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

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* should be working, has unnecessary loggers

* removing loggers and cleaning up

* updating ejscreen tests

* adding tests and responding to PR feedback

* fixing broken smoke test

* delete smoketest docs
This commit is contained in:
Lucas Merrill Brown 2022-09-26 11:00:21 -04:00 • committed by GitHub
commit 9fb9874a15
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13 changed files with 150 additions and 75 deletions
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32
data/data-pipeline/data_pipeline/tests/sources/ejscreen/data/output.csv
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@ -1,16 +1,16 @@
GEOID10_TRACT,Total population,Air toxics cancer risk,Respiratory hazard index,Diesel particulate matter exposure,PM2.5 in the air,Ozone,Traffic proximity and volume,Proximity to Risk Management Plan (RMP) facilities,Proximity to hazardous waste sites,Proximity to NPL sites,Wastewater discharge,Percent of households in linguistic isolation,Poverty (Less than 200% of federal poverty line),Individuals over 64 years old,Individuals under 5 years old,Percent pre-1960s housing (lead paint indicator),Leaky underground storage tanks
06027000800,3054,20.0000000000,0.2000000000,0.0162608457,5.9332945205,59.8143830065,134.3731709435,0.0161739005,0.0231458734,0.0088169702,0.0000000476,0.0943661972,0.4021269525,0.2445972495,0.0422396857,0.3691340106,0.0271801764
06061021322,20899,30.0000000000,0.5000000000,0.1849562857,12.1102756164,52.7832287582,12.5173455346,0.4515663958,0.2027045525,0.0687928975,0.2667203153,0.0343563903,0.1859250743,0.1406287382,0.0683764773,0.0334588644,0.0258826940
06069000802,3049,20.0000000000,0.2000000000,0.0375346206,7.4113546849,47.0434058824,15.7944927934,0.0811927061,0.1674220356,0.0396183204,,0.0324607330,0.2453201970,0.1534929485,0.0787143326,0.3485254692,0.0102735941
15001021010,8606,10.0000000000,0.1000000000,0.0067389217,,,0.1074143214,0.0478749209,0.0931096253,0.0027318608,,0.0109090909,0.5159562078,0.1992795724,0.0366023704,0.0112496943,0.0259838494
15001021101,3054,10.0000000000,0.1000000000,0.0033713587,,,1.7167679255,0.2484740667,0.2746856427,0.0025910486,,0.0194426442,0.4755657593,0.2976424361,0.0301244270,0.0168539326,0.0375389154
15001021402,3778,10.0000000000,0.1000000000,0.0131608945,,,635.9981128640,0.0225482603,0.6278707343,0.0033357209,,0.0407569141,0.1877496671,0.2469560614,0.0751720487,0.1743524953,0.5088713177
15001021800,5998,10.0000000000,0.1000000000,0.0049503455,,,0.0743045071,0.0402733327,0.0410968274,0.0038298946,,0.0359848485,0.2698678267,0.2352450817,0.0586862287,0.1676168757,0.1071290552
15003010201,4936,10.0000000000,0.1000000000,0.0171119880,,,1493.8870892160,0.0548137804,0.4080845621,0.0694550700,,0.0340041638,0.2999166319,0.1318881686,0.0964343598,0.2131062951,0.0995447326
15007040603,2984,10.0000000000,0.1000000000,0.0225796264,,,255.5966484444,0.1042895043,0.5200441984,0.0065810172,,0.0311909263,0.2676292814,0.2533512064,0.0563002681,0.0935077519,0.1610354485
15007040604,3529,10.0000000000,0.1000000000,0.0297040750,,,464.0468169721,0.1282189641,0.3810520320,0.0064334940,,0.0353833193,0.3687102371,0.1790875602,0.0943610088,0.1981538462,0.2277699060
15007040700,9552,10.0000000000,0.1000000000,0.0120486502,,,829.6297843840,0.2776903565,0.5315584393,0.0062317499,,0.0328151986,0.2079176730,0.1920016750,0.0808207705,0.1049120679,0.8605507426
