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we have a borderland paper!

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dadams-AU
2026-02-20 23:17:10 -08:00
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25
analysis/output_borderlands/border_type_split_results.csv Normal file
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model_family,outcome,term,coef,pvalue,nobs
RQ1_levels_border_type,inspection_intensity,has_tx_mex,0.04003308327362634,0.7893392258855197,143
RQ1_levels_border_type,inspection_intensity,has_tx_nm,-0.053454892086014505,0.5341229765373161,143
RQ1_levels_border_type,inspection_intensity,has_tx_ok,-0.013293010519656312,0.8359059310807307,143
RQ1_levels_border_type,inspection_intensity,has_tx_la,0.0659757787786407,0.3726715338386958,143
RQ1_levels_border_type,avg_days_to_enforcement,has_tx_mex,43.19551450861897,0.3091572398653848,143
RQ1_levels_border_type,avg_days_to_enforcement,has_tx_nm,-73.75794726192765,0.061051456427313334,143
RQ1_levels_border_type,avg_days_to_enforcement,has_tx_ok,88.53761586596549,0.021045770740860285,143
RQ1_levels_border_type,avg_days_to_enforcement,has_tx_la,26.134236687626185,0.619285515410563,143
RQ2_FE_border_type_interactions,inspection_intensity,post_2019:has_tx_mex,0.08209727496562592,0.5404773876881401,143
RQ2_FE_border_type_interactions,inspection_intensity,post_2019:has_tx_nm,-0.11522107423566971,0.12190134102233621,143
RQ2_FE_border_type_interactions,inspection_intensity,post_2019:has_tx_ok,0.06540675508822263,0.30453805147136337,143
RQ2_FE_border_type_interactions,inspection_intensity,post_2019:has_tx_la,0.019691447134989284,0.7084620100153145,143
RQ2_FE_border_type_interactions,inspection_intensity,post_trend:has_tx_mex,-0.019497238114948245,0.31091391655214695,143
RQ2_FE_border_type_interactions,inspection_intensity,post_trend:has_tx_nm,0.005125152939766828,0.6920170481863954,143
RQ2_FE_border_type_interactions,inspection_intensity,post_trend:has_tx_ok,-4.73058185549019e-05,0.9975906161904077,143
RQ2_FE_border_type_interactions,inspection_intensity,post_trend:has_tx_la,-0.019731274715241484,0.28085237170390054,143
RQ2_FE_border_type_interactions,avg_days_to_enforcement,post_2019:has_tx_mex,4.089987550447354,0.9061834734059393,143
RQ2_FE_border_type_interactions,avg_days_to_enforcement,post_2019:has_tx_nm,-18.744184897167933,0.6013252122112276,143
RQ2_FE_border_type_interactions,avg_days_to_enforcement,post_2019:has_tx_ok,-14.244633686588397,0.8134346799274497,143
RQ2_FE_border_type_interactions,avg_days_to_enforcement,post_2019:has_tx_la,-43.65984294535339,0.6414995635196573,143
RQ2_FE_border_type_interactions,avg_days_to_enforcement,post_trend:has_tx_mex,-0.014785326896972872,0.9991292137842269,143
RQ2_FE_border_type_interactions,avg_days_to_enforcement,post_trend:has_tx_nm,22.906694978425094,0.0189471590749384,143
RQ2_FE_border_type_interactions,avg_days_to_enforcement,post_trend:has_tx_ok,-16.71881811942892,0.0793618699449027,143
RQ2_FE_border_type_interactions,avg_days_to_enforcement,post_trend:has_tx_la,0.6415198480610695,0.9550577950525045,143
1 model_family outcome term coef pvalue nobs
2 RQ1_levels_border_type inspection_intensity has_tx_mex 0.04003308327362634 0.7893392258855197 143
3 RQ1_levels_border_type inspection_intensity has_tx_nm -0.053454892086014505 0.5341229765373161 143
4 RQ1_levels_border_type inspection_intensity has_tx_ok -0.013293010519656312 0.8359059310807307 143
5 RQ1_levels_border_type inspection_intensity has_tx_la 0.0659757787786407 0.3726715338386958 143
