 3.0000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
69 2018 CA California San Benito 6069 6069000802 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 84.7000000000 83.5000000000 86.0000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
70 2019 CA California San Benito 6069 6069000802 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 18.7000000000 18.3000000000 19.1000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 RISKBEH BINGE CrdPrv Binge Drinking
71 2019 CA California San Benito 6069 6069000802 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 13.5000000000 12.9000000000 14.2000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 HLTHSTAT MHLTH CrdPrv Mental Health
72 2018 CA California San Benito 6069 6069000802 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 30.3000000000 26.8000000000 34.1000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 PREVENT COREM CrdPrv Core preventive services for older men
73 2019 CA California San Benito 6069 6069000802 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 13.4000000000 12.7000000000 14.2000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 HLTHSTAT PHLTH CrdPrv Physical Health
74 2019 CA California San Benito 6069 6069000802 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 19.2000000000 18.6000000000 19.9000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 HLTHOUT DEPRESSION CrdPrv Depression
75 2019 CA California San Benito 6069 6069000802 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 7.0000000000 6.8000000000 7.2000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 HLTHOUT CANCER CrdPrv Cancer (except skin)
76 2019 CA California San Benito 6069 6069000802 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 32.7000000000 32.1000000000 33.3000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
77 2019 CA California San Benito 6069 6069000802 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 87.1000000000 86.9000000000 87.2000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
78 2018 CA California San Benito 6069 6069000802 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 31.9000000000 30.7000000000 32.8000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 RISKBEH SLEEP CrdPrv Sleep <7 hours
79 2019 CA California San Benito 6069 6069000802 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 18.9000000000 17.5000000000 20.4000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 HLTHSTAT GHLTH CrdPrv General Health
80 2019 CA California San Benito 6069 6069000802 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 70.6000000000 69.8000000000 71.2000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 PREVENT BPMED CrdPrv Taking BP Medication
81 2018 CA California San Benito 6069 6069000802 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 29.3000000000 26.0000000000 32.8000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 PREVENT COREW CrdPrv Core preventive services for older women
82 2019 CA California San Benito 6069 6069000802 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 71.1000000000 70.5000000000 71.7000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 PREVENT CHECKUP CrdPrv Annual Checkup
83 2019 CA California San Benito 6069 6069000802 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 3.2000000000 3.0000000000 3.4000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 HLTHOUT STROKE CrdPrv Stroke
84 2018 CA California San Benito 6069 6069000802 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 65.7000000000 63.5000000000 67.7000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
85 2019 CA California San Benito 6069 6069000802 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 22.7000000000 21.4000000000 24.1000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 RISKBEH LPA CrdPrv Physical Inactivity
86 2019 CA California San Benito 6069 6069000802 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 13.2000000000 11.9000000000 14.5000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 PREVENT ACCESS2 CrdPrv Health Insurance
87 2019 CA California San Benito 6069 6069000802 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 10.2000000000 9.8000000000 10.6000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 HLTHOUT DIABETES CrdPrv Diabetes
88 2019 CA California San Benito 6069 6069000802 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 30.2000000000 29.5000000000 30.9000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 HLTHOUT BPHIGH CrdPrv High Blood Pressure
89 2019 CA California San Benito 6069 6069000802 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 5.8000000000 5.5000000000 6.1000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 HLTHOUT CHD CrdPrv Coronary Heart Disease
90 2019 CA California San Benito 6069 6069000802 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 29.2000000000 28.4000000000 30.0000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 HLTHOUT OBESITY CrdPrv Obesity
91 2019 CA California San Benito 6069 6069000802 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 14.5000000000 13.3000000000 15.7000000000 2534 POINT (-121.0070559 36.54987144) 6069000802 RISKBEH CSMOKING CrdPrv Current Smoking
92 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 73.5000000000 73.1000000000 73.8000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 PREVENT BPMED CrdPrv Taking BP Medication
93 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 29.4000000000 29.0000000000 29.8000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT OBESITY CrdPrv Obesity
94 2018 HI Hawaii Hawaii 15001 15001021101 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 23.4000000000 20.4000000000 26.5000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 PREVENT COREW CrdPrv Core preventive services for older women
95 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 20.7000000000 20.5000000000 20.9000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 RISKBEH BINGE CrdPrv Binge Drinking
96 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 12.4000000000 11.9000000000 12.9000000000 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHSTAT PHLTH CrdPrv Physical Health
97 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 24.3000000000 24.0000000000 24.7000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT OBESITY CrdPrv Obesity
98 2018 HI Hawaii Hawaii 15001 15001021402 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 64.9000000000 63.7000000000 66.2000000000 4025 POINT (-155.906965 19.51804981) 15001021402 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
99 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 15.9000000000 15.6000000000 16.3000000000 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT DEPRESSION CrdPrv Depression
100 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 10.8000000000 10.3000000000 11.3000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 PREVENT ACCESS2 CrdPrv Health Insurance
101 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 24.9000000000 23.8000000000 25.9000000000 4025 POINT (-155.906965 19.51804981) 15001021402 RISKBEH LPA CrdPrv Physical Inactivity
102 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 3.0000000000 3.0000000000 3.1000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
103 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 16.0000000000 14.9000000000 17.2000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHSTAT PHLTH CrdPrv Physical Health
104 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 21.1000000000 20.8000000000 21.4000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT DEPRESSION CrdPrv Depression
105 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 11.3000000000 11.1000000000 11.5000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT CASTHMA CrdPrv Current Asthma
106 2018 HI Hawaii Hawaii 15001 15001021402 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 82.3000000000 81.3000000000 83.2000000000 4025 POINT (-155.906965 19.51804981) 15001021402 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
107 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 2.9000000000 2.8000000000 3.0000000000 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
108 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 74.5000000000 73.9000000000 75.1000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 PREVENT CHECKUP CrdPrv Annual Checkup
109 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 5.8000000000 5.5000000000 6.0000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT COPD CrdPrv COPD
110 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 15.6000000000 14.7000000000 16.5000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHSTAT MHLTH CrdPrv Mental Health
111 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 18.2000000000 18.0000000000 18.4000000000 4025 POINT (-155.906965 19.51804981) 15001021402 RISKBEH BINGE CrdPrv Binge Drinking
112 2018 HI Hawaii Hawaii 15001 15001021101 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 20.3000000000 17.4000000000 23.4000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 PREVENT COREM CrdPrv Core preventive services for older men
113 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 11.5000000000 10.9000000000 12.2000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT DIABETES CrdPrv Diabetes
114 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 28.8000000000 28.6000000000 29.1000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
115 2018 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 10.1000000000 9.1000000000 11.3000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
116 2018 HI Hawaii Hawaii 15001 15001021010 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 22.6000000000 21.1000000000 24.3000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 PREVENT COREW CrdPrv Core preventive services for older women
117 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 14.0000000000 13.6000000000 14.3000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHSTAT MHLTH CrdPrv Mental Health
118 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 72.6000000000 72.3000000000 72.9000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 PREVENT CHECKUP CrdPrv Annual Checkup
119 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 32.6000000000 31.6000000000 33.6000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT BPHIGH CrdPrv High Blood Pressure
120 2018 HI Hawaii Hawaii 15001 15001021800 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 83.2000000000 82.6000000000 83.9000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
121 2018 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 8.5000000000 7.2000000000 10.1000000000 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
122 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 19.8000000000 19.1000000000 20.6000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT DEPRESSION CrdPrv Depression
123 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 17.8000000000 17.4000000000 18.3000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHSTAT MHLTH CrdPrv Mental Health
124 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 29.5000000000 29.2000000000 29.8000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
125 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 83.8000000000 83.7000000000 83.9000000000 4025 POINT (-155.906965 19.51804981) 15001021402 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
126 2018 HI Hawaii Hawaii 15001 15001021010 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 61.9000000000 60.9000000000 63.0000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 PREVENT DENTAL CrdPrv Dental Visit
127 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 5.9000000000 5.9000000000 6.1000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT CANCER CrdPrv Cancer (except skin)
128 2018 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 13.3000000000 11.7000000000 15.1000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
129 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 13.2000000000 12.9000000000 13.6000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHSTAT PHLTH CrdPrv Physical Health
130 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 82.5000000000 82.4000000000 82.6000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
131 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 23.8000000000 23.4000000000 24.2000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT ARTHRITIS CrdPrv Arthritis
132 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 9.2000000000 9.0000000000 9.4000000000 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT CASTHMA CrdPrv Current Asthma
133 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 11.2000000000 10.8000000000 11.5000000000 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT DIABETES CrdPrv Diabetes
134 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 10.4000000000 10.0000000000 10.7000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT CASTHMA CrdPrv Current Asthma
135 2018 HI Hawaii Hawaii 15001 15001021800 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 20.5000000000 19.1000000000 22.0000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 PREVENT COREM CrdPrv Core preventive services for older men
136 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 79.8000000000 79.7000000000 79.9000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
137 2018 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 39.4000000000 38.2000000000 41.2000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 RISKBEH SLEEP CrdPrv Sleep <7 hours
138 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 29.6000000000 29.1000000000 30.2000000000 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT BPHIGH CrdPrv High Blood Pressure
139 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 29.8000000000 29.4000000000 30.2000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT BPHIGH CrdPrv High Blood Pressure
140 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 21.7000000000 21.3000000000 22.1000000000 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT OBESITY CrdPrv Obesity
141 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 6.4000000000 6.2000000000 6.6000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT CHD CrdPrv Coronary Heart Disease
142 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 3.2000000000 3.1000000000 3.3000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
143 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 22.6000000000 21.7000000000 23.6000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 RISKBEH CSMOKING CrdPrv Current Smoking
144 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 10.7000000000 10.5000000000 11.0000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT DIABETES CrdPrv Diabetes
145 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 19.1000000000 18.7000000000 19.5000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 RISKBEH BINGE CrdPrv Binge Drinking
146 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 11.4000000000 10.6000000000 12.1000000000 4025 POINT (-155.906965 19.51804981) 15001021402 PREVENT ACCESS2 CrdPrv Health Insurance
147 2018 HI Hawaii Hawaii 15001 15001021800 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 76.2000000000 75.3000000000 77.1000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 PREVENT MAMMOUSE CrdPrv Mammography
148 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 70.6000000000 70.1000000000 71.0000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 PREVENT BPMED CrdPrv Taking BP Medication
149 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 25.7000000000 24.8000000000 26.6000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT ARTHRITIS CrdPrv Arthritis
150 2018 HI Hawaii Hawaii 15001 15001021402 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 21.4000000000 19.4000000000 23.6000000000 4025 POINT (-155.906965 19.51804981) 15001021402 PREVENT COREM CrdPrv Core preventive services for older men
151 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 9.8000000000 9.6000000000 9.9000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT CASTHMA CrdPrv Current Asthma
152 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 12.5000000000 11.9000000000 13.1000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 PREVENT ACCESS2 CrdPrv Health Insurance
153 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 3.6000000000 3.4000000000 3.7000000000 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT STROKE CrdPrv Stroke
154 2018 HI Hawaii Hawaii 15001 15001021101 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 65.5000000000 63.5000000000 68.0000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 PREVENT DENTAL CrdPrv Dental Visit
155 2018 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 40.2000000000 39.7000000000 40.7000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 RISKBEH SLEEP CrdPrv Sleep <7 hours
156 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 3.5000000000 3.3000000000 3.6000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
157 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 4.0000000000 3.9000000000 4.2000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT STROKE CrdPrv Stroke
158 2018 HI Hawaii Hawaii 15001 15001021101 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 63.8000000000 61.3000000000 66.1000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
159 2018 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 42.6000000000 41.8000000000 43.1000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 RISKBEH SLEEP CrdPrv Sleep <7 hours
160 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 83.1000000000 83.0000000000 83.3000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
161 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 27.3000000000 26.5000000000 28.1000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 RISKBEH LPA CrdPrv Physical Inactivity
162 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 7.4000000000 7.1000000000 7.8000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT COPD CrdPrv COPD
163 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 25.8000000000 24.0000000000 27.7000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 RISKBEH LPA CrdPrv Physical Inactivity
164 2018 HI Hawaii Hawaii 15001 15001021010 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 60.7000000000 59.6000000000 61.7000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
165 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 17.7000000000 17.4000000000 17.9000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT DEPRESSION CrdPrv Depression
166 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 18.0000000000 17.1000000000 19.0000000000 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHSTAT GHLTH CrdPrv General Health
167 2018 HI Hawaii Hawaii 15001 15001021800 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 24.1000000000 22.7000000000 25.6000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 PREVENT COREW CrdPrv Core preventive services for older women
168 2018 HI Hawaii Hawaii 15001 15001021101 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 83.4000000000 82.0000000000 84.8000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
169 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 74.4000000000 73.9000000000 74.9000000000 4025 POINT (-155.906965 19.51804981) 15001021402 PREVENT BPMED CrdPrv Taking BP Medication
170 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 4.2000000000 3.9000000000 4.5000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT STROKE CrdPrv Stroke
171 2018 HI Hawaii Hawaii 15001 15001021402 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 24.8000000000 22.8000000000 26.9000000000 4025 POINT (-155.906965 19.51804981) 15001021402 PREVENT COREW CrdPrv Core preventive services for older women
172 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 75.9000000000 75.6000000000 76.3000000000 4025 POINT (-155.906965 19.51804981) 15001021402 PREVENT CHECKUP CrdPrv Annual Checkup
173 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 18.3000000000 17.6000000000 19.0000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHSTAT GHLTH CrdPrv General Health
174 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 75.4000000000 75.2000000000 75.7000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 PREVENT CHECKUP CrdPrv Annual Checkup
175 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 19.2000000000 19.0000000000 19.4000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 RISKBEH BINGE CrdPrv Binge Drinking
176 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 13.2000000000 12.7000000000 13.6000000000 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHSTAT MHLTH CrdPrv Mental Health
177 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 6.0000000000 5.8000000000 6.3000000000 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT CHD CrdPrv Coronary Heart Disease
178 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 24.0000000000 23.3000000000 24.8000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 RISKBEH LPA CrdPrv Physical Inactivity
179 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 11.2000000000 10.9000000000 11.4000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT DIABETES CrdPrv Diabetes
180 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 30.6000000000 30.2000000000 31.0000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT BPHIGH CrdPrv High Blood Pressure
181 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 6.7000000000 6.6000000000 6.8000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT CANCER CrdPrv Cancer (except skin)
182 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 19.3000000000 17.2000000000 21.4000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 RISKBEH CSMOKING CrdPrv Current Smoking
183 2018 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 40.2000000000 39.3000000000 41.0000000000 4025 POINT (-155.906965 19.51804981) 15001021402 RISKBEH SLEEP CrdPrv Sleep <7 hours
184 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 10.2000000000 9.1000000000 11.4000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 PREVENT ACCESS2 CrdPrv Health Insurance
185 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 16.7000000000 16.2000000000 17.2000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHSTAT PHLTH CrdPrv Physical Health
186 2018 HI Hawaii Hawaii 15001 15001021800 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 66.0000000000 65.0000000000 67.0000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
187 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 5.2000000000 4.9000000000 5.5000000000 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT COPD CrdPrv COPD
188 2018 HI Hawaii Hawaii 15001 15001021800 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 67.4000000000 66.4000000000 68.4000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 PREVENT DENTAL CrdPrv Dental Visit
189 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 6.8000000000 6.6000000000 7.0000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT CANCER CrdPrv Cancer (except skin)
190 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 21.1000000000 20.6000000000 21.5000000000 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT ARTHRITIS CrdPrv Arthritis
191 2018 HI Hawaii Hawaii 15001 15001021010 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 83.0000000000 82.5000000000 83.7000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
192 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 22.6000000000 22.2000000000 22.9000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT ARTHRITIS CrdPrv Arthritis
193 2018 HI Hawaii Hawaii 15001 15001021402 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 75.9000000000 74.6000000000 77.2000000000 4025 POINT (-155.906965 19.51804981) 15001021402 PREVENT MAMMOUSE CrdPrv Mammography
194 2018 HI Hawaii Hawaii 15001 15001021402 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 68.3000000000 67.0000000000 69.7000000000 4025 POINT (-155.906965 19.51804981) 15001021402 PREVENT DENTAL CrdPrv Dental Visit
195 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 30.8000000000 30.2000000000 31.4000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
196 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 74.6000000000 73.7000000000 75.4000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 PREVENT BPMED CrdPrv Taking BP Medication
197 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 6.3000000000 6.2000000000 6.4000000000 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT CANCER CrdPrv Cancer (except skin)
198 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 27.9000000000 27.0000000000 28.8000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT OBESITY CrdPrv Obesity
199 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 29.8000000000 29.4000000000 30.2000000000 4025 POINT (-155.906965 19.51804981) 15001021402 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
200 2018 HI Hawaii Hawaii 15001 15001021010 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 76.2000000000 75.1000000000 77.3000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 PREVENT MAMMOUSE CrdPrv Mammography
201 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 3.7000000000 3.6000000000 3.8000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 HLTHOUT STROKE CrdPrv Stroke
202 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 7.7000000000 7.2000000000 8.3000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT CHD CrdPrv Coronary Heart Disease
203 2018 HI Hawaii Hawaii 15001 15001021010 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 18.5000000000 17.0000000000 20.1000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 PREVENT COREM CrdPrv Core preventive services for older men
204 2019 HI Hawaii Hawaii 15001 15001021800 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 16.8000000000 16.1000000000 17.6000000000 6322 POINT (-155.8112721 20.16059783) 15001021800 RISKBEH CSMOKING CrdPrv Current Smoking
205 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 6.9000000000 6.7000000000 7.1000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHOUT CHD CrdPrv Coronary Heart Disease
206 2018 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 11.9000000000 8.9000000000 15.0000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
207 2018 HI Hawaii Hawaii 15001 15001021101 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 77.6000000000 75.5000000000 79.5000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 PREVENT MAMMOUSE CrdPrv Mammography
208 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 21.0000000000 19.1000000000 23.0000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHSTAT GHLTH CrdPrv General Health
209 2019 HI Hawaii Hawaii 15001 15001021402 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 16.1000000000 15.1000000000 17.0000000000 4025 POINT (-155.906965 19.51804981) 15001021402 RISKBEH CSMOKING CrdPrv Current Smoking
210 2019 HI Hawaii Hawaii 15001 15001021010 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 22.9000000000 22.1000000000 23.7000000000 7884 POINT (-155.1037996 19.49754656) 15001021010 HLTHSTAT GHLTH CrdPrv General Health
211 2019 HI Hawaii Hawaii 15001 15001021101 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 7.3000000000 6.5000000000 8.2000000000 3531 POINT (-154.8953489 19.44949565) 15001021101 HLTHOUT COPD CrdPrv COPD
212 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 15.7000000000 14.4000000000 17.0000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHSTAT GHLTH CrdPrv General Health
213 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 2.8000000000 2.7000000000 2.9000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT STROKE CrdPrv Stroke
214 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 6.7000000000 6.6000000000 6.9000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT CANCER CrdPrv Cancer (except skin)
215 2018 HI Hawaii Honolulu 15003 15003010201 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 27.0000000000 25.1000000000 28.9000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 PREVENT COREW CrdPrv Core preventive services for older women
216 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 10.7000000000 10.3000000000 11.1000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT DIABETES CrdPrv Diabetes
217 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 17.2000000000 16.7000000000 17.6000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT DEPRESSION CrdPrv Depression
218 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 9.1000000000 8.9000000000 9.3000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT CASTHMA CrdPrv Current Asthma
219 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 20.4000000000 19.8000000000 21.0000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT ARTHRITIS CrdPrv Arthritis
220 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 22.7000000000 22.3000000000 23.1000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT ARTHRITIS CrdPrv Arthritis
221 2018 HI Hawaii Maui 15009 15009030800 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 61.8000000000 60.6000000000 63.0000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
222 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 11.7000000000 11.0000000000 12.4000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 PREVENT ACCESS2 CrdPrv Health Insurance
223 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 3.5000000000 3.3000000000 3.6000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT STROKE CrdPrv Stroke
224 2018 HI Hawaii Kauai 15007 15007040700 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 84.8000000000 83.9000000000 85.7000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
225 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 23.0000000000 22.7000000000 23.4000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 RISKBEH BINGE CrdPrv Binge Drinking
226 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 24.3000000000 23.7000000000 25.0000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT OBESITY CrdPrv Obesity
227 2018 HI Hawaii Kauai 15007 15007040604 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 65.5000000000 64.3000000000 66.8000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 PREVENT DENTAL CrdPrv Dental Visit
228 2018 HI Hawaii Maui 15009 15009030402 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 38.7000000000 38.0000000000 39.4000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 RISKBEH SLEEP CrdPrv Sleep <7 hours
229 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 22.6000000000 22.0000000000 23.1000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT ARTHRITIS CrdPrv Arthritis
230 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 22.7000000000 21.4000000000 24.2000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 RISKBEH LPA CrdPrv Physical Inactivity
231 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 29.3000000000 28.9000000000 29.7000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
232 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 27.5000000000 26.6000000000 28.4000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT OBESITY CrdPrv Obesity
233 2019 HI Hawaii Maui 15009 15009030201 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 73.0000000000 72.4000000000 73.6000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 PREVENT CHECKUP CrdPrv Annual Checkup
234 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 14.1000000000 13.6000000000 14.7000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHSTAT MHLTH CrdPrv Mental Health
235 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 24.3000000000 23.2000000000 25.5000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 RISKBEH LPA CrdPrv Physical Inactivity
236 2018 HI Hawaii Maui 15009 15009030402 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 71.5000000000 69.7000000000 73.4000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 PREVENT DENTAL CrdPrv Dental Visit
237 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 14.9000000000 13.7000000000 16.2000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 RISKBEH CSMOKING CrdPrv Current Smoking
238 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 6.3000000000 6.1000000000 6.4000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT CANCER CrdPrv Cancer (except skin)
239 2019 HI Hawaii Maui 15009 15009030201 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 69.2000000000 68.1000000000 70.1000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 PREVENT BPMED CrdPrv Taking BP Medication
240 2018 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 11.2000000000 9.4000000000 13.1000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
241 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 83.6000000000 83.3000000000 83.8000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
242 2018 HI Hawaii Maui 15009 15009030800 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 70.2000000000 69.0000000000 71.4000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 PREVENT DENTAL CrdPrv Dental Visit
243 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 18.6000000000 18.2000000000 18.9000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT ARTHRITIS CrdPrv Arthritis
244 2018 HI Hawaii Maui 15009 15009030100 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 85.6000000000 84.8000000000 86.6000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
245 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 6.1000000000 5.7000000000 6.6000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT COPD CrdPrv COPD
246 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 31.0000000000 30.5000000000 31.5000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT BPHIGH CrdPrv High Blood Pressure
247 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 11.0000000000 10.4000000000 11.6000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHSTAT PHLTH CrdPrv Physical Health
248 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 13.9000000000 13.4000000000 14.3000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHSTAT MHLTH CrdPrv Mental Health
249 2018 HI Hawaii Maui 15009 15009030201 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 25.3000000000 21.7000000000 29.2000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 PREVENT COREW CrdPrv Core preventive services for older women
250 2018 HI Hawaii Honolulu 15003 15003010201 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 82.1000000000 81.0000000000 83.1000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 PREVENT MAMMOUSE CrdPrv Mammography
251 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 15.7000000000 14.8000000000 16.7000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHSTAT GHLTH CrdPrv General Health
252 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 10.8000000000 10.3000000000 11.3000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHSTAT PHLTH CrdPrv Physical Health
253 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 31.1000000000 30.3000000000 31.8000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT BPHIGH CrdPrv High Blood Pressure
254 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 12.2000000000 12.0000000000 12.5000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT CASTHMA CrdPrv Current Asthma
255 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 27.0000000000 25.3000000000 28.5000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 RISKBEH LPA CrdPrv Physical Inactivity
256 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 29.2000000000 28.6000000000 29.8000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT OBESITY CrdPrv Obesity
257 2018 HI Hawaii Maui 15009 15009030402 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 85.0000000000 83.8000000000 86.2000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
258 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 4.6000000000 4.3000000000 5.0000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT COPD CrdPrv COPD
259 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 77.8000000000 77.5000000000 78.1000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 PREVENT CHECKUP CrdPrv Annual Checkup
260 2018 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 6.2000000000 5.1000000000 7.5000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
261 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 8.9000000000 8.5000000000 9.4000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT DIABETES CrdPrv Diabetes
262 2018 HI Hawaii Kauai 15007 15007040700 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 25.6000000000 23.3000000000 27.9000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 PREVENT COREW CrdPrv Core preventive services for older women
263 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 12.9000000000 12.5000000000 13.4000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHSTAT MHLTH CrdPrv Mental Health
264 2018 HI Hawaii Maui 15009 15009030100 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 67.9000000000 66.6000000000 69.3000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 PREVENT DENTAL CrdPrv Dental Visit
265 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 5.8000000000 5.5000000000 6.2000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT COPD CrdPrv COPD
266 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 20.0000000000 19.0000000000 21.0000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHSTAT GHLTH CrdPrv General Health
267 2018 HI Hawaii Kauai 15007 15007040603 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 82.4000000000 80.9000000000 84.0000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
268 2018 HI Hawaii Maui 15009 15009030800 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 84.2000000000 83.4000000000 85.1000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
269 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 25.3000000000 24.6000000000 26.0000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT ARTHRITIS CrdPrv Arthritis
270 2018 HI Hawaii Kauai 15007 15007040700 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 69.0000000000 67.5000000000 70.4000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
271 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 10.2000000000 10.0000000000 10.5000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT CASTHMA CrdPrv Current Asthma
272 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 12.2000000000 11.5000000000 12.8000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT DIABETES CrdPrv Diabetes
273 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 21.3000000000 21.0000000000 21.6000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 RISKBEH BINGE CrdPrv Binge Drinking
274 2018 HI Hawaii Kauai 15007 15007040604 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 37.5000000000 36.9000000000 38.1000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 RISKBEH SLEEP CrdPrv Sleep <7 hours
275 2018 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 10.1000000000 8.7000000000 11.6000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
276 2018 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 8.1000000000 6.2000000000 10.2000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
277 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 6.5000000000 6.3000000000 6.8000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT CANCER CrdPrv Cancer (except skin)
278 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 19.2000000000 18.9000000000 19.6000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 RISKBEH BINGE CrdPrv Binge Drinking
279 2018 HI Hawaii Maui 15009 15009030800 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 40.9000000000 40.1000000000 41.6000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 RISKBEH SLEEP CrdPrv Sleep <7 hours
280 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 15.5000000000 15.0000000000 16.0000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT DEPRESSION CrdPrv Depression
281 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 17.5000000000 16.4000000000 18.7000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 RISKBEH CSMOKING CrdPrv Current Smoking
282 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 15.2000000000 14.9000000000 15.6000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT DEPRESSION CrdPrv Depression
283 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 21.0000000000 20.6000000000 21.4000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 RISKBEH BINGE CrdPrv Binge Drinking
284 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 27.0000000000 26.6000000000 27.4000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
285 2018 HI Hawaii Kauai 15007 15007040603 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 67.1000000000 65.3000000000 68.9000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
286 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 26.4000000000 25.8000000000 26.9000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
287 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 28.1000000000 27.6000000000 28.7000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT BPHIGH CrdPrv High Blood Pressure
288 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 6.4000000000 6.3000000000 6.5000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT CANCER CrdPrv Cancer (except skin)
289 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 15.9000000000 15.6000000000 16.2000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT DEPRESSION CrdPrv Depression
290 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 82.9000000000 82.7000000000 83.0000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
291 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 2.7000000000 2.6000000000 2.8000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
292 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 21.8000000000 21.5000000000 22.1000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 RISKBEH BINGE CrdPrv Binge Drinking
293 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 6.0000000000 5.8000000000 6.3000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT CHD CrdPrv Coronary Heart Disease
294 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 2.5000000000 2.5000000000 2.6000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
295 2019 HI Hawaii Maui 15009 15009030201 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 82.9000000000 82.9000000000 83.0000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
296 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 25.5000000000 24.9000000000 25.9000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT ARTHRITIS CrdPrv Arthritis
297 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 10.7000000000 10.4000000000 11.1000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT DIABETES CrdPrv Diabetes
298 2018 HI Hawaii Kauai 15007 15007040603 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 68.0000000000 66.2000000000 69.9000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 PREVENT DENTAL CrdPrv Dental Visit
299 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 12.3000000000 11.6000000000 13.0000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHSTAT PHLTH CrdPrv Physical Health
300 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 8.9000000000 8.7000000000 9.2000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT CASTHMA CrdPrv Current Asthma
301 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 3.0000000000 2.8000000000 3.2000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT STROKE CrdPrv Stroke
302 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 19.5000000000 18.6000000000 20.5000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHSTAT GHLTH CrdPrv General Health
303 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 12.4000000000 11.6000000000 13.1000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHSTAT PHLTH CrdPrv Physical Health
304 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 3.1000000000 3.0000000000 3.2000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
305 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 24.8000000000 23.8000000000 25.9000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 RISKBEH LPA CrdPrv Physical Inactivity
306 2018 HI Hawaii Maui 15009 15009030201 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 26.1000000000 22.4000000000 30.0000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 PREVENT COREM CrdPrv Core preventive services for older men
307 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 23.1000000000 22.6000000000 23.6000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT OBESITY CrdPrv Obesity
308 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 12.3000000000 12.0000000000 12.7000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT DIABETES CrdPrv Diabetes
309 2018 HI Hawaii Maui 15009 15009030800 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 24.0000000000 22.0000000000 25.9000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 PREVENT COREW CrdPrv Core preventive services for older women
310 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 6.4000000000 6.1000000000 6.7000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT CHD CrdPrv Coronary Heart Disease
311 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 23.7000000000 23.0000000000 24.3000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT OBESITY CrdPrv Obesity
312 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 84.2000000000 84.1000000000 84.4000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
313 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 15.1000000000 14.3000000000 15.8000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHSTAT GHLTH CrdPrv General Health
314 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 3.7000000000 3.5000000000 3.9000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT STROKE CrdPrv Stroke
315 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 79.1000000000 78.8000000000 79.4000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 PREVENT CHECKUP CrdPrv Annual Checkup
316 2018 HI Hawaii Kauai 15007 15007040604 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 25.0000000000 22.9000000000 27.3000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 PREVENT COREM CrdPrv Core preventive services for older men
317 2019 HI Hawaii Maui 15009 15009030402 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 82.9000000000 82.5000000000 83.3000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
318 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 13.6000000000 12.6000000000 14.6000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 RISKBEH CSMOKING CrdPrv Current Smoking
319 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 28.3000000000 27.9000000000 28.7000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
320 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 9.0000000000 8.7000000000 9.2000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT CASTHMA CrdPrv Current Asthma
321 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 22.1000000000 20.7000000000 23.7000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 RISKBEH LPA CrdPrv Physical Inactivity
322 2018 HI Hawaii Kauai 15007 15007040604 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 77.5000000000 76.1000000000 78.9000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 PREVENT MAMMOUSE CrdPrv Mammography
323 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 14.7000000000 14.2000000000 15.2000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT DEPRESSION CrdPrv Depression
324 2018 HI Hawaii Maui 15009 15009030100 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 63.2000000000 61.5000000000 64.8000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
325 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 3.8000000000 3.7000000000 4.0000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT STROKE CrdPrv Stroke
326 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 10.2000000000 10.0000000000 10.5000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT DIABETES CrdPrv Diabetes
327 2018 HI Hawaii Maui 15009 15009030402 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 25.4000000000 22.7000000000 28.5000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 PREVENT COREM CrdPrv Core preventive services for older men
328 2019 HI Hawaii Maui 15009 15009030800 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 82.0000000000 81.7000000000 82.4000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
329 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 18.5000000000 17.9000000000 19.2000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT DEPRESSION CrdPrv Depression
330 2018 HI Hawaii Maui 15009 15009030800 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 79.6000000000 78.6000000000 80.7000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 PREVENT MAMMOUSE CrdPrv Mammography
331 2019 HI Hawaii Maui 15009 15009030100 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 11.1000000000 10.3000000000 11.9000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 PREVENT ACCESS2 CrdPrv Health Insurance
332 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 23.5000000000 23.0000000000 24.0000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 RISKBEH BINGE CrdPrv Binge Drinking
333 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 18.4000000000 17.3000000000 19.6000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 RISKBEH CSMOKING CrdPrv Current Smoking
334 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 9.6000000000 9.2000000000 10.1000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT DIABETES CrdPrv Diabetes
335 2018 HI Hawaii Kauai 15007 15007040603 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 26.3000000000 23.2000000000 29.7000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 PREVENT COREM CrdPrv Core preventive services for older men
336 2019 HI Hawaii Maui 15009 15009030100 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 70.6000000000 70.0000000000 71.4000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 PREVENT BPMED CrdPrv Taking BP Medication
337 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 9.7000000000 9.4000000000 10.0000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT CASTHMA CrdPrv Current Asthma
338 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 5.6000000000 5.1000000000 6.1000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT COPD CrdPrv COPD
339 2018 HI Hawaii Kauai 15007 15007040603 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 36.8000000000 35.8000000000 37.7000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 RISKBEH SLEEP CrdPrv Sleep <7 hours
340 2018 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 7.9000000000 6.2000000000 9.9000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
341 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 27.7000000000 26.6000000000 28.7000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 RISKBEH LPA CrdPrv Physical Inactivity
342 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 26.2000000000 25.7000000000 26.6000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
343 2018 HI Hawaii Maui 15009 15009030201 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 80.7000000000 78.6000000000 82.6000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 PREVENT MAMMOUSE CrdPrv Mammography
344 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 18.1000000000 17.1000000000 19.1000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHSTAT GHLTH CrdPrv General Health
345 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 3.1000000000 2.9000000000 3.2000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT STROKE CrdPrv Stroke
346 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 23.8000000000 22.7000000000 24.9000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 RISKBEH LPA CrdPrv Physical Inactivity
347 2018 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 8.2000000000 6.4000000000 10.4000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
348 2018 HI Hawaii Maui 15009 15009030800 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 24.8000000000 22.9000000000 27.0000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 PREVENT COREM CrdPrv Core preventive services for older men
349 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 13.0000000000 12.5000000000 13.5000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHSTAT PHLTH CrdPrv Physical Health
350 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 18.5000000000 18.3000000000 18.8000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 RISKBEH BINGE CrdPrv Binge Drinking
351 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes Diagnosed diabetes among adults aged >=18 years % Crude prevalence 9.3000000000 9.0000000000 9.5000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT DIABETES CrdPrv Diabetes
352 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 6.1000000000 6.0000000000 6.3000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT CANCER CrdPrv Cancer (except skin)
353 2018 HI Hawaii Honolulu 15003 15003010201 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 69.2000000000 68.0000000000 70.5000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
354 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 11.4000000000 10.4000000000 12.6000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 PREVENT ACCESS2 CrdPrv Health Insurance
355 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 27.9000000000 27.3000000000 28.5000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT BPHIGH CrdPrv High Blood Pressure
356 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 2.6000000000 2.5000000000 2.7000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
357 2018 HI Hawaii Honolulu 15003 15003010201 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 72.1000000000 70.8000000000 73.3000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 PREVENT DENTAL CrdPrv Dental Visit
358 2018 HI Hawaii Maui 15009 15009030100 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 23.0000000000 21.0000000000 25.0000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 PREVENT COREW CrdPrv Core preventive services for older women
359 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 69.9000000000 69.4000000000 70.4000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 PREVENT BPMED CrdPrv Taking BP Medication
360 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 12.0000000000 11.5000000000 12.5000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHSTAT MHLTH CrdPrv Mental Health
361 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 7.0000000000 6.8000000000 7.2000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT CANCER CrdPrv Cancer (except skin)
362 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 2.9000000000 2.8000000000 2.9000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
363 2019 HI Hawaii Maui 15009 15009030800 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 73.2000000000 72.9000000000 73.6000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 PREVENT CHECKUP CrdPrv Annual Checkup
364 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 30.0000000000 29.4000000000 30.6000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
365 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 77.8000000000 77.5000000000 78.2000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 PREVENT CHECKUP CrdPrv Annual Checkup
366 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 24.5000000000 24.2000000000 24.8000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
367 2018 HI Hawaii Maui 15009 15009030100 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 40.4000000000 39.6000000000 41.5000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 RISKBEH SLEEP CrdPrv Sleep <7 hours
368 2019 HI Hawaii Maui 15009 15009030402 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 74.1000000000 73.6000000000 74.6000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 PREVENT CHECKUP CrdPrv Annual Checkup
369 2018 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 9.6000000000 7.8000000000 11.5000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
370 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 23.8000000000 23.3000000000 24.1000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT BPHIGH CrdPrv High Blood Pressure
371 2018 HI Hawaii Kauai 15007 15007040604 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 82.1000000000 81.2000000000 82.9000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
372 2019 HI Hawaii Maui 15009 15009030100 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 82.6000000000 82.3000000000 83.0000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
373 2018 HI Hawaii Maui 15009 15009030201 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 73.2000000000 71.2000000000 74.9000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 PREVENT DENTAL CrdPrv Dental Visit
374 2018 HI Hawaii Kauai 15007 15007040604 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 21.3000000000 19.5000000000 23.3000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 PREVENT COREW CrdPrv Core preventive services for older women
375 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 33.4000000000 32.9000000000 34.0000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT OBESITY CrdPrv Obesity
376 2019 HI Hawaii Maui 15009 15009030402 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 70.7000000000 69.9000000000 71.4000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 PREVENT BPMED CrdPrv Taking BP Medication
377 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 12.6000000000 12.0000000000 13.1000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHSTAT MHLTH CrdPrv Mental Health
378 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 5.5000000000 5.3000000000 5.7000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT CHD CrdPrv Coronary Heart Disease
379 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 23.0000000000 22.2000000000 23.7000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT ARTHRITIS CrdPrv Arthritis
380 2018 HI Hawaii Maui 15009 15009030402 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 24.7000000000 22.1000000000 27.4000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 PREVENT COREW CrdPrv Core preventive services for older women
381 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 10.7000000000 10.3000000000 11.0000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHSTAT PHLTH CrdPrv Physical Health
382 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 12.5000000000 11.8000000000 13.2000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHSTAT MHLTH CrdPrv Mental Health
383 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 13.2000000000 12.7000000000 13.8000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHSTAT PHLTH CrdPrv Physical Health
384 2018 HI Hawaii Kauai 15007 15007040700 BRFSS Prevention Visits to dentist or dental clinic among adults aged >=18 years % Crude prevalence 72.2000000000 70.8000000000 73.5000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 PREVENT DENTAL CrdPrv Dental Visit
385 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 2.9000000000 2.8000000000 3.0000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
386 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 15.2000000000 14.1000000000 16.4000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHSTAT GHLTH CrdPrv General Health
387 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 5.5000000000 5.0000000000 6.1000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT COPD CrdPrv COPD
388 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 3.7000000000 3.4000000000 3.9000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT STROKE CrdPrv Stroke
389 2019 HI Hawaii Maui 15009 15009030402 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 10.3000000000 9.3000000000 11.3000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 PREVENT ACCESS2 CrdPrv Health Insurance
390 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 3.3000000000 3.2000000000 3.4000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
391 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 13.9000000000 13.2000000000 14.6000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHSTAT MHLTH CrdPrv Mental Health
392 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes Arthritis among adults aged >=18 years % Crude prevalence 23.2000000000 22.7000000000 23.8000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT ARTHRITIS CrdPrv Arthritis
393 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 15.6000000000 14.8000000000 16.5000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 RISKBEH CSMOKING CrdPrv Current Smoking
394 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 25.6000000000 24.8000000000 26.4000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT BPHIGH CrdPrv High Blood Pressure
395 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Risk Behaviors No leisure-time physical activity among adults aged >=18 years % Crude prevalence 22.6000000000 21.7000000000 23.6000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 RISKBEH LPA CrdPrv Physical Inactivity
396 2018 HI Hawaii Kauai 15007 15007040700 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 77.6000000000 76.1000000000 79.2000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 PREVENT MAMMOUSE CrdPrv Mammography
397 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 5.9000000000 5.6000000000 6.2000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT COPD CrdPrv COPD
398 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 10.2000000000 9.5000000000 11.0000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 PREVENT ACCESS2 CrdPrv Health Insurance
399 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 4.3000000000 4.1000000000 4.6000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT COPD CrdPrv COPD
400 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 5.0000000000 4.7000000000 5.4000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT CHD CrdPrv Coronary Heart Disease
401 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 9.6000000000 9.4000000000 9.8000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT CASTHMA CrdPrv Current Asthma
402 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 15.3000000000 14.0000000000 16.7000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 RISKBEH CSMOKING CrdPrv Current Smoking
403 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes Chronic obstructive pulmonary disease among adults aged >=18 years % Crude prevalence 4.5000000000 4.2000000000 4.8000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT COPD CrdPrv COPD
404 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 18.5000000000 18.0000000000 18.9000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT DEPRESSION CrdPrv Depression
405 2018 HI Hawaii Kauai 15007 15007040603 BRFSS Prevention Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years % Crude prevalence 24.1000000000 21.1000000000 27.2000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 PREVENT COREW CrdPrv Core preventive services for older women
406 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes Depression among adults aged >=18 years % Crude prevalence 14.5000000000 14.2000000000 14.9000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT DEPRESSION CrdPrv Depression
407 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 5.4000000000 5.3000000000 5.5000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT CANCER CrdPrv Cancer (except skin)
408 2019 HI Hawaii Maui 15009 15009030201 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 9.3000000000 8.3000000000 10.2000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 PREVENT ACCESS2 CrdPrv Health Insurance
409 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 78.5000000000 78.0000000000 78.9000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 PREVENT CHECKUP CrdPrv Annual Checkup
410 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Outcomes Stroke among adults aged >=18 years % Crude prevalence 3.1000000000 2.9000000000 3.3000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 HLTHOUT STROKE CrdPrv Stroke
411 2018 HI Hawaii Maui 15009 15009030100 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 78.5000000000 77.1000000000 79.9000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 PREVENT MAMMOUSE CrdPrv Mammography
412 2018 HI Hawaii Maui 15009 15009030100 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 22.7000000000 20.4000000000 25.1000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 PREVENT COREM CrdPrv Core preventive services for older men
413 2018 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 48.2000000000 47.6000000000 48.9000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 RISKBEH SLEEP CrdPrv Sleep <7 hours
414 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 16.1000000000 15.1000000000 17.0000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 RISKBEH CSMOKING CrdPrv Current Smoking
415 2018 HI Hawaii Maui 15009 15009030402 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 63.8000000000 61.5000000000 65.9000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
416 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 74.8000000000 74.3000000000 75.4000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 PREVENT BPMED CrdPrv Taking BP Medication
417 2019 HI Hawaii Maui 15009 15009030800 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 10.6000000000 10.0000000000 11.3000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 PREVENT ACCESS2 CrdPrv Health Insurance
418 2019 HI Hawaii Maui 15009 15009030201 BRFSS Health Risk Behaviors Current smoking among adults aged >=18 years % Crude prevalence 17.5000000000 15.9000000000 19.2000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 RISKBEH CSMOKING CrdPrv Current Smoking
419 2018 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes All teeth lost among adults aged >=65 years % Crude prevalence 8.1000000000 7.1000000000 9.3000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT TEETHLOST CrdPrv All Teeth Lost
420 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 5.0000000000 4.8000000000 5.3000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT CHD CrdPrv Coronary Heart Disease
421 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Health Outcomes Current asthma among adults aged >=18 years % Crude prevalence 8.7000000000 8.5000000000 8.9000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 HLTHOUT CASTHMA CrdPrv Current Asthma
422 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Status Physical health not good for >=14 days among adults aged >=18 years % Crude prevalence 13.0000000000 12.4000000000 13.5000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHSTAT PHLTH CrdPrv Physical Health
423 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 4.8000000000 4.5000000000 5.1000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT CHD CrdPrv Coronary Heart Disease
424 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Status Fair or poor self-rated health status among adults aged >=18 years % Crude prevalence 18.2000000000 16.8000000000 19.5000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHSTAT GHLTH CrdPrv General Health
425 2019 HI Hawaii Maui 15009 15009030100 BRFSS Prevention Visits to doctor for routine checkup within the past year among adults aged >=18 years % Crude prevalence 74.2000000000 73.8000000000 74.6000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 PREVENT CHECKUP CrdPrv Annual Checkup
426 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 77.1000000000 76.5000000000 77.7000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 PREVENT BPMED CrdPrv Taking BP Medication
427 2018 HI Hawaii Maui 15009 15009030201 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 37.8000000000 37.1000000000 38.6000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 RISKBEH SLEEP CrdPrv Sleep <7 hours
428 2019 HI Hawaii Kauai 15007 15007040700 BRFSS Prevention Current lack of health insurance among adults aged 18-64 years % Crude prevalence 10.2000000000 9.5000000000 11.1000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 PREVENT ACCESS2 CrdPrv Health Insurance
429 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes High cholesterol among adults aged >=18 years who have been screened in the past 5 years % Crude prevalence 29.8000000000 29.4000000000 30.1000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT HIGHCHOL CrdPrv High Cholesterol
430 2018 HI Hawaii Maui 15009 15009030201 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 65.4000000000 63.1000000000 67.3000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening
431 2019 HI Hawaii Maui 15009 15009030800 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 67.7000000000 67.1000000000 68.2000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 PREVENT BPMED CrdPrv Taking BP Medication
432 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Prevention Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure % Crude prevalence 76.2000000000 75.8000000000 76.7000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 PREVENT BPMED CrdPrv Taking BP Medication
433 2018 HI Hawaii Maui 15009 15009030402 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 79.6000000000 77.8000000000 81.3000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 PREVENT MAMMOUSE CrdPrv Mammography
434 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 24.3000000000 23.8000000000 24.7000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT OBESITY CrdPrv Obesity
435 2018 HI Hawaii Honolulu 15003 15003010201 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 87.3000000000 86.7000000000 88.1000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
436 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 6.1000000000 5.8000000000 6.5000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 HLTHOUT CHD CrdPrv Coronary Heart Disease
437 2019 HI Hawaii Kauai 15007 15007040603 BRFSS Health Risk Behaviors Binge drinking among adults aged >=18 years % Crude prevalence 17.9000000000 17.5000000000 18.2000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 RISKBEH BINGE CrdPrv Binge Drinking
438 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Health Outcomes Obesity among adults aged >=18 years % Crude prevalence 26.0000000000 25.6000000000 26.5000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 HLTHOUT OBESITY CrdPrv Obesity
439 2018 HI Hawaii Kauai 15007 15007040603 BRFSS Prevention Mammography use among women aged 50-74 years % Crude prevalence 77.1000000000 75.2000000000 79.0000000000 2544 POINT (-159.4384998 21.90703588) 15007040603 PREVENT MAMMOUSE CrdPrv Mammography
440 2019 HI Hawaii Maui 15009 15009030100 BRFSS Health Outcomes Cancer (excluding skin cancer) among adults aged >=18 years % Crude prevalence 6.9000000000 6.8000000000 7.1000000000 2291 POINT (-156.1446943 20.72704536) 15009030100 HLTHOUT CANCER CrdPrv Cancer (except skin)
441 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 31.2000000000 30.8000000000 31.8000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHOUT BPHIGH CrdPrv High Blood Pressure
442 2019 HI Hawaii Honolulu 15003 15003010201 BRFSS Health Status Mental health not good for >=14 days among adults aged >=18 years % Crude prevalence 15.1000000000 14.5000000000 15.7000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 HLTHSTAT MHLTH CrdPrv Mental Health
443 2018 HI Hawaii Maui 15009 15009030201 BRFSS Prevention Cervical cancer screening among adult women aged 21-65 years % Crude prevalence 87.7000000000 86.6000000000 88.8000000000 2453 POINT (-156.2504199 20.86252093) 15009030201 PREVENT CERVICAL CrdPrv Cervical Cancer Screening
444 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes Coronary heart disease among adults aged >=18 years % Crude prevalence 4.3000000000 4.2000000000 4.4000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT CHD CrdPrv Coronary Heart Disease
445 2018 HI Hawaii Kauai 15007 15007040700 BRFSS Health Risk Behaviors Sleeping less than 7 hours among adults aged >=18 years % Crude prevalence 36.4000000000 35.6000000000 36.9000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 RISKBEH SLEEP CrdPrv Sleep <7 hours
446 2019 HI Hawaii Kauai 15007 15007040604 BRFSS Prevention Cholesterol screening among adults aged >=18 years % Crude prevalence 82.8000000000 82.7000000000 82.9000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 PREVENT CHOLSCREEN CrdPrv Cholesterol Screening
447 2019 HI Hawaii Maui 15009 15009030402 BRFSS Health Outcomes High blood pressure among adults aged >=18 years % Crude prevalence 25.2000000000 24.6000000000 25.9000000000 8652 POINT (-156.3303372 20.82505697) 15009030402 HLTHOUT BPHIGH CrdPrv High Blood Pressure
448 2018 HI Hawaii Kauai 15007 15007040700 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 27.8000000000 25.4000000000 30.3000000000 8403 POINT (-159.5219447 21.94546074) 15007040700 PREVENT COREM CrdPrv Core preventive services for older men
449 2019 HI Hawaii Maui 15009 15009030800 BRFSS Health Outcomes Chronic kidney disease among adults aged >=18 years % Crude prevalence 2.3000000000 2.3000000000 2.4000000000 6907 POINT (-156.5426669 20.90996813) 15009030800 HLTHOUT KIDNEY CrdPrv Chronic Kidney Disease
450 2018 HI Hawaii Honolulu 15003 15003010201 BRFSS Prevention Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening % Crude prevalence 25.0000000000 23.0000000000 27.0000000000 5882 POINT (-157.8941068 21.55452063) 15003010201 PREVENT COREM CrdPrv Core preventive services for older men
451 2018 HI Hawaii Kauai 15007 15007040604 BRFSS Prevention Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years % Crude prevalence 64.2000000000 62.8000000000 65.7000000000 3139 POINT (-159.4840794 21.90956079) 15007040604 PREVENT COLON_SCREEN CrdPrv Colorectal Cancer Screening

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GEOID10_TRACT,Diagnosed diabetes among adults aged greater than or equal to 18 years,Current asthma among adults aged greater than or equal to 18 years,Coronary heart disease among adults aged greater than or equal to 18 years,Cancer (excluding skin cancer) among adults aged greater than or equal to 18 years,Current lack of health insurance among adults aged 18-64 years,Physical health not good for greater than or equal to 14 days among adults aged greater than or equal to 18 years
06027000800,13.1000000000,10.1000000000,8.6000000000,8.3000000000,14.2000000000,16.8000000000
06061021322,6.9000000000,8.6000000000,3.9000000000,5.9000000000,9.0000000000,9.4000000000
06069000802,10.2000000000,9.3000000000,5.8000000000,7.0000000000,13.2000000000,13.4000000000
15001021010,11.2000000000,11.3000000000,6.9000000000,5.9000000000,12.5000000000,16.7000000000
15001021101,11.5000000000,10.4000000000,7.7000000000,6.8000000000,10.2000000000,16.0000000000
15001021402,11.2000000000,9.2000000000,6.0000000000,6.3000000000,11.4000000000,12.4000000000
15001021800,10.7000000000,9.8000000000,6.4000000000,6.7000000000,10.8000000000,13.2000000000
15003010201,10.2000000000,12.2000000000,5.5000000000,6.4000000000,10.2000000000,13.0000000000
15007040603,12.2000000000,9.0000000000,6.1000000000,7.0000000000,11.4000000000,12.3000000000
15007040604,12.3000000000,9.6000000000,6.4000000000,6.7000000000,11.7000000000,13.2000000000
15007040700,10.7000000000,8.7000000000,5.0000000000,6.3000000000,10.2000000000,10.8000000000
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15009030402,9.6000000000,8.9000000000,4.8000000000,6.1000000000,10.3000000000,11.0000000000
15009030800,9.3000000000,9.1000000000,4.3000000000,5.4000000000,10.6000000000,10.7000000000
1 GEOID10_TRACT Diagnosed diabetes among adults aged greater than or equal to 18 years Current asthma among adults aged greater than or equal to 18 years Coronary heart disease among adults aged greater than or equal to 18 years Cancer (excluding skin cancer) among adults aged greater than or equal to 18 years Current lack of health insurance among adults aged 18-64 years Physical health not good for greater than or equal to 14 days among adults aged greater than or equal to 18 years
2 06027000800 13.1000000000 10.1000000000 8.6000000000 8.3000000000 14.2000000000 16.8000000000
3 06061021322 6.9000000000 8.6000000000 3.9000000000 5.9000000000 9.0000000000 9.4000000000
4 06069000802 10.2000000000 9.3000000000 5.8000000000 7.0000000000 13.2000000000 13.4000000000
5 15001021010 11.2000000000 11.3000000000 6.9000000000 5.9000000000 12.5000000000 16.7000000000
6 15001021101 11.5000000000 10.4000000000 7.7000000000 6.8000000000 10.2000000000 16.0000000000
7 15001021402 11.2000000000 9.2000000000 6.0000000000 6.3000000000 11.4000000000 12.4000000000
8 15001021800 10.7000000000 9.8000000000 6.4000000000 6.7000000000 10.8000000000 13.2000000000
9 15003010201 10.2000000000 12.2000000000 5.5000000000 6.4000000000 10.2000000000 13.0000000000
10 15007040603 12.2000000000 9.0000000000 6.1000000000 7.0000000000 11.4000000000 12.3000000000
11 15007040604 12.3000000000 9.6000000000 6.4000000000 6.7000000000 11.7000000000 13.2000000000
12 15007040700 10.7000000000 8.7000000000 5.0000000000 6.3000000000 10.2000000000 10.8000000000
13 15009030100 10.7000000000 10.2000000000 6.0000000000 6.9000000000 11.1000000000 13.0000000000
14 15009030201 8.9000000000 9.7000000000 5.0000000000 6.5000000000 9.3000000000 12.4000000000
15 15009030402 9.6000000000 8.9000000000 4.8000000000 6.1000000000 10.3000000000 11.0000000000
16 15009030800 9.3000000000 9.1000000000 4.3000000000 5.4000000000 10.6000000000 10.7000000000

16
data/data-pipeline/data_pipeline/tests/sources/cdc_places/data/transform.csv Normal file
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@ -0,0 +1,16 @@
GEOID10_TRACT,All teeth lost among adults aged >=65 years,Arthritis among adults aged >=18 years,Binge drinking among adults aged >=18 years,Cancer (excluding skin cancer) among adults aged greater than or equal to 18 years,Cervical cancer screening among adult women aged 21-65 years,Cholesterol screening among adults aged >=18 years,Chronic kidney disease among adults aged >=18 years,Chronic obstructive pulmonary disease among adults aged >=18 years,Coronary heart disease among adults aged greater than or equal to 18 years,Current asthma among adults aged greater than or equal to 18 years,Current lack of health insurance among adults aged 18-64 years,Current smoking among adults aged >=18 years,Depression among adults aged >=18 years,Diagnosed diabetes among adults aged greater than or equal to 18 years,Fair or poor self-rated health status among adults aged >=18 years,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years",High blood pressure among adults aged >=18 years,High cholesterol among adults aged >=18 years who have been screened in the past 5 years,Mammography use among women aged 50-74 years,Mental health not good for >=14 days among adults aged >=18 years,No leisure-time physical activity among adults aged >=18 years,Obesity among adults aged >=18 years,"Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening","Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years",Physical health not good for greater than or equal to 14 days among adults aged greater than or equal to 18 years,Sleeping less than 7 hours among adults aged >=18 years,Stroke among adults aged >=18 years,Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure,Visits to dentist or dental clinic among adults aged >=18 years,Visits to doctor for routine checkup within the past year among adults aged >=18 years
06027000800,17.7000000000,28.5000000000,16.2000000000,8.3000000000,82.0000000000,86.4000000000,3.9000000000,9.2000000000,8.6000000000,10.1000000000,14.2000000000,17.2000000000,19.5000000000,13.1000000000,24.2000000000,61.5000000000,36.1000000000,35.8000000000,74.9000000000,15.1000000000,26.9000000000,30.2000000000,26.5000000000,25.6000000000,16.8000000000,33.1000000000,4.6000000000,74.3000000000,58.1000000000,72.5000000000
06061021322,7.6000000000,18.7000000000,18.9000000000,5.9000000000,83.4000000000,86.2000000000,2.2000000000,4.2000000000,3.9000000000,8.6000000000,9.0000000000,11.4000000000,17.2000000000,6.9000000000,12.3000000000,72.1000000000,23.2000000000,28.8000000000,78.2000000000,12.0000000000,16.6000000000,23.0000000000,35.7000000000,34.4000000000,9.4000000000,31.9000000000,2.2000000000,67.4000000000,71.8000000000,70.2000000000
06069000802,12.3000000000,23.6000000000,18.7000000000,7.0000000000,84.7000000000,87.1000000000,2.9000000000,6.5000000000,5.8000000000,9.3000000000,13.2000000000,14.5000000000,19.2000000000,10.2000000000,18.9000000000,65.7000000000,30.2000000000,32.7000000000,77.6000000000,13.5000000000,22.7000000000,29.2000000000,30.3000000000,29.3000000000,13.4000000000,31.9000000000,3.2000000000,70.6000000000,64.8000000000,71.1000000000
15001021010,13.3000000000,23.8000000000,20.7000000000,5.9000000000,83.0000000000,79.8000000000,3.2000000000,7.4000000000,6.9000000000,11.3000000000,12.5000000000,22.6000000000,21.1000000000,11.2000000000,22.9000000000,60.7000000000,30.6000000000,28.8000000000,76.2000000000,17.8000000000,27.3000000000,29.4000000000,18.5000000000,22.6000000000,16.7000000000,42.6000000000,4.0000000000,70.6000000000,61.9000000000,72.6000000000
15001021101,11.9000000000,25.7000000000,19.1000000000,6.8000000000,83.4000000000,82.5000000000,3.5000000000,7.3000000000,7.7000000000,10.4000000000,10.2000000000,19.3000000000,19.8000000000,11.5000000000,21.0000000000,63.8000000000,32.6000000000,30.8000000000,77.6000000000,15.6000000000,25.8000000000,27.9000000000,20.3000000000,23.4000000000,16.0000000000,39.4000000000,4.2000000000,74.6000000000,65.5000000000,74.5000000000
15001021402,8.5000000000,21.1000000000,18.2000000000,6.3000000000,82.3000000000,83.8000000000,2.9000000000,5.2000000000,6.0000000000,9.2000000000,11.4000000000,16.1000000000,15.9000000000,11.2000000000,18.0000000000,64.9000000000,29.6000000000,29.8000000000,75.9000000000,13.2000000000,24.9000000000,21.7000000000,21.4000000000,24.8000000000,12.4000000000,40.2000000000,3.6000000000,74.4000000000,68.3000000000,75.9000000000
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15009030201,8.2000000000,23.0000000000,23.5000000000,6.5000000000,87.7000000000,82.9000000000,2.6000000000,5.5000000000,5.0000000000,9.7000000000,9.3000000000,17.5000000000,18.5000000000,8.9000000000,15.7000000000,65.4000000000,25.6000000000,26.4000000000,80.7000000000,13.9000000000,22.1000000000,27.5000000000,26.1000000000,25.3000000000,12.4000000000,37.8000000000,3.1000000000,69.2000000000,73.2000000000,73.0000000000
15009030402,7.9000000000,20.4000000000,21.0000000000,6.1000000000,85.0000000000,82.9000000000,2.5000000000,4.6000000000,4.8000000000,8.9000000000,10.3000000000,15.3000000000,15.5000000000,9.6000000000,15.2000000000,63.8000000000,25.2000000000,26.2000000000,79.6000000000,12.5000000000,22.7000000000,23.7000000000,25.4000000000,24.7000000000,11.0000000000,38.7000000000,3.0000000000,70.7000000000,71.5000000000,74.1000000000
15009030800,8.1000000000,18.6000000000,21.8000000000,5.4000000000,84.2000000000,82.0000000000,2.3000000000,4.3000000000,4.3000000000,9.1000000000,10.6000000000,16.1000000000,15.2000000000,9.3000000000,15.1000000000,61.8000000000,23.8000000000,24.5000000000,79.6000000000,12.9000000000,22.6000000000,24.3000000000,24.8000000000,24.0000000000,10.7000000000,40.9000000000,2.8000000000,67.7000000000,70.2000000000,73.2000000000
1 GEOID10_TRACT All teeth lost among adults aged >=65 years Arthritis among adults aged >=18 years Binge drinking among adults aged >=18 years Cancer (excluding skin cancer) among adults aged greater than or equal to 18 years Cervical cancer screening among adult women aged 21-65 years Cholesterol screening among adults aged >=18 years Chronic kidney disease among adults aged >=18 years Chronic obstructive pulmonary disease among adults aged >=18 years Coronary heart disease among adults aged greater than or equal to 18 years Current asthma among adults aged greater than or equal to 18 years Current lack of health insurance among adults aged 18-64 years Current smoking among adults aged >=18 years Depression among adults aged >=18 years Diagnosed diabetes among adults aged greater than or equal to 18 years Fair or poor self-rated health status among adults aged >=18 years Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50-75 years High blood pressure among adults aged >=18 years High cholesterol among adults aged >=18 years who have been screened in the past 5 years Mammography use among women aged 50-74 years Mental health not good for >=14 days among adults aged >=18 years No leisure-time physical activity among adults aged >=18 years Obesity among adults aged >=18 years Older adult men aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening Older adult women aged >=65 years who are up to date on a core set of clinical preventive services: Flu shot past year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 years Physical health not good for greater than or equal to 14 days among adults aged greater than or equal to 18 years Sleeping less than 7 hours among adults aged >=18 years Stroke among adults aged >=18 years Taking medicine for high blood pressure control among adults aged >=18 years with high blood pressure Visits to dentist or dental clinic among adults aged >=18 years Visits to doctor for routine checkup within the past year among adults aged >=18 years
2 06027000800 17.7000000000 28.5000000000 16.2000000000 8.3000000000 82.0000000000 86.4000000000 3.9000000000 9.2000000000 8.6000000000 10.1000000000 14.2000000000 17.2000000000 19.5000000000 13.1000000000 24.2000000000 61.5000000000 36.1000000000 35.8000000000 74.9000000000 15.1000000000 26.9000000000 30.2000000000 26.5000000000 25.6000000000 16.8000000000 33.1000000000 4.6000000000 74.3000000000 58.1000000000 72.5000000000
3 06061021322 7.6000000000 18.7000000000 18.9000000000 5.9000000000 83.4000000000 86.2000000000 2.2000000000 4.2000000000 3.9000000000 8.6000000000 9.0000000000 11.4000000000 17.2000000000 6.9000000000 12.3000000000 72.1000000000 23.2000000000 28.8000000000 78.2000000000 12.0000000000 16.6000000000 23.0000000000 35.7000000000 34.4000000000 9.4000000000 31.9000000000 2.2000000000 67.4000000000 71.8000000000 70.2000000000
4 06069000802 12.3000000000 23.6000000000 18.7000000000 7.0000000000 84.7000000000 87.1000000000 2.9000000000 6.5000000000 5.8000000000 9.3000000000 13.2000000000 14.5000000000 19.2000000000 10.2000000000 18.9000000000 65.7000000000 30.2000000000 32.7000000000 77.6000000000 13.5000000000 22.7000000000 29.2000000000 30.3000000000 29.3000000000 13.4000000000 31.9000000000 3.2000000000 70.6000000000 64.8000000000 71.1000000000
5 15001021010 13.3000000000 23.8000000000 20.7000000000 5.9000000000 83.0000000000 79.8000000000 3.2000000000 7.4000000000 6.9000000000 11.3000000000 12.5000000000 22.6000000000 21.1000000000 11.2000000000 22.9000000000 60.7000000000 30.6000000000 28.8000000000 76.2000000000 17.8000000000 27.3000000000 29.4000000000 18.5000000000 22.6000000000 16.7000000000 42.6000000000 4.0000000000 70.6000000000 61.9000000000 72.6000000000
6 15001021101 11.9000000000 25.7000000000 19.1000000000 6.8000000000 83.4000000000 82.5000000000 3.5000000000 7.3000000000 7.7000000000 10.4000000000 10.2000000000 19.3000000000 19.8000000000 11.5000000000 21.0000000000 63.8000000000 32.6000000000 30.8000000000 77.6000000000 15.6000000000 25.8000000000 27.9000000000 20.3000000000 23.4000000000 16.0000000000 39.4000000000 4.2000000000 74.6000000000 65.5000000000 74.5000000000
7 15001021402 8.5000000000 21.1000000000 18.2000000000 6.3000000000 82.3000000000 83.8000000000 2.9000000000 5.2000000000 6.0000000000 9.2000000000 11.4000000000 16.1000000000 15.9000000000 11.2000000000 18.0000000000 64.9000000000 29.6000000000 29.8000000000 75.9000000000 13.2000000000 24.9000000000 21.7000000000 21.4000000000 24.8000000000 12.4000000000 40.2000000000 3.6000000000 74.4000000000 68.3000000000 75.9000000000
8 15001021800 10.1000000000 22.6000000000 19.2000000000 6.7000000000 83.2000000000 83.1000000000 3.0000000000 5.8000000000 6.4000000000 9.8000000000 10.8000000000 16.8000000000 17.7000000000 10.7000000000 18.3000000000 66.0000000000 29.8000000000 29.5000000000 76.2000000000 14.0000000000 24.0000000000 24.3000000000 20.5000000000 24.1000000000 13.2000000000 40.2000000000 3.7000000000 73.5000000000 67.4000000000 75.4000000000
9 15003010201 10.1000000000 22.7000000000 21.3000000000 6.4000000000 87.3000000000 82.9000000000 2.9000000000 5.9000000000 5.5000000000 12.2000000000 10.2000000000 17.5000000000 18.5000000000 10.2000000000 20.0000000000 69.2000000000 31.2000000000 29.8000000000 82.1000000000 15.1000000000 24.8000000000 33.4000000000 25.0000000000 27.0000000000 13.0000000000 48.2000000000 3.5000000000 69.9000000000 72.1000000000 79.1000000000
10 15007040603 8.1000000000 25.3000000000 17.9000000000 7.0000000000 82.4000000000 83.6000000000 3.1000000000 5.6000000000 6.1000000000 9.0000000000 11.4000000000 14.9000000000 14.7000000000 12.2000000000 18.2000000000 67.1000000000 31.1000000000 30.0000000000 77.1000000000 12.6000000000 27.0000000000 24.3000000000 26.3000000000 24.1000000000 12.3000000000 36.8000000000 3.7000000000 77.1000000000 68.0000000000 78.5000000000
11 15007040604 9.6000000000 25.5000000000 18.5000000000 6.7000000000 82.1000000000 82.8000000000 3.3000000000 5.8000000000 6.4000000000 9.6000000000 11.7000000000 15.6000000000 15.9000000000 12.3000000000 19.5000000000 64.2000000000 31.0000000000 29.3000000000 77.5000000000 13.9000000000 27.7000000000 26.0000000000 25.0000000000 21.3000000000 13.2000000000 37.5000000000 3.8000000000 76.2000000000 65.5000000000 77.8000000000
12 15007040700 6.2000000000 22.6000000000 19.2000000000 6.3000000000 84.8000000000 84.2000000000 2.7000000000 4.5000000000 5.0000000000 8.7000000000 10.2000000000 13.6000000000 14.5000000000 10.7000000000 15.7000000000 69.0000000000 27.9000000000 28.3000000000 77.6000000000 12.0000000000 24.3000000000 23.1000000000 27.8000000000 25.6000000000 10.8000000000 36.4000000000 3.1000000000 74.8000000000 72.2000000000 77.8000000000
13 15009030100 11.2000000000 23.2000000000 23.0000000000 6.9000000000 85.6000000000 82.6000000000 2.9000000000 6.1000000000 6.0000000000 10.2000000000 11.1000000000 18.4000000000 17.2000000000 10.7000000000 18.1000000000 63.2000000000 28.1000000000 27.0000000000 78.5000000000 14.1000000000 23.8000000000 29.2000000000 22.7000000000 23.0000000000 13.0000000000 40.4000000000 3.7000000000 70.6000000000 67.9000000000 74.2000000000
14 15009030201 8.2000000000 23.0000000000 23.5000000000 6.5000000000 87.7000000000 82.9000000000 2.6000000000 5.5000000000 5.0000000000 9.7000000000 9.3000000000 17.5000000000 18.5000000000 8.9000000000 15.7000000000 65.4000000000 25.6000000000 26.4000000000 80.7000000000 13.9000000000 22.1000000000 27.5000000000 26.1000000000 25.3000000000 12.4000000000 37.8000000000 3.1000000000 69.2000000000 73.2000000000 73.0000000000
15 15009030402 7.9000000000 20.4000000000 21.0000000000 6.1000000000 85.0000000000 82.9000000000 2.5000000000 4.6000000000 4.8000000000 8.9000000000 10.3000000000 15.3000000000 15.5000000000 9.6000000000 15.2000000000 63.8000000000 25.2000000000 26.2000000000 79.6000000000 12.5000000000 22.7000000000 23.7000000000 25.4000000000 24.7000000000 11.0000000000 38.7000000000 3.0000000000 70.7000000000 71.5000000000 74.1000000000
16 15009030800 8.1000000000 18.6000000000 21.8000000000 5.4000000000 84.2000000000 82.0000000000 2.3000000000 4.3000000000 4.3000000000 9.1000000000 10.6000000000 16.1000000000 15.2000000000 9.3000000000 15.1000000000 61.8000000000 23.8000000000 24.5000000000 79.6000000000 12.9000000000 22.6000000000 24.3000000000 24.8000000000 24.0000000000 10.7000000000 40.9000000000 2.8000000000 67.7000000000 70.2000000000 73.2000000000

26
data/data-pipeline/data_pipeline/tests/sources/cdc_places/test_etl.py Normal file
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import pathlib
from data_pipeline.etl.sources.cdc_places.etl import CDCPlacesETL
from data_pipeline.tests.sources.example.test_etl import TestETL
class TestCDCPlacesETL(TestETL):
_ETL_CLASS = CDCPlacesETL
_SAMPLE_DATA_PATH = pathlib.Path(__file__).parents[0] / "data"
_SAMPLE_DATA_FILE_NAME = "census_tract.csv"
_SAMPLE_DATA_ZIP_FILE_NAME = None
_EXTRACT_TMP_FOLDER_NAME = "cdc_places"
def setup_method(self, _method, filename=__file__):
"""Invoke `setup_method` from Parent, but using the current file name.
This code can be copied identically between all child classes.
"""
super().setup_method(_method=_method, filename=filename)
def test_sample_data_exists(self):
"""This will test that the sample data exists where it's supposed to as it's supposed to
As per conversation with Jorge, here we can *just* test that the zip file exists.
"""
assert (self._SAMPLE_DATA_PATH / self._SAMPLE_DATA_FILE_NAME).exists()

0
data/data-pipeline/data_pipeline/tests/sources/child_opportunity_index/__init__.py Normal file
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data/data-pipeline/data_pipeline/tests/sources/child_opportunity_index/data/coi.zip Normal file
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data/data-pipeline/data_pipeline/tests/sources/child_opportunity_index/data/extract.csv Normal file
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@ -0,0 +1,11 @@
geoid,year,in100,msaid15,msaname15,countyfips,statefips,stateusps,pop,ED_APENR,ED_ATTAIN,ED_COLLEGE,ED_ECENROL,ED_HSGRAD,ED_MATH,ED_READING,ED_SCHPOV,ED_TEACHXP,ED_PRXECE,ED_PRXHQECE,HE_FOOD,HE_GREEN,HE_HEAT,HE_HLTHINS,HE_OZONE,HE_PM25,HE_VACANCY,HE_WALK,HE_SUPRFND,HE_RSEI,SE_POVRATE,SE_PUBLIC,SE_HOME,SE_OCC,SE_MHE,SE_EMPRAT,SE_JOBPROX,SE_SINGLE
34023007402,2010,1,35620,"New York-Newark-Jersey City, NY-NJ-PA Metro Area",34023,34,NJ,750,.24224862,30.624092,,100,69.515396,263.57706,236.18246,27.868332,9.545229,4.3510399,1.0986123,3.9372432,29.1,10.666667,94.001648,40.704281,9.0991697,5.2830191,12.461183,.79894525,10.256244,3.0262272,.69044882,90.909096,43.792515,83043,83.874458,19.936565,15.571776
36081033700,2015,1,35620,"New York-Newark-Jersey City, NY-NJ-PA Metro Area",36081,36,NY,567,.48479512,18.983355,,17.9,61.892601,220.9837,206.39664,72.493996,9.9560204,6.6488576,3.0244465,0,83.5,12.333333,76.111687,32.268497,9.9404745,15.087041,12.130791,-13.815511,6.071692,15.781346,11.366246,52.009182,23.888559,69967,84.174629,28.09762,44.444447
36047001500,2010,1,35620,"New York-Newark-Jersey City, NY-NJ-PA Metro Area",36047,36,NY,675,.14864263,52.80785,,30,71.530525,185.22771,165.57692,67.353996,14.186028,6.9858408,4.08319,0,83.5,14.333333,84.398552,34.934345,10.56029,32.567932,13.031661,0,8.0978775,28.949436,17.139614,13.110103,66.617065,74066,72.894844,14.008394,58.309036
48141000109,2010,1,21340,"El Paso, TX Metro Area",48141,48,TX,1131,.37170947,6.937799,38.419178,51.400002,87.275864,232.89197,200.59705,78.853096,14.936053,3.8554859,1.7132878,6.9115214,42.599998,106,59.259258,43.708778,8.8110294,4.1181045,5.9151278,-13.815511,8.7751179,35.326088,25.688818,63.533222,21.570066,33227,63.284718,7.3966646,41.100918
29007950100,2010,0,33020,"Mexico, MO Micro Area",29007,29,MO,676,.037339322,6.8397722,14.420464,75.599998,90.849075,218.05362,201.03607,54.0625,6.4516129,.69314718,-13.815511,12.788422,5,38,83.116882,40.412949,10.307842,16.764277,8.6579781,-13.815511,3.9731553,16.500185,22.075638,72.471413,21.940929,37446,32.747749,2.5800712,26.517572
06059032048,2015,1,31080,"Los Angeles-Long Beach-Anaheim, CA Metro Area",06059,06,CA,977,.49177772,55.322414,52.337311,0,94.574394,302.98648,301.14258,16.570803,2.6474135,4.409451,2.4849067,.0067947675,39.599998,4.3333335,93.603134,45.231636,11.814985,4.1246161,12.046153,-13.815511,7.9175715,5.0019093,.64073229,90.114418,51.413792,111061,91.015175,10.40153,13.380281
06071006203,2015,1,40140,"Riverside-San Bernardino-Ontario, CA Metro Area",06071,06,CA,1721,.39206344,10.373445,37.920834,3.8,65.640205,70.388351,87.780144,95.931778,24.099722,4.5038018,.7687456,14.522655,44.599998,71.666664,88.938148,54.547478,10.972307,6.8592057,8.1460381,-13.815511,8.009738,36.548023,45.025841,26.29199,15.143603,31926,56.200939,10.074074,63.414635
17031020802,2015,1,16980,"Chicago-Naperville-Elgin, IL-IN-WI Metro Area",17031,17,IL,1735,.62798566,32.851238,46.603329,12.7,80.669044,135.75914,176.19102,80.124969,15.568522,5.7649512,3.8511307,0,69,19.666666,73.180443,34.496658,12.666351,8.2152977,14.281524,-13.815511,10.020544,24.757034,30.288029,38.703873,30.388424,47207,74.281876,14.190094,37.284233
55059001200,2015,1,16980,"Chicago-Naperville-Elgin, IL-IN-WI Metro Area",55059,55,WI,1170,.25817108,9.1463413,35.304192,26.700001,87.450645,149.80862,151.35675,72.033096,21.983971,4.2610936,-13.815511,3.1195433,69.400002,5.6666665,90.574654,37.383728,11.085336,16.062801,9.8132915,-13.815511,9.6796389,33.292171,34.388489,53.669064,20.963005,42031,67.647057,4.5596504,51.340996
18097357600,2015,1,26900,"Indianapolis-Carmel-Anderson, IN Metro Area",18097,18,IN,1949,0,7.0523305,37.289841,76.800003,56.344406,137.10654,137.40863,82.021439,87.151176,3.9076374,2.5138195,6.7697067,37.400002,15,80.642738,36.055035,12.187755,14.801825,12.55805,-13.815511,8.2662792,28.008997,41.786743,46.191849,12.268188,28658,59.289223,2.8684118,64.355064
1 geoid year in100 msaid15 msaname15 countyfips statefips stateusps pop ED_APENR ED_ATTAIN ED_COLLEGE ED_ECENROL ED_HSGRAD ED_MATH ED_READING ED_SCHPOV ED_TEACHXP ED_PRXECE ED_PRXHQECE HE_FOOD HE_GREEN HE_HEAT HE_HLTHINS HE_OZONE HE_PM25 HE_VACANCY HE_WALK HE_SUPRFND HE_RSEI SE_POVRATE SE_PUBLIC SE_HOME SE_OCC SE_MHE SE_EMPRAT SE_JOBPROX SE_SINGLE
2 34023007402 2010 1 35620 New York-Newark-Jersey City, NY-NJ-PA Metro Area 34023 34 NJ 750 .24224862 30.624092 100 69.515396 263.57706 236.18246 27.868332 9.545229 4.3510399 1.0986123 3.9372432 29.1 10.666667 94.001648 40.704281 9.0991697 5.2830191 12.461183 .79894525 10.256244 3.0262272 .69044882 90.909096 43.792515 83043 83.874458 19.936565 15.571776
3 36081033700 2015 1 35620 New York-Newark-Jersey City, NY-NJ-PA Metro Area 36081 36 NY 567 .48479512 18.983355 17.9 61.892601 220.9837 206.39664 72.493996 9.9560204 6.6488576 3.0244465 0 83.5 12.333333 76.111687 32.268497 9.9404745 15.087041 12.130791 -13.815511 6.071692 15.781346 11.366246 52.009182 23.888559 69967 84.174629 28.09762 44.444447
4 36047001500 2010 1 35620 New York-Newark-Jersey City, NY-NJ-PA Metro Area 36047 36 NY 675 .14864263 52.80785 30 71.530525 185.22771 165.57692 67.353996 14.186028 6.9858408 4.08319 0 83.5 14.333333 84.398552 34.934345 10.56029 32.567932 13.031661 0 8.0978775 28.949436 17.139614 13.110103 66.617065 74066 72.894844 14.008394 58.309036
5 48141000109 2010 1 21340 El Paso, TX Metro Area 48141 48 TX 1131 .37170947 6.937799 38.419178 51.400002 87.275864 232.89197 200.59705 78.853096 14.936053 3.8554859 1.7132878 6.9115214 42.599998 106 59.259258 43.708778 8.8110294 4.1181045 5.9151278 -13.815511 8.7751179 35.326088 25.688818 63.533222 21.570066 33227 63.284718 7.3966646 41.100918
6 29007950100 2010 0 33020 Mexico, MO Micro Area 29007 29 MO 676 .037339322 6.8397722 14.420464 75.599998 90.849075 218.05362 201.03607 54.0625 6.4516129 .69314718 -13.815511 12.788422 5 38 83.116882 40.412949 10.307842 16.764277 8.6579781 -13.815511 3.9731553 16.500185 22.075638 72.471413 21.940929 37446 32.747749 2.5800712 26.517572
7 06059032048 2015 1 31080 Los Angeles-Long Beach-Anaheim, CA Metro Area 06059 06 CA 977 .49177772 55.322414 52.337311 0 94.574394 302.98648 301.14258 16.570803 2.6474135 4.409451 2.4849067 .0067947675 39.599998 4.3333335 93.603134 45.231636 11.814985 4.1246161 12.046153 -13.815511 7.9175715 5.0019093 .64073229 90.114418 51.413792 111061 91.015175 10.40153 13.380281
8 06071006203 2015 1 40140 Riverside-San Bernardino-Ontario, CA Metro Area 06071 06 CA 1721 .39206344 10.373445 37.920834 3.8 65.640205 70.388351 87.780144 95.931778 24.099722 4.5038018 .7687456 14.522655 44.599998 71.666664 88.938148 54.547478 10.972307 6.8592057 8.1460381 -13.815511 8.009738 36.548023 45.025841 26.29199 15.143603 31926 56.200939 10.074074 63.414635
9 17031020802 2015 1 16980 Chicago-Naperville-Elgin, IL-IN-WI Metro Area 17031 17 IL 1735 .62798566 32.851238 46.603329 12.7 80.669044 135.75914 176.19102 80.124969 15.568522 5.7649512 3.8511307 0 69 19.666666 73.180443 34.496658 12.666351 8.2152977 14.281524 -13.815511 10.020544 24.757034 30.288029 38.703873 30.388424 47207 74.281876 14.190094 37.284233
10 55059001200 2015 1 16980 Chicago-Naperville-Elgin, IL-IN-WI Metro Area 55059 55 WI 1170 .25817108 9.1463413 35.304192 26.700001 87.450645 149.80862 151.35675 72.033096 21.983971 4.2610936 -13.815511 3.1195433 69.400002 5.6666665 90.574654 37.383728 11.085336 16.062801 9.8132915 -13.815511 9.6796389 33.292171 34.388489 53.669064 20.963005 42031 67.647057 4.5596504 51.340996
11 18097357600 2015 1 26900 Indianapolis-Carmel-Anderson, IN Metro Area 18097 18 IN 1949 0 7.0523305 37.289841 76.800003 56.344406 137.10654 137.40863 82.021439 87.151176 3.9076374 2.5138195 6.7697067 37.400002 15 80.642738 36.055035 12.187755 14.801825 12.55805 -13.815511 8.2662792 28.008997 41.786743 46.191849 12.268188 28658 59.289223 2.8684118 64.355064