15009030100,1405,10.0000000000,0.1000000000,0.0026846006,,,,0.0398066625,0.0329594792,0.0046765532,,0.0000000000,0.2911208151,0.2434163701,0.0882562278,0.2135678392,0.0973247551
15009030201,2340,10.0000000000,0.1000000000,0.0063521816,,,7.0868595222,0.1292001112,0.0908033666,0.0053511202,,0.0000000000,0.2677266867,0.2367521368,0.0641025641,0.0928229665,0.0098923140
15009030402,8562,10.0000000000,0.1000000000,0.0153866969,,,233.6880574427,0.6633705951,0.5914191729,0.0055146115,,0.0122641509,0.1792805419,0.1810324690,0.0463676711,0.0760149726,0.4432670413
15009030800,7879,10.0000000000,0.1000000000,0.0169064550,,,575.9991000531,1.0347888110,0.5999348163,0.0061499864,0.0008675195,0.0013422819,0.1386100877,0.1303464907,0.0753902780,0.1220556745,0.0263640121
GEOID10_TRACT,Air toxics cancer risk,Respiratory hazard index,Diesel particulate matter exposure,PM2.5 in the air,Ozone,Traffic proximity and volume,Proximity to Risk Management Plan (RMP) facilities,Proximity to hazardous waste sites,Proximity to NPL sites,Wastewater discharge,Percent of households in linguistic isolation,Poverty (Less than 200% of federal poverty line),Individuals over 64 years old,Individuals under 5 years old,Percent pre-1960s housing (lead paint indicator),Leaky underground storage tanks
06027000800,20.0000000000,0.2000000000,0.0162608457,5.9332945205,59.8143830065,134.3731709435,0.0161739005,0.0231458734,0.0088169702,0.0000000476,0.0943661972,0.4021269525,0.2445972495,0.0422396857,0.3691340106,0.0271801764
06061021322,30.0000000000,0.5000000000,0.1849562857,12.1102756164,52.7832287582,12.5173455346,0.4515663958,0.2027045525,0.0687928975,0.2667203153,0.0343563903,0.1859250743,0.1406287382,0.0683764773,0.0334588644,0.0258826940
06069000802,20.0000000000,0.2000000000,0.0375346206,7.4113546849,47.0434058824,15.7944927934,0.0811927061,0.1674220356,0.0396183204,,0.0324607330,0.2453201970,0.1534929485,0.0787143326,0.3485254692,0.0102735941
15001021010,10.0000000000,0.1000000000,0.0067389217,,,0.1074143214,0.0478749209,0.0931096253,0.0027318608,,0.0109090909,0.5159562078,0.1992795724,0.0366023704,0.0112496943,0.0259838494
15001021101,10.0000000000,0.1000000000,0.0033713587,,,1.7167679255,0.2484740667,0.2746856427,0.0025910486,,0.0194426442,0.4755657593,0.2976424361,0.0301244270,0.0168539326,0.0375389154
15001021402,10.0000000000,0.1000000000,0.0131608945,,,635.9981128640,0.0225482603,0.6278707343,0.0033357209,,0.0407569141,0.1877496671,0.2469560614,0.0751720487,0.1743524953,0.5088713177
15001021800,10.0000000000,0.1000000000,0.0049503455,,,0.0743045071,0.0402733327,0.0410968274,0.0038298946,,0.0359848485,0.2698678267,0.2352450817,0.0586862287,0.1676168757,0.1071290552
15003010201,10.0000000000,0.1000000000,0.0171119880,,,1493.8870892160,0.0548137804,0.4080845621,0.0694550700,,0.0340041638,0.2999166319,0.1318881686,0.0964343598,0.2131062951,0.0995447326
15007040603,10.0000000000,0.1000000000,0.0225796264,,,255.5966484444,0.1042895043,0.5200441984,0.0065810172,,0.0311909263,0.2676292814,0.2533512064,0.0563002681,0.0935077519,0.1610354485
15007040604,10.0000000000,0.1000000000,0.0297040750,,,464.0468169721,0.1282189641,0.3810520320,0.0064334940,,0.0353833193,0.3687102371,0.1790875602,0.0943610088,0.1981538462,0.2277699060
15007040700,10.0000000000,0.1000000000,0.0120486502,,,829.6297843840,0.2776903565,0.5315584393,0.0062317499,,0.0328151986,0.2079176730,0.1920016750,0.0808207705,0.1049120679,0.8605507426
15009030100,10.0000000000,0.1000000000,0.0026846006,,,,0.0398066625,0.0329594792,0.0046765532,,0.0000000000,0.2911208151,0.2434163701,0.0882562278,0.2135678392,0.0973247551