6 RQ1_levels_border_type avg_days_to_enforcement has_tx_mex 43.19551450861897 0.3091572398653848 143
7 RQ1_levels_border_type avg_days_to_enforcement has_tx_nm -73.75794726192765 0.061051456427313334 143
8 RQ1_levels_border_type avg_days_to_enforcement has_tx_ok 88.53761586596549 0.021045770740860285 143
9 RQ1_levels_border_type avg_days_to_enforcement has_tx_la 26.134236687626185 0.619285515410563 143
10 RQ2_FE_border_type_interactions inspection_intensity post_2019:has_tx_mex 0.08209727496562592 0.5404773876881401 143
11 RQ2_FE_border_type_interactions inspection_intensity post_2019:has_tx_nm -0.11522107423566971 0.12190134102233621 143
12 RQ2_FE_border_type_interactions inspection_intensity post_2019:has_tx_ok 0.06540675508822263 0.30453805147136337 143
13 RQ2_FE_border_type_interactions inspection_intensity post_2019:has_tx_la 0.019691447134989284 0.7084620100153145 143
14 RQ2_FE_border_type_interactions inspection_intensity post_trend:has_tx_mex -0.019497238114948245 0.31091391655214695 143
15 RQ2_FE_border_type_interactions inspection_intensity post_trend:has_tx_nm 0.005125152939766828 0.6920170481863954 143
16 RQ2_FE_border_type_interactions inspection_intensity post_trend:has_tx_ok -4.73058185549019e-05 0.9975906161904077 143
17 RQ2_FE_border_type_interactions inspection_intensity post_trend:has_tx_la -0.019731274715241484 0.28085237170390054 143
18 RQ2_FE_border_type_interactions avg_days_to_enforcement post_2019:has_tx_mex 4.089987550447354 0.9061834734059393 143
19 RQ2_FE_border_type_interactions avg_days_to_enforcement post_2019:has_tx_nm -18.744184897167933 0.6013252122112276 143
20 RQ2_FE_border_type_interactions avg_days_to_enforcement post_2019:has_tx_ok -14.244633686588397 0.8134346799274497 143
21 RQ2_FE_border_type_interactions avg_days_to_enforcement post_2019:has_tx_la -43.65984294535339 0.6414995635196573 143
22 RQ2_FE_border_type_interactions avg_days_to_enforcement post_trend:has_tx_mex -0.014785326896972872 0.9991292137842269 143
23 RQ2_FE_border_type_interactions avg_days_to_enforcement post_trend:has_tx_nm 22.906694978425094 0.0189471590749384 143
24 RQ2_FE_border_type_interactions avg_days_to_enforcement post_trend:has_tx_ok -16.71881811942892 0.0793618699449027 143
25 RQ2_FE_border_type_interactions avg_days_to_enforcement post_trend:has_tx_la 0.6415198480610695 0.9550577950525045 143

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analysis/output_borderlands/competition_asymmetry_results.csv Normal file
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term,coef,pvalue
gap_pos,0.5837237255602971,2.136598322140727e-12
gap_neg,0.4992993269121899,0.002732858841151439
1 term coef pvalue
2 gap_pos 0.5837237255602971 2.136598322140727e-12
3 gap_neg 0.4992993269121899 0.002732858841151439

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analysis/output_borderlands/continuous_exposure_results.csv Normal file
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model_family,outcome,term,coef,pvalue,nobs
RQ1_levels_continuous,inspection_intensity,share_border_exposed_insp,0.20951653517966445,0.4757374404815341,143
RQ1_levels_continuous,avg_days_to_enforcement,share_border_exposed_insp,103.46834960978197,0.5709519862311894,143
RQ1_levels_continuous,violations_per_inspection,share_border_exposed_insp,-0.15852551419507566,0.014408391894926667,143
RQ1_levels_continuous,resolution_rate,share_border_exposed_insp,-0.04201731182062017,0.861870472401378,143