16
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@ -0,0 +1,16 @@
GEOID10_TRACT,Summer days above 90F,Percent low access to healthy food,Percent impenetrable surface areas,Third grade reading proficiency
15001021010,,0.0321765850,,132.7394000000
15001021101,,0.0584802530,,152.4008000000
15001021402,,0.0468876600,,138.3826600000
15001021800,,0.0461176160,,186.3202800000
15003010201,,0.0698271750,,203.2172200000
15007040603,,0.0303736330,,192.8455400000
15007040604,,0.0283296820,,183.0814800000
15007040700,,0.0207271430,,179.8546400000
15009030100,,0.0440458350,,158.1934500000
15009030201,,0.0000000000,,183.1507700000
15009030402,,0.0167432700,,165.8253500000
15009030800,,0.0145107520,,189.8833900000
06027000800,,0.0150000000,,200.0000000000
06061021322,,0.0150000000,,200.0000000000
06069000802,,0.0150000000,,200.0000000000
1 GEOID10_TRACT Summer days above 90F Percent low access to healthy food Percent impenetrable surface areas Third grade reading proficiency
2 15001021010 0.0321765850 132.7394000000
3 15001021101 0.0584802530 152.4008000000
4 15001021402 0.0468876600 138.3826600000
5 15001021800 0.0461176160 186.3202800000
6 15003010201 0.0698271750 203.2172200000
7 15007040603 0.0303736330 192.8455400000
8 15007040604 0.0283296820 183.0814800000
9 15007040700 0.0207271430 179.8546400000
10 15009030100 0.0440458350 158.1934500000
11 15009030201 0.0000000000 183.1507700000
12 15009030402 0.0167432700 165.8253500000
13 15009030800 0.0145107520 189.8833900000
14 06027000800 0.0150000000 200.0000000000
15 06061021322 0.0150000000 200.0000000000
16 06069000802 0.0150000000 200.0000000000

28
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geoid,year,in100,msaid15,A,msaname15,countyfips,statefips,stateusps,pop,ED_APENR,ED_ATTAIN,ED_COLLEGE,ED_ECENROL,ED_HSGRAD,ED_MATH,ED_READING,ED_SCHPOV,ED_TEACHXP,ED_PRXECE,ED_PRXHQECE,HE_FOOD,HE_GREEN,HE_HEAT,HE_HLTHINS,HE_OZONE,HE_PM25,HE_VACANCY,HE_WALK,HE_SUPRFND,HE_RSEI,SE_POVRATE,SE_PUBLIC,SE_HOME,SE_OCC,SE_MHE,SE_EMPRAT,SE_JOBPROX,SE_SINGLE
15001021010,2010,0,25900,1,"Hilo, HI Micro Area",15001,15,HI,1631,0.0736903030,19.5522060000,38.5793110000,82.0999980000,73.1855090000,204.0279700000,179.6740100000,83.3590090000,15.2101190000,1.2236612000,-3.2645943000,2.1897779000,,,85.4777530000,,,12.2256100000,1.9031702000,-13.8155110000,2.8101339000,31.1270680000,25.8038250000,70.6552660000,31.4786000000,39396,63.3027500000,8.8585281000,55.5727540000
15001021010,2015,0,25900,2,"Hilo, HI Micro Area",15001,15,HI,1528,0.1899261800,20.9306340000,40.2508050000,58.0000000000,75.0283360000,169.2188100000,132.7394000000,76.8540880000,15.6538250000,1.0273454000,-5.3525348000,3.2176585000,,,91.0719530000,,,10.0154490000,1.9031702000,-13.8155110000,2.6162012000,24.8258710000,31.7182030000,78.6101380000,43.7814290000,30360,58.2020030000,5.0404000000,32.4159010000
15001021101,2010,0,25900,3,"Hilo, HI Micro Area",15001,15,HI,535,0.0533180940,32.0215420000,39.8683090000,46.4000020000,70.3282170000,224.0678700000,174.5002100000,77.7506030000,13.0946430000,1.7718583000,-0.0300022310,4.3048000000,,,87.8565600000,,,11.0146500000,3.7242184000,-13.8155110000,2.2041564000,27.0347920000,27.0693510000,74.3475040000,34.1918300000,37855,61.0904580000,13.4843590000,35.0230410000
15001021101,2015,0,25900,4,"Hilo, HI Micro Area",15001,15,HI,433,0.2015089800,39.5533680000,37.1644330000,43.7999990000,66.2127690000,152.8964500000,152.4008000000,86.2977980000,6.9529324000,1.3696530000,-0.0197537470,5.8480253000,,,87.3994670000,,,8.1250000000,3.7242184000,-13.8155110000,2.0477815000,28.9167980000,26.3636360000,76.8484800000,39.1722790000,30968,59.7030750000,24.3119280000,51.2953340000
15001021402,2010,0,25900,5,"Hilo, HI Micro Area",15001,15,HI,929,0.1647190500,25.1356240000,8.7702494000,42.0000000000,77.7994690000,192.0977000000,182.9247600000,60.5234150000,13.9293730000,2.0509064000,-1.3752689000,4.3765292000,,,90.2309570000,,,4.5751634000,6.9091167000,-13.8155110000,-0.7224926400,9.1823902000,16.9319820000,53.1837920000,32.6673320000,52381,82.3242870000,6.3340807000,40.6818200000
15001021402,2015,0,25900,6,"Hilo, HI Micro Area",15001,15,HI,825,0.2525457700,25.1578960000,29.2249470000,59.5000000000,73.7396470000,155.7005000000,138.3826600000,67.2758410000,15.3872220000,2.0137198000,-1.3752689000,4.6887660000,,,95.2972790000,,,4.8293624000,6.9091167000,-13.8155110000,-0.3878991900,11.4337100000,19.0618020000,65.3015590000,30.9687670000,61926,89.9835820000,3.8922157000,46.8085100000
15001021800,2010,0,25900,7,"Hilo, HI Micro Area",15001,15,HI,1748,0.2083706300,19.7838120000,17.6447330000,34.7999990000,90.5556340000,178.7575700000,172.6336700000,60.7752300000,12.0777750000,0.6661295300,-0.0573484860,2.1838551000,,,92.4866940000,,,8.6256704000,5.2165289000,-13.8155110000,-1.9711585000,17.6570170000,13.7801600000,73.8337780000,21.2060700000,53017,74.5713120000,11.2527480000,30.1675970000
15001021800,2015,0,25900,8,"Hilo, HI Micro Area",15001,15,HI,1399,0.1826577300,24.7472530000,26.1164550000,16.2999990000,76.7413410000,163.1518600000,186.3202800000,69.2822570000,2.4274187000,0.6304196700,-0.1245087700,4.6117616000,,,93.4117200000,,,13.6399060000,5.2165289000,-13.8155110000,-1.9774016000,14.3425040000,12.0707070000,68.7373730000,17.8891470000,71209,72.9902110000,14.1710300000,31.3364070000
15003010201,2010,1,46520,9,"Urban Honolulu, HI Metro Area",15003,15,HI,1609,0.2816832100,24.8328270000,37.7788580000,50.5000000000,79.8380890000,221.4442300000,214.4257200000,68.6519700000,17.9115310000,1.7652657000,-13.8155110000,4.9072938000,,,91.1199340000,,,9.0680103000,10.0983580000,-13.8155110000,4.0513158000,18.6613730000,13.9044080000,52.2656750000,38.9115640000,69896,74.8474880000,24.4086570000,30.8544310000
15003010201,2015,1,46520,10,"Urban Honolulu, HI Metro Area",15003,15,HI,1586,0.3262355900,31.2335190000,38.1880150000,53.0999980000,81.9343190000,263.1299700000,203.2172200000,58.4180180000,18.3911150000,1.8023838000,-0.2093867800,6.9827175000,,,90.3112640000,,,8.8028173000,10.0983580000,-13.8155110000,3.9325697000,9.5938101000,15.3647510000,51.4525490000,32.5877190000,72930,76.5251310000,32.7527810000,33.8129500000
15007040603,2010,0,28180,11,"Kapaa, HI Micro Area",15007,15,HI,455,0.2938456200,32.7254300000,25.0950970000,42.5000000000,83.3289790000,239.3781600000,211.4160000000,44.8172530000,20.6196160000,1.9461737000,-13.8155110000,6.6860218000,,,91.4368590000,,,4.1306438000,6.2141290000,-13.8155110000,-2.5745666000,3.4628704000,10.9958510000,65.8713680000,31.5982400000,72065,79.6573870000,1.8644068000,29.7101440000
15007040603,2015,0,28180,12,"Kapaa, HI Micro Area",15007,15,HI,710,0.3217573500,34.5935750000,26.9131070000,29.9000000000,83.9192810000,219.1101400000,192.8455400000,45.7621310000,18.8732510000,1.3572797000,-13.8155110000,3.0373633000,,,90.8629460000,,,5.7142859000,6.2141290000,-13.8155110000,-3.3995571000,9.5723677000,8.5572138000,55.7213900000,27.3037550000,70639,80.0589370000,1.0885341000,43.5294110000
15007040604,2010,0,28180,13,"Kapaa, HI Micro Area",15007,15,HI,732,0.2915806200,24.5812400000,29.6286280000,24.0000000000,83.3070600000,236.0561400000,209.3688000000,42.8187870000,18.0469950000,1.9836926000,-13.8155110000,6.2032728000,,,92.2233960000,,,5.7585139000,6.4129410000,-13.8155110000,-2.5975277000,10.0240100000,11.3287910000,63.2027280000,33.0645180000,66262,80.3639140000,2.3361454000,29.1237110000
15007040604,2015,0,28180,14,"Kapaa, HI Micro Area",15007,15,HI,639,0.3213492000,28.7210830000,21.3032890000,47.2000010000,84.0398100000,211.0873300000,183.0814800000,44.8632510000,16.4886360000,1.3866930000,-13.8155110000,2.8329682000,,,95.4563450000,,,8.3898830000,6.4129410000,-13.8155110000,-3.4551327000,18.2676660000,15.7275020000,56.6021840000,32.9291650000,69750,79.8629000000,2.5787966000,49.1289220000
15007040700,2010,0,28180,15,"Kapaa, HI Micro Area",15007,15,HI,2011,0.1132875600,25.4790360000,25.8629530000,54.2999990000,83.0592730000,237.8249200000,206.2347100000,42.3221820000,13.7346280000,2.0951800000,-6.8926415000,4.2036662000,,,93.5513230000,,,9.0025101000,6.2517805000,-13.8155110000,-1.9463800000,15.2579730000,11.8912790000,66.1004100000,30.3776680000,68381,78.7573240000,1.8246027000,42.0395430000
15007040700,2015,0,28180,16,"Kapaa, HI Micro Area",15007,15,HI,2101,0.2257254300,37.3111080000,21.7736360000,31.1000000000,83.5062480000,225.5370800000,179.8546400000,45.9002040000,13.3931940000,1.6256510000,-1.1560694000,2.0727143000,,,90.6197200000,,,9.1895151000,6.2517805000,-13.8155110000,-3.0142822000,7.5953355000,6.4549179000,67.2814180000,28.9595490000,82467,83.4867320000,4.3556356000,24.4994110000
15009030100,2010,0,27980,17,"Kahului-Wailuku-Lahaina, HI Metro Area",15009,15,HI,535,0.0947706330,21.3217950000,20.9204140000,82.5000000000,87.5318760000,222.5835400000,190.5396400000,68.0386050000,14.1374330000,0.6221639500,-13.8155110000,0.4278838900,,,82.2360310000,,,11.7456890000,5.5044246000,-13.8155110000,1.1383853000,9.7967691000,7.9934745000,62.1533470000,23.3065430000,62972,67.7938840000,7.9391890000,40.9302330000
15009030100,2015,0,27980,18,"Kahului-Wailuku-Lahaina, HI Metro Area",15009,15,HI,361,0.1140028300,25.3853150000,16.3010810000,80.0000000000,89.5757980000,163.8899400000,158.1934500000,74.5342790000,12.4208780000,0.6730875400,-0.0356756300,4.4045835000,,,92.7496570000,,,12.5000000000,5.5044246000,-13.8155110000,0.6983343400,10.9501740000,7.5901327000,65.8444060000,28.7472040000,66161,87.4015730000,10.1990050000,31.4960630000
15009030201,2010,0,27980,19,"Kahului-Wailuku-Lahaina, HI Metro Area",15009,15,HI,333,0.3042595100,34.7983170000,27.3489970000,100.0000000000,77.2663500000,264.8783000000,235.5722700000,55.4464300000,9.2995071000,2.1566634000,-0.2553466900,1.5144995000,,,75.7439580000,,,9.2709274000,3.4708600000,-13.8155110000,1.4976557000,10.4116220000,10.0529100000,67.5132290000,46.3436930000,57163,78.9054720000,7.2706938000,37.2881360000
15009030201,2015,0,27980,20,"Kahului-Wailuku-Lahaina, HI Metro Area",15009,15,HI,304,0.3610763000,23.8664990000,27.8072380000,100.0000000000,81.1670530000,213.0963400000,183.1507700000,58.9944080000,6.7822700000,2.2015967000,0.0413851890,0.0000000000,,,90.6270220000,,,3.1697340000,3.4708600000,-13.8155110000,1.0144377000,10.5798570000,8.5106382000,68.0851060000,36.8266410000,61048,70.6093220000,4.2774568000,49.1525420000
15009030402,2010,0,27980,21,"Kahului-Wailuku-Lahaina, HI Metro Area",15009,15,HI,1893,0.3215200000,24.1058310000,22.8293340000,86.3000030000,74.7603760000,273.5332000000,238.2146800000,54.6146470000,10.3586990000,2.8028412000,0.0000000000,1.6413509000,,,85.0915530000,,,7.9121537000,7.3098612000,-13.8155110000,1.9970932000,2.7091255000,6.3772955000,62.7712860000,35.3862000000,81832,89.7885360000,7.0808282000,38.4026260000
15009030402,2015,0,27980,22,"Kahului-Wailuku-Lahaina, HI Metro Area",15009,15,HI,1685,0.3768204500,25.8798220000,34.9604720000,69.9000020000,79.8403630000,208.5855100000,165.8253500000,56.9929960000,12.2689750000,2.8912144000,0.6931471800,1.6743270000,,,94.9152530000,,,3.1778426000,7.3098612000,-13.8155110000,1.4903787000,7.6546302000,5.0015731000,69.9591060000,27.6414090000,80619,85.7456740000,4.9374290000,27.2051010000
15009030800,2010,0,27980,23,"Kahului-Wailuku-Lahaina, HI Metro Area",15009,15,HI,1725,0.2588196400,25.8761410000,25.7107850000,59.5999980000,79.6580120000,222.2627900000,185.5475600000,50.3295820000,15.1613000000,3.4776812000,1.7540390000,1.0601417000,,,91.7269360000,,,6.5111756000,4.7154179000,-13.8155110000,4.9853492000,1.8906569000,8.0818968000,83.3512880000,34.2178340000,96516,83.9158250000,4.3561821000,30.5000000000
15009030800,2015,0,27980,24,"Kahului-Wailuku-Lahaina, HI Metro Area",15009,15,HI,2051,0.3132624300,28.6977020000,25.2963310000,58.4000020000,78.9907610000,184.0429400000,189.8833900000,50.4299890000,8.5740423000,3.5176146000,2.1515093000,1.4510752000,,,95.4700240000,,,2.7706735000,4.7154179000,-13.8155110000,4.4182396000,5.1701570000,5.6275120000,82.7601620000,33.0580600000,100117,85.9390640000,3.3368926000,23.8437820000
6027000800,2015,0,25900,98,"Made up, Micro Area",704,6,CA,12,0.2000000000,25.0000000000,25.0000000000,25.0000000000,190.0000000000,200.0000000000,200.0000000000,50.0000000000,7.0000000000,1.5000000000,1.5000000000,1.5000000000,,,90.1000000000,,,3.1000000000,3.1000000000,-13.4400000000,4.4400000000,5.1700000000,5.6200000000,72.8000000000,33.5000000000,33333,58.0100000000,9.3300000000,32.3300000000
6061021322,2015,0,25900,87,"Made up, Micro Area",102,6,CA,12,0.2000000000,25.0000000000,25.0000000000,25.0000000000,190.0000000000,200.0000000000,200.0000000000,50.0000000000,7.0000000000,1.5000000000,1.5000000000,1.5000000000,,,90.1000000000,,,3.1000000000,3.1000000000,-13.4400000000,4.4400000000,5.1700000000,5.6200000000,72.8000000000,33.5000000000,33333,58.0100000000,9.3300000000,32.3300000000
6069000802,2015,0,25900,84,"Made up, Micro Area",704,6,CA,12,0.2000000000,25.0000000000,25.0000000000,25.0000000000,190.0000000000,200.0000000000,200.0000000000,50.0000000000,7.0000000000,1.5000000000,1.5000000000,1.5000000000,,,90.1000000000,,,3.1000000000,3.1000000000,-13.4400000000,4.4400000000,5.1700000000,5.6200000000,72.8000000000,33.5000000000,33333,58.0100000000,9.3300000000,32.3300000000
1 geoid year in100 msaid15 A msaname15 countyfips statefips stateusps pop ED_APENR ED_ATTAIN ED_COLLEGE ED_ECENROL ED_HSGRAD ED_MATH ED_READING ED_SCHPOV ED_TEACHXP ED_PRXECE ED_PRXHQECE HE_FOOD HE_GREEN HE_HEAT HE_HLTHINS HE_OZONE HE_PM25 HE_VACANCY HE_WALK HE_SUPRFND HE_RSEI SE_POVRATE SE_PUBLIC SE_HOME SE_OCC SE_MHE SE_EMPRAT SE_JOBPROX SE_SINGLE
2 15001021010 2010 0 25900 1 Hilo, HI Micro Area 15001 15 HI 1631 0.0736903030 19.5522060000 38.5793110000 82.0999980000 73.1855090000 204.0279700000 179.6740100000 83.3590090000 15.2101190000 1.2236612000 -3.2645943000 2.1897779000 85.4777530000 12.2256100000 1.9031702000 -13.8155110000 2.8101339000 31.1270680000 25.8038250000 70.6552660000 31.4786000000 39396 63.3027500000 8.8585281000 55.5727540000
3 15001021010 2015 0 25900 2 Hilo, HI Micro Area 15001 15 HI 1528 0.1899261800 20.9306340000 40.2508050000 58.0000000000 75.0283360000 169.2188100000 132.7394000000 76.8540880000 15.6538250000 1.0273454000 -5.3525348000 3.2176585000 91.0719530000 10.0154490000 1.9031702000 -13.8155110000 2.6162012000 24.8258710000 31.7182030000 78.6101380000 43.7814290000 30360 58.2020030000 5.0404000000 32.4159010000
4 15001021101 2010 0 25900 3 Hilo, HI Micro Area 15001 15 HI 535 0.0533180940 32.0215420000 39.8683090000 46.4000020000 70.3282170000 224.0678700000 174.5002100000 77.7506030000 13.0946430000 1.7718583000 -0.0300022310 4.3048000000 87.8565600000 11.0146500000 3.7242184000 -13.8155110000 2.2041564000 27.0347920000 27.0693510000 74.3475040000 34.1918300000 37855 61.0904580000 13.4843590000 35.0230410000
5 15001021101 2015 0 25900 4 Hilo, HI Micro Area 15001 15 HI 433 0.2015089800 39.5533680000 37.1644330000 43.7999990000 66.2127690000 152.8964500000 152.4008000000 86.2977980000 6.9529324000 1.3696530000 -0.0197537470 5.8480253000 87.3994670000 8.1250000000 3.7242184000 -13.8155110000 2.0477815000 28.9167980000 26.3636360000 76.8484800000 39.1722790000 30968 59.7030750000 24.3119280000 51.2953340000
6 15001021402 2010 0 25900 5 Hilo, HI Micro Area 15001 15 HI 929 0.1647190500 25.1356240000 8.7702494000 42.0000000000 77.7994690000 192.0977000000 182.9247600000 60.5234150000 13.9293730000 2.0509064000 -1.3752689000 4.3765292000 90.2309570000 4.5751634000 6.9091167000 -13.8155110000 -0.7224926400 9.1823902000 16.9319820000 53.1837920000 32.6673320000 52381 82.3242870000 6.3340807000 40.6818200000
7 15001021402 2015 0 25900 6 Hilo, HI Micro Area 15001 15 HI 825 0.2525457700 25.1578960000 29.2249470000 59.5000000000 73.7396470000 155.7005000000 138.3826600000 67.2758410000 15.3872220000 2.0137198000 -1.3752689000 4.6887660000 95.2972790000 4.8293624000 6.9091167000 -13.8155110000 -0.3878991900 11.4337100000 19.0618020000 65.3015590000 30.9687670000 61926 89.9835820000 3.8922157000 46.8085100000
8 15001021800 2010 0 25900 7 Hilo, HI Micro Area 15001 15 HI 1748 0.2083706300 19.7838120000 17.6447330000 34.7999990000 90.5556340000 178.7575700000 172.6336700000 60.7752300000 12.0777750000 0.6661295300 -0.0573484860 2.1838551000 92.4866940000 8.6256704000 5.2165289000 -13.8155110000 -1.9711585000 17.6570170000 13.7801600000 73.8337780000 21.2060700000 53017 74.5713120000 11.2527480000 30.1675970000
9 15001021800 2015 0 25900 8 Hilo, HI Micro Area 15001 15 HI 1399 0.1826577300 24.7472530000 26.1164550000 16.2999990000 76.7413410000 163.1518600000 186.3202800000 69.2822570000 2.4274187000 0.6304196700 -0.1245087700 4.6117616000 93.4117200000 13.6399060000 5.2165289000 -13.8155110000 -1.9774016000 14.3425040000 12.0707070000 68.7373730000 17.8891470000 71209 72.9902110000 14.1710300000 31.3364070000
10 15003010201 2010 1 46520 9 Urban Honolulu, HI Metro Area 15003 15 HI 1609 0.2816832100 24.8328270000 37.7788580000 50.5000000000 79.8380890000 221.4442300000 214.4257200000 68.6519700000 17.9115310000 1.7652657000 -13.8155110000 4.9072938000 91.1199340000 9.0680103000 10.0983580000 -13.8155110000 4.0513158000 18.6613730000 13.9044080000 52.2656750000 38.9115640000 69896 74.8474880000 24.4086570000 30.8544310000
11 15003010201 2015 1 46520 10 Urban Honolulu, HI Metro Area 15003 15 HI 1586 0.3262355900 31.2335190000 38.1880150000 53.0999980000 81.9343190000 263.1299700000 203.2172200000 58.4180180000 18.3911150000 1.8023838000 -0.2093867800 6.9827175000 90.3112640000 8.8028173000 10.0983580000 -13.8155110000 3.9325697000 9.5938101000 15.3647510000 51.4525490000 32.5877190000 72930 76.5251310000 32.7527810000 33.8129500000
12 15007040603 2010 0 28180 11 Kapaa, HI Micro Area 15007 15 HI 455 0.2938456200 32.7254300000 25.0950970000 42.5000000000 83.3289790000 239.3781600000 211.4160000000 44.8172530000 20.6196160000 1.9461737000 -13.8155110000 6.6860218000 91.4368590000 4.1306438000 6.2141290000 -13.8155110000 -2.5745666000 3.4628704000 10.9958510000 65.8713680000 31.5982400000 72065 79.6573870000 1.8644068000 29.7101440000
13 15007040603 2015 0 28180 12 Kapaa, HI Micro Area 15007 15 HI 710 0.3217573500 34.5935750000 26.9131070000 29.9000000000 83.9192810000 219.1101400000 192.8455400000 45.7621310000 18.8732510000 1.3572797000 -13.8155110000 3.0373633000 90.8629460000 5.7142859000 6.2141290000 -13.8155110000 -3.3995571000 9.5723677000 8.5572138000 55.7213900000 27.3037550000 70639 80.0589370000 1.0885341000 43.5294110000
14 15007040604 2010 0 28180 13 Kapaa, HI Micro Area 15007 15 HI 732 0.2915806200 24.5812400000 29.6286280000 24.0000000000 83.3070600000 236.0561400000 209.3688000000 42.8187870000 18.0469950000 1.9836926000 -13.8155110000 6.2032728000 92.2233960000 5.7585139000 6.4129410000 -13.8155110000 -2.5975277000 10.0240100000 11.3287910000 63.2027280000 33.0645180000 66262 80.3639140000 2.3361454000 29.1237110000
15 15007040604 2015 0 28180 14 Kapaa, HI Micro Area 15007 15 HI 639 0.3213492000 28.7210830000 21.3032890000 47.2000010000 84.0398100000 211.0873300000 183.0814800000 44.8632510000 16.4886360000 1.3866930000 -13.8155110000 2.8329682000 95.4563450000 8.3898830000 6.4129410000 -13.8155110000 -3.4551327000 18.2676660000 15.7275020000 56.6021840000 32.9291650000 69750 79.8629000000 2.5787966000 49.1289220000
16 15007040700 2010 0 28180 15 Kapaa, HI Micro Area 15007 15 HI 2011 0.1132875600 25.4790360000 25.8629530000 54.2999990000 83.0592730000 237.8249200000 206.2347100000 42.3221820000 13.7346280000 2.0951800000 -6.8926415000 4.2036662000 93.5513230000 9.0025101000 6.2517805000 -13.8155110000 -1.9463800000 15.2579730000 11.8912790000 66.1004100000 30.3776680000 68381 78.7573240000 1.8246027000 42.0395430000
17 15007040700 2015 0 28180 16 Kapaa, HI Micro Area 15007 15 HI 2101 0.2257254300 37.3111080000 21.7736360000 31.1000000000 83.5062480000 225.5370800000 179.8546400000 45.9002040000 13.3931940000 1.6256510000 -1.1560694000 2.0727143000 90.6197200000 9.1895151000 6.2517805000 -13.8155110000 -3.0142822000 7.5953355000 6.4549179000 67.2814180000 28.9595490000 82467 83.4867320000 4.3556356000 24.4994110000
18 15009030100 2010 0 27980 17 Kahului-Wailuku-Lahaina, HI Metro Area 15009 15 HI 535 0.0947706330 21.3217950000 20.9204140000 82.5000000000 87.5318760000 222.5835400000 190.5396400000 68.0386050000 14.1374330000 0.6221639500 -13.8155110000 0.4278838900 82.2360310000 11.7456890000 5.5044246000 -13.8155110000 1.1383853000 9.7967691000 7.9934745000 62.1533470000 23.3065430000 62972 67.7938840000 7.9391890000 40.9302330000
19 15009030100 2015 0 27980 18 Kahului-Wailuku-Lahaina, HI Metro Area 15009 15 HI 361 0.1140028300 25.3853150000 16.3010810000 80.0000000000 89.5757980000 163.8899400000 158.1934500000 74.5342790000 12.4208780000 0.6730875400 -0.0356756300 4.4045835000 92.7496570000 12.5000000000 5.5044246000 -13.8155110000 0.6983343400 10.9501740000 7.5901327000 65.8444060000 28.7472040000 66161 87.4015730000 10.1990050000 31.4960630000
20 15009030201 2010 0 27980 19 Kahului-Wailuku-Lahaina, HI Metro Area 15009 15 HI 333 0.3042595100 34.7983170000 27.3489970000 100.0000000000 77.2663500000 264.8783000000 235.5722700000 55.4464300000 9.2995071000 2.1566634000 -0.2553466900 1.5144995000 75.7439580000 9.2709274000 3.4708600000 -13.8155110000 1.4976557000 10.4116220000 10.0529100000 67.5132290000 46.3436930000 57163 78.9054720000 7.2706938000 37.2881360000
21 15009030201 2015 0 27980 20 Kahului-Wailuku-Lahaina, HI Metro Area 15009 15 HI 304 0.3610763000 23.8664990000 27.8072380000 100.0000000000 81.1670530000 213.0963400000 183.1507700000 58.9944080000 6.7822700000 2.2015967000 0.0413851890 0.0000000000 90.6270220000 3.1697340000 3.4708600000 -13.8155110000 1.0144377000 10.5798570000 8.5106382000 68.0851060000 36.8266410000 61048 70.6093220000 4.2774568000 49.1525420000
22 15009030402 2010 0 27980 21 Kahului-Wailuku-Lahaina, HI Metro Area 15009 15 HI 1893 0.3215200000 24.1058310000 22.8293340000 86.3000030000 74.7603760000 273.5332000000 238.2146800000 54.6146470000 10.3586990000 2.8028412000 0.0000000000 1.6413509000 85.0915530000 7.9121537000 7.3098612000 -13.8155110000 1.9970932000 2.7091255000 6.3772955000 62.7712860000 35.3862000000 81832 89.7885360000 7.0808282000 38.4026260000
23 15009030402 2015 0 27980 22 Kahului-Wailuku-Lahaina, HI Metro Area 15009 15 HI 1685 0.3768204500 25.8798220000 34.9604720000 69.9000020000 79.8403630000 208.5855100000 165.8253500000 56.9929960000 12.2689750000 2.8912144000 0.6931471800 1.6743270000 94.9152530000 3.1778426000 7.3098612000 -13.8155110000 1.4903787000 7.6546302000 5.0015731000 69.9591060000 27.6414090000 80619 85.7456740000 4.9374290000 27.2051010000
24 15009030800 2010 0 27980 23 Kahului-Wailuku-Lahaina, HI Metro Area 15009 15 HI 1725 0.2588196400 25.8761410000 25.7107850000 59.5999980000 79.6580120000 222.2627900000 185.5475600000 50.3295820000 15.1613000000 3.4776812000 1.7540390000 1.0601417000 91.7269360000 6.5111756000 4.7154179000 -13.8155110000 4.9853492000 1.8906569000 8.0818968000 83.3512880000 34.2178340000 96516 83.9158250000 4.3561821000 30.5000000000
25 15009030800 2015 0 27980 24 Kahului-Wailuku-Lahaina, HI Metro Area 15009 15 HI 2051 0.3132624300 28.6977020000 25.2963310000 58.4000020000 78.9907610000 184.0429400000 189.8833900000 50.4299890000 8.5740423000 3.5176146000 2.1515093000 1.4510752000 95.4700240000 2.7706735000 4.7154179000 -13.8155110000 4.4182396000 5.1701570000 5.6275120000 82.7601620000 33.0580600000 100117 85.9390640000 3.3368926000 23.8437820000
26 6027000800 2015 0 25900 98 Made up, Micro Area 704 6 CA 12 0.2000000000 25.0000000000 25.0000000000 25.0000000000 190.0000000000 200.0000000000 200.0000000000 50.0000000000 7.0000000000 1.5000000000 1.5000000000 1.5000000000 90.1000000000 3.1000000000 3.1000000000 -13.4400000000 4.4400000000 5.1700000000 5.6200000000 72.8000000000 33.5000000000 33333 58.0100000000 9.3300000000 32.3300000000
27 6061021322 2015 0 25900 87 Made up, Micro Area 102 6 CA 12 0.2000000000 25.0000000000 25.0000000000 25.0000000000 190.0000000000 200.0000000000 200.0000000000 50.0000000000 7.0000000000 1.5000000000 1.5000000000 1.5000000000 90.1000000000 3.1000000000 3.1000000000 -13.4400000000 4.4400000000 5.1700000000 5.6200000000 72.8000000000 33.5000000000 33333 58.0100000000 9.3300000000 32.3300000000
28 6069000802 2015 0 25900 84 Made up, Micro Area 704 6 CA 12 0.2000000000 25.0000000000 25.0000000000 25.0000000000 190.0000000000 200.0000000000 200.0000000000 50.0000000000 7.0000000000 1.5000000000 1.5000000000 1.5000000000 90.1000000000 3.1000000000 3.1000000000 -13.4400000000 4.4400000000 5.1700000000 5.6200000000 72.8000000000 33.5000000000 33333 58.0100000000 9.3300000000 32.3300000000

16
data/data-pipeline/data_pipeline/tests/sources/child_opportunity_index/data/transform.csv Normal file
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@ -0,0 +1,16 @@
GEOID10_TRACT,year,in100,msaid15,A,msaname15,countyfips,statefips,stateusps,pop,ED_APENR,ED_ATTAIN,ED_COLLEGE,ED_ECENROL,ED_HSGRAD,ED_MATH,Third grade reading proficiency,ED_SCHPOV,ED_TEACHXP,ED_PRXECE,ED_PRXHQECE,Percent low access to healthy food,Percent impenetrable surface areas,Summer days above 90F,HE_HLTHINS,HE_OZONE,HE_PM25,HE_VACANCY,HE_WALK,HE_SUPRFND,HE_RSEI,SE_POVRATE,SE_PUBLIC,SE_HOME,SE_OCC,SE_MHE,SE_EMPRAT,SE_JOBPROX,SE_SINGLE
15001021010,2015,0,25900,2,"Hilo, HI Micro Area",15001,15,HI,1528,0.1899261800,20.9306340000,40.2508050000,58.0000000000,75.0283360000,169.2188100000,132.7394000000,76.8540880000,15.6538250000,1.0273454000,-5.3525348000,0.0321765850,,,91.0719530000,,,10.0154490000,1.9031702000,-13.8155110000,2.6162012000,24.8258710000,31.7182030000,78.6101380000,43.7814290000,30360,58.2020030000,5.0404000000,32.4159010000
15001021101,2015,0,25900,4,"Hilo, HI Micro Area",15001,15,HI,433,0.2015089800,39.5533680000,37.1644330000,43.7999990000,66.2127690000,152.8964500000,152.4008000000,86.2977980000,6.9529324000,1.3696530000,-0.0197537470,0.0584802530,,,87.3994670000,,,8.1250000000,3.7242184000,-13.8155110000,2.0477815000,28.9167980000,26.3636360000,76.8484800000,39.1722790000,30968,59.7030750000,24.3119280000,51.2953340000
15001021402,2015,0,25900,6,"Hilo, HI Micro Area",15001,15,HI,825,0.2525457700,25.1578960000,29.2249470000,59.5000000000,73.7396470000,155.7005000000,138.3826600000,67.2758410000,15.3872220000,2.0137198000,-1.3752689000,0.0468876600,,,95.2972790000,,,4.8293624000,6.9091167000,-13.8155110000,-0.3878991900,11.4337100000,19.0618020000,65.3015590000,30.9687670000,61926,89.9835820000,3.8922157000,46.8085100000
15001021800,2015,0,25900,8,"Hilo, HI Micro Area",15001,15,HI,1399,0.1826577300,24.7472530000,26.1164550000,16.2999990000,76.7413410000,163.1518600000,186.3202800000,69.2822570000,2.4274187000,0.6304196700,-0.1245087700,0.0461176160,,,93.4117200000,,,13.6399060000,5.2165289000,-13.8155110000,-1.9774016000,14.3425040000,12.0707070000,68.7373730000,17.8891470000,71209,72.9902110000,14.1710300000,31.3364070000
15003010201,2015,1,46520,10,"Urban Honolulu, HI Metro Area",15003,15,HI,1586,0.3262355900,31.2335190000,38.1880150000,53.0999980000,81.9343190000,263.1299700000,203.2172200000,58.4180180000,18.3911150000,1.8023838000,-0.2093867800,0.0698271750,,,90.3112640000,,,8.8028173000,10.0983580000,-13.8155110000,3.9325697000,9.5938101000,15.3647510000,51.4525490000,32.5877190000,72930,76.5251310000,32.7527810000,33.8129500000
15007040603,2015,0,28180,12,"Kapaa, HI Micro Area",15007,15,HI,710,0.3217573500,34.5935750000,26.9131070000,29.9000000000,83.9192810000,219.1101400000,192.8455400000,45.7621310000,18.8732510000,1.3572797000,-13.8155110000,0.0303736330,,,90.8629460000,,,5.7142859000,6.2141290000,-13.8155110000,-3.3995571000,9.5723677000,8.5572138000,55.7213900000,27.3037550000,70639,80.0589370000,1.0885341000,43.5294110000
15007040604,2015,0,28180,14,"Kapaa, HI Micro Area",15007,15,HI,639,0.3213492000,28.7210830000,21.3032890000,47.2000010000,84.0398100000,211.0873300000,183.0814800000,44.8632510000,16.4886360000,1.3866930000,-13.8155110000,0.0283296820,,,95.4563450000,,,8.3898830000,6.4129410000,-13.8155110000,-3.4551327000,18.2676660000,15.7275020000,56.6021840000,32.9291650000,69750,79.8629000000,2.5787966000,49.1289220000
15007040700,2015,0,28180,16,"Kapaa, HI Micro Area",15007,15,HI,2101,0.2257254300,37.3111080000,21.7736360000,31.1000000000,83.5062480000,225.5370800000,179.8546400000,45.9002040000,13.3931940000,1.6256510000,-1.1560694000,0.0207271430,,,90.6197200000,,,9.1895151000,6.2517805000,-13.8155110000,-3.0142822000,7.5953355000,6.4549179000,67.2814180000,28.9595490000,82467,83.4867320000,4.3556356000,24.4994110000
15009030100,2015,0,27980,18,"Kahului-Wailuku-Lahaina, HI Metro Area",15009,15,HI,361,0.1140028300,25.3853150000,16.3010810000,80.0000000000,89.5757980000,163.8899400000,158.1934500000,74.5342790000,12.4208780000,0.6730875400,-0.0356756300,0.0440458350,,,92.7496570000,,,12.5000000000,5.5044246000,-13.8155110000,0.6983343400,10.9501740000,7.5901327000,65.8444060000,28.7472040000,66161,87.4015730000,10.1990050000,31.4960630000
15009030201,2015,0,27980,20,"Kahului-Wailuku-Lahaina, HI Metro Area",15009,15,HI,304,0.3610763000,23.8664990000,27.8072380000,100.0000000000,81.1670530000,213.0963400000,183.1507700000,58.9944080000,6.7822700000,2.2015967000,0.0413851890,0.0000000000,,,90.6270220000,,,3.1697340000,3.4708600000,-13.8155110000,1.0144377000,10.5798570000,8.5106382000,68.0851060000,36.8266410000,61048,70.6093220000,4.2774568000,49.1525420000
15009030402,2015,0,27980,22,"Kahului-Wailuku-Lahaina, HI Metro Area",15009,15,HI,1685,0.3768204500,25.8798220000,34.9604720000,69.9000020000,79.8403630000,208.5855100000,165.8253500000,56.9929960000,12.2689750000,2.8912144000,0.6931471800,0.0167432700,,,94.9152530000,,,3.1778426000,7.3098612000,-13.8155110000,1.4903787000,7.6546302000,5.0015731000,69.9591060000,27.6414090000,80619,85.7456740000,4.9374290000,27.2051010000
15009030800,2015,0,27980,24,"Kahului-Wailuku-Lahaina, HI Metro Area",15009,15,HI,2051,0.3132624300,28.6977020000,25.2963310000,58.4000020000,78.9907610000,184.0429400000,189.8833900000,50.4299890000,8.5740423000,3.5176146000,2.1515093000,0.0145107520,,,95.4700240000,,,2.7706735000,4.7154179000,-13.8155110000,4.4182396000,5.1701570000,5.6275120000,82.7601620000,33.0580600000,100117,85.9390640000,3.3368926000,23.8437820000
06027000800,2015,0,25900,98,"Made up, Micro Area",704,6,CA,12,0.2000000000,25.0000000000,25.0000000000,25.0000000000,190.0000000000,200.0000000000,200.0000000000,50.0000000000,7.0000000000,1.5000000000,1.5000000000,0.0150000000,,,90.1000000000,,,3.1000000000,3.1000000000,-13.4400000000,4.4400000000,5.1700000000,5.6200000000,72.8000000000,33.5000000000,33333,58.0100000000,9.3300000000,32.3300000000
06061021322,2015,0,25900,87,"Made up, Micro Area",102,6,CA,12,0.2000000000,25.0000000000,25.0000000000,25.0000000000,190.0000000000,200.0000000000,200.0000000000,50.0000000000,7.0000000000,1.5000000000,1.5000000000,0.0150000000,,,90.1000000000,,,3.1000000000,3.1000000000,-13.4400000000,4.4400000000,5.1700000000,5.6200000000,72.8000000000,33.5000000000,33333,58.0100000000,9.3300000000,32.3300000000
06069000802,2015,0,25900,84,"Made up, Micro Area",704,6,CA,12,0.2000000000,25.0000000000,25.0000000000,25.0000000000,190.0000000000,200.0000000000,200.0000000000,50.0000000000,7.0000000000,1.5000000000,1.5000000000,0.0150000000,,,90.1000000000,,,3.1000000000,3.1000000000,-13.4400000000,4.4400000000,5.1700000000,5.6200000000,72.8000000000,33.5000000000,33333,58.0100000000,9.3300000000,32.3300000000
1 GEOID10_TRACT year in100 msaid15 A msaname15 countyfips statefips stateusps pop ED_APENR ED_ATTAIN ED_COLLEGE ED_ECENROL ED_HSGRAD ED_MATH Third grade reading proficiency ED_SCHPOV ED_TEACHXP ED_PRXECE ED_PRXHQECE Percent low access to healthy food Percent impenetrable surface areas Summer days above 90F HE_HLTHINS HE_OZONE HE_PM25 HE_VACANCY HE_WALK HE_SUPRFND HE_RSEI SE_POVRATE SE_PUBLIC SE_HOME SE_OCC SE_MHE SE_EMPRAT SE_JOBPROX SE_SINGLE
2 15001021010 2015 0 25900 2 Hilo, HI Micro Area 15001 15 HI 1528 0.1899261800 20.9306340000 40.2508050000 58.0000000000 75.0283360000 169.2188100000 132.7394000000 76.8540880000 15.6538250000 1.0273454000 -5.3525348000 0.0321765850 91.0719530000 10.0154490000 1.9031702000 -13.8155110000 2.6162012000 24.8258710000 31.7182030000 78.6101380000 43.7814290000 30360 58.2020030000 5.0404000000 32.4159010000
3 15001021101 2015 0 25900 4 Hilo, HI Micro Area 15001 15 HI 433 0.2015089800 39.5533680000 37.1644330000 43.7999990000 66.2127690000 152.8964500000 152.4008000000 86.2977980000 6.9529324000 1.3696530000 -0.0197537470 0.0584802530 87.3994670000 8.1250000000 3.7242184000 -13.8155110000 2.0477815000 28.9167980000 26.3636360000 76.8484800000 39.1722790000 30968 59.7030750000 24.3119280000 51.2953340000
4 15001021402 2015 0 25900 6 Hilo, HI Micro Area 15001 15 HI 825 0.2525457700 25.1578960000 29.2249470000 59.5000000000 73.7396470000 155.7005000000 138.3826600000 67.2758410000 15.3872220000 2.0137198000 -1.3752689000 0.0468876600 95.2972790000 4.8293624000 6.9091167000 -13.8155110000 -0.3878991900 11.4337100000 19.0618020000 65.3015590000 30.9687670000 61926 89.9835820000 3.8922157000 46.8085100000
5 15001021800 2015 0 25900 8 Hilo, HI Micro Area 15001 15 HI 1399 0.1826577300 24.7472530000 26.1164550000 16.2999990000 76.7413410000 163.1518600000 186.3202800000 69.2822570000 2.4274187000 0.6304196700 -0.1245087700 0.0461176160 93.4117200000 13.6399060000 5.2165289000 -13.8155110000 -1.9774016000 14.3425040000 12.0707070000 68.7373730000 17.8891470000 71209 72.9902110000 14.1710300000 31.3364070000
6 15003010201 2015 1 46520 10 Urban Honolulu, HI Metro Area 15003 15 HI 1586 0.3262355900 31.2335190000 38.1880150000 53.0999980000 81.9343190000 263.1299700000 203.2172200000 58.4180180000 18.3911150000 1.8023838000 -0.2093867800 0.0698271750 90.3112640000 8.8028173000 10.0983580000 -13.8155110000 3.9325697000 9.5938101000 15.3647510000 51.4525490000 32.5877190000 72930 76.5251310000 32.7527810000 33.8129500000
7 15007040603 2015 0 28180 12 Kapaa, HI Micro Area 15007 15 HI 710 0.3217573500 34.5935750000 26.9131070000 29.9000000000 83.9192810000 219.1101400000 192.8455400000 45.7621310000 18.8732510000 1.3572797000 -13.8155110000 0.0303736330 90.8629460000 5.7142859000 6.2141290000 -13.8155110000 -3.3995571000 9.5723677000 8.5572138000 55.7213900000 27.3037550000 70639 80.0589370000 1.0885341000 43.5294110000
8 15007040604 2015 0 28180 14 Kapaa, HI Micro Area 15007 15 HI 639 0.3213492000 28.7210830000 21.3032890000 47.2000010000 84.0398100000 211.0873300000 183.0814800000 44.8632510000 16.4886360000 1.3866930000 -13.8155110000 0.0283296820 95.4563450000 8.3898830000 6.4129410000 -13.8155110000 -3.4551327000 18.2676660000 15.7275020000 56.6021840000 32.9291650000 69750 79.8629000000 2.5787966000 49.1289220000
9 15007040700 2015 0 28180 16 Kapaa, HI Micro Area 15007 15 HI 2101 0.2257254300 37.3111080000 21.7736360000 31.1000000000 83.5062480000 225.5370800000 179.8546400000 45.9002040000 13.3931940000 1.6256510000 -1.1560694000 0.0207271430 90.6197200000 9.1895151000 6.2517805000 -13.8155110000 -3.0142822000 7.5953355000 6.4549179000 67.2814180000 28.9595490000 82467 83.4867320000 4.3556356000 24.4994110000
10 15009030100 2015 0 27980 18 Kahului-Wailuku-Lahaina, HI Metro Area 15009 15 HI 361 0.1140028300 25.3853150000 16.3010810000 80.0000000000 89.5757980000 163.8899400000 158.1934500000 74.5342790000 12.4208780000 0.6730875400 -0.0356756300 0.0440458350 92.7496570000 12.5000000000 5.5044246000 -13.8155110000 0.6983343400 10.9501740000 7.5901327000 65.8444060000 28.7472040000 66161 87.4015730000 10.1990050000 31.4960630000
11 15009030201 2015 0 27980 20 Kahului-Wailuku-Lahaina, HI Metro Area 15009 15 HI 304 0.3610763000 23.8664990000 27.8072380000 100.0000000000 81.1670530000 213.0963400000 183.1507700000 58.9944080000 6.7822700000 2.2015967000 0.0413851890 0.0000000000 90.6270220000 3.1697340000 3.4708600000 -13.8155110000 1.0144377000 10.5798570000 8.5106382000 68.0851060000 36.8266410000 61048 70.6093220000 4.2774568000 49.1525420000
12 15009030402 2015 0 27980 22 Kahului-Wailuku-Lahaina, HI Metro Area 15009 15 HI 1685 0.3768204500 25.8798220000 34.9604720000 69.9000020000 79.8403630000 208.5855100000 165.8253500000 56.9929960000 12.2689750000 2.8912144000 0.6931471800 0.0167432700 94.9152530000 3.1778426000 7.3098612000 -13.8155110000 1.4903787000 7.6546302000 5.0015731000 69.9591060000 27.6414090000 80619 85.7456740000 4.9374290000 27.2051010000
13 15009030800 2015 0 27980 24 Kahului-Wailuku-Lahaina, HI Metro Area 15009 15 HI 2051 0.3132624300 28.6977020000 25.2963310000 58.4000020000 78.9907610000 184.0429400000 189.8833900000 50.4299890000 8.5740423000 3.5176146000 2.1515093000 0.0145107520 95.4700240000 2.7706735000 4.7154179000 -13.8155110000 4.4182396000 5.1701570000 5.6275120000 82.7601620000 33.0580600000 100117 85.9390640000 3.3368926000 23.8437820000
14 06027000800 2015 0 25900 98 Made up, Micro Area 704 6 CA 12 0.2000000000 25.0000000000 25.0000000000 25.0000000000 190.0000000000 200.0000000000 200.0000000000 50.0000000000 7.0000000000 1.5000000000 1.5000000000 0.0150000000 90.1000000000 3.1000000000 3.1000000000 -13.4400000000 4.4400000000 5.1700000000 5.6200000000 72.8000000000 33.5000000000 33333 58.0100000000 9.3300000000 32.3300000000
15 06061021322 2015 0 25900 87 Made up, Micro Area 102 6 CA 12 0.2000000000 25.0000000000 25.0000000000 25.0000000000 190.0000000000 200.0000000000 200.0000000000 50.0000000000 7.0000000000 1.5000000000 1.5000000000 0.0150000000 90.1000000000 3.1000000000 3.1000000000 -13.4400000000 4.4400000000 5.1700000000 5.6200000000 72.8000000000 33.5000000000 33333 58.0100000000 9.3300000000 32.3300000000
16 06069000802 2015 0 25900 84 Made up, Micro Area 704 6 CA 12 0.2000000000 25.0000000000 25.0000000000 25.0000000000 190.0000000000 200.0000000000 200.0000000000 50.0000000000 7.0000000000 1.5000000000 1.5000000000 0.0150000000 90.1000000000 3.1000000000 3.1000000000 -13.4400000000 4.4400000000 5.1700000000 5.6200000000 72.8000000000 33.5000000000 33333 58.0100000000 9.3300000000 32.3300000000

69
data/data-pipeline/data_pipeline/tests/sources/child_opportunity_index/test_etl.py Normal file
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@ -0,0 +1,69 @@
# pylint: disable=protected-access
import pathlib
from data_pipeline.etl.sources.child_opportunity_index.etl import (
ChildOpportunityIndex,
)
from data_pipeline.tests.sources.example.test_etl import TestETL
from data_pipeline.utils import get_module_logger
logger = get_module_logger(__name__)
class TestChildOpportunityIndexETL(TestETL):
"""Tests the COI ETL.
This uses pytest-snapshot.
To update individual snapshots: $ poetry run pytest
data_pipeline/tests/sources/child_opportunity_index/test_etl.py::TestClassNameETL::<testname>
--snapshot-update
"""
_ETL_CLASS = ChildOpportunityIndex
_SAMPLE_DATA_PATH = pathlib.Path(__file__).parents[0] / "data"
_SAMPLE_DATA_FILE_NAME = "raw.csv"
_SAMPLE_DATA_ZIP_FILE_NAME = "coi.zip"
_EXTRACT_TMP_FOLDER_NAME = "ChildOpportunityIndex"
_EXTRACT_CSV_FILE_NAME = "raw.csv"
def setup_method(self, _method, filename=__file__):
"""Invoke `setup_method` from Parent, but using the current file name.
This code can be copied identically between all child classes.
"""
super().setup_method(_method=_method, filename=filename)
def test_init(self, mock_etl, mock_paths):
"""Tests that the ChildOpportunityIndexETL class was initialized
correctly.
"""
etl = ChildOpportunityIndex()
data_path, _ = mock_paths
assert etl.DATA_PATH == data_path
assert etl.COLUMNS_TO_KEEP == [
"GEOID10_TRACT",
"Summer days above 90F",
"Percent low access to healthy food",
"Percent impenetrable surface areas",
"Third grade reading proficiency",
]
assert etl.GEOID_FIELD_NAME == "GEOID10"
assert etl.GEOID_TRACT_FIELD_NAME == "GEOID10_TRACT"
assert etl.TRACT_INPUT_COLUMN_NAME == "geoid"
assert etl.EXTREME_HEAT_INPUT_FIELD == "HE_HEAT"
assert etl.HEALTHY_FOOD_INPUT_FIELD == "HE_FOOD"
assert etl.IMPENETRABLE_SURFACES_INPUT_FIELD == "HE_GREEN"
assert etl.READING_INPUT_FIELD == "ED_READING"
def test_get_output_file_path(self, mock_etl, mock_paths):
"""Tests the right file name is returned."""
etl = self._get_instance_of_etl_class()
data_path, tmp_path = mock_paths
output_file_path = etl._get_output_file_path()
expected_output_file_path = (
data_path / "dataset" / "child_opportunity_index" / "usa.csv"
)
assert output_file_path == expected_output_file_path

10
data/data-pipeline/data_pipeline/tests/sources/data/us.geojson Normal file
View file

@ -0,0 +1,10 @@
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"type": "FeatureCollection",
"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:OGC:1.3:CRS84" } },
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}

0
data/data-pipeline/data_pipeline/tests/sources/doe_energy_burden/__init__.py Normal file
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BIN
data/data-pipeline/data_pipeline/tests/sources/doe_energy_burden/data/DOE_LEAD_AMI_TRACT_2018_ALL.csv.zip Normal file
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data/data-pipeline/data_pipeline/tests/sources/doe_energy_burden/data/extract.csv Normal file
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@ -0,0 +1,16 @@
ABV,FIP,BURDEN,QUANTILE
HI,15001021010,0.0380000000,30
HI,15001021101,0.0410000000,25
HI,15001021402,0.0240000000,66
HI,15001021800,0.0290000000,51
HI,15003010201,0.0270000000,58
HI,15007040603,0.0440000000,21
HI,15007040604,0.0330000000,40
HI,15007040700,0.0260000000,59
HI,15009030100,0.0350000000,37
HI,15009030201,0.0220000000,71
HI,15009030402,0.0200000000,75
HI,15009030800,0.0190000000,80
CA,6069000802,0.2000000000,70
CA,6061021322,0.5000000000,50
CA,6027000800,0.1990000000,30
1 ABV FIP BURDEN QUANTILE
2 HI 15001021010 0.0380000000 30
3 HI 15001021101 0.0410000000 25
4 HI 15001021402 0.0240000000 66
5 HI 15001021800 0.0290000000 51
6 HI 15003010201 0.0270000000 58
7 HI 15007040603 0.0440000000 21
8 HI 15007040604 0.0330000000 40
9 HI 15007040700 0.0260000000 59
10 HI 15009030100 0.0350000000 37
11 HI 15009030201 0.0220000000 71
12 HI 15009030402 0.0200000000 75
13 HI 15009030800 0.0190000000 80
14 CA 6069000802 0.2000000000 70
15 CA 6061021322 0.5000000000 50
16 CA 6027000800 0.1990000000 30

16
data/data-pipeline/data_pipeline/tests/sources/doe_energy_burden/data/output.csv Normal file
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@ -0,0 +1,16 @@
GEOID10_TRACT,Energy burden
15001021010,0.0380000000
15001021101,0.0410000000
15001021402,0.0240000000
15001021800,0.0290000000
15003010201,0.0270000000
15007040603,0.0440000000
15007040604,0.0330000000
15007040700,0.0260000000
15009030100,0.0350000000
15009030201,0.0220000000
15009030402,0.0200000000
15009030800,0.0190000000
06069000802,0.2000000000
06061021322,0.5000000000
06027000800,0.1990000000
1 GEOID10_TRACT Energy burden
2 15001021010 0.0380000000
3 15001021101 0.0410000000
4 15001021402 0.0240000000
5 15001021800 0.0290000000
6 15003010201 0.0270000000
7 15007040603 0.0440000000
8 15007040604 0.0330000000
9 15007040700 0.0260000000
10 15009030100 0.0350000000
11 15009030201 0.0220000000
12 15009030402 0.0200000000
13 15009030800 0.0190000000
14 06069000802 0.2000000000
15 06061021322 0.5000000000
16 06027000800 0.1990000000

16
data/data-pipeline/data_pipeline/tests/sources/doe_energy_burden/data/transform.csv Normal file
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@ -0,0 +1,16 @@
ABV,GEOID10_TRACT,Energy burden,QUANTILE
HI,15001021010,0.0380000000,30
HI,15001021101,0.0410000000,25
HI,15001021402,0.0240000000,66
HI,15001021800,0.0290000000,51
HI,15003010201,0.0270000000,58
HI,15007040603,0.0440000000,21
HI,15007040604,0.0330000000,40
HI,15007040700,0.0260000000,59
HI,15009030100,0.0350000000,37
HI,15009030201,0.0220000000,71
HI,15009030402,0.0200000000,75
HI,15009030800,0.0190000000,80
CA,06069000802,0.2000000000,70
CA,06061021322,0.5000000000,50
CA,06027000800,0.1990000000,30
1 ABV GEOID10_TRACT Energy burden QUANTILE
2 HI 15001021010 0.0380000000 30
3 HI 15001021101 0.0410000000 25
4 HI 15001021402 0.0240000000 66
5 HI 15001021800 0.0290000000 51
6 HI 15003010201 0.0270000000 58
7 HI 15007040603 0.0440000000 21
8 HI 15007040604 0.0330000000 40
9 HI 15007040700 0.0260000000 59
10 HI 15009030100 0.0350000000 37
11 HI 15009030201 0.0220000000 71
12 HI 15009030402 0.0200000000 75
13 HI 15009030800 0.0190000000 80
14 CA 06069000802 0.2000000000 70
15 CA 06061021322 0.5000000000 50
16 CA 06027000800 0.1990000000 30

59
data/data-pipeline/data_pipeline/tests/sources/doe_energy_burden/test_etl.py Normal file
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@ -0,0 +1,59 @@
# pylint: disable=protected-access
import pathlib
from data_pipeline.etl.sources.doe_energy_burden.etl import DOEEnergyBurden
from data_pipeline.tests.sources.example.test_etl import TestETL
from data_pipeline.utils import get_module_logger
logger = get_module_logger(__name__)
class TestDOEEnergyBurdenETL(TestETL):
"""Tests the COI ETL.
This uses pytest-snapshot.
To update individual snapshots: $ poetry run pytest
data_pipeline/tests/sources/doe_energy_burden/test_etl.py::TestClassNameETL::<testname>
--snapshot-update
"""
_ETL_CLASS = DOEEnergyBurden
_SAMPLE_DATA_PATH = pathlib.Path(__file__).parents[0] / "data"
_SAMPLE_DATA_FILE_NAME = "DOE_LEAD_AMI_TRACT_2018_ALL.csv"
_SAMPLE_DATA_ZIP_FILE_NAME = "DOE_LEAD_AMI_TRACT_2018_ALL.csv.zip"
_EXTRACT_TMP_FOLDER_NAME = "DOEEnergyBurden"
_EXTRACT_CSV_FILE_NAME = "extract.csv"
def setup_method(self, _method, filename=__file__):
"""Invoke `setup_method` from Parent, but using the current file name.
This code can be copied identically between all child classes.
"""
super().setup_method(_method=_method, filename=filename)
def test_init(self, mock_etl, mock_paths):
"""Tests that the ChildOpportunityIndexETL class was initialized
correctly.
"""
etl = DOEEnergyBurden()
data_path, _ = mock_paths
assert etl.DATA_PATH == data_path
assert etl.COLUMNS_TO_KEEP == ["GEOID10_TRACT", "Energy burden"]
assert etl.GEOID_FIELD_NAME == "GEOID10"
assert etl.GEOID_TRACT_FIELD_NAME == "GEOID10_TRACT"
assert etl.INPUT_GEOID_TRACT_FIELD_NAME == "FIP"
assert etl.INPUT_ENERGY_BURDEN_FIELD_NAME == "BURDEN"
assert etl.REVISED_ENERGY_BURDEN_FIELD_NAME == "Energy burden"
def test_get_output_file_path(self, mock_etl, mock_paths):
"""Tests the right file name is returned."""
etl = self._get_instance_of_etl_class()
data_path, tmp_path = mock_paths
output_file_path = etl._get_output_file_path()
expected_output_file_path = (
data_path / "dataset" / "doe_energy_burden" / "usa.csv"
)
assert output_file_path == expected_output_file_path

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GEOID10_TRACT,DOT Travel Barriers Score
06061021322,52.3684736425
06069000802,67.6807523475
15001021101,65.6905624925
15001021800,64.6348560575
15007040603,47.3085751425
15007040604,48.7634318775
15007040700,56.8031262775
15009030201,64.1950173025
15009030402,50.2530948600
15009030800,56.1490333775
15001021010,69.4901838075
15001021402,53.4854747375
15003010201,54.7191133125
15009030100,37.8950511525
06027000800,38.5533081475
1 GEOID10_TRACT DOT Travel Barriers Score
2 06061021322 52.3684736425
3 06069000802 67.6807523475
4 15001021101 65.6905624925
5 15001021800 64.6348560575
6 15007040603 47.3085751425
7 15007040604 48.7634318775
8 15007040700 56.8031262775
9 15009030201 64.1950173025
10 15009030402 50.2530948600
11 15009030800 56.1490333775
12 15001021010 69.4901838075
13 15001021402 53.4854747375
14 15003010201 54.7191133125
15 15009030100 37.8950511525
16 06027000800 38.5533081475

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import pathlib
import geopandas as gpd
from data_pipeline.etl.sources.dot_travel_composite.etl import (
TravelCompositeETL,
)
from data_pipeline.tests.sources.example.test_etl import TestETL
class TestTravelCompositeETL(TestETL):
_ETL_CLASS = TravelCompositeETL
_SAMPLE_DATA_PATH = pathlib.Path(__file__).parents[0] / "data"
_SAMPLE_DATA_FILE_NAME = "DOT_Disadvantage_Layer_Final_April2022.shp"
_SAMPLE_DATA_ZIP_FILE_NAME = "Shapefile_and_Metadata.zip"
_EXTRACT_TMP_FOLDER_NAME = "TravelCompositeETL"
def setup_method(self, _method, filename=__file__):
"""Invoke `setup_method` from Parent, but using the current file name.
This code can be copied identically between all child classes.
"""
super().setup_method(_method=_method, filename=filename)
def test_extract_produces_valid_data(self, mock_etl, mock_paths):
etl = self._setup_etl_instance_and_run_extract(
mock_etl=mock_etl,
mock_paths=mock_paths,
)
df = gpd.read_file(
etl.get_tmp_path() / self._SAMPLE_DATA_FILE_NAME,
dtype={etl.GEOID_TRACT_FIELD_NAME: str},
)
assert df.shape[0] == 30
assert df.shape[1] == 86
def test_transform_removes_blank_tracts(self, mock_etl, mock_paths):
etl: TravelCompositeETL = self._setup_etl_instance_and_run_extract(
mock_etl=mock_etl,
mock_paths=mock_paths,
)
etl.transform()
etl.load()
df = etl.get_data_frame()
assert df.shape[0] == 15
assert df.shape[1] == len(etl.COLUMNS_TO_KEEP)

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AMLIS Key State/Tribe County Congressional District Quadrangle Name Watershed HUC Code FIPS Code Latitude Longitude Funding Source / Program Problem Area Name Problem Area Number Planning Unit Name Planning Unit Number Problem Priority Problem Type Mining Type Ore Types Date Prepared Date Revised Private Owner % State Owner % Other Federal Owner % Park Service Owner % Forest Service Owner % Indian Owner % BLM Owner % Unfunded Standard Units Unfunded Costs Unfunded GPRA Acres Unfunded Metric Units Funded Standard Units Funded Costs Funded GPRA Acres Funded Metric Units Completed Standard Units Completed Costs Completed GPRA Acres Completed Metric Units Unnamed: 40
CA000001 CA MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 36.25161281807095 -117.11772856883819 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
CA000002 CA MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 36.5498780497345 -121.0070599015156 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
CA000003 CA MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 38.84602113669345 -121.40564726784282 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
HI000004 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 19.49784370888389 -155.10321769858746 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
HI000005 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 19.446650238354696 -154.89548634140738 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
HI000006 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 21.904412260968197 -159.43665201302525 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
HI000007 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 21.94208315793464 -159.52362041178708 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
HI000008 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 20.72796381691298 -156.14177664396527 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
HI000009 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 20.86486713282688 -156.2497797752935 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
HI000010 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 19.516629328900667 -155.91378867633992 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
HI000011 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 20.164406070883054 -155.81110884967674 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
HI000012 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 20.825369670478306 -156.33064622489087 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
HI000013 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 20.9170439162332 -156.54289869319305 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
HI000014 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 21.556464980367483 -157.89225964427064 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
HI000015 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 21.90754283544759 -159.48416846823164 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
1 AMLIS Key State/Tribe County Congressional District Quadrangle Name Watershed HUC Code FIPS Code Latitude Longitude Funding Source / Program Problem Area Name Problem Area Number Planning Unit Name Planning Unit Number Problem Priority Problem Type Mining Type Ore Types Date Prepared Date Revised Private Owner % State Owner % Other Federal Owner % Park Service Owner % Forest Service Owner % Indian Owner % BLM Owner % Unfunded Standard Units Unfunded Costs Unfunded GPRA Acres Unfunded Metric Units Funded Standard Units Funded Costs Funded GPRA Acres Funded Metric Units Completed Standard Units Completed Costs Completed GPRA Acres Completed Metric Units Unnamed: 40
2 CA000001 CA MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 36.25161281807095 -117.11772856883819 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
3 CA000002 CA MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 36.5498780497345 -121.0070599015156 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
4 CA000003 CA MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 38.84602113669345 -121.40564726784282 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
5 HI000004 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 19.49784370888389 -155.10321769858746 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
6 HI000005 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 19.446650238354696 -154.89548634140738 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
7 HI000006 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 21.904412260968197 -159.43665201302525 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
8 HI000007 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 21.94208315793464 -159.52362041178708 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
9 HI000008 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 20.72796381691298 -156.14177664396527 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
10 HI000009 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 20.86486713282688 -156.2497797752935 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
11 HI000010 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 19.516629328900667 -155.91378867633992 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
12 HI000011 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 20.164406070883054 -155.81110884967674 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
13 HI000012 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 20.825369670478306 -156.33064622489087 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
14 HI000013 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 20.9170439162332 -156.54289869319305 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
15 HI000014 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 21.556464980367483 -157.89225964427064 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0
16 HI000015 HI MATANUSKA-SUSITNA 1.0 ANCHORAGE C-8 02170 21.90754283544759 -159.48416846823164 FRA EAST HOUSTON MINE 1 HOUSTON 1 1 VO S 12/3/1986 12:00:00 AM 4/23/2014 6:40:28 PM 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 10000.0 0.2 2.0

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GEOID10_TRACT,Is there at least one abandoned mine in this census tract?
06027000800,True
06069000802,True
06061021322,True
15001021010,True
15001021101,True
15007040603,True
15007040700,True
15009030100,True
15009030201,True
15001021402,True
15001021800,True
15009030402,True
15009030800,True
15003010201,True
15007040604,True
1 GEOID10_TRACT Is there at least one abandoned mine in this census tract?
2 06027000800 True
3 06069000802 True
4 06061021322 True
5 15001021010 True
6 15001021101 True
7 15007040603 True
8 15007040700 True
9 15009030100 True
10 15009030201 True
11 15001021402 True
12 15001021800 True
13 15009030402 True
14 15009030800 True
15 15003010201 True
16 15007040604 True

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GEOID10_TRACT,Is there at least one abandoned mine in this census tract?
06027000800,True
06069000802,True
06061021322,True
15001021010,True
15001021101,True
15007040603,True
15007040700,True
15009030100,True
15009030201,True
15001021402,True
15001021800,True
15009030402,True
15009030800,True
15003010201,True
15007040604,True
1 GEOID10_TRACT Is there at least one abandoned mine in this census tract?
2 06027000800 True
3 06069000802 True
4 06061021322 True
5 15001021010 True
6 15001021101 True
7 15007040603 True
8 15007040700 True
9 15009030100 True
10 15009030201 True
11 15001021402 True
12 15001021800 True
13 15009030402 True
14 15009030800 True
15 15003010201 True
16 15007040604 True

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# pylint: disable=protected-access
import pathlib
from unittest import mock
from data_pipeline.etl.base import ValidGeoLevel
from data_pipeline.etl.sources.eamlis.etl import AbandonedMineETL
from data_pipeline.tests.sources.example.test_etl import TestETL
from data_pipeline.utils import get_module_logger
logger = get_module_logger(__name__)
def _fake_add_tracts_for_geometries(df):
"""The actual geojoin is too slow for tests. Use precomputed results."""
lookups = {
(-117.1177285688382, 36.25161281807095): "06027000800",
(-121.0070599015156, 36.5498780497345): "06069000802",
(-121.40564726784282, 38.84602113669345): "06061021322",
(-155.10321769858746, 19.49784370888389): "15001021010",
(-154.89548634140738, 19.446650238354696): "15001021101",
(-159.43665201302525, 21.9044122609682): "15007040603",
(-159.52362041178708, 21.94208315793464): "15007040700",
(-156.14177664396527, 20.72796381691298): "15009030100",
(-156.2497797752935, 20.86486713282688): "15009030201",
(-155.91378867633992, 19.516629328900667): "15001021402",
(-155.81110884967674, 20.164406070883054): "15001021800",
(-156.33064622489087, 20.825369670478302): "15009030402",
(-156.54289869319305, 20.9170439162332): "15009030800",
(-157.89225964427064, 21.556464980367483): "15003010201",
(-159.48416846823164, 21.90754283544759): "15007040604",
}
df["GEOID10_TRACT"] = df.geometry.apply(
lambda point: lookups[(point.x, point.y)]
)
return df
class TestAbandondedLandMineETL(TestETL):
"""Tests the Abandoned Mine Dataset ETL
This uses pytest-snapshot.
To update individual snapshots: $ poetry run pytest
data_pipeline/tests/sources/eamlis/test_etl.py::TestClassNameETL::<testname>
--snapshot-update
"""
_ETL_CLASS = AbandonedMineETL
_SAMPLE_DATA_PATH = pathlib.Path(__file__).parents[0] / "data"
_SAMPLE_DATA_FILE_NAME = "eAMLIS export of all data.tsv"
_SAMPLE_DATA_ZIP_FILE_NAME = "eAMLIS export of all data.tsv.zip"
_EXTRACT_TMP_FOLDER_NAME = "AbandonedMineETL"
def setup_method(self, _method, filename=__file__):
"""Invoke `setup_method` from Parent, but using the current file name.
This code can be copied identically between all child classes.
"""
super().setup_method(_method=_method, filename=filename)
def test_init(self, mock_etl, mock_paths):
"""Tests that the mock class instance was
initiliazed correctly.
"""
# setup
etl = self._get_instance_of_etl_class()
# validation
assert etl.GEOID_FIELD_NAME == "GEOID10"
assert etl.GEOID_TRACT_FIELD_NAME == "GEOID10_TRACT"
assert etl.NAME == "eamlis"
assert etl.GEO_LEVEL == ValidGeoLevel.CENSUS_TRACT
assert etl.COLUMNS_TO_KEEP == [
etl.GEOID_TRACT_FIELD_NAME,
etl.AML_BOOLEAN,
]
def test_get_output_file_path(self, mock_etl, mock_paths):
"""Tests the right file name is returned."""
etl = self._get_instance_of_etl_class()
data_path, tmp_path = mock_paths
output_file_path = etl._get_output_file_path()
expected_output_file_path = (
data_path / "dataset" / self._ETL_CLASS.NAME / "usa.csv"
)
assert output_file_path == expected_output_file_path
def test_fixtures_contain_shared_tract_ids_base(self, mock_etl, mock_paths):
with mock.patch(
"data_pipeline.etl.sources.eamlis.etl.add_tracts_for_geometries",
new=_fake_add_tracts_for_geometries,
):
return super().test_fixtures_contain_shared_tract_ids_base(
mock_etl, mock_paths
)
def test_transform_base(self, snapshot, mock_etl, mock_paths):
with mock.patch(
"data_pipeline.etl.sources.eamlis.etl.add_tracts_for_geometries",
new=_fake_add_tracts_for_geometries,
):
super().test_transform_base(
snapshot=snapshot, mock_etl=mock_etl, mock_paths=mock_paths
)
def test_transform_sets_output_df_base(self, mock_etl, mock_paths):
with mock.patch(
"data_pipeline.etl.sources.eamlis.etl.add_tracts_for_geometries",
new=_fake_add_tracts_for_geometries,
):
super().test_transform_sets_output_df_base(
mock_etl=mock_etl, mock_paths=mock_paths
)
def test_validate_base(self, mock_etl, mock_paths):
with mock.patch(
"data_pipeline.etl.sources.eamlis.etl.add_tracts_for_geometries",
new=_fake_add_tracts_for_geometries,
):
super().test_validate_base(mock_etl=mock_etl, mock_paths=mock_paths)
def test_full_etl_base(self, mock_etl, mock_paths):
with mock.patch(
"data_pipeline.etl.sources.eamlis.etl.add_tracts_for_geometries",
new=_fake_add_tracts_for_geometries,
):
return super().test_full_etl_base(mock_etl, mock_paths)
def test_get_data_frame_base(self, mock_etl, mock_paths):
with mock.patch(
"data_pipeline.etl.sources.eamlis.etl.add_tracts_for_geometries",
new=_fake_add_tracts_for_geometries,
):
return super().test_get_data_frame_base(mock_etl, mock_paths)
def test_tracts_without_fuds_not_in_results(self, mock_etl, mock_paths):
with mock.patch(
"data_pipeline.etl.sources.eamlis.etl.add_tracts_for_geometries",
new=_fake_add_tracts_for_geometries,
):
etl = self._setup_etl_instance_and_run_extract(
mock_etl=mock_etl, mock_paths=mock_paths
)
etl.transform()
etl.validate()
etl.load()
df = etl.get_data_frame()
assert len(df[etl.GEOID_TRACT_FIELD_NAME]) == len(
self._FIXTURES_SHARED_TRACT_IDS
)
def test_tract_id_lengths(self, mock_etl, mock_paths):
with mock.patch(
"data_pipeline.etl.sources.eamlis.etl.add_tracts_for_geometries",
new=_fake_add_tracts_for_geometries,
):
super().test_tract_id_lengths(mock_etl, mock_paths)