15009030201,10.0000000000,0.1000000000,0.0063521816,,,7.0868595222,0.1292001112,0.0908033666,0.0053511202,,0.0000000000,0.2677266867,0.2367521368,0.0641025641,0.0928229665,0.0098923140
15009030402,10.0000000000,0.1000000000,0.0153866969,,,233.6880574427,0.6633705951,0.5914191729,0.0055146115,,0.0122641509,0.1792805419,0.1810324690,0.0463676711,0.0760149726,0.4432670413
15009030800,10.0000000000,0.1000000000,0.0169064550,,,575.9991000531,1.0347888110,0.5999348163,0.0061499864,0.0008675195,0.0013422819,0.1386100877,0.1303464907,0.0753902780,0.1220556745,0.0263640121

1 GEOID10_TRACT Total population Air toxics cancer risk Respiratory hazard index Diesel particulate matter exposure PM2.5 in the air Ozone Traffic proximity and volume Proximity to Risk Management Plan (RMP) facilities Proximity to hazardous waste sites Proximity to NPL sites Wastewater discharge Percent of households in linguistic isolation Poverty (Less than 200% of federal poverty line) Individuals over 64 years old Individuals under 5 years old Percent pre-1960s housing (lead paint indicator) Leaky underground storage tanks
2 06027000800 3054 20.0000000000 0.2000000000 0.0162608457 5.9332945205 59.8143830065 134.3731709435 0.0161739005 0.0231458734 0.0088169702 0.0000000476 0.0943661972 0.4021269525 0.2445972495 0.0422396857 0.3691340106 0.0271801764
3 06061021322 20899 30.0000000000 0.5000000000 0.1849562857 12.1102756164 52.7832287582 12.5173455346 0.4515663958 0.2027045525 0.0687928975 0.2667203153 0.0343563903 0.1859250743 0.1406287382 0.0683764773 0.0334588644 0.0258826940
4 06069000802 3049 20.0000000000 0.2000000000 0.0375346206 7.4113546849 47.0434058824 15.7944927934 0.0811927061 0.1674220356 0.0396183204 0.0324607330 0.2453201970 0.1534929485 0.0787143326 0.3485254692 0.0102735941
5 15001021010 8606 10.0000000000 0.1000000000 0.0067389217 0.1074143214 0.0478749209 0.0931096253 0.0027318608 0.0109090909 0.5159562078 0.1992795724 0.0366023704 0.0112496943 0.0259838494
6 15001021101 3054 10.0000000000 0.1000000000 0.0033713587 1.7167679255 0.2484740667 0.2746856427 0.0025910486 0.0194426442 0.4755657593 0.2976424361 0.0301244270 0.0168539326 0.0375389154
7 15001021402 3778 10.0000000000 0.1000000000 0.0131608945 635.9981128640 0.0225482603 0.6278707343 0.0033357209 0.0407569141 0.1877496671 0.2469560614 0.0751720487 0.1743524953 0.5088713177
8 15001021800 5998 10.0000000000 0.1000000000 0.0049503455 0.0743045071 0.0402733327 0.0410968274 0.0038298946 0.0359848485 0.2698678267 0.2352450817 0.0586862287 0.1676168757 0.1071290552
9 15003010201 4936 10.0000000000 0.1000000000 0.0171119880 1493.8870892160 0.0548137804 0.4080845621 0.0694550700 0.0340041638 0.2999166319 0.1318881686 0.0964343598 0.2131062951 0.0995447326
10 15007040603 2984 10.0000000000 0.1000000000 0.0225796264 255.5966484444 0.1042895043 0.5200441984 0.0065810172 0.0311909263 0.2676292814 0.2533512064 0.0563002681 0.0935077519 0.1610354485
11 15007040604 3529 10.0000000000 0.1000000000 0.0297040750 464.0468169721 0.1282189641 0.3810520320 0.0064334940 0.0353833193 0.3687102371 0.1790875602 0.0943610088 0.1981538462 0.2277699060
12 15007040700 9552 10.0000000000 0.1000000000 0.0120486502 829.6297843840 0.2776903565 0.5315584393 0.0062317499 0.0328151986 0.2079176730 0.1920016750 0.0808207705 0.1049120679 0.8605507426
13 15009030100 1405 10.0000000000 0.1000000000 0.0026846006 0.0398066625 0.0329594792 0.0046765532 0.0000000000 0.2911208151 0.2434163701 0.0882562278 0.2135678392 0.0973247551