RQ2_FE_continuous,inspection_intensity,post_2019:share_border_exposed_insp,0.034848767606236564,0.8649583733167887,143
RQ2_FE_continuous,inspection_intensity,post_trend:share_border_exposed_insp,-0.012873537006561409,0.8280529913520056,143
RQ2_FE_continuous,avg_days_to_enforcement,post_2019:share_border_exposed_insp,-109.40674971672345,0.44493150905261736,143
RQ2_FE_continuous,avg_days_to_enforcement,post_trend:share_border_exposed_insp,13.962326088103937,0.7415280151598316,143
RQ2_FE_continuous,violations_per_inspection,post_2019:share_border_exposed_insp,-0.00530645753477659,0.9389719698820024,143
RQ2_FE_continuous,violations_per_inspection,post_trend:share_border_exposed_insp,0.009575165567304306,0.5011696898144554,143
RQ2_FE_continuous,resolution_rate,post_2019:share_border_exposed_insp,-0.03222305651883502,0.8163497453461249,143
RQ2_FE_continuous,resolution_rate,post_trend:share_border_exposed_insp,-0.09792418547271213,0.042322952719870376,143
1 model_family outcome term coef pvalue nobs
2 RQ1_levels_continuous inspection_intensity share_border_exposed_insp 0.20951653517966445 0.4757374404815341 143
3 RQ1_levels_continuous avg_days_to_enforcement share_border_exposed_insp 103.46834960978197 0.5709519862311894 143
4 RQ1_levels_continuous violations_per_inspection share_border_exposed_insp -0.15852551419507566 0.014408391894926667 143
5 RQ1_levels_continuous resolution_rate share_border_exposed_insp -0.04201731182062017 0.861870472401378 143
6 RQ2_FE_continuous inspection_intensity post_2019:share_border_exposed_insp 0.034848767606236564 0.8649583733167887 143
7 RQ2_FE_continuous inspection_intensity post_trend:share_border_exposed_insp -0.012873537006561409 0.8280529913520056 143
8 RQ2_FE_continuous avg_days_to_enforcement post_2019:share_border_exposed_insp -109.40674971672345 0.44493150905261736 143
9 RQ2_FE_continuous avg_days_to_enforcement post_trend:share_border_exposed_insp 13.962326088103937 0.7415280151598316 143
10 RQ2_FE_continuous violations_per_inspection post_2019:share_border_exposed_insp -0.00530645753477659 0.9389719698820024 143
11 RQ2_FE_continuous violations_per_inspection post_trend:share_border_exposed_insp 0.009575165567304306 0.5011696898144554 143
12 RQ2_FE_continuous resolution_rate post_2019:share_border_exposed_insp -0.03222305651883502 0.8163497453461249 143
13 RQ2_FE_continuous resolution_rate post_trend:share_border_exposed_insp -0.09792418547271213 0.042322952719870376 143

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analysis/output_borderlands/cutoff_sensitivity_results.csv Normal file
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cutoff_km,model_family,outcome,term,coef,pvalue,nobs
25,RQ1_levels,inspection_intensity,share_border_25km,0.538592968235986,0.422789816148026,143
25,RQ2_FE,avg_days_to_enforcement,post_2019:share_border_25km,-101.92826819730227,0.7010300513734967,143
25,RQ2_FE,avg_days_to_enforcement,post_trend:share_border_25km,30.60872837459439,0.7697833326194202,143
75,RQ1_levels,inspection_intensity,share_border_75km,0.07941761791919263,0.6963083371539914,143
75,RQ2_FE,avg_days_to_enforcement,post_2019:share_border_75km,-75.65907483700701,0.5115965713174391,143
75,RQ2_FE,avg_days_to_enforcement,post_trend:share_border_75km,-0.009026389530391032,0.9996966988266395,143
100,RQ1_levels,inspection_intensity,share_border_100km,0.002190238269914685,0.9872238810729579,143
100,RQ2_FE,avg_days_to_enforcement,post_2019:share_border_100km,-4.47953603353538,0.9473512061250438,143