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OBJECTID,ID,ACSTOTPOP,ACSIPOVBAS,ACSEDUCBAS,ACSTOTHH,ACSTOTHU,ACSUNEMPBAS,MINORPOP,MINORPCT,LOWINCOME,LOWINCPCT,LESSHS,LESSHSPCT,LINGISO,LINGISOPCT,UNDER5,UNDER5PCT,OVER64,OVER64PCT,UNEMP,UNEMPPCT,PRE1960,PRE1960PCT,VULEOPCT,VULSVI6PCT,VULEO,VULSVI6,DISPEO,DISPSVI6,DSLPM,CANCER,RESP,PTRAF,PWDIS,PNPL,PRMP,PTSDF,OZONE,PM25,UST,D_LDPNT_2,D_DSLPM_2,D_CANCR_2,D_RESP_2,D_PTRAF_2,D_PWDIS_2,D_PNPL_2,D_PRMP_2,D_PTSDF_2,D_OZONE_2,D_PM25_2,D_UST_2,STATE_NAME,ST_ABBREV,REGION,P_MINORPCT,P_LWINCPCT,P_LESHSPCT,P_LNGISPCT,P_UNDR5PCT,P_OVR64PCT,P_UNEMP,P_UNEMPPCT,P_LDPNT,P_VULEOPCT,P_VULSVI6PCT,P_VULSVI6,P_DISPSVI6,P_DSLPM,P_CANCR,P_RESP,P_PTRAF,P_PWDIS,P_PNPL,P_PRMP,P_PTSDF,P_OZONE,P_PM25,P_UST,P_LDPNT_D2,P_DSLPM_D2,P_CANCR_D2,P_RESP_D2,P_PTRAF_D2,P_PWDIS_D2,P_PNPL_D2,P_PRMP_D2,P_PTSDF_D2,P_OZONE_D2,P_PM25_D2,P_UST_D2,B_MINORPCT,B_LWINCPCT,B_LESHSPCT,B_LNGISPCT,B_UNDR5PCT,B_OVR64PCT,B_UNEMP,B_UNEMPPCT,B_LDPNT,B_VULEOPCT,B_VULSVI6PCT,B_VULSVI6,B_DISPSVI6,B_DSLPM,B_CANCR,B_RESP,B_PTRAF,B_PWDIS,B_PNPL,B_PRMP,B_PTSDF,B_OZONE,B_PM25,B_UST,B_LDPNT_D2,B_DSLPM_D2,B_CANCR_D2,B_RESP_D2,B_PTRAF_D2,B_PWDIS_D2,B_PNPL_D2,B_PRMP_D2,B_PTSDF_D2,B_OZONE_D2,B_PM25_D2,B_UST_D2,T_MINORPCT,T_LWINCPCT,T_LESHSPCT,T_LNGISPCT,T_UNDR5PCT,T_OVR64PCT,T_UNEMPPCT,T_VULEOPCT,T_LDPNT,T_LDPNT_D2,T_DSLPM,T_DSLPM_D2,T_CANCR,T_CANCR_D2,T_RESP,T_RESP_D2,T_PTRAF,T_PTRAF_D2,T_PWDIS,T_PWDIS_D2,T_PNPL,T_PNPL_D2,T_PRMP,T_PRMP_D2,T_PTSDF,T_PTSDF_D2,T_OZONE,T_OZONE_D2,T_PM25,T_PM25_D2,T_UST,T_UST_D2,AREALAND,AREAWATER,NPL_CNT,TSDF_CNT,Shape_Length,Shape_Area
4529,6027000800,3054,3009,2337,1420,2067,1443,1218,0.3988212181,1210,0.4021269525,475,0.2032520325,134,0.0943661972,129,0.0422396857,747,0.2445972495,62,0.0429660430,763,0.3691340106,0.4004740853,0.2309005559,1223.0478564307,705.1702977293,135.9429095904,144.8520486255,0.0162608457,20.0000000000,0.2000000000,134.3731709435,0.0000000476,0.0088169702,0.0161739005,0.0231458734,59.8143830065,5.9332945205,0.0271801764,50.1811514356,2.2105466749,2718.8581918080,27.1885819181,18267.0798289539,0.0000064773,1.1986045786,2.1987270931,3.1465173743,8131.3412612630,806.5893205801,3.6949522625,California,CA,9,58.2565807824,70.8357682483,82.0300855712,83.4211514441,22.4791060804,91.4310072487,20.6342392033,44.8003303446,69.4492207493,64.4805710566,73.9747591523,41.2001973366,69.9936559849,0.4881982980,32.2031638835,14.4688811492,33.6358789383,2.7793036790,3.1380644255,0.3541522801,2.0598614138,97.6642425963,3.6388096802,6.3535808084,71.4956721564,59.1319320934,61.5316181718,60.9745786385,62.4689837463,62.0864910202,59.8317854029,59.0710337447,59.2599060994,64.9284478117,62.2619591744,60.9702180540,6,8,9,9,3,10,3,5,7,7,8,5,7,1,4,2,4,1,1,1,1,11,1,1,8,6,7,7,7,7,6,6,6,7,7,7,40% (58%ile),40% (70%ile),20% (82%ile),9% (83%ile),4% (22%ile),24% (91%ile),4% (44%ile),40% (64%ile),0.37 = fraction pre-1960 (69%ile),71%ile,0.0163 ug/m3 (0%ile),59%ile,20 lifetime risk per million (32%ile),61%ile,0.2 (14%ile),60%ile,130 daily vehicles/meters distance (33%ile),62%ile,0.000000048 toxicity-weighted concentration/meters distance (2%ile),62%ile,0.0088 sites/km distance (3%ile),59%ile,0.016 facilities/km distance (0%ile),59%ile,0.023 facilities/km distance (2%ile),59%ile,59.8 ppb (97%ile),64%ile,5.93 ug/m3 (3%ile),62%ile,0.027 facilities/sq km area (6%ile),60%ile,17743852489.0000000000,41257887.0000000000,0,1,969231.5231135677,27404749177.8422279358
8028,6061021322,20899,20874,13290,6549,6904,9172,9199,0.4401646012,3881,0.1859250743,825,0.0620767494,225,0.0343563903,1429,0.0683764773,2939,0.1406287382,312,0.0340165722,231,0.0334588644,0.3130448377,0.1552546718,6542.3240634282,3244.6673856589,-896.9052371663,-589.6780917541,0.1849562857,30.0000000000,0.5000000000,12.5173455346,0.2667203153,0.0687928975,0.4515663958,0.2027045525,52.7832287582,12.1102756164,0.0258826940,-30.0094307337,-165.8882612555,-26907.1571149896,-448.4526185832,-11226.8727654026,-239.2228476257,-61.7007100657,-405.0122653138,-181.8067747336,-47341.5543077505,-10861.7696239112,-23.2143238368,California,CA,9,61.7694531724,28.3124099080,32.2625612545,63.3138029183,65.9392366308,44.1611446180,92.1063805127,31.2336817151,19.3531578232,52.0599864076,48.1147912182,98.1253263672,8.5598852754,35.4160437794,83.7767623034,95.2520218071,6.7786023570,88.6613290583,53.5138135020,56.0049245976,28.8270859466,89.7745222973,94.2035706464,6.2511191138,43.0185694890,24.7769097248,17.2770098374,9.5647689629,49.9350307593,5.0850465016,20.5837755437,15.4478896201,34.6338200533,14.8104044330,10.3206402564,53.0011626680,7,3,4,7,7,5,10,4,2,6,5,11,1,4,9,11,1,9,6,6,3,9,10,1,5,3,2,1,5,1,3,2,4,2,2,6,44% (61%ile),19% (28%ile),6% (32%ile),3% (63%ile),7% (65%ile),14% (44%ile),3% (31%ile),31% (52%ile),0.033 = fraction pre-1960 (19%ile),43%ile,0.185 ug/m3 (35%ile),24%ile,30 lifetime risk per million (83%ile),17%ile,0.5 (95%ile),9%ile,13 daily vehicles/meters distance (6%ile),49%ile,0.27 toxicity-weighted concentration/meters distance (88%ile),5%ile,0.069 sites/km distance (53%ile),20%ile,0.45 facilities/km distance (56%ile),15%ile,0.2 facilities/km distance (28%ile),34%ile,52.8 ppb (89%ile),14%ile,12.1 ug/m3 (94%ile),10%ile,0.026 facilities/sq km area (6%ile),53%ile,258653359.0000000000,119890.0000000000,0,0,124755.3452199987,427225089.6229769588
8849,6069000802,3049,3045,2076,955,1119,1493,1247,0.4089865530,747,0.2453201970,307,0.1478805395,31,0.0324607330,240,0.0787143326,468,0.1534929485,93,0.0622906899,390,0.3485254692,0.3271533750,0.1778092173,997.4906403941,542.1403034316,-87.8345013597,-17.2605942492,0.0375346206,20.0000000000,0.2000000000,15.7944927934,,0.0396183204,0.0811927061,0.1674220356,47.0434058824,7.4113546849,0.0102735941,-30.6125607956,-3.2968346872,-1756.6900271942,-17.5669002719,-1387.3013987358,,-3.4798554127,-7.1315208575,-14.7054310128,-4132.0340979390,-650.9726431509,-0.9023760119,California,CA,9,59.1858457424,41.3904741949,69.9513617378,62.0187896062,79.0518001240,52.1216510370,37.3180569516,68.3483551403,67.5701406274,54.3994266601,57.9926859232,26.1831217492,58.7612911558,2.0014414700,32.2031638835,14.4688811492,8.1570460385,,34.5749415665,10.3739430074,25.1131375379,84.5333172848,19.2864164585,4.9410824602,42.8621394303,58.0471933934,56.5430390950,57.0023528116,55.7266348497,,54.6373148803,57.1359685902,54.8116596007,56.2167239668,56.9568759225,56.2801621878,6,5,7,7,8,6,4,7,7,6,6,3,6,1,4,2,1,0,4,2,3,9,2,1,5,6,6,6,6,0,6,6,6,6,6,6,41% (59%ile),25% (41%ile),15% (69%ile),3% (62%ile),8% (79%ile),15% (52%ile),6% (68%ile),33% (54%ile),0.35 = fraction pre-1960 (67%ile),42%ile,0.0375 ug/m3 (2%ile),58%ile,20 lifetime risk per million (32%ile),56%ile,0.2 (14%ile),57%ile,16 daily vehicles/meters distance (8%ile),55%ile,,,0.04 sites/km distance (34%ile),54%ile,0.081 facilities/km distance (10%ile),57%ile,0.17 facilities/km distance (25%ile),54%ile,47 ppb (84%ile),56%ile,7.41 ug/m3 (19%ile),56%ile,0.01 facilities/sq km area (4%ile),56%ile,2987635876.0000000000,3272257.0000000000,1,0,422237.6856758550,4643687820.1565904617
20324,15001021010,8606,8586,6124,3300,4089,3602,5362,0.6230536835,4430,0.5159562078,425,0.0693990856,36,0.0109090909,315,0.0366023704,1715,0.1992795724,502,0.1393670183,46,0.0112496943,0.5695049456,0.2425333351,4901.1595620778,2087.2418818153,1837.7590471768,508.2966127298,0.0067389217,10.0000000000,0.1000000000,0.1074143214,,0.0027318608,0.0478749209,0.0931096253,,,0.0259838494,20.6742274811,12.3845143014,18377.5904717679,183.7759047177,197.4016409694,,5.0205019537,87.9825690670,171.1130563323,,,47.7520542990,Hawaii,HI,9,74.7108013633,85.0291087110,36.7675143964,39.4832933303,15.2054293702,77.9602931979,98.1974410889,95.8100562593,9.2273848439,81.1726508957,76.5777942789,91.7961653862,85.2496673015,0.0699884723,1.8303662611,1.0748659980,0.5930748980,,0.1022787768,3.9663081684,14.5954101870,,,6.2654376121,66.8695670869,60.7245800447,74.1372134844,71.3832220072,58.5855777989,,62.7945832024,66.7236133386,67.8259227785,,,62.6039374599,8,9,4,4,2,8,11,11,1,9,8,10,9,1,1,1,1,0,1,1,2,0,0,1,7,7,8,8,6,0,7,7,7,0,0,7,62% (74%ile),52% (85%ile),7% (36%ile),1% (39%ile),4% (15%ile),20% (77%ile),14% (95%ile),57% (81%ile),0.011 = fraction pre-1960 (9%ile),66%ile,0.00674 ug/m3 (0%ile),60%ile,10 lifetime risk per million (1%ile),74%ile,0.1 (1%ile),71%ile,0.11 daily vehicles/meters distance (0%ile),58%ile,,,0.0027 sites/km distance (0%ile),62%ile,0.048 facilities/km distance (3%ile),66%ile,0.093 facilities/km distance (14%ile),67%ile,,,,,0.026 facilities/sq km area (6%ile),62%ile,151184621.0000000000,0.0000000000,0,0,71817.3979516648,171030272.0024483502
20327,15001021101,3054,3049,2569,1543,1958,1227,1086,0.3555992141,1450,0.4755657593,159,0.0618917867,30,0.0194426442,92,0.0301244270,909,0.2976424361,144,0.1173594132,33,0.0168539326,0.4155824867,0.2067110446,1269.1889143982,631.2955301209,182.0839675579,70.9772810171,0.0033713587,10.0000000000,0.1000000000,1.7167679255,,0.0025910486,0.2484740667,0.2746856427,,,0.0375389154,3.0688309139,0.6138703733,1820.8396755785,18.2083967558,312.5959152482,,0.4717884163,45.2431438983,50.0158516497,,,6.8352346500,Hawaii,HI,9,53.9485559986,80.7725127831,32.1386664749,50.6977998974,9.0084816593,96.6414513706,60.5643076662,92.9519087655,12.2637725970,66.3100091245,67.7573127614,34.5728724616,65.2982705045,0.0304238852,1.8303662611,1.0748659980,2.1438079687,,0.0856704529,41.7496844562,33.9762800526,,,7.1437776548,61.7192931562,58.8385531222,60.6418036749,60.2753222588,58.6611251941,,59.1844884925,63.7189045047,63.4569851575,,,61.1560978740,6,9,4,6,1,11,7,10,2,7,7,4,7,1,1,1,1,0,1,5,4,0,0,1,7,6,7,7,6,0,6,7,7,0,0,7,36% (53%ile),48% (80%ile),6% (32%ile),2% (50%ile),3% (9%ile),30% (96%ile),12% (92%ile),42% (66%ile),0.017 = fraction pre-1960 (12%ile),61%ile,0.00337 ug/m3 (0%ile),58%ile,10 lifetime risk per million (1%ile),60%ile,0.1 (1%ile),60%ile,1.7 daily vehicles/meters distance (2%ile),58%ile,,,0.0026 sites/km distance (0%ile),59%ile,0.25 facilities/km distance (41%ile),63%ile,0.27 facilities/km distance (33%ile),63%ile,,,,,0.038 facilities/sq km area (7%ile),61%ile,106332317.0000000000,11164968.0000000000,0,1,61396.6485753379,132838116.6897320002
20331,15001021402,3778,3755,2731,1374,1583,1803,3034,0.8030704076,705,0.1877496671,214,0.0783595752,56,0.0407569141,284,0.0751720487,933,0.2469560614,23,0.0127565169,276,0.1743524953,0.4954100374,0.2386774457,1871.6591211718,901.7233898617,526.8383978048,208.5726547229,0.0131608945,10.0000000000,0.1000000000,635.9981128640,,0.0033357209,0.0225482603,0.6278707343,,,0.5088713177,91.8555892572,6.9336645713,5268.3839780481,52.6838397805,335068.2267881447,,1.7573858477,11.8792893273,330.7864116735,,,268.0929496982,Hawaii,HI,9,84.7051677398,28.7308989413,41.8348284107,67.0398022547,74.9080519616,91.8116448026,3.9836481634,4.5613171192,47.5766504879,74.5975822746,75.7504514060,55.7976616902,73.4870488517,0.2827998785,1.8303662611,1.0748659980,72.8760884284,,0.2741900811,0.7727230166,47.2090589343,,,27.1111550629,75.5651255220,59.8939075539,64.0364159199,62.9860278691,78.3054903833,,60.2827950818,60.4356420863,71.4747506314,,,66.1787674526,9,3,5,7,8,10,1,1,5,8,8,6,8,1,1,1,8,0,1,1,5,0,0,3,8,6,7,7,8,0,7,7,8,0,0,7,80% (84%ile),19% (28%ile),8% (41%ile),4% (67%ile),8% (74%ile),25% (91%ile),1% (4%ile),50% (74%ile),0.17 = fraction pre-1960 (47%ile),75%ile,0.0132 ug/m3 (0%ile),59%ile,10 lifetime risk per million (1%ile),64%ile,0.1 (1%ile),62%ile,640 daily vehicles/meters distance (72%ile),78%ile,,,0.0033 sites/km distance (0%ile),60%ile,0.023 facilities/km distance (0%ile),60%ile,0.63 facilities/km distance (47%ile),71%ile,,,,,0.51 facilities/sq km area (27%ile),66%ile,41940841.0000000000,6313950.0000000000,0,1,49320.0395726063,54601507.7207057551
20340,15001021800,5998,5977,4357,2112,2631,3179,4020,0.6702234078,1613,0.2698678267,180,0.0413128299,76,0.0359848485,352,0.0586862287,1411,0.2352450817,241,0.0758100031,441,0.1676168757,0.4700456172,0.2185533706,2819.3336121800,1310.8831165809,684.2794304026,210.4283496771,0.0049503455,10.0000000000,0.1000000000,0.0743045071,,0.0038298946,0.0402733327,0.0410968274,,,0.1071290552,114.6967802385,3.3874195708,6842.7943040262,68.4279430403,50.8450457862,,2.6207181028,27.5582131707,28.1217136206,,,73.3062089025,Hawaii,HI,9,77.3411360526,46.5995830170,19.2008132329,64.3649112351,50.1501995746,89.5998226210,84.7007475319,78.6950985799,46.5822171086,72.0610072717,71.0200691830,75.5958544882,73.5619777633,0.0461211856,1.8303662611,1.0748659980,0.4752886632,,0.3337575583,2.8011103792,5.4042726335,,,11.7520153164,77.1764003076,59.3164619569,65.4523902797,64.1879137098,58.4409328484,,60.9620163260,62.2019174282,62.1288554973,,,63.2369902585,8,5,2,7,6,9,9,8,5,8,8,8,8,1,1,1,1,0,1,1,1,0,0,2,8,6,7,7,6,0,7,7,7,0,0,7,67% (77%ile),27% (46%ile),4% (19%ile),4% (64%ile),6% (50%ile),24% (89%ile),8% (78%ile),47% (72%ile),0.17 = fraction pre-1960 (46%ile),77%ile,0.00495 ug/m3 (0%ile),59%ile,10 lifetime risk per million (1%ile),65%ile,0.1 (1%ile),64%ile,0.074 daily vehicles/meters distance (0%ile),58%ile,,,0.0038 sites/km distance (0%ile),60%ile,0.04 facilities/km distance (2%ile),62%ile,0.041 facilities/km distance (5%ile),62%ile,,,,,0.11 facilities/sq km area (11%ile),63%ile,365110254.0000000000,37900489.0000000000,0,0,92961.9049100969,459707845.8010936975
20560,15003010201,4936,4798,3182,1441,1938,2266,3695,0.7485818476,1439,0.2999166319,231,0.0725958517,49,0.0340041638,476,0.0964343598,651,0.1318881686,115,0.0507502207,413,0.2131062951,0.5242492398,0.2305701706,2587.6942476032,1138.0943619037,830.6706662005,232.4850372225,0.0171119880,10.0000000000,0.1000000000,1493.8870892160,,0.0694550700,0.0548137804,0.4080845621,,,0.0995447326,177.0211481635,14.2144264416,8306.7066620049,83.0670666200,1240928.1836273719,,57.6942892272,45.5321994534,338.9838750865,,,82.6888893711,Hawaii,HI,9,81.7629198374,52.7224313484,38.5909198362,63.0702607098,91.9817357703,38.9013315993,48.2935747432,55.4563410918,53.0116816593,77.2470730276,73.8991238733,68.7030659293,74.5973100320,0.5552831600,1.8303662611,1.0748659980,88.8972054263,,53.8623224639,5.1063675682,39.9537688137,,,11.2751492958,80.6790478991,60.9966060167,66.7493132622,65.1696166202,90.1940360178,,78.6444132849,63.7434121326,71.6211763075,,,63.4227438652,9,6,4,7,10,4,5,6,6,8,8,7,8,1,1,1,9,0,6,1,4,0,0,2,9,7,7,7,10,0,8,7,8,0,0,7,75% (81%ile),30% (52%ile),7% (38%ile),3% (63%ile),10% (91%ile),13% (38%ile),5% (55%ile),52% (77%ile),0.21 = fraction pre-1960 (53%ile),80%ile,0.0171 ug/m3 (0%ile),60%ile,10 lifetime risk per million (1%ile),66%ile,0.1 (1%ile),65%ile,1500 daily vehicles/meters distance (88%ile),90%ile,,,0.069 sites/km distance (53%ile),78%ile,0.055 facilities/km distance (5%ile),63%ile,0.41 facilities/km distance (39%ile),71%ile,,,,,0.1 facilities/sq km area (11%ile),63%ile,66256288.0000000000,7249455.0000000000,0,0,42997.4044651793,85395519.3857139796
20614,15007040603,2984,2978,2104,1058,2064,1468,2011,0.6739276139,797,0.2676292814,138,0.0655893536,33,0.0311909263,168,0.0563002681,756,0.2533512064,64,0.0435967302,193,0.0935077519,0.4707784477,0.2246647750,1404.8028878442,670.3996884791,342.6152122150,122.9243592959,0.0225796264,10.0000000000,0.1000000000,255.5966484444,,0.0065810172,0.1042895043,0.5200441984,,,0.1610354485,32.0371782740,7.7361234992,3426.1521221502,34.2615212215,87571.2999482384,,2.2547565999,35.7311706322,178.1750534077,,,55.1731943631,Hawaii,HI,9,77.5456369017,46.0970850340,34.4418368771,61.1045870101,46.0008635792,92.7630589707,21.6211577108,45.6650954498,34.4080455626,72.1367523014,72.5017628853,38.1901457794,68.6478207991,0.9188048692,1.8303662611,1.0748659980,48.7907692784,,1.7474241413,15.4267424965,43.8004140051,,,14.6634418792,68.8698351102,60.0337698662,62.2468364816,61.5558275260,68.4712288534,,60.6727330898,62.8928664453,68.0134997705,,,62.8256530053,8,5,4,7,5,10,3,5,4,8,8,4,7,1,1,1,5,0,1,2,5,0,0,2,7,7,7,7,7,0,7,7,7,0,0,7,67% (77%ile),27% (46%ile),7% (34%ile),3% (61%ile),6% (46%ile),25% (92%ile),4% (45%ile),47% (72%ile),0.094 = fraction pre-1960 (34%ile),68%ile,0.0226 ug/m3 (0%ile),60%ile,10 lifetime risk per million (1%ile),62%ile,0.1 (1%ile),61%ile,260 daily vehicles/meters distance (48%ile),68%ile,,,0.0066 sites/km distance (1%ile),60%ile,0.1 facilities/km distance (15%ile),62%ile,0.52 facilities/km distance (43%ile),68%ile,,,,,0.16 facilities/sq km area (14%ile),62%ile,41255867.0000000000,7041518.0000000000,0,0,36855.9892981643,56378891.3118786365
20615,15007040604,3529,3458,2370,1187,1625,1757,2203,0.6242561632,1275,0.3687102371,133,0.0561181435,42,0.0353833193,333,0.0943610088,632,0.1790875602,109,0.0620375640,322,0.1981538462,0.4964832002,0.2263194054,1752.0892134182,798.6811814815,495.9027833594,151.2145472028,0.0297040750,10.0000000000,0.1000000000,464.0468169721,,0.0064334940,0.1282189641,0.3810520320,,,0.2277699060,98.2650438411,14.7303334730,4959.0278335940,49.5902783359,230122.1081455294,,3.1903875793,63.5841411863,188.9647632974,,,112.9517303753,Hawaii,HI,9,74.7796778307,65.5138546463,28.4761545436,63.9820945208,90.9928060818,67.6211097498,45.4287763592,68.1087856009,51.0102487547,74.6953085329,72.8443904311,48.6363888652,70.3699602168,1.3729134893,1.8303662611,1.0748659980,64.8054389268,,1.7014251995,20.6071512154,38.9237463430,,,17.5743663328,76.0259182532,61.0699450431,63.7308514802,62.7533582560,75.0094643983,,61.3999056181,65.1045697304,68.3212418487,,,64.0124628341,8,7,3,7,10,7,5,7,6,8,8,5,8,1,1,1,7,0,1,3,4,0,0,2,8,7,7,7,8,0,7,7,7,0,0,7,62% (74%ile),37% (65%ile),6% (28%ile),4% (63%ile),9% (90%ile),18% (67%ile),6% (68%ile),50% (74%ile),0.2 = fraction pre-1960 (51%ile),76%ile,0.0297 ug/m3 (1%ile),61%ile,10 lifetime risk per million (1%ile),63%ile,0.1 (1%ile),62%ile,460 daily vehicles/meters distance (64%ile),75%ile,,,0.0064 sites/km distance (1%ile),61%ile,0.13 facilities/km distance (20%ile),65%ile,0.38 facilities/km distance (38%ile),68%ile,,,,,0.23 facilities/sq km area (17%ile),64%ile,21724894.0000000000,2371158.0000000000,0,1,27760.3117775823,28129042.7970332205
20616,15007040700,9552,9523,6234,2895,3298,4974,7071,0.7402638191,1980,0.2079176730,309,0.0495668912,95,0.0328151986,772,0.0808207705,1834,0.1920016750,205,0.0412143144,346,0.1049120679,0.4740907460,0.2172310046,4528.5148062585,2074.9905558098,1128.3751689898,322.4823975128,0.0120486502,10.0000000000,0.1000000000,829.6297843840,,0.0062317499,0.2776903565,0.5315584393,,,0.8605507426,118.3801723682,13.5953976825,11283.7516898982,112.8375168990,936133.6481533048,,7.0317517976,313.3389029609,599.7973437979,,,971.0240895638,Hawaii,HI,9,81.2804870193,33.1925490446,24.3539720817,62.2442189921,81.2507708079,74.5290795692,78.3337372056,42.2880946853,36.4589583341,72.4690666385,70.6843205648,91.6638490724,78.6800785920,0.2182262554,1.8303662611,1.0748659980,78.8807149861,,1.6540510210,44.6852775053,44.1677595343,,,35.8025350464,77.4223719690,60.9007569981,69.0968995957,67.2008685709,87.5969776098,,64.0977043448,75.6532891441,75.2184280558,,,72.0462363568,9,4,3,7,9,8,8,5,4,8,8,10,8,1,1,1,8,0,1,5,5,0,0,4,8,7,7,7,9,0,7,8,8,0,0,8,74% (81%ile),21% (33%ile),5% (24%ile),3% (62%ile),8% (81%ile),19% (74%ile),4% (42%ile),47% (72%ile),0.1 = fraction pre-1960 (36%ile),77%ile,0.012 ug/m3 (0%ile),60%ile,10 lifetime risk per million (1%ile),69%ile,0.1 (1%ile),67%ile,830 daily vehicles/meters distance (78%ile),87%ile,,,0.0062 sites/km distance (1%ile),64%ile,0.28 facilities/km distance (44%ile),75%ile,0.53 facilities/km distance (44%ile),75%ile,,,,,0.86 facilities/sq km area (35%ile),72%ile,93005151.0000000000,5658877.0000000000,0,1,70950.4293149945,115233329.7073323578
20624,15009030100,1405,1374,980,467,796,729,1060,0.7544483986,400,0.2911208151,44,0.0448979592,0,0.0000000000,124,0.0882562278,342,0.2434163701,41,0.0562414266,170,0.2135678392,0.5227846069,0.2370232951,734.5123726346,333.0177296537,234.3871433253,75.2419798205,0.0026846006,10.0000000000,0.1000000000,,,0.0046765532,0.0398066625,0.0329594792,,,0.0973247551,50.0575557353,0.6292358547,2343.8714332533,23.4387143325,,,1.0961239415,9.3301699117,7.7252781836,,,22.8116713113,Hawaii,HI,9,82.0728020535,51.0042892937,21.4097431797,22.2149776961,87.3264635475,91.2196103997,10.4895772204,61.9590696975,53.0589655984,77.1174117652,75.3619764353,7.5930221772,65.5506156308,0.0292580509,1.8303662611,1.0748659980,,,0.7827594098,2.7444494654,3.8365691660,,,11.1452377410,71.4770935032,58.8413451490,61.1806956436,60.6714580607,,,59.7579323526,60.0938330974,59.9756316335,,,61.8121208766,9,6,3,3,9,10,2,7,6,8,8,1,7,1,1,1,0,0,1,1,1,0,0,2,8,6,7,7,0,0,6,7,6,0,0,7,75% (82%ile),29% (51%ile),4% (21%ile),0% (22%ile),9% (87%ile),24% (91%ile),6% (61%ile),52% (77%ile),0.21 = fraction pre-1960 (53%ile),71%ile,0.00268 ug/m3 (0%ile),58%ile,10 lifetime risk per million (1%ile),61%ile,0.1 (1%ile),60%ile,,,,,0.0047 sites/km distance (0%ile),59%ile,0.04 facilities/km distance (2%ile),60%ile,0.033 facilities/km distance (3%ile),59%ile,,,,,0.097 facilities/sq km area (11%ile),61%ile,555262221.0000000000,25398369.0000000000,0,0,165450.9181509207,667169893.1947253942
20625,15009030201,2340,2327,1879,842,1045,1395,992,0.4239316239,623,0.2677266867,62,0.0329962746,0,0.0000000000,150,0.0641025641,554,0.2367521368,133,0.0953405018,97,0.0928229665,0.3458291553,0.1709182144,809.2402234637,399.9486215874,-23.7085570230,-29.3718443271,0.0063521816,10.0000000000,0.1000000000,7.0868595222,,0.0053511202,0.1292001112,0.0908033666,,,0.0098923140,-2.2006985945,-0.1506010605,-237.0855702299,-2.3708557023,-168.0192130960,,-0.1268673373,-3.0631482031,-2.1528167944,,,-0.2345324900,Hawaii,HI,9,60.4734810662,46.1223337837,13.8610651481,22.2149776961,59.2951174656,89.9006101655,56.2295738392,87.6116027815,34.2663836750,57.2620275919,55.1869446757,12.9269845729,57.7176364334,0.0651806253,1.8303662611,1.0748659980,4.6368984700,,1.3707744996,20.8229399202,14.1722671160,,,4.9075810703,55.1341860078,58.6779670685,58.4263245996,58.4806520514,57.3658121936,,58.5702573228,58.1201119303,58.2216584263,,,56.4332033900,7,5,2,3,6,9,6,9,4,6,6,2,6,1,1,1,1,0,1,3,2,0,0,1,6,6,6,6,6,0,6,6,6,0,0,6,42% (60%ile),27% (46%ile),3% (13%ile),0% (22%ile),6% (59%ile),24% (89%ile),10% (87%ile),35% (57%ile),0.093 = fraction pre-1960 (34%ile),55%ile,0.00635 ug/m3 (0%ile),58%ile,10 lifetime risk per million (1%ile),58%ile,0.1 (1%ile),58%ile,7.1 daily vehicles/meters distance (4%ile),57%ile,,,0.0054 sites/km distance (1%ile),58%ile,0.13 facilities/km distance (20%ile),58%ile,0.091 facilities/km distance (14%ile),58%ile,,,,,0.0099 facilities/sq km area (4%ile),56%ile,118113265.0000000000,4116462.0000000000,0,0,68639.8224567451,140691933.2772550285
20629,15009030402,8562,8562,6540,3180,3473,4778,5420,0.6330296660,1535,0.1792805419,294,0.0449541284,39,0.0122641509,397,0.0463676711,1550,0.1810324690,210,0.0439514441,264,0.0760149726,0.4061551039,0.1828214379,3477.5000000000,1565.3171513473,429.7617698603,-5.5554252167,0.0153866969,10.0000000000,0.1000000000,233.6880574427,,0.0055146115,0.6633705951,0.5914191729,,,0.4432670413,32.6683291803,6.6126141119,4297.6176986027,42.9761769860,100430.1931617688,,2.3699691830,285.0913210180,254.1693504667,,,190.4992282028,Hawaii,HI,9,75.2886221409,26.8565530362,21.4439231945,41.5097856648,28.7449442824,68.6690121278,79.3833218173,46.1798708736,30.8409993308,65.1595288992,59.9703175674,82.9721886150,59.7346670413,0.4238414396,1.8303662611,1.0748659980,46.4851154373,,1.4363834459,65.6894718646,46.0793962757,,,25.2542546354,68.9789876320,59.8548490559,63.0853618909,62.2063722143,69.2554009969,,60.7689024131,74.9199434460,69.9134569074,,,65.2067338787,8,3,3,5,3,7,8,5,4,7,6,9,6,1,1,1,5,0,1,7,5,0,0,3,7,6,7,7,7,0,7,8,7,0,0,7,63% (75%ile),18% (26%ile),4% (21%ile),1% (41%ile),5% (28%ile),18% (68%ile),4% (46%ile),41% (65%ile),0.076 = fraction pre-1960 (30%ile),68%ile,0.0154 ug/m3 (0%ile),59%ile,10 lifetime risk per million (1%ile),63%ile,0.1 (1%ile),62%ile,230 daily vehicles/meters distance (46%ile),69%ile,,,0.0055 sites/km distance (1%ile),60%ile,0.66 facilities/km distance (65%ile),74%ile,0.59 facilities/km distance (46%ile),69%ile,,,,,0.44 facilities/sq km area (25%ile),65%ile,46066876.0000000000,109238.0000000000,0,1,49929.5140313853,53123180.2369696796
20639,15009030800,7879,7871,5174,2235,2335,4210,6161,0.7819520244,1091,0.1386100877,195,0.0376884422,3,0.0013422819,594,0.0753902780,1027,0.1303464907,163,0.0387173397,285,0.1220556745,0.4602810560,0.1942216008,3626.5544403507,1530.2719926347,821.9375850282,84.7096204381,0.0169064550,10.0000000000,0.1000000000,575.9991000531,0.0008675195,0.0061499864,1.0347888110,0.5999348163,,,0.0263640121,100.3221463525,13.8960508008,8219.3758502819,82.1937585028,473435.3092760353,0.7130468458,5.0549049971,850.5318163110,493.1089740953,,,21.6695724544,Hawaii,HI,9,83.5697361596,17.7978784355,16.7867123482,22.7576898463,75.1762179508,37.9999341618,67.3605976499,38.4952526223,39.4719140158,71.0499579469,63.9144112870,82.0845801288,66.2238170511,0.5328167647,1.8303662611,1.0748659980,70.4238972397,46.4801242962,1.6311542890,76.8934515139,46.3897571267,,,6.2894452647,76.1966079716,60.9434745816,66.6801583126,65.1083356253,81.3398307482,78.4421389238,62.8183222708,84.3474497827,73.9856189804,,,61.7713841743,9,2,2,3,8,4,7,4,4,8,7,9,7,1,1,1,8,5,1,8,5,0,0,1,8,7,7,7,9,8,7,9,8,0,0,7,78% (83%ile),14% (17%ile),4% (16%ile),0% (22%ile),8% (75%ile),13% (37%ile),4% (38%ile),46% (71%ile),0.12 = fraction pre-1960 (39%ile),76%ile,0.0169 ug/m3 (0%ile),60%ile,10 lifetime risk per million (1%ile),66%ile,0.1 (1%ile),65%ile,580 daily vehicles/meters distance (70%ile),81%ile,0.00087 toxicity-weighted concentration/meters distance (46%ile),78%ile,0.0061 sites/km distance (1%ile),62%ile,1 facilities/km distance (76%ile),84%ile,0.6 facilities/km distance (46%ile),73%ile,,,,,0.026 facilities/sq km area (6%ile),61%ile,141603534.0000000000,11781155.0000000000,0,0,80194.4536675024,176674254.7197769880
1 OBJECTID ID ACSTOTPOP ACSIPOVBAS ACSEDUCBAS ACSTOTHH ACSTOTHU ACSUNEMPBAS MINORPOP MINORPCT LOWINCOME LOWINCPCT LESSHS LESSHSPCT LINGISO LINGISOPCT UNDER5 UNDER5PCT OVER64 OVER64PCT UNEMP UNEMPPCT PRE1960 PRE1960PCT VULEOPCT VULSVI6PCT VULEO VULSVI6 DISPEO DISPSVI6 DSLPM CANCER RESP PTRAF PWDIS PNPL PRMP PTSDF OZONE PM25 UST D_LDPNT_2 D_DSLPM_2 D_CANCR_2 D_RESP_2 D_PTRAF_2 D_PWDIS_2 D_PNPL_2 D_PRMP_2 D_PTSDF_2 D_OZONE_2 D_PM25_2 D_UST_2 STATE_NAME ST_ABBREV REGION P_MINORPCT P_LWINCPCT P_LESHSPCT P_LNGISPCT P_UNDR5PCT P_OVR64PCT P_UNEMP P_UNEMPPCT P_LDPNT P_VULEOPCT P_VULSVI6PCT P_VULSVI6 P_DISPSVI6 P_DSLPM P_CANCR P_RESP P_PTRAF P_PWDIS P_PNPL P_PRMP P_PTSDF P_OZONE P_PM25 P_UST P_LDPNT_D2 P_DSLPM_D2 P_CANCR_D2 P_RESP_D2 P_PTRAF_D2 P_PWDIS_D2 P_PNPL_D2 P_PRMP_D2 P_PTSDF_D2 P_OZONE_D2 P_PM25_D2 P_UST_D2 B_MINORPCT B_LWINCPCT B_LESHSPCT B_LNGISPCT B_UNDR5PCT B_OVR64PCT B_UNEMP B_UNEMPPCT B_LDPNT B_VULEOPCT B_VULSVI6PCT B_VULSVI6 B_DISPSVI6 B_DSLPM B_CANCR B_RESP B_PTRAF B_PWDIS B_PNPL B_PRMP B_PTSDF B_OZONE B_PM25 B_UST B_LDPNT_D2 B_DSLPM_D2 B_CANCR_D2 B_RESP_D2 B_PTRAF_D2 B_PWDIS_D2 B_PNPL_D2 B_PRMP_D2 B_PTSDF_D2 B_OZONE_D2 B_PM25_D2 B_UST_D2 T_MINORPCT T_LWINCPCT T_LESHSPCT T_LNGISPCT T_UNDR5PCT T_OVR64PCT T_UNEMPPCT T_VULEOPCT T_LDPNT T_LDPNT_D2 T_DSLPM T_DSLPM_D2 T_CANCR T_CANCR_D2 T_RESP T_RESP_D2 T_PTRAF T_PTRAF_D2 T_PWDIS T_PWDIS_D2 T_PNPL T_PNPL_D2 T_PRMP T_PRMP_D2 T_PTSDF T_PTSDF_D2 T_OZONE T_OZONE_D2 T_PM25 T_PM25_D2 T_UST T_UST_D2 AREALAND AREAWATER NPL_CNT TSDF_CNT Shape_Length Shape_Area
2 4529 6027000800 3054 3009 2337 1420 2067 1443 1218 0.3988212181 1210 0.4021269525 475 0.2032520325 134 0.0943661972 129 0.0422396857 747 0.2445972495 62 0.0429660430 763 0.3691340106 0.4004740853 0.2309005559 1223.0478564307 705.1702977293 135.9429095904 144.8520486255 0.0162608457 20.0000000000 0.2000000000 134.3731709435 0.0000000476 0.0088169702 0.0161739005 0.0231458734 59.8143830065 5.9332945205 0.0271801764 50.1811514356 2.2105466749 2718.8581918080 27.1885819181 18267.0798289539 0.0000064773 1.1986045786 2.1987270931 3.1465173743 8131.3412612630 806.5893205801 3.6949522625 California CA 9 58.2565807824 70.8357682483 82.0300855712 83.4211514441 22.4791060804 91.4310072487 20.6342392033 44.8003303446 69.4492207493 64.4805710566 73.9747591523 41.2001973366 69.9936559849 0.4881982980 32.2031638835 14.4688811492 33.6358789383 2.7793036790 3.1380644255 0.3541522801 2.0598614138 97.6642425963 3.6388096802 6.3535808084 71.4956721564 59.1319320934 61.5316181718 60.9745786385 62.4689837463 62.0864910202 59.8317854029 59.0710337447 59.2599060994 64.9284478117 62.2619591744 60.9702180540 6 8 9 9 3 10 3 5 7 7 8 5 7 1 4 2 4 1 1 1 1 11 1 1 8 6 7 7 7 7 6 6 6 7 7 7 40% (58%ile) 40% (70%ile) 20% (82%ile) 9% (83%ile) 4% (22%ile) 24% (91%ile) 4% (44%ile) 40% (64%ile) 0.37 = fraction pre-1960 (69%ile) 71%ile 0.0163 ug/m3 (0%ile) 59%ile 20 lifetime risk per million (32%ile) 61%ile 0.2 (14%ile) 60%ile 130 daily vehicles/meters distance (33%ile) 62%ile 0.000000048 toxicity-weighted concentration/meters distance (2%ile) 62%ile 0.0088 sites/km distance (3%ile) 59%ile 0.016 facilities/km distance (0%ile) 59%ile 0.023 facilities/km distance (2%ile) 59%ile 59.8 ppb (97%ile) 64%ile 5.93 ug/m3 (3%ile) 62%ile 0.027 facilities/sq km area (6%ile) 60%ile 17743852489.0000000000 41257887.0000000000 0 1 969231.5231135677 27404749177.8422279358
3 8028 6061021322 20899 20874 13290 6549 6904 9172 9199 0.4401646012 3881 0.1859250743 825 0.0620767494 225 0.0343563903 1429 0.0683764773 2939 0.1406287382 312 0.0340165722 231 0.0334588644 0.3130448377 0.1552546718 6542.3240634282 3244.6673856589 -896.9052371663 -589.6780917541 0.1849562857 30.0000000000 0.5000000000 12.5173455346 0.2667203153 0.0687928975 0.4515663958 0.2027045525 52.7832287582 12.1102756164 0.0258826940 -30.0094307337 -165.8882612555 -26907.1571149896 -448.4526185832 -11226.8727654026 -239.2228476257 -61.7007100657 -405.0122653138 -181.8067747336 -47341.5543077505 -10861.7696239112 -23.2143238368 California CA 9 61.7694531724 28.3124099080 32.2625612545 63.3138029183 65.9392366308 44.1611446180 92.1063805127 31.2336817151 19.3531578232 52.0599864076 48.1147912182 98.1253263672 8.5598852754 35.4160437794 83.7767623034 95.2520218071 6.7786023570 88.6613290583 53.5138135020 56.0049245976 28.8270859466 89.7745222973 94.2035706464 6.2511191138 43.0185694890 24.7769097248 17.2770098374 9.5647689629 49.9350307593 5.0850465016 20.5837755437 15.4478896201 34.6338200533 14.8104044330 10.3206402564 53.0011626680 7 3 4 7 7 5 10 4 2 6 5 11 1 4 9 11 1 9 6 6 3 9 10 1 5 3 2 1 5 1 3 2 4 2 2 6 44% (61%ile) 19% (28%ile) 6% (32%ile) 3% (63%ile) 7% (65%ile) 14% (44%ile) 3% (31%ile) 31% (52%ile) 0.033 = fraction pre-1960 (19%ile) 43%ile 0.185 ug/m3 (35%ile) 24%ile 30 lifetime risk per million (83%ile) 17%ile 0.5 (95%ile) 9%ile 13 daily vehicles/meters distance (6%ile) 49%ile 0.27 toxicity-weighted concentration/meters distance (88%ile) 5%ile 0.069 sites/km distance (53%ile) 20%ile 0.45 facilities/km distance (56%ile) 15%ile 0.2 facilities/km distance (28%ile) 34%ile 52.8 ppb (89%ile) 14%ile 12.1 ug/m3 (94%ile) 10%ile 0.026 facilities/sq km area (6%ile) 53%ile 258653359.0000000000 119890.0000000000 0 0 124755.3452199987 427225089.6229769588
4 8849 6069000802 3049 3045 2076 955 1119 1493 1247 0.4089865530 747 0.2453201970 307 0.1478805395 31 0.0324607330 240 0.0787143326 468 0.1534929485 93 0.0622906899 390 0.3485254692 0.3271533750 0.1778092173 997.4906403941 542.1403034316 -87.8345013597 -17.2605942492 0.0375346206 20.0000000000 0.2000000000 15.7944927934 0.0396183204 0.0811927061 0.1674220356 47.0434058824 7.4113546849 0.0102735941 -30.6125607956 -3.2968346872 -1756.6900271942 -17.5669002719 -1387.3013987358 -3.4798554127 -7.1315208575 -14.7054310128 -4132.0340979390 -650.9726431509 -0.9023760119 California CA 9 59.1858457424 41.3904741949 69.9513617378 62.0187896062 79.0518001240 52.1216510370 37.3180569516 68.3483551403 67.5701406274 54.3994266601 57.9926859232 26.1831217492 58.7612911558 2.0014414700 32.2031638835 14.4688811492 8.1570460385 34.5749415665 10.3739430074 25.1131375379 84.5333172848 19.2864164585 4.9410824602 42.8621394303 58.0471933934 56.5430390950 57.0023528116 55.7266348497 54.6373148803 57.1359685902 54.8116596007 56.2167239668 56.9568759225 56.2801621878 6 5 7 7 8 6 4 7 7 6 6 3 6 1 4 2 1 0 4 2 3 9 2 1 5 6 6 6 6 0 6 6 6 6 6 6 41% (59%ile) 25% (41%ile) 15% (69%ile) 3% (62%ile) 8% (79%ile) 15% (52%ile) 6% (68%ile) 33% (54%ile) 0.35 = fraction pre-1960 (67%ile) 42%ile 0.0375 ug/m3 (2%ile) 58%ile 20 lifetime risk per million (32%ile) 56%ile 0.2 (14%ile) 57%ile 16 daily vehicles/meters distance (8%ile) 55%ile 0.04 sites/km distance (34%ile) 54%ile 0.081 facilities/km distance (10%ile) 57%ile 0.17 facilities/km distance (25%ile) 54%ile 47 ppb (84%ile) 56%ile 7.41 ug/m3 (19%ile) 56%ile 0.01 facilities/sq km area (4%ile) 56%ile 2987635876.0000000000 3272257.0000000000 1 0 422237.6856758550 4643687820.1565904617
5 20324 15001021010 8606 8586 6124 3300 4089 3602 5362 0.6230536835 4430 0.5159562078 425 0.0693990856 36 0.0109090909 315 0.0366023704 1715 0.1992795724 502 0.1393670183 46 0.0112496943 0.5695049456 0.2425333351 4901.1595620778 2087.2418818153 1837.7590471768 508.2966127298 0.0067389217 10.0000000000 0.1000000000 0.1074143214 0.0027318608 0.0478749209 0.0931096253 0.0259838494 20.6742274811 12.3845143014 18377.5904717679 183.7759047177 197.4016409694 5.0205019537 87.9825690670 171.1130563323 47.7520542990 Hawaii HI 9 74.7108013633 85.0291087110 36.7675143964 39.4832933303 15.2054293702 77.9602931979 98.1974410889 95.8100562593 9.2273848439 81.1726508957 76.5777942789 91.7961653862 85.2496673015 0.0699884723 1.8303662611 1.0748659980 0.5930748980 0.1022787768 3.9663081684 14.5954101870 6.2654376121 66.8695670869 60.7245800447 74.1372134844 71.3832220072 58.5855777989 62.7945832024 66.7236133386 67.8259227785 62.6039374599 8 9 4 4 2 8 11 11 1 9 8 10 9 1 1 1 1 0 1 1 2 0 0 1 7 7 8 8 6 0 7 7 7 0 0 7 62% (74%ile) 52% (85%ile) 7% (36%ile) 1% (39%ile) 4% (15%ile) 20% (77%ile) 14% (95%ile) 57% (81%ile) 0.011 = fraction pre-1960 (9%ile) 66%ile 0.00674 ug/m3 (0%ile) 60%ile 10 lifetime risk per million (1%ile) 74%ile 0.1 (1%ile) 71%ile 0.11 daily vehicles/meters distance (0%ile) 58%ile 0.0027 sites/km distance (0%ile) 62%ile 0.048 facilities/km distance (3%ile) 66%ile 0.093 facilities/km distance (14%ile) 67%ile 0.026 facilities/sq km area (6%ile) 62%ile 151184621.0000000000 0.0000000000 0 0 71817.3979516648 171030272.0024483502
6 20327 15001021101 3054 3049 2569 1543 1958 1227 1086 0.3555992141 1450 0.4755657593 159 0.0618917867 30 0.0194426442 92 0.0301244270 909 0.2976424361 144 0.1173594132 33 0.0168539326 0.4155824867 0.2067110446 1269.1889143982 631.2955301209 182.0839675579 70.9772810171 0.0033713587 10.0000000000 0.1000000000 1.7167679255 0.0025910486 0.2484740667 0.2746856427 0.0375389154 3.0688309139 0.6138703733 1820.8396755785 18.2083967558 312.5959152482 0.4717884163 45.2431438983 50.0158516497 6.8352346500 Hawaii HI 9 53.9485559986 80.7725127831 32.1386664749 50.6977998974 9.0084816593 96.6414513706 60.5643076662 92.9519087655 12.2637725970 66.3100091245 67.7573127614 34.5728724616 65.2982705045 0.0304238852 1.8303662611 1.0748659980 2.1438079687 0.0856704529 41.7496844562 33.9762800526 7.1437776548 61.7192931562 58.8385531222 60.6418036749 60.2753222588 58.6611251941 59.1844884925 63.7189045047 63.4569851575 61.1560978740 6 9 4 6 1 11 7 10 2 7 7 4 7 1 1 1 1 0 1 5 4 0 0 1 7 6 7 7 6 0 6 7 7 0 0 7 36% (53%ile) 48% (80%ile) 6% (32%ile) 2% (50%ile) 3% (9%ile) 30% (96%ile) 12% (92%ile) 42% (66%ile) 0.017 = fraction pre-1960 (12%ile) 61%ile 0.00337 ug/m3 (0%ile) 58%ile 10 lifetime risk per million (1%ile) 60%ile 0.1 (1%ile) 60%ile 1.7 daily vehicles/meters distance (2%ile) 58%ile 0.0026 sites/km distance (0%ile) 59%ile 0.25 facilities/km distance (41%ile) 63%ile 0.27 facilities/km distance (33%ile) 63%ile 0.038 facilities/sq km area (7%ile) 61%ile 106332317.0000000000 11164968.0000000000 0 1 61396.6485753379 132838116.6897320002
7 20331 15001021402 3778 3755 2731 1374 1583 1803 3034 0.8030704076 705 0.1877496671 214 0.0783595752 56 0.0407569141 284 0.0751720487 933 0.2469560614 23 0.0127565169 276 0.1743524953 0.4954100374 0.2386774457 1871.6591211718 901.7233898617 526.8383978048 208.5726547229 0.0131608945 10.0000000000 0.1000000000 635.9981128640 0.0033357209 0.0225482603 0.6278707343 0.5088713177 91.8555892572 6.9336645713 5268.3839780481 52.6838397805 335068.2267881447 1.7573858477 11.8792893273 330.7864116735 268.0929496982 Hawaii HI 9 84.7051677398 28.7308989413 41.8348284107 67.0398022547 74.9080519616 91.8116448026 3.9836481634 4.5613171192 47.5766504879 74.5975822746 75.7504514060 55.7976616902 73.4870488517 0.2827998785 1.8303662611 1.0748659980 72.8760884284 0.2741900811 0.7727230166 47.2090589343 27.1111550629 75.5651255220 59.8939075539 64.0364159199 62.9860278691 78.3054903833 60.2827950818 60.4356420863 71.4747506314 66.1787674526 9 3 5 7 8 10 1 1 5 8 8 6 8 1 1 1 8 0 1 1 5 0 0 3 8 6 7 7 8 0 7 7 8 0 0 7 80% (84%ile) 19% (28%ile) 8% (41%ile) 4% (67%ile) 8% (74%ile) 25% (91%ile) 1% (4%ile) 50% (74%ile) 0.17 = fraction pre-1960 (47%ile) 75%ile 0.0132 ug/m3 (0%ile) 59%ile 10 lifetime risk per million (1%ile) 64%ile 0.1 (1%ile) 62%ile 640 daily vehicles/meters distance (72%ile) 78%ile 0.0033 sites/km distance (0%ile) 60%ile 0.023 facilities/km distance (0%ile) 60%ile 0.63 facilities/km distance (47%ile) 71%ile 0.51 facilities/sq km area (27%ile) 66%ile 41940841.0000000000 6313950.0000000000 0 1 49320.0395726063 54601507.7207057551
8 20340 15001021800 5998 5977 4357 2112 2631 3179 4020 0.6702234078 1613 0.2698678267 180 0.0413128299 76 0.0359848485 352 0.0586862287 1411 0.2352450817 241 0.0758100031 441 0.1676168757 0.4700456172 0.2185533706 2819.3336121800 1310.8831165809 684.2794304026 210.4283496771 0.0049503455 10.0000000000 0.1000000000 0.0743045071 0.0038298946 0.0402733327 0.0410968274 0.1071290552 114.6967802385 3.3874195708 6842.7943040262 68.4279430403 50.8450457862 2.6207181028 27.5582131707 28.1217136206 73.3062089025 Hawaii HI 9 77.3411360526 46.5995830170 19.2008132329 64.3649112351 50.1501995746 89.5998226210 84.7007475319 78.6950985799 46.5822171086 72.0610072717 71.0200691830 75.5958544882 73.5619777633 0.0461211856 1.8303662611 1.0748659980 0.4752886632 0.3337575583 2.8011103792 5.4042726335 11.7520153164 77.1764003076 59.3164619569 65.4523902797 64.1879137098 58.4409328484 60.9620163260 62.2019174282 62.1288554973 63.2369902585 8 5 2 7 6 9 9 8 5 8 8 8 8 1 1 1 1 0 1 1 1 0 0 2 8 6 7 7 6 0 7 7 7 0 0 7 67% (77%ile) 27% (46%ile) 4% (19%ile) 4% (64%ile) 6% (50%ile) 24% (89%ile) 8% (78%ile) 47% (72%ile) 0.17 = fraction pre-1960 (46%ile) 77%ile 0.00495 ug/m3 (0%ile) 59%ile 10 lifetime risk per million (1%ile) 65%ile 0.1 (1%ile) 64%ile 0.074 daily vehicles/meters distance (0%ile) 58%ile 0.0038 sites/km distance (0%ile) 60%ile 0.04 facilities/km distance (2%ile) 62%ile 0.041 facilities/km distance (5%ile) 62%ile 0.11 facilities/sq km area (11%ile) 63%ile 365110254.0000000000 37900489.0000000000 0 0 92961.9049100969 459707845.8010936975
9 20560 15003010201 4936 4798 3182 1441 1938 2266 3695 0.7485818476 1439 0.2999166319 231 0.0725958517 49 0.0340041638 476 0.0964343598 651 0.1318881686 115 0.0507502207 413 0.2131062951 0.5242492398 0.2305701706 2587.6942476032 1138.0943619037 830.6706662005 232.4850372225 0.0171119880 10.0000000000 0.1000000000 1493.8870892160 0.0694550700 0.0548137804 0.4080845621 0.0995447326 177.0211481635 14.2144264416 8306.7066620049 83.0670666200 1240928.1836273719 57.6942892272 45.5321994534 338.9838750865 82.6888893711 Hawaii HI 9 81.7629198374 52.7224313484 38.5909198362 63.0702607098 91.9817357703 38.9013315993 48.2935747432 55.4563410918 53.0116816593 77.2470730276 73.8991238733 68.7030659293 74.5973100320 0.5552831600 1.8303662611 1.0748659980 88.8972054263 53.8623224639 5.1063675682 39.9537688137 11.2751492958 80.6790478991 60.9966060167 66.7493132622 65.1696166202 90.1940360178 78.6444132849 63.7434121326 71.6211763075 63.4227438652 9 6 4 7 10 4 5 6 6 8 8 7 8 1 1 1 9 0 6 1 4 0 0 2 9 7 7 7 10 0 8 7 8 0 0 7 75% (81%ile) 30% (52%ile) 7% (38%ile) 3% (63%ile) 10% (91%ile) 13% (38%ile) 5% (55%ile) 52% (77%ile) 0.21 = fraction pre-1960 (53%ile) 80%ile 0.0171 ug/m3 (0%ile) 60%ile 10 lifetime risk per million (1%ile) 66%ile 0.1 (1%ile) 65%ile 1500 daily vehicles/meters distance (88%ile) 90%ile 0.069 sites/km distance (53%ile) 78%ile 0.055 facilities/km distance (5%ile) 63%ile 0.41 facilities/km distance (39%ile) 71%ile 0.1 facilities/sq km area (11%ile) 63%ile 66256288.0000000000 7249455.0000000000 0 0 42997.4044651793 85395519.3857139796
10 20614 15007040603 2984 2978 2104 1058 2064 1468 2011 0.6739276139 797 0.2676292814 138 0.0655893536 33 0.0311909263 168 0.0563002681 756 0.2533512064 64 0.0435967302 193 0.0935077519 0.4707784477 0.2246647750 1404.8028878442 670.3996884791 342.6152122150 122.9243592959 0.0225796264 10.0000000000 0.1000000000 255.5966484444 0.0065810172 0.1042895043 0.5200441984 0.1610354485 32.0371782740 7.7361234992 3426.1521221502 34.2615212215 87571.2999482384 2.2547565999 35.7311706322 178.1750534077 55.1731943631 Hawaii HI 9 77.5456369017 46.0970850340 34.4418368771 61.1045870101 46.0008635792 92.7630589707 21.6211577108 45.6650954498 34.4080455626 72.1367523014 72.5017628853 38.1901457794 68.6478207991 0.9188048692 1.8303662611 1.0748659980 48.7907692784 1.7474241413 15.4267424965 43.8004140051 14.6634418792 68.8698351102 60.0337698662 62.2468364816 61.5558275260 68.4712288534 60.6727330898 62.8928664453 68.0134997705 62.8256530053 8 5 4 7 5 10 3 5 4 8 8 4 7 1 1 1 5 0 1 2 5 0 0 2 7 7 7 7 7 0 7 7 7 0 0 7 67% (77%ile) 27% (46%ile) 7% (34%ile) 3% (61%ile) 6% (46%ile) 25% (92%ile) 4% (45%ile) 47% (72%ile) 0.094 = fraction pre-1960 (34%ile) 68%ile 0.0226 ug/m3 (0%ile) 60%ile 10 lifetime risk per million (1%ile) 62%ile 0.1 (1%ile) 61%ile 260 daily vehicles/meters distance (48%ile) 68%ile 0.0066 sites/km distance (1%ile) 60%ile 0.1 facilities/km distance (15%ile) 62%ile 0.52 facilities/km distance (43%ile) 68%ile 0.16 facilities/sq km area (14%ile) 62%ile 41255867.0000000000 7041518.0000000000 0 0 36855.9892981643 56378891.3118786365
11 20615 15007040604 3529 3458 2370 1187 1625 1757 2203 0.6242561632 1275 0.3687102371 133 0.0561181435 42 0.0353833193 333 0.0943610088 632 0.1790875602 109 0.0620375640 322 0.1981538462 0.4964832002 0.2263194054 1752.0892134182 798.6811814815 495.9027833594 151.2145472028 0.0297040750 10.0000000000 0.1000000000 464.0468169721 0.0064334940 0.1282189641 0.3810520320 0.2277699060 98.2650438411 14.7303334730 4959.0278335940 49.5902783359 230122.1081455294 3.1903875793 63.5841411863 188.9647632974 112.9517303753 Hawaii HI 9 74.7796778307 65.5138546463 28.4761545436 63.9820945208 90.9928060818 67.6211097498 45.4287763592 68.1087856009 51.0102487547 74.6953085329 72.8443904311 48.6363888652 70.3699602168 1.3729134893 1.8303662611 1.0748659980 64.8054389268 1.7014251995 20.6071512154 38.9237463430 17.5743663328 76.0259182532 61.0699450431 63.7308514802 62.7533582560 75.0094643983 61.3999056181 65.1045697304 68.3212418487 64.0124628341 8 7 3 7 10 7 5 7 6 8 8 5 8 1 1 1 7 0 1 3 4 0 0 2 8 7 7 7 8 0 7 7 7 0 0 7 62% (74%ile) 37% (65%ile) 6% (28%ile) 4% (63%ile) 9% (90%ile) 18% (67%ile) 6% (68%ile) 50% (74%ile) 0.2 = fraction pre-1960 (51%ile) 76%ile 0.0297 ug/m3 (1%ile) 61%ile 10 lifetime risk per million (1%ile) 63%ile 0.1 (1%ile) 62%ile 460 daily vehicles/meters distance (64%ile) 75%ile 0.0064 sites/km distance (1%ile) 61%ile 0.13 facilities/km distance (20%ile) 65%ile 0.38 facilities/km distance (38%ile) 68%ile 0.23 facilities/sq km area (17%ile) 64%ile 21724894.0000000000 2371158.0000000000 0 1 27760.3117775823 28129042.7970332205
12 20616 15007040700 9552 9523 6234 2895 3298 4974 7071 0.7402638191 1980 0.2079176730 309 0.0495668912 95 0.0328151986 772 0.0808207705 1834 0.1920016750 205 0.0412143144 346 0.1049120679 0.4740907460 0.2172310046 4528.5148062585 2074.9905558098 1128.3751689898 322.4823975128 0.0120486502 10.0000000000 0.1000000000 829.6297843840 0.0062317499 0.2776903565 0.5315584393 0.8605507426 118.3801723682 13.5953976825 11283.7516898982 112.8375168990 936133.6481533048 7.0317517976 313.3389029609 599.7973437979 971.0240895638 Hawaii HI 9 81.2804870193 33.1925490446 24.3539720817 62.2442189921 81.2507708079 74.5290795692 78.3337372056 42.2880946853 36.4589583341 72.4690666385 70.6843205648 91.6638490724 78.6800785920 0.2182262554 1.8303662611 1.0748659980 78.8807149861 1.6540510210 44.6852775053 44.1677595343 35.8025350464 77.4223719690 60.9007569981 69.0968995957 67.2008685709 87.5969776098 64.0977043448 75.6532891441 75.2184280558 72.0462363568 9 4 3 7 9 8 8 5 4 8 8 10 8 1 1 1 8 0 1 5 5 0 0 4 8 7 7 7 9 0 7 8 8 0 0 8 74% (81%ile) 21% (33%ile) 5% (24%ile) 3% (62%ile) 8% (81%ile) 19% (74%ile) 4% (42%ile) 47% (72%ile) 0.1 = fraction pre-1960 (36%ile) 77%ile 0.012 ug/m3 (0%ile) 60%ile 10 lifetime risk per million (1%ile) 69%ile 0.1 (1%ile) 67%ile 830 daily vehicles/meters distance (78%ile) 87%ile 0.0062 sites/km distance (1%ile) 64%ile 0.28 facilities/km distance (44%ile) 75%ile 0.53 facilities/km distance (44%ile) 75%ile 0.86 facilities/sq km area (35%ile) 72%ile 93005151.0000000000 5658877.0000000000 0 1 70950.4293149945 115233329.7073323578
13 20624 15009030100 1405 1374 980 467 796 729 1060 0.7544483986 400 0.2911208151 44 0.0448979592 0 0.0000000000 124 0.0882562278 342 0.2434163701 41 0.0562414266 170 0.2135678392 0.5227846069 0.2370232951 734.5123726346 333.0177296537 234.3871433253 75.2419798205 0.0026846006 10.0000000000 0.1000000000 0.0046765532 0.0398066625 0.0329594792 0.0973247551 50.0575557353 0.6292358547 2343.8714332533 23.4387143325 1.0961239415 9.3301699117 7.7252781836 22.8116713113 Hawaii HI 9 82.0728020535 51.0042892937 21.4097431797 22.2149776961 87.3264635475 91.2196103997 10.4895772204 61.9590696975 53.0589655984 77.1174117652 75.3619764353 7.5930221772 65.5506156308 0.0292580509 1.8303662611 1.0748659980 0.7827594098 2.7444494654 3.8365691660 11.1452377410 71.4770935032 58.8413451490 61.1806956436 60.6714580607 59.7579323526 60.0938330974 59.9756316335 61.8121208766 9 6 3 3 9 10 2 7 6 8 8 1 7 1 1 1 0 0 1 1 1 0 0 2 8 6 7 7 0 0 6 7 6 0 0 7 75% (82%ile) 29% (51%ile) 4% (21%ile) 0% (22%ile) 9% (87%ile) 24% (91%ile) 6% (61%ile) 52% (77%ile) 0.21 = fraction pre-1960 (53%ile) 71%ile 0.00268 ug/m3 (0%ile) 58%ile 10 lifetime risk per million (1%ile) 61%ile 0.1 (1%ile) 60%ile 0.0047 sites/km distance (0%ile) 59%ile 0.04 facilities/km distance (2%ile) 60%ile 0.033 facilities/km distance (3%ile) 59%ile 0.097 facilities/sq km area (11%ile) 61%ile 555262221.0000000000 25398369.0000000000 0 0 165450.9181509207 667169893.1947253942
14 20625 15009030201 2340 2327 1879 842 1045 1395 992 0.4239316239 623 0.2677266867 62 0.0329962746 0 0.0000000000 150 0.0641025641 554 0.2367521368 133 0.0953405018 97 0.0928229665 0.3458291553 0.1709182144 809.2402234637 399.9486215874 -23.7085570230 -29.3718443271 0.0063521816 10.0000000000 0.1000000000 7.0868595222 0.0053511202 0.1292001112 0.0908033666 0.0098923140 -2.2006985945 -0.1506010605 -237.0855702299 -2.3708557023 -168.0192130960 -0.1268673373 -3.0631482031 -2.1528167944 -0.2345324900 Hawaii HI 9 60.4734810662 46.1223337837 13.8610651481 22.2149776961 59.2951174656 89.9006101655 56.2295738392 87.6116027815 34.2663836750 57.2620275919 55.1869446757 12.9269845729 57.7176364334 0.0651806253 1.8303662611 1.0748659980 4.6368984700 1.3707744996 20.8229399202 14.1722671160 4.9075810703 55.1341860078 58.6779670685 58.4263245996 58.4806520514 57.3658121936 58.5702573228 58.1201119303 58.2216584263 56.4332033900 7 5 2 3 6 9 6 9 4 6 6 2 6 1 1 1 1 0 1 3 2 0 0 1 6 6 6 6 6 0 6 6 6 0 0 6 42% (60%ile) 27% (46%ile) 3% (13%ile) 0% (22%ile) 6% (59%ile) 24% (89%ile) 10% (87%ile) 35% (57%ile) 0.093 = fraction pre-1960 (34%ile) 55%ile 0.00635 ug/m3 (0%ile) 58%ile 10 lifetime risk per million (1%ile) 58%ile 0.1 (1%ile) 58%ile 7.1 daily vehicles/meters distance (4%ile) 57%ile 0.0054 sites/km distance (1%ile) 58%ile 0.13 facilities/km distance (20%ile) 58%ile 0.091 facilities/km distance (14%ile) 58%ile 0.0099 facilities/sq km area (4%ile) 56%ile 118113265.0000000000 4116462.0000000000 0 0 68639.8224567451 140691933.2772550285
15 20629 15009030402 8562 8562 6540 3180 3473 4778 5420 0.6330296660 1535 0.1792805419 294 0.0449541284 39 0.0122641509 397 0.0463676711 1550 0.1810324690 210 0.0439514441 264 0.0760149726 0.4061551039 0.1828214379 3477.5000000000 1565.3171513473 429.7617698603 -5.5554252167 0.0153866969 10.0000000000 0.1000000000 233.6880574427 0.0055146115 0.6633705951 0.5914191729 0.4432670413 32.6683291803 6.6126141119 4297.6176986027 42.9761769860 100430.1931617688 2.3699691830 285.0913210180 254.1693504667 190.4992282028 Hawaii HI 9 75.2886221409 26.8565530362 21.4439231945 41.5097856648 28.7449442824 68.6690121278 79.3833218173 46.1798708736 30.8409993308 65.1595288992 59.9703175674 82.9721886150 59.7346670413 0.4238414396 1.8303662611 1.0748659980 46.4851154373 1.4363834459 65.6894718646 46.0793962757 25.2542546354 68.9789876320 59.8548490559 63.0853618909 62.2063722143 69.2554009969 60.7689024131 74.9199434460 69.9134569074 65.2067338787 8 3 3 5 3 7 8 5 4 7 6 9 6 1 1 1 5 0 1 7 5 0 0 3 7 6 7 7 7 0 7 8 7 0 0 7 63% (75%ile) 18% (26%ile) 4% (21%ile) 1% (41%ile) 5% (28%ile) 18% (68%ile) 4% (46%ile) 41% (65%ile) 0.076 = fraction pre-1960 (30%ile) 68%ile 0.0154 ug/m3 (0%ile) 59%ile 10 lifetime risk per million (1%ile) 63%ile 0.1 (1%ile) 62%ile 230 daily vehicles/meters distance (46%ile) 69%ile 0.0055 sites/km distance (1%ile) 60%ile 0.66 facilities/km distance (65%ile) 74%ile 0.59 facilities/km distance (46%ile) 69%ile 0.44 facilities/sq km area (25%ile) 65%ile 46066876.0000000000 109238.0000000000 0 1 49929.5140313853 53123180.2369696796
16 20639 15009030800 7879 7871 5174 2235 2335 4210 6161 0.7819520244 1091 0.1386100877 195 0.0376884422 3 0.0013422819 594 0.0753902780 1027 0.1303464907 163 0.0387173397 285 0.1220556745 0.4602810560 0.1942216008 3626.5544403507 1530.2719926347 821.9375850282 84.7096204381 0.0169064550 10.0000000000 0.1000000000 575.9991000531 0.0008675195 0.0061499864 1.0347888110 0.5999348163 0.0263640121 100.3221463525 13.8960508008 8219.3758502819 82.1937585028 473435.3092760353 0.7130468458 5.0549049971 850.5318163110 493.1089740953 21.6695724544 Hawaii HI 9 83.5697361596 17.7978784355 16.7867123482 22.7576898463 75.1762179508 37.9999341618 67.3605976499 38.4952526223 39.4719140158 71.0499579469 63.9144112870 82.0845801288 66.2238170511 0.5328167647 1.8303662611 1.0748659980 70.4238972397 46.4801242962 1.6311542890 76.8934515139 46.3897571267 6.2894452647 76.1966079716 60.9434745816 66.6801583126 65.1083356253 81.3398307482 78.4421389238 62.8183222708 84.3474497827 73.9856189804 61.7713841743 9 2 2 3 8 4 7 4 4 8 7 9 7 1 1 1 8 5 1 8 5 0 0 1 8 7 7 7 9 8 7 9 8 0 0 7 78% (83%ile) 14% (17%ile) 4% (16%ile) 0% (22%ile) 8% (75%ile) 13% (37%ile) 4% (38%ile) 46% (71%ile) 0.12 = fraction pre-1960 (39%ile) 76%ile 0.0169 ug/m3 (0%ile) 60%ile 10 lifetime risk per million (1%ile) 66%ile 0.1 (1%ile) 65%ile 580 daily vehicles/meters distance (70%ile) 81%ile 0.00087 toxicity-weighted concentration/meters distance (46%ile) 78%ile 0.0061 sites/km distance (1%ile) 62%ile 1 facilities/km distance (76%ile) 84%ile 0.6 facilities/km distance (46%ile) 73%ile 0.026 facilities/sq km area (6%ile) 61%ile 141603534.0000000000 11781155.0000000000 0 0 80194.4536675024 176674254.7197769880

16
data/data-pipeline/data_pipeline/tests/sources/ejscreen/data/output.csv Normal file
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GEOID10_TRACT,Air toxics cancer risk,Respiratory hazard index,Diesel particulate matter exposure,PM2.5 in the air,Ozone,Traffic proximity and volume,Proximity to Risk Management Plan (RMP) facilities,Proximity to hazardous waste sites,Proximity to NPL sites,Wastewater discharge,Percent of households in linguistic isolation,Poverty (Less than 200% of federal poverty line),Individuals over 64 years old,Individuals under 5 years old,Percent pre-1960s housing (lead paint indicator),Leaky underground storage tanks
06027000800,20.0000000000,0.2000000000,0.0162608457,5.9332945205,59.8143830065,134.3731709435,0.0161739005,0.0231458734,0.0088169702,0.0000000476,0.0943661972,0.4021269525,0.2445972495,0.0422396857,0.3691340106,0.0271801764
06061021322,30.0000000000,0.5000000000,0.1849562857,12.1102756164,52.7832287582,12.5173455346,0.4515663958,0.2027045525,0.0687928975,0.2667203153,0.0343563903,0.1859250743,0.1406287382,0.0683764773,0.0334588644,0.0258826940
06069000802,20.0000000000,0.2000000000,0.0375346206,7.4113546849,47.0434058824,15.7944927934,0.0811927061,0.1674220356,0.0396183204,,0.0324607330,0.2453201970,0.1534929485,0.0787143326,0.3485254692,0.0102735941
15001021010,10.0000000000,0.1000000000,0.0067389217,,,0.1074143214,0.0478749209,0.0931096253,0.0027318608,,0.0109090909,0.5159562078,0.1992795724,0.0366023704,0.0112496943,0.0259838494
15001021101,10.0000000000,0.1000000000,0.0033713587,,,1.7167679255,0.2484740667,0.2746856427,0.0025910486,,0.0194426442,0.4755657593,0.2976424361,0.0301244270,0.0168539326,0.0375389154
15001021402,10.0000000000,0.1000000000,0.0131608945,,,635.9981128640,0.0225482603,0.6278707343,0.0033357209,,0.0407569141,0.1877496671,0.2469560614,0.0751720487,0.1743524953,0.5088713177
15001021800,10.0000000000,0.1000000000,0.0049503455,,,0.0743045071,0.0402733327,0.0410968274,0.0038298946,,0.0359848485,0.2698678267,0.2352450817,0.0586862287,0.1676168757,0.1071290552
15003010201,10.0000000000,0.1000000000,0.0171119880,,,1493.8870892160,0.0548137804,0.4080845621,0.0694550700,,0.0340041638,0.2999166319,0.1318881686,0.0964343598,0.2131062951,0.0995447326
15007040603,10.0000000000,0.1000000000,0.0225796264,,,255.5966484444,0.1042895043,0.5200441984,0.0065810172,,0.0311909263,0.2676292814,0.2533512064,0.0563002681,0.0935077519,0.1610354485
15007040604,10.0000000000,0.1000000000,0.0297040750,,,464.0468169721,0.1282189641,0.3810520320,0.0064334940,,0.0353833193,0.3687102371,0.1790875602,0.0943610088,0.1981538462,0.2277699060
15007040700,10.0000000000,0.1000000000,0.0120486502,,,829.6297843840,0.2776903565,0.5315584393,0.0062317499,,0.0328151986,0.2079176730,0.1920016750,0.0808207705,0.1049120679,0.8605507426
15009030100,10.0000000000,0.1000000000,0.0026846006,,,,0.0398066625,0.0329594792,0.0046765532,,0.0000000000,0.2911208151,0.2434163701,0.0882562278,0.2135678392,0.0973247551
15009030201,10.0000000000,0.1000000000,0.0063521816,,,7.0868595222,0.1292001112,0.0908033666,0.0053511202,,0.0000000000,0.2677266867,0.2367521368,0.0641025641,0.0928229665,0.0098923140
15009030402,10.0000000000,0.1000000000,0.0153866969,,,233.6880574427,0.6633705951,0.5914191729,0.0055146115,,0.0122641509,0.1792805419,0.1810324690,0.0463676711,0.0760149726,0.4432670413
15009030800,10.0000000000,0.1000000000,0.0169064550,,,575.9991000531,1.0347888110,0.5999348163,0.0061499864,0.0008675195,0.0013422819,0.1386100877,0.1303464907,0.0753902780,0.1220556745,0.0263640121
1 GEOID10_TRACT Air toxics cancer risk Respiratory hazard index Diesel particulate matter exposure PM2.5 in the air Ozone Traffic proximity and volume Proximity to Risk Management Plan (RMP) facilities Proximity to hazardous waste sites Proximity to NPL sites Wastewater discharge Percent of households in linguistic isolation Poverty (Less than 200% of federal poverty line) Individuals over 64 years old Individuals under 5 years old Percent pre-1960s housing (lead paint indicator) Leaky underground storage tanks
2 06027000800 20.0000000000 0.2000000000 0.0162608457 5.9332945205 59.8143830065 134.3731709435 0.0161739005 0.0231458734 0.0088169702 0.0000000476 0.0943661972 0.4021269525 0.2445972495 0.0422396857 0.3691340106 0.0271801764
3 06061021322 30.0000000000 0.5000000000 0.1849562857 12.1102756164 52.7832287582 12.5173455346 0.4515663958 0.2027045525 0.0687928975 0.2667203153 0.0343563903 0.1859250743 0.1406287382 0.0683764773 0.0334588644 0.0258826940
4 06069000802 20.0000000000 0.2000000000 0.0375346206 7.4113546849 47.0434058824 15.7944927934 0.0811927061 0.1674220356 0.0396183204 0.0324607330 0.2453201970 0.1534929485 0.0787143326 0.3485254692 0.0102735941
5 15001021010 10.0000000000 0.1000000000 0.0067389217 0.1074143214 0.0478749209 0.0931096253 0.0027318608 0.0109090909 0.5159562078 0.1992795724 0.0366023704 0.0112496943 0.0259838494
6 15001021101 10.0000000000 0.1000000000 0.0033713587 1.7167679255 0.2484740667 0.2746856427 0.0025910486 0.0194426442 0.4755657593 0.2976424361 0.0301244270 0.0168539326 0.0375389154
7 15001021402 10.0000000000 0.1000000000 0.0131608945 635.9981128640 0.0225482603 0.6278707343 0.0033357209 0.0407569141 0.1877496671 0.2469560614 0.0751720487 0.1743524953 0.5088713177
8 15001021800 10.0000000000 0.1000000000 0.0049503455 0.0743045071 0.0402733327 0.0410968274 0.0038298946 0.0359848485 0.2698678267 0.2352450817 0.0586862287 0.1676168757 0.1071290552
9 15003010201 10.0000000000 0.1000000000 0.0171119880 1493.8870892160 0.0548137804 0.4080845621 0.0694550700 0.0340041638 0.2999166319 0.1318881686 0.0964343598 0.2131062951 0.0995447326
10 15007040603 10.0000000000 0.1000000000 0.0225796264 255.5966484444 0.1042895043 0.5200441984 0.0065810172 0.0311909263 0.2676292814 0.2533512064 0.0563002681 0.0935077519 0.1610354485
11 15007040604 10.0000000000 0.1000000000 0.0297040750 464.0468169721 0.1282189641 0.3810520320 0.0064334940 0.0353833193 0.3687102371 0.1790875602 0.0943610088 0.1981538462 0.2277699060
12 15007040700 10.0000000000 0.1000000000 0.0120486502 829.6297843840 0.2776903565 0.5315584393 0.0062317499 0.0328151986 0.2079176730 0.1920016750 0.0808207705 0.1049120679 0.8605507426
13 15009030100 10.0000000000 0.1000000000 0.0026846006 0.0398066625 0.0329594792 0.0046765532 0.0000000000 0.2911208151 0.2434163701 0.0882562278 0.2135678392 0.0973247551
14 15009030201 10.0000000000 0.1000000000 0.0063521816 7.0868595222 0.1292001112 0.0908033666 0.0053511202 0.0000000000 0.2677266867 0.2367521368 0.0641025641 0.0928229665 0.0098923140
15 15009030402 10.0000000000 0.1000000000 0.0153866969 233.6880574427 0.6633705951 0.5914191729 0.0055146115 0.0122641509 0.1792805419 0.1810324690 0.0463676711 0.0760149726 0.4432670413
16 15009030800 10.0000000000 0.1000000000 0.0169064550 575.9991000531 1.0347888110 0.5999348163 0.0061499864 0.0008675195 0.0013422819 0.1386100877 0.1303464907 0.0753902780 0.1220556745 0.0263640121