14 15009030201 2340 10.0000000000 0.1000000000 0.0063521816 7.0868595222 0.1292001112 0.0908033666 0.0053511202 0.0000000000 0.2677266867 0.2367521368 0.0641025641 0.0928229665 0.0098923140
15 15009030402 8562 10.0000000000 0.1000000000 0.0153866969 233.6880574427 0.6633705951 0.5914191729 0.0055146115 0.0122641509 0.1792805419 0.1810324690 0.0463676711 0.0760149726 0.4432670413
16 15009030800 7879 10.0000000000 0.1000000000 0.0169064550 575.9991000531 1.0347888110 0.5999348163 0.0061499864 0.0008675195 0.0013422819 0.1386100877 0.1303464907 0.0753902780 0.1220556745 0.0263640121

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data/data-pipeline/data_pipeline/tests/sources/ejscreen/data/transform.csv
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@ -1,4 +1,4 @@
OBJECTID,GEOID10_TRACT,Total population,ACSIPOVBAS,ACSEDUCBAS,ACSTOTHH,ACSTOTHU,ACSUNEMPBAS,MINORPOP,MINORPCT,LOWINCOME,Poverty (Less than 200% of federal poverty line),LESSHS,LESSHSPCT,LINGISO,Percent of households in linguistic isolation,UNDER5,Individuals under 5 years old,OVER64,Individuals over 64 years old,UNEMP,UNEMPPCT,PRE1960,Percent pre-1960s housing (lead paint indicator),VULEOPCT,VULSVI6PCT,VULEO,VULSVI6,DISPEO,DISPSVI6,Diesel particulate matter exposure,Air toxics cancer risk,Respiratory hazard index,Traffic proximity and volume,Wastewater discharge,Proximity to NPL sites,Proximity to Risk Management Plan (RMP) facilities,Proximity to hazardous waste sites,Ozone,PM2.5 in the air,Leaky underground storage tanks,D_LDPNT_2,D_DSLPM_2,D_CANCR_2,D_RESP_2,D_PTRAF_2,D_PWDIS_2,D_PNPL_2,D_PRMP_2,D_PTSDF_2,D_OZONE_2,D_PM25_2,D_UST_2,STATE_NAME,ST_ABBREV,REGION,P_MINORPCT,P_LWINCPCT,P_LESHSPCT,P_LNGISPCT,P_UNDR5PCT,P_OVR64PCT,P_UNEMP,P_UNEMPPCT,P_LDPNT,P_VULEOPCT,P_VULSVI6PCT,P_VULSVI6,P_DISPSVI6,P_DSLPM,P_CANCR,P_RESP,P_PTRAF,P_PWDIS,P_PNPL,P_PRMP,P_PTSDF,P_OZONE,P_PM25,P_UST,P_LDPNT_D2,P_DSLPM_D2,P_CANCR_D2,P_RESP_D2,P_PTRAF_D2,P_PWDIS_D2,P_PNPL_D2,P_PRMP_D2,P_PTSDF_D2,P_OZONE_D2,P_PM25_D2,P_UST_D2,B_MINORPCT,B_LWINCPCT,B_LESHSPCT,B_LNGISPCT,B_UNDR5PCT,B_OVR64PCT,B_UNEMP,B_UNEMPPCT,B_LDPNT,B_VULEOPCT,B_VULSVI6PCT,B_VULSVI6,B_DISPSVI6,B_DSLPM,B_CANCR,B_RESP,B_PTRAF,B_PWDIS,B_PNPL,B_PRMP,B_PTSDF,B_OZONE,B_PM25,B_UST,B_LDPNT_D2,B_DSLPM_D2,B_CANCR_D2,B_RESP_D2,B_PTRAF_D2,B_PWDIS_D2,B_PNPL_D2,B_PRMP_D2,B_PTSDF_D2,B_OZONE_D2,B_PM25_D2,B_UST_D2,T_MINORPCT,T_LWINCPCT,T_LESHSPCT,T_LNGISPCT,T_UNDR5PCT,T_OVR64PCT,T_UNEMPPCT,T_VULEOPCT,T_LDPNT,T_LDPNT_D2,T_DSLPM,T_DSLPM_D2,T_CANCR,T_CANCR_D2,T_RESP,T_RESP_D2,T_PTRAF,T_PTRAF_D2,T_PWDIS,T_PWDIS_D2,T_PNPL,T_PNPL_D2,T_PRMP,T_PRMP_D2,T_PTSDF,T_PTSDF_D2,T_OZONE,T_OZONE_D2,T_PM25,T_PM25_D2,T_UST,T_UST_D2,AREALAND,AREAWATER,NPL_CNT,TSDF_CNT,Shape_Length,Shape_Area
OBJECTID,GEOID10_TRACT,ACSTOTPOP,ACSIPOVBAS,ACSEDUCBAS,ACSTOTHH,ACSTOTHU,ACSUNEMPBAS,MINORPOP,MINORPCT,LOWINCOME,Poverty (Less than 200% of federal poverty line),LESSHS,LESSHSPCT,LINGISO,Percent of households in linguistic isolation,UNDER5,Individuals under 5 years old,OVER64,Individuals over 64 years old,UNEMP,UNEMPPCT,PRE1960,Percent pre-1960s housing (lead paint indicator),VULEOPCT,VULSVI6PCT,VULEO,VULSVI6,DISPEO,DISPSVI6,Diesel particulate matter exposure,Air toxics cancer risk,Respiratory hazard index,Traffic proximity and volume,Wastewater discharge,Proximity to NPL sites,Proximity to Risk Management Plan (RMP) facilities,Proximity to hazardous waste sites,Ozone,PM2.5 in the air,Leaky underground storage