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>
2025-08-06 07:14:18 -07:00 · 2022-08-10 16:02:59 -04:00 · 2022-08-10 16:02:59 -04:00 · 97e17546cc
commit 97e17546cc
parent baa591a6c6
28 changed files with 455 additions and 189 deletions
--- a/data/data-pipeline/data_pipeline/tests/sources/national_risk_index/data/NRI_Table_CensusTracts.zip
+++ b/data/data-pipeline/data_pipeline/tests/sources/national_risk_index/data/NRI_Table_CensusTracts.zip
--- a/data/data-pipeline/data_pipeline/tests/sources/national_risk_index/data/extract.csv
+++ b/data/data-pipeline/data_pipeline/tests/sources/national_risk_index/data/extract.csv
@ -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
--- a/data/data-pipeline/data_pipeline/tests/sources/national_risk_index/data/output.csv
+++ b/data/data-pipeline/data_pipeline/tests/sources/national_risk_index/data/output.csv
@ -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
--- a/data/data-pipeline/data_pipeline/tests/sources/national_risk_index/data/transform.csv
+++ b/data/data-pipeline/data_pipeline/tests/sources/national_risk_index/data/transform.csv
@ -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
--- a/data/data-pipeline/data_pipeline/tests/sources/national_risk_index/test_etl.py
+++ b/data/data-pipeline/data_pipeline/tests/sources/national_risk_index/test_etl.py
@ -1,7 +1,5 @@
 # pylint: disable=protected-access
-from unittest import mock
 import pathlib
-import requests
 from data_pipeline.etl.base import ValidGeoLevel

 from data_pipeline.etl.sources.national_risk_index.etl import (
@ -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.