16
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OBJECTID,GEOID10_TRACT,ACSTOTPOP,ACSIPOVBAS,ACSEDUCBAS,ACSTOTHH,ACSTOTHU,ACSUNEMPBAS,MINORPOP,MINORPCT,LOWINCOME,Poverty (Less than 200% of federal poverty line),LESSHS,LESSHSPCT,LINGISO,Percent of households in linguistic isolation,UNDER5,Individuals under 5 years old,OVER64,Individuals over 64 years old,UNEMP,UNEMPPCT,PRE1960,Percent pre-1960s housing (lead paint indicator),VULEOPCT,VULSVI6PCT,VULEO,VULSVI6,DISPEO,DISPSVI6,Diesel particulate matter exposure,Air toxics cancer risk,Respiratory hazard index,Traffic proximity and volume,Wastewater discharge,Proximity to NPL sites,Proximity to Risk Management Plan (RMP) facilities,Proximity to hazardous waste sites,Ozone,PM2.5 in the air,Leaky underground storage tanks,D_LDPNT_2,D_DSLPM_2,D_CANCR_2,D_RESP_2,D_PTRAF_2,D_PWDIS_2,D_PNPL_2,D_PRMP_2,D_PTSDF_2,D_OZONE_2,D_PM25_2,D_UST_2,STATE_NAME,ST_ABBREV,REGION,P_MINORPCT,P_LWINCPCT,P_LESHSPCT,P_LNGISPCT,P_UNDR5PCT,P_OVR64PCT,P_UNEMP,P_UNEMPPCT,P_LDPNT,P_VULEOPCT,P_VULSVI6PCT,P_VULSVI6,P_DISPSVI6,P_DSLPM,P_CANCR,P_RESP,P_PTRAF,P_PWDIS,P_PNPL,P_PRMP,P_PTSDF,P_OZONE,P_PM25,P_UST,P_LDPNT_D2,P_DSLPM_D2,P_CANCR_D2,P_RESP_D2,P_PTRAF_D2,P_PWDIS_D2,P_PNPL_D2,P_PRMP_D2,P_PTSDF_D2,P_OZONE_D2,P_PM25_D2,P_UST_D2,B_MINORPCT,B_LWINCPCT,B_LESHSPCT,B_LNGISPCT,B_UNDR5PCT,B_OVR64PCT,B_UNEMP,B_UNEMPPCT,B_LDPNT,B_VULEOPCT,B_VULSVI6PCT,B_VULSVI6,B_DISPSVI6,B_DSLPM,B_CANCR,B_RESP,B_PTRAF,B_PWDIS,B_PNPL,B_PRMP,B_PTSDF,B_OZONE,B_PM25,B_UST,B_LDPNT_D2,B_DSLPM_D2,B_CANCR_D2,B_RESP_D2,B_PTRAF_D2,B_PWDIS_D2,B_PNPL_D2,B_PRMP_D2,B_PTSDF_D2,B_OZONE_D2,B_PM25_D2,B_UST_D2,T_MINORPCT,T_LWINCPCT,T_LESHSPCT,T_LNGISPCT,T_UNDR5PCT,T_OVR64PCT,T_UNEMPPCT,T_VULEOPCT,T_LDPNT,T_LDPNT_D2,T_DSLPM,T_DSLPM_D2,T_CANCR,T_CANCR_D2,T_RESP,T_RESP_D2,T_PTRAF,T_PTRAF_D2,T_PWDIS,T_PWDIS_D2,T_PNPL,T_PNPL_D2,T_PRMP,T_PRMP_D2,T_PTSDF,T_PTSDF_D2,T_OZONE,T_OZONE_D2,T_PM25,T_PM25_D2,T_UST,T_UST_D2,AREALAND,AREAWATER,NPL_CNT,TSDF_CNT,Shape_Length,Shape_Area
4529,06027000800,3054,3009,2337,1420,2067,1443,1218,0.3988212181,1210,0.4021269525,475,0.2032520325,134,0.0943661972,129,0.0422396857,747,0.2445972495,62,0.0429660430,763,0.3691340106,0.4004740853,0.2309005559,1223.0478564307,705.1702977293,135.9429095904,144.8520486255,0.0162608457,20.0000000000,0.2000000000,134.3731709435,0.0000000476,0.0088169702,0.0161739005,0.0231458734,59.8143830065,5.9332945205,0.0271801764,50.1811514356,2.2105466749,2718.8581918080,27.1885819181,18267.0798289539,0.0000064773,1.1986045786,2.1987270931,3.1465173743,8131.3412612630,806.5893205801,3.6949522625,California,CA,9,58.2565807824,70.8357682483,82.0300855712,83.4211514441,22.4791060804,91.4310072487,20.6342392033,44.8003303446,69.4492207493,64.4805710566,73.9747591523,41.2001973366,69.9936559849,0.4881982980,32.2031638835,14.4688811492,33.6358789383,2.7793036790,3.1380644255,0.3541522801,2.0598614138,97.6642425963,3.6388096802,6.3535808084,71.4956721564,59.1319320934,61.5316181718,60.9745786385,62.4689837463,62.0864910202,59.8317854029,59.0710337447,59.2599060994,64.9284478117,62.2619591744,60.9702180540,6,8,9,9,3,10,3,5,7,7,8,5,7,1,4,2,4,1,1,1,1,11,1,1,8,6,7,7,7,7,6,6,6,7,7,7,40% (58%ile),40% (70%ile),20% (82%ile),9% (83%ile),4% (22%ile),24% (91%ile),4% (44%ile),40% (64%ile),0.37 = fraction pre-1960 (69%ile),71%ile,0.0163 ug/m3 (0%ile),59%ile,20 lifetime risk per million (32%ile),61%ile,0.2 (14%ile),60%ile,130 daily vehicles/meters distance (33%ile),62%ile,0.000000048 toxicity-weighted concentration/meters distance (2%ile),62%ile,0.0088 sites/km distance (3%ile),59%ile,0.016 facilities/km distance (0%ile),59%ile,0.023 facilities/km distance (2%ile),59%ile,59.8 ppb (97%ile),64%ile,5.93 ug/m3 (3%ile),62%ile,0.027 facilities/sq km area (6%ile),60%ile,17743852489.0000000000,41257887.0000000000,0,1,969231.5231135677,27404749177.8422279358
8028,06061021322,20899,20874,13290,6549,6904,9172,9199,0.4401646012,3881,0.1859250743,825,0.0620767494,225,0.0343563903,1429,0.0683764773,2939,0.1406287382,312,0.0340165722,231,0.0334588644,0.3130448377,0.1552546718,6542.3240634282,3244.6673856589,-896.9052371663,-589.6780917541,0.1849562857,30.0000000000,0.5000000000,12.5173455346,0.2667203153,0.0687928975,0.4515663958,0.2027045525,52.7832287582,12.1102756164,0.0258826940,-30.0094307337,-165.8882612555,-26907.1571149896,-448.4526185832,-11226.8727654026,-239.2228476257,-61.7007100657,-405.0122653138,-181.8067747336,-47341.5543077505,-10861.7696239112,-23.2143238368,California,CA,9,61.7694531724,28.3124099080,32.2625612545,63.3138029183,65.9392366308,44.1611446180,92.1063805127,31.2336817151,19.3531578232,52.0599864076,48.1147912182,98.1253263672,8.5598852754,35.4160437794,83.7767623034,95.2520218071,6.7786023570,88.6613290583,53.5138135020,56.0049245976,28.8270859466,89.7745222973,94.2035706464,6.2511191138,43.0185694890,24.7769097248,17.2770098374,9.5647689629,49.9350307593,5.0850465016,20.5837755437,15.4478896201,34.6338200533,14.8104044330,10.3206402564,53.0011626680,7,3,4,7,7,5,10,4,2,6,5,11,1,4,9,11,1,9,6,6,3,9,10,1,5,3,2,1,5,1,3,2,4,2,2,6,44% (61%ile),19% (28%ile),6% (32%ile),3% (63%ile),7% (65%ile),14% (44%ile),3% (31%ile),31% (52%ile),0.033 = fraction pre-1960 (19%ile),43%ile,0.185 ug/m3 (35%ile),24%ile,30 lifetime risk per million (83%ile),17%ile,0.5 (95%ile),9%ile,13 daily vehicles/meters distance (6%ile),49%ile,0.27 toxicity-weighted concentration/meters distance (88%ile),5%ile,0.069 sites/km distance (53%ile),20%ile,0.45 facilities/km distance (56%ile),15%ile,0.2 facilities/km distance (28%ile),34%ile,52.8 ppb (89%ile),14%ile,12.1 ug/m3 (94%ile),10%ile,0.026 facilities/sq km area (6%ile),53%ile,258653359.0000000000,119890.0000000000,0,0,124755.3452199987,427225089.6229769588
8849,06069000802,3049,3045,2076,955,1119,1493,1247,0.4089865530,747,0.2453201970,307,0.1478805395,31,0.0324607330,240,0.0787143326,468,0.1534929485,93,0.0622906899,390,0.3485254692,0.3271533750,0.1778092173,997.4906403941,542.1403034316,-87.8345013597,-17.2605942492,0.0375346206,20.0000000000,0.2000000000,15.7944927934,,0.0396183204,0.0811927061,0.1674220356,47.0434058824,7.4113546849,0.0102735941,-30.6125607956,-3.2968346872,-1756.6900271942,-17.5669002719,-1387.3013987358,,-3.4798554127,-7.1315208575,-14.7054310128,-4132.0340979390,-650.9726431509,-0.9023760119,California,CA,9,59.1858457424,41.3904741949,69.9513617378,62.0187896062,79.0518001240,52.1216510370,37.3180569516,68.3483551403,67.5701406274,54.3994266601,57.9926859232,26.1831217492,58.7612911558,2.0014414700,32.2031638835,14.4688811492,8.1570460385,,34.5749415665,10.3739430074,25.1131375379,84.5333172848,19.2864164585,4.9410824602,42.8621394303,58.0471933934,56.5430390950,57.0023528116,55.7266348497,,54.6373148803,57.1359685902,54.8116596007,56.2167239668,56.9568759225,56.2801621878,6,5,7,7,8,6,4,7,7,6,6,3,6,1,4,2,1,0,4,2,3,9,2,1,5,6,6,6,6,0,6,6,6,6,6,6,41% (59%ile),25% (41%ile),15% (69%ile),3% (62%ile),8% (79%ile),15% (52%ile),6% (68%ile),33% (54%ile),0.35 = fraction pre-1960 (67%ile),42%ile,0.0375 ug/m3 (2%ile),58%ile,20 lifetime risk per million (32%ile),56%ile,0.2 (14%ile),57%ile,16 daily vehicles/meters distance (8%ile),55%ile,,,0.04 sites/km distance (34%ile),54%ile,0.081 facilities/km distance (10%ile),57%ile,0.17 facilities/km distance (25%ile),54%ile,47 ppb (84%ile),56%ile,7.41 ug/m3 (19%ile),56%ile,0.01 facilities/sq km area (4%ile),56%ile,2987635876.0000000000,3272257.0000000000,1,0,422237.6856758550,4643687820.1565904617
20324,15001021010,8606,8586,6124,3300,4089,3602,5362,0.6230536835,4430,0.5159562078,425,0.0693990856,36,0.0109090909,315,0.0366023704,1715,0.1992795724,502,0.1393670183,46,0.0112496943,0.5695049456,0.2425333351,4901.1595620778,2087.2418818153,1837.7590471768,508.2966127298,0.0067389217,10.0000000000,0.1000000000,0.1074143214,,0.0027318608,0.0478749209,0.0931096253,,,0.0259838494,20.6742274811,12.3845143014,18377.5904717679,183.7759047177,197.4016409694,,5.0205019537,87.9825690670,171.1130563323,,,47.7520542990,Hawaii,HI,9,74.7108013633,85.0291087110,36.7675143964,39.4832933303,15.2054293702,77.9602931979,98.1974410889,95.8100562593,9.2273848439,81.1726508957,76.5777942789,91.7961653862,85.2496673015,0.0699884723,1.8303662611,1.0748659980,0.5930748980,,0.1022787768,3.9663081684,14.5954101870,,,6.2654376121,66.8695670869,60.7245800447,74.1372134844,71.3832220072,58.5855777989,,62.7945832024,66.7236133386,67.8259227785,,,62.6039374599,8,9,4,4,2,8,11,11,1,9,8,10,9,1,1,1,1,0,1,1,2,0,0,1,7,7,8,8,6,0,7,7,7,0,0,7,62% (74%ile),52% (85%ile),7% (36%ile),1% (39%ile),4% (15%ile),20% (77%ile),14% (95%ile),57% (81%ile),0.011 = fraction pre-1960 (9%ile),66%ile,0.00674 ug/m3 (0%ile),60%ile,10 lifetime risk per million (1%ile),74%ile,0.1 (1%ile),71%ile,0.11 daily vehicles/meters distance (0%ile),58%ile,,,0.0027 sites/km distance (0%ile),62%ile,0.048 facilities/km distance (3%ile),66%ile,0.093 facilities/km distance (14%ile),67%ile,,,,,0.026 facilities/sq km area (6%ile),62%ile,151184621.0000000000,0.0000000000,0,0,71817.3979516648,171030272.0024483502
20327,15001021101,3054,3049,2569,1543,1958,1227,1086,0.3555992141,1450,0.4755657593,159,0.0618917867,30,0.0194426442,92,0.0301244270,909,0.2976424361,144,0.1173594132,33,0.0168539326,0.4155824867,0.2067110446,1269.1889143982,631.2955301209,182.0839675579,70.9772810171,0.0033713587,10.0000000000,0.1000000000,1.7167679255,,0.0025910486,0.2484740667,0.2746856427,,,0.0375389154,3.0688309139,0.6138703733,1820.8396755785,18.2083967558,312.5959152482,,0.4717884163,45.2431438983,50.0158516497,,,6.8352346500,Hawaii,HI,9,53.9485559986,80.7725127831,32.1386664749,50.6977998974,9.0084816593,96.6414513706,60.5643076662,92.9519087655,12.2637725970,66.3100091245,67.7573127614,34.5728724616,65.2982705045,0.0304238852,1.8303662611,1.0748659980,2.1438079687,,0.0856704529,41.7496844562,33.9762800526,,,7.1437776548,61.7192931562,58.8385531222,60.6418036749,60.2753222588,58.6611251941,,59.1844884925,63.7189045047,63.4569851575,,,61.1560978740,6,9,4,6,1,11,7,10,2,7,7,4,7,1,1,1,1,0,1,5,4,0,0,1,7,6,7,7,6,0,6,7,7,0,0,7,36% (53%ile),48% (80%ile),6% (32%ile),2% (50%ile),3% (9%ile),30% (96%ile),12% (92%ile),42% (66%ile),0.017 = fraction pre-1960 (12%ile),61%ile,0.00337 ug/m3 (0%ile),58%ile,10 lifetime risk per million (1%ile),60%ile,0.1 (1%ile),60%ile,1.7 daily vehicles/meters distance (2%ile),58%ile,,,0.0026 sites/km distance (0%ile),59%ile,0.25 facilities/km distance (41%ile),63%ile,0.27 facilities/km distance (33%ile),63%ile,,,,,0.038 facilities/sq km area (7%ile),61%ile,106332317.0000000000,11164968.0000000000,0,1,61396.6485753379,132838116.6897320002
20331,15001021402,3778,3755,2731,1374,1583,1803,3034,0.8030704076,705,0.1877496671,214,0.0783595752,56,0.0407569141,284,0.0751720487,933,0.2469560614,23,0.0127565169,276,0.1743524953,0.4954100374,0.2386774457,1871.6591211718,901.7233898617,526.8383978048,208.5726547229,0.0131608945,10.0000000000,0.1000000000,635.9981128640,,0.0033357209,0.0225482603,0.6278707343,,,0.5088713177,91.8555892572,6.9336645713,5268.3839780481,52.6838397805,335068.2267881447,,1.7573858477,11.8792893273,330.7864116735,,,268.0929496982,Hawaii,HI,9,84.7051677398,28.7308989413,41.8348284107,67.0398022547,74.9080519616,91.8116448026,3.9836481634,4.5613171192,47.5766504879,74.5975822746,75.7504514060,55.7976616902,73.4870488517,0.2827998785,1.8303662611,1.0748659980,72.8760884284,,0.2741900811,0.7727230166,47.2090589343,,,27.1111550629,75.5651255220,59.8939075539,64.0364159199,62.9860278691,78.3054903833,,60.2827950818,60.4356420863,71.4747506314,,,66.1787674526,9,3,5,7,8,10,1,1,5,8,8,6,8,1,1,1,8,0,1,1,5,0,0,3,8,6,7,7,8,0,7,7,8,0,0,7,80% (84%ile),19% (28%ile),8% (41%ile),4% (67%ile),8% (74%ile),25% (91%ile),1% (4%ile),50% (74%ile),0.17 = fraction pre-1960 (47%ile),75%ile,0.0132 ug/m3 (0%ile),59%ile,10 lifetime risk per million (1%ile),64%ile,0.1 (1%ile),62%ile,640 daily vehicles/meters distance (72%ile),78%ile,,,0.0033 sites/km distance (0%ile),60%ile,0.023 facilities/km distance (0%ile),60%ile,0.63 facilities/km distance (47%ile),71%ile,,,,,0.51 facilities/sq km area (27%ile),66%ile,41940841.0000000000,6313950.0000000000,0,1,49320.0395726063,54601507.7207057551
20340,15001021800,5998,5977,4357,2112,2631,3179,4020,0.6702234078,1613,0.2698678267,180,0.0413128299,76,0.0359848485,352,0.0586862287,1411,0.2352450817,241,0.0758100031,441,0.1676168757,0.4700456172,0.2185533706,2819.3336121800,1310.8831165809,684.2794304026,210.4283496771,0.0049503455,10.0000000000,0.1000000000,0.0743045071,,0.0038298946,0.0402733327,0.0410968274,,,0.1071290552,114.6967802385,3.3874195708,6842.7943040262,68.4279430403,50.8450457862,,2.6207181028,27.5582131707,28.1217136206,,,73.3062089025,Hawaii,HI,9,77.3411360526,46.5995830170,19.2008132329,64.3649112351,50.1501995746,89.5998226210,84.7007475319,78.6950985799,46.5822171086,72.0610072717,71.0200691830,75.5958544882,73.5619777633,0.0461211856,1.8303662611,1.0748659980,0.4752886632,,0.3337575583,2.8011103792,5.4042726335,,,11.7520153164,77.1764003076,59.3164619569,65.4523902797,64.1879137098,58.4409328484,,60.9620163260,62.2019174282,62.1288554973,,,63.2369902585,8,5,2,7,6,9,9,8,5,8,8,8,8,1,1,1,1,0,1,1,1,0,0,2,8,6,7,7,6,0,7,7,7,0,0,7,67% (77%ile),27% (46%ile),4% (19%ile),4% (64%ile),6% (50%ile),24% (89%ile),8% (78%ile),47% (72%ile),0.17 = fraction pre-1960 (46%ile),77%ile,0.00495 ug/m3 (0%ile),59%ile,10 lifetime risk per million (1%ile),65%ile,0.1 (1%ile),64%ile,0.074 daily vehicles/meters distance (0%ile),58%ile,,,0.0038 sites/km distance (0%ile),60%ile,0.04 facilities/km distance (2%ile),62%ile,0.041 facilities/km distance (5%ile),62%ile,,,,,0.11 facilities/sq km area (11%ile),63%ile,365110254.0000000000,37900489.0000000000,0,0,92961.9049100969,459707845.8010936975
20560,15003010201,4936,4798,3182,1441,1938,2266,3695,0.7485818476,1439,0.2999166319,231,0.0725958517,49,0.0340041638,476,0.0964343598,651,0.1318881686,115,0.0507502207,413,0.2131062951,0.5242492398,0.2305701706,2587.6942476032,1138.0943619037,830.6706662005,232.4850372225,0.0171119880,10.0000000000,0.1000000000,1493.8870892160,,0.0694550700,0.0548137804,0.4080845621,,,0.0995447326,177.0211481635,14.2144264416,8306.7066620049,83.0670666200,1240928.1836273719,,57.6942892272,45.5321994534,338.9838750865,,,82.6888893711,Hawaii,HI,9,81.7629198374,52.7224313484,38.5909198362,63.0702607098,91.9817357703,38.9013315993,48.2935747432,55.4563410918,53.0116816593,77.2470730276,73.8991238733,68.7030659293,74.5973100320,0.5552831600,1.8303662611,1.0748659980,88.8972054263,,53.8623224639,5.1063675682,39.9537688137,,,11.2751492958,80.6790478991,60.9966060167,66.7493132622,65.1696166202,90.1940360178,,78.6444132849,63.7434121326,71.6211763075,,,63.4227438652,9,6,4,7,10,4,5,6,6,8,8,7,8,1,1,1,9,0,6,1,4,0,0,2,9,7,7,7,10,0,8,7,8,0,0,7,75% (81%ile),30% (52%ile),7% (38%ile),3% (63%ile),10% (91%ile),13% (38%ile),5% (55%ile),52% (77%ile),0.21 = fraction pre-1960 (53%ile),80%ile,0.0171 ug/m3 (0%ile),60%ile,10 lifetime risk per million (1%ile),66%ile,0.1 (1%ile),65%ile,1500 daily vehicles/meters distance (88%ile),90%ile,,,0.069 sites/km distance (53%ile),78%ile,0.055 facilities/km distance (5%ile),63%ile,0.41 facilities/km distance (39%ile),71%ile,,,,,0.1 facilities/sq km area (11%ile),63%ile,66256288.0000000000,7249455.0000000000,0,0,42997.4044651793,85395519.3857139796
20614,15007040603,2984,2978,2104,1058,2064,1468,2011,0.6739276139,797,0.2676292814,138,0.0655893536,33,0.0311909263,168,0.0563002681,756,0.2533512064,64,0.0435967302,193,0.0935077519,0.4707784477,0.2246647750,1404.8028878442,670.3996884791,342.6152122150,122.9243592959,0.0225796264,10.0000000000,0.1000000000,255.5966484444,,0.0065810172,0.1042895043,0.5200441984,,,0.1610354485,32.0371782740,7.7361234992,3426.1521221502,34.2615212215,87571.2999482384,,2.2547565999,35.7311706322,178.1750534077,,,55.1731943631,Hawaii,HI,9,77.5456369017,46.0970850340,34.4418368771,61.1045870101,46.0008635792,92.7630589707,21.6211577108,45.6650954498,34.4080455626,72.1367523014,72.5017628853,38.1901457794,68.6478207991,0.9188048692,1.8303662611,1.0748659980,48.7907692784,,1.7474241413,15.4267424965,43.8004140051,,,14.6634418792,68.8698351102,60.0337698662,62.2468364816,61.5558275260,68.4712288534,,60.6727330898,62.8928664453,68.0134997705,,,62.8256530053,8,5,4,7,5,10,3,5,4,8,8,4,7,1,1,1,5,0,1,2,5,0,0,2,7,7,7,7,7,0,7,7,7,0,0,7,67% (77%ile),27% (46%ile),7% (34%ile),3% (61%ile),6% (46%ile),25% (92%ile),4% (45%ile),47% (72%ile),0.094 = fraction pre-1960 (34%ile),68%ile,0.0226 ug/m3 (0%ile),60%ile,10 lifetime risk per million (1%ile),62%ile,0.1 (1%ile),61%ile,260 daily vehicles/meters distance (48%ile),68%ile,,,0.0066 sites/km distance (1%ile),60%ile,0.1 facilities/km distance (15%ile),62%ile,0.52 facilities/km distance (43%ile),68%ile,,,,,0.16 facilities/sq km area (14%ile),62%ile,41255867.0000000000,7041518.0000000000,0,0,36855.9892981643,56378891.3118786365
20615,15007040604,3529,3458,2370,1187,1625,1757,2203,0.6242561632,1275,0.3687102371,133,0.0561181435,42,0.0353833193,333,0.0943610088,632,0.1790875602,109,0.0620375640,322,0.1981538462,0.4964832002,0.2263194054,1752.0892134182,798.6811814815,495.9027833594,151.2145472028,0.0297040750,10.0000000000,0.1000000000,464.0468169721,,0.0064334940,0.1282189641,0.3810520320,,,0.2277699060,98.2650438411,14.7303334730,4959.0278335940,49.5902783359,230122.1081455294,,3.1903875793,63.5841411863,188.9647632974,,,112.9517303753,Hawaii,HI,9,74.7796778307,65.5138546463,28.4761545436,63.9820945208,90.9928060818,67.6211097498,45.4287763592,68.1087856009,51.0102487547,74.6953085329,72.8443904311,48.6363888652,70.3699602168,1.3729134893,1.8303662611,1.0748659980,64.8054389268,,1.7014251995,20.6071512154,38.9237463430,,,17.5743663328,76.0259182532,61.0699450431,63.7308514802,62.7533582560,75.0094643983,,61.3999056181,65.1045697304,68.3212418487,,,64.0124628341,8,7,3,7,10,7,5,7,6,8,8,5,8,1,1,1,7,0,1,3,4,0,0,2,8,7,7,7,8,0,7,7,7,0,0,7,62% (74%ile),37% (65%ile),6% (28%ile),4% (63%ile),9% (90%ile),18% (67%ile),6% (68%ile),50% (74%ile),0.2 = fraction pre-1960 (51%ile),76%ile,0.0297 ug/m3 (1%ile),61%ile,10 lifetime risk per million (1%ile),63%ile,0.1 (1%ile),62%ile,460 daily vehicles/meters distance (64%ile),75%ile,,,0.0064 sites/km distance (1%ile),61%ile,0.13 facilities/km distance (20%ile),65%ile,0.38 facilities/km distance (38%ile),68%ile,,,,,0.23 facilities/sq km area (17%ile),64%ile,21724894.0000000000,2371158.0000000000,0,1,27760.3117775823,28129042.7970332205
20616,15007040700,9552,9523,6234,2895,3298,4974,7071,0.7402638191,1980,0.2079176730,309,0.0495668912,95,0.0328151986,772,0.0808207705,1834,0.1920016750,205,0.0412143144,346,0.1049120679,0.4740907460,0.2172310046,4528.5148062585,2074.9905558098,1128.3751689898,322.4823975128,0.0120486502,10.0000000000,0.1000000000,829.6297843840,,0.0062317499,0.2776903565,0.5315584393,,,0.8605507426,118.3801723682,13.5953976825,11283.7516898982,112.8375168990,936133.6481533048,,7.0317517976,313.3389029609,599.7973437979,,,971.0240895638,Hawaii,HI,9,81.2804870193,33.1925490446,24.3539720817,62.2442189921,81.2507708079,74.5290795692,78.3337372056,42.2880946853,36.4589583341,72.4690666385,70.6843205648,91.6638490724,78.6800785920,0.2182262554,1.8303662611,1.0748659980,78.8807149861,,1.6540510210,44.6852775053,44.1677595343,,,35.8025350464,77.4223719690,60.9007569981,69.0968995957,67.2008685709,87.5969776098,,64.0977043448,75.6532891441,75.2184280558,,,72.0462363568,9,4,3,7,9,8,8,5,4,8,8,10,8,1,1,1,8,0,1,5,5,0,0,4,8,7,7,7,9,0,7,8,8,0,0,8,74% (81%ile),21% (33%ile),5% (24%ile),3% (62%ile),8% (81%ile),19% (74%ile),4% (42%ile),47% (72%ile),0.1 = fraction pre-1960 (36%ile),77%ile,0.012 ug/m3 (0%ile),60%ile,10 lifetime risk per million (1%ile),69%ile,0.1 (1%ile),67%ile,830 daily vehicles/meters distance (78%ile),87%ile,,,0.0062 sites/km distance (1%ile),64%ile,0.28 facilities/km distance (44%ile),75%ile,0.53 facilities/km distance (44%ile),75%ile,,,,,0.86 facilities/sq km area (35%ile),72%ile,93005151.0000000000,5658877.0000000000,0,1,70950.4293149945,115233329.7073323578
20624,15009030100,1405,1374,980,467,796,729,1060,0.7544483986,400,0.2911208151,44,0.0448979592,0,0.0000000000,124,0.0882562278,342,0.2434163701,41,0.0562414266,170,0.2135678392,0.5227846069,0.2370232951,734.5123726346,333.0177296537,234.3871433253,75.2419798205,0.0026846006,10.0000000000,0.1000000000,,,0.0046765532,0.0398066625,0.0329594792,,,0.0973247551,50.0575557353,0.6292358547,2343.8714332533,23.4387143325,,,1.0961239415,9.3301699117,7.7252781836,,,22.8116713113,Hawaii,HI,9,82.0728020535,51.0042892937,21.4097431797,22.2149776961,87.3264635475,91.2196103997,10.4895772204,61.9590696975,53.0589655984,77.1174117652,75.3619764353,7.5930221772,65.5506156308,0.0292580509,1.8303662611,1.0748659980,,,0.7827594098,2.7444494654,3.8365691660,,,11.1452377410,71.4770935032,58.8413451490,61.1806956436,60.6714580607,,,59.7579323526,60.0938330974,59.9756316335,,,61.8121208766,9,6,3,3,9,10,2,7,6,8,8,1,7,1,1,1,0,0,1,1,1,0,0,2,8,6,7,7,0,0,6,7,6,0,0,7,75% (82%ile),29% (51%ile),4% (21%ile),0% (22%ile),9% (87%ile),24% (91%ile),6% (61%ile),52% (77%ile),0.21 = fraction pre-1960 (53%ile),71%ile,0.00268 ug/m3 (0%ile),58%ile,10 lifetime risk per million (1%ile),61%ile,0.1 (1%ile),60%ile,,,,,0.0047 sites/km distance (0%ile),59%ile,0.04 facilities/km distance (2%ile),60%ile,0.033 facilities/km distance (3%ile),59%ile,,,,,0.097 facilities/sq km area (11%ile),61%ile,555262221.0000000000,25398369.0000000000,0,0,165450.9181509207,667169893.1947253942
20625,15009030201,2340,2327,1879,842,1045,1395,992,0.4239316239,623,0.2677266867,62,0.0329962746,0,0.0000000000,150,0.0641025641,554,0.2367521368,133,0.0953405018,97,0.0928229665,0.3458291553,0.1709182144,809.2402234637,399.9486215874,-23.7085570230,-29.3718443271,0.0063521816,10.0000000000,0.1000000000,7.0868595222,,0.0053511202,0.1292001112,0.0908033666,,,0.0098923140,-2.2006985945,-0.1506010605,-237.0855702299,-2.3708557023,-168.0192130960,,-0.1268673373,-3.0631482031,-2.1528167944,,,-0.2345324900,Hawaii,HI,9,60.4734810662,46.1223337837,13.8610651481,22.2149776961,59.2951174656,89.9006101655,56.2295738392,87.6116027815,34.2663836750,57.2620275919,55.1869446757,12.9269845729,57.7176364334,0.0651806253,1.8303662611,1.0748659980,4.6368984700,,1.3707744996,20.8229399202,14.1722671160,,,4.9075810703,55.1341860078,58.6779670685,58.4263245996,58.4806520514,57.3658121936,,58.5702573228,58.1201119303,58.2216584263,,,56.4332033900,7,5,2,3,6,9,6,9,4,6,6,2,6,1,1,1,1,0,1,3,2,0,0,1,6,6,6,6,6,0,6,6,6,0,0,6,42% (60%ile),27% (46%ile),3% (13%ile),0% (22%ile),6% (59%ile),24% (89%ile),10% (87%ile),35% (57%ile),0.093 = fraction pre-1960 (34%ile),55%ile,0.00635 ug/m3 (0%ile),58%ile,10 lifetime risk per million (1%ile),58%ile,0.1 (1%ile),58%ile,7.1 daily vehicles/meters distance (4%ile),57%ile,,,0.0054 sites/km distance (1%ile),58%ile,0.13 facilities/km distance (20%ile),58%ile,0.091 facilities/km distance (14%ile),58%ile,,,,,0.0099 facilities/sq km area (4%ile),56%ile,118113265.0000000000,4116462.0000000000,0,0,68639.8224567451,140691933.2772550285
20629,15009030402,8562,8562,6540,3180,3473,4778,5420,0.6330296660,1535,0.1792805419,294,0.0449541284,39,0.0122641509,397,0.0463676711,1550,0.1810324690,210,0.0439514441,264,0.0760149726,0.4061551039,0.1828214379,3477.5000000000,1565.3171513473,429.7617698603,-5.5554252167,0.0153866969,10.0000000000,0.1000000000,233.6880574427,,0.0055146115,0.6633705951,0.5914191729,,,0.4432670413,32.6683291803,6.6126141119,4297.6176986027,42.9761769860,100430.1931617688,,2.3699691830,285.0913210180,254.1693504667,,,190.4992282028,Hawaii,HI,9,75.2886221409,26.8565530362,21.4439231945,41.5097856648,28.7449442824,68.6690121278,79.3833218173,46.1798708736,30.8409993308,65.1595288992,59.9703175674,82.9721886150,59.7346670413,0.4238414396,1.8303662611,1.0748659980,46.4851154373,,1.4363834459,65.6894718646,46.0793962757,,,25.2542546354,68.9789876320,59.8548490559,63.0853618909,62.2063722143,69.2554009969,,60.7689024131,74.9199434460,69.9134569074,,,65.2067338787,8,3,3,5,3,7,8,5,4,7,6,9,6,1,1,1,5,0,1,7,5,0,0,3,7,6,7,7,7,0,7,8,7,0,0,7,63% (75%ile),18% (26%ile),4% (21%ile),1% (41%ile),5% (28%ile),18% (68%ile),4% (46%ile),41% (65%ile),0.076 = fraction pre-1960 (30%ile),68%ile,0.0154 ug/m3 (0%ile),59%ile,10 lifetime risk per million (1%ile),63%ile,0.1 (1%ile),62%ile,230 daily vehicles/meters distance (46%ile),69%ile,,,0.0055 sites/km distance (1%ile),60%ile,0.66 facilities/km distance (65%ile),74%ile,0.59 facilities/km distance (46%ile),69%ile,,,,,0.44 facilities/sq km area (25%ile),65%ile,46066876.0000000000,109238.0000000000,0,1,49929.5140313853,53123180.2369696796
20639,15009030800,7879,7871,5174,2235,2335,4210,6161,0.7819520244,1091,0.1386100877,195,0.0376884422,3,0.0013422819,594,0.0753902780,1027,0.1303464907,163,0.0387173397,285,0.1220556745,0.4602810560,0.1942216008,3626.5544403507,1530.2719926347,821.9375850282,84.7096204381,0.0169064550,10.0000000000,0.1000000000,575.9991000531,0.0008675195,0.0061499864,1.0347888110,0.5999348163,,,0.0263640121,100.3221463525,13.8960508008,8219.3758502819,82.1937585028,473435.3092760353,0.7130468458,5.0549049971,850.5318163110,493.1089740953,,,21.6695724544,Hawaii,HI,9,83.5697361596,17.7978784355,16.7867123482,22.7576898463,75.1762179508,37.9999341618,67.3605976499,38.4952526223,39.4719140158,71.0499579469,63.9144112870,82.0845801288,66.2238170511,0.5328167647,1.8303662611,1.0748659980,70.4238972397,46.4801242962,1.6311542890,76.8934515139,46.3897571267,,,6.2894452647,76.1966079716,60.9434745816,66.6801583126,65.1083356253,81.3398307482,78.4421389238,62.8183222708,84.3474497827,73.9856189804,,,61.7713841743,9,2,2,3,8,4,7,4,4,8,7,9,7,1,1,1,8,5,1,8,5,0,0,1,8,7,7,7,9,8,7,9,8,0,0,7,78% (83%ile),14% (17%ile),4% (16%ile),0% (22%ile),8% (75%ile),13% (37%ile),4% (38%ile),46% (71%ile),0.12 = fraction pre-1960 (39%ile),76%ile,0.0169 ug/m3 (0%ile),60%ile,10 lifetime risk per million (1%ile),66%ile,0.1 (1%ile),65%ile,580 daily vehicles/meters distance (70%ile),81%ile,0.00087 toxicity-weighted concentration/meters distance (46%ile),78%ile,0.0061 sites/km distance (1%ile),62%ile,1 facilities/km distance (76%ile),84%ile,0.6 facilities/km distance (46%ile),73%ile,,,,,0.026 facilities/sq km area (6%ile),61%ile,141603534.0000000000,11781155.0000000000,0,0,80194.4536675024,176674254.7197769880
1 OBJECTID GEOID10_TRACT ACSTOTPOP ACSIPOVBAS ACSEDUCBAS ACSTOTHH ACSTOTHU ACSUNEMPBAS MINORPOP MINORPCT LOWINCOME Poverty (Less than 200% of federal poverty line) LESSHS LESSHSPCT LINGISO Percent of households in linguistic isolation UNDER5 Individuals under 5 years old OVER64 Individuals over 64 years old UNEMP UNEMPPCT PRE1960 Percent pre-1960s housing (lead paint indicator) VULEOPCT VULSVI6PCT VULEO VULSVI6 DISPEO DISPSVI6 Diesel particulate matter exposure Air toxics cancer risk Respiratory hazard index Traffic proximity and volume Wastewater discharge Proximity to NPL sites Proximity to Risk Management Plan (RMP) facilities Proximity to hazardous waste sites Ozone PM2.5 in the air Leaky underground storage tanks D_LDPNT_2 D_DSLPM_2 D_CANCR_2 D_RESP_2 D_PTRAF_2 D_PWDIS_2 D_PNPL_2 D_PRMP_2 D_PTSDF_2 D_OZONE_2 D_PM25_2 D_UST_2 STATE_NAME ST_ABBREV REGION P_MINORPCT P_LWINCPCT P_LESHSPCT P_LNGISPCT P_UNDR5PCT P_OVR64PCT P_UNEMP P_UNEMPPCT P_LDPNT P_VULEOPCT P_VULSVI6PCT P_VULSVI6 P_DISPSVI6 P_DSLPM P_CANCR P_RESP P_PTRAF P_PWDIS P_PNPL P_PRMP P_PTSDF P_OZONE P_PM25 P_UST P_LDPNT_D2 P_DSLPM_D2 P_CANCR_D2 P_RESP_D2 P_PTRAF_D2 P_PWDIS_D2 P_PNPL_D2 P_PRMP_D2 P_PTSDF_D2 P_OZONE_D2 P_PM25_D2 P_UST_D2 B_MINORPCT B_LWINCPCT B_LESHSPCT B_LNGISPCT B_UNDR5PCT B_OVR64PCT B_UNEMP B_UNEMPPCT B_LDPNT B_VULEOPCT B_VULSVI6PCT B_VULSVI6 B_DISPSVI6 B_DSLPM B_CANCR B_RESP B_PTRAF B_PWDIS B_PNPL B_PRMP B_PTSDF B_OZONE B_PM25 B_UST B_LDPNT_D2 B_DSLPM_D2 B_CANCR_D2 B_RESP_D2 B_PTRAF_D2 B_PWDIS_D2 B_PNPL_D2 B_PRMP_D2 B_PTSDF_D2 B_OZONE_D2 B_PM25_D2 B_UST_D2 T_MINORPCT T_LWINCPCT T_LESHSPCT T_LNGISPCT T_UNDR5PCT T_OVR64PCT T_UNEMPPCT T_VULEOPCT T_LDPNT T_LDPNT_D2 T_DSLPM T_DSLPM_D2 T_CANCR T_CANCR_D2 T_RESP T_RESP_D2 T_PTRAF T_PTRAF_D2 T_PWDIS T_PWDIS_D2 T_PNPL T_PNPL_D2 T_PRMP T_PRMP_D2 T_PTSDF T_PTSDF_D2 T_OZONE T_OZONE_D2 T_PM25 T_PM25_D2 T_UST T_UST_D2 AREALAND AREAWATER NPL_CNT TSDF_CNT Shape_Length Shape_Area
2 4529 06027000800 3054 3009 2337 1420 2067 1443 1218 0.3988212181 1210 0.4021269525 475 0.2032520325 134 0.0943661972 129 0.0422396857 747 0.2445972495 62 0.0429660430 763 0.3691340106 0.4004740853 0.2309005559 1223.0478564307 705.1702977293 135.9429095904 144.8520486255 0.0162608457 20.0000000000 0.2000000000 134.3731709435 0.0000000476 0.0088169702 0.0161739005 0.0231458734 59.8143830065 5.9332945205 0.0271801764 50.1811514356 2.2105466749 2718.8581918080 27.1885819181 18267.0798289539 0.0000064773 1.1986045786 2.1987270931 3.1465173743 8131.3412612630 806.5893205801 3.6949522625 California CA 9 58.2565807824 70.8357682483 82.0300855712 83.4211514441 22.4791060804 91.4310072487 20.6342392033 44.8003303446 69.4492207493 64.4805710566 73.9747591523 41.2001973366 69.9936559849 0.4881982980 32.2031638835 14.4688811492 33.6358789383 2.7793036790 3.1380644255 0.3541522801 2.0598614138 97.6642425963 3.6388096802 6.3535808084 71.4956721564 59.1319320934 61.5316181718 60.9745786385 62.4689837463 62.0864910202 59.8317854029 59.0710337447 59.2599060994 64.9284478117 62.2619591744 60.9702180540 6 8 9 9 3 10 3 5 7 7 8 5 7 1 4 2 4 1 1 1 1 11 1 1 8 6 7 7 7 7 6 6 6 7 7 7 40% (58%ile) 40% (70%ile) 20% (82%ile) 9% (83%ile) 4% (22%ile) 24% (91%ile) 4% (44%ile) 40% (64%ile) 0.37 = fraction pre-1960 (69%ile) 71%ile 0.0163 ug/m3 (0%ile) 59%ile 20 lifetime risk per million (32%ile) 61%ile 0.2 (14%ile) 60%ile 130 daily vehicles/meters distance (33%ile) 62%ile 0.000000048 toxicity-weighted concentration/meters distance (2%ile) 62%ile 0.0088 sites/km distance (3%ile) 59%ile 0.016 facilities/km distance (0%ile) 59%ile 0.023 facilities/km distance (2%ile) 59%ile 59.8 ppb (97%ile) 64%ile 5.93 ug/m3 (3%ile) 62%ile 0.027 facilities/sq km area (6%ile) 60%ile 17743852489.0000000000 41257887.0000000000 0 1 969231.5231135677 27404749177.8422279358
3 8028 06061021322 20899 20874 13290 6549 6904 9172 9199 0.4401646012 3881 0.1859250743 825 0.0620767494 225 0.0343563903 1429 0.0683764773 2939 0.1406287382 312 0.0340165722 231 0.0334588644 0.3130448377 0.1552546718 6542.3240634282 3244.6673856589 -896.9052371663 -589.6780917541 0.1849562857 30.0000000000 0.5000000000 12.5173455346 0.2667203153 0.0687928975 0.4515663958 0.2027045525 52.7832287582 12.1102756164 0.0258826940 -30.0094307337 -165.8882612555 -26907.1571149896 -448.4526185832 -11226.8727654026 -239.2228476257 -61.7007100657 -405.0122653138 -181.8067747336 -47341.5543077505 -10861.7696239112 -23.2143238368 California CA 9 61.7694531724 28.3124099080 32.2625612545 63.3138029183 65.9392366308 44.1611446180 92.1063805127 31.2336817151 19.3531578232 52.0599864076 48.1147912182 98.1253263672 8.5598852754 35.4160437794 83.7767623034 95.2520218071 6.7786023570 88.6613290583 53.5138135020 56.0049245976 28.8270859466 89.7745222973 94.2035706464 6.2511191138 43.0185694890 24.7769097248 17.2770098374 9.5647689629 49.9350307593 5.0850465016 20.5837755437 15.4478896201 34.6338200533 14.8104044330 10.3206402564 53.0011626680 7 3 4 7 7 5 10 4 2 6 5 11 1 4 9 11 1 9 6 6 3 9 10 1 5 3 2 1 5 1 3 2 4 2 2 6 44% (61%ile) 19% (28%ile) 6% (32%ile) 3% (63%ile) 7% (65%ile) 14% (44%ile) 3% (31%ile) 31% (52%ile) 0.033 = fraction pre-1960 (19%ile) 43%ile 0.185 ug/m3 (35%ile) 24%ile 30 lifetime risk per million (83%ile) 17%ile 0.5 (95%ile) 9%ile 13 daily vehicles/meters distance (6%ile) 49%ile 0.27 toxicity-weighted concentration/meters distance (88%ile) 5%ile 0.069 sites/km distance (53%ile) 20%ile 0.45 facilities/km distance (56%ile) 15%ile 0.2 facilities/km distance (28%ile) 34%ile 52.8 ppb (89%ile) 14%ile 12.1 ug/m3 (94%ile) 10%ile 0.026 facilities/sq km area (6%ile) 53%ile 258653359.0000000000 119890.0000000000 0 0 124755.3452199987 427225089.6229769588
4 8849 06069000802 3049 3045 2076 955 1119 1493 1247 0.4089865530 747 0.2453201970 307 0.1478805395 31 0.0324607330 240 0.0787143326 468 0.1534929485 93 0.0622906899 390 0.3485254692 0.3271533750 0.1778092173 997.4906403941 542.1403034316 -87.8345013597 -17.2605942492 0.0375346206 20.0000000000 0.2000000000 15.7944927934 0.0396183204 0.0811927061 0.1674220356 47.0434058824 7.4113546849 0.0102735941 -30.6125607956 -3.2968346872 -1756.6900271942 -17.5669002719 -1387.3013987358 -3.4798554127 -7.1315208575 -14.7054310128 -4132.0340979390 -650.9726431509 -0.9023760119 California CA 9 59.1858457424 41.3904741949 69.9513617378 62.0187896062 79.0518001240 52.1216510370 37.3180569516 68.3483551403 67.5701406274 54.3994266601 57.9926859232 26.1831217492 58.7612911558 2.0014414700 32.2031638835 14.4688811492 8.1570460385 34.5749415665 10.3739430074 25.1131375379 84.5333172848 19.2864164585 4.9410824602 42.8621394303 58.0471933934 56.5430390950 57.0023528116 55.7266348497 54.6373148803 57.1359685902 54.8116596007 56.2167239668 56.9568759225 56.2801621878 6 5 7 7 8 6 4 7 7 6 6 3 6 1 4 2 1 0 4 2 3 9 2 1 5 6 6 6 6 0 6 6 6 6 6 6 41% (59%ile) 25% (41%ile) 15% (69%ile) 3% (62%ile) 8% (79%ile) 15% (52%ile) 6% (68%ile) 33% (54%ile) 0.35 = fraction pre-1960 (67%ile) 42%ile 0.0375 ug/m3 (2%ile) 58%ile 20 lifetime risk per million (32%ile) 56%ile 0.2 (14%ile) 57%ile 16 daily vehicles/meters distance (8%ile) 55%ile 0.04 sites/km distance (34%ile) 54%ile 0.081 facilities/km distance (10%ile) 57%ile 0.17 facilities/km distance (25%ile) 54%ile 47 ppb (84%ile) 56%ile 7.41 ug/m3 (19%ile) 56%ile 0.01 facilities/sq km area (4%ile) 56%ile 2987635876.0000000000 3272257.0000000000 1 0 422237.6856758550 4643687820.1565904617
5 20324 15001021010 8606 8586 6124 3300 4089 3602 5362 0.6230536835 4430 0.5159562078 425 0.0693990856 36 0.0109090909 315 0.0366023704 1715 0.1992795724 502 0.1393670183 46 0.0112496943 0.5695049456 0.2425333351 4901.1595620778 2087.2418818153 1837.7590471768 508.2966127298 0.0067389217 10.0000000000 0.1000000000 0.1074143214 0.0027318608 0.0478749209 0.0931096253 0.0259838494 20.6742274811 12.3845143014 18377.5904717679 183.7759047177 197.4016409694 5.0205019537 87.9825690670 171.1130563323 47.7520542990 Hawaii HI 9 74.7108013633 85.0291087110 36.7675143964 39.4832933303 15.2054293702 77.9602931979 98.1974410889 95.8100562593 9.2273848439 81.1726508957 76.5777942789 91.7961653862 85.2496673015 0.0699884723 1.8303662611 1.0748659980 0.5930748980 0.1022787768 3.9663081684 14.5954101870 6.2654376121 66.8695670869 60.7245800447 74.1372134844 71.3832220072 58.5855777989 62.7945832024 66.7236133386 67.8259227785 62.6039374599 8 9 4 4 2 8 11 11 1 9 8 10 9 1 1 1 1 0 1 1 2 0 0 1 7 7 8 8 6 0 7 7 7 0 0 7 62% (74%ile) 52% (85%ile) 7% (36%ile) 1% (39%ile) 4% (15%ile) 20% (77%ile) 14% (95%ile) 57% (81%ile) 0.011 = fraction pre-1960 (9%ile) 66%ile 0.00674 ug/m3 (0%ile) 60%ile 10 lifetime risk per million (1%ile) 74%ile 0.1 (1%ile) 71%ile 0.11 daily vehicles/meters distance (0%ile) 58%ile 0.0027 sites/km distance (0%ile) 62%ile 0.048 facilities/km distance (3%ile) 66%ile 0.093 facilities/km distance (14%ile) 67%ile 0.026 facilities/sq km area (6%ile) 62%ile 151184621.0000000000 0.0000000000 0 0 71817.3979516648 171030272.0024483502
6 20327 15001021101 3054 3049 2569 1543 1958 1227 1086 0.3555992141 1450 0.4755657593 159 0.0618917867 30 0.0194426442 92 0.0301244270 909 0.2976424361 144 0.1173594132 33 0.0168539326 0.4155824867 0.2067110446 1269.1889143982 631.2955301209 182.0839675579 70.9772810171 0.0033713587 10.0000000000 0.1000000000 1.7167679255 0.0025910486 0.2484740667 0.2746856427 0.0375389154 3.0688309139 0.6138703733 1820.8396755785 18.2083967558 312.5959152482 0.4717884163 45.2431438983 50.0158516497 6.8352346500 Hawaii HI 9 53.9485559986 80.7725127831 32.1386664749 50.6977998974 9.0084816593 96.6414513706 60.5643076662 92.9519087655 12.2637725970 66.3100091245 67.7573127614 34.5728724616 65.2982705045 0.0304238852 1.8303662611 1.0748659980 2.1438079687 0.0856704529 41.7496844562 33.9762800526 7.1437776548 61.7192931562 58.8385531222 60.6418036749 60.2753222588 58.6611251941 59.1844884925 63.7189045047 63.4569851575 61.1560978740 6 9 4 6 1 11 7 10 2 7 7 4 7 1 1 1 1 0 1 5 4 0 0 1 7 6 7 7 6 0 6 7 7 0 0 7 36% (53%ile) 48% (80%ile) 6% (32%ile) 2% (50%ile) 3% (9%ile) 30% (96%ile) 12% (92%ile) 42% (66%ile) 0.017 = fraction pre-1960 (12%ile) 61%ile 0.00337 ug/m3 (0%ile) 58%ile 10 lifetime risk per million (1%ile) 60%ile 0.1 (1%ile) 60%ile 1.7 daily vehicles/meters distance (2%ile) 58%ile 0.0026 sites/km distance (0%ile) 59%ile 0.25 facilities/km distance (41%ile) 63%ile 0.27 facilities/km distance (33%ile) 63%ile 0.038 facilities/sq km area (7%ile) 61%ile 106332317.0000000000 11164968.0000000000 0 1 61396.6485753379 132838116.6897320002
7 20331 15001021402 3778 3755 2731 1374 1583 1803 3034 0.8030704076 705 0.1877496671 214 0.0783595752 56 0.0407569141 284 0.0751720487 933 0.2469560614 23 0.0127565169 276 0.1743524953 0.4954100374 0.2386774457 1871.6591211718 901.7233898617 526.8383978048 208.5726547229 0.0131608945 10.0000000000 0.1000000000 635.9981128640 0.0033357209 0.0225482603 0.6278707343 0.5088713177 91.8555892572 6.9336645713 5268.3839780481 52.6838397805 335068.2267881447 1.7573858477 11.8792893273 330.7864116735 268.0929496982 Hawaii HI 9 84.7051677398 28.7308989413 41.8348284107 67.0398022547 74.9080519616 91.8116448026 3.9836481634 4.5613171192 47.5766504879 74.5975822746 75.7504514060 55.7976616902 73.4870488517 0.2827998785 1.8303662611 1.0748659980 72.8760884284 0.2741900811 0.7727230166 47.2090589343 27.1111550629 75.5651255220 59.8939075539 64.0364159199 62.9860278691 78.3054903833 60.2827950818 60.4356420863 71.4747506314 66.1787674526 9 3 5 7 8 10 1 1 5 8 8 6 8 1 1 1 8 0 1 1 5 0 0 3 8 6 7 7 8 0 7 7 8 0 0 7 80% (84%ile) 19% (28%ile) 8% (41%ile) 4% (67%ile) 8% (74%ile) 25% (91%ile) 1% (4%ile) 50% (74%ile) 0.17 = fraction pre-1960 (47%ile) 75%ile 0.0132 ug/m3 (0%ile) 59%ile 10 lifetime risk per million (1%ile) 64%ile 0.1 (1%ile) 62%ile 640 daily vehicles/meters distance (72%ile) 78%ile 0.0033 sites/km distance (0%ile) 60%ile 0.023 facilities/km distance (0%ile) 60%ile 0.63 facilities/km distance (47%ile) 71%ile 0.51 facilities/sq km area (27%ile) 66%ile 41940841.0000000000 6313950.0000000000 0 1 49320.0395726063 54601507.7207057551
8 20340 15001021800 5998 5977 4357 2112 2631 3179 4020 0.6702234078 1613 0.2698678267 180 0.0413128299 76 0.0359848485 352 0.0586862287 1411 0.2352450817 241 0.0758100031 441 0.1676168757 0.4700456172 0.2185533706 2819.3336121800 1310.8831165809 684.2794304026 210.4283496771 0.0049503455 10.0000000000 0.1000000000 0.0743045071 0.0038298946 0.0402733327 0.0410968274 0.1071290552 114.6967802385 3.3874195708 6842.7943040262 68.4279430403 50.8450457862 2.6207181028 27.5582131707 28.1217136206 73.3062089025 Hawaii HI 9 77.3411360526 46.5995830170 19.2008132329 64.3649112351 50.1501995746 89.5998226210 84.7007475319 78.6950985799 46.5822171086 72.0610072717 71.0200691830 75.5958544882 73.5619777633 0.0461211856 1.8303662611 1.0748659980 0.4752886632 0.3337575583 2.8011103792 5.4042726335 11.7520153164 77.1764003076 59.3164619569 65.4523902797 64.1879137098 58.4409328484 60.9620163260 62.2019174282 62.1288554973 63.2369902585 8 5 2 7 6 9 9 8 5 8 8 8 8 1 1 1 1 0 1 1 1 0 0 2 8 6 7 7 6 0 7 7 7 0 0 7 67% (77%ile) 27% (46%ile) 4% (19%ile) 4% (64%ile) 6% (50%ile) 24% (89%ile) 8% (78%ile) 47% (72%ile) 0.17 = fraction pre-1960 (46%ile) 77%ile 0.00495 ug/m3 (0%ile) 59%ile 10 lifetime risk per million (1%ile) 65%ile 0.1 (1%ile) 64%ile 0.074 daily vehicles/meters distance (0%ile) 58%ile 0.0038 sites/km distance (0%ile) 60%ile 0.04 facilities/km distance (2%ile) 62%ile 0.041 facilities/km distance (5%ile) 62%ile 0.11 facilities/sq km area (11%ile) 63%ile 365110254.0000000000 37900489.0000000000 0 0 92961.9049100969 459707845.8010936975
9 20560 15003010201 4936 4798 3182 1441 1938 2266 3695 0.7485818476 1439 0.2999166319 231 0.0725958517 49 0.0340041638 476 0.0964343598 651 0.1318881686 115 0.0507502207 413 0.2131062951 0.5242492398 0.2305701706 2587.6942476032 1138.0943619037 830.6706662005 232.4850372225 0.0171119880 10.0000000000 0.1000000000 1493.8870892160 0.0694550700 0.0548137804 0.4080845621 0.0995447326 177.0211481635 14.2144264416 8306.7066620049 83.0670666200 1240928.1836273719 57.6942892272 45.5321994534 338.9838750865 82.6888893711 Hawaii HI 9 81.7629198374 52.7224313484 38.5909198362 63.0702607098 91.9817357703 38.9013315993 48.2935747432 55.4563410918 53.0116816593 77.2470730276 73.8991238733 68.7030659293 74.5973100320 0.5552831600 1.8303662611 1.0748659980 88.8972054263 53.8623224639 5.1063675682 39.9537688137 11.2751492958 80.6790478991 60.9966060167 66.7493132622 65.1696166202 90.1940360178 78.6444132849 63.7434121326 71.6211763075 63.4227438652 9 6 4 7 10 4 5 6 6 8 8 7 8 1 1 1 9 0 6 1 4 0 0 2 9 7 7 7 10 0 8 7 8 0 0 7 75% (81%ile) 30% (52%ile) 7% (38%ile) 3% (63%ile) 10% (91%ile) 13% (38%ile) 5% (55%ile) 52% (77%ile) 0.21 = fraction pre-1960 (53%ile) 80%ile 0.0171 ug/m3 (0%ile) 60%ile 10 lifetime risk per million (1%ile) 66%ile 0.1 (1%ile) 65%ile 1500 daily vehicles/meters distance (88%ile) 90%ile 0.069 sites/km distance (53%ile) 78%ile 0.055 facilities/km distance (5%ile) 63%ile 0.41 facilities/km distance (39%ile) 71%ile 0.1 facilities/sq km area (11%ile) 63%ile 66256288.0000000000 7249455.0000000000 0 0 42997.4044651793 85395519.3857139796
10 20614 15007040603 2984 2978 2104 1058 2064 1468 2011 0.6739276139 797 0.2676292814 138 0.0655893536 33 0.0311909263 168 0.0563002681 756 0.2533512064 64 0.0435967302 193 0.0935077519 0.4707784477 0.2246647750 1404.8028878442 670.3996884791 342.6152122150 122.9243592959 0.0225796264 10.0000000000 0.1000000000 255.5966484444 0.0065810172 0.1042895043 0.5200441984 0.1610354485 32.0371782740 7.7361234992 3426.1521221502 34.2615212215 87571.2999482384 2.2547565999 35.7311706322 178.1750534077 55.1731943631 Hawaii HI 9 77.5456369017 46.0970850340 34.4418368771 61.1045870101 46.0008635792 92.7630589707 21.6211577108 45.6650954498 34.4080455626 72.1367523014 72.5017628853 38.1901457794 68.6478207991 0.9188048692 1.8303662611 1.0748659980 48.7907692784 1.7474241413 15.4267424965 43.8004140051 14.6634418792 68.8698351102 60.0337698662 62.2468364816 61.5558275260 68.4712288534 60.6727330898 62.8928664453 68.0134997705 62.8256530053 8 5 4 7 5 10 3 5 4 8 8 4 7 1 1 1 5 0 1 2 5 0 0 2 7 7 7 7 7 0 7 7 7 0 0 7 67% (77%ile) 27% (46%ile) 7% (34%ile) 3% (61%ile) 6% (46%ile) 25% (92%ile) 4% (45%ile) 47% (72%ile) 0.094 = fraction pre-1960 (34%ile) 68%ile 0.0226 ug/m3 (0%ile) 60%ile 10 lifetime risk per million (1%ile) 62%ile 0.1 (1%ile) 61%ile 260 daily vehicles/meters distance (48%ile) 68%ile 0.0066 sites/km distance (1%ile) 60%ile 0.1 facilities/km distance (15%ile) 62%ile 0.52 facilities/km distance (43%ile) 68%ile 0.16 facilities/sq km area (14%ile) 62%ile 41255867.0000000000 7041518.0000000000 0 0 36855.9892981643 56378891.3118786365
11 20615 15007040604 3529 3458 2370 1187 1625 1757 2203 0.6242561632 1275 0.3687102371 133 0.0561181435 42 0.0353833193 333 0.0943610088 632 0.1790875602 109 0.0620375640 322 0.1981538462 0.4964832002 0.2263194054 1752.0892134182 798.6811814815 495.9027833594 151.2145472028 0.0297040750 10.0000000000 0.1000000000 464.0468169721 0.0064334940 0.1282189641 0.3810520320 0.2277699060 98.2650438411 14.7303334730 4959.0278335940 49.5902783359 230122.1081455294 3.1903875793 63.5841411863 188.9647632974 112.9517303753 Hawaii HI 9 74.7796778307 65.5138546463 28.4761545436 63.9820945208 90.9928060818 67.6211097498 45.4287763592 68.1087856009 51.0102487547 74.6953085329 72.8443904311 48.6363888652 70.3699602168 1.3729134893 1.8303662611 1.0748659980 64.8054389268 1.7014251995 20.6071512154 38.9237463430 17.5743663328 76.0259182532 61.0699450431 63.7308514802 62.7533582560 75.0094643983 61.3999056181 65.1045697304 68.3212418487 64.0124628341 8 7 3 7 10 7 5 7 6 8 8 5 8 1 1 1 7 0 1 3 4 0 0 2 8 7 7 7 8 0 7 7 7 0 0 7 62% (74%ile) 37% (65%ile) 6% (28%ile) 4% (63%ile) 9% (90%ile) 18% (67%ile) 6% (68%ile) 50% (74%ile) 0.2 = fraction pre-1960 (51%ile) 76%ile 0.0297 ug/m3 (1%ile) 61%ile 10 lifetime risk per million (1%ile) 63%ile 0.1 (1%ile) 62%ile 460 daily vehicles/meters distance (64%ile) 75%ile 0.0064 sites/km distance (1%ile) 61%ile 0.13 facilities/km distance (20%ile) 65%ile 0.38 facilities/km distance (38%ile) 68%ile 0.23 facilities/sq km area (17%ile) 64%ile 21724894.0000000000 2371158.0000000000 0 1 27760.3117775823 28129042.7970332205
12 20616 15007040700 9552 9523 6234 2895 3298 4974 7071 0.7402638191 1980 0.2079176730 309 0.0495668912 95 0.0328151986 772 0.0808207705 1834 0.1920016750 205 0.0412143144 346 0.1049120679 0.4740907460 0.2172310046 4528.5148062585 2074.9905558098 1128.3751689898 322.4823975128 0.0120486502 10.0000000000 0.1000000000 829.6297843840 0.0062317499 0.2776903565 0.5315584393 0.8605507426 118.3801723682 13.5953976825 11283.7516898982 112.8375168990 936133.6481533048 7.0317517976 313.3389029609 599.7973437979 971.0240895638 Hawaii HI 9 81.2804870193 33.1925490446 24.3539720817 62.2442189921 81.2507708079 74.5290795692 78.3337372056 42.2880946853 36.4589583341 72.4690666385 70.6843205648 91.6638490724 78.6800785920 0.2182262554 1.8303662611 1.0748659980 78.8807149861 1.6540510210 44.6852775053 44.1677595343 35.8025350464 77.4223719690 60.9007569981 69.0968995957 67.2008685709 87.5969776098 64.0977043448 75.6532891441 75.2184280558 72.0462363568 9 4 3 7 9 8 8 5 4 8 8 10 8 1 1 1 8 0 1 5 5 0 0 4 8 7 7 7 9 0 7 8 8 0 0 8 74% (81%ile) 21% (33%ile) 5% (24%ile) 3% (62%ile) 8% (81%ile) 19% (74%ile) 4% (42%ile) 47% (72%ile) 0.1 = fraction pre-1960 (36%ile) 77%ile 0.012 ug/m3 (0%ile) 60%ile 10 lifetime risk per million (1%ile) 69%ile 0.1 (1%ile) 67%ile 830 daily vehicles/meters distance (78%ile) 87%ile 0.0062 sites/km distance (1%ile) 64%ile 0.28 facilities/km distance (44%ile) 75%ile 0.53 facilities/km distance (44%ile) 75%ile 0.86 facilities/sq km area (35%ile) 72%ile 93005151.0000000000 5658877.0000000000 0 1 70950.4293149945 115233329.7073323578
13 20624 15009030100 1405 1374 980 467 796 729 1060 0.7544483986 400 0.2911208151 44 0.0448979592 0 0.0000000000 124 0.0882562278 342 0.2434163701 41 0.0562414266 170 0.2135678392 0.5227846069 0.2370232951 734.5123726346 333.0177296537 234.3871433253 75.2419798205 0.0026846006 10.0000000000 0.1000000000 0.0046765532 0.0398066625 0.0329594792 0.0973247551 50.0575557353 0.6292358547 2343.8714332533 23.4387143325 1.0961239415 9.3301699117 7.7252781836 22.8116713113 Hawaii HI 9 82.0728020535 51.0042892937 21.4097431797 22.2149776961 87.3264635475 91.2196103997 10.4895772204 61.9590696975 53.0589655984 77.1174117652 75.3619764353 7.5930221772 65.5506156308 0.0292580509 1.8303662611 1.0748659980 0.7827594098 2.7444494654 3.8365691660 11.1452377410 71.4770935032 58.8413451490 61.1806956436 60.6714580607 59.7579323526 60.0938330974 59.9756316335 61.8121208766 9 6 3 3 9 10 2 7 6 8 8 1 7 1 1 1 0 0 1 1 1 0 0 2 8 6 7 7 0 0 6 7 6 0 0 7 75% (82%ile) 29% (51%ile) 4% (21%ile) 0% (22%ile) 9% (87%ile) 24% (91%ile) 6% (61%ile) 52% (77%ile) 0.21 = fraction pre-1960 (53%ile) 71%ile 0.00268 ug/m3 (0%ile) 58%ile 10 lifetime risk per million (1%ile) 61%ile 0.1 (1%ile) 60%ile 0.0047 sites/km distance (0%ile) 59%ile 0.04 facilities/km distance (2%ile) 60%ile 0.033 facilities/km distance (3%ile) 59%ile 0.097 facilities/sq km area (11%ile) 61%ile 555262221.0000000000 25398369.0000000000 0 0 165450.9181509207 667169893.1947253942
14 20625 15009030201 2340 2327 1879 842 1045 1395 992 0.4239316239 623 0.2677266867 62 0.0329962746 0 0.0000000000 150 0.0641025641 554 0.2367521368 133 0.0953405018 97 0.0928229665 0.3458291553 0.1709182144 809.2402234637 399.9486215874 -23.7085570230 -29.3718443271 0.0063521816 10.0000000000 0.1000000000 7.0868595222 0.0053511202 0.1292001112 0.0908033666 0.0098923140 -2.2006985945 -0.1506010605 -237.0855702299 -2.3708557023 -168.0192130960 -0.1268673373 -3.0631482031 -2.1528167944 -0.2345324900 Hawaii HI 9 60.4734810662 46.1223337837 13.8610651481 22.2149776961 59.2951174656 89.9006101655 56.2295738392 87.6116027815 34.2663836750 57.2620275919 55.1869446757 12.9269845729 57.7176364334 0.0651806253 1.8303662611 1.0748659980 4.6368984700 1.3707744996 20.8229399202 14.1722671160 4.9075810703 55.1341860078 58.6779670685 58.4263245996 58.4806520514 57.3658121936 58.5702573228 58.1201119303 58.2216584263 56.4332033900 7 5 2 3 6 9 6 9 4 6 6 2 6 1 1 1 1 0 1 3 2 0 0 1 6 6 6 6 6 0 6 6 6 0 0 6 42% (60%ile) 27% (46%ile) 3% (13%ile) 0% (22%ile) 6% (59%ile) 24% (89%ile) 10% (87%ile) 35% (57%ile) 0.093 = fraction pre-1960 (34%ile) 55%ile 0.00635 ug/m3 (0%ile) 58%ile 10 lifetime risk per million (1%ile) 58%ile 0.1 (1%ile) 58%ile 7.1 daily vehicles/meters distance (4%ile) 57%ile 0.0054 sites/km distance (1%ile) 58%ile 0.13 facilities/km distance (20%ile) 58%ile 0.091 facilities/km distance (14%ile) 58%ile 0.0099 facilities/sq km area (4%ile) 56%ile 118113265.0000000000 4116462.0000000000 0 0 68639.8224567451 140691933.2772550285
15 20629 15009030402 8562 8562 6540 3180 3473 4778 5420 0.6330296660 1535 0.1792805419 294 0.0449541284 39 0.0122641509 397 0.0463676711 1550 0.1810324690 210 0.0439514441 264 0.0760149726 0.4061551039 0.1828214379 3477.5000000000 1565.3171513473 429.7617698603 -5.5554252167 0.0153866969 10.0000000000 0.1000000000 233.6880574427 0.0055146115 0.6633705951 0.5914191729 0.4432670413 32.6683291803 6.6126141119 4297.6176986027 42.9761769860 100430.1931617688 2.3699691830 285.0913210180 254.1693504667 190.4992282028 Hawaii HI 9 75.2886221409 26.8565530362 21.4439231945 41.5097856648 28.7449442824 68.6690121278 79.3833218173 46.1798708736 30.8409993308 65.1595288992 59.9703175674 82.9721886150 59.7346670413 0.4238414396 1.8303662611 1.0748659980 46.4851154373 1.4363834459 65.6894718646 46.0793962757 25.2542546354 68.9789876320 59.8548490559 63.0853618909 62.2063722143 69.2554009969 60.7689024131 74.9199434460 69.9134569074 65.2067338787 8 3 3 5 3 7 8 5 4 7 6 9 6 1 1 1 5 0 1 7 5 0 0 3 7 6 7 7 7 0 7 8 7 0 0 7 63% (75%ile) 18% (26%ile) 4% (21%ile) 1% (41%ile) 5% (28%ile) 18% (68%ile) 4% (46%ile) 41% (65%ile) 0.076 = fraction pre-1960 (30%ile) 68%ile 0.0154 ug/m3 (0%ile) 59%ile 10 lifetime risk per million (1%ile) 63%ile 0.1 (1%ile) 62%ile 230 daily vehicles/meters distance (46%ile) 69%ile 0.0055 sites/km distance (1%ile) 60%ile 0.66 facilities/km distance (65%ile) 74%ile 0.59 facilities/km distance (46%ile) 69%ile 0.44 facilities/sq km area (25%ile) 65%ile 46066876.0000000000 109238.0000000000 0 1 49929.5140313853 53123180.2369696796
16 20639 15009030800 7879 7871 5174 2235 2335 4210 6161 0.7819520244 1091 0.1386100877 195 0.0376884422 3 0.0013422819 594 0.0753902780 1027 0.1303464907 163 0.0387173397 285 0.1220556745 0.4602810560 0.1942216008 3626.5544403507 1530.2719926347 821.9375850282 84.7096204381 0.0169064550 10.0000000000 0.1000000000 575.9991000531 0.0008675195 0.0061499864 1.0347888110 0.5999348163 0.0263640121 100.3221463525 13.8960508008 8219.3758502819 82.1937585028 473435.3092760353 0.7130468458 5.0549049971 850.5318163110 493.1089740953 21.6695724544 Hawaii HI 9 83.5697361596 17.7978784355 16.7867123482 22.7576898463 75.1762179508 37.9999341618 67.3605976499 38.4952526223 39.4719140158 71.0499579469 63.9144112870 82.0845801288 66.2238170511 0.5328167647 1.8303662611 1.0748659980 70.4238972397 46.4801242962 1.6311542890 76.8934515139 46.3897571267 6.2894452647 76.1966079716 60.9434745816 66.6801583126 65.1083356253 81.3398307482 78.4421389238 62.8183222708 84.3474497827 73.9856189804 61.7713841743 9 2 2 3 8 4 7 4 4 8 7 9 7 1 1 1 8 5 1 8 5 0 0 1 8 7 7 7 9 8 7 9 8 0 0 7 78% (83%ile) 14% (17%ile) 4% (16%ile) 0% (22%ile) 8% (75%ile) 13% (37%ile) 4% (38%ile) 46% (71%ile) 0.12 = fraction pre-1960 (39%ile) 76%ile 0.0169 ug/m3 (0%ile) 60%ile 10 lifetime risk per million (1%ile) 66%ile 0.1 (1%ile) 65%ile 580 daily vehicles/meters distance (70%ile) 81%ile 0.00087 toxicity-weighted concentration/meters distance (46%ile) 78%ile 0.0061 sites/km distance (1%ile) 62%ile 1 facilities/km distance (76%ile) 84%ile 0.6 facilities/km distance (46%ile) 73%ile 0.026 facilities/sq km area (6%ile) 61%ile 141603534.0000000000 11781155.0000000000 0 0 80194.4536675024 176674254.7197769880

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data/data-pipeline/data_pipeline/tests/sources/ejscreen/test_etl.py Normal file
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import pathlib
from data_pipeline.etl.sources.ejscreen.etl import EJSCREENETL
from data_pipeline.tests.sources.example.test_etl import TestETL
class TestEJSCREENETL(TestETL):
_ETL_CLASS = EJSCREENETL
_SAMPLE_DATA_PATH = pathlib.Path(__file__).parents[0] / "data"
_SAMPLE_DATA_FILE_NAME = "EJSCREEN_2021_USPR_Tracts.csv"
_SAMPLE_DATA_ZIP_FILE_NAME = "EJSCREEN_2021_USPR_Tracts.csv.zip"
_EXTRACT_TMP_FOLDER_NAME = "EJSCREENETL"
def setup_method(self, _method, filename=__file__):
"""Invoke `setup_method` from Parent, but using the current file name.
This code can be copied identically between all child classes.
"""
super().setup_method(_method=_method, filename=filename)

6
data/data-pipeline/data_pipeline/tests/sources/example/data/extract.csv
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@ -1,7 +1,7 @@
GEOID10_TRACT,Input Field 1
06007040300,2.0000000000
06001020100,6.1000000000
06007040500,-7.8000000000
06027000800,2.0000000000
06069000802,6.1000000000
06061021322,-7.8000000000
15001021010,12.0000000000
15001021101,12.0552478300
15007040603,13.5141757800

1 GEOID10_TRACT Input Field 1
2 06007040300 06027000800 2.0000000000
3 06001020100 06069000802 6.1000000000
4 06007040500 06061021322 -7.8000000000
5 15001021010 12.0000000000
6 15001021101 12.0552478300
7 15007040603 13.5141757800

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6
data/data-pipeline/data_pipeline/tests/sources/example/data/output.csv
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@ -1,7 +1,7 @@
GEOID10_TRACT,Example Field 1
06007040300,4.0000000000
06001020100,12.2000000000
06007040500,-15.6000000000
06027000800,4.0000000000
06069000802,12.2000000000
06061021322,-15.6000000000
15001021010,24.0000000000
15001021101,24.1104956600
15007040603,27.0283515600

1 GEOID10_TRACT Example Field 1
2 06007040300 06027000800 4.0000000000
3 06001020100 06069000802 12.2000000000
4 06007040500 06061021322 -15.6000000000
5 15001021010 24.0000000000
6 15001021101 24.1104956600
7 15007040603 27.0283515600

6
data/data-pipeline/data_pipeline/tests/sources/example/data/transform.csv
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@ -1,7 +1,7 @@
GEOID10_TRACT,Input Field 1,Example Field 1
06007040300,2.0000000000,4.0000000000
06001020100,6.1000000000,12.2000000000
06007040500,-7.8000000000,-15.6000000000
06027000800,2.0000000000,4.0000000000
06069000802,6.1000000000,12.2000000000
06061021322,-7.8000000000,-15.6000000000
15001021010,12.0000000000,24.0000000000
15001021101,12.0552478300,24.1104956600
15007040603,13.5141757800,27.0283515600

1 GEOID10_TRACT Input Field 1 Example Field 1
2 06007040300 06027000800 2.0000000000 4.0000000000
3 06001020100 06069000802 6.1000000000 12.2000000000
4 06007040500 06061021322 -7.8000000000 -15.6000000000
5 15001021010 12.0000000000 24.0000000000
6 15001021101 12.0552478300 24.1104956600
7 15007040603 13.5141757800 27.0283515600

6
data/data-pipeline/data_pipeline/tests/sources/example/etl.py
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@ -1,8 +1,9 @@
import zipfile
import pandas as pd
import pandas as pd
from data_pipeline.config import settings
from data_pipeline.etl.base import ExtractTransformLoad, ValidGeoLevel
from data_pipeline.etl.base import ExtractTransformLoad
from data_pipeline.etl.base import ValidGeoLevel
from data_pipeline.utils import get_module_logger
logger = get_module_logger(__name__)
@ -21,6 +22,7 @@ class ExampleETL(ExtractTransformLoad):
LAST_UPDATED_YEAR = 2017
SOURCE_URL = "https://www.example.com/example.zip"
GEO_LEVEL = ValidGeoLevel.CENSUS_TRACT
LOAD_YAML_CONFIG: bool = True
def __init__(self):
self.COLUMNS_TO_KEEP = [

141
data/data-pipeline/data_pipeline/tests/sources/example/test_etl.py
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@ -1,14 +1,19 @@
# pylint: disable=protected-access,unsubscriptable-object
# pylint: disable=protected-access, unsubscriptable-object, unnecessary-dunder-call
import copy
import os
import pathlib
from typing import Optional
from typing import Type
import pytest
from unittest import mock
import numpy as np
import pandas as pd
from data_pipeline.etl.base import ExtractTransformLoad, ValidGeoLevel
import pytest
import requests
from data_pipeline.etl.base import ExtractTransformLoad
from data_pipeline.etl.base import ValidGeoLevel
from data_pipeline.etl.score.constants import TILES_ALASKA_AND_HAWAII_FIPS_CODE
from data_pipeline.etl.score.constants import TILES_CONTINENTAL_US_FIPS_CODE
from data_pipeline.tests.sources.example.etl import ExampleETL
from data_pipeline.utils import get_module_logger
@ -39,7 +44,7 @@ class TestETL:
# so that we do not have to manually copy the "sample data" when we run the tests.
_SAMPLE_DATA_PATH = pathlib.Path(__file__).parents[0] / "data"
_SAMPLE_DATA_FILE_NAME = "input.csv"
_SAMPLE_DATA_ZIP_FILE_NAME = "input.zip"
_SAMPLE_DATA_ZIP_FILE_NAME: Optional[str] = "input.zip"
_EXTRACT_TMP_FOLDER_NAME = "ExampleETL"
# Note: We used shared census tract IDs so that later our tests can join all the
@ -47,9 +52,9 @@ class TestETL:
# we use the same tract IDs across fixtures.
# The test fixtures may also contain other tract IDs that are not on this list.
_FIXTURES_SHARED_TRACT_IDS = [
"06007040300",
"06001020100",
"06007040500",
"06027000800",
"06069000802",
"06061021322",
"15001021010",
"15001021101",
"15007040603",
@ -84,7 +89,25 @@ class TestETL:
self._DATA_DIRECTORY_FOR_TEST = pathlib.Path(filename).parent / "data"
def _get_instance_of_etl_class(self) -> Type[ExtractTransformLoad]:
return self._ETL_CLASS()
etl_class = self._ETL_CLASS()
# Find out what unique state codes are present in the test fixture data.
states_expected_from_fixtures = {
x[0:2] for x in self._FIXTURES_SHARED_TRACT_IDS
}
# Set values to match test fixtures
etl_class.EXPECTED_MISSING_STATES = [
x
for x in TILES_CONTINENTAL_US_FIPS_CODE
+ TILES_ALASKA_AND_HAWAII_FIPS_CODE
if x not in states_expected_from_fixtures
]
etl_class.PUERTO_RICO_EXPECTED_IN_DATA = False
etl_class.ISLAND_AREAS_EXPECTED_IN_DATA = False
etl_class.ALASKA_AND_HAWAII_EXPECTED_IN_DATA = True
return etl_class
def _setup_etl_instance_and_run_extract(
self, mock_etl, mock_paths
@ -98,18 +121,47 @@ class TestETL:
In order to re-implement this method, usually it will involve a
decent amount of work to monkeypatch `requests` or another method that's
used to retrieve data in order to force that method to retrieve the fixture
data.
data. A basic version of that patching is included here for classes that can use it.
"""
# When running this in child classes, make sure the child class re-implements
# this method.
if self._ETL_CLASS is not ExampleETL:
raise NotImplementedError(
"Prepare and run extract method not defined for this class."
)
# The rest of this method applies for `ExampleETL` only.
etl = self._get_instance_of_etl_class()
etl.extract()
with mock.patch(
"data_pipeline.utils.requests"
) as requests_mock, mock.patch(
"data_pipeline.etl.score.etl_utils.get_state_fips_codes"
) as mock_get_state_fips_codes:
tmp_path = mock_paths[1]
if self._SAMPLE_DATA_ZIP_FILE_NAME is not None:
zip_file_fixture_src = (
self._DATA_DIRECTORY_FOR_TEST
/ self._SAMPLE_DATA_ZIP_FILE_NAME
)
# Create mock response.
with open(zip_file_fixture_src, mode="rb") as file:
file_contents = file.read()
else:
with open(
self._DATA_DIRECTORY_FOR_TEST / self._SAMPLE_DATA_FILE_NAME,
"rb",
) as file:
file_contents = file.read()
response_mock = requests.Response()
response_mock.status_code = 200
# pylint: disable=protected-access
response_mock._content = file_contents
# Return text fixture:
requests_mock.get = mock.MagicMock(return_value=response_mock)
mock_get_state_fips_codes.return_value = [
x[0:2] for x in self._FIXTURES_SHARED_TRACT_IDS
]
# Instantiate the ETL class.
etl = self._get_instance_of_etl_class()
# Monkey-patch the temporary directory to the one used in the test
etl.TMP_PATH = tmp_path
# Run the extract method.
etl.extract()
return etl
@ -154,6 +206,16 @@ class TestETL:
assert actual_file_path == expected_file_path
def test_tract_id_lengths(self, mock_etl, mock_paths):
etl = self._setup_etl_instance_and_run_extract(
mock_etl=mock_etl, mock_paths=mock_paths
)
etl.transform()
etl.validate()
etl.load()
df = etl.get_data_frame()
assert (df[etl.GEOID_TRACT_FIELD_NAME].str.len() == 11).all()
def test_fixtures_contain_shared_tract_ids_base(self, mock_etl, mock_paths):
"""Check presence of necessary shared tract IDs.
Note: We used shared census tract IDs so that later our tests can join all the
@ -185,9 +247,14 @@ class TestETL:
"""This will test that the sample data exists where it's supposed to as it's supposed to
As per conversation with Jorge, here we can *just* test that the zip file exists.
"""
assert (
self._SAMPLE_DATA_PATH / self._SAMPLE_DATA_ZIP_FILE_NAME
).exists()
if self._SAMPLE_DATA_ZIP_FILE_NAME is not None:
assert (
self._SAMPLE_DATA_PATH / self._SAMPLE_DATA_ZIP_FILE_NAME
).exists()
else:
assert (
self._SAMPLE_DATA_PATH / self._SAMPLE_DATA_FILE_NAME
).exists()
def test_extract_unzips_base(self, mock_etl, mock_paths):
"""Tests the extract method.
@ -195,17 +262,18 @@ class TestETL:
As per conversation with Jorge, no longer includes snapshot. Instead, verifies that the
file was unzipped from a "fake" downloaded zip (located in data) in a temporary path.
"""
tmp_path = mock_paths[1]
if self._SAMPLE_DATA_ZIP_FILE_NAME is not None:
tmp_path = mock_paths[1]
_ = self._setup_etl_instance_and_run_extract(
mock_etl=mock_etl,
mock_paths=mock_paths,
)
assert (
tmp_path
/ self._EXTRACT_TMP_FOLDER_NAME
/ self._SAMPLE_DATA_FILE_NAME
).exists()
_ = self._setup_etl_instance_and_run_extract(
mock_etl=mock_etl,
mock_paths=mock_paths,
)
assert (
tmp_path
/ self._EXTRACT_TMP_FOLDER_NAME
/ self._SAMPLE_DATA_FILE_NAME
).exists()
def test_extract_produces_valid_data(self, snapshot, mock_etl, mock_paths):
"""Tests the extract method.
@ -363,9 +431,14 @@ class TestETL:
etl_with_duplicate_geo_field.output_df = actual_output_df.copy(
deep=True
)
etl_with_duplicate_geo_field.output_df.reset_index(inplace=True)
etl_with_duplicate_geo_field.output_df.loc[
0:1, ExtractTransformLoad.GEOID_TRACT_FIELD_NAME
] = "06007040300"
] = etl_with_duplicate_geo_field.output_df[
ExtractTransformLoad.GEOID_TRACT_FIELD_NAME
].iloc[
0
]
with pytest.raises(ValueError) as error:
etl_with_duplicate_geo_field.validate()
assert str(error.value).startswith("Duplicate values:")
@ -436,7 +509,7 @@ class TestETL:
# Remove another column to keep and make sure error occurs.
etl_with_missing_column = copy.deepcopy(etl)
columns_to_keep = actual_output_df.columns[:-1]
columns_to_keep = etl.COLUMNS_TO_KEEP[:-1]
etl_with_missing_column.output_df = actual_output_df[columns_to_keep]
with pytest.raises(ValueError) as error:
etl_with_missing_column.validate()