100,RQ2_FE,avg_days_to_enforcement,post_trend:share_border_100km,-12.65867895471104,0.5147326655308914,143
1 cutoff_km model_family outcome term coef pvalue nobs
2 25 RQ1_levels inspection_intensity share_border_25km 0.538592968235986 0.422789816148026 143
3 25 RQ2_FE avg_days_to_enforcement post_2019:share_border_25km -101.92826819730227 0.7010300513734967 143
4 25 RQ2_FE avg_days_to_enforcement post_trend:share_border_25km 30.60872837459439 0.7697833326194202 143
5 75 RQ1_levels inspection_intensity share_border_75km 0.07941761791919263 0.6963083371539914 143
6 75 RQ2_FE avg_days_to_enforcement post_2019:share_border_75km -75.65907483700701 0.5115965713174391 143
7 75 RQ2_FE avg_days_to_enforcement post_trend:share_border_75km -0.009026389530391032 0.9996966988266395 143
8 100 RQ1_levels inspection_intensity share_border_100km 0.002190238269914685 0.9872238810729579 143
9 100 RQ2_FE avg_days_to_enforcement post_2019:share_border_100km -4.47953603353538 0.9473512061250438 143
10 100 RQ2_FE avg_days_to_enforcement post_trend:share_border_100km -12.65867895471104 0.5147326655308914 143

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analysis/output_borderlands/district_border_type_profile.csv Normal file
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district,n_wells,n_tx_mex,n_tx_nm,n_tx_ok,n_tx_la,share_n_tx_mex,share_n_tx_nm,share_n_tx_ok,share_n_tx_la,has_tx_mex,has_tx_nm,has_tx_ok,has_tx_la,dominant_border_type
01,31898,7377,0,0,0,0.2312684180826384,0.0,0.0,0.0,1,0,0,0,TX-MX
02,17099,0,0,0,0,0.0,0.0,0.0,0.0,0,0,0,0,NONE
03,16700,0,0,0,1947,0.0,0.0,0.0,0.11658682634730538,0,0,0,1,TX-LA
04,20973,13389,0,0,0,0.6383922185667287,0.0,0.0,0.0,1,0,0,0,TX-MX
05,9938,0,0,22,0,0.0,0.0,0.0022137250955926746,0.0,0,0,1,0,TX-OK
06,24422,0,0,716,12786,0.0,0.0,0.029317828187699613,0.5235443452624683,0,0,1,1,TX-LA
08,105931,6,20180,0,0,5.664064343770945e-05,0.19050136409549612,0.0,0.0,1,1,0,0,TX-NM
09,46485,0,0,0,0,0.0,0.0,0.0,0.0,0,0,0,0,NONE
10,29621,0,27,8946,0,0.0,0.0009115154788832247,0.3020154620033085,0.0,0,1,1,0,TX-OK
6E,6235,0,0,0,0,0.0,0.0,0.0,0.0,0,0,0,0,NONE
7B,21230,0,0,0,0,0.0,0.0,0.0,0.0,0,0,0,0,NONE
7C,43061,0,0,0,0,0.0,0.0,0.0,0.0,0,0,0,0,NONE
8A,42005,0,17567,0,0,0.0,0.418212117605047,0.0,0.0,0,1,0,0,TX-NM
1 district n_wells n_tx_mex n_tx_nm n_tx_ok n_tx_la share_n_tx_mex share_n_tx_nm share_n_tx_ok share_n_tx_la has_tx_mex has_tx_nm has_tx_ok has_tx_la dominant_border_type
2 01 31898 7377 0 0 0 0.2312684180826384 0.0 0.0 0.0 1 0 0 0 TX-MX
3 02 17099 0 0 0 0 0.0 0.0 0.0 0.0 0 0 0 0 NONE
4 03 16700 0 0 0 1947 0.0 0.0 0.0 0.11658682634730538 0 0 0 1 TX-LA
5 04 20973 13389 0 0 0 0.6383922185667287 0.0 0.0 0.0 1 0 0 0 TX-MX
6 05 9938 0 0 22 0 0.0 0.0 0.0022137250955926746 0.0 0 0 1 0 TX-OK
7 06 24422 0 0 716 12786 0.0 0.0 0.029317828187699613 0.5235443452624683 0 0 1 1 TX-LA
8 08 105931 6 20180 0 0 5.664064343770945e-05 0.19050136409549612 0.0 0.0 1 1 0 0 TX-NM
9 09 46485 0 0 0 0 0.0 0.0 0.0 0.0 0 0 0 0 NONE
10 10 29621 0 27 8946 0 0.0 0.0009115154788832247 0.3020154620033085 0.0 0 1 1 0 TX-OK
11 6E 6235 0 0 0 0 0.0 0.0 0.0 0.0 0 0 0 0 NONE
12 7B 21230 0 0 0 0 0.0 0.0 0.0 0.0 0 0 0 0 NONE
13 7C 43061 0 0 0 0 0.0 0.0 0.0 0.0 0 0 0 0 NONE
14 8A 42005 0 17567 0 0 0.0 0.418212117605047 0.0 0.0 0 1 0 0 TX-NM

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analysis/output_borderlands/district_year_panel_borderlands.csv Normal file