tanks,D_LDPNT_2,D_DSLPM_2,D_CANCR_2,D_RESP_2,D_PTRAF_2,D_PWDIS_2,D_PNPL_2,D_PRMP_2,D_PTSDF_2,D_OZONE_2,D_PM25_2,D_UST_2,STATE_NAME,ST_ABBREV,REGION,P_MINORPCT,P_LWINCPCT,P_LESHSPCT,P_LNGISPCT,P_UNDR5PCT,P_OVR64PCT,P_UNEMP,P_UNEMPPCT,P_LDPNT,P_VULEOPCT,P_VULSVI6PCT,P_VULSVI6,P_DISPSVI6,P_DSLPM,P_CANCR,P_RESP,P_PTRAF,P_PWDIS,P_PNPL,P_PRMP,P_PTSDF,P_OZONE,P_PM25,P_UST,P_LDPNT_D2,P_DSLPM_D2,P_CANCR_D2,P_RESP_D2,P_PTRAF_D2,P_PWDIS_D2,P_PNPL_D2,P_PRMP_D2,P_PTSDF_D2,P_OZONE_D2,P_PM25_D2,P_UST_D2,B_MINORPCT,B_LWINCPCT,B_LESHSPCT,B_LNGISPCT,B_UNDR5PCT,B_OVR64PCT,B_UNEMP,B_UNEMPPCT,B_LDPNT,B_VULEOPCT,B_VULSVI6PCT,B_VULSVI6,B_DISPSVI6,B_DSLPM,B_CANCR,B_RESP,B_PTRAF,B_PWDIS,B_PNPL,B_PRMP,B_PTSDF,B_OZONE,B_PM25,B_UST,B_LDPNT_D2,B_DSLPM_D2,B_CANCR_D2,B_RESP_D2,B_PTRAF_D2,B_PWDIS_D2,B_PNPL_D2,B_PRMP_D2,B_PTSDF_D2,B_OZONE_D2,B_PM25_D2,B_UST_D2,T_MINORPCT,T_LWINCPCT,T_LESHSPCT,T_LNGISPCT,T_UNDR5PCT,T_OVR64PCT,T_UNEMPPCT,T_VULEOPCT,T_LDPNT,T_LDPNT_D2,T_DSLPM,T_DSLPM_D2,T_CANCR,T_CANCR_D2,T_RESP,T_RESP_D2,T_PTRAF,T_PTRAF_D2,T_PWDIS,T_PWDIS_D2,T_PNPL,T_PNPL_D2,T_PRMP,T_PRMP_D2,T_PTSDF,T_PTSDF_D2,T_OZONE,T_OZONE_D2,T_PM25,T_PM25_D2,T_UST,T_UST_D2,AREALAND,AREAWATER,NPL_CNT,TSDF_CNT,Shape_Length,Shape_Area
4529,06027000800,3054,3009,2337,1420,2067,1443,1218,0.3988212181,1210,0.4021269525,475,0.2032520325,134,0.0943661972,129,0.0422396857,747,0.2445972495,62,0.0429660430,763,0.3691340106,0.4004740853,0.2309005559,1223.0478564307,705.1702977293,135.9429095904,144.8520486255,0.0162608457,20.0000000000,0.2000000000,134.3731709435,0.0000000476,0.0088169702,0.0161739005,0.0231458734,59.8143830065,5.9332945205,0.0271801764,50.1811514356,2.2105466749,2718.8581918080,27.1885819181,18267.0798289539,0.0000064773,1.1986045786,2.1987270931,3.1465173743,8131.3412612630,806.5893205801,3.6949522625,California,CA,9,58.2565807824,70.8357682483,82.0300855712,83.4211514441,22.4791060804,91.4310072487,20.6342392033,44.8003303446,69.4492207493,64.4805710566,73.9747591523,41.2001973366,69.9936559849,0.4881982980,32.2031638835,14.4688811492,33.6358789383,2.7793036790,3.1380644255,0.3541522801,2.0598614138,97.6642425963,3.6388096802,6.3535808084,71.4956721564,59.1319320934,61.5316181718,60.9745786385,62.4689837463,62.0864910202,59.8317854029,59.0710337447,59.2599060994,64.9284478117,62.2619591744,60.9702180540,6,8,9,9,3,10,3,5,7,7,8,5,7,1,4,2,4,1,1,1,1,11,1,1,8,6,7,7,7,7,6,6,6,7,7,7,40% (58%ile),40% (70%ile),20% (82%ile),9% (83%ile),4% (22%ile),24% (91%ile),4% (44%ile),40% (64%ile),0.37 = fraction pre-1960 (69%ile),71%ile,0.0163 ug/m3 (0%ile),59%ile,20 lifetime risk per million (32%ile),61%ile,0.2 (14%ile),60%ile,130 daily vehicles/meters distance (33%ile),62%ile,0.000000048 toxicity-weighted concentration/meters distance (2%ile),62%ile,0.0088 sites/km distance (3%ile),59%ile,0.016 facilities/km distance (0%ile),59%ile,0.023 facilities/km distance (2%ile),59%ile,59.8 ppb (97%ile),64%ile,5.93 ug/m3 (3%ile),62%ile,0.027 facilities/sq km area (6%ile),60%ile,17743852489.0000000000,41257887.0000000000,0,1,969231.5231135677,27404749177.8422279358