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data/data-pipeline/data_pipeline/tests/sources/fsf_flood_risk/__init__.py Normal file
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17
data/data-pipeline/data_pipeline/tests/sources/fsf_flood_risk/data/extract.csv Normal file
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@ -0,0 +1,17 @@
GEOID,count_properties,mid_depth_100_year00,mid_depth_100_year30
6027000800,942,214,215
6069000802,1131,283,292
6061021322,1483,100,108
15001021010,1888,179,186
15001021101,3463,130,137
15007040603,1557,152,181
15007040700,1533,177,191
15009030100,1658,232,242
15009030201,6144,431,447
15001021402,4118,321,329
15001021800,2813,350,356
15009030402,3374,852,888
15009030800,4847,1003,1019
15003010201,2335,220,227
15007040604,5364,630,641
2290000400,1,1,1
1 GEOID count_properties mid_depth_100_year00 mid_depth_100_year30
2 6027000800 942 214 215
3 6069000802 1131 283 292
4 6061021322 1483 100 108
5 15001021010 1888 179 186
6 15001021101 3463 130 137
7 15007040603 1557 152 181
8 15007040700 1533 177 191
9 15009030100 1658 232 242
10 15009030201 6144 431 447
11 15001021402 4118 321 329
12 15001021800 2813 350 356
13 15009030402 3374 852 888
14 15009030800 4847 1003 1019
15 15003010201 2335 220 227
16 15007040604 5364 630 641
17 2290000400 1 1 1

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@ -0,0 +1,17 @@
GEOID10_TRACT,Count of properties eligible for flood risk calculation within tract (floor of 250),Count of properties at risk of flood today,Count of properties at risk of flood in 30 years,Share of properties at risk of flood today,Share of properties at risk of flood in 30 years
06027000800,942,214,215,0.2271762208,0.2282377919
06069000802,1131,283,292,0.2502210433,0.2581786030
06061021322,1483,100,108,0.0674308833,0.0728253540
15001021010,1888,179,186,0.0948093220,0.0985169492
15001021101,3463,130,137,0.0375397055,0.0395610742
15007040603,1557,152,181,0.0976236352,0.1162491972
15007040700,1533,177,191,0.1154598826,0.1245923027
15009030100,1658,232,242,0.1399276236,0.1459589867
15009030201,6144,431,447,0.0701497396,0.0727539062
15001021402,4118,321,329,0.0779504614,0.0798931520
15001021800,2813,350,356,0.1244223249,0.1265552791
15009030402,3374,852,888,0.2525192650,0.2631890931
15009030800,4847,1003,1019,0.2069321230,0.2102331339
15003010201,2335,220,227,0.0942184154,0.0972162741
15007040604,5364,630,641,0.1174496644,0.1195003729
02290000400,250,1,1,0.0040000000,0.0040000000
1 GEOID10_TRACT Count of properties eligible for flood risk calculation within tract (floor of 250) Count of properties at risk of flood today Count of properties at risk of flood in 30 years Share of properties at risk of flood today Share of properties at risk of flood in 30 years
2 06027000800 942 214 215 0.2271762208 0.2282377919
3 06069000802 1131 283 292 0.2502210433 0.2581786030
4 06061021322 1483 100 108 0.0674308833 0.0728253540
5 15001021010 1888 179 186 0.0948093220 0.0985169492
6 15001021101 3463 130 137 0.0375397055 0.0395610742
7 15007040603 1557 152 181 0.0976236352 0.1162491972
8 15007040700 1533 177 191 0.1154598826 0.1245923027
9 15009030100 1658 232 242 0.1399276236 0.1459589867
10 15009030201 6144 431 447 0.0701497396 0.0727539062
11 15001021402 4118 321 329 0.0779504614 0.0798931520
12 15001021800 2813 350 356 0.1244223249 0.1265552791
13 15009030402 3374 852 888 0.2525192650 0.2631890931
14 15009030800 4847 1003 1019 0.2069321230 0.2102331339
15 15003010201 2335 220 227 0.0942184154 0.0972162741
16 15007040604 5364 630 641 0.1174496644 0.1195003729
17 02290000400 250 1 1 0.0040000000 0.0040000000

17
data/data-pipeline/data_pipeline/tests/sources/fsf_flood_risk/data/transform.csv Normal file
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@ -0,0 +1,17 @@
GEOID,count_properties,Count of properties at risk of flood today,Count of properties at risk of flood in 30 years,GEOID10_TRACT,Count of properties eligible for flood risk calculation within tract (floor of 250),Share of properties at risk of flood today,Share of properties at risk of flood in 30 years
06027000800,942,214,215,06027000800,942,0.2271762208,0.2282377919
06069000802,1131,283,292,06069000802,1131,0.2502210433,0.2581786030
06061021322,1483,100,108,06061021322,1483,0.0674308833,0.0728253540
15001021010,1888,179,186,15001021010,1888,0.0948093220,0.0985169492
15001021101,3463,130,137,15001021101,3463,0.0375397055,0.0395610742
15007040603,1557,152,181,15007040603,1557,0.0976236352,0.1162491972
15007040700,1533,177,191,15007040700,1533,0.1154598826,0.1245923027
15009030100,1658,232,242,15009030100,1658,0.1399276236,0.1459589867
15009030201,6144,431,447,15009030201,6144,0.0701497396,0.0727539062
15001021402,4118,321,329,15001021402,4118,0.0779504614,0.0798931520
15001021800,2813,350,356,15001021800,2813,0.1244223249,0.1265552791
15009030402,3374,852,888,15009030402,3374,0.2525192650,0.2631890931
15009030800,4847,1003,1019,15009030800,4847,0.2069321230,0.2102331339
15003010201,2335,220,227,15003010201,2335,0.0942184154,0.0972162741
15007040604,5364,630,641,15007040604,5364,0.1174496644,0.1195003729
2290000400,1,1,1,02290000400,250,0.0040000000,0.0040000000
1 GEOID count_properties Count of properties at risk of flood today Count of properties at risk of flood in 30 years GEOID10_TRACT Count of properties eligible for flood risk calculation within tract (floor of 250) Share of properties at risk of flood today Share of properties at risk of flood in 30 years
2 06027000800 942 214 215 06027000800 942 0.2271762208 0.2282377919
3 06069000802 1131 283 292 06069000802 1131 0.2502210433 0.2581786030
4 06061021322 1483 100 108 06061021322 1483 0.0674308833 0.0728253540
5 15001021010 1888 179 186 15001021010 1888 0.0948093220 0.0985169492
6 15001021101 3463 130 137 15001021101 3463 0.0375397055 0.0395610742
7 15007040603 1557 152 181 15007040603 1557 0.0976236352 0.1162491972
8 15007040700 1533 177 191 15007040700 1533 0.1154598826 0.1245923027
9 15009030100 1658 232 242 15009030100 1658 0.1399276236 0.1459589867
10 15009030201 6144 431 447 15009030201 6144 0.0701497396 0.0727539062
11 15001021402 4118 321 329 15001021402 4118 0.0779504614 0.0798931520
12 15001021800 2813 350 356 15001021800 2813 0.1244223249 0.1265552791
13 15009030402 3374 852 888 15009030402 3374 0.2525192650 0.2631890931
14 15009030800 4847 1003 1019 15009030800 4847 0.2069321230 0.2102331339
15 15003010201 2335 220 227 15003010201 2335 0.0942184154 0.0972162741
16 15007040604 5364 630 641 15007040604 5364 0.1174496644 0.1195003729
17 2290000400 1 1 1 02290000400 250 0.0040000000 0.0040000000

23
data/data-pipeline/data_pipeline/tests/sources/fsf_flood_risk/test_etl.py Normal file
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@ -0,0 +1,23 @@
import pathlib
from data_pipeline.etl.sources.fsf_flood_risk.etl import FloodRiskETL
from data_pipeline.tests.sources.example.test_etl import TestETL
class TestFloodRiskETL(TestETL):
_ETL_CLASS = FloodRiskETL
_SAMPLE_DATA_PATH = pathlib.Path(__file__).parents[0] / "data"
_SAMPLE_DATA_FILE_NAME = "fsf_flood/flood-tract2010.csv"
_SAMPLE_DATA_ZIP_FILE_NAME = "fsf_flood.zip"
_EXTRACT_TMP_FOLDER_NAME = "FloodRiskETL"
_FIXTURES_SHARED_TRACT_IDS = TestETL._FIXTURES_SHARED_TRACT_IDS + [
"02290000400" # A tract with 1 property
]
def setup_method(self, _method, filename=__file__):
"""Invoke `setup_method` from Parent, but using the current file name.
This code can be copied identically between all child classes.
"""
super().setup_method(_method=_method, filename=filename)

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data/data-pipeline/data_pipeline/tests/sources/fsf_wildfire_risk/__init__.py Normal file
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data/data-pipeline/data_pipeline/tests/sources/fsf_wildfire_risk/data/extract.csv Normal file
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@ -0,0 +1,17 @@
GEOID,count_properties,burnprob_year00_flag,burnprob_year30_flag
6027000800,942,31,634
6069000802,1131,0,264
6061021322,1483,13,478
15001021010,1888,62,550
15001021101,3463,18,192
15007040603,1557,0,509
15007040700,1535,0,43
15009030100,1660,177,968
15009030201,6144,173,2856
15001021402,4118,20,329
15001021800,2814,111,770
15009030402,3375,7,437
15009030800,4847,3268,3529
15003010201,2335,1949,2005
15007040604,5365,3984,4439
4003001402,1,1,1
1 GEOID count_properties burnprob_year00_flag burnprob_year30_flag
2 6027000800 942 31 634
3 6069000802 1131 0 264
4 6061021322 1483 13 478
5 15001021010 1888 62 550
6 15001021101 3463 18 192
7 15007040603 1557 0 509
8 15007040700 1535 0 43
9 15009030100 1660 177 968
10 15009030201 6144 173 2856
11 15001021402 4118 20 329
12 15001021800 2814 111 770
13 15009030402 3375 7 437
14 15009030800 4847 3268 3529
15 15003010201 2335 1949 2005
16 15007040604 5365 3984 4439
17 4003001402 1 1 1

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@ -0,0 +1,17 @@
GEOID10_TRACT,Count of properties eligible for wildfire risk calculation within tract (floor of 250),Count of properties at risk of wildfire today,Count of properties at risk of wildfire in 30 years,Share of properties at risk of fire today,Share of properties at risk of fire in 30 years
06027000800,942,31,634,0.0329087049,0.6730360934
06069000802,1131,0,264,0.0000000000,0.2334217507
06061021322,1483,13,478,0.0087660148,0.3223196224
15001021010,1888,62,550,0.0328389831,0.2913135593
15001021101,3463,18,192,0.0051978054,0.0554432573
15007040603,1557,0,509,0.0000000000,0.3269107258
15007040700,1535,0,43,0.0000000000,0.0280130293
15009030100,1660,177,968,0.1066265060,0.5831325301
15009030201,6144,173,2856,0.0281575521,0.4648437500
15001021402,4118,20,329,0.0048567266,0.0798931520
15001021800,2814,111,770,0.0394456290,0.2736318408
15009030402,3375,7,437,0.0020740741,0.1294814815
15009030800,4847,3268,3529,0.6742314834,0.7280792243
15003010201,2335,1949,2005,0.8346895075,0.8586723769
15007040604,5365,3984,4439,0.7425908667,0.8273998136
04003001402,250,1,1,0.0040000000,0.0040000000
1 GEOID10_TRACT Count of properties eligible for wildfire risk calculation within tract (floor of 250) Count of properties at risk of wildfire today Count of properties at risk of wildfire in 30 years Share of properties at risk of fire today Share of properties at risk of fire in 30 years
2 06027000800 942 31 634 0.0329087049 0.6730360934
3 06069000802 1131 0 264 0.0000000000 0.2334217507
4 06061021322 1483 13 478 0.0087660148 0.3223196224
5 15001021010 1888 62 550 0.0328389831 0.2913135593
6 15001021101 3463 18 192 0.0051978054 0.0554432573
7 15007040603 1557 0 509 0.0000000000 0.3269107258
8 15007040700 1535 0 43 0.0000000000 0.0280130293
9 15009030100 1660 177 968 0.1066265060 0.5831325301
10 15009030201 6144 173 2856 0.0281575521 0.4648437500
11 15001021402 4118 20 329 0.0048567266 0.0798931520
12 15001021800 2814 111 770 0.0394456290 0.2736318408
13 15009030402 3375 7 437 0.0020740741 0.1294814815
14 15009030800 4847 3268 3529 0.6742314834 0.7280792243
15 15003010201 2335 1949 2005 0.8346895075 0.8586723769
16 15007040604 5365 3984 4439 0.7425908667 0.8273998136
17 04003001402 250 1 1 0.0040000000 0.0040000000

17
data/data-pipeline/data_pipeline/tests/sources/fsf_wildfire_risk/data/transform.csv Normal file
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GEOID,count_properties,Count of properties at risk of wildfire today,Count of properties at risk of wildfire in 30 years,GEOID10_TRACT,Count of properties eligible for wildfire risk calculation within tract (floor of 250),Share of properties at risk of fire today,Share of properties at risk of fire in 30 years
06027000800,942,31,634,06027000800,942,0.0329087049,0.6730360934
06069000802,1131,0,264,06069000802,1131,0.0000000000,0.2334217507
06061021322,1483,13,478,06061021322,1483,0.0087660148,0.3223196224
15001021010,1888,62,550,15001021010,1888,0.0328389831,0.2913135593
15001021101,3463,18,192,15001021101,3463,0.0051978054,0.0554432573
15007040603,1557,0,509,15007040603,1557,0.0000000000,0.3269107258
15007040700,1535,0,43,15007040700,1535,0.0000000000,0.0280130293
15009030100,1660,177,968,15009030100,1660,0.1066265060,0.5831325301
15009030201,6144,173,2856,15009030201,6144,0.0281575521,0.4648437500
15001021402,4118,20,329,15001021402,4118,0.0048567266,0.0798931520
15001021800,2814,111,770,15001021800,2814,0.0394456290,0.2736318408
15009030402,3375,7,437,15009030402,3375,0.0020740741,0.1294814815
15009030800,4847,3268,3529,15009030800,4847,0.6742314834,0.7280792243
15003010201,2335,1949,2005,15003010201,2335,0.8346895075,0.8586723769
15007040604,5365,3984,4439,15007040604,5365,0.7425908667,0.8273998136
4003001402,1,1,1,04003001402,250,0.0040000000,0.0040000000
1 GEOID count_properties Count of properties at risk of wildfire today Count of properties at risk of wildfire in 30 years GEOID10_TRACT Count of properties eligible for wildfire risk calculation within tract (floor of 250) Share of properties at risk of fire today Share of properties at risk of fire in 30 years
2 06027000800 942 31 634 06027000800 942 0.0329087049 0.6730360934
3 06069000802 1131 0 264 06069000802 1131 0.0000000000 0.2334217507
4 06061021322 1483 13 478 06061021322 1483 0.0087660148 0.3223196224
5 15001021010 1888 62 550 15001021010 1888 0.0328389831 0.2913135593
6 15001021101 3463 18 192 15001021101 3463 0.0051978054 0.0554432573
7 15007040603 1557 0 509 15007040603 1557 0.0000000000 0.3269107258
8 15007040700 1535 0 43 15007040700 1535 0.0000000000 0.0280130293
9 15009030100 1660 177 968 15009030100 1660 0.1066265060 0.5831325301
10 15009030201 6144 173 2856 15009030201 6144 0.0281575521 0.4648437500
11 15001021402 4118 20 329 15001021402 4118 0.0048567266 0.0798931520
12 15001021800 2814 111 770 15001021800 2814 0.0394456290 0.2736318408
13 15009030402 3375 7 437 15009030402 3375 0.0020740741 0.1294814815
14 15009030800 4847 3268 3529 15009030800 4847 0.6742314834 0.7280792243
15 15003010201 2335 1949 2005 15003010201 2335 0.8346895075 0.8586723769
16 15007040604 5365 3984 4439 15007040604 5365 0.7425908667 0.8273998136
17 4003001402 1 1 1 04003001402 250 0.0040000000 0.0040000000

23
data/data-pipeline/data_pipeline/tests/sources/fsf_wildfire_risk/test_etl.py Normal file
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import pathlib
from data_pipeline.etl.sources.fsf_wildfire_risk.etl import WildfireRiskETL
from data_pipeline.tests.sources.example.test_etl import TestETL
class TestWildfireRiskETL(TestETL):
_ETL_CLASS = WildfireRiskETL
_SAMPLE_DATA_PATH = pathlib.Path(__file__).parents[0] / "data"
_SAMPLE_DATA_FILE_NAME = "fsf_fire/fire-tract2010.csv"
_SAMPLE_DATA_ZIP_FILE_NAME = "fsf_fire.zip"
_EXTRACT_TMP_FOLDER_NAME = "WildfireRiskETL"
_FIXTURES_SHARED_TRACT_IDS = TestETL._FIXTURES_SHARED_TRACT_IDS + [
"04003001402" # A tract with 1 property, also missing a digit
]
def setup_method(self, _method, filename=__file__):
"""Invoke `setup_method` from Parent, but using the current file name.
This code can be copied identically between all child classes.
"""
super().setup_method(_method=_method, filename=filename)

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data/data-pipeline/data_pipeline/tests/sources/geocorr/__init__.py Normal file
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GEOID10_TRACT,population_in_rural_areas,population_in_urban_areas,perc_population_in_rural_areas,perc_population_in_urban_areas,urban_heuristic_flag
06027000800,3378.0000000000,,1.0000000000,,0
06061021322,2252.0000000000,6510.0000000000,0.2570189454,0.7429810546,1
06069000802,2007.0000000000,527.0000000000,0.7920284136,0.2079715864,0
15001021010,7884.0000000000,,1.0000000000,,0
15001021101,3312.0000000000,219.0000000000,0.9379779099,0.0620220901,0
15001021402,1532.0000000000,2493.0000000000,0.3806211180,0.6193788820,1
15001021800,2725.0000000000,3597.0000000000,0.4310344828,0.5689655172,1
15003010201,827.0000000000,5055.0000000000,0.1405984359,0.8594015641,1
15007040603,789.0000000000,1755.0000000000,0.3101415094,0.6898584906,1
15007040604,275.0000000000,2864.0000000000,0.0876075183,0.9123924817,1
15007040700,814.0000000000,7589.0000000000,0.0968701654,0.9031298346,1
15009030100,2291.0000000000,,1.0000000000,,0
15009030201,1982.0000000000,471.0000000000,0.8079902161,0.1920097839,0
15009030402,419.0000000000,8233.0000000000,0.0484281091,0.9515718909,1
15009030800,1100.0000000000,5807.0000000000,0.1592587230,0.8407412770,1
1 GEOID10_TRACT population_in_rural_areas population_in_urban_areas perc_population_in_rural_areas perc_population_in_urban_areas urban_heuristic_flag
2 06027000800 3378.0000000000 1.0000000000 0
3 06061021322 2252.0000000000 6510.0000000000 0.2570189454 0.7429810546 1
4 06069000802 2007.0000000000 527.0000000000 0.7920284136 0.2079715864 0
5 15001021010 7884.0000000000 1.0000000000 0
6 15001021101 3312.0000000000 219.0000000000 0.9379779099 0.0620220901 0
7 15001021402 1532.0000000000 2493.0000000000 0.3806211180 0.6193788820 1
8 15001021800 2725.0000000000 3597.0000000000 0.4310344828 0.5689655172 1
9 15003010201 827.0000000000 5055.0000000000 0.1405984359 0.8594015641 1
10 15007040603 789.0000000000 1755.0000000000 0.3101415094 0.6898584906 1
11 15007040604 275.0000000000 2864.0000000000 0.0876075183 0.9123924817 1
12 15007040700 814.0000000000 7589.0000000000 0.0968701654 0.9031298346 1
13 15009030100 2291.0000000000 1.0000000000 0
14 15009030201 1982.0000000000 471.0000000000 0.8079902161 0.1920097839 0
15 15009030402 419.0000000000 8233.0000000000 0.0484281091 0.9515718909 1
16 15009030800 1100.0000000000 5807.0000000000 0.1592587230 0.8407412770 1

16
data/data-pipeline/data_pipeline/tests/sources/geocorr/data/geocorr_urban_rural.csv Normal file
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GEOID10_TRACT,population_in_rural_areas,population_in_urban_areas,perc_population_in_rural_areas,perc_population_in_urban_areas,urban_heuristic_flag
06027000800,3378.0,,1.0,,0
06061021322,2252.0,6510.0,0.25701894544624515,0.7429810545537548,1
06069000802,2007.0,527.0,0.7920284135753749,0.2079715864246251,0
15001021010,7884.0,,1.0,,0
15001021101,3312.0,219.0,0.9379779099405268,0.062022090059473234,0
15001021402,1532.0,2493.0,0.3806211180124224,0.6193788819875776,1
15001021800,2725.0,3597.0,0.43103448275862066,0.5689655172413793,1
15003010201,827.0,5055.0,0.14059843590615437,0.8594015640938456,1
15007040603,789.0,1755.0,0.31014150943396224,0.6898584905660378,1
15007040604,275.0,2864.0,0.08760751831793565,0.9123924816820643,1
15007040700,814.0,7589.0,0.09687016541711294,0.9031298345828871,1
15009030100,2291.0,,1.0,,0
15009030201,1982.0,471.0,0.807990216061965,0.19200978393803506,0
15009030402,419.0,8233.0,0.04842810910772076,0.9515718908922792,1
15009030800,1100.0,5807.0,0.1592587230346026,0.8407412769653975,1
1 GEOID10_TRACT population_in_rural_areas population_in_urban_areas perc_population_in_rural_areas perc_population_in_urban_areas urban_heuristic_flag
2 06027000800 3378.0 1.0 0
3 06061021322 2252.0 6510.0 0.25701894544624515 0.7429810545537548 1
4 06069000802 2007.0 527.0 0.7920284135753749 0.2079715864246251 0
5 15001021010 7884.0 1.0 0
6 15001021101 3312.0 219.0 0.9379779099405268 0.062022090059473234 0
7 15001021402 1532.0 2493.0 0.3806211180124224 0.6193788819875776 1
8 15001021800 2725.0 3597.0 0.43103448275862066 0.5689655172413793 1
9 15003010201 827.0 5055.0 0.14059843590615437 0.8594015640938456 1
10 15007040603 789.0 1755.0 0.31014150943396224 0.6898584905660378 1
11 15007040604 275.0 2864.0 0.08760751831793565 0.9123924816820643 1
12 15007040700 814.0 7589.0 0.09687016541711294 0.9031298345828871 1
13 15009030100 2291.0 1.0 0
14 15009030201 1982.0 471.0 0.807990216061965 0.19200978393803506 0
15 15009030402 419.0 8233.0 0.04842810910772076 0.9515718908922792 1
16 15009030800 1100.0 5807.0 0.1592587230346026 0.8407412769653975 1

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GEOID10_TRACT,Urban Heuristic Flag
06027000800,0
06061021322,1
06069000802,0
15001021010,0
15001021101,0
15001021402,1
15001021800,1
15003010201,1
15007040603,1
15007040604,1
15007040700,1
15009030100,0
15009030201,0
15009030402,1
15009030800,1
1 GEOID10_TRACT Urban Heuristic Flag
2 06027000800 0
3 06061021322 1
4 06069000802 0
5 15001021010 0
6 15001021101 0
7 15001021402 1
8 15001021800 1
9 15003010201 1
10 15007040603 1
11 15007040604 1
12 15007040700 1
13 15009030100 0
14 15009030201 0
15 15009030402 1
16 15009030800 1

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GEOID10_TRACT,population_in_rural_areas,population_in_urban_areas,perc_population_in_rural_areas,perc_population_in_urban_areas,Urban Heuristic Flag
06027000800,3378.0000000000,,1.0000000000,,0
06061021322,2252.0000000000,6510.0000000000,0.2570189454,0.7429810546,1
06069000802,2007.0000000000,527.0000000000,0.7920284136,0.2079715864,0
15001021010,7884.0000000000,,1.0000000000,,0
15001021101,3312.0000000000,219.0000000000,0.9379779099,0.0620220901,0
15001021402,1532.0000000000,2493.0000000000,0.3806211180,0.6193788820,1
15001021800,2725.0000000000,3597.0000000000,0.4310344828,0.5689655172,1
15003010201,827.0000000000,5055.0000000000,0.1405984359,0.8594015641,1
15007040603,789.0000000000,1755.0000000000,0.3101415094,0.6898584906,1
15007040604,275.0000000000,2864.0000000000,0.0876075183,0.9123924817,1
15007040700,814.0000000000,7589.0000000000,0.0968701654,0.9031298346,1
15009030100,2291.0000000000,,1.0000000000,,0
15009030201,1982.0000000000,471.0000000000,0.8079902161,0.1920097839,0
15009030402,419.0000000000,8233.0000000000,0.0484281091,0.9515718909,1
15009030800,1100.0000000000,5807.0000000000,0.1592587230,0.8407412770,1
1 GEOID10_TRACT population_in_rural_areas population_in_urban_areas perc_population_in_rural_areas perc_population_in_urban_areas Urban Heuristic Flag
2 06027000800 3378.0000000000 1.0000000000 0
3 06061021322 2252.0000000000 6510.0000000000 0.2570189454 0.7429810546 1
4 06069000802 2007.0000000000 527.0000000000 0.7920284136 0.2079715864 0
5 15001021010 7884.0000000000 1.0000000000 0
6 15001021101 3312.0000000000 219.0000000000 0.9379779099 0.0620220901 0
7 15001021402 1532.0000000000 2493.0000000000 0.3806211180 0.6193788820 1
8 15001021800 2725.0000000000 3597.0000000000 0.4310344828 0.5689655172 1
9 15003010201 827.0000000000 5055.0000000000 0.1405984359 0.8594015641 1
10 15007040603 789.0000000000 1755.0000000000 0.3101415094 0.6898584906 1
11 15007040604 275.0000000000 2864.0000000000 0.0876075183 0.9123924817 1
12 15007040700 814.0000000000 7589.0000000000 0.0968701654 0.9031298346 1
13 15009030100 2291.0000000000 1.0000000000 0
14 15009030201 1982.0000000000 471.0000000000 0.8079902161 0.1920097839 0
15 15009030402 419.0000000000 8233.0000000000 0.0484281091 0.9515718909 1
16 15009030800 1100.0000000000 5807.0000000000 0.1592587230 0.8407412770 1

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data/data-pipeline/data_pipeline/tests/sources/geocorr/test_etl.py Normal file
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import pathlib
from data_pipeline.etl.sources.geocorr.etl import GeoCorrETL
from data_pipeline.tests.sources.example.test_etl import TestETL
class TestGeoCorrETL(TestETL):
_ETL_CLASS = GeoCorrETL
_SAMPLE_DATA_PATH = pathlib.Path(__file__).parents[0] / "data"
_SAMPLE_DATA_FILE_NAME = "geocorr_urban_rural.csv"
_SAMPLE_DATA_ZIP_FILE_NAME = "geocorr_urban_rural.csv.zip"
_EXTRACT_TMP_FOLDER_NAME = "GeoCorrETL"
def setup_method(self, _method, filename=__file__):
"""Invoke `setup_method` from Parent, but using the current file name.
This code can be copied identically between all child classes.
"""
super().setup_method(_method=_method, filename=filename)

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data/data-pipeline/data_pipeline/tests/sources/historic_redlining/__init__.py Normal file
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data/data-pipeline/data_pipeline/tests/sources/historic_redlining/data/output.csv Normal file
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GEOID10_TRACT,Tract-level redlining score,Tract-level redlining score meets or exceeds 3.25,Tract-level redlining score meets or exceeds 3.5,Tract-level redlining score meets or exceeds 3.75
06027000800,3.3000000000,True,False,False
06061021322,3.9900000000,True,True,True
06069000802,3.7800000000,True,True,True
15001021010,4.0000000000,True,True,True
15001021101,4.0000000000,True,True,True
15001021402,3.8600000000,True,True,True
15001021800,4.0000000000,True,True,True
15003010201,3.9600000000,True,True,True
15007040603,3.9700000000,True,True,True
15007040604,3.9400000000,True,True,True
15007040700,3.2000000000,False,False,False
15009030100,3.7700000000,True,True,True
15009030201,3.2300000000,False,False,False
15009030402,3.0000000000,False,False,False
15009030800,3.4000000000,True,False,False
1 GEOID10_TRACT Tract-level redlining score Tract-level redlining score meets or exceeds 3.25 Tract-level redlining score meets or exceeds 3.5 Tract-level redlining score meets or exceeds 3.75
2 06027000800 3.3000000000 True False False
3 06061021322 3.9900000000 True True True
4 06069000802 3.7800000000 True True True
5 15001021010 4.0000000000 True True True
6 15001021101 4.0000000000 True True True
7 15001021402 3.8600000000 True True True
8 15001021800 4.0000000000 True True True
9 15003010201 3.9600000000 True True True
10 15007040603 3.9700000000 True True True
11 15007040604 3.9400000000 True True True
12 15007040700 3.2000000000 False False False
13 15009030100 3.7700000000 True True True
14 15009030201 3.2300000000 False False False
15 15009030402 3.0000000000 False False False
16 15009030800 3.4000000000 True False False

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GEOID10,CBSA_NAME,CBSA_NUM,EQINTERVAL2010,Tract-level redlining score,GEOID10_TRACT,Tract-level redlining score meets or exceeds 3.25,Tract-level redlining score meets or exceeds 3.5,Tract-level redlining score meets or exceeds 3.75
6027000800,"Birmingham-Hoover, AL",13820,4,3.3000000000,06027000800,True,False,False
6061021322,"Birmingham-Hoover, AL",13820,4,3.9900000000,06061021322,True,True,True
6069000802,"Birmingham-Hoover, AL",13820,4,3.7800000000,06069000802,True,True,True
15001021010,"Birmingham-Hoover, AL",13820,4,4.0000000000,15001021010,True,True,True
15001021101,"Birmingham-Hoover, AL",13820,4,4.0000000000,15001021101,True,True,True
15001021402,"Birmingham-Hoover, AL",13820,4,3.8600000000,15001021402,True,True,True
15001021800,"Birmingham-Hoover, AL",13820,4,4.0000000000,15001021800,True,True,True
15003010201,"Birmingham-Hoover, AL",13820,4,3.9600000000,15003010201,True,True,True
15007040603,"Birmingham-Hoover, AL",13820,4,3.9700000000,15007040603,True,True,True
15007040604,"Birmingham-Hoover, AL",13820,4,3.9400000000,15007040604,True,True,True
15007040700,"Birmingham-Hoover, AL",13820,3,3.2000000000,15007040700,False,False,False
15009030100,"Birmingham-Hoover, AL",13820,4,3.7700000000,15009030100,True,True,True
15009030201,"Birmingham-Hoover, AL",13820,3,3.2300000000,15009030201,False,False,False
15009030402,"Birmingham-Hoover, AL",13820,3,3.0000000000,15009030402,False,False,False
15009030800,"Birmingham-Hoover, AL",13820,4,3.4000000000,15009030800,True,False,False
1 GEOID10 CBSA_NAME CBSA_NUM EQINTERVAL2010 Tract-level redlining score GEOID10_TRACT Tract-level redlining score meets or exceeds 3.25 Tract-level redlining score meets or exceeds 3.5 Tract-level redlining score meets or exceeds 3.75
2 6027000800 Birmingham-Hoover, AL 13820 4 3.3000000000 06027000800 True False False
3 6061021322 Birmingham-Hoover, AL 13820 4 3.9900000000 06061021322 True True True
4 6069000802 Birmingham-Hoover, AL 13820 4 3.7800000000 06069000802 True True True
5 15001021010 Birmingham-Hoover, AL 13820 4 4.0000000000 15001021010 True True True
6 15001021101 Birmingham-Hoover, AL 13820 4 4.0000000000 15001021101 True True True
7 15001021402 Birmingham-Hoover, AL 13820 4 3.8600000000 15001021402 True True True
8 15001021800 Birmingham-Hoover, AL 13820 4 4.0000000000 15001021800 True True True
9 15003010201 Birmingham-Hoover, AL 13820 4 3.9600000000 15003010201 True True True
10 15007040603 Birmingham-Hoover, AL 13820 4 3.9700000000 15007040603 True True True
11 15007040604 Birmingham-Hoover, AL 13820 4 3.9400000000 15007040604 True True True
12 15007040700 Birmingham-Hoover, AL 13820 3 3.2000000000 15007040700 False False False
13 15009030100 Birmingham-Hoover, AL 13820 4 3.7700000000 15009030100 True True True
14 15009030201 Birmingham-Hoover, AL 13820 3 3.2300000000 15009030201 False False False
15 15009030402 Birmingham-Hoover, AL 13820 3 3.0000000000 15009030402 False False False
16 15009030800 Birmingham-Hoover, AL 13820 4 3.4000000000 15009030800 True False False

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data/data-pipeline/data_pipeline/tests/sources/historic_redlining/test_etl.py Normal file
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# pylint: disable=protected-access
import pathlib
import pandas as pd
from data_pipeline.etl.sources.historic_redlining.etl import (
HistoricRedliningETL,
)
from data_pipeline.tests.sources.example.test_etl import TestETL
class TestHistoricRedliningETL(TestETL):
_ETL_CLASS = HistoricRedliningETL
_SAMPLE_DATA_PATH = pathlib.Path(__file__).parents[0] / "data"
_SAMPLE_DATA_FILE_NAME = "HRS_2010.xlsx"
_SAMPLE_DATA_ZIP_FILE_NAME = "HRS_2010.zip"
_EXTRACT_TMP_FOLDER_NAME = "HistoricRedliningETL"
def setup_method(self, _method, filename=__file__):
"""Invoke `setup_method` from Parent, but using the current file name.
This code can be copied identically between all child classes.
"""
super().setup_method(_method=_method, filename=filename)
def test_extract_produces_valid_data(self, snapshot, mock_etl, mock_paths):
etl = self._setup_etl_instance_and_run_extract(
mock_etl=mock_etl,
mock_paths=mock_paths,
)
tmp_df = pd.read_excel(
etl.get_tmp_path() / self._SAMPLE_DATA_FILE_NAME,
dtype={etl.GEOID_TRACT_FIELD_NAME: str},
)
assert tmp_df.shape == (15, 5)
def test_load_base(self, snapshot, mock_etl, mock_paths):
"""Test load method.
We need to run transform here for real to add
the dynamic cols to keep
"""
# setup - input variables
etl = self._setup_etl_instance_and_run_extract(
mock_etl=mock_etl,
mock_paths=mock_paths,
)
etl.transform()
etl.load()
# Make sure it creates the file.
actual_output_path = etl._get_output_file_path()
assert actual_output_path.exists()
# Check COLUMNS_TO_KEEP remain
actual_output = pd.read_csv(
actual_output_path, dtype={etl.GEOID_TRACT_FIELD_NAME: str}
)
for col in etl.COLUMNS_TO_KEEP:
assert col in actual_output.columns, f"{col} is missing from output"
# Check the snapshots
snapshot.snapshot_dir = self._DATA_DIRECTORY_FOR_TEST
snapshot.assert_match(
actual_output.to_csv(index=False, float_format=self._FLOAT_FORMAT),
self._OUTPUT_CSV_FILE_NAME,
)

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source,sumlevel,geoid,name,st,cnty,tract,T3_est1,T3_est2,T3_est3,T3_est4,T3_est5,T3_est6,T3_est7,T3_est8,T3_est9,T3_est10,T3_est11,T3_est12,T3_est13,T3_est14,T3_est15,T3_est16,T3_est17,T3_est18,T3_est19,T3_est20,T3_est21,T3_est22,T3_est23,T3_est24,T3_est25,T3_est26,T3_est27,T3_est28,T3_est29,T3_est30,T3_est31,T3_est32,T3_est33,T3_est34,T3_est35,T3_est36,T3_est37,T3_est38,T3_est39,T3_est40,T3_est41,T3_est42,T3_est43,T3_est44,T3_est45,T3_est46,T3_est47,T3_est48,T3_est49,T3_est50,T3_est51,T3_est52,T3_est53,T3_est54,T3_est55,T3_est56,T3_est57,T3_est58,T3_est59,T3_est60,T3_est61,T3_est62,T3_est63,T3_est64,T3_est65,T3_est66,T3_est67,T3_est68,T3_est69,T3_est70,T3_est71,T3_est72,T3_est73,T3_est74,T3_est75,T3_est76,T3_est77,T3_est78,T3_est79,T3_est80,T3_est81,T3_est82,T3_est83,T3_est84,T3_est85,T3_est86,T3_est87,T3_moe1,T3_moe2,T3_moe3,T3_moe4,T3_moe5,T3_moe6,T3_moe7,T3_moe8,T3_moe9,T3_moe10,T3_moe11,T3_moe12,T3_moe13,T3_moe14,T3_moe15,T3_moe16,T3_moe17,T3_moe18,T3_moe19,T3_moe20,T3_moe21,T3_moe22,T3_moe23,T3_moe24,T3_moe25,T3_moe26,T3_moe27,T3_moe28,T3_moe29,T3_moe30,T3_moe31,T3_moe32,T3_moe33,T3_moe34,T3_moe35,T3_moe36,T3_moe37,T3_moe38,T3_moe39,T3_moe40,T3_moe41,T3_moe42,T3_moe43,T3_moe44,T3_moe45,T3_moe46,T3_moe47,T3_moe48,T3_moe49,T3_moe50,T3_moe51,T3_moe52,T3_moe53,T3_moe54,T3_moe55,T3_moe56,T3_moe57,T3_moe58,T3_moe59,T3_moe60,T3_moe61,T3_moe62,T3_moe63,T3_moe64,T3_moe65,T3_moe66,T3_moe67,T3_moe68,T3_moe69,T3_moe70,T3_moe71,T3_moe72,T3_moe73,T3_moe74,T3_moe75,T3_moe76,T3_moe77,T3_moe78,T3_moe79,T3_moe80,T3_moe81,T3_moe82,T3_moe83,T3_moe84,T3_moe85,T3_moe86,T3_moe87
2014thru2018,140,14000US06027000800,"Census Tract 8, Inyo County, California",6,27,800,1375,800,30,30,0,0,0,0,0,0,0,0,0,0,10,0,0,0,10,0,115,35,30,50,0,4,115,15,35,10,15,35,0,0,0,0,0,0,530,30,65,70,50,320,580,35,25,10,0,0,0,0,0,0,0,0,0,65,0,10,0,55,0,90,70,20,0,0,0,95,10,30,40,0,10,0,0,0,0,0,0,300,10,40,85,0,165,133,101,31,31,12,12,12,12,12,12,12,12,12,12,15,12,12,12,15,12,57,26,32,41,12,5,56,15,34,13,22,35,12,12,12,12,12,12,90,31,34,41,25,79,122,34,30,16,12,12,12,12,12,12,12,12,12,67,12,18,12,64,12,83,79,32,12,12,12,52,20,32,35,12,14,12,12,12,12,12,12,89,14,30,50,12,64
2014thru2018,140,14000US06061021322,"Census Tract 213.22, Placer County, California",6,61,21322,5395,4250,0,0,0,0,0,0,15,0,0,0,0,15,120,0,0,0,55,65,250,70,45,105,35,0,630,30,75,130,105,290,65,65,0,0,0,0,3170,15,45,140,60,2905,1145,0,0,0,0,0,0,50,50,0,0,0,0,45,0,45,0,0,0,240,160,30,50,0,0,270,0,160,85,30,0,15,15,0,0,0,0,520,65,0,135,105,215,179,212,19,19,19,19,19,19,26,19,19,19,19,26,108,19,19,19,65,84,122,57,39,84,39,19,151,37,88,78,67,116,87,87,19,19,19,19,238,20,38,92,56,249,187,19,19,19,19,19,19,81,81,19,19,19,19,73,19,73,19,19,19,100,95,35,52,19,19,115,19,93,90,30,19,26,26,19,19,19,19,170,83,19,105,87,99
2014thru2018,140,14000US06069000802,"Census Tract 8.02, San Benito County, California",6,69,802,885,615,4,4,0,4,0,4,4,0,0,0,0,4,0,0,0,0,0,0,70,4,20,20,4,25,90,4,10,10,10,55,4,4,0,0,0,0,440,10,25,35,35,335,265,4,0,0,4,0,0,4,0,0,0,4,0,20,4,15,0,0,0,25,4,20,0,0,0,25,4,4,15,0,0,4,4,0,0,0,0,190,20,35,20,35,80,69,70,11,5,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,25,12,16,12,1,20,28,3,11,11,12,23,10,10,12,12,12,12,62,10,31,20,19,46,45,4,12,12,4,12,12,11,12,12,12,11,12,19,12,17,12,12,12,17,11,18,12,12,12,14,2,7,14,12,12,3,3,12,12,12,12,43,14,19,14,18,28
2014thru2018,140,14000US15001021010,"Census Tract 210.10, Hawaii County, Hawaii",15,1,21010,3130,2515,230,85,70,4,20,50,55,10,35,0,0,10,110,10,15,50,0,30,245,155,85,4,0,0,275,30,60,135,40,4,55,55,0,0,0,0,1550,170,290,140,190,760,615,40,20,4,0,4,10,65,20,0,0,0,45,50,20,0,0,25,4,55,40,4,0,10,0,100,0,50,45,0,0,70,70,0,0,0,0,235,30,20,40,35,105,176,219,100,44,81,10,32,43,37,13,35,15,15,14,56,23,22,41,15,32,121,112,62,19,15,15,136,38,40,118,34,15,40,40,15,15,15,15,212,104,145,72,107,189,168,26,18,9,15,10,13,77,30,15,15,15,70,40,22,15,15,33,2,35,31,14,15,15,15,55,15,40,44,15,15,86,86,15,15,15,15,111,25,27,36,30,91
2014thru2018,140,14000US15001021101,"Census Tract 211.01, Hawaii County, Hawaii",15,1,21101,1690,1385,125,75,30,0,0,20,35,4,10,10,0,10,4,4,0,0,0,0,255,140,80,35,0,0,125,50,4,20,20,30,30,30,0,0,0,0,810,85,115,115,170,320,300,40,4,0,35,0,0,25,25,0,0,0,0,4,0,0,0,0,4,70,70,0,0,0,0,35,15,10,4,10,0,4,4,0,0,0,0,125,30,10,20,15,50,157,136,73,58,29,11,11,36,29,8,20,15,11,13,3,3,11,11,11,11,78,69,46,34,11,11,40,27,10,14,22,24,23,23,11,11,11,11,117,39,55,61,65,96,98,52,12,11,54,11,11,38,38,11,11,11,11,2,11,11,11,11,2,60,60,11,11,11,11,28,22,13,11,15,11,11,11,11,11,11,11,51,26,13,23,21,36
2014thru2018,140,14000US15001021402,"Census Tract 214.02, Hawaii County, Hawaii",15,1,21402,1340,830,4,0,0,4,0,0,4,0,0,0,0,4,70,0,0,0,10,60,70,30,4,25,4,0,130,10,10,55,0,55,0,0,0,0,0,0,550,10,4,50,30,455,510,30,30,0,0,0,0,10,0,0,10,0,0,15,0,10,0,0,4,115,100,4,4,0,0,85,20,20,15,25,4,0,0,0,0,0,0,250,40,15,35,45,120,103,132,1,11,11,1,11,11,13,11,11,11,11,13,61,11,11,11,19,59,53,46,14,21,2,11,68,16,20,52,11,32,11,11,11,11,11,11,122,17,15,31,30,107,102,50,50,11,11,11,11,13,11,11,13,11,11,21,11,16,11,11,12,74,70,10,13,11,11,51,21,31,22,40,7,11,11,11,11,11,11,92,22,22,33,47,58
2014thru2018,140,14000US15001021800,"Census Tract 218, Hawaii County, Hawaii",15,1,21800,2015,1375,30,25,0,0,0,4,10,0,4,4,4,4,65,0,4,4,4,55,100,35,15,30,0,20,285,25,20,20,15,205,15,15,0,0,0,0,870,15,40,105,95,615,640,55,55,0,4,0,0,15,10,0,0,0,4,25,10,4,0,0,10,55,40,15,0,0,0,100,25,25,35,10,4,0,0,0,0,0,0,395,25,0,50,25,290,201,188,41,40,15,15,15,15,13,15,9,4,5,3,41,15,3,5,1,41,53,34,21,28,15,26,118,25,20,16,20,115,21,21,15,15,15,15,159,16,27,51,40,140,159,80,79,15,15,15,15,17,14,15,15,15,11,24,14,10,15,15,14,37,31,18,15,15,15,53,30,20,42,14,3,15,15,15,15,15,15,162,27,15,34,24,155
2014thru2018,140,14000US15003010201,"Census Tract 102.01, Honolulu County, Hawaii",15,3,10201,1515,785,15,4,0,10,0,0,35,4,0,15,10,4,85,0,4,40,10,30,95,50,10,15,4,10,125,4,15,50,25,35,4,4,0,0,0,0,425,15,4,45,55,305,730,50,10,15,20,0,4,95,25,4,40,15,10,75,0,15,35,4,20,150,55,85,10,0,0,95,10,10,40,25,15,30,30,0,0,0,0,230,4,10,50,45,120,66,73,16,10,15,13,15,15,27,10,15,25,12,9,46,15,9,33,13,22,31,30,13,12,3,17,33,15,13,18,16,15,11,11,15,15,15,15,69,15,11,22,31,52,72,23,11,20,17,15,15,42,21,11,32,14,13,36,15,23,25,15,18,48,28,42,13,15,15,43,14,13,32,22,15,25,25,15,15,15,15,53,10,17,28,23,48
2014thru2018,140,14000US15007040603,"Census Tract 406.03, Kauai County, Hawaii",15,7,40603,1035,595,4,0,0,0,0,4,4,0,0,0,0,4,30,0,0,4,4,25,100,15,20,20,30,20,80,0,15,4,4,55,4,4,0,0,0,0,370,10,20,55,10,275,440,4,0,0,0,0,4,10,10,0,0,0,0,30,4,4,4,10,10,105,55,25,25,0,4,80,4,15,30,15,10,10,10,0,0,0,0,195,15,0,35,35,115,84,70,11,11,11,11,11,11,18,11,11,11,11,18,25,11,11,4,11,26,34,15,16,12,22,13,31,11,14,11,11,29,11,11,11,11,11,11,66,15,16,29,12,55,75,11,11,11,11,11,11,15,15,11,11,11,11,27,3,3,16,13,14,45,26,20,23,11,17,35,15,21,20,13,14,13,13,11,11,11,11,52,16,11,24,25,45
2014thru2018,140,14000US15007040604,"Census Tract 406.04, Kauai County, Hawaii",15,7,40604,1235,655,10,0,0,0,0,10,10,0,0,0,4,4,15,0,4,0,0,10,75,45,4,15,4,0,120,4,15,20,25,55,15,15,0,0,0,0,410,15,30,35,15,315,580,4,4,0,0,0,0,30,0,20,0,0,10,25,4,4,0,4,15,90,15,50,20,0,0,165,35,70,15,20,30,0,0,0,0,0,0,260,30,40,20,25,150,79,96,14,11,11,11,11,14,13,11,11,11,10,1,18,11,10,11,11,13,36,33,10,14,9,11,55,11,22,23,28,32,15,15,11,11,11,11,80,28,30,18,18,74,101,11,11,11,11,11,11,31,11,29,11,11,13,25,7,3,11,10,21,45,18,35,24,11,11,56,28,44,15,23,24,11,11,11,11,11,11,77,27,26,16,22,63
2014thru2018,140,14000US15007040700,"Census Tract 407, Kauai County, Hawaii",15,7,40700,2875,1930,0,0,0,0,0,0,0,0,0,0,0,0,115,0,0,4,0,110,245,80,10,115,15,25,380,80,20,45,70,170,25,25,0,0,0,0,1165,40,20,110,75,920,950,25,0,0,0,4,15,80,0,10,0,10,60,45,0,10,4,0,30,205,90,60,55,0,0,105,20,15,25,0,45,15,15,0,0,0,0,470,25,20,45,100,285,162,199,15,15,15,15,15,15,15,15,15,15,15,15,51,15,15,10,15,52,98,62,17,62,21,30,128,74,29,32,53,83,27,27,15,15,15,15,171,34,17,46,53,179,157,29,15,15,15,13,25,67,15,19,15,21,61,48,15,17,15,15,44,94,64,48,43,15,15,75,23,23,41,15,53,19,19,15,15,15,15,107,18,24,35,72,115
2014thru2018,140,14000US15009030100,"Census Tract 301, Maui County, Hawaii",15,9,30100,500,320,20,10,0,0,0,10,10,0,0,4,0,4,40,4,0,15,0,20,30,25,0,10,0,0,15,0,0,4,0,10,0,0,0,0,0,0,200,4,65,15,20,95,175,4,4,0,0,0,0,10,0,0,0,0,10,20,0,0,0,20,0,20,20,0,0,0,0,4,0,4,0,0,0,0,0,0,0,0,0,120,25,4,10,0,80,71,75,27,18,11,11,11,18,15,11,11,14,11,10,23,11,11,23,11,14,25,19,11,15,11,11,20,11,11,10,11,18,11,11,11,11,11,11,62,11,57,15,23,53,69,11,11,11,11,11,11,16,11,11,11,11,16,25,11,11,11,25,11,24,24,11,11,11,11,9,11,9,11,11,11,11,11,11,11,11,11,62,30,9,12,11,59
2014thru2018,140,14000US15009030201,"Census Tract 302.01, Maui County, Hawaii",15,9,30201,820,605,0,0,0,0,0,0,15,0,0,0,0,15,10,0,0,0,10,0,70,25,35,0,0,10,160,10,10,65,15,60,0,0,0,0,0,0,350,40,40,35,10,225,215,0,0,0,0,0,0,0,0,0,0,0,0,10,0,0,10,0,0,4,0,4,0,0,0,45,0,0,45,0,0,0,0,0,0,0,0,155,0,10,55,0,90,99,113,11,11,11,11,11,11,23,11,11,11,11,23,24,11,11,11,24,11,47,30,31,11,11,17,81,15,18,73,21,31,11,11,11,11,11,11,91,36,34,34,21,80,100,11,11,11,11,11,11,11,11,11,11,11,11,20,11,11,20,11,11,20,11,20,11,11,11,49,11,11,49,11,11,11,11,11,11,11,11,85,11,21,49,11,78
2014thru2018,140,14000US15009030402,"Census Tract 304.02, Maui County, Hawaii",15,9,30402,3140,2205,0,0,0,0,0,0,15,0,0,0,0,15,70,25,0,0,0,45,360,100,85,75,85,20,275,10,0,10,10,245,45,45,0,0,0,0,1435,0,90,150,90,1105,935,0,0,0,0,0,0,0,0,0,0,0,0,75,0,15,15,0,45,95,30,30,40,0,0,220,0,45,90,0,80,0,0,0,0,0,0,540,35,0,85,155,270,167,236,15,15,15,15,15,15,30,15,15,15,15,30,55,39,15,15,15,43,150,74,71,65,62,32,130,19,15,21,21,128,70,70,15,15,15,15,227,15,59,122,67,235,244,15,15,15,15,15,15,15,15,15,15,15,15,83,15,29,36,15,72,67,36,34,48,15,15,141,15,44,98,15,97,15,15,15,15,15,15,182,49,15,97,105,127
2014thru2018,140,14000US15009030800,"Census Tract 308, Maui County, Hawaii",15,9,30800,2250,1810,20,0,0,0,0,20,25,0,4,4,0,20,65,4,0,4,4,60,185,70,30,60,15,15,365,30,15,45,80,195,4,4,0,0,0,0,1140,4,80,50,110,895,445,0,0,0,0,0,0,25,0,10,4,0,10,30,0,0,20,0,10,65,20,15,30,0,0,65,0,10,25,4,25,0,0,0,0,0,0,260,20,35,115,10,85,110,134,27,15,15,15,15,27,19,15,3,8,15,17,38,3,15,4,4,36,70,45,28,36,18,23,120,33,18,31,65,110,11,11,15,15,15,15,166,15,82,41,49,167,132,15,15,15,15,15,15,22,15,17,15,15,15,29,15,15,28,15,17,38,24,19,29,15,15,34,15,17,21,10,32,15,15,15,15,15,15,114,29,31,108,13,40
1 source sumlevel geoid name st cnty tract T3_est1 T3_est2 T3_est3 T3_est4 T3_est5 T3_est6 T3_est7 T3_est8 T3_est9 T3_est10 T3_est11 T3_est12 T3_est13 T3_est14 T3_est15 T3_est16 T3_est17 T3_est18 T3_est19 T3_est20 T3_est21 T3_est22 T3_est23 T3_est24 T3_est25 T3_est26 T3_est27 T3_est28 T3_est29 T3_est30 T3_est31 T3_est32 T3_est33 T3_est34 T3_est35 T3_est36 T3_est37 T3_est38 T3_est39 T3_est40 T3_est41 T3_est42 T3_est43 T3_est44 T3_est45 T3_est46 T3_est47 T3_est48 T3_est49 T3_est50 T3_est51 T3_est52 T3_est53 T3_est54 T3_est55 T3_est56 T3_est57 T3_est58 T3_est59 T3_est60 T3_est61 T3_est62 T3_est63 T3_est64 T3_est65 T3_est66 T3_est67 T3_est68 T3_est69 T3_est70 T3_est71 T3_est72 T3_est73 T3_est74 T3_est75 T3_est76 T3_est77 T3_est78 T3_est79 T3_est80 T3_est81 T3_est82 T3_est83 T3_est84 T3_est85 T3_est86 T3_est87 T3_moe1 T3_moe2 T3_moe3 T3_moe4 T3_moe5 T3_moe6 T3_moe7 T3_moe8 T3_moe9 T3_moe10 T3_moe11 T3_moe12 T3_moe13 T3_moe14 T3_moe15 T3_moe16 T3_moe17 T3_moe18 T3_moe19 T3_moe20 T3_moe21 T3_moe22 T3_moe23 T3_moe24 T3_moe25 T3_moe26 T3_moe27 T3_moe28 T3_moe29 T3_moe30 T3_moe31 T3_moe32 T3_moe33 T3_moe34 T3_moe35 T3_moe36 T3_moe37 T3_moe38 T3_moe39 T3_moe40 T3_moe41 T3_moe42 T3_moe43 T3_moe44 T3_moe45 T3_moe46 T3_moe47 T3_moe48 T3_moe49 T3_moe50 T3_moe51 T3_moe52 T3_moe53 T3_moe54 T3_moe55 T3_moe56 T3_moe57 T3_moe58 T3_moe59 T3_moe60 T3_moe61 T3_moe62 T3_moe63 T3_moe64 T3_moe65 T3_moe66 T3_moe67 T3_moe68 T3_moe69 T3_moe70 T3_moe71 T3_moe72 T3_moe73 T3_moe74 T3_moe75 T3_moe76 T3_moe77 T3_moe78 T3_moe79 T3_moe80 T3_moe81 T3_moe82 T3_moe83 T3_moe84 T3_moe85 T3_moe86 T3_moe87
2 2014thru2018 140 14000US06027000800 Census Tract 8, Inyo County, California 6 27 800 1375 800 30 30 0 0 0 0 0 0 0 0 0 0 10 0 0 0 10 0 115 35 30 50 0 4 115 15 35 10 15 35 0 0 0 0 0 0 530 30 65 70 50 320 580 35 25 10 0 0 0 0 0 0 0 0 0 65 0 10 0 55 0 90 70 20 0 0 0 95 10 30 40 0 10 0 0 0 0 0 0 300 10 40 85 0 165 133 101 31 31 12 12 12 12 12 12 12 12 12 12 15 12 12 12 15 12 57 26 32 41 12 5 56 15 34 13 22 35 12 12 12 12 12 12 90 31 34 41 25 79 122 34 30 16 12 12 12 12 12 12 12 12 12 67 12 18 12 64 12 83 79 32 12 12 12 52 20 32 35 12 14 12 12 12 12 12 12 89 14 30 50 12 64
3 2014thru2018 140 14000US06061021322 Census Tract 213.22, Placer County, California 6 61 21322 5395 4250 0 0 0 0 0 0 15 0 0 0 0 15 120 0 0 0 55 65 250 70 45 105 35 0 630 30 75 130 105 290 65 65 0 0 0 0 3170 15 45 140 60 2905 1145 0 0 0 0 0 0 50 50 0 0 0 0 45 0 45 0 0 0 240 160 30 50 0 0 270 0 160 85 30 0 15 15 0 0 0 0 520 65 0 135 105 215 179 212 19 19 19 19 19 19 26 19 19 19 19 26 108 19 19 19 65 84 122 57 39 84 39 19 151 37 88 78 67 116 87 87 19 19 19 19 238 20 38 92 56 249 187 19 19 19 19 19 19 81 81 19 19 19 19 73 19 73 19 19 19 100 95 35 52 19 19 115 19 93 90 30 19 26 26 19 19 19 19 170 83 19 105 87 99
4 2014thru2018 140 14000US06069000802 Census Tract 8.02, San Benito County, California 6 69 802 885 615 4 4 0 4 0 4 4 0 0 0 0 4 0 0 0 0 0 0 70 4 20 20 4 25 90 4 10 10 10 55 4 4 0 0 0 0 440 10 25 35 35 335 265 4 0 0 4 0 0 4 0 0 0 4 0 20 4 15 0 0 0 25 4 20 0 0 0 25 4 4 15 0 0 4 4 0 0 0 0 190 20 35 20 35 80 69 70 11 5 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 25 12 16 12 1 20 28 3 11 11 12 23 10 10 12 12 12 12 62 10 31 20 19 46 45 4 12 12 4 12 12 11 12 12 12 11 12 19 12 17 12 12 12 17 11 18 12 12 12 14 2 7 14 12 12 3 3 12 12 12 12 43 14 19 14 18 28
5 2014thru2018 140 14000US15001021010 Census Tract 210.10, Hawaii County, Hawaii 15 1 21010 3130 2515 230 85 70 4 20 50 55 10 35 0 0 10 110 10 15 50 0 30 245 155 85 4 0 0 275 30 60 135 40 4 55 55 0 0 0 0 1550 170 290 140 190 760 615 40 20 4 0 4 10 65 20 0 0 0 45 50 20 0 0 25 4 55 40 4 0 10 0 100 0 50 45 0 0 70 70 0 0 0 0 235 30 20 40 35 105 176 219 100 44 81 10 32 43 37 13 35 15 15 14 56 23 22 41 15 32 121 112 62 19 15 15 136 38 40 118 34 15 40 40 15 15 15 15 212 104 145 72 107 189 168 26 18 9 15 10 13 77 30 15 15 15 70 40 22 15 15 33 2 35 31 14 15 15 15 55 15 40 44 15 15 86 86 15 15 15 15 111 25 27 36 30 91
6 2014thru2018 140 14000US15001021101 Census Tract 211.01, Hawaii County, Hawaii 15 1 21101 1690 1385 125 75 30 0 0 20 35 4 10 10 0 10 4 4 0 0 0 0 255 140 80 35 0 0 125 50 4 20 20 30 30 30 0 0 0 0 810 85 115 115 170 320 300 40 4 0 35 0 0 25 25 0 0 0 0 4 0 0 0 0 4 70 70 0 0 0 0 35 15 10 4 10 0 4 4 0 0 0 0 125 30 10 20 15 50 157 136 73 58 29 11 11 36 29 8 20 15 11 13 3 3 11 11 11 11 78 69 46 34 11 11 40 27 10 14 22 24 23 23 11 11 11 11 117 39 55 61 65 96 98 52 12 11 54 11 11 38 38 11 11 11 11 2 11 11 11 11 2 60 60 11 11 11 11 28 22 13 11 15 11 11 11 11 11 11 11 51 26 13 23 21 36
7 2014thru2018 140 14000US15001021402 Census Tract 214.02, Hawaii County, Hawaii 15 1 21402 1340 830 4 0 0 4 0 0 4 0 0 0 0 4 70 0 0 0 10 60 70 30 4 25 4 0 130 10 10 55 0 55 0 0 0 0 0 0 550 10 4 50 30 455 510 30 30 0 0 0 0 10 0 0 10 0 0 15 0 10 0 0 4 115 100 4 4 0 0 85 20 20 15 25 4 0 0 0 0 0 0 250 40 15 35 45 120 103 132 1 11 11 1 11 11 13 11 11 11 11 13 61 11 11 11 19 59 53 46 14 21 2 11 68 16 20 52 11 32 11 11 11 11 11 11 122 17 15 31 30 107 102 50 50 11 11 11 11 13 11 11 13 11 11 21 11 16 11 11 12 74 70 10 13 11 11 51 21 31 22 40 7 11 11 11 11 11 11 92 22 22 33 47 58
8 2014thru2018 140 14000US15001021800 Census Tract 218, Hawaii County, Hawaii 15 1 21800 2015 1375 30 25 0 0 0 4 10 0 4 4 4 4 65 0 4 4 4 55 100 35 15 30 0 20 285 25 20 20 15 205 15 15 0 0 0 0 870 15 40 105 95 615 640 55 55 0 4 0 0 15 10 0 0 0 4 25 10 4 0 0 10 55 40 15 0 0 0 100 25 25 35 10 4 0 0 0 0 0 0 395 25 0 50 25 290 201 188 41 40 15 15 15 15 13 15 9 4 5 3 41 15 3 5 1 41 53 34 21 28 15 26 118 25 20 16 20 115 21 21 15 15 15 15 159 16 27 51 40 140 159 80 79 15 15 15 15 17 14 15 15 15 11 24 14 10 15 15 14 37 31 18 15 15 15 53 30 20 42 14 3 15 15 15 15 15 15 162 27 15 34 24 155
9 2014thru2018 140 14000US15003010201 Census Tract 102.01, Honolulu County, Hawaii 15 3 10201 1515 785 15 4 0 10 0 0 35 4 0 15 10 4 85 0 4 40 10 30 95 50 10 15 4 10 125 4 15 50 25 35 4 4 0 0 0 0 425 15 4 45 55 305 730 50 10 15 20 0 4 95 25 4 40 15 10 75 0 15 35 4 20 150 55 85 10 0 0 95 10 10 40 25 15 30 30 0 0 0 0 230 4 10 50 45 120 66 73 16 10 15 13 15 15 27 10 15 25 12 9 46 15 9 33 13 22 31 30 13 12 3 17 33 15 13 18 16 15 11 11 15 15 15 15 69 15 11 22 31 52 72 23 11 20 17 15 15 42 21 11 32 14 13 36 15 23 25 15 18 48 28 42 13 15 15 43 14 13 32 22 15 25 25 15 15 15 15 53 10 17 28 23 48
10 2014thru2018 140 14000US15007040603 Census Tract 406.03, Kauai County, Hawaii 15 7 40603 1035 595 4 0 0 0 0 4 4 0 0 0 0 4 30 0 0 4 4 25 100 15 20 20 30 20 80 0 15 4 4 55 4 4 0 0 0 0 370 10 20 55 10 275 440 4 0 0 0 0 4 10 10 0 0 0 0 30 4 4 4 10 10 105 55 25 25 0 4 80 4 15 30 15 10 10 10 0 0 0 0 195 15 0 35 35 115 84 70 11 11 11 11 11 11 18 11 11 11 11 18 25 11 11 4 11 26 34 15 16 12 22 13 31 11 14 11 11 29 11 11 11 11 11 11 66 15 16 29 12 55 75 11 11 11 11 11 11 15 15 11 11 11 11 27 3 3 16 13 14 45 26 20 23 11 17 35 15 21 20 13 14 13 13 11 11 11 11 52 16 11 24 25 45
11 2014thru2018 140 14000US15007040604 Census Tract 406.04, Kauai County, Hawaii 15 7 40604 1235 655 10 0 0 0 0 10 10 0 0 0 4 4 15 0 4 0 0 10 75 45 4 15 4 0 120 4 15 20 25 55 15 15 0 0 0 0 410 15 30 35 15 315 580 4 4 0 0 0 0 30 0 20 0 0 10 25 4 4 0 4 15 90 15 50 20 0 0 165 35 70 15 20 30 0 0 0 0 0 0 260 30 40 20 25 150 79 96 14 11 11 11 11 14 13 11 11 11 10 1 18 11 10 11 11 13 36 33 10 14 9 11 55 11 22 23 28 32 15 15 11 11 11 11 80 28 30 18 18 74 101 11 11 11 11 11 11 31 11 29 11 11 13 25 7 3 11 10 21 45 18 35 24 11 11 56 28 44 15 23 24 11 11 11 11 11 11 77 27 26 16 22 63
12 2014thru2018 140 14000US15007040700 Census Tract 407, Kauai County, Hawaii 15 7 40700 2875 1930 0 0 0 0 0 0 0 0 0 0 0 0 115 0 0 4 0 110 245 80 10 115 15 25 380 80 20 45 70 170 25 25 0 0 0 0 1165 40 20 110 75 920 950 25 0 0 0 4 15 80 0 10 0 10 60 45 0 10 4 0 30 205 90 60 55 0 0 105 20 15 25 0 45 15 15 0 0 0 0 470 25 20 45 100 285 162 199 15 15 15 15 15 15 15 15 15 15 15 15 51 15 15 10 15 52 98 62 17 62 21 30 128 74 29 32 53 83 27 27 15 15 15 15 171 34 17 46 53 179 157 29 15 15 15 13 25 67 15 19 15 21 61 48 15 17 15 15 44 94 64 48 43 15 15 75 23 23 41 15 53 19 19 15 15 15 15 107 18 24 35 72 115
13 2014thru2018 140 14000US15009030100 Census Tract 301, Maui County, Hawaii 15 9 30100 500 320 20 10 0 0 0 10 10 0 0 4 0 4 40 4 0 15 0 20 30 25 0 10 0 0 15 0 0 4 0 10 0 0 0 0 0 0 200 4 65 15 20 95 175 4 4 0 0 0 0 10 0 0 0 0 10 20 0 0 0 20 0 20 20 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 120 25 4 10 0 80 71 75 27 18 11 11 11 18 15 11 11 14 11 10 23 11 11 23 11 14 25 19 11 15 11 11 20 11 11 10 11 18 11 11 11 11 11 11 62 11 57 15 23 53 69 11 11 11 11 11 11 16 11 11 11 11 16 25 11 11 11 25 11 24 24 11 11 11 11 9 11 9 11 11 11 11 11 11 11 11 11 62 30 9 12 11 59
14 2014thru2018 140 14000US15009030201 Census Tract 302.01, Maui County, Hawaii 15 9 30201 820 605 0 0 0 0 0 0 15 0 0 0 0 15 10 0 0 0 10 0 70 25 35 0 0 10 160 10 10 65 15 60 0 0 0 0 0 0 350 40 40 35 10 225 215 0 0 0 0 0 0 0 0 0 0 0 0 10 0 0 10 0 0 4 0 4 0 0 0 45 0 0 45 0 0 0 0 0 0 0 0 155 0 10 55 0 90 99 113 11 11 11 11 11 11 23 11 11 11 11 23 24 11 11 11 24 11 47 30 31 11 11 17 81 15 18 73 21 31 11 11 11 11 11 11 91 36 34 34 21 80 100 11 11 11 11 11 11 11 11 11 11 11 11 20 11 11 20 11 11 20 11 20 11 11 11 49 11 11 49 11 11 11 11 11 11 11 11 85 11 21 49 11 78
15 2014thru2018 140 14000US15009030402 Census Tract 304.02, Maui County, Hawaii 15 9 30402 3140 2205 0 0 0 0 0 0 15 0 0 0 0 15 70 25 0 0 0 45 360 100 85 75 85 20 275 10 0 10 10 245 45 45 0 0 0 0 1435 0 90 150 90 1105 935 0 0 0 0 0 0 0 0 0 0 0 0 75 0 15 15 0 45 95 30 30 40 0 0 220 0 45 90 0 80 0 0 0 0 0 0 540 35 0 85 155 270 167 236 15 15 15 15 15 15 30 15 15 15 15 30 55 39 15 15 15 43 150 74 71 65 62 32 130 19 15 21 21 128 70 70 15 15 15 15 227 15 59 122 67 235 244 15 15 15 15 15 15 15 15 15 15 15 15 83 15 29 36 15 72 67 36 34 48 15 15 141 15 44 98 15 97 15 15 15 15 15 15 182 49 15 97 105 127
16 2014thru2018 140 14000US15009030800 Census Tract 308, Maui County, Hawaii 15 9 30800 2250 1810 20 0 0 0 0 20 25 0 4 4 0 20 65 4 0 4 4 60 185 70 30 60 15 15 365 30 15 45 80 195 4 4 0 0 0 0 1140 4 80 50 110 895 445 0 0 0 0 0 0 25 0 10 4 0 10 30 0 0 20 0 10 65 20 15 30 0 0 65 0 10 25 4 25 0 0 0 0 0 0 260 20 35 115 10 85 110 134 27 15 15 15 15 27 19 15 3 8 15 17 38 3 15 4 4 36 70 45 28 36 18 23 120 33 18 31 65 110 11 11 15 15 15 15 166 15 82 41 49 167 132 15 15 15 15 15 15 22 15 17 15 15 15 29 15 15 28 15 17 38 24 19 29 15 15 34 15 17 21 10 32 15 15 15 15 15 15 114 29 31 108 13 40

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GEOID10_TRACT,HOUSING_BURDEN_NUMERATOR,HOUSING_BURDEN_DENOMINATOR,Housing burden (percent),Share of homes with no kitchen or indoor plumbing (percent),DENOM INCL NOT COMPUTED
06027000800,370,1376,0.2688953488,0.0471014493,1380
06061021322,985,5265,0.1870845204,0.0000000000,5395
06069000802,136,872,0.1559633028,0.0090909091,880
15001021010,723,2970,0.2434343434,0.0862619808,3130
15001021101,449,1610,0.2788819876,0.0979228487,1685
15001021402,354,1340,0.2641791045,0.0253731343,1340
15001021800,355,2000,0.1775000000,0.0421836228,2015
15003010201,504,1471,0.3426240653,0.0429042904,1515
15007040603,238,1021,0.2331047992,0.0077294686,1035
15007040604,328,1220,0.2688524590,0.0113360324,1235
15007040700,635,2840,0.2235915493,0.0086805556,2880
15009030100,84,491,0.1710794297,0.0484848485,495
15009030201,194,820,0.2365853659,0.0000000000,820
15009030402,555,3095,0.1793214863,0.0000000000,3140
15009030800,385,2251,0.1710350955,0.0088691796,2255
1 GEOID10_TRACT HOUSING_BURDEN_NUMERATOR HOUSING_BURDEN_DENOMINATOR Housing burden (percent) Share of homes with no kitchen or indoor plumbing (percent) DENOM INCL NOT COMPUTED
2 06027000800 370 1376 0.2688953488 0.0471014493 1380
3 06061021322 985 5265 0.1870845204 0.0000000000 5395
4 06069000802 136 872 0.1559633028 0.0090909091 880
5 15001021010 723 2970 0.2434343434 0.0862619808 3130
6 15001021101 449 1610 0.2788819876 0.0979228487 1685
7 15001021402 354 1340 0.2641791045 0.0253731343 1340
8 15001021800 355 2000 0.1775000000 0.0421836228 2015
9 15003010201 504 1471 0.3426240653 0.0429042904 1515
10 15007040603 238 1021 0.2331047992 0.0077294686 1035
11 15007040604 328 1220 0.2688524590 0.0113360324 1235
12 15007040700 635 2840 0.2235915493 0.0086805556 2880
13 15009030100 84 491 0.1710794297 0.0484848485 495
14 15009030201 194 820 0.2365853659 0.0000000000 820
15 15009030402 555 3095 0.1793214863 0.0000000000 3140
16 15009030800 385 2251 0.1710350955 0.0088691796 2255

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source_x,sumlevel_x,geoid_x,name_x,st_x,cnty_x,tract_x,T8_est1,T8_est2,T8_est3,T8_est4,T8_est5,T8_est6,T8_est7,T8_est8,T8_est9,T8_est10,T8_est11,T8_est12,T8_est13,T8_est14,T8_est15,T8_est16,T8_est17,T8_est18,T8_est19,T8_est20,T8_est21,T8_est22,T8_est23,T8_est24,T8_est25,T8_est26,T8_est27,T8_est28,T8_est29,T8_est30,T8_est31,T8_est32,T8_est33,T8_est34,T8_est35,T8_est36,T8_est37,T8_est38,T8_est39,T8_est40,T8_est41,T8_est42,T8_est43,T8_est44,T8_est45,T8_est46,T8_est47,T8_est48,T8_est49,T8_est50,T8_est51,T8_est52,T8_est53,T8_est54,T8_est55,T8_est56,T8_est57,T8_est58,T8_est59,T8_est60,T8_est61,T8_est62,T8_est63,T8_est64,T8_est65,T8_est66,T8_est67,T8_est68,T8_est69,T8_est70,T8_est71,T8_est72,T8_est73,T8_est74,T8_est75,T8_est76,T8_est77,T8_est78,T8_est79,T8_est80,T8_est81,T8_est82,T8_est83,T8_est84,T8_est85,T8_est86,T8_est87,T8_est88,T8_est89,T8_est90,T8_est91,T8_est92,T8_est93,T8_est94,T8_est95,T8_est96,T8_est97,T8_est98,T8_est99,T8_est100,T8_est101,T8_est102,T8_est103,T8_est104,T8_est105,T8_est106,T8_est107,T8_est108,T8_est109,T8_est110,T8_est111,T8_est112,T8_est113,T8_est114,T8_est115,T8_est116,T8_est117,T8_est118,T8_est119,T8_est120,T8_est121,T8_est122,T8_est123,T8_est124,T8_est125,T8_est126,T8_est127,T8_est128,T8_est129,T8_est130,T8_est131,T8_est132,T8_est133,T8_moe1,T8_moe2,T8_moe3,T8_moe4,T8_moe5,T8_moe6,T8_moe7,T8_moe8,T8_moe9,T8_moe10,T8_moe11,T8_moe12,T8_moe13,T8_moe14,T8_moe15,T8_moe16,T8_moe17,T8_moe18,T8_moe19,T8_moe20,T8_moe21,T8_moe22,T8_moe23,T8_moe24,T8_moe25,T8_moe26,T8_moe27,T8_moe28,T8_moe29,T8_moe30,T8_moe31,T8_moe32,T8_moe33,T8_moe34,T8_moe35,T8_moe36,T8_moe37,T8_moe38,T8_moe39,T8_moe40,T8_moe41,T8_moe42,T8_moe43,T8_moe44,T8_moe45,T8_moe46,T8_moe47,T8_moe48,T8_moe49,T8_moe50,T8_moe51,T8_moe52,T8_moe53,T8_moe54,T8_moe55,T8_moe56,T8_moe57,T8_moe58,T8_moe59,T8_moe60,T8_moe61,T8_moe62,T8_moe63,T8_moe64,T8_moe65,T8_moe66,T8_moe67,T8_moe68,T8_moe69,T8_moe70,T8_moe71,T8_moe72,T8_moe73,T8_moe74,T8_moe75,T8_moe76,T8_moe77,T8_moe78,T8_moe79,T8_moe80,T8_moe81,T8_moe82,T8_moe83,T8_moe84,T8_moe85,T8_moe86,T8_moe87,T8_moe88,T8_moe89,T8_moe90,T8_moe91,T8_moe92,T8_moe93,T8_moe94,T8_moe95,T8_moe96,T8_moe97,T8_moe98,T8_moe99,T8_moe100,T8_moe101,T8_moe102,T8_moe103,T8_moe104,T8_moe105,T8_moe106,T8_moe107,T8_moe108,T8_moe109,T8_moe110,T8_moe111,T8_moe112,T8_moe113,T8_moe114,T8_moe115,T8_moe116,T8_moe117,T8_moe118,T8_moe119,T8_moe120,T8_moe121,T8_moe122,T8_moe123,T8_moe124,T8_moe125,T8_moe126,T8_moe127,T8_moe128,T8_moe129,T8_moe130,T8_moe131,T8_moe132,T8_moe133,GEOID10_TRACT,source_y,sumlevel_y,geoid_y,name_y,st_y,cnty_y,tract_y,T3_est1,T3_est2,T3_est3,T3_est4,T3_est5,T3_est6,T3_est7,T3_est8,T3_est9,T3_est10,T3_est11,T3_est12,T3_est13,T3_est14,T3_est15,T3_est16,T3_est17,T3_est18,T3_est19,T3_est20,T3_est21,T3_est22,T3_est23,T3_est24,T3_est25,T3_est26,T3_est27,T3_est28,T3_est29,T3_est30,T3_est31,T3_est32,T3_est33,T3_est34,T3_est35,T3_est36,T3_est37,T3_est38,T3_est39,T3_est40,T3_est41,T3_est42,T3_est43,T3_est44,T3_est45,T3_est46,T3_est47,T3_est48,T3_est49,T3_est50,T3_est51,T3_est52,T3_est53,T3_est54,T3_est55,T3_est56,T3_est57,T3_est58,T3_est59,T3_est60,T3_est61,T3_est62,T3_est63,T3_est64,T3_est65,T3_est66,T3_est67,T3_est68,T3_est69,T3_est70,T3_est71,T3_est72,T3_est73,T3_est74,T3_est75,T3_est76,T3_est77,T3_est78,T3_est79,T3_est80,T3_est81,T3_est82,T3_est83,T3_est84,T3_est85,T3_est86,T3_est87,T3_moe1,T3_moe2,T3_moe3,T3_moe4,T3_moe5,T3_moe6,T3_moe7,T3_moe8,T3_moe9,T3_moe10,T3_moe11,T3_moe12,T3_moe13,T3_moe14,T3_moe15,T3_moe16,T3_moe17,T3_moe18,T3_moe19,T3_moe20,T3_moe21,T3_moe22,T3_moe23,T3_moe24,T3_moe25,T3_moe26,T3_moe27,T3_moe28,T3_moe29,T3_moe30,T3_moe31,T3_moe32,T3_moe33,T3_moe34,T3_moe35,T3_moe36,T3_moe37,T3_moe38,T3_moe39,T3_moe40,T3_moe41,T3_moe42,T3_moe43,T3_moe44,T3_moe45,T3_moe46,T3_moe47,T3_moe48,T3_moe49,T3_moe50,T3_moe51,T3_moe52,T3_moe53,T3_moe54,T3_moe55,T3_moe56,T3_moe57,T3_moe58,T3_moe59,T3_moe60,T3_moe61,T3_moe62,T3_moe63,T3_moe64,T3_moe65,T3_moe66,T3_moe67,T3_moe68,T3_moe69,T3_moe70,T3_moe71,T3_moe72,T3_moe73,T3_moe74,T3_moe75,T3_moe76,T3_moe77,T3_moe78,T3_moe79,T3_moe80,T3_moe81,T3_moe82,T3_moe83,T3_moe84,T3_moe85,T3_moe86,T3_moe87,Share of homes with no kitchen or indoor plumbing (percent),HOUSING_BURDEN_NUMERATOR,HOUSING_BURDEN_DENOMINATOR,DENOM INCL NOT COMPUTED,Housing burden (percent)
2014thru2018,140,14000US06027000800,"Census Tract 8, Inyo County, California",6,27,800,1375,800,105,40,15,30,15,0,15,50,15,35,0,0,0,130,65,0,65,35,0,35,30,0,30,0,0,0,130,70,0,70,10,0,10,50,0,50,0,0,0,70,55,0,55,15,0,15,0,0,0,0,0,0,360,320,0,320,35,0,35,4,0,4,0,0,0,580,120,30,20,10,10,0,10,70,0,70,4,4,0,110,50,10,40,40,0,40,20,0,20,0,0,0,125,85,0,85,40,0,40,0,0,0,0,0,0,55,0,0,0,55,0,55,0,0,0,0,0,0,170,165,0,165,10,0,10,0,0,0,0,0,0,133,101,51,30,15,31,15,12,15,37,31,26,12,12,12,48,34,12,34,34,12,34,32,12,32,12,12,12,59,41,12,41,13,12,13,41,12,41,12,12,12,38,33,12,33,22,12,22,12,12,12,12,12,12,87,79,12,79,35,12,35,5,12,5,12,12,12,122,84,29,28,14,20,12,20,79,12,79,12,12,12,54,34,16,30,37,12,37,32,12,32,12,12,12,56,50,12,50,35,12,35,12,12,12,12,12,12,64,12,12,12,64,12,64,12,12,12,12,12,12,68,64,12,64,14,12,14,12,12,12,12,12,12,06027000800,2014thru2018,140,14000US06027000800,"Census Tract 8, Inyo County, California",6,27,800,1375,800,30,30,0,0,0,0,0,0,0,0,0,0,10,0,0,0,10,0,115,35,30,50,0,4,115,15,35,10,15,35,0,0,0,0,0,0,530,30,65,70,50,320,580,35,25,10,0,0,0,0,0,0,0,0,0,65,0,10,0,55,0,90,70,20,0,0,0,95,10,30,40,0,10,0,0,0,0,0,0,300,10,40,85,0,165,133,101,31,31,12,12,12,12,12,12,12,12,12,12,15,12,12,12,15,12,57,26,32,41,12,5,56,15,34,13,22,35,12,12,12,12,12,12,90,31,34,41,25,79,122,34,30,16,12,12,12,12,12,12,12,12,12,67,12,18,12,64,12,83,79,32,12,12,12,52,20,32,35,12,14,12,12,12,12,12,12,89,14,30,50,12,64,0.0471014493,370,1376,1380,0.2688953488
2014thru2018,140,14000US06061021322,"Census Tract 213.22, Placer County, California",6,61,21322,5395,4250,185,15,0,15,30,0,30,70,0,70,65,0,65,165,45,0,45,75,0,75,45,0,45,0,0,0,375,140,0,140,130,0,130,105,0,105,0,0,0,255,60,0,60,160,0,160,35,0,35,0,0,0,3275,2990,0,2990,290,0,290,0,0,0,0,0,0,1145,295,65,0,65,0,0,0,160,0,160,65,0,65,235,0,0,0,205,0,205,30,0,30,0,0,0,270,135,0,135,85,0,85,50,0,50,0,0,0,130,105,0,105,30,0,30,0,0,0,0,0,0,215,215,0,215,0,0,0,0,0,0,0,0,0,179,212,100,20,19,20,37,19,37,57,19,57,87,19,87,100,38,19,38,88,19,88,39,19,39,19,19,19,164,92,19,92,78,19,78,84,19,84,19,19,19,109,56,19,56,88,19,88,39,19,39,19,19,19,232,232,19,232,116,19,116,19,19,19,19,19,19,187,139,83,19,83,19,19,19,95,19,95,94,19,94,115,19,19,19,100,19,100,35,19,35,19,19,19,146,105,19,105,90,19,90,52,19,52,19,19,19,91,87,19,87,30,19,30,19,19,19,19,19,19,99,99,19,99,19,19,19,19,19,19,19,19,19,06061021322,2014thru2018,140,14000US06061021322,"Census Tract 213.22, Placer County, California",6,61,21322,5395,4250,0,0,0,0,0,0,15,0,0,0,0,15,120,0,0,0,55,65,250,70,45,105,35,0,630,30,75,130,105,290,65,65,0,0,0,0,3170,15,45,140,60,2905,1145,0,0,0,0,0,0,50,50,0,0,0,0,45,0,45,0,0,0,240,160,30,50,0,0,270,0,160,85,30,0,15,15,0,0,0,0,520,65,0,135,105,215,179,212,19,19,19,19,19,19,26,19,19,19,19,26,108,19,19,19,65,84,122,57,39,84,39,19,151,37,88,78,67,116,87,87,19,19,19,19,238,20,38,92,56,249,187,19,19,19,19,19,19,81,81,19,19,19,19,73,19,73,19,19,19,100,95,35,52,19,19,115,19,93,90,30,19,26,26,19,19,19,19,170,83,19,105,87,99,0.0000000000,985,5265,5395,0.1870845204
2014thru2018,140,14000US06069000802,"Census Tract 8.02, San Benito County, California",6,69,802,885,615,25,10,4,10,4,0,4,4,0,4,4,0,4,55,25,0,25,10,0,10,20,0,20,0,0,0,70,40,4,35,10,0,10,20,0,20,0,0,0,45,35,0,35,10,0,10,4,0,4,0,0,0,420,340,4,335,55,0,55,25,0,25,0,0,0,265,35,20,0,20,4,0,4,10,0,10,4,0,4,75,35,0,35,4,0,4,35,0,35,0,0,0,35,25,4,20,15,0,15,0,0,0,0,0,0,40,40,0,40,0,0,0,0,0,0,0,0,0,80,80,0,80,0,0,0,0,0,0,0,0,0,69,70,14,12,5,10,3,12,3,12,12,12,10,12,10,35,31,12,31,11,12,11,16,12,16,12,12,12,22,18,12,20,11,12,11,12,12,12,12,12,12,20,19,12,19,12,12,12,1,12,1,12,12,12,49,47,12,47,23,12,23,20,12,20,12,12,12,45,15,14,12,14,2,12,2,9,12,9,3,12,3,28,19,12,19,7,12,7,23,12,23,12,12,12,21,15,4,14,14,12,14,12,12,12,12,12,12,20,20,12,20,12,12,12,12,12,12,12,12,12,28,28,12,28,12,12,12,12,12,12,12,12,12,06069000802,2014thru2018,140,14000US06069000802,"Census Tract 8.02, San Benito County, California",6,69,802,885,615,4,4,0,4,0,4,4,0,0,0,0,4,0,0,0,0,0,0,70,4,20,20,4,25,90,4,10,10,10,55,4,4,0,0,0,0,440,10,25,35,35,335,265,4,0,0,4,0,0,4,0,0,0,4,0,20,4,15,0,0,0,25,4,20,0,0,0,25,4,4,15,0,0,4,4,0,0,0,0,190,20,35,20,35,80,69,70,11,5,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,25,12,16,12,1,20,28,3,11,11,12,23,10,10,12,12,12,12,62,10,31,20,19,46,45,4,12,12,4,12,12,11,12,12,12,11,12,19,12,17,12,12,12,17,11,18,12,12,12,14,2,7,14,12,12,3,3,12,12,12,12,43,14,19,14,18,28,0.0090909091,136,872,880,0.1559633028
2014thru2018,140,14000US15001021010,"Census Tract 210.10, Hawaii County, Hawaii",15,1,21010,3130,2515,520,210,25,190,40,10,30,190,30,155,80,20,60,555,385,70,310,90,0,90,85,0,85,0,0,0,345,200,4,190,135,0,135,4,0,4,0,0,0,245,205,20,190,40,0,40,0,0,0,0,0,0,855,840,40,800,15,10,4,0,0,0,0,0,0,615,200,40,10,30,0,0,0,80,10,70,80,0,80,85,25,4,20,50,0,50,4,0,4,0,0,0,90,40,0,40,45,0,45,0,0,0,0,0,0,80,70,4,65,0,0,0,10,0,10,0,0,0,160,160,10,155,0,0,0,0,0,0,0,0,0,176,219,147,112,21,107,40,13,38,116,33,112,43,21,40,166,161,81,146,48,15,48,62,15,62,15,15,15,143,80,10,81,118,15,118,19,15,19,15,15,15,100,99,32,107,34,15,34,15,15,15,15,15,15,196,199,39,189,22,13,15,15,15,15,15,15,15,168,111,30,13,25,15,15,15,50,17,44,92,15,92,51,29,9,27,40,15,40,14,15,14,15,15,15,53,36,15,36,44,15,44,15,15,15,15,15,15,43,43,10,42,15,15,15,15,15,15,15,15,15,114,114,13,114,15,15,15,15,15,15,15,15,15,15001021010,2014thru2018,140,14000US15001021010,"Census Tract 210.10, Hawaii County, Hawaii",15,1,21010,3130,2515,230,85,70,4,20,50,55,10,35,0,0,10,110,10,15,50,0,30,245,155,85,4,0,0,275,30,60,135,40,4,55,55,0,0,0,0,1550,170,290,140,190,760,615,40,20,4,0,4,10,65,20,0,0,0,45,50,20,0,0,25,4,55,40,4,0,10,0,100,0,50,45,0,0,70,70,0,0,0,0,235,30,20,40,35,105,176,219,100,44,81,10,32,43,37,13,35,15,15,14,56,23,22,41,15,32,121,112,62,19,15,15,136,38,40,118,34,15,40,40,15,15,15,15,212,104,145,72,107,189,168,26,18,9,15,10,13,77,30,15,15,15,70,40,22,15,15,33,2,35,31,14,15,15,15,55,15,40,44,15,15,86,86,15,15,15,15,111,25,27,36,30,91,0.0862619808,723,2970,3130,0.2434343434
2014thru2018,140,14000US15001021101,"Census Tract 211.01, Hawaii County, Hawaii",15,1,21101,1690,1385,390,145,60,85,50,0,50,145,0,145,50,15,30,240,140,15,125,20,15,4,80,0,80,0,0,0,185,130,0,130,20,0,20,35,0,35,0,0,0,190,170,0,170,20,0,20,0,0,0,0,0,0,380,350,20,330,30,0,30,0,0,0,0,0,0,300,150,35,4,30,15,0,15,70,0,70,25,0,25,15,10,0,10,10,0,10,0,0,0,0,0,0,55,55,35,20,4,0,4,0,0,0,0,0,0,25,15,0,15,10,0,10,0,0,0,0,0,0,55,55,0,55,0,0,0,0,0,0,0,0,0,157,136,98,63,54,39,27,11,27,71,11,71,33,24,25,79,63,22,59,23,24,10,46,11,46,11,11,11,74,63,11,63,14,11,14,34,11,34,11,11,11,68,65,11,65,22,11,22,11,11,11,11,11,11,101,97,36,97,24,11,24,11,11,11,11,11,11,98,76,29,12,26,22,11,22,60,11,60,36,11,36,21,13,11,13,13,11,13,11,11,11,11,11,11,58,57,54,23,11,11,11,11,11,11,11,11,11,22,21,11,21,15,11,15,11,11,11,11,11,11,33,33,11,33,11,11,11,11,11,11,11,11,11,15001021101,2014thru2018,140,14000US15001021101,"Census Tract 211.01, Hawaii County, Hawaii",15,1,21101,1690,1385,125,75,30,0,0,20,35,4,10,10,0,10,4,4,0,0,0,0,255,140,80,35,0,0,125,50,4,20,20,30,30,30,0,0,0,0,810,85,115,115,170,320,300,40,4,0,35,0,0,25,25,0,0,0,0,4,0,0,0,0,4,70,70,0,0,0,0,35,15,10,4,10,0,4,4,0,0,0,0,125,30,10,20,15,50,157,136,73,58,29,11,11,36,29,8,20,15,11,13,3,3,11,11,11,11,78,69,46,34,11,11,40,27,10,14,22,24,23,23,11,11,11,11,117,39,55,61,65,96,98,52,12,11,54,11,11,38,38,11,11,11,11,2,11,11,11,11,2,60,60,11,11,11,11,28,22,13,11,15,11,11,11,11,11,11,11,51,26,13,23,21,36,0.0979228487,449,1610,1685,0.2788819876
2014thru2018,140,14000US15001021402,"Census Tract 214.02, Hawaii County, Hawaii",15,1,21402,1340,830,55,10,0,10,10,0,10,30,0,30,0,0,0,25,4,0,4,10,0,10,4,0,4,0,0,0,130,50,0,50,55,0,55,30,4,25,0,0,0,45,40,0,40,0,0,0,4,0,4,0,0,0,575,520,0,520,55,0,55,0,0,0,0,0,0,510,195,40,0,40,20,0,20,130,30,100,0,0,0,50,15,0,15,20,0,20,15,0,15,0,0,0,65,35,0,35,15,0,15,15,0,15,0,0,0,70,45,0,45,25,0,25,0,0,0,0,0,0,130,125,0,125,4,0,4,0,0,0,0,0,0,103,132,51,17,11,17,16,11,16,46,11,46,11,11,11,21,15,11,15,20,11,20,14,11,14,11,11,11,58,31,11,31,52,11,52,24,1,21,11,11,11,34,34,11,34,11,11,11,2,11,2,11,11,11,119,121,11,121,32,11,32,11,11,11,11,11,11,102,83,22,11,22,21,11,21,84,50,70,11,11,11,39,22,11,22,31,11,31,19,11,19,11,11,11,41,33,11,33,22,11,22,20,11,20,11,11,11,59,47,11,47,40,11,40,11,11,11,11,11,11,60,60,11,60,7,11,7,11,11,11,11,11,11,15001021402,2014thru2018,140,14000US15001021402,"Census Tract 214.02, Hawaii County, Hawaii",15,1,21402,1340,830,4,0,0,4,0,0,4,0,0,0,0,4,70,0,0,0,10,60,70,30,4,25,4,0,130,10,10,55,0,55,0,0,0,0,0,0,550,10,4,50,30,455,510,30,30,0,0,0,0,10,0,0,10,0,0,15,0,10,0,0,4,115,100,4,4,0,0,85,20,20,15,25,4,0,0,0,0,0,0,250,40,15,35,45,120,103,132,1,11,11,1,11,11,13,11,11,11,11,13,61,11,11,11,19,59,53,46,14,21,2,11,68,16,20,52,11,32,11,11,11,11,11,11,122,17,15,31,30,107,102,50,50,11,11,11,11,13,11,11,13,11,11,21,11,16,11,11,12,74,70,10,13,11,11,51,21,31,22,40,7,11,11,11,11,11,11,92,22,22,33,47,58,0.0253731343,354,1340,1340,0.2641791045
2014thru2018,140,14000US15001021800,"Census Tract 218, Hawaii County, Hawaii",15,1,21800,2015,1375,120,40,25,15,25,0,25,35,0,35,15,0,15,80,45,0,45,20,0,20,15,0,15,0,0,0,155,110,0,110,20,0,20,30,0,30,0,0,0,110,100,0,100,15,0,15,0,0,0,0,0,0,905,680,4,675,205,0,205,20,0,20,0,0,0,640,160,25,0,25,25,0,25,110,55,55,0,0,0,45,4,0,4,25,0,25,15,0,15,0,0,0,85,55,4,50,35,0,35,0,0,0,0,0,0,35,25,0,25,10,0,10,0,0,0,0,0,0,310,310,0,310,4,0,4,0,0,0,0,0,0,201,188,62,43,40,16,25,15,25,34,15,34,21,15,21,39,31,15,31,20,15,20,21,15,21,15,15,15,58,49,15,49,16,15,16,28,15,28,15,15,15,45,40,15,40,20,15,20,15,15,15,15,15,15,170,149,15,148,115,15,115,26,15,26,15,15,15,159,91,27,15,27,30,15,30,86,79,37,15,15,15,29,10,15,10,20,15,20,18,15,18,15,15,15,50,36,15,34,42,15,42,15,15,15,15,15,15,27,24,15,24,14,15,14,15,15,15,15,15,15,155,155,15,155,3,15,3,15,15,15,15,15,15,15001021800,2014thru2018,140,14000US15001021800,"Census Tract 218, Hawaii County, Hawaii",15,1,21800,2015,1375,30,25,0,0,0,4,10,0,4,4,4,4,65,0,4,4,4,55,100,35,15,30,0,20,285,25,20,20,15,205,15,15,0,0,0,0,870,15,40,105,95,615,640,55,55,0,4,0,0,15,10,0,0,0,4,25,10,4,0,0,10,55,40,15,0,0,0,100,25,25,35,10,4,0,0,0,0,0,0,395,25,0,50,25,290,201,188,41,40,15,15,15,15,13,15,9,4,5,3,41,15,3,5,1,41,53,34,21,28,15,26,118,25,20,16,20,115,21,21,15,15,15,15,159,16,27,51,40,140,159,80,79,15,15,15,15,17,14,15,15,15,11,24,14,10,15,15,14,37,31,18,15,15,15,53,30,20,42,14,3,15,15,15,15,15,15,162,27,15,34,24,155,0.0421836228,355,2000,2015,0.1775000000
2014thru2018,140,14000US15003010201,"Census Tract 102.01, Honolulu County, Hawaii",15,3,10201,1515,785,85,15,0,15,4,0,4,65,4,55,4,0,4,35,4,0,4,15,0,15,15,0,15,0,0,0,180,75,4,70,75,10,65,30,0,30,0,0,0,100,70,0,70,25,0,25,4,0,4,0,0,0,385,340,0,340,35,0,35,10,0,10,0,0,0,730,135,10,4,4,10,0,10,75,4,70,40,0,40,150,10,0,10,50,15,35,85,0,85,0,0,0,195,110,10,100,65,4,65,15,4,10,0,0,0,90,65,0,65,25,0,25,0,0,0,0,0,0,165,145,4,140,20,0,20,0,0,0,0,0,0,66,73,36,15,15,15,15,15,15,31,10,31,11,15,11,18,11,15,11,13,15,13,14,15,14,15,15,15,50,35,15,35,26,15,28,24,15,24,15,15,15,35,33,15,33,16,15,16,3,15,3,15,15,15,54,50,15,50,15,15,15,17,15,17,15,15,15,72,46,14,15,10,14,15,14,33,10,34,28,15,28,55,17,15,17,35,20,31,42,15,42,15,15,15,57,43,13,41,34,15,33,22,13,13,15,15,15,34,29,15,29,22,15,22,15,15,15,15,15,15,57,54,15,56,18,15,18,15,15,15,15,15,15,15003010201,2014thru2018,140,14000US15003010201,"Census Tract 102.01, Honolulu County, Hawaii",15,3,10201,1515,785,15,4,0,10,0,0,35,4,0,15,10,4,85,0,4,40,10,30,95,50,10,15,4,10,125,4,15,50,25,35,4,4,0,0,0,0,425,15,4,45,55,305,730,50,10,15,20,0,4,95,25,4,40,15,10,75,0,15,35,4,20,150,55,85,10,0,0,95,10,10,40,25,15,30,30,0,0,0,0,230,4,10,50,45,120,66,73,16,10,15,13,15,15,27,10,15,25,12,9,46,15,9,33,13,22,31,30,13,12,3,17,33,15,13,18,16,15,11,11,15,15,15,15,69,15,11,22,31,52,72,23,11,20,17,15,15,42,21,11,32,14,13,36,15,23,25,15,18,48,28,42,13,15,15,43,14,13,32,22,15,25,25,15,15,15,15,53,10,17,28,23,48,0.0429042904,504,1471,1515,0.3426240653
2014thru2018,140,14000US15007040603,"Census Tract 406.03, Kauai County, Hawaii",15,7,40603,1035,595,25,10,0,10,0,0,0,15,0,15,4,0,4,55,20,0,20,15,0,15,20,0,20,0,0,0,80,55,0,55,4,0,4,20,0,20,0,0,0,50,10,0,10,10,0,10,30,0,30,0,0,0,385,310,4,305,55,0,55,20,0,20,0,0,0,440,100,25,0,25,4,0,4,55,0,55,10,0,10,40,4,0,4,15,0,15,25,0,25,0,0,0,100,35,0,35,40,0,40,25,0,25,0,0,0,60,40,0,40,15,0,15,0,0,0,0,0,0,145,125,4,125,10,0,10,4,0,4,0,0,0,84,70,15,15,11,15,11,11,11,15,11,15,11,11,11,24,16,11,16,14,11,14,16,11,16,11,11,11,33,29,11,29,11,11,11,14,11,14,11,11,11,21,12,11,12,10,11,10,22,11,22,11,11,11,67,60,11,61,29,11,29,13,11,13,11,11,11,75,34,21,11,21,15,11,15,28,11,28,13,11,13,29,3,11,3,21,11,21,20,11,20,11,11,11,43,24,11,24,23,11,23,23,11,23,11,11,11,32,30,11,30,13,11,13,11,11,11,11,11,11,53,49,11,49,14,11,14,17,11,17,11,11,11,15007040603,2014thru2018,140,14000US15007040603,"Census Tract 406.03, Kauai County, Hawaii",15,7,40603,1035,595,4,0,0,0,0,4,4,0,0,0,0,4,30,0,0,4,4,25,100,15,20,20,30,20,80,0,15,4,4,55,4,4,0,0,0,0,370,10,20,55,10,275,440,4,0,0,0,0,4,10,10,0,0,0,0,30,4,4,4,10,10,105,55,25,25,0,4,80,4,15,30,15,10,10,10,0,0,0,0,195,15,0,35,35,115,84,70,11,11,11,11,11,11,18,11,11,11,11,18,25,11,11,4,11,26,34,15,16,12,22,13,31,11,14,11,11,29,11,11,11,11,11,11,66,15,16,29,12,55,75,11,11,11,11,11,11,15,15,11,11,11,11,27,3,3,16,13,14,45,26,20,23,11,17,35,15,21,20,13,14,13,13,11,11,11,11,52,16,11,24,25,45,0.0077294686,238,1021,1035,0.2331047992
2014thru2018,140,14000US15007040604,"Census Tract 406.04, Kauai County, Hawaii",15,7,40604,1235,655,85,15,0,15,4,0,4,45,0,45,15,0,15,55,35,0,35,15,0,15,4,0,4,0,0,0,70,35,0,35,20,0,20,15,0,15,0,0,0,50,20,0,20,25,0,25,4,0,4,0,0,0,395,335,4,330,60,4,55,0,0,0,0,0,0,580,95,35,4,30,40,0,40,15,0,15,0,0,0,180,45,0,45,85,0,85,50,0,50,0,0,0,55,20,0,20,15,0,15,20,0,20,0,0,0,45,25,0,25,20,0,20,0,0,0,0,0,0,205,175,0,175,30,0,30,0,0,0,0,0,0,79,96,46,28,11,28,11,11,11,33,11,33,15,11,15,35,30,11,30,22,11,22,10,11,10,11,11,11,31,18,11,18,23,11,23,14,11,14,11,11,11,36,19,11,19,28,11,28,9,11,9,11,11,11,80,74,13,76,33,5,32,11,11,11,11,11,11,101,44,28,11,27,30,11,30,18,11,18,11,11,11,65,29,11,29,50,11,50,35,11,35,11,11,11,28,16,11,16,15,11,15,24,11,24,11,11,11,29,21,11,21,23,11,23,11,11,11,11,11,11,72,69,11,69,24,11,24,11,11,11,11,11,11,15007040604,2014thru2018,140,14000US15007040604,"Census Tract 406.04, Kauai County, Hawaii",15,7,40604,1235,655,10,0,0,0,0,10,10,0,0,0,4,4,15,0,4,0,0,10,75,45,4,15,4,0,120,4,15,20,25,55,15,15,0,0,0,0,410,15,30,35,15,315,580,4,4,0,0,0,0,30,0,20,0,0,10,25,4,4,0,4,15,90,15,50,20,0,0,165,35,70,15,20,30,0,0,0,0,0,0,260,30,40,20,25,150,79,96,14,11,11,11,11,14,13,11,11,11,10,1,18,11,10,11,11,13,36,33,10,14,9,11,55,11,22,23,28,32,15,15,11,11,11,11,80,28,30,18,18,74,101,11,11,11,11,11,11,31,11,29,11,11,13,25,7,3,11,10,21,45,18,35,24,11,11,56,28,44,15,23,24,11,11,11,11,11,11,77,27,26,16,22,63,0.0113360324,328,1220,1235,0.2688524590
2014thru2018,140,14000US15007040700,"Census Tract 407, Kauai County, Hawaii",15,7,40700,2875,1930,220,40,0,40,80,0,80,80,0,80,25,0,25,50,20,0,20,20,0,20,10,0,10,0,0,0,275,115,0,115,45,0,45,115,0,115,0,0,0,160,75,0,75,70,0,70,15,0,15,0,0,0,1225,1030,0,1030,170,0,170,25,0,25,0,0,0,950,150,25,0,25,20,0,20,90,0,90,15,0,15,120,35,0,35,25,0,25,60,0,60,0,0,0,135,45,0,45,35,0,35,55,0,55,0,0,0,115,115,4,110,0,0,0,0,0,0,0,0,0,430,370,0,370,60,15,45,0,0,0,0,0,0,162,199,93,34,15,34,74,15,74,62,15,62,27,15,27,38,17,15,17,29,15,29,17,15,17,15,15,15,82,46,15,46,32,15,32,62,15,62,15,15,15,73,53,15,53,53,15,53,21,15,21,15,15,15,187,173,15,173,83,15,83,30,15,30,15,15,15,157,73,18,15,18,23,15,23,64,15,64,19,15,19,68,32,15,32,33,15,33,48,15,48,15,15,15,66,35,15,35,44,15,44,43,15,43,15,15,15,79,79,13,74,15,15,15,15,15,15,15,15,15,141,134,15,134,57,25,53,15,15,15,15,15,15,15007040700,2014thru2018,140,14000US15007040700,"Census Tract 407, Kauai County, Hawaii",15,7,40700,2875,1930,0,0,0,0,0,0,0,0,0,0,0,0,115,0,0,4,0,110,245,80,10,115,15,25,380,80,20,45,70,170,25,25,0,0,0,0,1165,40,20,110,75,920,950,25,0,0,0,4,15,80,0,10,0,10,60,45,0,10,4,0,30,205,90,60,55,0,0,105,20,15,25,0,45,15,15,0,0,0,0,470,25,20,45,100,285,162,199,15,15,15,15,15,15,15,15,15,15,15,15,51,15,15,10,15,52,98,62,17,62,21,30,128,74,29,32,53,83,27,27,15,15,15,15,171,34,17,46,53,179,157,29,15,15,15,13,25,67,15,19,15,21,61,48,15,17,15,15,44,94,64,48,43,15,15,75,23,23,41,15,53,19,19,15,15,15,15,107,18,24,35,72,115,0.0086805556,635,2840,2880,0.2235915493
2014thru2018,140,14000US15009030100,"Census Tract 301, Maui County, Hawaii",15,9,30100,500,320,45,4,0,4,10,10,0,25,0,25,4,0,4,65,65,0,65,0,0,0,0,0,0,0,0,0,50,35,0,35,10,0,10,10,0,10,0,0,0,20,20,0,20,0,0,0,0,0,0,0,0,0,145,135,10,120,10,0,10,0,0,0,0,0,0,175,50,25,0,25,0,0,0,25,4,20,0,0,0,10,4,0,4,4,0,4,0,0,0,0,0,0,10,10,0,10,0,0,0,0,0,0,0,0,0,20,15,0,15,4,0,4,0,0,0,0,0,0,90,90,0,90,0,0,0,0,0,0,0,0,0,71,75,25,11,11,11,18,18,11,19,11,19,11,11,11,57,57,11,57,11,11,11,11,11,11,11,11,11,32,27,11,27,14,11,14,15,11,15,11,11,11,23,23,11,23,11,11,11,11,11,11,11,11,11,58,55,18,53,18,11,18,11,11,11,11,11,11,69,41,30,11,30,11,11,11,24,11,24,11,11,11,14,9,11,9,9,11,9,11,11,11,11,11,11,12,12,11,12,11,11,11,11,11,11,11,11,11,25,25,11,25,10,11,10,11,11,11,11,11,11,59,59,11,59,11,11,11,11,11,11,11,11,11,15009030100,2014thru2018,140,14000US15009030100,"Census Tract 301, Maui County, Hawaii",15,9,30100,500,320,20,10,0,0,0,10,10,0,0,4,0,4,40,4,0,15,0,20,30,25,0,10,0,0,15,0,0,4,0,10,0,0,0,0,0,0,200,4,65,15,20,95,175,4,4,0,0,0,0,10,0,0,0,0,10,20,0,0,0,20,0,20,20,0,0,0,0,4,0,4,0,0,0,0,0,0,0,0,0,120,25,4,10,0,80,71,75,27,18,11,11,11,18,15,11,11,14,11,10,23,11,11,23,11,14,25,19,11,15,11,11,20,11,11,10,11,18,11,11,11,11,11,11,62,11,57,15,23,53,69,11,11,11,11,11,11,16,11,11,11,11,16,25,11,11,11,25,11,24,24,11,11,11,11,9,11,9,11,11,11,11,11,11,11,11,11,62,30,9,12,11,59,0.0484848485,84,491,495,0.1710794297
2014thru2018,140,14000US15009030201,"Census Tract 302.01, Maui County, Hawaii",15,9,30201,820,605,75,40,0,40,10,0,10,25,0,25,0,0,0,85,40,0,40,10,0,10,35,0,35,0,0,0,100,35,0,35,65,0,65,0,0,0,0,0,0,40,10,0,10,15,0,15,10,0,10,0,0,0,310,240,0,240,60,0,60,10,0,10,0,0,0,215,0,0,0,0,0,0,0,0,0,0,0,0,0,15,10,0,10,0,0,0,4,0,4,0,0,0,110,65,0,65,45,0,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,90,90,0,90,0,0,0,0,0,0,0,0,0,99,113,49,36,11,36,15,11,15,30,11,30,11,11,11,48,34,11,34,18,11,18,31,11,31,11,11,11,79,34,11,34,73,11,73,11,11,11,11,11,11,35,21,11,21,21,11,21,24,11,24,11,11,11,88,84,11,84,31,11,31,17,11,17,11,11,11,100,11,11,11,11,11,11,11,11,11,11,11,11,11,25,21,11,21,11,11,11,20,11,20,11,11,11,67,45,11,45,49,11,49,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,78,78,11,78,11,11,11,11,11,11,11,11,11,15009030201,2014thru2018,140,14000US15009030201,"Census Tract 302.01, Maui County, Hawaii",15,9,30201,820,605,0,0,0,0,0,0,15,0,0,0,0,15,10,0,0,0,10,0,70,25,35,0,0,10,160,10,10,65,15,60,0,0,0,0,0,0,350,40,40,35,10,225,215,0,0,0,0,0,0,0,0,0,0,0,0,10,0,0,10,0,0,4,0,4,0,0,0,45,0,0,45,0,0,0,0,0,0,0,0,155,0,10,55,0,90,99,113,11,11,11,11,11,11,23,11,11,11,11,23,24,11,11,11,24,11,47,30,31,11,11,17,81,15,18,73,21,31,11,11,11,11,11,11,91,36,34,34,21,80,100,11,11,11,11,11,11,11,11,11,11,11,11,20,11,11,20,11,11,20,11,20,11,11,11,49,11,11,49,11,11,11,11,11,11,11,11,85,11,21,49,11,78,0.0000000000,194,820,820,0.2365853659
2014thru2018,140,14000US15009030402,"Census Tract 304.02, Maui County, Hawaii",15,9,30402,3140,2205,185,0,0,0,10,0,10,125,0,125,45,0,45,175,90,0,90,0,0,0,85,0,85,0,0,0,235,150,0,150,10,0,10,75,0,75,0,0,0,185,90,0,90,10,0,10,85,0,85,0,0,0,1425,1165,0,1165,245,0,245,20,0,20,0,0,0,935,65,35,0,35,0,0,0,30,0,30,0,0,0,90,0,0,0,45,0,45,45,0,45,0,0,0,230,100,0,100,90,0,90,40,0,40,0,0,0,155,155,0,155,0,0,0,0,0,0,0,0,0,395,315,0,315,80,0,80,0,0,0,0,0,0,167,236,102,15,15,15,19,15,19,84,15,84,70,15,70,88,59,15,59,15,15,15,71,15,71,15,15,15,139,122,15,122,21,15,21,65,15,65,15,15,15,93,67,15,67,21,15,21,62,15,62,15,15,15,218,231,15,231,128,15,128,32,15,32,15,15,15,244,62,49,15,49,15,15,15,36,15,36,15,15,15,57,15,15,15,44,15,44,46,15,46,15,15,15,155,100,15,100,98,15,98,48,15,48,15,15,15,105,105,15,105,15,15,15,15,15,15,15,15,15,167,148,15,148,97,15,97,15,15,15,15,15,15,15009030402,2014thru2018,140,14000US15009030402,"Census Tract 304.02, Maui County, Hawaii",15,9,30402,3140,2205,0,0,0,0,0,0,15,0,0,0,0,15,70,25,0,0,0,45,360,100,85,75,85,20,275,10,0,10,10,245,45,45,0,0,0,0,1435,0,90,150,90,1105,935,0,0,0,0,0,0,0,0,0,0,0,0,75,0,15,15,0,45,95,30,30,40,0,0,220,0,45,90,0,80,0,0,0,0,0,0,540,35,0,85,155,270,167,236,15,15,15,15,15,15,30,15,15,15,15,30,55,39,15,15,15,43,150,74,71,65,62,32,130,19,15,21,21,128,70,70,15,15,15,15,227,15,59,122,67,235,244,15,15,15,15,15,15,15,15,15,15,15,15,83,15,29,36,15,72,67,36,34,48,15,15,141,15,44,98,15,97,15,15,15,15,15,15,182,49,15,97,105,127,0.0000000000,555,3095,3140,0.1793214863
2014thru2018,140,14000US15009030800,"Census Tract 308, Maui County, Hawaii",15,9,30800,2250,1810,110,4,0,4,30,0,30,75,0,75,4,0,4,125,80,0,80,15,0,15,30,0,30,0,0,0,160,55,0,55,45,0,45,60,0,60,0,0,0,210,115,0,115,80,0,80,15,0,15,0,0,0,1205,995,20,980,195,0,195,15,0,15,0,0,0,445,40,20,0,20,0,0,0,20,0,20,0,0,0,70,35,0,35,10,0,10,25,0,25,0,0,0,190,115,0,115,45,0,45,30,0,30,0,0,0,15,10,0,10,4,0,4,0,0,0,0,0,0,130,105,0,105,25,0,25,0,0,0,0,0,0,110,134,56,15,15,15,33,15,33,47,15,47,11,15,11,87,82,15,82,15,15,15,28,15,28,15,15,15,61,40,15,40,31,15,31,36,15,36,15,15,15,82,47,15,47,65,15,65,18,15,18,15,15,15,159,175,27,168,110,15,110,23,15,23,15,15,15,132,34,29,15,29,15,15,15,24,15,24,15,15,15,42,31,15,31,17,15,17,23,15,23,15,15,15,120,106,15,106,30,15,30,29,15,29,15,15,15,16,13,15,13,10,15,10,15,15,15,15,15,15,57,48,15,48,32,15,32,15,15,15,15,15,15,15009030800,2014thru2018,140,14000US15009030800,"Census Tract 308, Maui County, Hawaii",15,9,30800,2250,1810,20,0,0,0,0,20,25,0,4,4,0,20,65,4,0,4,4,60,185,70,30,60,15,15,365,30,15,45,80,195,4,4,0,0,0,0,1140,4,80,50,110,895,445,0,0,0,0,0,0,25,0,10,4,0,10,30,0,0,20,0,10,65,20,15,30,0,0,65,0,10,25,4,25,0,0,0,0,0,0,260,20,35,115,10,85,110,134,27,15,15,15,15,27,19,15,3,8,15,17,38,3,15,4,4,36,70,45,28,36,18,23,120,33,18,31,65,110,11,11,15,15,15,15,166,15,82,41,49,167,132,15,15,15,15,15,15,22,15,17,15,15,15,29,15,15,28,15,17,38,24,19,29,15,15,34,15,17,21,10,32,15,15,15,15,15,15,114,29,31,108,13,40,0.0088691796,385,2251,2255,0.1710350955
1 source_x sumlevel_x geoid_x name_x st_x cnty_x tract_x T8_est1 T8_est2 T8_est3 T8_est4 T8_est5 T8_est6 T8_est7 T8_est8 T8_est9 T8_est10 T8_est11 T8_est12 T8_est13 T8_est14 T8_est15 T8_est16 T8_est17 T8_est18 T8_est19 T8_est20 T8_est21 T8_est22 T8_est23 T8_est24 T8_est25 T8_est26 T8_est27 T8_est28 T8_est29 T8_est30 T8_est31 T8_est32 T8_est33 T8_est34 T8_est35 T8_est36 T8_est37 T8_est38 T8_est39 T8_est40 T8_est41 T8_est42 T8_est43 T8_est44 T8_est45 T8_est46 T8_est47 T8_est48 T8_est49 T8_est50 T8_est51 T8_est52 T8_est53 T8_est54 T8_est55 T8_est56 T8_est57 T8_est58 T8_est59 T8_est60 T8_est61 T8_est62 T8_est63 T8_est64 T8_est65 T8_est66 T8_est67 T8_est68 T8_est69 T8_est70 T8_est71 T8_est72 T8_est73 T8_est74 T8_est75 T8_est76 T8_est77 T8_est78 T8_est79 T8_est80 T8_est81 T8_est82 T8_est83 T8_est84 T8_est85 T8_est86 T8_est87 T8_est88 T8_est89 T8_est90 T8_est91 T8_est92 T8_est93 T8_est94 T8_est95 T8_est96 T8_est97 T8_est98 T8_est99 T8_est100 T8_est101 T8_est102 T8_est103 T8_est104 T8_est105 T8_est106 T8_est107 T8_est108 T8_est109 T8_est110 T8_est111 T8_est112 T8_est113 T8_est114 T8_est115 T8_est116 T8_est117 T8_est118 T8_est119 T8_est120 T8_est121 T8_est122 T8_est123 T8_est124 T8_est125 T8_est126 T8_est127 T8_est128 T8_est129 T8_est130 T8_est131 T8_est132 T8_est133 T8_moe1 T8_moe2 T8_moe3 T8_moe4 T8_moe5 T8_moe6 T8_moe7 T8_moe8 T8_moe9 T8_moe10 T8_moe11 T8_moe12 T8_moe13 T8_moe14 T8_moe15 T8_moe16 T8_moe17 T8_moe18 T8_moe19 T8_moe20 T8_moe21 T8_moe22 T8_moe23 T8_moe24 T8_moe25 T8_moe26 T8_moe27 T8_moe28 T8_moe29 T8_moe30 T8_moe31 T8_moe32 T8_moe33 T8_moe34 T8_moe35 T8_moe36 T8_moe37 T8_moe38 T8_moe39 T8_moe40 T8_moe41 T8_moe42 T8_moe43 T8_moe44 T8_moe45 T8_moe46 T8_moe47 T8_moe48 T8_moe49 T8_moe50 T8_moe51 T8_moe52 T8_moe53 T8_moe54 T8_moe55 T8_moe56 T8_moe57 T8_moe58 T8_moe59 T8_moe60 T8_moe61 T8_moe62 T8_moe63 T8_moe64 T8_moe65 T8_moe66 T8_moe67 T8_moe68 T8_moe69 T8_moe70 T8_moe71 T8_moe72 T8_moe73 T8_moe74 T8_moe75 T8_moe76 T8_moe77 T8_moe78 T8_moe79 T8_moe80 T8_moe81 T8_moe82 T8_moe83 T8_moe84 T8_moe85 T8_moe86 T8_moe87 T8_moe88 T8_moe89 T8_moe90 T8_moe91 T8_moe92 T8_moe93 T8_moe94 T8_moe95 T8_moe96 T8_moe97 T8_moe98 T8_moe99 T8_moe100 T8_moe101 T8_moe102 T8_moe103 T8_moe104 T8_moe105 T8_moe106 T8_moe107 T8_moe108 T8_moe109 T8_moe110 T8_moe111 T8_moe112 T8_moe113 T8_moe114 T8_moe115 T8_moe116 T8_moe117 T8_moe118 T8_moe119 T8_moe120 T8_moe121 T8_moe122 T8_moe123 T8_moe124 T8_moe125 T8_moe126 T8_moe127 T8_moe128 T8_moe129 T8_moe130 T8_moe131 T8_moe132 T8_moe133 GEOID10_TRACT source_y sumlevel_y geoid_y name_y st_y cnty_y tract_y T3_est1 T3_est2 T3_est3 T3_est4 T3_est5 T3_est6 T3_est7 T3_est8 T3_est9 T3_est10 T3_est11 T3_est12 T3_est13 T3_est14 T3_est15 T3_est16 T3_est17 T3_est18 T3_est19 T3_est20 T3_est21 T3_est22 T3_est23 T3_est24 T3_est25 T3_est26 T3_est27 T3_est28 T3_est29 T3_est30 T3_est31 T3_est32 T3_est33 T3_est34 T3_est35 T3_est36 T3_est37 T3_est38 T3_est39 T3_est40 T3_est41 T3_est42 T3_est43 T3_est44 T3_est45 T3_est46 T3_est47 T3_est48 T3_est49 T3_est50 T3_est51 T3_est52 T3_est53 T3_est54 T3_est55 T3_est56 T3_est57 T3_est58 T3_est59 T3_est60 T3_est61 T3_est62 T3_est63 T3_est64 T3_est65 T3_est66 T3_est67 T3_est68 T3_est69 T3_est70 T3_est71 T3_est72 T3_est73 T3_est74 T3_est75 T3_est76 T3_est77 T3_est78 T3_est79 T3_est80 T3_est81 T3_est82 T3_est83 T3_est84 T3_est85 T3_est86 T3_est87 T3_moe1 T3_moe2 T3_moe3 T3_moe4 T3_moe5 T3_moe6 T3_moe7 T3_moe8 T3_moe9 T3_moe10 T3_moe11 T3_moe12 T3_moe13 T3_moe14 T3_moe15 T3_moe16 T3_moe17 T3_moe18 T3_moe19 T3_moe20 T3_moe21 T3_moe22 T3_moe23 T3_moe24 T3_moe25 T3_moe26 T3_moe27 T3_moe28 T3_moe29 T3_moe30 T3_moe31 T3_moe32 T3_moe33 T3_moe34 T3_moe35 T3_moe36 T3_moe37 T3_moe38 T3_moe39 T3_moe40 T3_moe41 T3_moe42 T3_moe43 T3_moe44 T3_moe45 T3_moe46 T3_moe47 T3_moe48 T3_moe49 T3_moe50 T3_moe51 T3_moe52 T3_moe53 T3_moe54 T3_moe55 T3_moe56 T3_moe57 T3_moe58 T3_moe59 T3_moe60 T3_moe61 T3_moe62 T3_moe63 T3_moe64 T3_moe65 T3_moe66 T3_moe67 T3_moe68 T3_moe69 T3_moe70 T3_moe71 T3_moe72 T3_moe73 T3_moe74 T3_moe75 T3_moe76 T3_moe77 T3_moe78 T3_moe79 T3_moe80 T3_moe81 T3_moe82 T3_moe83 T3_moe84 T3_moe85 T3_moe86 T3_moe87 Share of homes with no kitchen or indoor plumbing (percent) HOUSING_BURDEN_NUMERATOR HOUSING_BURDEN_DENOMINATOR DENOM INCL NOT COMPUTED Housing burden (percent)
2 2014thru2018 140 14000US06027000800 Census Tract 8, Inyo County, California 6 27 800 1375 800 105 40 15 30 15 0 15 50 15 35 0 0 0 130 65 0 65 35 0 35 30 0 30 0 0 0 130 70 0 70 10 0 10 50 0 50 0 0 0 70 55 0 55 15 0 15 0 0 0 0 0 0 360 320 0 320 35 0 35 4 0 4 0 0 0 580 120 30 20 10 10 0 10 70 0 70 4 4 0 110 50 10 40 40 0 40 20 0 20 0 0 0 125 85 0 85 40 0 40 0 0 0 0 0 0 55 0 0 0 55 0 55 0 0 0 0 0 0 170 165 0 165 10 0 10 0 0 0 0 0 0 133 101 51 30 15 31 15 12 15 37 31 26 12 12 12 48 34 12 34 34 12 34 32 12 32 12 12 12 59 41 12 41 13 12 13 41 12 41 12 12 12 38 33 12 33 22 12 22 12 12 12 12 12 12 87 79 12 79 35 12 35 5 12 5 12 12 12 122 84 29 28 14 20 12 20 79 12 79 12 12 12 54 34 16 30 37 12 37 32 12 32 12 12 12 56 50 12 50 35 12 35 12 12 12 12 12 12 64 12 12 12 64 12 64 12 12 12 12 12 12 68 64 12 64 14 12 14 12 12 12 12 12 12 06027000800 2014thru2018 140 14000US06027000800 Census Tract 8, Inyo County, California 6 27 800 1375 800 30 30 0 0 0 0 0 0 0 0 0 0 10 0 0 0 10 0 115 35 30 50 0 4 115 15 35 10 15 35 0 0 0 0 0 0 530 30 65 70 50 320 580 35 25 10 0 0 0 0 0 0 0 0 0 65 0 10 0 55 0 90 70 20 0 0 0 95 10 30 40 0 10 0 0 0 0 0 0 300 10 40 85 0 165 133 101 31 31 12 12 12 12 12 12 12 12 12 12 15 12 12 12 15 12 57 26 32 41 12 5 56 15 34 13 22 35 12 12 12 12 12 12 90 31 34 41 25 79 122 34 30 16 12 12 12 12 12 12 12 12 12 67 12 18 12 64 12 83 79 32 12 12 12 52 20 32 35 12 14 12 12 12 12 12 12 89 14 30 50 12 64 0.0471014493 370 1376 1380 0.2688953488
3 2014thru2018 140 14000US06061021322 Census Tract 213.22, Placer County, California 6 61 21322 5395 4250 185 15 0 15 30 0 30 70 0 70 65 0 65 165 45 0 45 75 0 75 45 0 45 0 0 0 375 140 0 140 130 0 130 105 0 105 0 0 0 255 60 0 60 160 0 160 35 0 35 0 0 0 3275 2990 0 2990 290 0 290 0 0 0 0 0 0 1145 295 65 0 65 0 0 0 160 0 160 65 0 65 235 0 0 0 205 0 205 30 0 30 0 0 0 270 135 0 135 85 0 85 50 0 50 0 0 0 130 105 0 105 30 0 30 0 0 0 0 0 0 215 215 0 215 0 0 0 0 0 0 0 0 0 179 212 100 20 19 20 37 19 37 57 19 57 87 19 87 100 38 19 38 88 19 88 39 19 39 19 19 19 164 92 19 92 78 19 78 84 19 84 19 19 19 109 56 19 56 88 19 88 39 19 39 19 19 19 232 232 19 232 116 19 116 19 19 19 19 19 19 187 139 83 19 83 19 19 19 95 19 95 94 19 94 115 19 19 19 100 19 100 35 19 35 19 19 19 146 105 19 105 90 19 90 52 19 52 19 19 19 91 87 19 87 30 19 30 19 19 19 19 19 19 99 99 19 99 19 19 19 19 19 19 19 19 19 06061021322 2014thru2018 140 14000US06061021322 Census Tract 213.22, Placer County, California 6 61 21322 5395 4250 0 0 0 0 0 0 15 0 0 0 0 15 120 0 0 0 55 65 250 70 45 105 35 0 630 30 75 130 105 290 65 65 0 0 0 0 3170 15 45 140 60 2905 1145 0 0 0 0 0 0 50 50 0 0 0 0 45 0 45 0 0 0 240 160 30 50 0 0 270 0 160 85 30 0 15 15 0 0 0 0 520 65 0 135 105 215 179 212 19 19 19 19 19 19 26 19 19 19 19 26 108 19 19 19 65 84 122 57 39 84 39 19 151 37 88 78 67 116 87 87 19 19 19 19 238 20 38 92 56 249 187 19 19 19 19 19 19 81 81 19 19 19 19 73 19 73 19 19 19 100 95 35 52 19 19 115 19 93 90 30 19 26 26 19 19 19 19 170 83 19 105 87 99 0.0000000000 985 5265 5395 0.1870845204
4 2014thru2018 140 14000US06069000802 Census Tract 8.02, San Benito County, California 6 69 802 885 615 25 10 4 10 4 0 4 4 0 4 4 0 4 55 25 0 25 10 0 10 20 0 20 0 0 0 70 40 4 35 10 0 10 20 0 20 0 0 0 45 35 0 35 10 0 10 4 0 4 0 0 0 420 340 4 335 55 0 55 25 0 25 0 0 0 265 35 20 0 20 4 0 4 10 0 10 4 0 4 75 35 0 35 4 0 4 35 0 35 0 0 0 35 25 4 20 15 0 15 0 0 0 0 0 0 40 40 0 40 0 0 0 0 0 0 0 0 0 80 80 0 80 0 0 0 0 0 0 0 0 0 69 70 14 12 5 10 3 12 3 12 12 12 10 12 10 35 31 12 31 11 12 11 16 12 16 12 12 12 22 18 12 20 11 12 11 12 12 12 12 12 12 20 19 12 19 12 12 12 1 12 1 12 12 12 49 47 12 47 23 12 23 20 12 20 12 12 12 45 15 14 12 14 2 12 2 9 12 9 3 12 3 28 19 12 19 7 12 7 23 12 23 12 12 12 21 15 4 14 14 12 14 12 12 12 12 12 12 20 20 12 20 12 12 12 12 12 12 12 12 12 28 28 12 28 12 12 12 12 12 12 12 12 12 06069000802 2014thru2018 140 14000US06069000802 Census Tract 8.02, San Benito County, California 6 69 802 885 615 4 4 0 4 0 4 4 0 0 0 0 4 0 0 0 0 0 0 70 4 20 20 4 25 90 4 10 10 10 55 4 4 0 0 0 0 440 10 25 35 35 335 265 4 0 0 4 0 0 4 0 0 0 4 0 20 4 15 0 0 0 25 4 20 0 0 0 25 4 4 15 0 0 4 4 0 0 0 0 190 20 35 20 35 80 69 70 11 5 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 25 12 16 12 1 20 28 3 11 11 12 23 10 10 12 12 12 12 62 10 31 20 19 46 45 4 12 12 4 12 12 11 12 12 12 11 12 19 12 17 12 12 12 17 11 18 12 12 12 14 2 7 14 12 12 3 3 12 12 12 12 43 14 19 14 18 28 0.0090909091 136 872 880 0.1559633028
5 2014thru2018 140 14000US15001021010 Census Tract 210.10, Hawaii County, Hawaii 15 1 21010 3130 2515 520 210 25 190 40 10 30 190 30 155 80 20 60 555 385 70 310 90 0 90 85 0 85 0 0 0 345 200 4 190 135 0 135 4 0 4 0 0 0 245 205 20 190 40 0 40 0 0 0 0 0 0 855 840 40 800 15 10 4 0 0 0 0 0 0 615 200 40 10 30 0 0 0 80 10 70 80 0 80 85 25 4 20 50 0 50 4 0 4 0 0 0 90 40 0 40 45 0 45 0 0 0 0 0 0 80 70 4 65 0 0 0 10 0 10 0 0 0 160 160 10 155 0 0 0 0 0 0 0 0 0 176 219 147 112 21 107 40 13 38 116 33 112 43 21 40 166 161 81 146 48 15 48 62 15 62 15 15 15 143 80 10 81 118 15 118 19 15 19 15 15 15 100 99 32 107 34 15 34 15 15 15 15 15 15 196 199 39 189 22 13 15 15 15 15 15 15 15 168 111 30 13 25 15 15 15 50 17 44 92 15 92 51 29 9 27 40 15 40 14 15 14 15 15 15 53 36 15 36 44 15 44 15 15 15 15 15 15 43 43 10 42 15 15 15 15 15 15 15 15 15 114 114 13 114 15 15 15 15 15 15 15 15 15 15001021010 2014thru2018 140 14000US15001021010 Census Tract 210.10, Hawaii County, Hawaii 15 1 21010 3130 2515 230 85 70 4 20 50 55 10 35 0 0 10 110 10 15 50 0 30 245 155 85 4 0 0 275 30 60 135 40 4 55 55 0 0 0 0 1550 170 290 140 190 760 615 40 20 4 0 4 10 65 20 0 0 0 45 50 20 0 0 25 4 55 40 4 0 10 0 100 0 50 45 0 0 70 70 0 0 0 0 235 30 20 40 35 105 176 219 100 44 81 10 32 43 37 13 35 15 15 14 56 23 22 41 15 32 121 112 62 19 15 15 136 38 40 118 34 15 40 40 15 15 15 15 212 104 145 72 107 189 168 26 18 9 15 10 13 77 30 15 15 15 70 40 22 15 15 33 2 35 31 14 15 15 15 55 15 40 44 15 15 86 86 15 15 15 15 111 25 27 36 30 91 0.0862619808 723 2970 3130 0.2434343434
6 2014thru2018 140 14000US15001021101 Census Tract 211.01, Hawaii County, Hawaii 15 1 21101 1690 1385 390 145 60 85 50 0 50 145 0 145 50 15 30 240 140 15 125 20 15 4 80 0 80 0 0 0 185 130 0 130 20 0 20 35 0 35 0 0 0 190 170 0 170 20 0 20 0 0 0 0 0 0 380 350 20 330 30 0 30 0 0 0 0 0 0 300 150 35 4 30 15 0 15 70 0 70 25 0 25 15 10 0 10 10 0 10 0 0 0 0 0 0 55 55 35 20 4 0 4 0 0 0 0 0 0 25 15 0 15 10 0 10 0 0 0 0 0 0 55 55 0 55 0 0 0 0 0 0 0 0 0 157 136 98 63 54 39 27 11 27 71 11 71 33 24 25 79 63 22 59 23 24 10 46 11 46 11 11 11 74 63 11 63 14 11 14 34 11 34 11 11 11 68 65 11 65 22 11 22 11 11 11 11 11 11 101 97 36 97 24 11 24 11 11 11 11 11 11 98 76 29 12 26 22 11 22 60 11 60 36 11 36 21 13 11 13 13 11 13 11 11 11 11 11 11 58 57 54 23 11 11 11 11 11 11 11 11 11 22 21 11 21 15 11 15 11 11 11 11 11 11 33 33 11 33 11 11 11 11 11 11 11 11 11 15001021101 2014thru2018 140 14000US15001021101 Census Tract 211.01, Hawaii County, Hawaii 15 1 21101 1690 1385 125 75 30 0 0 20 35 4 10 10 0 10 4 4 0 0 0 0 255 140 80 35 0 0 125 50 4 20 20 30 30 30 0 0 0 0 810 85 115 115 170 320 300 40 4 0 35 0 0 25 25 0 0 0 0 4 0 0 0 0 4 70 70 0 0 0 0 35 15 10 4 10 0 4 4 0 0 0 0 125 30 10 20 15 50 157 136 73 58 29 11 11 36 29 8 20 15 11 13 3 3 11 11 11 11 78 69 46 34 11 11 40 27 10 14 22 24 23 23 11 11 11 11 117 39 55 61 65 96 98 52 12 11 54 11 11 38 38 11 11 11 11 2 11 11 11 11 2 60 60 11 11 11 11 28 22 13 11 15 11 11 11 11 11 11 11 51 26 13 23 21 36 0.0979228487 449 1610 1685 0.2788819876
7 2014thru2018 140 14000US15001021402 Census Tract 214.02, Hawaii County, Hawaii 15 1 21402 1340 830 55 10 0 10 10 0 10 30 0 30 0 0 0 25 4 0 4 10 0 10 4 0 4 0 0 0 130 50 0 50 55 0 55 30 4 25 0 0 0 45 40 0 40 0 0 0 4 0 4 0 0 0 575 520 0 520 55 0 55 0 0 0 0 0 0 510 195 40 0 40 20 0 20 130 30 100 0 0 0 50 15 0 15 20 0 20 15 0 15 0 0 0 65 35 0 35 15 0 15 15 0 15 0 0 0 70 45 0 45 25 0 25 0 0 0 0 0 0 130 125 0 125 4 0 4 0 0 0 0 0 0 103 132 51 17 11 17 16 11 16 46 11 46 11 11 11 21 15 11 15 20 11 20 14 11 14 11 11 11 58 31 11 31 52 11 52 24 1 21 11 11 11 34 34 11 34 11 11 11 2 11 2 11 11 11 119 121 11 121 32 11 32 11 11 11 11 11 11 102 83 22 11 22 21 11 21 84 50 70 11 11 11 39 22 11 22 31 11 31 19 11 19 11 11 11 41 33 11 33 22 11 22 20 11 20 11 11 11 59 47 11 47 40 11 40 11 11 11 11 11 11 60 60 11 60 7 11 7 11 11 11 11 11 11 15001021402 2014thru2018 140 14000US15001021402 Census Tract 214.02, Hawaii County, Hawaii 15 1 21402 1340 830 4 0 0 4 0 0 4 0 0 0 0 4 70 0 0 0 10 60 70 30 4 25 4 0 130 10 10 55 0 55 0 0 0 0 0 0 550 10 4 50 30 455 510 30 30 0 0 0 0 10 0 0 10 0 0 15 0 10 0 0 4 115 100 4 4 0 0 85 20 20 15 25 4 0 0 0 0 0 0 250 40 15 35 45 120 103 132 1 11 11 1 11 11 13 11 11 11 11 13 61 11 11 11 19 59 53 46 14 21 2 11 68 16 20 52 11 32 11 11 11 11 11 11 122 17 15 31 30 107 102 50 50 11 11 11 11 13 11 11 13 11 11 21 11 16 11 11 12 74 70 10 13 11 11 51 21 31 22 40 7 11 11 11 11 11 11 92 22 22 33 47 58 0.0253731343 354 1340 1340 0.2641791045
8 2014thru2018 140 14000US15001021800 Census Tract 218, Hawaii County, Hawaii 15 1 21800 2015 1375 120 40 25 15 25 0 25 35 0 35 15 0 15 80 45 0 45 20 0 20 15 0 15 0 0 0 155 110 0 110 20 0 20 30 0 30 0 0 0 110 100 0 100 15 0 15 0 0 0 0 0 0 905 680 4 675 205 0 205 20 0 20 0 0 0 640 160 25 0 25 25 0 25 110 55 55 0 0 0 45 4 0 4 25 0 25 15 0 15 0 0 0 85 55 4 50 35 0 35 0 0 0 0 0 0 35 25 0 25 10 0 10 0 0 0 0 0 0 310 310 0 310 4 0 4 0 0 0 0 0 0 201 188 62 43 40 16 25 15 25 34 15 34 21 15 21 39 31 15 31 20 15 20 21 15 21 15 15 15 58 49 15 49 16 15 16 28 15 28 15 15 15 45 40 15 40 20 15 20 15 15 15 15 15 15 170 149 15 148 115 15 115 26 15 26 15 15 15 159 91 27 15 27 30 15 30 86 79 37 15 15 15 29 10 15 10 20 15 20 18 15 18 15 15 15 50 36 15 34 42 15 42 15 15 15 15 15 15 27 24 15 24 14 15 14 15 15 15 15 15 15 155 155 15 155 3 15 3 15 15 15 15 15 15 15001021800 2014thru2018 140 14000US15001021800 Census Tract 218, Hawaii County, Hawaii 15 1 21800 2015 1375 30 25 0 0 0 4 10 0 4 4 4 4 65 0 4 4 4 55 100 35 15 30 0 20 285 25 20 20 15 205 15 15 0 0 0 0 870 15 40 105 95 615 640 55 55 0 4 0 0 15 10 0 0 0 4 25 10 4 0 0 10 55 40 15 0 0 0 100 25 25 35 10 4 0 0 0 0 0 0 395 25 0 50 25 290 201 188 41 40 15 15 15 15 13 15 9 4 5 3 41 15 3 5 1 41 53 34 21 28 15 26 118 25 20 16 20 115 21 21 15 15 15 15 159 16 27 51 40 140 159 80 79 15 15 15 15 17 14 15 15 15 11 24 14 10 15 15 14 37 31 18 15 15 15 53 30 20 42 14 3 15 15 15 15 15 15 162 27 15 34 24 155 0.0421836228 355 2000 2015 0.1775000000
9 2014thru2018 140 14000US15003010201 Census Tract 102.01, Honolulu County, Hawaii 15 3 10201 1515 785 85 15 0 15 4 0 4 65 4 55 4 0 4 35 4 0 4 15 0 15 15 0 15 0 0 0 180 75 4 70 75 10 65 30 0 30 0 0 0 100 70 0 70 25 0 25 4 0 4 0 0 0 385 340 0 340 35 0 35 10 0 10 0 0 0 730 135 10 4 4 10 0 10 75 4 70 40 0 40 150 10 0 10 50 15 35 85 0 85 0 0 0 195 110 10 100 65 4 65 15 4 10 0 0 0 90 65 0 65 25 0 25 0 0 0 0 0 0 165 145 4 140 20 0 20 0 0 0 0 0 0 66 73 36 15 15 15 15 15 15 31 10 31 11 15 11 18 11 15 11 13 15 13 14 15 14 15 15 15 50 35 15 35 26 15 28 24 15 24 15 15 15 35 33 15 33 16 15 16 3 15 3 15 15 15 54 50 15 50 15 15 15 17 15 17 15 15 15 72 46 14 15 10 14 15 14 33 10 34 28 15 28 55 17 15 17 35 20 31 42 15 42 15 15 15 57 43 13 41 34 15 33 22 13 13 15 15 15 34 29 15 29 22 15 22 15 15 15 15 15 15 57 54 15 56 18 15 18 15 15 15 15 15 15 15003010201 2014thru2018 140 14000US15003010201 Census Tract 102.01, Honolulu County, Hawaii 15 3 10201 1515 785 15 4 0 10 0 0 35 4 0 15 10 4 85 0 4 40 10 30 95 50 10 15 4 10 125 4 15 50 25 35 4 4 0 0 0 0 425 15 4 45 55 305 730 50 10 15 20 0 4 95 25 4 40 15 10 75 0 15 35 4 20 150 55 85 10 0 0 95 10 10 40 25 15 30 30 0 0 0 0 230 4 10 50 45 120 66 73 16 10 15 13 15 15 27 10 15 25 12 9 46 15 9 33 13 22 31 30 13 12 3 17 33 15 13 18 16 15 11 11 15 15 15 15 69 15 11 22 31 52 72 23 11 20 17 15 15 42 21 11 32 14 13 36 15 23 25 15 18 48 28 42 13 15 15 43 14 13 32 22 15 25 25 15 15 15 15 53 10 17 28 23 48 0.0429042904 504 1471 1515 0.3426240653
10 2014thru2018 140 14000US15007040603 Census Tract 406.03, Kauai County, Hawaii 15 7 40603 1035 595 25 10 0 10 0 0 0 15 0 15 4 0 4 55 20 0 20 15 0 15 20 0 20 0 0 0 80 55 0 55 4 0 4 20 0 20 0 0 0 50 10 0 10 10 0 10 30 0 30 0 0 0 385 310 4 305 55 0 55 20 0 20 0 0 0 440 100 25 0 25 4 0 4 55 0 55 10 0 10 40 4 0 4 15 0 15 25 0 25 0 0 0 100 35 0 35 40 0 40 25 0 25 0 0 0 60 40 0 40 15 0 15 0 0 0 0 0 0 145 125 4 125 10 0 10 4 0 4 0 0 0 84 70 15 15 11 15 11 11 11 15 11 15 11 11 11 24 16 11 16 14 11 14 16 11 16 11 11 11 33 29 11 29 11 11 11 14 11 14 11 11 11 21 12 11 12 10 11 10 22 11 22 11 11 11 67 60 11 61 29 11 29 13 11 13 11 11 11 75 34 21 11 21 15 11 15 28 11 28 13 11 13 29 3 11 3 21 11 21 20 11 20 11 11 11 43 24 11 24 23 11 23 23 11 23 11 11 11 32 30 11 30 13 11 13 11 11 11 11 11 11 53 49 11 49 14 11 14 17 11 17 11 11 11 15007040603 2014thru2018 140 14000US15007040603 Census Tract 406.03, Kauai County, Hawaii 15 7 40603 1035 595 4 0 0 0 0 4 4 0 0 0 0 4 30 0 0 4 4 25 100 15 20 20 30 20 80 0 15 4 4 55 4 4 0 0 0 0 370 10 20 55 10 275 440 4 0 0 0 0 4 10 10 0 0 0 0 30 4 4 4 10 10 105 55 25 25 0 4 80 4 15 30 15 10 10 10 0 0 0 0 195 15 0 35 35 115 84 70 11 11 11 11 11 11 18 11 11 11 11 18 25 11 11 4 11 26 34 15 16 12 22 13 31 11 14 11 11 29 11 11 11 11 11 11 66 15 16 29 12 55 75 11 11 11 11 11 11 15 15 11 11 11 11 27 3 3 16 13 14 45 26 20 23 11 17 35 15 21 20 13 14 13 13 11 11 11 11 52 16 11 24 25 45 0.0077294686 238 1021 1035 0.2331047992
11 2014thru2018 140 14000US15007040604 Census Tract 406.04, Kauai County, Hawaii 15 7 40604 1235 655 85 15 0 15 4 0 4 45 0 45 15 0 15 55 35 0 35 15 0 15 4 0 4 0 0 0 70 35 0 35 20 0 20 15 0 15 0 0 0 50 20 0 20 25 0 25 4 0 4 0 0 0 395 335 4 330 60 4 55 0 0 0 0 0 0 580 95 35 4 30 40 0 40 15 0 15 0 0 0 180 45 0 45 85 0 85 50 0 50 0 0 0 55 20 0 20 15 0 15 20 0 20 0 0 0 45 25 0 25 20 0 20 0 0 0 0 0 0 205 175 0 175 30 0 30 0 0 0 0 0 0 79 96 46 28 11 28 11 11 11 33 11 33 15 11 15 35 30 11 30 22 11 22 10 11 10 11 11 11 31 18 11 18 23 11 23 14 11 14 11 11 11 36 19 11 19 28 11 28 9 11 9 11 11 11 80 74 13 76 33 5 32 11 11 11 11 11 11 101 44 28 11 27 30 11 30 18 11 18 11 11 11 65 29 11 29 50 11 50 35 11 35 11 11 11 28 16 11 16 15 11 15 24 11 24 11 11 11 29 21 11 21 23 11 23 11 11 11 11 11 11 72 69 11 69 24 11 24 11 11 11 11 11 11 15007040604 2014thru2018 140 14000US15007040604 Census Tract 406.04, Kauai County, Hawaii 15 7 40604 1235 655 10 0 0 0 0 10 10 0 0 0 4 4 15 0 4 0 0 10 75 45 4 15 4 0 120 4 15 20 25 55 15 15 0 0 0 0 410 15 30 35 15 315 580 4 4 0 0 0 0 30 0 20 0 0 10 25 4 4 0 4 15 90 15 50 20 0 0 165 35 70 15 20 30 0 0 0 0 0 0 260 30 40 20 25 150 79 96 14 11 11 11 11 14 13 11 11 11 10 1 18 11 10 11 11 13 36 33 10 14 9 11 55 11 22 23 28 32 15 15 11 11 11 11 80 28 30 18 18 74 101 11 11 11 11 11 11 31 11 29 11 11 13 25 7 3 11 10 21 45 18 35 24 11 11 56 28 44 15 23 24 11 11 11 11 11 11 77 27 26 16 22 63 0.0113360324 328 1220 1235 0.2688524590
12 2014thru2018 140 14000US15007040700 Census Tract 407, Kauai County, Hawaii 15 7 40700 2875 1930 220 40 0 40 80 0 80 80 0 80 25 0 25 50 20 0 20 20 0 20 10 0 10 0 0 0 275 115 0 115 45 0 45 115 0 115 0 0 0 160 75 0 75 70 0 70 15 0 15 0 0 0 1225 1030 0 1030 170 0 170 25 0 25 0 0 0 950 150 25 0 25 20 0 20 90 0 90 15 0 15 120 35 0 35 25 0 25 60 0 60 0 0 0 135 45 0 45 35 0 35 55 0 55 0 0 0 115 115 4 110 0 0 0 0 0 0 0 0 0 430 370 0 370 60 15 45 0 0 0 0 0 0 162 199 93 34 15 34 74 15 74 62 15 62 27 15 27 38 17 15 17 29 15 29 17 15 17 15 15 15 82 46 15 46 32 15 32 62 15 62 15 15 15 73 53 15 53 53 15 53 21 15 21 15 15 15 187 173 15 173 83 15 83 30 15 30 15 15 15 157 73 18 15 18 23 15 23 64 15 64 19 15 19 68 32 15 32 33 15 33 48 15 48 15 15 15 66 35 15 35 44 15 44 43 15 43 15 15 15 79 79 13 74 15 15 15 15 15 15 15 15 15 141 134 15 134 57 25 53 15 15 15 15 15 15 15007040700 2014thru2018 140 14000US15007040700 Census Tract 407, Kauai County, Hawaii 15 7 40700 2875 1930 0 0 0 0 0 0 0 0 0 0 0 0 115 0 0 4 0 110 245 80 10 115 15 25 380 80 20 45 70 170 25 25 0 0 0 0 1165 40 20 110 75 920 950 25 0 0 0 4 15 80 0 10 0 10 60 45 0 10 4 0 30 205 90 60 55 0 0 105 20 15 25 0 45 15 15 0 0 0 0 470 25 20 45 100 285 162 199 15 15 15 15 15 15 15 15 15 15 15 15 51 15 15 10 15 52 98 62 17 62 21 30 128 74 29 32 53 83 27 27 15 15 15 15 171 34 17 46 53 179 157 29 15 15 15 13 25 67 15 19 15 21 61 48 15 17 15 15 44 94 64 48 43 15 15 75 23 23 41 15 53 19 19 15 15 15 15 107 18 24 35 72 115 0.0086805556 635 2840 2880 0.2235915493
13 2014thru2018 140 14000US15009030100 Census Tract 301, Maui County, Hawaii 15 9 30100 500 320 45 4 0 4 10 10 0 25 0 25 4 0 4 65 65 0 65 0 0 0 0 0 0 0 0 0 50 35 0 35 10 0 10 10 0 10 0 0 0 20 20 0 20 0 0 0 0 0 0 0 0 0 145 135 10 120 10 0 10 0 0 0 0 0 0 175 50 25 0 25 0 0 0 25 4 20 0 0 0 10 4 0 4 4 0 4 0 0 0 0 0 0 10 10 0 10 0 0 0 0 0 0 0 0 0 20 15 0 15 4 0 4 0 0 0 0 0 0 90 90 0 90 0 0 0 0 0 0 0 0 0 71 75 25 11 11 11 18 18 11 19 11 19 11 11 11 57 57 11 57 11 11 11 11 11 11 11 11 11 32 27 11 27 14 11 14 15 11 15 11 11 11 23 23 11 23 11 11 11 11 11 11 11 11 11 58 55 18 53 18 11 18 11 11 11 11 11 11 69 41 30 11 30 11 11 11 24 11 24 11 11 11 14 9 11 9 9 11 9 11 11 11 11 11 11 12 12 11 12 11 11 11 11 11 11 11 11 11 25 25 11 25 10 11 10 11 11 11 11 11 11 59 59 11 59 11 11 11 11 11 11 11 11 11 15009030100 2014thru2018 140 14000US15009030100 Census Tract 301, Maui County, Hawaii 15 9 30100 500 320 20 10 0 0 0 10 10 0 0 4 0 4 40 4 0 15 0 20 30 25 0 10 0 0 15 0 0 4 0 10 0 0 0 0 0 0 200 4 65 15 20 95 175 4 4 0 0 0 0 10 0 0 0 0 10 20 0 0 0 20 0 20 20 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 120 25 4 10 0 80 71 75 27 18 11 11 11 18 15 11 11 14 11 10 23 11 11 23 11 14 25 19 11 15 11 11 20 11 11 10 11 18 11 11 11 11 11 11 62 11 57 15 23 53 69 11 11 11 11 11 11 16 11 11 11 11 16 25 11 11 11 25 11 24 24 11 11 11 11 9 11 9 11 11 11 11 11 11 11 11 11 62 30 9 12 11 59 0.0484848485 84 491 495 0.1710794297
14 2014thru2018 140 14000US15009030201 Census Tract 302.01, Maui County, Hawaii 15 9 30201 820 605 75 40 0 40 10 0 10 25 0 25 0 0 0 85 40 0 40 10 0 10 35 0 35 0 0 0 100 35 0 35 65 0 65 0 0 0 0 0 0 40 10 0 10 15 0 15 10 0 10 0 0 0 310 240 0 240 60 0 60 10 0 10 0 0 0 215 0 0 0 0 0 0 0 0 0 0 0 0 0 15 10 0 10 0 0 0 4 0 4 0 0 0 110 65 0 65 45 0 45 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 90 90 0 90 0 0 0 0 0 0 0 0 0 99 113 49 36 11 36 15 11 15 30 11 30 11 11 11 48 34 11 34 18 11 18 31 11 31 11 11 11 79 34 11 34 73 11 73 11 11 11 11 11 11 35 21 11 21 21 11 21 24 11 24 11 11 11 88 84 11 84 31 11 31 17 11 17 11 11 11 100 11 11 11 11 11 11 11 11 11 11 11 11 11 25 21 11 21 11 11 11 20 11 20 11 11 11 67 45 11 45 49 11 49 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 78 78 11 78 11 11 11 11 11 11 11 11 11 15009030201 2014thru2018 140 14000US15009030201 Census Tract 302.01, Maui County, Hawaii 15 9 30201 820 605 0 0 0 0 0 0 15 0 0 0 0 15 10 0 0 0 10 0 70 25 35 0 0 10 160 10 10 65 15 60 0 0 0 0 0 0 350 40 40 35 10 225 215 0 0 0 0 0 0 0 0 0 0 0 0 10 0 0 10 0 0 4 0 4 0 0 0 45 0 0 45 0 0 0 0 0 0 0 0 155 0 10 55 0 90 99 113 11 11 11 11 11 11 23 11 11 11 11 23 24 11 11 11 24 11 47 30 31 11 11 17 81 15 18 73 21 31 11 11 11 11 11 11 91 36 34 34 21 80 100 11 11 11 11 11 11 11 11 11 11 11 11 20 11 11 20 11 11 20 11 20 11 11 11 49 11 11 49 11 11 11 11 11 11 11 11 85 11 21 49 11 78 0.0000000000 194 820 820 0.2365853659
15 2014thru2018 140 14000US15009030402 Census Tract 304.02, Maui County, Hawaii 15 9 30402 3140 2205 185 0 0 0 10 0 10 125 0 125 45 0 45 175 90 0 90 0 0 0 85 0 85 0 0 0 235 150 0 150 10 0 10 75 0 75 0 0 0 185 90 0 90 10 0 10 85 0 85 0 0 0 1425 1165 0 1165 245 0 245 20 0 20 0 0 0 935 65 35 0 35 0 0 0 30 0 30 0 0 0 90 0 0 0 45 0 45 45 0 45 0 0 0 230 100 0 100 90 0 90 40 0 40 0 0 0 155 155 0 155 0 0 0 0 0 0 0 0 0 395 315 0 315 80 0 80 0 0 0 0 0 0 167 236 102 15 15 15 19 15 19 84 15 84 70 15 70 88 59 15 59 15 15 15 71 15 71 15 15 15 139 122 15 122 21 15 21 65 15 65 15 15 15 93 67 15 67 21 15 21 62 15 62 15 15 15 218 231 15 231 128 15 128 32 15 32 15 15 15 244 62 49 15 49 15 15 15 36 15 36 15 15 15 57 15 15 15 44 15 44 46 15 46 15 15 15 155 100 15 100 98 15 98 48 15 48 15 15 15 105 105 15 105 15 15 15 15 15 15 15 15 15 167 148 15 148 97 15 97 15 15 15 15 15 15 15009030402 2014thru2018 140 14000US15009030402 Census Tract 304.02, Maui County, Hawaii 15 9 30402 3140 2205 0 0 0 0 0 0 15 0 0 0 0 15 70 25 0 0 0 45 360 100 85 75 85 20 275 10 0 10 10 245 45 45 0 0 0 0 1435 0 90 150 90 1105 935 0 0 0 0 0 0 0 0 0 0 0 0 75 0 15 15 0 45 95 30 30 40 0 0 220 0 45 90 0 80 0 0 0 0 0 0 540 35 0 85 155 270 167 236 15 15 15 15 15 15 30 15 15 15 15 30 55 39 15 15 15 43 150 74 71 65 62 32 130 19 15 21 21 128 70 70 15 15 15 15 227 15 59 122 67 235 244 15 15 15 15 15 15 15 15 15 15 15 15 83 15 29 36 15 72 67 36 34 48 15 15 141 15 44 98 15 97 15 15 15 15 15 15 182 49 15 97 105 127 0.0000000000 555 3095 3140 0.1793214863
16 2014thru2018 140 14000US15009030800 Census Tract 308, Maui County, Hawaii 15 9 30800 2250 1810 110 4 0 4 30 0 30 75 0 75 4 0 4 125 80 0 80 15 0 15 30 0 30 0 0 0 160 55 0 55 45 0 45 60 0 60 0 0 0 210 115 0 115 80 0 80 15 0 15 0 0 0 1205 995 20 980 195 0 195 15 0 15 0 0 0 445 40 20 0 20 0 0 0 20 0 20 0 0 0 70 35 0 35 10 0 10 25 0 25 0 0 0 190 115 0 115 45 0 45 30 0 30 0 0 0 15 10 0 10 4 0 4 0 0 0 0 0 0 130 105 0 105 25 0 25 0 0 0 0 0 0 110 134 56 15 15 15 33 15 33 47 15 47 11 15 11 87 82 15 82 15 15 15 28 15 28 15 15 15 61 40 15 40 31 15 31 36 15 36 15 15 15 82 47 15 47 65 15 65 18 15 18 15 15 15 159 175 27 168 110 15 110 23 15 23 15 15 15 132 34 29 15 29 15 15 15 24 15 24 15 15 15 42 31 15 31 17 15 17 23 15 23 15 15 15 120 106 15 106 30 15 30 29 15 29 15 15 15 16 13 15 13 10 15 10 15 15 15 15 15 15 57 48 15 48 32 15 32 15 15 15 15 15 15 15009030800 2014thru2018 140 14000US15009030800 Census Tract 308, Maui County, Hawaii 15 9 30800 2250 1810 20 0 0 0 0 20 25 0 4 4 0 20 65 4 0 4 4 60 185 70 30 60 15 15 365 30 15 45 80 195 4 4 0 0 0 0 1140 4 80 50 110 895 445 0 0 0 0 0 0 25 0 10 4 0 10 30 0 0 20 0 10 65 20 15 30 0 0 65 0 10 25 4 25 0 0 0 0 0 0 260 20 35 115 10 85 110 134 27 15 15 15 15 27 19 15 3 8 15 17 38 3 15 4 4 36 70 45 28 36 18 23 120 33 18 31 65 110 11 11 15 15 15 15 166 15 82 41 49 167 132 15 15 15 15 15 15 22 15 17 15 15 15 29 15 15 28 15 17 38 24 19 29 15 15 34 15 17 21 10 32 15 15 15 15 15 15 114 29 31 108 13 40 0.0088691796 385 2251 2255 0.1710350955