8028,06061021322,20899,20874,13290,6549,6904,9172,9199,0.4401646012,3881,0.1859250743,825,0.0620767494,225,0.0343563903,1429,0.0683764773,2939,0.1406287382,312,0.0340165722,231,0.0334588644,0.3130448377,0.1552546718,6542.3240634282,3244.6673856589,-896.9052371663,-589.6780917541,0.1849562857,30.0000000000,0.5000000000,12.5173455346,0.2667203153,0.0687928975,0.4515663958,0.2027045525,52.7832287582,12.1102756164,0.0258826940,-30.0094307337,-165.8882612555,-26907.1571149896,-448.4526185832,-11226.8727654026,-239.2228476257,-61.7007100657,-405.0122653138,-181.8067747336,-47341.5543077505,-10861.7696239112,-23.2143238368,California,CA,9,61.7694531724,28.3124099080,32.2625612545,63.3138029183,65.9392366308,44.1611446180,92.1063805127,31.2336817151,19.3531578232,52.0599864076,48.1147912182,98.1253263672,8.5598852754,35.4160437794,83.7767623034,95.2520218071,6.7786023570,88.6613290583,53.5138135020,56.0049245976,28.8270859466,89.7745222973,94.2035706464,6.2511191138,43.0185694890,24.7769097248,17.2770098374,9.5647689629,49.9350307593,5.0850465016,20.5837755437,15.4478896201,34.6338200533,14.8104044330,10.3206402564,53.0011626680,7,3,4,7,7,5,10,4,2,6,5,11,1,4,9,11,1,9,6,6,3,9,10,1,5,3,2,1,5,1,3,2,4,2,2,6,44% (61%ile),19% (28%ile),6% (32%ile),3% (63%ile),7% (65%ile),14% (44%ile),3% (31%ile),31% (52%ile),0.033 = fraction pre-1960 (19%ile),43%ile,0.185 ug/m3 (35%ile),24%ile,30 lifetime risk per million (83%ile),17%ile,0.5 (95%ile),9%ile,13 daily vehicles/meters distance (6%ile),49%ile,0.27 toxicity-weighted concentration/meters distance (88%ile),5%ile,0.069 sites/km distance (53%ile),20%ile,0.45 facilities/km distance (56%ile),15%ile,0.2 facilities/km distance (28%ile),34%ile,52.8 ppb (89%ile),14%ile,12.1 ug/m3 (94%ile),10%ile,0.026 facilities/sq km area (6%ile),53%ile,258653359.0000000000,119890.0000000000,0,0,124755.3452199987,427225089.6229769588
8849,06069000802,3049,3045,2076,955,1119,1493,1247,0.4089865530,747,0.2453201970,307,0.1478805395,31,0.0324607330,240,0.0787143326,468,0.1534929485,93,0.0622906899,390,0.3485254692,0.3271533750,0.1778092173,997.4906403941,542.1403034316,-87.8345013597,-17.2605942492,0.0375346206,20.0000000000,0.2000000000,15.7944927934,,0.0396183204,0.0811927061,0.1674220356,47.0434058824,7.4113546849,0.0102735941,-30.6125607956,-3.2968346872,-1756.6900271942,-17.5669002719,-1387.3013987358,,-3.4798554127,-7.1315208575,-14.7054310128,-4132.0340979390,-650.9726431509,-0.9023760119,California,CA,9,59.1858457424,41.3904741949,69.9513617378,62.0187896062,79.0518001240,52.1216510370,37.3180569516,68.3483551403,67.5701406274,54.3994266601,57.9926859232,26.1831217492,58.7612911558,2.0014414700,32.2031638835,14.4688811492,8.1570460385,,34.5749415665,10.3739430074,25.1131375379,84.5333172848,19.2864164585,4.9410824602,42.8621394303,58.0471933934,56.5430390950,57.0023528116,55.7266348497,,54.6373148803,57.1359685902,54.8116596007,56.2167239668,56.9568759225,56.2801621878,6,5,7,7,8,6,4,7,7,6,6,3,6,1,4,2,1,0,4,2,3,9,2,1,5,6,6,6,6,0,6,6,6,6,6,6,41% (59%ile),25% (41%ile),15% (69%ile),3% (62%ile),8% (79%ile),15% (52%ile),6% (68%ile),33% (54%ile),0.35 = fraction pre-1960 (67%ile),42%ile,0.0375 ug/m3 (2%ile),58%ile,20 lifetime risk per million (32%ile),56%ile,0.2 (14%ile),57%ile,16 daily vehicles/meters distance (8%ile),55%ile,,,0.04 sites/km distance (34%ile),54%ile,0.081 facilities/km distance (10%ile),57%ile,0.17 facilities/km distance (25%ile),54%ile,47 ppb (84%ile),56%ile,7.41 ug/m3 (19%ile),56%ile,0.01 facilities/sq km area (4%ile),56%ile,2987635876.0000000000,3272257.0000000000,1,0,422237.6856758550,4643687820.1565904617

1 OBJECTID GEOID10_TRACT Total population ACSTOTPOP ACSIPOVBAS ACSEDUCBAS ACSTOTHH ACSTOTHU ACSUNEMPBAS MINORPOP MINORPCT LOWINCOME Poverty (Less than 200% of federal poverty line) LESSHS LESSHSPCT LINGISO Percent of households in linguistic isolation UNDER5 Individuals under 5 years old OVER64 Individuals over 64 years old UNEMP UNEMPPCT PRE1960 Percent pre-1960s housing (lead paint indicator) VULEOPCT VULSVI6PCT VULEO VULSVI6 DISPEO DISPSVI6 Diesel particulate matter exposure Air toxics cancer risk Respiratory hazard index Traffic proximity and volume Wastewater discharge Proximity to NPL sites Proximity to Risk Management Plan (RMP) facilities Proximity to hazardous waste sites Ozone PM2.5 in the air Leaky underground storage tanks D_LDPNT_2 D_DSLPM_2 D_CANCR_2 D_RESP_2 D_PTRAF_2 D_PWDIS_2 D_PNPL_2 D_PRMP_2 D_PTSDF_2 D_OZONE_2 D_PM25_2 D_UST_2 STATE_NAME ST_ABBREV REGION P_MINORPCT P_LWINCPCT P_LESHSPCT P_LNGISPCT P_UNDR5PCT P_OVR64PCT P_UNEMP P_UNEMPPCT P_LDPNT P_VULEOPCT P_VULSVI6PCT P_VULSVI6 P_DISPSVI6 P_DSLPM P_CANCR P_RESP P_PTRAF P_PWDIS P_PNPL P_PRMP P_PTSDF P_OZONE P_PM25 P_UST P_LDPNT_D2 P_DSLPM_D2 P_CANCR_D2 P_RESP_D2 P_PTRAF_D2 P_PWDIS_D2 P_PNPL_D2 P_PRMP_D2 P_PTSDF_D2 P_OZONE_D2 P_PM25_D2 P_UST_D2 B_MINORPCT B_LWINCPCT B_LESHSPCT B_LNGISPCT B_UNDR5PCT B_OVR64PCT B_UNEMP B_UNEMPPCT B_LDPNT B_VULEOPCT B_VULSVI6PCT B_VULSVI6 B_DISPSVI6 B_DSLPM B_CANCR B_RESP B_PTRAF B_PWDIS B_PNPL B_PRMP B_PTSDF B_OZONE B_PM25 B_UST B_LDPNT_D2 B_DSLPM_D2 B_CANCR_D2 B_RESP_D2 B_PTRAF_D2 B_PWDIS_D2 B_PNPL_D2 B_PRMP_D2 B_PTSDF_D2 B_OZONE_D2 B_PM25_D2 B_UST_D2 T_MINORPCT T_LWINCPCT T_LESHSPCT T_LNGISPCT T_UNDR5PCT T_OVR64PCT T_UNEMPPCT T_VULEOPCT T_LDPNT T_LDPNT_D2 T_DSLPM T_DSLPM_D2 T_CANCR T_CANCR_D2 T_RESP T_RESP_D2 T_PTRAF T_PTRAF_D2 T_PWDIS T_PWDIS_D2 T_PNPL T_PNPL_D2 T_PRMP T_PRMP_D2 T_PTSDF T_PTSDF_D2 T_OZONE T_OZONE_D2 T_PM25 T_PM25_D2 T_UST T_UST_D2 AREALAND AREAWATER NPL_CNT TSDF_CNT Shape_Length Shape_Area
2 4529 06027000800 3054 3009 2337 1420 2067 1443 1218 0.3988212181 1210 0.4021269525 475 0.2032520325 134 0.0943661972 129 0.0422396857 747 0.2445972495 62 0.0429660430 763 0.3691340106 0.4004740853 0.2309005559 1223.0478564307 705.1702977293 135.9429095904 144.8520486255 0.0162608457 20.0000000000 0.2000000000 134.3731709435 0.0000000476 0.0088169702 0.0161739005 0.0231458734 59.8143830065 5.9332945205 0.0271801764 50.1811514356 2.2105466749 2718.8581918080 27.1885819181 18267.0798289539 0.0000064773 1.1986045786 2.1987270931 3.1465173743 8131.3412612630 806.5893205801 3.6949522625 California CA 9 58.2565807824 70.8357682483 82.0300855712 83.4211514441 22.4791060804 91.4310072487 20.6342392033 44.8003303446 69.4492207493 64.4805710566 73.9747591523 41.2001973366 69.9936559849 0.4881982980 32.2031638835 14.4688811492 33.6358789383 2.7793036790 3.1380644255 0.3541522801 2.0598614138 97.6642425963 3.6388096802 6.3535808084 71.4956721564 59.1319320934 61.5316181718 60.9745786385 62.4689837463 62.0864910202 59.8317854029 59.0710337447 59.2599060994 64.9284478117 62.2619591744 60.9702180540 6 8 9 9 3 10 3 5 7 7 8 5 7 1 4 2 4 1 1 1 1 11 1 1 8 6 7 7 7 7 6 6 6 7 7 7 40% (58%ile) 40% (70%ile) 20% (82%ile) 9% (83%ile) 4% (22%ile) 24% (91%ile) 4% (44%ile) 40% (64%ile) 0.37 = fraction pre-1960 (69%ile) 71%ile 0.0163 ug/m3 (0%ile) 59%ile 20 lifetime risk per million (32%ile) 61%ile 0.2 (14%ile) 60%ile 130 daily vehicles/meters distance (33%ile) 62%ile 0.000000048 toxicity-weighted concentration/meters distance (2%ile) 62%ile 0.0088 sites/km distance (3%ile) 59%ile 0.016 facilities/km distance (0%ile) 59%ile 0.023 facilities/km distance (2%ile) 59%ile 59.8 ppb (97%ile) 64%ile 5.93 ug/m3 (3%ile) 62%ile 0.027 facilities/sq km area (6%ile) 60%ile 17743852489.0000000000 41257887.0000000000 0 1 969231.5231135677 27404749177.8422279358