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data/data-pipeline/data_pipeline/tests/sources/hud_housing/test_etl.py Normal file
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@ -0,0 +1,20 @@
import pathlib
from data_pipeline.etl.sources.hud_housing.etl import HudHousingETL
from data_pipeline.tests.sources.example.test_etl import TestETL
class TestHudHousingETL(TestETL):
_ETL_CLASS = HudHousingETL
_SAMPLE_DATA_PATH = pathlib.Path(__file__).parents[0] / "data"
_SAMPLE_DATA_FILE_NAME = "140/Table3.csv"
_SAMPLE_DATA_ZIP_FILE_NAME = "2014thru2018-140-csv.zip"
_EXTRACT_TMP_FOLDER_NAME = "HudHousingETL"
def setup_method(self, _method, filename=__file__):
"""Invoke `setup_method` from Parent, but using the current file name.
This code can be copied identically between all child classes.
"""
super().setup_method(_method=_method, filename=filename)

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data/data-pipeline/data_pipeline/tests/sources/national_risk_index/data/NRI_Table_CensusTracts.zip
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data/data-pipeline/data_pipeline/tests/sources/national_risk_index/data/extract.csv
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@ -1,7 +1,7 @@
OID_,NRI_ID,STATE,STATEABBRV,STATEFIPS,COUNTY,COUNTYTYPE,COUNTYFIPS,STCOFIPS,TRACT,TRACTFIPS,POPULATION,BUILDVALUE,AGRIVALUE,AREA,RISK_SCORE,RISK_RATNG,RISK_NPCTL,RISK_SPCTL,EAL_SCORE,EAL_RATNG,EAL_NPCTL,EAL_SPCTL,EAL_VALT,EAL_VALB,EAL_VALP,EAL_VALPE,EAL_VALA,SOVI_SCORE,SOVI_RATNG,SOVI_NPCTL,SOVI_SPCTL,SOVI_VALUE,RESL_SCORE,RESL_RATNG,RESL_NPCTL,RESL_SPCTL,RESL_VALUE,AVLN_EVNTS,AVLN_AFREQ,AVLN_EXPB,AVLN_EXPP,AVLN_EXPPE,AVLN_EXPT,AVLN_HLRB,AVLN_HLRP,AVLN_HLRR,AVLN_EALB,AVLN_EALP,AVLN_EALPE,AVLN_EALT,AVLN_EALS,AVLN_EALR,AVLN_RISKS,AVLN_RISKR,CFLD_EVNTS,CFLD_AFREQ,CFLD_EXPB,CFLD_EXPP,CFLD_EXPPE,CFLD_EXPT,CFLD_HLRB,CFLD_HLRP,CFLD_HLRR,CFLD_EALB,CFLD_EALP,CFLD_EALPE,CFLD_EALT,CFLD_EALS,CFLD_EALR,CFLD_RISKS,CFLD_RISKR,CWAV_EVNTS,CWAV_AFREQ,CWAV_EXPB,CWAV_EXPP,CWAV_EXPPE,CWAV_EXPA,CWAV_EXPT,CWAV_HLRB,CWAV_HLRP,CWAV_HLRA,CWAV_HLRR,CWAV_EALB,CWAV_EALP,CWAV_EALPE,CWAV_EALA,CWAV_EALT,CWAV_EALS,CWAV_EALR,CWAV_RISKS,CWAV_RISKR,DRGT_EVNTS,DRGT_AFREQ,DRGT_EXPA,DRGT_EXPT,DRGT_HLRA,DRGT_HLRR,DRGT_EALA,DRGT_EALT,DRGT_EALS,DRGT_EALR,DRGT_RISKS,DRGT_RISKR,ERQK_EVNTS,ERQK_AFREQ,ERQK_EXPB,ERQK_EXPP,ERQK_EXPPE,ERQK_EXPT,ERQK_HLRB,ERQK_HLRP,ERQK_HLRR,ERQK_EALB,ERQK_EALP,ERQK_EALPE,ERQK_EALT,ERQK_EALS,ERQK_EALR,ERQK_RISKS,ERQK_RISKR,HAIL_EVNTS,HAIL_AFREQ,HAIL_EXPB,HAIL_EXPP,HAIL_EXPPE,HAIL_EXPA,HAIL_EXPT,HAIL_HLRB,HAIL_HLRP,HAIL_HLRA,HAIL_HLRR,HAIL_EALB,HAIL_EALP,HAIL_EALPE,HAIL_EALA,HAIL_EALT,HAIL_EALS,HAIL_EALR,HAIL_RISKS,HAIL_RISKR,HWAV_EVNTS,HWAV_AFREQ,HWAV_EXPB,HWAV_EXPP,HWAV_EXPPE,HWAV_EXPA,HWAV_EXPT,HWAV_HLRB,HWAV_HLRP,HWAV_HLRA,HWAV_HLRR,HWAV_EALB,HWAV_EALP,HWAV_EALPE,HWAV_EALA,HWAV_EALT,HWAV_EALS,HWAV_EALR,HWAV_RISKS,HWAV_RISKR,HRCN_EVNTS,HRCN_AFREQ,HRCN_EXPB,HRCN_EXPP,HRCN_EXPPE,HRCN_EXPA,HRCN_EXPT,HRCN_HLRB,HRCN_HLRP,HRCN_HLRA,HRCN_HLRR,HRCN_EALB,HRCN_EALP,HRCN_EALPE,HRCN_EALA,HRCN_EALT,HRCN_EALS,HRCN_EALR,HRCN_RISKS,HRCN_RISKR,ISTM_EVNTS,ISTM_AFREQ,ISTM_EXPB,ISTM_EXPP,ISTM_EXPPE,ISTM_EXPT,ISTM_HLRB,ISTM_HLRP,ISTM_HLRR,ISTM_EALB,ISTM_EALP,ISTM_EALPE,ISTM_EALT,ISTM_EALS,ISTM_EALR,ISTM_RISKS,ISTM_RISKR,LNDS_EVNTS,LNDS_AFREQ,LNDS_EXPB,LNDS_EXPP,LNDS_EXPPE,LNDS_EXPT,LNDS_HLRB,LNDS_HLRP,LNDS_HLRR,LNDS_EALB,LNDS_EALP,LNDS_EALPE,LNDS_EALT,LNDS_EALS,LNDS_EALR,LNDS_RISKS,LNDS_RISKR,LTNG_EVNTS,LTNG_AFREQ,LTNG_EXPB,LTNG_EXPP,LTNG_EXPPE,LTNG_EXPT,LTNG_HLRB,LTNG_HLRP,LTNG_HLRR,LTNG_EALB,LTNG_EALP,LTNG_EALPE,LTNG_EALT,LTNG_EALS,LTNG_EALR,LTNG_RISKS,LTNG_RISKR,RFLD_EVNTS,RFLD_AFREQ,RFLD_EXPB,RFLD_EXPP,RFLD_EXPPE,RFLD_EXPA,RFLD_EXPT,RFLD_HLRB,RFLD_HLRP,RFLD_HLRA,RFLD_HLRR,RFLD_EALB,RFLD_EALP,RFLD_EALPE,RFLD_EALA,RFLD_EALT,RFLD_EALS,RFLD_EALR,RFLD_RISKS,RFLD_RISKR,SWND_EVNTS,SWND_AFREQ,SWND_EXPB,SWND_EXPP,SWND_EXPPE,SWND_EXPA,SWND_EXPT,SWND_HLRB,SWND_HLRP,SWND_HLRA,SWND_HLRR,SWND_EALB,SWND_EALP,SWND_EALPE,SWND_EALA,SWND_EALT,SWND_EALS,SWND_EALR,SWND_RISKS,SWND_RISKR,TRND_EVNTS,TRND_AFREQ,TRND_EXPB,TRND_EXPP,TRND_EXPPE,TRND_EXPA,TRND_EXPT,TRND_HLRB,TRND_HLRP,TRND_HLRA,TRND_HLRR,TRND_EALB,TRND_EALP,TRND_EALPE,TRND_EALA,TRND_EALT,TRND_EALS,TRND_EALR,TRND_RISKS,TRND_RISKR,TSUN_EVNTS,TSUN_AFREQ,TSUN_EXPB,TSUN_EXPP,TSUN_EXPPE,TSUN_EXPT,TSUN_HLRB,TSUN_HLRP,TSUN_HLRR,TSUN_EALB,TSUN_EALP,TSUN_EALPE,TSUN_EALT,TSUN_EALS,TSUN_EALR,TSUN_RISKS,TSUN_RISKR,VLCN_EVNTS,VLCN_AFREQ,VLCN_EXPB,VLCN_EXPP,VLCN_EXPPE,VLCN_EXPT,VLCN_HLRB,VLCN_HLRP,VLCN_HLRR,VLCN_EALB,VLCN_EALP,VLCN_EALPE,VLCN_EALT,VLCN_EALS,VLCN_EALR,VLCN_RISKS,VLCN_RISKR,WFIR_EVNTS,WFIR_AFREQ,WFIR_EXPB,WFIR_EXPP,WFIR_EXPPE,WFIR_EXPA,WFIR_EXPT,WFIR_HLRB,WFIR_HLRP,WFIR_HLRA,WFIR_HLRR,WFIR_EALB,WFIR_EALP,WFIR_EALPE,WFIR_EALA,WFIR_EALT,WFIR_EALS,WFIR_EALR,WFIR_RISKS,WFIR_RISKR,WNTW_EVNTS,WNTW_AFREQ,WNTW_EXPB,WNTW_EXPP,WNTW_EXPPE,WNTW_EXPA,WNTW_EXPT,WNTW_HLRB,WNTW_HLRP,WNTW_HLRA,WNTW_HLRR,WNTW_EALB,WNTW_EALP,WNTW_EALPE,WNTW_EALA,WNTW_EALT,WNTW_EALS,WNTW_EALR,WNTW_RISKS,WNTW_RISKR,NRI_VER
1,T06001020100,Hawaii,HI,15,Kauai,County,7,15007,40300,6001020100,8385,992658000.0000000000,147860.5647200878,3.6108521589,18.0705830803,Relatively Low,63.0775787404,63.4969325153,18.6199401875,Relatively Low,59.6420077263,70.5521472393,324935.2155714268,98076.5248682368,0.0296790442,225560.7358958097,1297.9548073803,31.6808724993,Relatively Moderate,48.7278745931,51.8518518519,-0.1330000000,52.5091980000,Relatively Low,23.5125676106,100.0000000000,2.6254599000,,,,,,,,,Not Applicable,,,,,,Not Applicable,,Not Applicable,,0.0699710120,202742385.5800542533,1862.6855876887,14156410466.4337959290,14359152852.0138511658,0.0000357579,0.0000000020,Very Low,507.2650077305,0.0000002606,1.9802850905,509.2452928210,2.6321796000,Very Low,2.5538810410,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000021774,0.0000022062,0.0080465986,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0030589604,No Rating,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,0.0005345855,912658000.0000000000,8385.0000000000,63726000000.0000000000,64638658000.0000000000,0.0167507621,0.0001397988,Very Low,22512.2000000000,0.0001541200,1171.3120000000,23683.5120000000,11.8920653303,Relatively Low,13.0147002820,Relatively Low,0.0000000000,0.0000000000,912658000.0000000000,8385.0000000000,63726000000.0000000000,147860.5647200878,64638805860.5647201538,0.0000180224,0.0000000760,0.0002275779,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000016,0.0000001005,0.0000761839,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,2.0000000000,0.0343605913,912658000.0000000000,8385.0000000000,63726000000.0000000000,147860.5647200878,64638805860.5647201538,0.0000255348,0.0000003276,0.0002460797,Very Low,788.9305592758,0.0000968737,736.2401254130,1.3226671624,1526.4933518512,4.6757862953,Very Low,6.1662913066,Very Low,0.0000000000,0.0148900000,912658000.0000000000,8385.0000000000,63726000000.0000000000,64638658000.0000000000,0.0000058883,0.0000028944,Relatively Low,80.0189118426,0.0003613770,2746.4650635800,2826.4839754226,19.2773661946,Relatively Low,15.4429446232,Relatively Low,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,142.0000000000,5.9166666660,59632790.0585851222,418.9266599156,3183842615.3584799767,51591.3125103788,3243526996.7295761108,0.0001804370,0.0000114831,0.0042466231,Very Low,63663.1136805333,0.0284625391,216315.2971586954,1296.2757495066,281274.6865887354,29.5879096062,Relatively High,26.9708819409,Relatively High,1.0000000000,0.0312500000,912658000.0000000000,8385.0000000000,63726000000.0000000000,147860.5647200878,64638805860.5647201538,0.0000032387,0.0000018297,0.0000727233,Very Low,92.3692287258,0.0004794348,3643.7043933928,0.3360282071,3736.4096503256,14.9734902768,Relatively Low,16.6070545485,Relatively Low,0.0000000000,0.0000653310,912658000.0000000000,8385.0000000000,63726000000.0000000000,147860.5647200878,64638805860.5647201538,0.0089662390,0.0000059784,0.0021079463,Very Low,534.6107152638,0.0000032750,24.8896914625,0.0203625042,559.5207692305,5.8706925202,Very Low,6.7469108145,Very Low,7.0000000000,0.0319693090,198555247.5326173902,978.4678896234,7436355961.1380958557,7634911208.6707134247,0.0015593140,0.0000038734,Very Low,9898.0167648649,0.0001211641,920.8471781755,10818.8639430404,23.6580872265,Relatively High,20.2115884136,Relatively Moderate,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0005411070,0.0000037371,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,,,,,,,,,,Insufficient Data,,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000851,0.0000001057,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,November 2021
2,T06007040300,Hawaii,HI,15,Hawaii,County,1,15001,20100,6007040300,5213,409283000.0000000000,30161527.9142542519,97.0642891247,26.0474557835,Relatively High,89.4815710967,87.4233128834,24.6571275391,Relatively Moderate,83.8106105391,87.4233128834,754552.3595077734,510222.1167381129,0.0320334258,243454.0359926557,876.2067770047,33.3455935266,Relatively Moderate,67.0519519602,65.5270655271,0.9080000000,50.7751980000,Relatively Low,9.3859370029,40.0000000000,2.5387599000,,,,,,,,,Not Applicable,,,,,,Not Applicable,,Not Applicable,,0.0579710120,1082842.5920536572,13.7920666932,104819706.8679994941,105902549.4600531608,0.0000313713,0.0000000025,Very Low,1.9692852387,0.0000000020,0.0151413322,1.9844265710,0.4142077200,Very Low,0.4374499910,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000021774,0.0000022062,0.0080465986,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000541,No Rating,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,0.0099874373,409283000.0000000000,5213.0000000000,39618800000.0000000000,40028083000.0000000000,0.0008505842,0.0000116917,Very Low,509627.8000000000,0.0314233600,238817.5360000000,748445.3360000000,37.5977579168,Very High,44.7882310288,Very High,1.0000000000,0.0312500000,409283000.0000000000,5213.0000000000,39618800000.0000000000,30161527.9142542407,40058244527.9142456055,0.0000180224,0.0000000760,0.0002275779,Very Low,230.5075462219,0.0000123856,94.1304164907,214.5030827638,539.1410454765,5.2311349597,Very Low,5.8932581207,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000016,0.0000001005,0.0000761839,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0100000000,409283000.0000000000,5213.0000000000,39618800000.0000000000,30161527.9142542407,40058244527.9142456055,0.0000255348,0.0000003276,0.0002460797,Very Low,104.5094165573,0.0000170798,129.8064434247,74.2213962963,308.5372562783,2.7440512545,Very Low,3.9390063490,Very Low,0.0000000000,0.0148900000,409283000.0000000000,5213.0000000000,39618800000.0000000000,40028083000.0000000000,0.0000058883,0.0000013610,Very Low,35.8846142757,0.0001056430,802.8864714520,838.7710857277,12.8581949229,Relatively Low,11.2121138672,Relatively Low,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0006245044,0.0000038327,0.0003492485,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,1.0000000000,0.0312500000,409283000.0000000000,5213.0000000000,39618800000.0000000000,30161527.9142542407,40058244527.9142456055,0.0000083601,0.0000003102,0.0006212585,Very Low,106.9261414761,0.0000505411,384.1124266061,585.5657605523,1076.6043286345,9.8898625798,Very Low,11.9394659724,Relatively Low,0.0000000000,0.0006781468,409283000.0000000000,5213.0000000000,39618800000.0000000000,30161527.9142542519,40058244527.9142456055,0.0003985575,0.0000002657,0.0000937001,Very Low,110.6212172132,0.0000009395,7.1398535480,1.9165373923,119.6776081535,3.5109250974,Very Low,4.3917261130,Very Low,4.0000000000,0.0182681760,315888.8587620233,2.2117928286,16809625.4977076985,17125514.3564697206,0.0006654598,0.0000038734,Very Low,3.8401775301,0.0000001565,1.1894532216,5.0296307517,1.8327269938,Very Low,1.7042906890,Very Low,4.0000000000,0.0204021391,407903840.5845158696,5201.9799937840,39535047952.7582778931,39942951793.3427886963,0.0000000070,0.0000040043,Very Low,0.0583395999,0.0004233184,3217.2197865804,3217.2781261802,17.0524727301,Relatively Low,17.9932135371,Relatively Low,,,,,,,,,,,Insufficient Data,,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000851,0.0000001057,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,November 2021
3,T06007040500,Hawaii,HI,15,Kauai,County,7,15007,40500,6007040500,5943,1030806000.0000000000,459516.6731830848,6.1500338151,19.0467198618,Relatively Moderate,67.4534981234,69.3251533742,18.7719774304,Relatively Low,60.4118835838,72.0858895706,332959.9571449574,167792.7734322688,0.0217301935,165149.4709508616,17.7127618271,33.1217117362,Relatively Moderate,64.7826443794,63.5327635328,0.7680000000,52.5091980000,Relatively Low,23.5125676106,100.0000000000,2.6254599000,,,,,,,,,Not Applicable,,,,,,Not Applicable,,Not Applicable,,0.0699710120,66594737.2848528028,383.9447225607,2917979891.4611377716,2984574628.7459902763,0.0000063169,0.0000000003,Very Low,29.4350693631,0.0000000083,0.0628428106,29.4979121737,1.0184434918,Very Low,1.0330889632,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000021774,0.0000022062,0.0080465986,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,56.0000000000,3.1111111110,0.0000000000,0.0000000000,0.0030589604,No Rating,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,0.0005860614,1030806000.0000000000,5943.0000000000,45166800000.0000000000,46197606000.0000000000,0.0167507621,0.0001397988,Very Low,120075.0000000000,0.0011438300,8693.1080000000,128768.1080000000,20.9111551033,Relatively Moderate,23.9260247408,Relatively Moderate,0.0000000000,0.0000000000,1030806000.0000000000,5943.0000000000,45166800000.0000000000,459516.6731830846,46198065516.6731948853,0.0000180224,0.0000000760,0.0002275779,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000016,0.0000001005,0.0000761839,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,2.0000000000,0.0289855072,1030806000.0000000000,5943.0000000000,45166800000.0000000000,459516.6731830846,46198065516.6731948853,0.0000255348,0.0000003276,0.0002460797,Very Low,762.9385502884,0.0000564393,428.9386307213,3.2776151707,1195.1547961804,4.3095415029,Very Low,5.9417734791,Very Low,0.0000000000,0.0148900000,1030806000.0000000000,5943.0000000000,45166800000.0000000000,46197606000.0000000000,0.0000058883,0.0000028944,Relatively Low,90.3777476786,0.0002561316,1946.6001040973,2036.9778517759,17.2833380202,Relatively Low,14.4752368977,Relatively Low,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,142.0000000000,5.9166666660,40606220.8832914308,293.0385094863,2227092672.0956783295,530.1707312656,2267699423.1497006416,0.0001804370,0.0000114831,0.0042466231,Very Low,43350.6205845832,0.0199094993,151312.1945288390,13.3209920158,194676.1361054380,26.1722849103,Relatively High,24.9423944801,Relatively High,1.0000000000,0.0312500000,1030806000.0000000000,5943.0000000000,45166800000.0000000000,459516.6731830846,46198065516.6731948853,0.0000032387,0.0000018297,0.0000727233,Very Low,104.3268729204,0.0003398069,2582.5325235382,1.0442984855,2687.9036949441,13.4166096589,Relatively Low,15.5570766452,Relatively Low,0.0000000000,0.0001223370,1030806000.0000000000,5943.0000000000,45166800000.0000000000,459516.6731830848,46198065516.6731948853,0.0052856261,0.0000035243,0.0012426410,Very Low,666.5475081608,0.0000025623,19.4736228040,0.0698561550,686.0909871197,6.2836381633,Very Low,7.5500148235,Very Low,9.0000000000,0.0411033970,42337272.9888006300,137.6534442030,1046166175.9429297447,1088503448.9317302704,0.0015593140,0.0000038734,Very Low,2713.5270992744,0.0000219159,166.5606980512,2880.0877973256,15.2190537663,Relatively Moderate,13.5932751503,Relatively Moderate,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0005411070,0.0000037371,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,,,,,,,,,,Insufficient Data,,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000851,0.0000001057,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,November 2021
1,T06069000802,Hawaii,HI,15,Kauai,County,7,15007,40300,6069000802,8385,992658000.0000000000,147860.5647200878,3.6108521589,18.0705830803,Relatively Low,63.0775787404,63.4969325153,18.6199401875,Relatively Low,59.6420077263,70.5521472393,324935.2155714268,98076.5248682368,0.0296790442,225560.7358958097,1297.9548073803,31.6808724993,Relatively Moderate,48.7278745931,51.8518518519,-0.1330000000,52.5091980000,Relatively Low,23.5125676106,100.0000000000,2.6254599000,,,,,,,,,Not Applicable,,,,,,Not Applicable,,Not Applicable,,0.0699710120,202742385.5800542533,1862.6855876887,14156410466.4337959290,14359152852.0138511658,0.0000357579,0.0000000020,Very Low,507.2650077305,0.0000002606,1.9802850905,509.2452928210,2.6321796000,Very Low,2.5538810410,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000021774,0.0000022062,0.0080465986,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0030589604,No Rating,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,0.0005345855,912658000.0000000000,8385.0000000000,63726000000.0000000000,64638658000.0000000000,0.0167507621,0.0001397988,Very Low,22512.2000000000,0.0001541200,1171.3120000000,23683.5120000000,11.8920653303,Relatively Low,13.0147002820,Relatively Low,0.0000000000,0.0000000000,912658000.0000000000,8385.0000000000,63726000000.0000000000,147860.5647200878,64638805860.5647201538,0.0000180224,0.0000000760,0.0002275779,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000016,0.0000001005,0.0000761839,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,2.0000000000,0.0343605913,912658000.0000000000,8385.0000000000,63726000000.0000000000,147860.5647200878,64638805860.5647201538,0.0000255348,0.0000003276,0.0002460797,Very Low,788.9305592758,0.0000968737,736.2401254130,1.3226671624,1526.4933518512,4.6757862953,Very Low,6.1662913066,Very Low,0.0000000000,0.0148900000,912658000.0000000000,8385.0000000000,63726000000.0000000000,64638658000.0000000000,0.0000058883,0.0000028944,Relatively Low,80.0189118426,0.0003613770,2746.4650635800,2826.4839754226,19.2773661946,Relatively Low,15.4429446232,Relatively Low,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,142.0000000000,5.9166666660,59632790.0585851222,418.9266599156,3183842615.3584799767,51591.3125103788,3243526996.7295761108,0.0001804370,0.0000114831,0.0042466231,Very Low,63663.1136805333,0.0284625391,216315.2971586954,1296.2757495066,281274.6865887354,29.5879096062,Relatively High,26.9708819409,Relatively High,1.0000000000,0.0312500000,912658000.0000000000,8385.0000000000,63726000000.0000000000,147860.5647200878,64638805860.5647201538,0.0000032387,0.0000018297,0.0000727233,Very Low,92.3692287258,0.0004794348,3643.7043933928,0.3360282071,3736.4096503256,14.9734902768,Relatively Low,16.6070545485,Relatively Low,0.0000000000,0.0000653310,912658000.0000000000,8385.0000000000,63726000000.0000000000,147860.5647200878,64638805860.5647201538,0.0089662390,0.0000059784,0.0021079463,Very Low,534.6107152638,0.0000032750,24.8896914625,0.0203625042,559.5207692305,5.8706925202,Very Low,6.7469108145,Very Low,7.0000000000,0.0319693090,198555247.5326173902,978.4678896234,7436355961.1380958557,7634911208.6707134247,0.0015593140,0.0000038734,Very Low,9898.0167648649,0.0001211641,920.8471781755,10818.8639430404,23.6580872265,Relatively High,20.2115884136,Relatively Moderate,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0005411070,0.0000037371,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,,,,,,,,,,Insufficient Data,,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000851,0.0000001057,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,November 2021
2,T06061021322,Hawaii,HI,15,Hawaii,County,1,15001,20100,6061021322,5213,409283000.0000000000,30161527.9142542519,97.0642891247,26.0474557835,Relatively High,89.4815710967,87.4233128834,24.6571275391,Relatively Moderate,83.8106105391,87.4233128834,754552.3595077734,510222.1167381129,0.0320334258,243454.0359926557,876.2067770047,33.3455935266,Relatively Moderate,67.0519519602,65.5270655271,0.9080000000,50.7751980000,Relatively Low,9.3859370029,40.0000000000,2.5387599000,,,,,,,,,Not Applicable,,,,,,Not Applicable,,Not Applicable,,0.0579710120,1082842.5920536572,13.7920666932,104819706.8679994941,105902549.4600531608,0.0000313713,0.0000000025,Very Low,1.9692852387,0.0000000020,0.0151413322,1.9844265710,0.4142077200,Very Low,0.4374499910,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000021774,0.0000022062,0.0080465986,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000541,No Rating,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,0.0099874373,409283000.0000000000,5213.0000000000,39618800000.0000000000,40028083000.0000000000,0.0008505842,0.0000116917,Very Low,509627.8000000000,0.0314233600,238817.5360000000,748445.3360000000,37.5977579168,Very High,44.7882310288,Very High,1.0000000000,0.0312500000,409283000.0000000000,5213.0000000000,39618800000.0000000000,30161527.9142542407,40058244527.9142456055,0.0000180224,0.0000000760,0.0002275779,Very Low,230.5075462219,0.0000123856,94.1304164907,214.5030827638,539.1410454765,5.2311349597,Very Low,5.8932581207,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000016,0.0000001005,0.0000761839,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0100000000,409283000.0000000000,5213.0000000000,39618800000.0000000000,30161527.9142542407,40058244527.9142456055,0.0000255348,0.0000003276,0.0002460797,Very Low,104.5094165573,0.0000170798,129.8064434247,74.2213962963,308.5372562783,2.7440512545,Very Low,3.9390063490,Very Low,0.0000000000,0.0148900000,409283000.0000000000,5213.0000000000,39618800000.0000000000,40028083000.0000000000,0.0000058883,0.0000013610,Very Low,35.8846142757,0.0001056430,802.8864714520,838.7710857277,12.8581949229,Relatively Low,11.2121138672,Relatively Low,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0006245044,0.0000038327,0.0003492485,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,1.0000000000,0.0312500000,409283000.0000000000,5213.0000000000,39618800000.0000000000,30161527.9142542407,40058244527.9142456055,0.0000083601,0.0000003102,0.0006212585,Very Low,106.9261414761,0.0000505411,384.1124266061,585.5657605523,1076.6043286345,9.8898625798,Very Low,11.9394659724,Relatively Low,0.0000000000,0.0006781468,409283000.0000000000,5213.0000000000,39618800000.0000000000,30161527.9142542519,40058244527.9142456055,0.0003985575,0.0000002657,0.0000937001,Very Low,110.6212172132,0.0000009395,7.1398535480,1.9165373923,119.6776081535,3.5109250974,Very Low,4.3917261130,Very Low,4.0000000000,0.0182681760,315888.8587620233,2.2117928286,16809625.4977076985,17125514.3564697206,0.0006654598,0.0000038734,Very Low,3.8401775301,0.0000001565,1.1894532216,5.0296307517,1.8327269938,Very Low,1.7042906890,Very Low,4.0000000000,0.0204021391,407903840.5845158696,5201.9799937840,39535047952.7582778931,39942951793.3427886963,0.0000000070,0.0000040043,Very Low,0.0583395999,0.0004233184,3217.2197865804,3217.2781261802,17.0524727301,Relatively Low,17.9932135371,Relatively Low,,,,,,,,,,,Insufficient Data,,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000851,0.0000001057,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,November 2021
3,T06027000800,Hawaii,HI,15,Kauai,County,7,15007,40500,6027000800,5943,1030806000.0000000000,459516.6731830848,6.1500338151,19.0467198618,Relatively Moderate,67.4534981234,69.3251533742,18.7719774304,Relatively Low,60.4118835838,72.0858895706,332959.9571449574,167792.7734322688,0.0217301935,165149.4709508616,17.7127618271,33.1217117362,Relatively Moderate,64.7826443794,63.5327635328,0.7680000000,52.5091980000,Relatively Low,23.5125676106,100.0000000000,2.6254599000,,,,,,,,,Not Applicable,,,,,,Not Applicable,,Not Applicable,,0.0699710120,66594737.2848528028,383.9447225607,2917979891.4611377716,2984574628.7459902763,0.0000063169,0.0000000003,Very Low,29.4350693631,0.0000000083,0.0628428106,29.4979121737,1.0184434918,Very Low,1.0330889632,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000021774,0.0000022062,0.0080465986,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,56.0000000000,3.1111111110,0.0000000000,0.0000000000,0.0030589604,No Rating,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,0.0005860614,1030806000.0000000000,5943.0000000000,45166800000.0000000000,46197606000.0000000000,0.0167507621,0.0001397988,Very Low,120075.0000000000,0.0011438300,8693.1080000000,128768.1080000000,20.9111551033,Relatively Moderate,23.9260247408,Relatively Moderate,0.0000000000,0.0000000000,1030806000.0000000000,5943.0000000000,45166800000.0000000000,459516.6731830846,46198065516.6731948853,0.0000180224,0.0000000760,0.0002275779,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000016,0.0000001005,0.0000761839,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,2.0000000000,0.0289855072,1030806000.0000000000,5943.0000000000,45166800000.0000000000,459516.6731830846,46198065516.6731948853,0.0000255348,0.0000003276,0.0002460797,Very Low,762.9385502884,0.0000564393,428.9386307213,3.2776151707,1195.1547961804,4.3095415029,Very Low,5.9417734791,Very Low,0.0000000000,0.0148900000,1030806000.0000000000,5943.0000000000,45166800000.0000000000,46197606000.0000000000,0.0000058883,0.0000028944,Relatively Low,90.3777476786,0.0002561316,1946.6001040973,2036.9778517759,17.2833380202,Relatively Low,14.4752368977,Relatively Low,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,142.0000000000,5.9166666660,40606220.8832914308,293.0385094863,2227092672.0956783295,530.1707312656,2267699423.1497006416,0.0001804370,0.0000114831,0.0042466231,Very Low,43350.6205845832,0.0199094993,151312.1945288390,13.3209920158,194676.1361054380,26.1722849103,Relatively High,24.9423944801,Relatively High,1.0000000000,0.0312500000,1030806000.0000000000,5943.0000000000,45166800000.0000000000,459516.6731830846,46198065516.6731948853,0.0000032387,0.0000018297,0.0000727233,Very Low,104.3268729204,0.0003398069,2582.5325235382,1.0442984855,2687.9036949441,13.4166096589,Relatively Low,15.5570766452,Relatively Low,0.0000000000,0.0001223370,1030806000.0000000000,5943.0000000000,45166800000.0000000000,459516.6731830848,46198065516.6731948853,0.0052856261,0.0000035243,0.0012426410,Very Low,666.5475081608,0.0000025623,19.4736228040,0.0698561550,686.0909871197,6.2836381633,Very Low,7.5500148235,Very Low,9.0000000000,0.0411033970,42337272.9888006300,137.6534442030,1046166175.9429297447,1088503448.9317302704,0.0015593140,0.0000038734,Very Low,2713.5270992744,0.0000219159,166.5606980512,2880.0877973256,15.2190537663,Relatively Moderate,13.5932751503,Relatively Moderate,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0005411070,0.0000037371,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,,,,,,,,,,Insufficient Data,,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000851,0.0000001057,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,November 2021
4,T15001021010,Hawaii,HI,15,Hawaii,County,1,15001,21010,15001021010,7884,737712000.0000000000,8711454.3090733420,58.4401512286,43.1066279987,Very High,99.4459643383,98.1595092025,42.6674572964,Very High,99.2741170486,99.0797546012,3909779.1321200719,2582125.8111252696,0.1746532017,1327364.3330713348,288.9879234675,31.8903618889,Relatively Moderate,51.0956693021,54.4159544160,-0.0020000000,50.7751980000,Relatively Low,9.3859370029,40.0000000000,2.5387599000,,,,,,,,,Not Applicable,,,,,,Not Applicable,,Not Applicable,,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000478451,0.0000000048,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000021774,0.0000022062,0.0080465986,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000541,No Rating,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,0.0099998852,737712000.0000000000,7884.0000000000,59918400000.0000000000,60656112000.0000000000,0.0008505842,0.0000116917,Very Low,2580741.3999999999,0.1736765400,1319941.7039999999,3900683.1039999998,65.1861714882,Very High,74.2640163391,Very High,1.0000000000,0.0312500000,737712000.0000000000,7884.0000000000,59918400000.0000000000,8711454.3090733420,60664823454.3090744019,0.0000180224,0.0000000760,0.0002275779,Very Low,415.4782459486,0.0000187316,142.3602922696,61.9542156517,619.7927538699,5.4799587665,Very Low,5.9041560145,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000016,0.0000001005,0.0000761839,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0269344664,737712000.0000000000,7884.0000000000,59918400000.0000000000,8711454.3090733420,60664823454.3090744019,0.0000255348,0.0000003276,0.0002460797,Very Low,473.5051910310,0.0000651127,494.8567057547,57.2461948490,1025.6080916347,4.0952789981,Very Low,5.6221049906,Very Low,0.0000000000,0.0148900000,737712000.0000000000,7884.0000000000,59918400000.0000000000,60656112000.0000000000,0.0000058883,0.0000013610,Very Low,64.6802104328,0.0001597715,1214.2637523360,1278.9439627688,14.7995789625,Relatively Low,12.3417814165,Relatively Low,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0006245044,0.0000038327,0.0003492485,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,1.0000000000,0.0312500000,737712000.0000000000,7884.0000000000,59918400000.0000000000,8711454.3090733420,60664823454.3090744019,0.0000083601,0.0000003102,0.0006212585,Very Low,192.7289862509,0.0000764370,580.9212298706,169.1270211135,942.7772372349,9.4618177655,Very Low,10.9242145239,Very Low,1.0000000000,0.0004673635,737712000.0000000000,7884.0000000000,59918400000.0000000000,8711454.3090733420,60664823454.3090744019,0.0006900376,0.0000004601,0.0001622266,Very Low,237.9109428670,0.0000016953,12.8843062101,0.6604918534,251.4557409305,4.4968090785,Very Low,5.3796416501,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0006654598,0.0000038734,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,4.0000000000,0.0207448000,737708710.8628113270,7883.9591351862,59918089427.4153671265,60655798138.2781677246,0.0000000070,0.0000040043,Very Low,0.1075487398,0.0006549135,4977.3427848938,4977.4503336337,19.7224171343,Relatively Low,19.9022650650,Relatively Low,,,,,,,,,,,Insufficient Data,,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000851,0.0000001057,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,November 2021
5,T15001021101,Hawaii,HI,15,Hawaii,County,1,15001,21101,15001021101,3531,365469000.0000000000,1115552.9463470120,41.0551206444,39.6369371498,Very High,99.0514029613,96.6257668712,35.4631324234,Relatively High,97.7453635601,94.4785276074,2244880.4514211570,1569603.2441089998,0.0888473124,675239.5743199890,37.6329921689,35.2805718581,Relatively High,83.0000273575,82.3361823362,2.1180000000,50.7751980000,Relatively Low,9.3859370029,40.0000000000,2.5387599000,,,,,,,,,Not Applicable,,,,,,Not Applicable,,Not Applicable,,0.0679710120,53358423.6905883327,515.5255139327,3917993905.8884677887,3971352329.5790557861,0.0000009778,0.0000000001,Very Low,3.5462107144,0.0000000023,0.0178004814,3.5640111958,0.5034846073,Very Low,0.5625920420,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000021774,0.0000022062,0.0080465986,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000541,No Rating,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,0.0099998512,365469000.0000000000,3531.0000000000,26835600000.0000000000,27201069000.0000000000,0.0008505842,0.0000116917,Very Low,1549795.8000000000,0.0875910700,665692.1319999999,2215487.9320000000,53.9839983966,Very High,68.0399795668,Very High,1.0000000000,0.0312500000,365469000.0000000000,3531.0000000000,26835600000.0000000000,1115552.9463470120,27202184552.9463424683,0.0000180224,0.0000000760,0.0002275779,Very Low,205.8315698678,0.0000083893,63.7587762572,7.9336015953,277.5239477203,4.1923926160,Very Low,4.9971070139,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000016,0.0000001005,0.0000761839,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0289855072,365469000.0000000000,3531.0000000000,26835600000.0000000000,1115552.9463470120,27202184552.9463424683,0.0000255348,0.0000003276,0.0002460797,Very Low,270.4974447523,0.0000335331,254.8514731746,7.9569545004,533.3058724274,3.2931774779,Very Low,5.0015747332,Very Low,0.0000000000,0.0148900000,365469000.0000000000,3531.0000000000,26835600000.0000000000,27201069000.0000000000,0.0000058883,0.0000013610,Very Low,32.0431439731,0.0000715567,543.8312163240,575.8743602971,11.3433526973,Very Low,10.4651653429,Relatively Low,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,142.0000000000,5.9166666660,4828130.5279219840,35.1384012388,267051849.4150594473,0.0000000000,271879979.9429814219,0.0006245044,0.0000038327,0.0003492485,Very Low,17839.8663537918,0.0007968309,6055.9146131274,0.0000000000,23895.7809669192,13.0070200492,Relatively Moderate,13.6546608024,Relatively Moderate,1.0000000000,0.0312500000,365469000.0000000000,3531.0000000000,26835600000.0000000000,1115552.9463470120,27202184552.9463424683,0.0000083601,0.0000003102,0.0006212585,Very Low,95.4796314509,0.0000342338,260.1766695466,21.6577094941,377.3140104915,6.9727783560,Very Low,8.9063071715,Very Low,0.0000000000,0.0003634330,365469000.0000000000,3531.0000000000,26835600000.0000000000,1115552.9463470120,27202184552.9463424683,0.0008889061,0.0000005927,0.0002089802,Very Low,118.0676167774,0.0000007606,5.7804922284,0.0847265791,123.9328355849,3.5520526364,Very Low,4.7010550308,Very Low,13.0000000000,0.0593715740,31437177.7921413518,196.0173546829,1489731895.5901708603,1521169073.3823122978,0.0006654598,0.0000038734,Very Low,1242.0638448472,0.0000450783,342.5948426489,1584.6586874961,12.4708959075,Relatively Moderate,12.2698912376,Relatively Moderate,3.0000000000,0.0188028000,365467633.7354047298,3530.9854379618,26835489328.5099411011,27200956962.2453422546,0.0000000070,0.0000040043,Very Low,0.0482928249,0.0002658574,2020.5164362008,2020.5647290257,14.6032241308,Relatively Low,16.3029908639,Relatively Low,,,,,,,,,,,Insufficient Data,,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000851,0.0000001057,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,November 2021
6,T15007040603,Hawaii,HI,15,Kauai,County,7,15007,40603,15007040603,2544,509507000.0000000000,3763051.3782403329,15.9289735326,23.8613675670,Relatively Moderate,84.6148558545,84.9693251534,22.2413255033,Relatively Moderate,75.9028856597,83.7423312883,553788.5026946985,159866.0053362669,0.0465200191,353552.1448416797,40370.3525167520,35.0215086434,Relatively Moderate,81.3161710393,79.7720797721,1.9560000000,52.5091980000,Relatively Low,23.5125676106,100.0000000000,2.6254599000,,,,,,,,,Not Applicable,,,,,,Not Applicable,,Not Applicable,,0.0699710120,59268365.9828897715,295.9306212878,2249072721.7871074677,2308341087.7699966431,0.0000020063,0.0000000001,Very Low,8.3203647759,0.0000000014,0.0109218690,8.3312866448,0.6682062552,Very Low,0.7166933897,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000021774,0.0000022062,0.0080465986,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,119.0000000000,6.6111111110,1994468.3763317089,1994468.3763317089,0.0030589604,Relatively Moderate,40334.3876510453,40334.3876510453,9.3173396900,Relatively Moderate,10.0118819196,Relatively Moderate,,0.0006288023,509507000.0000000000,2544.0000000000,19334400000.0000000000,19843907000.0000000000,0.0167507621,0.0001397988,Very Low,29888.8000000000,0.0002046000,1554.9600000000,31443.7600000000,13.0703357152,Relatively Low,15.8125293377,Relatively Low,0.0000000000,0.0000000000,509507000.0000000000,2544.0000000000,19334400000.0000000000,3763051.3782403329,19847670051.3782386780,0.0000180224,0.0000000760,0.0002275779,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000016,0.0000001005,0.0000761839,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,2.0000000000,0.0289855072,509500026.7867159247,2543.9789504995,19334240023.7962799072,3763051.3782403329,19847503101.9612274170,0.0000255348,0.0000003276,0.0002460797,Very Low,377.1002611632,0.0000241596,183.6127961654,26.8408852286,587.5539425572,3.4012529352,Very Low,4.9584510525,Very Low,0.0000000000,0.0148900000,509507000.0000000000,2544.0000000000,19334400000.0000000000,19843907000.0000000000,0.0000058883,0.0000028944,Relatively Low,44.6719315627,0.0001096414,833.2745523849,877.9464839477,13.0553404852,Relatively Low,11.5613443431,Relatively Low,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,142.0000000000,5.9166666660,119566421.2469792366,677.5008183296,5149006219.3049850464,0.0000000000,5268572640.5519647598,0.0001804370,0.0000114831,0.0042466231,Very Low,127647.4010480262,0.0460304759,349831.6169989206,0.0000000000,477479.0180469467,35.2957296359,Relatively High,35.5664685650,Very High,1.0000000000,0.0312500000,509507000.0000000000,2544.0000000000,19334400000.0000000000,3763051.3782403329,19847670051.3782386780,0.0000032387,0.0000018297,0.0000727233,Very Low,51.5667080334,0.0001454600,1105.4960019992,8.5519178837,1165.6146279163,10.1552327033,Very Low,12.4507973241,Relatively Low,0.0000000000,0.0002990171,509507000.0000000000,2544.0000000000,19334400000.0000000000,3763051.3782403329,19847670051.3782386780,0.0021625099,0.0000014419,0.0005084021,Very Low,329.4612383326,0.0000010968,8.3360081463,0.5720625944,338.3693090733,4.9645617720,Very Low,6.3071150891,Very Low,3.0000000000,0.0137011320,71084897.0818793178,86.3741073938,656443216.1930950880,727528113.2749742270,0.0015593140,0.0000038734,Relatively Low,1518.6837843730,0.0000045839,34.8375621943,1553.5213465673,12.3886737842,Relatively Moderate,11.6999323670,Relatively Moderate,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0005411070,0.0000037371,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,,,,,,,,,,Insufficient Data,,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000851,0.0000001057,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,November 2021

1 OID_ NRI_ID STATE STATEABBRV STATEFIPS COUNTY COUNTYTYPE COUNTYFIPS STCOFIPS TRACT TRACTFIPS POPULATION BUILDVALUE AGRIVALUE AREA RISK_SCORE RISK_RATNG RISK_NPCTL RISK_SPCTL EAL_SCORE EAL_RATNG EAL_NPCTL EAL_SPCTL EAL_VALT EAL_VALB EAL_VALP EAL_VALPE EAL_VALA SOVI_SCORE SOVI_RATNG SOVI_NPCTL SOVI_SPCTL SOVI_VALUE RESL_SCORE RESL_RATNG RESL_NPCTL RESL_SPCTL RESL_VALUE AVLN_EVNTS AVLN_AFREQ AVLN_EXPB AVLN_EXPP AVLN_EXPPE AVLN_EXPT AVLN_HLRB AVLN_HLRP AVLN_HLRR AVLN_EALB AVLN_EALP AVLN_EALPE AVLN_EALT AVLN_EALS AVLN_EALR AVLN_RISKS AVLN_RISKR CFLD_EVNTS CFLD_AFREQ CFLD_EXPB CFLD_EXPP CFLD_EXPPE CFLD_EXPT CFLD_HLRB CFLD_HLRP CFLD_HLRR CFLD_EALB CFLD_EALP CFLD_EALPE CFLD_EALT CFLD_EALS CFLD_EALR CFLD_RISKS CFLD_RISKR CWAV_EVNTS CWAV_AFREQ CWAV_EXPB CWAV_EXPP CWAV_EXPPE CWAV_EXPA CWAV_EXPT CWAV_HLRB CWAV_HLRP CWAV_HLRA CWAV_HLRR CWAV_EALB CWAV_EALP CWAV_EALPE CWAV_EALA CWAV_EALT CWAV_EALS CWAV_EALR CWAV_RISKS CWAV_RISKR DRGT_EVNTS DRGT_AFREQ DRGT_EXPA DRGT_EXPT DRGT_HLRA DRGT_HLRR DRGT_EALA DRGT_EALT DRGT_EALS DRGT_EALR DRGT_RISKS DRGT_RISKR ERQK_EVNTS ERQK_AFREQ ERQK_EXPB ERQK_EXPP ERQK_EXPPE ERQK_EXPT ERQK_HLRB ERQK_HLRP ERQK_HLRR ERQK_EALB ERQK_EALP ERQK_EALPE ERQK_EALT ERQK_EALS ERQK_EALR ERQK_RISKS ERQK_RISKR HAIL_EVNTS HAIL_AFREQ HAIL_EXPB HAIL_EXPP HAIL_EXPPE HAIL_EXPA HAIL_EXPT HAIL_HLRB HAIL_HLRP HAIL_HLRA HAIL_HLRR HAIL_EALB HAIL_EALP HAIL_EALPE HAIL_EALA HAIL_EALT HAIL_EALS HAIL_EALR HAIL_RISKS HAIL_RISKR HWAV_EVNTS HWAV_AFREQ HWAV_EXPB HWAV_EXPP HWAV_EXPPE HWAV_EXPA HWAV_EXPT HWAV_HLRB HWAV_HLRP HWAV_HLRA HWAV_HLRR HWAV_EALB HWAV_EALP HWAV_EALPE HWAV_EALA HWAV_EALT HWAV_EALS HWAV_EALR HWAV_RISKS HWAV_RISKR HRCN_EVNTS HRCN_AFREQ HRCN_EXPB HRCN_EXPP HRCN_EXPPE HRCN_EXPA HRCN_EXPT HRCN_HLRB HRCN_HLRP HRCN_HLRA HRCN_HLRR HRCN_EALB HRCN_EALP HRCN_EALPE HRCN_EALA HRCN_EALT HRCN_EALS HRCN_EALR HRCN_RISKS HRCN_RISKR ISTM_EVNTS ISTM_AFREQ ISTM_EXPB ISTM_EXPP ISTM_EXPPE ISTM_EXPT ISTM_HLRB ISTM_HLRP ISTM_HLRR ISTM_EALB ISTM_EALP ISTM_EALPE ISTM_EALT ISTM_EALS ISTM_EALR ISTM_RISKS ISTM_RISKR LNDS_EVNTS LNDS_AFREQ LNDS_EXPB LNDS_EXPP LNDS_EXPPE LNDS_EXPT LNDS_HLRB LNDS_HLRP LNDS_HLRR LNDS_EALB LNDS_EALP LNDS_EALPE LNDS_EALT LNDS_EALS LNDS_EALR LNDS_RISKS LNDS_RISKR LTNG_EVNTS LTNG_AFREQ LTNG_EXPB LTNG_EXPP LTNG_EXPPE LTNG_EXPT LTNG_HLRB LTNG_HLRP LTNG_HLRR LTNG_EALB LTNG_EALP LTNG_EALPE LTNG_EALT LTNG_EALS LTNG_EALR LTNG_RISKS LTNG_RISKR RFLD_EVNTS RFLD_AFREQ RFLD_EXPB RFLD_EXPP RFLD_EXPPE RFLD_EXPA RFLD_EXPT RFLD_HLRB RFLD_HLRP RFLD_HLRA RFLD_HLRR RFLD_EALB RFLD_EALP RFLD_EALPE RFLD_EALA RFLD_EALT RFLD_EALS RFLD_EALR RFLD_RISKS RFLD_RISKR SWND_EVNTS SWND_AFREQ SWND_EXPB SWND_EXPP SWND_EXPPE SWND_EXPA SWND_EXPT SWND_HLRB SWND_HLRP SWND_HLRA SWND_HLRR SWND_EALB SWND_EALP SWND_EALPE SWND_EALA SWND_EALT SWND_EALS SWND_EALR SWND_RISKS SWND_RISKR TRND_EVNTS TRND_AFREQ TRND_EXPB TRND_EXPP TRND_EXPPE TRND_EXPA TRND_EXPT TRND_HLRB TRND_HLRP TRND_HLRA TRND_HLRR TRND_EALB TRND_EALP TRND_EALPE TRND_EALA TRND_EALT TRND_EALS TRND_EALR TRND_RISKS TRND_RISKR TSUN_EVNTS TSUN_AFREQ TSUN_EXPB TSUN_EXPP TSUN_EXPPE TSUN_EXPT TSUN_HLRB TSUN_HLRP TSUN_HLRR TSUN_EALB TSUN_EALP TSUN_EALPE TSUN_EALT TSUN_EALS TSUN_EALR TSUN_RISKS TSUN_RISKR VLCN_EVNTS VLCN_AFREQ VLCN_EXPB VLCN_EXPP VLCN_EXPPE VLCN_EXPT VLCN_HLRB VLCN_HLRP VLCN_HLRR VLCN_EALB VLCN_EALP VLCN_EALPE VLCN_EALT VLCN_EALS VLCN_EALR VLCN_RISKS VLCN_RISKR WFIR_EVNTS WFIR_AFREQ WFIR_EXPB WFIR_EXPP WFIR_EXPPE WFIR_EXPA WFIR_EXPT WFIR_HLRB WFIR_HLRP WFIR_HLRA WFIR_HLRR WFIR_EALB WFIR_EALP WFIR_EALPE WFIR_EALA WFIR_EALT WFIR_EALS WFIR_EALR WFIR_RISKS WFIR_RISKR WNTW_EVNTS WNTW_AFREQ WNTW_EXPB WNTW_EXPP WNTW_EXPPE WNTW_EXPA WNTW_EXPT WNTW_HLRB WNTW_HLRP WNTW_HLRA WNTW_HLRR WNTW_EALB WNTW_EALP WNTW_EALPE WNTW_EALA WNTW_EALT WNTW_EALS WNTW_EALR WNTW_RISKS WNTW_RISKR NRI_VER
2 1 T06001020100 T06069000802 Hawaii HI 15 Kauai County 7 15007 40300 6001020100 6069000802 8385 992658000.0000000000 147860.5647200878 3.6108521589 18.0705830803 Relatively Low 63.0775787404 63.4969325153 18.6199401875 Relatively Low 59.6420077263 70.5521472393 324935.2155714268 98076.5248682368 0.0296790442 225560.7358958097 1297.9548073803 31.6808724993 Relatively Moderate 48.7278745931 51.8518518519 -0.1330000000 52.5091980000 Relatively Low 23.5125676106 100.0000000000 2.6254599000 Not Applicable Not Applicable Not Applicable 0.0699710120 202742385.5800542533 1862.6855876887 14156410466.4337959290 14359152852.0138511658 0.0000357579 0.0000000020 Very Low 507.2650077305 0.0000002606 1.9802850905 509.2452928210 2.6321796000 Very Low 2.5538810410 Very Low 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000021774 0.0000022062 0.0080465986 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0030589604 No Rating 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0005345855 912658000.0000000000 8385.0000000000 63726000000.0000000000 64638658000.0000000000 0.0167507621 0.0001397988 Very Low 22512.2000000000 0.0001541200 1171.3120000000 23683.5120000000 11.8920653303 Relatively Low 13.0147002820 Relatively Low 0.0000000000 0.0000000000 912658000.0000000000 8385.0000000000 63726000000.0000000000 147860.5647200878 64638805860.5647201538 0.0000180224 0.0000000760 0.0002275779 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000016 0.0000001005 0.0000761839 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 2.0000000000 0.0343605913 912658000.0000000000 8385.0000000000 63726000000.0000000000 147860.5647200878 64638805860.5647201538 0.0000255348 0.0000003276 0.0002460797 Very Low 788.9305592758 0.0000968737 736.2401254130 1.3226671624 1526.4933518512 4.6757862953 Very Low 6.1662913066 Very Low 0.0000000000 0.0148900000 912658000.0000000000 8385.0000000000 63726000000.0000000000 64638658000.0000000000 0.0000058883 0.0000028944 Relatively Low 80.0189118426 0.0003613770 2746.4650635800 2826.4839754226 19.2773661946 Relatively Low 15.4429446232 Relatively Low Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data 142.0000000000 5.9166666660 59632790.0585851222 418.9266599156 3183842615.3584799767 51591.3125103788 3243526996.7295761108 0.0001804370 0.0000114831 0.0042466231 Very Low 63663.1136805333 0.0284625391 216315.2971586954 1296.2757495066 281274.6865887354 29.5879096062 Relatively High 26.9708819409 Relatively High 1.0000000000 0.0312500000 912658000.0000000000 8385.0000000000 63726000000.0000000000 147860.5647200878 64638805860.5647201538 0.0000032387 0.0000018297 0.0000727233 Very Low 92.3692287258 0.0004794348 3643.7043933928 0.3360282071 3736.4096503256 14.9734902768 Relatively Low 16.6070545485 Relatively Low 0.0000000000 0.0000653310 912658000.0000000000 8385.0000000000 63726000000.0000000000 147860.5647200878 64638805860.5647201538 0.0089662390 0.0000059784 0.0021079463 Very Low 534.6107152638 0.0000032750 24.8896914625 0.0203625042 559.5207692305 5.8706925202 Very Low 6.7469108145 Very Low 7.0000000000 0.0319693090 198555247.5326173902 978.4678896234 7436355961.1380958557 7634911208.6707134247 0.0015593140 0.0000038734 Very Low 9898.0167648649 0.0001211641 920.8471781755 10818.8639430404 23.6580872265 Relatively High 20.2115884136 Relatively Moderate 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0005411070 0.0000037371 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating Insufficient Data Insufficient Data Insufficient Data 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000851 0.0000001057 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating November 2021
3 2 T06007040300 T06061021322 Hawaii HI 15 Hawaii County 1 15001 20100 6007040300 6061021322 5213 409283000.0000000000 30161527.9142542519 97.0642891247 26.0474557835 Relatively High 89.4815710967 87.4233128834 24.6571275391 Relatively Moderate 83.8106105391 87.4233128834 754552.3595077734 510222.1167381129 0.0320334258 243454.0359926557 876.2067770047 33.3455935266 Relatively Moderate 67.0519519602 65.5270655271 0.9080000000 50.7751980000 Relatively Low 9.3859370029 40.0000000000 2.5387599000 Not Applicable Not Applicable Not Applicable 0.0579710120 1082842.5920536572 13.7920666932 104819706.8679994941 105902549.4600531608 0.0000313713 0.0000000025 Very Low 1.9692852387 0.0000000020 0.0151413322 1.9844265710 0.4142077200 Very Low 0.4374499910 Very Low 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000021774 0.0000022062 0.0080465986 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000541 No Rating 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0099874373 409283000.0000000000 5213.0000000000 39618800000.0000000000 40028083000.0000000000 0.0008505842 0.0000116917 Very Low 509627.8000000000 0.0314233600 238817.5360000000 748445.3360000000 37.5977579168 Very High 44.7882310288 Very High 1.0000000000 0.0312500000 409283000.0000000000 5213.0000000000 39618800000.0000000000 30161527.9142542407 40058244527.9142456055 0.0000180224 0.0000000760 0.0002275779 Very Low 230.5075462219 0.0000123856 94.1304164907 214.5030827638 539.1410454765 5.2311349597 Very Low 5.8932581207 Very Low 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000016 0.0000001005 0.0000761839 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0100000000 409283000.0000000000 5213.0000000000 39618800000.0000000000 30161527.9142542407 40058244527.9142456055 0.0000255348 0.0000003276 0.0002460797 Very Low 104.5094165573 0.0000170798 129.8064434247 74.2213962963 308.5372562783 2.7440512545 Very Low 3.9390063490 Very Low 0.0000000000 0.0148900000 409283000.0000000000 5213.0000000000 39618800000.0000000000 40028083000.0000000000 0.0000058883 0.0000013610 Very Low 35.8846142757 0.0001056430 802.8864714520 838.7710857277 12.8581949229 Relatively Low 11.2121138672 Relatively Low Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0006245044 0.0000038327 0.0003492485 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 1.0000000000 0.0312500000 409283000.0000000000 5213.0000000000 39618800000.0000000000 30161527.9142542407 40058244527.9142456055 0.0000083601 0.0000003102 0.0006212585 Very Low 106.9261414761 0.0000505411 384.1124266061 585.5657605523 1076.6043286345 9.8898625798 Very Low 11.9394659724 Relatively Low 0.0000000000 0.0006781468 409283000.0000000000 5213.0000000000 39618800000.0000000000 30161527.9142542519 40058244527.9142456055 0.0003985575 0.0000002657 0.0000937001 Very Low 110.6212172132 0.0000009395 7.1398535480 1.9165373923 119.6776081535 3.5109250974 Very Low 4.3917261130 Very Low 4.0000000000 0.0182681760 315888.8587620233 2.2117928286 16809625.4977076985 17125514.3564697206 0.0006654598 0.0000038734 Very Low 3.8401775301 0.0000001565 1.1894532216 5.0296307517 1.8327269938 Very Low 1.7042906890 Very Low 4.0000000000 0.0204021391 407903840.5845158696 5201.9799937840 39535047952.7582778931 39942951793.3427886963 0.0000000070 0.0000040043 Very Low 0.0583395999 0.0004233184 3217.2197865804 3217.2781261802 17.0524727301 Relatively Low 17.9932135371 Relatively Low Insufficient Data Insufficient Data Insufficient Data 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000851 0.0000001057 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating November 2021
4 3 T06007040500 T06027000800 Hawaii HI 15 Kauai County 7 15007 40500 6007040500 6027000800 5943 1030806000.0000000000 459516.6731830848 6.1500338151 19.0467198618 Relatively Moderate 67.4534981234 69.3251533742 18.7719774304 Relatively Low 60.4118835838 72.0858895706 332959.9571449574 167792.7734322688 0.0217301935 165149.4709508616 17.7127618271 33.1217117362 Relatively Moderate 64.7826443794 63.5327635328 0.7680000000 52.5091980000 Relatively Low 23.5125676106 100.0000000000 2.6254599000 Not Applicable Not Applicable Not Applicable 0.0699710120 66594737.2848528028 383.9447225607 2917979891.4611377716 2984574628.7459902763 0.0000063169 0.0000000003 Very Low 29.4350693631 0.0000000083 0.0628428106 29.4979121737 1.0184434918 Very Low 1.0330889632 Very Low 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000021774 0.0000022062 0.0080465986 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 56.0000000000 3.1111111110 0.0000000000 0.0000000000 0.0030589604 No Rating 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0005860614 1030806000.0000000000 5943.0000000000 45166800000.0000000000 46197606000.0000000000 0.0167507621 0.0001397988 Very Low 120075.0000000000 0.0011438300 8693.1080000000 128768.1080000000 20.9111551033 Relatively Moderate 23.9260247408 Relatively Moderate 0.0000000000 0.0000000000 1030806000.0000000000 5943.0000000000 45166800000.0000000000 459516.6731830846 46198065516.6731948853 0.0000180224 0.0000000760 0.0002275779 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000016 0.0000001005 0.0000761839 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 2.0000000000 0.0289855072 1030806000.0000000000 5943.0000000000 45166800000.0000000000 459516.6731830846 46198065516.6731948853 0.0000255348 0.0000003276 0.0002460797 Very Low 762.9385502884 0.0000564393 428.9386307213 3.2776151707 1195.1547961804 4.3095415029 Very Low 5.9417734791 Very Low 0.0000000000 0.0148900000 1030806000.0000000000 5943.0000000000 45166800000.0000000000 46197606000.0000000000 0.0000058883 0.0000028944 Relatively Low 90.3777476786 0.0002561316 1946.6001040973 2036.9778517759 17.2833380202 Relatively Low 14.4752368977 Relatively Low Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data 142.0000000000 5.9166666660 40606220.8832914308 293.0385094863 2227092672.0956783295 530.1707312656 2267699423.1497006416 0.0001804370 0.0000114831 0.0042466231 Very Low 43350.6205845832 0.0199094993 151312.1945288390 13.3209920158 194676.1361054380 26.1722849103 Relatively High 24.9423944801 Relatively High 1.0000000000 0.0312500000 1030806000.0000000000 5943.0000000000 45166800000.0000000000 459516.6731830846 46198065516.6731948853 0.0000032387 0.0000018297 0.0000727233 Very Low 104.3268729204 0.0003398069 2582.5325235382 1.0442984855 2687.9036949441 13.4166096589 Relatively Low 15.5570766452 Relatively Low 0.0000000000 0.0001223370 1030806000.0000000000 5943.0000000000 45166800000.0000000000 459516.6731830848 46198065516.6731948853 0.0052856261 0.0000035243 0.0012426410 Very Low 666.5475081608 0.0000025623 19.4736228040 0.0698561550 686.0909871197 6.2836381633 Very Low 7.5500148235 Very Low 9.0000000000 0.0411033970 42337272.9888006300 137.6534442030 1046166175.9429297447 1088503448.9317302704 0.0015593140 0.0000038734 Very Low 2713.5270992744 0.0000219159 166.5606980512 2880.0877973256 15.2190537663 Relatively Moderate 13.5932751503 Relatively Moderate 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0005411070 0.0000037371 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating Insufficient Data Insufficient Data Insufficient Data 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000851 0.0000001057 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating November 2021
5 4 T15001021010 Hawaii HI 15 Hawaii County 1 15001 21010 15001021010 7884 737712000.0000000000 8711454.3090733420 58.4401512286 43.1066279987 Very High 99.4459643383 98.1595092025 42.6674572964 Very High 99.2741170486 99.0797546012 3909779.1321200719 2582125.8111252696 0.1746532017 1327364.3330713348 288.9879234675 31.8903618889 Relatively Moderate 51.0956693021 54.4159544160 -0.0020000000 50.7751980000 Relatively Low 9.3859370029 40.0000000000 2.5387599000 Not Applicable Not Applicable Not Applicable 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000478451 0.0000000048 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000021774 0.0000022062 0.0080465986 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000541 No Rating 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0099998852 737712000.0000000000 7884.0000000000 59918400000.0000000000 60656112000.0000000000 0.0008505842 0.0000116917 Very Low 2580741.3999999999 0.1736765400 1319941.7039999999 3900683.1039999998 65.1861714882 Very High 74.2640163391 Very High 1.0000000000 0.0312500000 737712000.0000000000 7884.0000000000 59918400000.0000000000 8711454.3090733420 60664823454.3090744019 0.0000180224 0.0000000760 0.0002275779 Very Low 415.4782459486 0.0000187316 142.3602922696 61.9542156517 619.7927538699 5.4799587665 Very Low 5.9041560145 Very Low 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000016 0.0000001005 0.0000761839 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0269344664 737712000.0000000000 7884.0000000000 59918400000.0000000000 8711454.3090733420 60664823454.3090744019 0.0000255348 0.0000003276 0.0002460797 Very Low 473.5051910310 0.0000651127 494.8567057547 57.2461948490 1025.6080916347 4.0952789981 Very Low 5.6221049906 Very Low 0.0000000000 0.0148900000 737712000.0000000000 7884.0000000000 59918400000.0000000000 60656112000.0000000000 0.0000058883 0.0000013610 Very Low 64.6802104328 0.0001597715 1214.2637523360 1278.9439627688 14.7995789625 Relatively Low 12.3417814165 Relatively Low Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0006245044 0.0000038327 0.0003492485 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 1.0000000000 0.0312500000 737712000.0000000000 7884.0000000000 59918400000.0000000000 8711454.3090733420 60664823454.3090744019 0.0000083601 0.0000003102 0.0006212585 Very Low 192.7289862509 0.0000764370 580.9212298706 169.1270211135 942.7772372349 9.4618177655 Very Low 10.9242145239 Very Low 1.0000000000 0.0004673635 737712000.0000000000 7884.0000000000 59918400000.0000000000 8711454.3090733420 60664823454.3090744019 0.0006900376 0.0000004601 0.0001622266 Very Low 237.9109428670 0.0000016953 12.8843062101 0.6604918534 251.4557409305 4.4968090785 Very Low 5.3796416501 Very Low 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0006654598 0.0000038734 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 4.0000000000 0.0207448000 737708710.8628113270 7883.9591351862 59918089427.4153671265 60655798138.2781677246 0.0000000070 0.0000040043 Very Low 0.1075487398 0.0006549135 4977.3427848938 4977.4503336337 19.7224171343 Relatively Low 19.9022650650 Relatively Low Insufficient Data Insufficient Data Insufficient Data 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000851 0.0000001057 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating November 2021
6 5 T15001021101 Hawaii HI 15 Hawaii County 1 15001 21101 15001021101 3531 365469000.0000000000 1115552.9463470120 41.0551206444 39.6369371498 Very High 99.0514029613 96.6257668712 35.4631324234 Relatively High 97.7453635601 94.4785276074 2244880.4514211570 1569603.2441089998 0.0888473124 675239.5743199890 37.6329921689 35.2805718581 Relatively High 83.0000273575 82.3361823362 2.1180000000 50.7751980000 Relatively Low 9.3859370029 40.0000000000 2.5387599000 Not Applicable Not Applicable Not Applicable 0.0679710120 53358423.6905883327 515.5255139327 3917993905.8884677887 3971352329.5790557861 0.0000009778 0.0000000001 Very Low 3.5462107144 0.0000000023 0.0178004814 3.5640111958 0.5034846073 Very Low 0.5625920420 Very Low 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000021774 0.0000022062 0.0080465986 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000541 No Rating 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0099998512 365469000.0000000000 3531.0000000000 26835600000.0000000000 27201069000.0000000000 0.0008505842 0.0000116917 Very Low 1549795.8000000000 0.0875910700 665692.1319999999 2215487.9320000000 53.9839983966 Very High 68.0399795668 Very High 1.0000000000 0.0312500000 365469000.0000000000 3531.0000000000 26835600000.0000000000 1115552.9463470120 27202184552.9463424683 0.0000180224 0.0000000760 0.0002275779 Very Low 205.8315698678 0.0000083893 63.7587762572 7.9336015953 277.5239477203 4.1923926160 Very Low 4.9971070139 Very Low 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000016 0.0000001005 0.0000761839 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0289855072 365469000.0000000000 3531.0000000000 26835600000.0000000000 1115552.9463470120 27202184552.9463424683 0.0000255348 0.0000003276 0.0002460797 Very Low 270.4974447523 0.0000335331 254.8514731746 7.9569545004 533.3058724274 3.2931774779 Very Low 5.0015747332 Very Low 0.0000000000 0.0148900000 365469000.0000000000 3531.0000000000 26835600000.0000000000 27201069000.0000000000 0.0000058883 0.0000013610 Very Low 32.0431439731 0.0000715567 543.8312163240 575.8743602971 11.3433526973 Very Low 10.4651653429 Relatively Low Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data 142.0000000000 5.9166666660 4828130.5279219840 35.1384012388 267051849.4150594473 0.0000000000 271879979.9429814219 0.0006245044 0.0000038327 0.0003492485 Very Low 17839.8663537918 0.0007968309 6055.9146131274 0.0000000000 23895.7809669192 13.0070200492 Relatively Moderate 13.6546608024 Relatively Moderate 1.0000000000 0.0312500000 365469000.0000000000 3531.0000000000 26835600000.0000000000 1115552.9463470120 27202184552.9463424683 0.0000083601 0.0000003102 0.0006212585 Very Low 95.4796314509 0.0000342338 260.1766695466 21.6577094941 377.3140104915 6.9727783560 Very Low 8.9063071715 Very Low 0.0000000000 0.0003634330 365469000.0000000000 3531.0000000000 26835600000.0000000000 1115552.9463470120 27202184552.9463424683 0.0008889061 0.0000005927 0.0002089802 Very Low 118.0676167774 0.0000007606 5.7804922284 0.0847265791 123.9328355849 3.5520526364 Very Low 4.7010550308 Very Low 13.0000000000 0.0593715740 31437177.7921413518 196.0173546829 1489731895.5901708603 1521169073.3823122978 0.0006654598 0.0000038734 Very Low 1242.0638448472 0.0000450783 342.5948426489 1584.6586874961 12.4708959075 Relatively Moderate 12.2698912376 Relatively Moderate 3.0000000000 0.0188028000 365467633.7354047298 3530.9854379618 26835489328.5099411011 27200956962.2453422546 0.0000000070 0.0000040043 Very Low 0.0482928249 0.0002658574 2020.5164362008 2020.5647290257 14.6032241308 Relatively Low 16.3029908639 Relatively Low Insufficient Data Insufficient Data Insufficient Data 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000851 0.0000001057 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating November 2021
7 6 T15007040603 Hawaii HI 15 Kauai County 7 15007 40603 15007040603 2544 509507000.0000000000 3763051.3782403329 15.9289735326 23.8613675670 Relatively Moderate 84.6148558545 84.9693251534 22.2413255033 Relatively Moderate 75.9028856597 83.7423312883 553788.5026946985 159866.0053362669 0.0465200191 353552.1448416797 40370.3525167520 35.0215086434 Relatively Moderate 81.3161710393 79.7720797721 1.9560000000 52.5091980000 Relatively Low 23.5125676106 100.0000000000 2.6254599000 Not Applicable Not Applicable Not Applicable 0.0699710120 59268365.9828897715 295.9306212878 2249072721.7871074677 2308341087.7699966431 0.0000020063 0.0000000001 Very Low 8.3203647759 0.0000000014 0.0109218690 8.3312866448 0.6682062552 Very Low 0.7166933897 Very Low 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000021774 0.0000022062 0.0080465986 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 119.0000000000 6.6111111110 1994468.3763317089 1994468.3763317089 0.0030589604 Relatively Moderate 40334.3876510453 40334.3876510453 9.3173396900 Relatively Moderate 10.0118819196 Relatively Moderate 0.0006288023 509507000.0000000000 2544.0000000000 19334400000.0000000000 19843907000.0000000000 0.0167507621 0.0001397988 Very Low 29888.8000000000 0.0002046000 1554.9600000000 31443.7600000000 13.0703357152 Relatively Low 15.8125293377 Relatively Low 0.0000000000 0.0000000000 509507000.0000000000 2544.0000000000 19334400000.0000000000 3763051.3782403329 19847670051.3782386780 0.0000180224 0.0000000760 0.0002275779 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000016 0.0000001005 0.0000761839 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 2.0000000000 0.0289855072 509500026.7867159247 2543.9789504995 19334240023.7962799072 3763051.3782403329 19847503101.9612274170 0.0000255348 0.0000003276 0.0002460797 Very Low 377.1002611632 0.0000241596 183.6127961654 26.8408852286 587.5539425572 3.4012529352 Very Low 4.9584510525 Very Low 0.0000000000 0.0148900000 509507000.0000000000 2544.0000000000 19334400000.0000000000 19843907000.0000000000 0.0000058883 0.0000028944 Relatively Low 44.6719315627 0.0001096414 833.2745523849 877.9464839477 13.0553404852 Relatively Low 11.5613443431 Relatively Low Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data 142.0000000000 5.9166666660 119566421.2469792366 677.5008183296 5149006219.3049850464 0.0000000000 5268572640.5519647598 0.0001804370 0.0000114831 0.0042466231 Very Low 127647.4010480262 0.0460304759 349831.6169989206 0.0000000000 477479.0180469467 35.2957296359 Relatively High 35.5664685650 Very High 1.0000000000 0.0312500000 509507000.0000000000 2544.0000000000 19334400000.0000000000 3763051.3782403329 19847670051.3782386780 0.0000032387 0.0000018297 0.0000727233 Very Low 51.5667080334 0.0001454600 1105.4960019992 8.5519178837 1165.6146279163 10.1552327033 Very Low 12.4507973241 Relatively Low 0.0000000000 0.0002990171 509507000.0000000000 2544.0000000000 19334400000.0000000000 3763051.3782403329 19847670051.3782386780 0.0021625099 0.0000014419 0.0005084021 Very Low 329.4612383326 0.0000010968 8.3360081463 0.5720625944 338.3693090733 4.9645617720 Very Low 6.3071150891 Very Low 3.0000000000 0.0137011320 71084897.0818793178 86.3741073938 656443216.1930950880 727528113.2749742270 0.0015593140 0.0000038734 Relatively Low 1518.6837843730 0.0000045839 34.8375621943 1553.5213465673 12.3886737842 Relatively Moderate 11.6999323670 Relatively Moderate 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0005411070 0.0000037371 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating Insufficient Data Insufficient Data Insufficient Data 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000851 0.0000001057 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating November 2021

6
data/data-pipeline/data_pipeline/tests/sources/national_risk_index/data/output.csv
View file

@ -1,7 +1,7 @@
GEOID10_TRACT,FEMA Risk Index Expected Annual Loss Score,Expected population loss rate (Natural Hazards Risk Index),Expected agricultural loss rate (Natural Hazards Risk Index),Expected building loss rate (Natural Hazards Risk Index),Contains agricultural value
06001020100,18.6199401875,0.0000035067,0.0031812618,0.0000661520,True
06007040300,24.6571275391,0.0000000358,0.0000290505,0.0000014426,True
06007040500,18.7719774304,0.0000034603,0.0000385465,0.0000436593,True
06069000802,18.6199401875,0.0000035067,0.0031812618,0.0000661520,True
06061021322,24.6571275391,0.0000000358,0.0000290505,0.0000014426,True
06027000800,18.7719774304,0.0000034603,0.0000385465,0.0000436593,True
15001021010,42.6674572964,0.0000000408,0.0000331733,0.0000018765,True
15001021101,35.4631324234,0.0000002677,0.0000337348,0.0000507987,True
15007040603,22.2413255033,0.0000182039,0.0107280896,0.0002521232,True

1 GEOID10_TRACT FEMA Risk Index Expected Annual Loss Score Expected population loss rate (Natural Hazards Risk Index) Expected agricultural loss rate (Natural Hazards Risk Index) Expected building loss rate (Natural Hazards Risk Index) Contains agricultural value
2 06001020100 06069000802 18.6199401875 0.0000035067 0.0031812618 0.0000661520 True
3 06007040300 06061021322 24.6571275391 0.0000000358 0.0000290505 0.0000014426 True
4 06007040500 06027000800 18.7719774304 0.0000034603 0.0000385465 0.0000436593 True
5 15001021010 42.6674572964 0.0000000408 0.0000331733 0.0000018765 True
6 15001021101 35.4631324234 0.0000002677 0.0000337348 0.0000507987 True
7 15007040603 22.2413255033 0.0000182039 0.0107280896 0.0002521232 True