3 8028 06061021322 20899 20874 13290 6549 6904 9172 9199 0.4401646012 3881 0.1859250743 825 0.0620767494 225 0.0343563903 1429 0.0683764773 2939 0.1406287382 312 0.0340165722 231 0.0334588644 0.3130448377 0.1552546718 6542.3240634282 3244.6673856589 -896.9052371663 -589.6780917541 0.1849562857 30.0000000000 0.5000000000 12.5173455346 0.2667203153 0.0687928975 0.4515663958 0.2027045525 52.7832287582 12.1102756164 0.0258826940 -30.0094307337 -165.8882612555 -26907.1571149896 -448.4526185832 -11226.8727654026 -239.2228476257 -61.7007100657 -405.0122653138 -181.8067747336 -47341.5543077505 -10861.7696239112 -23.2143238368 California CA 9 61.7694531724 28.3124099080 32.2625612545 63.3138029183 65.9392366308 44.1611446180 92.1063805127 31.2336817151 19.3531578232 52.0599864076 48.1147912182 98.1253263672 8.5598852754 35.4160437794 83.7767623034 95.2520218071 6.7786023570 88.6613290583 53.5138135020 56.0049245976 28.8270859466 89.7745222973 94.2035706464 6.2511191138 43.0185694890 24.7769097248 17.2770098374 9.5647689629 49.9350307593 5.0850465016 20.5837755437 15.4478896201 34.6338200533 14.8104044330 10.3206402564 53.0011626680 7 3 4 7 7 5 10 4 2 6 5 11 1 4 9 11 1 9 6 6 3 9 10 1 5 3 2 1 5 1 3 2 4 2 2 6 44% (61%ile) 19% (28%ile) 6% (32%ile) 3% (63%ile) 7% (65%ile) 14% (44%ile) 3% (31%ile) 31% (52%ile) 0.033 = fraction pre-1960 (19%ile) 43%ile 0.185 ug/m3 (35%ile) 24%ile 30 lifetime risk per million (83%ile) 17%ile 0.5 (95%ile) 9%ile 13 daily vehicles/meters distance (6%ile) 49%ile 0.27 toxicity-weighted concentration/meters distance (88%ile) 5%ile 0.069 sites/km distance (53%ile) 20%ile 0.45 facilities/km distance (56%ile) 15%ile 0.2 facilities/km distance (28%ile) 34%ile 52.8 ppb (89%ile) 14%ile 12.1 ug/m3 (94%ile) 10%ile 0.026 facilities/sq km area (6%ile) 53%ile 258653359.0000000000 119890.0000000000 0 0 124755.3452199987 427225089.6229769588
4 8849 06069000802 3049 3045 2076 955 1119 1493 1247 0.4089865530 747 0.2453201970 307 0.1478805395 31 0.0324607330 240 0.0787143326 468 0.1534929485 93 0.0622906899 390 0.3485254692 0.3271533750 0.1778092173 997.4906403941 542.1403034316 -87.8345013597 -17.2605942492 0.0375346206 20.0000000000 0.2000000000 15.7944927934 0.0396183204 0.0811927061 0.1674220356 47.0434058824 7.4113546849 0.0102735941 -30.6125607956 -3.2968346872 -1756.6900271942 -17.5669002719 -1387.3013987358 -3.4798554127 -7.1315208575 -14.7054310128 -4132.0340979390 -650.9726431509 -0.9023760119 California CA 9 59.1858457424 41.3904741949 69.9513617378 62.0187896062 79.0518001240 52.1216510370 37.3180569516 68.3483551403 67.5701406274 54.3994266601 57.9926859232 26.1831217492 58.7612911558 2.0014414700 32.2031638835 14.4688811492 8.1570460385 34.5749415665 10.3739430074 25.1131375379 84.5333172848 19.2864164585 4.9410824602 42.8621394303 58.0471933934 56.5430390950 57.0023528116 55.7266348497 54.6373148803 57.1359685902 54.8116596007 56.2167239668 56.9568759225 56.2801621878 6 5 7 7 8 6 4 7 7 6 6 3 6 1 4 2 1 0 4 2 3 9 2 1 5 6 6 6 6 0 6 6 6 6 6 6 41% (59%ile) 25% (41%ile) 15% (69%ile) 3% (62%ile) 8% (79%ile) 15% (52%ile) 6% (68%ile) 33% (54%ile) 0.35 = fraction pre-1960 (67%ile) 42%ile 0.0375 ug/m3 (2%ile) 58%ile 20 lifetime risk per million (32%ile) 56%ile 0.2 (14%ile) 57%ile 16 daily vehicles/meters distance (8%ile) 55%ile 0.04 sites/km distance (34%ile) 54%ile 0.081 facilities/km distance (10%ile) 57%ile 0.17 facilities/km distance (25%ile) 54%ile 47 ppb (84%ile) 56%ile 7.41 ug/m3 (19%ile) 56%ile 0.01 facilities/sq km area (4%ile) 56%ile 2987635876.0000000000 3272257.0000000000 1 0 422237.6856758550 4643687820.1565904617