6
data/data-pipeline/data_pipeline/tests/sources/national_risk_index/data/transform.csv
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@ -1,7 +1,7 @@
OID_,NRI_ID,STATE,STATEABBRV,STATEFIPS,COUNTY,COUNTYTYPE,COUNTYFIPS,STCOFIPS,TRACT,GEOID10_TRACT,POPULATION,BUILDVALUE,AGRIVALUE,AREA,RISK_SCORE,RISK_RATNG,RISK_NPCTL,RISK_SPCTL,FEMA Risk Index Expected Annual Loss Score,EAL_RATNG,EAL_NPCTL,EAL_SPCTL,EAL_VALT,EAL_VALB,EAL_VALP,EAL_VALPE,EAL_VALA,SOVI_SCORE,SOVI_RATNG,SOVI_NPCTL,SOVI_SPCTL,SOVI_VALUE,RESL_SCORE,RESL_RATNG,RESL_NPCTL,RESL_SPCTL,RESL_VALUE,AVLN_EVNTS,AVLN_AFREQ,AVLN_EXPB,AVLN_EXPP,AVLN_EXPPE,AVLN_EXPT,AVLN_HLRB,AVLN_HLRP,AVLN_HLRR,AVLN_EALB,AVLN_EALP,AVLN_EALPE,AVLN_EALT,AVLN_EALS,AVLN_EALR,AVLN_RISKS,AVLN_RISKR,CFLD_EVNTS,CFLD_AFREQ,CFLD_EXPB,CFLD_EXPP,CFLD_EXPPE,CFLD_EXPT,CFLD_HLRB,CFLD_HLRP,CFLD_HLRR,CFLD_EALB,CFLD_EALP,CFLD_EALPE,CFLD_EALT,CFLD_EALS,CFLD_EALR,CFLD_RISKS,CFLD_RISKR,CWAV_EVNTS,CWAV_AFREQ,CWAV_EXPB,CWAV_EXPP,CWAV_EXPPE,CWAV_EXPA,CWAV_EXPT,CWAV_HLRB,CWAV_HLRP,CWAV_HLRA,CWAV_HLRR,CWAV_EALB,CWAV_EALP,CWAV_EALPE,CWAV_EALA,CWAV_EALT,CWAV_EALS,CWAV_EALR,CWAV_RISKS,CWAV_RISKR,DRGT_EVNTS,DRGT_AFREQ,DRGT_EXPA,DRGT_EXPT,DRGT_HLRA,DRGT_HLRR,DRGT_EALA,DRGT_EALT,DRGT_EALS,DRGT_EALR,DRGT_RISKS,DRGT_RISKR,ERQK_EVNTS,ERQK_AFREQ,ERQK_EXPB,ERQK_EXPP,ERQK_EXPPE,ERQK_EXPT,ERQK_HLRB,ERQK_HLRP,ERQK_HLRR,ERQK_EALB,ERQK_EALP,ERQK_EALPE,ERQK_EALT,ERQK_EALS,ERQK_EALR,ERQK_RISKS,ERQK_RISKR,HAIL_EVNTS,HAIL_AFREQ,HAIL_EXPB,HAIL_EXPP,HAIL_EXPPE,HAIL_EXPA,HAIL_EXPT,HAIL_HLRB,HAIL_HLRP,HAIL_HLRA,HAIL_HLRR,HAIL_EALB,HAIL_EALP,HAIL_EALPE,HAIL_EALA,HAIL_EALT,HAIL_EALS,HAIL_EALR,HAIL_RISKS,HAIL_RISKR,HWAV_EVNTS,HWAV_AFREQ,HWAV_EXPB,HWAV_EXPP,HWAV_EXPPE,HWAV_EXPA,HWAV_EXPT,HWAV_HLRB,HWAV_HLRP,HWAV_HLRA,HWAV_HLRR,HWAV_EALB,HWAV_EALP,HWAV_EALPE,HWAV_EALA,HWAV_EALT,HWAV_EALS,HWAV_EALR,HWAV_RISKS,HWAV_RISKR,HRCN_EVNTS,HRCN_AFREQ,HRCN_EXPB,HRCN_EXPP,HRCN_EXPPE,HRCN_EXPA,HRCN_EXPT,HRCN_HLRB,HRCN_HLRP,HRCN_HLRA,HRCN_HLRR,HRCN_EALB,HRCN_EALP,HRCN_EALPE,HRCN_EALA,HRCN_EALT,HRCN_EALS,HRCN_EALR,HRCN_RISKS,HRCN_RISKR,ISTM_EVNTS,ISTM_AFREQ,ISTM_EXPB,ISTM_EXPP,ISTM_EXPPE,ISTM_EXPT,ISTM_HLRB,ISTM_HLRP,ISTM_HLRR,ISTM_EALB,ISTM_EALP,ISTM_EALPE,ISTM_EALT,ISTM_EALS,ISTM_EALR,ISTM_RISKS,ISTM_RISKR,LNDS_EVNTS,LNDS_AFREQ,LNDS_EXPB,LNDS_EXPP,LNDS_EXPPE,LNDS_EXPT,LNDS_HLRB,LNDS_HLRP,LNDS_HLRR,LNDS_EALB,LNDS_EALP,LNDS_EALPE,LNDS_EALT,LNDS_EALS,LNDS_EALR,LNDS_RISKS,LNDS_RISKR,LTNG_EVNTS,LTNG_AFREQ,LTNG_EXPB,LTNG_EXPP,LTNG_EXPPE,LTNG_EXPT,LTNG_HLRB,LTNG_HLRP,LTNG_HLRR,LTNG_EALB,LTNG_EALP,LTNG_EALPE,LTNG_EALT,LTNG_EALS,LTNG_EALR,LTNG_RISKS,LTNG_RISKR,RFLD_EVNTS,RFLD_AFREQ,RFLD_EXPB,RFLD_EXPP,RFLD_EXPPE,RFLD_EXPA,RFLD_EXPT,RFLD_HLRB,RFLD_HLRP,RFLD_HLRA,RFLD_HLRR,RFLD_EALB,RFLD_EALP,RFLD_EALPE,RFLD_EALA,RFLD_EALT,RFLD_EALS,RFLD_EALR,RFLD_RISKS,RFLD_RISKR,SWND_EVNTS,SWND_AFREQ,SWND_EXPB,SWND_EXPP,SWND_EXPPE,SWND_EXPA,SWND_EXPT,SWND_HLRB,SWND_HLRP,SWND_HLRA,SWND_HLRR,SWND_EALB,SWND_EALP,SWND_EALPE,SWND_EALA,SWND_EALT,SWND_EALS,SWND_EALR,SWND_RISKS,SWND_RISKR,TRND_EVNTS,TRND_AFREQ,TRND_EXPB,TRND_EXPP,TRND_EXPPE,TRND_EXPA,TRND_EXPT,TRND_HLRB,TRND_HLRP,TRND_HLRA,TRND_HLRR,TRND_EALB,TRND_EALP,TRND_EALPE,TRND_EALA,TRND_EALT,TRND_EALS,TRND_EALR,TRND_RISKS,TRND_RISKR,TSUN_EVNTS,TSUN_AFREQ,TSUN_EXPB,TSUN_EXPP,TSUN_EXPPE,TSUN_EXPT,TSUN_HLRB,TSUN_HLRP,TSUN_HLRR,TSUN_EALB,TSUN_EALP,TSUN_EALPE,TSUN_EALT,TSUN_EALS,TSUN_EALR,TSUN_RISKS,TSUN_RISKR,VLCN_EVNTS,VLCN_AFREQ,VLCN_EXPB,VLCN_EXPP,VLCN_EXPPE,VLCN_EXPT,VLCN_HLRB,VLCN_HLRP,VLCN_HLRR,VLCN_EALB,VLCN_EALP,VLCN_EALPE,VLCN_EALT,VLCN_EALS,VLCN_EALR,VLCN_RISKS,VLCN_RISKR,WFIR_EVNTS,WFIR_AFREQ,WFIR_EXPB,WFIR_EXPP,WFIR_EXPPE,WFIR_EXPA,WFIR_EXPT,WFIR_HLRB,WFIR_HLRP,WFIR_HLRA,WFIR_HLRR,WFIR_EALB,WFIR_EALP,WFIR_EALPE,WFIR_EALA,WFIR_EALT,WFIR_EALS,WFIR_EALR,WFIR_RISKS,WFIR_RISKR,WNTW_EVNTS,WNTW_AFREQ,WNTW_EXPB,WNTW_EXPP,WNTW_EXPPE,WNTW_EXPA,WNTW_EXPT,WNTW_HLRB,WNTW_HLRP,WNTW_HLRA,WNTW_HLRR,WNTW_EALB,WNTW_EALP,WNTW_EALPE,WNTW_EALA,WNTW_EALT,WNTW_EALS,WNTW_EALR,WNTW_RISKS,WNTW_RISKR,NRI_VER,Expected population loss rate (Natural Hazards Risk Index),Expected agricultural loss rate (Natural Hazards Risk Index),Contains agricultural value,Expected building loss rate (Natural Hazards Risk Index)
1,T06001020100,Hawaii,HI,15,Kauai,County,7,15007,40300,06001020100,8385,992658000.0000000000,147860.5647200878,3.6108521589,18.0705830803,Relatively Low,63.0775787404,63.4969325153,18.6199401875,Relatively Low,59.6420077263,70.5521472393,324935.2155714268,98076.5248682368,0.0296790442,225560.7358958097,1297.9548073803,31.6808724993,Relatively Moderate,48.7278745931,51.8518518519,-0.1330000000,52.5091980000,Relatively Low,23.5125676106,100.0000000000,2.6254599000,,,,,,,,,Not Applicable,,,,,,Not Applicable,,Not Applicable,,0.0699710120,202742385.5800542533,1862.6855876887,14156410466.4337959290,14359152852.0138511658,0.0000357579,0.0000000020,Very Low,507.2650077305,0.0000002606,1.9802850905,509.2452928210,2.6321796000,Very Low,2.5538810410,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000021774,0.0000022062,0.0080465986,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0030589604,No Rating,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,0.0005345855,912658000.0000000000,8385.0000000000,63726000000.0000000000,64638658000.0000076294,0.0167507621,0.0001397988,Very Low,22512.2000000000,0.0001541200,1171.3120000000,23683.5120000000,11.8920653303,Relatively Low,13.0147002820,Relatively Low,0.0000000000,0.0000000000,912658000.0000000000,8385.0000000000,63726000000.0000000000,147860.5647200878,64638805860.5647201538,0.0000180224,0.0000000760,0.0002275779,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000016,0.0000001005,0.0000761839,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,2.0000000000,0.0343605913,912658000.0000000000,8385.0000000000,63726000000.0000000000,147860.5647200878,64638805860.5647201538,0.0000255348,0.0000003276,0.0002460797,Very Low,788.9305592758,0.0000968737,736.2401254130,1.3226671624,1526.4933518512,4.6757862953,Very Low,6.1662913066,Very Low,0.0000000000,0.0148900000,912658000.0000000000,8385.0000000000,63726000000.0000000000,64638658000.0000076294,0.0000058883,0.0000028944,Relatively Low,80.0189118426,0.0003613770,2746.4650635800,2826.4839754226,19.2773661946,Relatively Low,15.4429446232,Relatively Low,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,142.0000000000,5.9166666660,59632790.0585851297,418.9266599156,3183842615.3584799767,51591.3125103788,3243526996.7295761108,0.0001804370,0.0000114831,0.0042466231,Very Low,63663.1136805333,0.0284625391,216315.2971586954,1296.2757495066,281274.6865887354,29.5879096062,Relatively High,26.9708819409,Relatively High,1.0000000000,0.0312500000,912658000.0000000000,8385.0000000000,63726000000.0000000000,147860.5647200878,64638805860.5647201538,0.0000032387,0.0000018297,0.0000727233,Very Low,92.3692287258,0.0004794348,3643.7043933928,0.3360282071,3736.4096503256,14.9734902768,Relatively Low,16.6070545485,Relatively Low,0.0000000000,0.0000653310,912658000.0000000000,8385.0000000000,63726000000.0000000000,147860.5647200878,64638805860.5647201538,0.0089662390,0.0000059784,0.0021079463,Very Low,534.6107152638,0.0000032750,24.8896914625,0.0203625042,559.5207692305,5.8706925202,Very Low,6.7469108145,Very Low,7.0000000000,0.0319693090,198555247.5326173902,978.4678896234,7436355961.1380958557,7634911208.6707124710,0.0015593140,0.0000038734,Very Low,9898.0167648649,0.0001211641,920.8471781755,10818.8639430404,23.6580872265,Relatively High,20.2115884136,Relatively Moderate,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0005411070,0.0000037371,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,,,,,,,,,,Insufficient Data,,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000851,0.0000001057,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,November 2021,0.0000035067,0.0031812618,True,0.0000661520
2,T06007040300,Hawaii,HI,15,Hawaii,County,1,15001,20100,06007040300,5213,409283000.0000000000,30161527.9142542519,97.0642891247,26.0474557835,Relatively High,89.4815710967,87.4233128834,24.6571275391,Relatively Moderate,83.8106105391,87.4233128834,754552.3595077734,510222.1167381129,0.0320334258,243454.0359926558,876.2067770047,33.3455935266,Relatively Moderate,67.0519519602,65.5270655271,0.9080000000,50.7751980000,Relatively Low,9.3859370029,40.0000000000,2.5387599000,,,,,,,,,Not Applicable,,,,,,Not Applicable,,Not Applicable,,0.0579710120,1082842.5920536572,13.7920666932,104819706.8679994941,105902549.4600531608,0.0000313713,0.0000000025,Very Low,1.9692852387,0.0000000020,0.0151413322,1.9844265710,0.4142077200,Very Low,0.4374499910,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000021774,0.0000022062,0.0080465986,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000541,No Rating,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,0.0099874373,409283000.0000000000,5213.0000000000,39618800000.0000000000,40028083000.0000000000,0.0008505842,0.0000116917,Very Low,509627.8000000000,0.0314233600,238817.5360000000,748445.3360000000,37.5977579168,Very High,44.7882310288,Very High,1.0000000000,0.0312500000,409283000.0000000000,5213.0000000000,39618800000.0000000000,30161527.9142542407,40058244527.9142456055,0.0000180224,0.0000000760,0.0002275779,Very Low,230.5075462219,0.0000123856,94.1304164907,214.5030827638,539.1410454765,5.2311349597,Very Low,5.8932581207,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000016,0.0000001005,0.0000761839,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0100000000,409283000.0000000000,5213.0000000000,39618800000.0000000000,30161527.9142542407,40058244527.9142456055,0.0000255348,0.0000003276,0.0002460797,Very Low,104.5094165573,0.0000170798,129.8064434247,74.2213962963,308.5372562783,2.7440512545,Very Low,3.9390063490,Very Low,0.0000000000,0.0148900000,409283000.0000000000,5213.0000000000,39618800000.0000000000,40028083000.0000000000,0.0000058883,0.0000013610,Very Low,35.8846142757,0.0001056430,802.8864714520,838.7710857277,12.8581949229,Relatively Low,11.2121138672,Relatively Low,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0006245044,0.0000038327,0.0003492485,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,1.0000000000,0.0312500000,409283000.0000000000,5213.0000000000,39618800000.0000000000,30161527.9142542407,40058244527.9142456055,0.0000083601,0.0000003102,0.0006212585,Very Low,106.9261414761,0.0000505411,384.1124266061,585.5657605523,1076.6043286345,9.8898625798,Very Low,11.9394659724,Relatively Low,0.0000000000,0.0006781468,409283000.0000000000,5213.0000000000,39618800000.0000000000,30161527.9142542519,40058244527.9142456055,0.0003985575,0.0000002657,0.0000937001,Very Low,110.6212172132,0.0000009395,7.1398535480,1.9165373923,119.6776081535,3.5109250974,Very Low,4.3917261130,Very Low,4.0000000000,0.0182681760,315888.8587620232,2.2117928286,16809625.4977076985,17125514.3564697206,0.0006654598,0.0000038734,Very Low,3.8401775301,0.0000001565,1.1894532216,5.0296307517,1.8327269938,Very Low,1.7042906890,Very Low,4.0000000000,0.0204021391,407903840.5845158696,5201.9799937840,39535047952.7582778931,39942951793.3427886963,0.0000000070,0.0000040043,Very Low,0.0583395999,0.0004233184,3217.2197865804,3217.2781261802,17.0524727301,Relatively Low,17.9932135371,Relatively Low,,,,,,,,,,,Insufficient Data,,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000851,0.0000001057,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,November 2021,0.0000000358,0.0000290505,True,0.0000014426
3,T06007040500,Hawaii,HI,15,Kauai,County,7,15007,40500,06007040500,5943,1030806000.0000000000,459516.6731830848,6.1500338151,19.0467198618,Relatively Moderate,67.4534981234,69.3251533742,18.7719774304,Relatively Low,60.4118835838,72.0858895706,332959.9571449574,167792.7734322688,0.0217301935,165149.4709508616,17.7127618271,33.1217117362,Relatively Moderate,64.7826443794,63.5327635328,0.7680000000,52.5091980000,Relatively Low,23.5125676106,100.0000000000,2.6254599000,,,,,,,,,Not Applicable,,,,,,Not Applicable,,Not Applicable,,0.0699710120,66594737.2848528028,383.9447225607,2917979891.4611377716,2984574628.7459902763,0.0000063169,0.0000000003,Very Low,29.4350693631,0.0000000083,0.0628428106,29.4979121737,1.0184434918,Very Low,1.0330889632,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000021774,0.0000022062,0.0080465986,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,56.0000000000,3.1111111110,0.0000000000,0.0000000000,0.0030589604,No Rating,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,0.0005860614,1030806000.0000000000,5943.0000000000,45166800000.0000000000,46197606000.0000000000,0.0167507621,0.0001397988,Very Low,120075.0000000000,0.0011438300,8693.1080000000,128768.1080000000,20.9111551033,Relatively Moderate,23.9260247408,Relatively Moderate,0.0000000000,0.0000000000,1030806000.0000000000,5943.0000000000,45166800000.0000000000,459516.6731830846,46198065516.6731948853,0.0000180224,0.0000000760,0.0002275779,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000016,0.0000001005,0.0000761839,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,2.0000000000,0.0289855072,1030806000.0000000000,5943.0000000000,45166800000.0000000000,459516.6731830846,46198065516.6731948853,0.0000255348,0.0000003276,0.0002460797,Very Low,762.9385502884,0.0000564393,428.9386307213,3.2776151707,1195.1547961804,4.3095415029,Very Low,5.9417734791,Very Low,0.0000000000,0.0148900000,1030806000.0000000000,5943.0000000000,45166800000.0000000000,46197606000.0000000000,0.0000058883,0.0000028944,Relatively Low,90.3777476786,0.0002561316,1946.6001040973,2036.9778517759,17.2833380202,Relatively Low,14.4752368977,Relatively Low,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,142.0000000000,5.9166666660,40606220.8832914308,293.0385094863,2227092672.0956783295,530.1707312656,2267699423.1497006416,0.0001804370,0.0000114831,0.0042466231,Very Low,43350.6205845832,0.0199094993,151312.1945288390,13.3209920158,194676.1361054380,26.1722849103,Relatively High,24.9423944801,Relatively High,1.0000000000,0.0312500000,1030806000.0000000000,5943.0000000000,45166800000.0000000000,459516.6731830846,46198065516.6731948853,0.0000032387,0.0000018297,0.0000727233,Very Low,104.3268729204,0.0003398069,2582.5325235382,1.0442984855,2687.9036949441,13.4166096589,Relatively Low,15.5570766452,Relatively Low,0.0000000000,0.0001223370,1030806000.0000000000,5943.0000000000,45166800000.0000000000,459516.6731830848,46198065516.6731948853,0.0052856261,0.0000035243,0.0012426410,Very Low,666.5475081608,0.0000025623,19.4736228040,0.0698561550,686.0909871197,6.2836381633,Very Low,7.5500148235,Very Low,9.0000000000,0.0411033970,42337272.9888006300,137.6534442030,1046166175.9429298639,1088503448.9317302704,0.0015593140,0.0000038734,Very Low,2713.5270992744,0.0000219159,166.5606980512,2880.0877973256,15.2190537663,Relatively Moderate,13.5932751503,Relatively Moderate,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0005411070,0.0000037371,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,,,,,,,,,,Insufficient Data,,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000851,0.0000001057,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,November 2021,0.0000034603,0.0000385465,True,0.0000436593
1,T06069000802,Hawaii,HI,15,Kauai,County,7,15007,40300,06069000802,8385,992658000.0000000000,147860.5647200878,3.6108521589,18.0705830803,Relatively Low,63.0775787404,63.4969325153,18.6199401875,Relatively Low,59.6420077263,70.5521472393,324935.2155714268,98076.5248682368,0.0296790442,225560.7358958097,1297.9548073803,31.6808724993,Relatively Moderate,48.7278745931,51.8518518519,-0.1330000000,52.5091980000,Relatively Low,23.5125676106,100.0000000000,2.6254599000,,,,,,,,,Not Applicable,,,,,,Not Applicable,,Not Applicable,,0.0699710120,202742385.5800542533,1862.6855876887,14156410466.4337959290,14359152852.0138511658,0.0000357579,0.0000000020,Very Low,507.2650077305,0.0000002606,1.9802850905,509.2452928210,2.6321796000,Very Low,2.5538810410,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000021774,0.0000022062,0.0080465986,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0030589604,No Rating,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,0.0005345855,912658000.0000000000,8385.0000000000,63726000000.0000000000,64638658000.0000076294,0.0167507621,0.0001397988,Very Low,22512.2000000000,0.0001541200,1171.3120000000,23683.5120000000,11.8920653303,Relatively Low,13.0147002820,Relatively Low,0.0000000000,0.0000000000,912658000.0000000000,8385.0000000000,63726000000.0000000000,147860.5647200878,64638805860.5647201538,0.0000180224,0.0000000760,0.0002275779,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000016,0.0000001005,0.0000761839,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,2.0000000000,0.0343605913,912658000.0000000000,8385.0000000000,63726000000.0000000000,147860.5647200878,64638805860.5647201538,0.0000255348,0.0000003276,0.0002460797,Very Low,788.9305592758,0.0000968737,736.2401254130,1.3226671624,1526.4933518512,4.6757862953,Very Low,6.1662913066,Very Low,0.0000000000,0.0148900000,912658000.0000000000,8385.0000000000,63726000000.0000000000,64638658000.0000076294,0.0000058883,0.0000028944,Relatively Low,80.0189118426,0.0003613770,2746.4650635800,2826.4839754226,19.2773661946,Relatively Low,15.4429446232,Relatively Low,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,142.0000000000,5.9166666660,59632790.0585851297,418.9266599156,3183842615.3584799767,51591.3125103788,3243526996.7295761108,0.0001804370,0.0000114831,0.0042466231,Very Low,63663.1136805333,0.0284625391,216315.2971586954,1296.2757495066,281274.6865887354,29.5879096062,Relatively High,26.9708819409,Relatively High,1.0000000000,0.0312500000,912658000.0000000000,8385.0000000000,63726000000.0000000000,147860.5647200878,64638805860.5647201538,0.0000032387,0.0000018297,0.0000727233,Very Low,92.3692287258,0.0004794348,3643.7043933928,0.3360282071,3736.4096503256,14.9734902768,Relatively Low,16.6070545485,Relatively Low,0.0000000000,0.0000653310,912658000.0000000000,8385.0000000000,63726000000.0000000000,147860.5647200878,64638805860.5647201538,0.0089662390,0.0000059784,0.0021079463,Very Low,534.6107152638,0.0000032750,24.8896914625,0.0203625042,559.5207692305,5.8706925202,Very Low,6.7469108145,Very Low,7.0000000000,0.0319693090,198555247.5326173902,978.4678896234,7436355961.1380958557,7634911208.6707124710,0.0015593140,0.0000038734,Very Low,9898.0167648649,0.0001211641,920.8471781755,10818.8639430404,23.6580872265,Relatively High,20.2115884136,Relatively Moderate,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0005411070,0.0000037371,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,,,,,,,,,,Insufficient Data,,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000851,0.0000001057,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,November 2021,0.0000035067,0.0031812618,True,0.0000661520
2,T06061021322,Hawaii,HI,15,Hawaii,County,1,15001,20100,06061021322,5213,409283000.0000000000,30161527.9142542519,97.0642891247,26.0474557835,Relatively High,89.4815710967,87.4233128834,24.6571275391,Relatively Moderate,83.8106105391,87.4233128834,754552.3595077734,510222.1167381129,0.0320334258,243454.0359926558,876.2067770047,33.3455935266,Relatively Moderate,67.0519519602,65.5270655271,0.9080000000,50.7751980000,Relatively Low,9.3859370029,40.0000000000,2.5387599000,,,,,,,,,Not Applicable,,,,,,Not Applicable,,Not Applicable,,0.0579710120,1082842.5920536572,13.7920666932,104819706.8679994941,105902549.4600531608,0.0000313713,0.0000000025,Very Low,1.9692852387,0.0000000020,0.0151413322,1.9844265710,0.4142077200,Very Low,0.4374499910,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000021774,0.0000022062,0.0080465986,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000541,No Rating,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,0.0099874373,409283000.0000000000,5213.0000000000,39618800000.0000000000,40028083000.0000000000,0.0008505842,0.0000116917,Very Low,509627.8000000000,0.0314233600,238817.5360000000,748445.3360000000,37.5977579168,Very High,44.7882310288,Very High,1.0000000000,0.0312500000,409283000.0000000000,5213.0000000000,39618800000.0000000000,30161527.9142542407,40058244527.9142456055,0.0000180224,0.0000000760,0.0002275779,Very Low,230.5075462219,0.0000123856,94.1304164907,214.5030827638,539.1410454765,5.2311349597,Very Low,5.8932581207,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000016,0.0000001005,0.0000761839,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0100000000,409283000.0000000000,5213.0000000000,39618800000.0000000000,30161527.9142542407,40058244527.9142456055,0.0000255348,0.0000003276,0.0002460797,Very Low,104.5094165573,0.0000170798,129.8064434247,74.2213962963,308.5372562783,2.7440512545,Very Low,3.9390063490,Very Low,0.0000000000,0.0148900000,409283000.0000000000,5213.0000000000,39618800000.0000000000,40028083000.0000000000,0.0000058883,0.0000013610,Very Low,35.8846142757,0.0001056430,802.8864714520,838.7710857277,12.8581949229,Relatively Low,11.2121138672,Relatively Low,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0006245044,0.0000038327,0.0003492485,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,1.0000000000,0.0312500000,409283000.0000000000,5213.0000000000,39618800000.0000000000,30161527.9142542407,40058244527.9142456055,0.0000083601,0.0000003102,0.0006212585,Very Low,106.9261414761,0.0000505411,384.1124266061,585.5657605523,1076.6043286345,9.8898625798,Very Low,11.9394659724,Relatively Low,0.0000000000,0.0006781468,409283000.0000000000,5213.0000000000,39618800000.0000000000,30161527.9142542519,40058244527.9142456055,0.0003985575,0.0000002657,0.0000937001,Very Low,110.6212172132,0.0000009395,7.1398535480,1.9165373923,119.6776081535,3.5109250974,Very Low,4.3917261130,Very Low,4.0000000000,0.0182681760,315888.8587620232,2.2117928286,16809625.4977076985,17125514.3564697206,0.0006654598,0.0000038734,Very Low,3.8401775301,0.0000001565,1.1894532216,5.0296307517,1.8327269938,Very Low,1.7042906890,Very Low,4.0000000000,0.0204021391,407903840.5845158696,5201.9799937840,39535047952.7582778931,39942951793.3427886963,0.0000000070,0.0000040043,Very Low,0.0583395999,0.0004233184,3217.2197865804,3217.2781261802,17.0524727301,Relatively Low,17.9932135371,Relatively Low,,,,,,,,,,,Insufficient Data,,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000851,0.0000001057,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,November 2021,0.0000000358,0.0000290505,True,0.0000014426
3,T06027000800,Hawaii,HI,15,Kauai,County,7,15007,40500,06027000800,5943,1030806000.0000000000,459516.6731830848,6.1500338151,19.0467198618,Relatively Moderate,67.4534981234,69.3251533742,18.7719774304,Relatively Low,60.4118835838,72.0858895706,332959.9571449574,167792.7734322688,0.0217301935,165149.4709508616,17.7127618271,33.1217117362,Relatively Moderate,64.7826443794,63.5327635328,0.7680000000,52.5091980000,Relatively Low,23.5125676106,100.0000000000,2.6254599000,,,,,,,,,Not Applicable,,,,,,Not Applicable,,Not Applicable,,0.0699710120,66594737.2848528028,383.9447225607,2917979891.4611377716,2984574628.7459902763,0.0000063169,0.0000000003,Very Low,29.4350693631,0.0000000083,0.0628428106,29.4979121737,1.0184434918,Very Low,1.0330889632,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000021774,0.0000022062,0.0080465986,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,56.0000000000,3.1111111110,0.0000000000,0.0000000000,0.0030589604,No Rating,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,0.0005860614,1030806000.0000000000,5943.0000000000,45166800000.0000000000,46197606000.0000000000,0.0167507621,0.0001397988,Very Low,120075.0000000000,0.0011438300,8693.1080000000,128768.1080000000,20.9111551033,Relatively Moderate,23.9260247408,Relatively Moderate,0.0000000000,0.0000000000,1030806000.0000000000,5943.0000000000,45166800000.0000000000,459516.6731830846,46198065516.6731948853,0.0000180224,0.0000000760,0.0002275779,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000016,0.0000001005,0.0000761839,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,2.0000000000,0.0289855072,1030806000.0000000000,5943.0000000000,45166800000.0000000000,459516.6731830846,46198065516.6731948853,0.0000255348,0.0000003276,0.0002460797,Very Low,762.9385502884,0.0000564393,428.9386307213,3.2776151707,1195.1547961804,4.3095415029,Very Low,5.9417734791,Very Low,0.0000000000,0.0148900000,1030806000.0000000000,5943.0000000000,45166800000.0000000000,46197606000.0000000000,0.0000058883,0.0000028944,Relatively Low,90.3777476786,0.0002561316,1946.6001040973,2036.9778517759,17.2833380202,Relatively Low,14.4752368977,Relatively Low,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,142.0000000000,5.9166666660,40606220.8832914308,293.0385094863,2227092672.0956783295,530.1707312656,2267699423.1497006416,0.0001804370,0.0000114831,0.0042466231,Very Low,43350.6205845832,0.0199094993,151312.1945288390,13.3209920158,194676.1361054380,26.1722849103,Relatively High,24.9423944801,Relatively High,1.0000000000,0.0312500000,1030806000.0000000000,5943.0000000000,45166800000.0000000000,459516.6731830846,46198065516.6731948853,0.0000032387,0.0000018297,0.0000727233,Very Low,104.3268729204,0.0003398069,2582.5325235382,1.0442984855,2687.9036949441,13.4166096589,Relatively Low,15.5570766452,Relatively Low,0.0000000000,0.0001223370,1030806000.0000000000,5943.0000000000,45166800000.0000000000,459516.6731830848,46198065516.6731948853,0.0052856261,0.0000035243,0.0012426410,Very Low,666.5475081608,0.0000025623,19.4736228040,0.0698561550,686.0909871197,6.2836381633,Very Low,7.5500148235,Very Low,9.0000000000,0.0411033970,42337272.9888006300,137.6534442030,1046166175.9429298639,1088503448.9317302704,0.0015593140,0.0000038734,Very Low,2713.5270992744,0.0000219159,166.5606980512,2880.0877973256,15.2190537663,Relatively Moderate,13.5932751503,Relatively Moderate,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0005411070,0.0000037371,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,,,,,,,,,,Insufficient Data,,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000851,0.0000001057,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,November 2021,0.0000034603,0.0000385465,True,0.0000436593
4,T15001021010,Hawaii,HI,15,Hawaii,County,1,15001,21010,15001021010,7884,737712000.0000000000,8711454.3090733420,58.4401512286,43.1066279987,Very High,99.4459643383,98.1595092025,42.6674572964,Very High,99.2741170486,99.0797546012,3909779.1321200719,2582125.8111252696,0.1746532017,1327364.3330713348,288.9879234675,31.8903618889,Relatively Moderate,51.0956693021,54.4159544160,-0.0020000000,50.7751980000,Relatively Low,9.3859370029,40.0000000000,2.5387599000,,,,,,,,,Not Applicable,,,,,,Not Applicable,,Not Applicable,,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000478451,0.0000000048,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000021774,0.0000022062,0.0080465986,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000541,No Rating,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,0.0099998852,737712000.0000000000,7884.0000000000,59918400000.0000000000,60656112000.0000000000,0.0008505842,0.0000116917,Very Low,2580741.3999999999,0.1736765400,1319941.7039999999,3900683.1039999998,65.1861714882,Very High,74.2640163391,Very High,1.0000000000,0.0312500000,737712000.0000000000,7884.0000000000,59918400000.0000000000,8711454.3090733420,60664823454.3090744019,0.0000180224,0.0000000760,0.0002275779,Very Low,415.4782459486,0.0000187316,142.3602922696,61.9542156517,619.7927538699,5.4799587665,Very Low,5.9041560145,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000016,0.0000001005,0.0000761839,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0269344664,737712000.0000000000,7884.0000000000,59918400000.0000000000,8711454.3090733420,60664823454.3090744019,0.0000255348,0.0000003276,0.0002460797,Very Low,473.5051910310,0.0000651127,494.8567057547,57.2461948490,1025.6080916347,4.0952789981,Very Low,5.6221049906,Very Low,0.0000000000,0.0148900000,737712000.0000000000,7884.0000000000,59918400000.0000000000,60656112000.0000000000,0.0000058883,0.0000013610,Very Low,64.6802104328,0.0001597715,1214.2637523360,1278.9439627688,14.7995789625,Relatively Low,12.3417814165,Relatively Low,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0006245044,0.0000038327,0.0003492485,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,1.0000000000,0.0312500000,737712000.0000000000,7884.0000000000,59918400000.0000000000,8711454.3090733420,60664823454.3090744019,0.0000083601,0.0000003102,0.0006212585,Very Low,192.7289862509,0.0000764370,580.9212298706,169.1270211135,942.7772372349,9.4618177655,Very Low,10.9242145239,Very Low,1.0000000000,0.0004673635,737712000.0000000000,7884.0000000000,59918400000.0000000000,8711454.3090733420,60664823454.3090744019,0.0006900376,0.0000004601,0.0001622266,Very Low,237.9109428670,0.0000016953,12.8843062101,0.6604918534,251.4557409305,4.4968090785,Very Low,5.3796416501,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0006654598,0.0000038734,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,4.0000000000,0.0207448000,737708710.8628113270,7883.9591351862,59918089427.4153594971,60655798138.2781677246,0.0000000070,0.0000040043,Very Low,0.1075487398,0.0006549135,4977.3427848938,4977.4503336337,19.7224171343,Relatively Low,19.9022650650,Relatively Low,,,,,,,,,,,Insufficient Data,,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000851,0.0000001057,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,November 2021,0.0000000408,0.0000331733,True,0.0000018765
5,T15001021101,Hawaii,HI,15,Hawaii,County,1,15001,21101,15001021101,3531,365469000.0000000000,1115552.9463470120,41.0551206444,39.6369371498,Very High,99.0514029613,96.6257668712,35.4631324234,Relatively High,97.7453635601,94.4785276074,2244880.4514211570,1569603.2441089998,0.0888473124,675239.5743199890,37.6329921689,35.2805718581,Relatively High,83.0000273575,82.3361823362,2.1180000000,50.7751980000,Relatively Low,9.3859370029,40.0000000000,2.5387599000,,,,,,,,,Not Applicable,,,,,,Not Applicable,,Not Applicable,,0.0679710120,53358423.6905883327,515.5255139327,3917993905.8884682655,3971352329.5790553093,0.0000009778,0.0000000001,Very Low,3.5462107144,0.0000000023,0.0178004814,3.5640111958,0.5034846073,Very Low,0.5625920420,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000021774,0.0000022062,0.0080465986,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000541,No Rating,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,0.0099998512,365469000.0000000000,3531.0000000000,26835600000.0000000000,27201069000.0000000000,0.0008505842,0.0000116917,Very Low,1549795.8000000000,0.0875910700,665692.1319999999,2215487.9320000000,53.9839983966,Very High,68.0399795668,Very High,1.0000000000,0.0312500000,365469000.0000000000,3531.0000000000,26835600000.0000000000,1115552.9463470120,27202184552.9463424683,0.0000180224,0.0000000760,0.0002275779,Very Low,205.8315698678,0.0000083893,63.7587762572,7.9336015953,277.5239477203,4.1923926160,Very Low,4.9971070139,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000016,0.0000001005,0.0000761839,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0289855072,365469000.0000000000,3531.0000000000,26835600000.0000000000,1115552.9463470120,27202184552.9463424683,0.0000255348,0.0000003276,0.0002460797,Very Low,270.4974447523,0.0000335331,254.8514731746,7.9569545004,533.3058724274,3.2931774779,Very Low,5.0015747332,Very Low,0.0000000000,0.0148900000,365469000.0000000000,3531.0000000000,26835600000.0000000000,27201069000.0000000000,0.0000058883,0.0000013610,Very Low,32.0431439731,0.0000715567,543.8312163240,575.8743602971,11.3433526973,Very Low,10.4651653429,Relatively Low,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,142.0000000000,5.9166666660,4828130.5279219840,35.1384012388,267051849.4150594473,0.0000000000,271879979.9429814219,0.0006245044,0.0000038327,0.0003492485,Very Low,17839.8663537918,0.0007968309,6055.9146131274,0.0000000000,23895.7809669192,13.0070200492,Relatively Moderate,13.6546608024,Relatively Moderate,1.0000000000,0.0312500000,365469000.0000000000,3531.0000000000,26835600000.0000000000,1115552.9463470120,27202184552.9463424683,0.0000083601,0.0000003102,0.0006212585,Very Low,95.4796314509,0.0000342338,260.1766695466,21.6577094941,377.3140104915,6.9727783560,Very Low,8.9063071715,Very Low,0.0000000000,0.0003634330,365469000.0000000000,3531.0000000000,26835600000.0000000000,1115552.9463470120,27202184552.9463424683,0.0008889061,0.0000005927,0.0002089802,Very Low,118.0676167774,0.0000007606,5.7804922284,0.0847265791,123.9328355849,3.5520526364,Very Low,4.7010550308,Very Low,13.0000000000,0.0593715740,31437177.7921413518,196.0173546829,1489731895.5901708603,1521169073.3823122978,0.0006654598,0.0000038734,Very Low,1242.0638448472,0.0000450783,342.5948426489,1584.6586874961,12.4708959075,Relatively Moderate,12.2698912376,Relatively Moderate,3.0000000000,0.0188028000,365467633.7354047298,3530.9854379618,26835489328.5099411011,27200956962.2453422546,0.0000000070,0.0000040043,Very Low,0.0482928249,0.0002658574,2020.5164362008,2020.5647290257,14.6032241308,Relatively Low,16.3029908639,Relatively Low,,,,,,,,,,,Insufficient Data,,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000851,0.0000001057,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,November 2021,0.0000002677,0.0000337348,True,0.0000507987
6,T15007040603,Hawaii,HI,15,Kauai,County,7,15007,40603,15007040603,2544,509507000.0000000000,3763051.3782403329,15.9289735326,23.8613675670,Relatively Moderate,84.6148558545,84.9693251534,22.2413255033,Relatively Moderate,75.9028856597,83.7423312883,553788.5026946985,159866.0053362670,0.0465200191,353552.1448416796,40370.3525167520,35.0215086434,Relatively Moderate,81.3161710393,79.7720797721,1.9560000000,52.5091980000,Relatively Low,23.5125676106,100.0000000000,2.6254599000,,,,,,,,,Not Applicable,,,,,,Not Applicable,,Not Applicable,,0.0699710120,59268365.9828897640,295.9306212878,2249072721.7871074677,2308341087.7699966431,0.0000020063,0.0000000001,Very Low,8.3203647759,0.0000000014,0.0109218690,8.3312866448,0.6682062552,Very Low,0.7166933897,Very Low,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000021774,0.0000022062,0.0080465986,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,119.0000000000,6.6111111110,1994468.3763317089,1994468.3763317089,0.0030589604,Relatively Moderate,40334.3876510453,40334.3876510453,9.3173396900,Relatively Moderate,10.0118819196,Relatively Moderate,,0.0006288023,509507000.0000000000,2544.0000000000,19334400000.0000000000,19843907000.0000000000,0.0167507621,0.0001397988,Very Low,29888.8000000000,0.0002046000,1554.9600000000,31443.7600000000,13.0703357152,Relatively Low,15.8125293377,Relatively Low,0.0000000000,0.0000000000,509507000.0000000000,2544.0000000000,19334400000.0000000000,3763051.3782403329,19847670051.3782386780,0.0000180224,0.0000000760,0.0002275779,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000016,0.0000001005,0.0000761839,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,2.0000000000,0.0289855072,509500026.7867159843,2543.9789504995,19334240023.7962799072,3763051.3782403329,19847503101.9612274170,0.0000255348,0.0000003276,0.0002460797,Very Low,377.1002611632,0.0000241596,183.6127961654,26.8408852286,587.5539425572,3.4012529352,Very Low,4.9584510525,Very Low,0.0000000000,0.0148900000,509507000.0000000000,2544.0000000000,19334400000.0000000000,19843907000.0000000000,0.0000058883,0.0000028944,Relatively Low,44.6719315627,0.0001096414,833.2745523849,877.9464839477,13.0553404852,Relatively Low,11.5613443431,Relatively Low,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,,,,,,,,,Insufficient Data,,,,,,Insufficient Data,,Insufficient Data,142.0000000000,5.9166666660,119566421.2469792217,677.5008183296,5149006219.3049850464,0.0000000000,5268572640.5519647598,0.0001804370,0.0000114831,0.0042466231,Very Low,127647.4010480262,0.0460304759,349831.6169989206,0.0000000000,477479.0180469467,35.2957296359,Relatively High,35.5664685650,Very High,1.0000000000,0.0312500000,509507000.0000000000,2544.0000000000,19334400000.0000000000,3763051.3782403329,19847670051.3782386780,0.0000032387,0.0000018297,0.0000727233,Very Low,51.5667080334,0.0001454600,1105.4960019992,8.5519178837,1165.6146279163,10.1552327033,Very Low,12.4507973241,Relatively Low,0.0000000000,0.0002990171,509507000.0000000000,2544.0000000000,19334400000.0000000000,3763051.3782403329,19847670051.3782386780,0.0021625099,0.0000014419,0.0005084021,Very Low,329.4612383326,0.0000010968,8.3360081463,0.5720625944,338.3693090733,4.9645617720,Very Low,6.3071150891,Very Low,3.0000000000,0.0137011320,71084897.0818793178,86.3741073938,656443216.1930950880,727528113.2749742270,0.0015593140,0.0000038734,Relatively Low,1518.6837843730,0.0000045839,34.8375621943,1553.5213465673,12.3886737842,Relatively Moderate,11.6999323670,Relatively Moderate,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0005411070,0.0000037371,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,,,,,,,,,,,Insufficient Data,,,,,,,Insufficient Data,,Insufficient Data,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000851,0.0000001057,0.0000000000,No Rating,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,0.0000000000,No Expected Annual Losses,0.0000000000,No Rating,November 2021,0.0000182039,0.0107280896,True,0.0002521232

1 OID_ NRI_ID STATE STATEABBRV STATEFIPS COUNTY COUNTYTYPE COUNTYFIPS STCOFIPS TRACT GEOID10_TRACT POPULATION BUILDVALUE AGRIVALUE AREA RISK_SCORE RISK_RATNG RISK_NPCTL RISK_SPCTL FEMA Risk Index Expected Annual Loss Score EAL_RATNG EAL_NPCTL EAL_SPCTL EAL_VALT EAL_VALB EAL_VALP EAL_VALPE EAL_VALA SOVI_SCORE SOVI_RATNG SOVI_NPCTL SOVI_SPCTL SOVI_VALUE RESL_SCORE RESL_RATNG RESL_NPCTL RESL_SPCTL RESL_VALUE AVLN_EVNTS AVLN_AFREQ AVLN_EXPB AVLN_EXPP AVLN_EXPPE AVLN_EXPT AVLN_HLRB AVLN_HLRP AVLN_HLRR AVLN_EALB AVLN_EALP AVLN_EALPE AVLN_EALT AVLN_EALS AVLN_EALR AVLN_RISKS AVLN_RISKR CFLD_EVNTS CFLD_AFREQ CFLD_EXPB CFLD_EXPP CFLD_EXPPE CFLD_EXPT CFLD_HLRB CFLD_HLRP CFLD_HLRR CFLD_EALB CFLD_EALP CFLD_EALPE CFLD_EALT CFLD_EALS CFLD_EALR CFLD_RISKS CFLD_RISKR CWAV_EVNTS CWAV_AFREQ CWAV_EXPB CWAV_EXPP CWAV_EXPPE CWAV_EXPA CWAV_EXPT CWAV_HLRB CWAV_HLRP CWAV_HLRA CWAV_HLRR CWAV_EALB CWAV_EALP CWAV_EALPE CWAV_EALA CWAV_EALT CWAV_EALS CWAV_EALR CWAV_RISKS CWAV_RISKR DRGT_EVNTS DRGT_AFREQ DRGT_EXPA DRGT_EXPT DRGT_HLRA DRGT_HLRR DRGT_EALA DRGT_EALT DRGT_EALS DRGT_EALR DRGT_RISKS DRGT_RISKR ERQK_EVNTS ERQK_AFREQ ERQK_EXPB ERQK_EXPP ERQK_EXPPE ERQK_EXPT ERQK_HLRB ERQK_HLRP ERQK_HLRR ERQK_EALB ERQK_EALP ERQK_EALPE ERQK_EALT ERQK_EALS ERQK_EALR ERQK_RISKS ERQK_RISKR HAIL_EVNTS HAIL_AFREQ HAIL_EXPB HAIL_EXPP HAIL_EXPPE HAIL_EXPA HAIL_EXPT HAIL_HLRB HAIL_HLRP HAIL_HLRA HAIL_HLRR HAIL_EALB HAIL_EALP HAIL_EALPE HAIL_EALA HAIL_EALT HAIL_EALS HAIL_EALR HAIL_RISKS HAIL_RISKR HWAV_EVNTS HWAV_AFREQ HWAV_EXPB HWAV_EXPP HWAV_EXPPE HWAV_EXPA HWAV_EXPT HWAV_HLRB HWAV_HLRP HWAV_HLRA HWAV_HLRR HWAV_EALB HWAV_EALP HWAV_EALPE HWAV_EALA HWAV_EALT HWAV_EALS HWAV_EALR HWAV_RISKS HWAV_RISKR HRCN_EVNTS HRCN_AFREQ HRCN_EXPB HRCN_EXPP HRCN_EXPPE HRCN_EXPA HRCN_EXPT HRCN_HLRB HRCN_HLRP HRCN_HLRA HRCN_HLRR HRCN_EALB HRCN_EALP HRCN_EALPE HRCN_EALA HRCN_EALT HRCN_EALS HRCN_EALR HRCN_RISKS HRCN_RISKR ISTM_EVNTS ISTM_AFREQ ISTM_EXPB ISTM_EXPP ISTM_EXPPE ISTM_EXPT ISTM_HLRB ISTM_HLRP ISTM_HLRR ISTM_EALB ISTM_EALP ISTM_EALPE ISTM_EALT ISTM_EALS ISTM_EALR ISTM_RISKS ISTM_RISKR LNDS_EVNTS LNDS_AFREQ LNDS_EXPB LNDS_EXPP LNDS_EXPPE LNDS_EXPT LNDS_HLRB LNDS_HLRP LNDS_HLRR LNDS_EALB LNDS_EALP LNDS_EALPE LNDS_EALT LNDS_EALS LNDS_EALR LNDS_RISKS LNDS_RISKR LTNG_EVNTS LTNG_AFREQ LTNG_EXPB LTNG_EXPP LTNG_EXPPE LTNG_EXPT LTNG_HLRB LTNG_HLRP LTNG_HLRR LTNG_EALB LTNG_EALP LTNG_EALPE LTNG_EALT LTNG_EALS LTNG_EALR LTNG_RISKS LTNG_RISKR RFLD_EVNTS RFLD_AFREQ RFLD_EXPB RFLD_EXPP RFLD_EXPPE RFLD_EXPA RFLD_EXPT RFLD_HLRB RFLD_HLRP RFLD_HLRA RFLD_HLRR RFLD_EALB RFLD_EALP RFLD_EALPE RFLD_EALA RFLD_EALT RFLD_EALS RFLD_EALR RFLD_RISKS RFLD_RISKR SWND_EVNTS SWND_AFREQ SWND_EXPB SWND_EXPP SWND_EXPPE SWND_EXPA SWND_EXPT SWND_HLRB SWND_HLRP SWND_HLRA SWND_HLRR SWND_EALB SWND_EALP SWND_EALPE SWND_EALA SWND_EALT SWND_EALS SWND_EALR SWND_RISKS SWND_RISKR TRND_EVNTS TRND_AFREQ TRND_EXPB TRND_EXPP TRND_EXPPE TRND_EXPA TRND_EXPT TRND_HLRB TRND_HLRP TRND_HLRA TRND_HLRR TRND_EALB TRND_EALP TRND_EALPE TRND_EALA TRND_EALT TRND_EALS TRND_EALR TRND_RISKS TRND_RISKR TSUN_EVNTS TSUN_AFREQ TSUN_EXPB TSUN_EXPP TSUN_EXPPE TSUN_EXPT TSUN_HLRB TSUN_HLRP TSUN_HLRR TSUN_EALB TSUN_EALP TSUN_EALPE TSUN_EALT TSUN_EALS TSUN_EALR TSUN_RISKS TSUN_RISKR VLCN_EVNTS VLCN_AFREQ VLCN_EXPB VLCN_EXPP VLCN_EXPPE VLCN_EXPT VLCN_HLRB VLCN_HLRP VLCN_HLRR VLCN_EALB VLCN_EALP VLCN_EALPE VLCN_EALT VLCN_EALS VLCN_EALR VLCN_RISKS VLCN_RISKR WFIR_EVNTS WFIR_AFREQ WFIR_EXPB WFIR_EXPP WFIR_EXPPE WFIR_EXPA WFIR_EXPT WFIR_HLRB WFIR_HLRP WFIR_HLRA WFIR_HLRR WFIR_EALB WFIR_EALP WFIR_EALPE WFIR_EALA WFIR_EALT WFIR_EALS WFIR_EALR WFIR_RISKS WFIR_RISKR WNTW_EVNTS WNTW_AFREQ WNTW_EXPB WNTW_EXPP WNTW_EXPPE WNTW_EXPA WNTW_EXPT WNTW_HLRB WNTW_HLRP WNTW_HLRA WNTW_HLRR WNTW_EALB WNTW_EALP WNTW_EALPE WNTW_EALA WNTW_EALT WNTW_EALS WNTW_EALR WNTW_RISKS WNTW_RISKR NRI_VER Expected population loss rate (Natural Hazards Risk Index) Expected agricultural loss rate (Natural Hazards Risk Index) Contains agricultural value Expected building loss rate (Natural Hazards Risk Index)
2 1 T06001020100 T06069000802 Hawaii HI 15 Kauai County 7 15007 40300 06001020100 06069000802 8385 992658000.0000000000 147860.5647200878 3.6108521589 18.0705830803 Relatively Low 63.0775787404 63.4969325153 18.6199401875 Relatively Low 59.6420077263 70.5521472393 324935.2155714268 98076.5248682368 0.0296790442 225560.7358958097 1297.9548073803 31.6808724993 Relatively Moderate 48.7278745931 51.8518518519 -0.1330000000 52.5091980000 Relatively Low 23.5125676106 100.0000000000 2.6254599000 Not Applicable Not Applicable Not Applicable 0.0699710120 202742385.5800542533 1862.6855876887 14156410466.4337959290 14359152852.0138511658 0.0000357579 0.0000000020 Very Low 507.2650077305 0.0000002606 1.9802850905 509.2452928210 2.6321796000 Very Low 2.5538810410 Very Low 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000021774 0.0000022062 0.0080465986 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0030589604 No Rating 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0005345855 912658000.0000000000 8385.0000000000 63726000000.0000000000 64638658000.0000076294 0.0167507621 0.0001397988 Very Low 22512.2000000000 0.0001541200 1171.3120000000 23683.5120000000 11.8920653303 Relatively Low 13.0147002820 Relatively Low 0.0000000000 0.0000000000 912658000.0000000000 8385.0000000000 63726000000.0000000000 147860.5647200878 64638805860.5647201538 0.0000180224 0.0000000760 0.0002275779 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000016 0.0000001005 0.0000761839 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 2.0000000000 0.0343605913 912658000.0000000000 8385.0000000000 63726000000.0000000000 147860.5647200878 64638805860.5647201538 0.0000255348 0.0000003276 0.0002460797 Very Low 788.9305592758 0.0000968737 736.2401254130 1.3226671624 1526.4933518512 4.6757862953 Very Low 6.1662913066 Very Low 0.0000000000 0.0148900000 912658000.0000000000 8385.0000000000 63726000000.0000000000 64638658000.0000076294 0.0000058883 0.0000028944 Relatively Low 80.0189118426 0.0003613770 2746.4650635800 2826.4839754226 19.2773661946 Relatively Low 15.4429446232 Relatively Low Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data 142.0000000000 5.9166666660 59632790.0585851297 418.9266599156 3183842615.3584799767 51591.3125103788 3243526996.7295761108 0.0001804370 0.0000114831 0.0042466231 Very Low 63663.1136805333 0.0284625391 216315.2971586954 1296.2757495066 281274.6865887354 29.5879096062 Relatively High 26.9708819409 Relatively High 1.0000000000 0.0312500000 912658000.0000000000 8385.0000000000 63726000000.0000000000 147860.5647200878 64638805860.5647201538 0.0000032387 0.0000018297 0.0000727233 Very Low 92.3692287258 0.0004794348 3643.7043933928 0.3360282071 3736.4096503256 14.9734902768 Relatively Low 16.6070545485 Relatively Low 0.0000000000 0.0000653310 912658000.0000000000 8385.0000000000 63726000000.0000000000 147860.5647200878 64638805860.5647201538 0.0089662390 0.0000059784 0.0021079463 Very Low 534.6107152638 0.0000032750 24.8896914625 0.0203625042 559.5207692305 5.8706925202 Very Low 6.7469108145 Very Low 7.0000000000 0.0319693090 198555247.5326173902 978.4678896234 7436355961.1380958557 7634911208.6707124710 0.0015593140 0.0000038734 Very Low 9898.0167648649 0.0001211641 920.8471781755 10818.8639430404 23.6580872265 Relatively High 20.2115884136 Relatively Moderate 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0005411070 0.0000037371 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating Insufficient Data Insufficient Data Insufficient Data 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000851 0.0000001057 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating November 2021 0.0000035067 0.0031812618 True 0.0000661520
3 2 T06007040300 T06061021322 Hawaii HI 15 Hawaii County 1 15001 20100 06007040300 06061021322 5213 409283000.0000000000 30161527.9142542519 97.0642891247 26.0474557835 Relatively High 89.4815710967 87.4233128834 24.6571275391 Relatively Moderate 83.8106105391 87.4233128834 754552.3595077734 510222.1167381129 0.0320334258 243454.0359926558 876.2067770047 33.3455935266 Relatively Moderate 67.0519519602 65.5270655271 0.9080000000 50.7751980000 Relatively Low 9.3859370029 40.0000000000 2.5387599000 Not Applicable Not Applicable Not Applicable 0.0579710120 1082842.5920536572 13.7920666932 104819706.8679994941 105902549.4600531608 0.0000313713 0.0000000025 Very Low 1.9692852387 0.0000000020 0.0151413322 1.9844265710 0.4142077200 Very Low 0.4374499910 Very Low 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000021774 0.0000022062 0.0080465986 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000541 No Rating 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0099874373 409283000.0000000000 5213.0000000000 39618800000.0000000000 40028083000.0000000000 0.0008505842 0.0000116917 Very Low 509627.8000000000 0.0314233600 238817.5360000000 748445.3360000000 37.5977579168 Very High 44.7882310288 Very High 1.0000000000 0.0312500000 409283000.0000000000 5213.0000000000 39618800000.0000000000 30161527.9142542407 40058244527.9142456055 0.0000180224 0.0000000760 0.0002275779 Very Low 230.5075462219 0.0000123856 94.1304164907 214.5030827638 539.1410454765 5.2311349597 Very Low 5.8932581207 Very Low 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000016 0.0000001005 0.0000761839 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0100000000 409283000.0000000000 5213.0000000000 39618800000.0000000000 30161527.9142542407 40058244527.9142456055 0.0000255348 0.0000003276 0.0002460797 Very Low 104.5094165573 0.0000170798 129.8064434247 74.2213962963 308.5372562783 2.7440512545 Very Low 3.9390063490 Very Low 0.0000000000 0.0148900000 409283000.0000000000 5213.0000000000 39618800000.0000000000 40028083000.0000000000 0.0000058883 0.0000013610 Very Low 35.8846142757 0.0001056430 802.8864714520 838.7710857277 12.8581949229 Relatively Low 11.2121138672 Relatively Low Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0006245044 0.0000038327 0.0003492485 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 1.0000000000 0.0312500000 409283000.0000000000 5213.0000000000 39618800000.0000000000 30161527.9142542407 40058244527.9142456055 0.0000083601 0.0000003102 0.0006212585 Very Low 106.9261414761 0.0000505411 384.1124266061 585.5657605523 1076.6043286345 9.8898625798 Very Low 11.9394659724 Relatively Low 0.0000000000 0.0006781468 409283000.0000000000 5213.0000000000 39618800000.0000000000 30161527.9142542519 40058244527.9142456055 0.0003985575 0.0000002657 0.0000937001 Very Low 110.6212172132 0.0000009395 7.1398535480 1.9165373923 119.6776081535 3.5109250974 Very Low 4.3917261130 Very Low 4.0000000000 0.0182681760 315888.8587620232 2.2117928286 16809625.4977076985 17125514.3564697206 0.0006654598 0.0000038734 Very Low 3.8401775301 0.0000001565 1.1894532216 5.0296307517 1.8327269938 Very Low 1.7042906890 Very Low 4.0000000000 0.0204021391 407903840.5845158696 5201.9799937840 39535047952.7582778931 39942951793.3427886963 0.0000000070 0.0000040043 Very Low 0.0583395999 0.0004233184 3217.2197865804 3217.2781261802 17.0524727301 Relatively Low 17.9932135371 Relatively Low Insufficient Data Insufficient Data Insufficient Data 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000851 0.0000001057 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating November 2021 0.0000000358 0.0000290505 True 0.0000014426
4 3 T06007040500 T06027000800 Hawaii HI 15 Kauai County 7 15007 40500 06007040500 06027000800 5943 1030806000.0000000000 459516.6731830848 6.1500338151 19.0467198618 Relatively Moderate 67.4534981234 69.3251533742 18.7719774304 Relatively Low 60.4118835838 72.0858895706 332959.9571449574 167792.7734322688 0.0217301935 165149.4709508616 17.7127618271 33.1217117362 Relatively Moderate 64.7826443794 63.5327635328 0.7680000000 52.5091980000 Relatively Low 23.5125676106 100.0000000000 2.6254599000 Not Applicable Not Applicable Not Applicable 0.0699710120 66594737.2848528028 383.9447225607 2917979891.4611377716 2984574628.7459902763 0.0000063169 0.0000000003 Very Low 29.4350693631 0.0000000083 0.0628428106 29.4979121737 1.0184434918 Very Low 1.0330889632 Very Low 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000021774 0.0000022062 0.0080465986 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 56.0000000000 3.1111111110 0.0000000000 0.0000000000 0.0030589604 No Rating 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0005860614 1030806000.0000000000 5943.0000000000 45166800000.0000000000 46197606000.0000000000 0.0167507621 0.0001397988 Very Low 120075.0000000000 0.0011438300 8693.1080000000 128768.1080000000 20.9111551033 Relatively Moderate 23.9260247408 Relatively Moderate 0.0000000000 0.0000000000 1030806000.0000000000 5943.0000000000 45166800000.0000000000 459516.6731830846 46198065516.6731948853 0.0000180224 0.0000000760 0.0002275779 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000016 0.0000001005 0.0000761839 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 2.0000000000 0.0289855072 1030806000.0000000000 5943.0000000000 45166800000.0000000000 459516.6731830846 46198065516.6731948853 0.0000255348 0.0000003276 0.0002460797 Very Low 762.9385502884 0.0000564393 428.9386307213 3.2776151707 1195.1547961804 4.3095415029 Very Low 5.9417734791 Very Low 0.0000000000 0.0148900000 1030806000.0000000000 5943.0000000000 45166800000.0000000000 46197606000.0000000000 0.0000058883 0.0000028944 Relatively Low 90.3777476786 0.0002561316 1946.6001040973 2036.9778517759 17.2833380202 Relatively Low 14.4752368977 Relatively Low Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data 142.0000000000 5.9166666660 40606220.8832914308 293.0385094863 2227092672.0956783295 530.1707312656 2267699423.1497006416 0.0001804370 0.0000114831 0.0042466231 Very Low 43350.6205845832 0.0199094993 151312.1945288390 13.3209920158 194676.1361054380 26.1722849103 Relatively High 24.9423944801 Relatively High 1.0000000000 0.0312500000 1030806000.0000000000 5943.0000000000 45166800000.0000000000 459516.6731830846 46198065516.6731948853 0.0000032387 0.0000018297 0.0000727233 Very Low 104.3268729204 0.0003398069 2582.5325235382 1.0442984855 2687.9036949441 13.4166096589 Relatively Low 15.5570766452 Relatively Low 0.0000000000 0.0001223370 1030806000.0000000000 5943.0000000000 45166800000.0000000000 459516.6731830848 46198065516.6731948853 0.0052856261 0.0000035243 0.0012426410 Very Low 666.5475081608 0.0000025623 19.4736228040 0.0698561550 686.0909871197 6.2836381633 Very Low 7.5500148235 Very Low 9.0000000000 0.0411033970 42337272.9888006300 137.6534442030 1046166175.9429298639 1088503448.9317302704 0.0015593140 0.0000038734 Very Low 2713.5270992744 0.0000219159 166.5606980512 2880.0877973256 15.2190537663 Relatively Moderate 13.5932751503 Relatively Moderate 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0005411070 0.0000037371 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating Insufficient Data Insufficient Data Insufficient Data 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000851 0.0000001057 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating November 2021 0.0000034603 0.0000385465 True 0.0000436593
5 4 T15001021010 Hawaii HI 15 Hawaii County 1 15001 21010 15001021010 7884 737712000.0000000000 8711454.3090733420 58.4401512286 43.1066279987 Very High 99.4459643383 98.1595092025 42.6674572964 Very High 99.2741170486 99.0797546012 3909779.1321200719 2582125.8111252696 0.1746532017 1327364.3330713348 288.9879234675 31.8903618889 Relatively Moderate 51.0956693021 54.4159544160 -0.0020000000 50.7751980000 Relatively Low 9.3859370029 40.0000000000 2.5387599000 Not Applicable Not Applicable Not Applicable 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000478451 0.0000000048 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000021774 0.0000022062 0.0080465986 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000541 No Rating 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0099998852 737712000.0000000000 7884.0000000000 59918400000.0000000000 60656112000.0000000000 0.0008505842 0.0000116917 Very Low 2580741.3999999999 0.1736765400 1319941.7039999999 3900683.1039999998 65.1861714882 Very High 74.2640163391 Very High 1.0000000000 0.0312500000 737712000.0000000000 7884.0000000000 59918400000.0000000000 8711454.3090733420 60664823454.3090744019 0.0000180224 0.0000000760 0.0002275779 Very Low 415.4782459486 0.0000187316 142.3602922696 61.9542156517 619.7927538699 5.4799587665 Very Low 5.9041560145 Very Low 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000016 0.0000001005 0.0000761839 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0269344664 737712000.0000000000 7884.0000000000 59918400000.0000000000 8711454.3090733420 60664823454.3090744019 0.0000255348 0.0000003276 0.0002460797 Very Low 473.5051910310 0.0000651127 494.8567057547 57.2461948490 1025.6080916347 4.0952789981 Very Low 5.6221049906 Very Low 0.0000000000 0.0148900000 737712000.0000000000 7884.0000000000 59918400000.0000000000 60656112000.0000000000 0.0000058883 0.0000013610 Very Low 64.6802104328 0.0001597715 1214.2637523360 1278.9439627688 14.7995789625 Relatively Low 12.3417814165 Relatively Low Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0006245044 0.0000038327 0.0003492485 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 1.0000000000 0.0312500000 737712000.0000000000 7884.0000000000 59918400000.0000000000 8711454.3090733420 60664823454.3090744019 0.0000083601 0.0000003102 0.0006212585 Very Low 192.7289862509 0.0000764370 580.9212298706 169.1270211135 942.7772372349 9.4618177655 Very Low 10.9242145239 Very Low 1.0000000000 0.0004673635 737712000.0000000000 7884.0000000000 59918400000.0000000000 8711454.3090733420 60664823454.3090744019 0.0006900376 0.0000004601 0.0001622266 Very Low 237.9109428670 0.0000016953 12.8843062101 0.6604918534 251.4557409305 4.4968090785 Very Low 5.3796416501 Very Low 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0006654598 0.0000038734 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 4.0000000000 0.0207448000 737708710.8628113270 7883.9591351862 59918089427.4153594971 60655798138.2781677246 0.0000000070 0.0000040043 Very Low 0.1075487398 0.0006549135 4977.3427848938 4977.4503336337 19.7224171343 Relatively Low 19.9022650650 Relatively Low Insufficient Data Insufficient Data Insufficient Data 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000851 0.0000001057 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating November 2021 0.0000000408 0.0000331733 True 0.0000018765
6 5 T15001021101 Hawaii HI 15 Hawaii County 1 15001 21101 15001021101 3531 365469000.0000000000 1115552.9463470120 41.0551206444 39.6369371498 Very High 99.0514029613 96.6257668712 35.4631324234 Relatively High 97.7453635601 94.4785276074 2244880.4514211570 1569603.2441089998 0.0888473124 675239.5743199890 37.6329921689 35.2805718581 Relatively High 83.0000273575 82.3361823362 2.1180000000 50.7751980000 Relatively Low 9.3859370029 40.0000000000 2.5387599000 Not Applicable Not Applicable Not Applicable 0.0679710120 53358423.6905883327 515.5255139327 3917993905.8884682655 3971352329.5790553093 0.0000009778 0.0000000001 Very Low 3.5462107144 0.0000000023 0.0178004814 3.5640111958 0.5034846073 Very Low 0.5625920420 Very Low 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000021774 0.0000022062 0.0080465986 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000541 No Rating 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0099998512 365469000.0000000000 3531.0000000000 26835600000.0000000000 27201069000.0000000000 0.0008505842 0.0000116917 Very Low 1549795.8000000000 0.0875910700 665692.1319999999 2215487.9320000000 53.9839983966 Very High 68.0399795668 Very High 1.0000000000 0.0312500000 365469000.0000000000 3531.0000000000 26835600000.0000000000 1115552.9463470120 27202184552.9463424683 0.0000180224 0.0000000760 0.0002275779 Very Low 205.8315698678 0.0000083893 63.7587762572 7.9336015953 277.5239477203 4.1923926160 Very Low 4.9971070139 Very Low 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000016 0.0000001005 0.0000761839 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0289855072 365469000.0000000000 3531.0000000000 26835600000.0000000000 1115552.9463470120 27202184552.9463424683 0.0000255348 0.0000003276 0.0002460797 Very Low 270.4974447523 0.0000335331 254.8514731746 7.9569545004 533.3058724274 3.2931774779 Very Low 5.0015747332 Very Low 0.0000000000 0.0148900000 365469000.0000000000 3531.0000000000 26835600000.0000000000 27201069000.0000000000 0.0000058883 0.0000013610 Very Low 32.0431439731 0.0000715567 543.8312163240 575.8743602971 11.3433526973 Very Low 10.4651653429 Relatively Low Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data 142.0000000000 5.9166666660 4828130.5279219840 35.1384012388 267051849.4150594473 0.0000000000 271879979.9429814219 0.0006245044 0.0000038327 0.0003492485 Very Low 17839.8663537918 0.0007968309 6055.9146131274 0.0000000000 23895.7809669192 13.0070200492 Relatively Moderate 13.6546608024 Relatively Moderate 1.0000000000 0.0312500000 365469000.0000000000 3531.0000000000 26835600000.0000000000 1115552.9463470120 27202184552.9463424683 0.0000083601 0.0000003102 0.0006212585 Very Low 95.4796314509 0.0000342338 260.1766695466 21.6577094941 377.3140104915 6.9727783560 Very Low 8.9063071715 Very Low 0.0000000000 0.0003634330 365469000.0000000000 3531.0000000000 26835600000.0000000000 1115552.9463470120 27202184552.9463424683 0.0008889061 0.0000005927 0.0002089802 Very Low 118.0676167774 0.0000007606 5.7804922284 0.0847265791 123.9328355849 3.5520526364 Very Low 4.7010550308 Very Low 13.0000000000 0.0593715740 31437177.7921413518 196.0173546829 1489731895.5901708603 1521169073.3823122978 0.0006654598 0.0000038734 Very Low 1242.0638448472 0.0000450783 342.5948426489 1584.6586874961 12.4708959075 Relatively Moderate 12.2698912376 Relatively Moderate 3.0000000000 0.0188028000 365467633.7354047298 3530.9854379618 26835489328.5099411011 27200956962.2453422546 0.0000000070 0.0000040043 Very Low 0.0482928249 0.0002658574 2020.5164362008 2020.5647290257 14.6032241308 Relatively Low 16.3029908639 Relatively Low Insufficient Data Insufficient Data Insufficient Data 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000851 0.0000001057 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating November 2021 0.0000002677 0.0000337348 True 0.0000507987
7 6 T15007040603 Hawaii HI 15 Kauai County 7 15007 40603 15007040603 2544 509507000.0000000000 3763051.3782403329 15.9289735326 23.8613675670 Relatively Moderate 84.6148558545 84.9693251534 22.2413255033 Relatively Moderate 75.9028856597 83.7423312883 553788.5026946985 159866.0053362670 0.0465200191 353552.1448416796 40370.3525167520 35.0215086434 Relatively Moderate 81.3161710393 79.7720797721 1.9560000000 52.5091980000 Relatively Low 23.5125676106 100.0000000000 2.6254599000 Not Applicable Not Applicable Not Applicable 0.0699710120 59268365.9828897640 295.9306212878 2249072721.7871074677 2308341087.7699966431 0.0000020063 0.0000000001 Very Low 8.3203647759 0.0000000014 0.0109218690 8.3312866448 0.6682062552 Very Low 0.7166933897 Very Low 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000021774 0.0000022062 0.0080465986 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 119.0000000000 6.6111111110 1994468.3763317089 1994468.3763317089 0.0030589604 Relatively Moderate 40334.3876510453 40334.3876510453 9.3173396900 Relatively Moderate 10.0118819196 Relatively Moderate 0.0006288023 509507000.0000000000 2544.0000000000 19334400000.0000000000 19843907000.0000000000 0.0167507621 0.0001397988 Very Low 29888.8000000000 0.0002046000 1554.9600000000 31443.7600000000 13.0703357152 Relatively Low 15.8125293377 Relatively Low 0.0000000000 0.0000000000 509507000.0000000000 2544.0000000000 19334400000.0000000000 3763051.3782403329 19847670051.3782386780 0.0000180224 0.0000000760 0.0002275779 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000016 0.0000001005 0.0000761839 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating 2.0000000000 0.0289855072 509500026.7867159843 2543.9789504995 19334240023.7962799072 3763051.3782403329 19847503101.9612274170 0.0000255348 0.0000003276 0.0002460797 Very Low 377.1002611632 0.0000241596 183.6127961654 26.8408852286 587.5539425572 3.4012529352 Very Low 4.9584510525 Very Low 0.0000000000 0.0148900000 509507000.0000000000 2544.0000000000 19334400000.0000000000 19843907000.0000000000 0.0000058883 0.0000028944 Relatively Low 44.6719315627 0.0001096414 833.2745523849 877.9464839477 13.0553404852 Relatively Low 11.5613443431 Relatively Low Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data Insufficient Data 142.0000000000 5.9166666660 119566421.2469792217 677.5008183296 5149006219.3049850464 0.0000000000 5268572640.5519647598 0.0001804370 0.0000114831 0.0042466231 Very Low 127647.4010480262 0.0460304759 349831.6169989206 0.0000000000 477479.0180469467 35.2957296359 Relatively High 35.5664685650 Very High 1.0000000000 0.0312500000 509507000.0000000000 2544.0000000000 19334400000.0000000000 3763051.3782403329 19847670051.3782386780 0.0000032387 0.0000018297 0.0000727233 Very Low 51.5667080334 0.0001454600 1105.4960019992 8.5519178837 1165.6146279163 10.1552327033 Very Low 12.4507973241 Relatively Low 0.0000000000 0.0002990171 509507000.0000000000 2544.0000000000 19334400000.0000000000 3763051.3782403329 19847670051.3782386780 0.0021625099 0.0000014419 0.0005084021 Very Low 329.4612383326 0.0000010968 8.3360081463 0.5720625944 338.3693090733 4.9645617720 Very Low 6.3071150891 Very Low 3.0000000000 0.0137011320 71084897.0818793178 86.3741073938 656443216.1930950880 727528113.2749742270 0.0015593140 0.0000038734 Relatively Low 1518.6837843730 0.0000045839 34.8375621943 1553.5213465673 12.3886737842 Relatively Moderate 11.6999323670 Relatively Moderate 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0005411070 0.0000037371 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating Insufficient Data Insufficient Data Insufficient Data 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000851 0.0000001057 0.0000000000 No Rating 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 No Expected Annual Losses 0.0000000000 No Rating November 2021 0.0000182039 0.0107280896 True 0.0002521232

33
data/data-pipeline/data_pipeline/tests/sources/national_risk_index/test_etl.py
View file

@ -1,9 +1,7 @@
# pylint: disable=protected-access
from unittest import mock
import pathlib
import requests
from data_pipeline.etl.base import ValidGeoLevel
from data_pipeline.etl.base import ValidGeoLevel
from data_pipeline.etl.sources.national_risk_index.etl import (
NationalRiskIndexETL,
)
@ -36,35 +34,6 @@ class TestNationalRiskIndexETL(TestETL):
"""
super().setup_method(_method=_method, filename=filename)
def _setup_etl_instance_and_run_extract(self, mock_etl, mock_paths):
with mock.patch("data_pipeline.utils.requests") as requests_mock:
zip_file_fixture_src = (
self._DATA_DIRECTORY_FOR_TEST / "NRI_Table_CensusTracts.zip"
)
tmp_path = mock_paths[1]
# Create mock response.
with open(zip_file_fixture_src, mode="rb") as file:
file_contents = file.read()
response_mock = requests.Response()
response_mock.status_code = 200
# pylint: disable=protected-access
response_mock._content = file_contents
# Return text fixture:
requests_mock.get = mock.MagicMock(return_value=response_mock)
# Instantiate the ETL class.
etl = NationalRiskIndexETL()
# Monkey-patch the temporary directory to the one used in the test
etl.TMP_PATH = tmp_path
# Run the extract method.
etl.extract()
return etl
def test_init(self, mock_etl, mock_paths):
"""Tests that the mock NationalRiskIndexETL class instance was
initiliazed correctly.

0
data/data-pipeline/data_pipeline/tests/sources/nlcd_nature_deprived/__init__.py Normal file
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data/data-pipeline/data_pipeline/tests/sources/nlcd_nature_deprived/data/extract.csv Normal file
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@ -0,0 +1,16 @@
GEOID10,SF,CF,P200_PFS,CA_LT20,TractAcres,AcresCrops,PctCrops,PctImperv,PctNatural,PctNat90,ImpOrCrop,LowInAndEd,NatureDep,GEOID10_TRACT
6027000800,California,Inyo County,0.6700000000,1,4374150.0000000000,833.5350000000,0.0190559000,0.2995360000,99.6814000000,0,0,1,0,06027000800
6069000802,California,San Benito County,0.3700000000,1,738261.0000000000,4498.8200000000,0.6093810000,0.1123740000,99.2782000000,0,0,0,0,06069000802
6061021322,California,Placer County,0.2500000000,1,63993.3000000000,25309.6000000000,39.5504000000,2.9274100000,57.5222000000,0,1,0,0,06061021322
15001021010,Hawaii,Hawaii County,0.3700000000,1,63993.3000000000,25309.6000000000,39.5504000000,2.9274100000,57.5222000000,0,1,0,0,15001021010
15001021101,Hawaii,Hawaii County,0.3700000000,1,63993.3000000000,25309.6000000000,39.5504000000,2.9274100000,57.5222000000,0,1,0,0,15001021101
15007040603,Hawaii,Hawaii County,0.3700000000,1,63993.3000000000,25309.6000000000,39.5504000000,2.9274100000,57.5222000000,0,1,0,0,15007040603
15007040700,Hawaii,Hawaii County,0.3700000000,1,63993.3000000000,25309.6000000000,39.5504000000,2.9274100000,57.5222000000,0,1,0,0,15007040700
15009030100,Hawaii,Hawaii County,0.3700000000,1,63993.3000000000,25309.6000000000,39.5504000000,2.9274100000,57.5222000000,0,1,0,0,15009030100
15009030201,Hawaii,Hawaii County,0.3700000000,1,63993.3000000000,25309.6000000000,39.5504000000,2.9274100000,57.5222000000,0,1,0,0,15009030201
15001021402,Hawaii,Hawaii County,0.3700000000,1,63993.3000000000,25309.6000000000,39.5504000000,2.9274100000,57.5222000000,0,1,0,0,15001021402
15001021800,Hawaii,Hawaii County,0.3700000000,1,63993.3000000000,25309.6000000000,39.5504000000,2.9274100000,57.5222000000,0,1,0,0,15001021800
15009030402,Hawaii,Hawaii County,0.3700000000,1,63993.3000000000,25309.6000000000,39.5504000000,2.9274100000,57.5222000000,0,1,0,0,15009030402
15009030800,Hawaii,Hawaii County,0.3700000000,1,63993.3000000000,25309.6000000000,39.5504000000,2.9274100000,57.5222000000,0,1,0,0,15009030800
15003010201,Hawaii,Hawaii County,0.3700000000,1,63993.3000000000,25309.6000000000,39.5504000000,2.9274100000,57.5222000000,0,1,0,0,15003010201
15007040604,Hawaii,Hawaii County,0.3700000000,1,63993.3000000000,25309.6000000000,39.5504000000,2.9274100000,57.5222000000,0,1,0,0,15007040604
1 GEOID10 SF CF P200_PFS CA_LT20 TractAcres AcresCrops PctCrops PctImperv PctNatural PctNat90 ImpOrCrop LowInAndEd NatureDep GEOID10_TRACT
2 6027000800 California Inyo County 0.6700000000 1 4374150.0000000000 833.5350000000 0.0190559000 0.2995360000 99.6814000000 0 0 1 0 06027000800
3 6069000802 California San Benito County 0.3700000000 1 738261.0000000000 4498.8200000000 0.6093810000 0.1123740000 99.2782000000 0 0 0 0 06069000802
4 6061021322 California Placer County 0.2500000000 1 63993.3000000000 25309.6000000000 39.5504000000 2.9274100000 57.5222000000 0 1 0 0 06061021322
5 15001021010 Hawaii Hawaii County 0.3700000000 1 63993.3000000000 25309.6000000000 39.5504000000 2.9274100000 57.5222000000 0 1 0 0 15001021010
6 15001021101 Hawaii Hawaii County 0.3700000000 1 63993.3000000000 25309.6000000000 39.5504000000 2.9274100000 57.5222000000 0 1 0 0 15001021101
7 15007040603 Hawaii Hawaii County 0.3700000000 1 63993.3000000000 25309.6000000000 39.5504000000 2.9274100000 57.5222000000 0 1 0 0 15007040603
8 15007040700 Hawaii Hawaii County 0.3700000000 1 63993.3000000000 25309.6000000000 39.5504000000 2.9274100000 57.5222000000 0 1 0 0 15007040700
9 15009030100 Hawaii Hawaii County 0.3700000000 1 63993.3000000000 25309.6000000000 39.5504000000 2.9274100000 57.5222000000 0 1 0 0 15009030100
10 15009030201 Hawaii Hawaii County 0.3700000000 1 63993.3000000000 25309.6000000000 39.5504000000 2.9274100000 57.5222000000 0 1 0 0 15009030201
11 15001021402 Hawaii Hawaii County 0.3700000000 1 63993.3000000000 25309.6000000000 39.5504000000 2.9274100000 57.5222000000 0 1 0 0 15001021402
12 15001021800 Hawaii Hawaii County 0.3700000000 1 63993.3000000000 25309.6000000000 39.5504000000 2.9274100000 57.5222000000 0 1 0 0 15001021800
13 15009030402 Hawaii Hawaii County 0.3700000000 1 63993.3000000000 25309.6000000000 39.5504000000 2.9274100000 57.5222000000 0 1 0 0 15009030402
14 15009030800 Hawaii Hawaii County 0.3700000000 1 63993.3000000000 25309.6000000000 39.5504000000 2.9274100000 57.5222000000 0 1 0 0 15009030800
15 15003010201 Hawaii Hawaii County 0.3700000000 1 63993.3000000000 25309.6000000000 39.5504000000 2.9274100000 57.5222000000 0 1 0 0 15003010201
16 15007040604 Hawaii Hawaii County 0.3700000000 1 63993.3000000000 25309.6000000000 39.5504000000 2.9274100000 57.5222000000 0 1 0 0 15007040604

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