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district,year,total_inspections,unique_wells,compliant_inspections,border_exposed_insp,inspection_intensity,compliance_rate,share_border_exposed_insp,total_violations,major_violations,compliant_on_reinsp,avg_days_to_enforcement,med_days_to_enforcement,violations_per_inspection,major_share,resolution_rate,post_2019,year_from_policy,post_trend,border_district,border_exposure_district
01,2015,3498,2816,3027,319,1.2421875,0.8653516295025729,0.09119496855345911,592,0,284,124.91216216216216,19.0,0.16923956546598057,0.0,0.4797297297297297,0,-4,0,1,0
01,2016,6499,4055,5028,625,1.6027127003699138,0.7736574857670411,0.0961686413294353,1902,0,472,230.09095688748687,20.0,0.2926604092937375,0.0,0.24815983175604628,0,-3,0,1,0
01,2017,8649,6153,7613,1042,1.4056557776694296,0.8802173661694994,0.1204763556480518,1439,0,740,326.09451007644196,33.0,0.16637761590935368,0.0,0.5142460041695622,0,-2,0,1,0
01,2018,10966,9109,9668,1914,1.2038643100230542,0.8816341418931242,0.17453948568302025,1771,0,1012,290.2190852625635,82.0,0.16149917928141527,0.0,0.5714285714285714,0,-1,0,1,0
01,2019,8097,6447,6818,2096,1.2559329920893438,0.8420402618253674,0.25886130665678647,1506,2,771,261.277556440903,73.0,0.18599481289366432,0.0013280212483399733,0.5119521912350598,1,0,0,1,1
01,2020,10511,8716,9087,1786,1.205943093162001,0.8645228807915517,0.16991722956902292,1816,1,384,318.03909691629957,260.0,0.17277138236133574,0.0005506607929515419,0.21145374449339208,1,1,1,1,0
01,2021,8586,6908,6870,1611,1.2429067747539084,0.8001397624039134,0.18763102725366876,2268,0,669,164.82980599647266,89.0,0.2641509433962264,0.0,0.294973544973545,1,2,2,1,0
01,2022,12418,10193,9608,2248,1.2182870597468851,0.7737155741665325,0.18102754066677404,3030,0,1653,142.24158415841583,40.0,0.24400064422612336,0.0,0.5455445544554456,1,3,3,1,0
01,2023,14573,11577,11879,2843,1.2587889781463246,0.8151375832018116,0.19508680436423523,2501,4,1464,173.2782886845262,88.0,0.17161874699787277,0.001599360255897641,0.5853658536585366,1,4,4,1,0
01,2024,16338,13038,13923,3225,1.253106304647952,0.8521850899742931,0.19739258171134777,2208,0,1135,93.9008152173913,28.0,0.13514506059493206,0.0,0.5140398550724637,1,5,5,1,0
01,2025,11691,9599,9193,2470,1.217939368684238,0.7863313660080403,0.2112736292874861,2074,0,298,54.1321118611379,42.0,0.17740141989564623,0.0,0.14368370298939248,1,6,6,1,0
02,2015,1174,921,1005,0,1.274701411509229,0.8560477001703578,0.0,192,0,112,171.52604166666666,41.0,0.1635434412265758,0.0,0.5833333333333334,0,-4,0,1,0
02,2016,2936,2003,2098,0,1.4658012980529207,0.7145776566757494,0.0,1120,0,216,273.42321428571427,49.0,0.3814713896457766,0.0,0.19285714285714287,0,-3,0,1,0
02,2017,5325,4639,4718,0,1.1478766975641301,0.8860093896713614,0.0,642,0,317,270.113707165109,151.5,0.12056338028169014,0.0,0.4937694704049844,0,-2,0,1,0
02,2018,5913,5107,5317,0,1.157822596436264,0.8992051412142736,0.0,518,2,184,222.4208494208494,49.5,0.08760358532048029,0.003861003861003861,0.3552123552123552,0,-1,0,1,0
02,2019,4427,3696,3945,0,1.1977813852813852,0.8911226564264739,0.0,434,0,173,275.16129032258067,119.5,0.09803478653715834,0.0,0.3986175115207373,1,0,0,1,0
02,2020,4713,3679,3789,0,1.2810546344115248,0.803946530872056,0.0,1106,1,196,89.76943942133815,13.0,0.23467006153193296,0.0009041591320072332,0.17721518987341772,1,1,1,1,0
02,2021,5090,3929,4405,0,1.2954950369050648,0.8654223968565815,0.0,656,0,220,117.39786585365853,14.5,0.12888015717092338,0.0,0.3353658536585366,1,2,2,1,0
02,2022,7290,5842,6578,0,1.2478603218076,0.9023319615912209,0.0,665,0,272,151.3563909774436,19.0,0.09122085048010974,0.0,0.40902255639097745,1,3,3,1,0
02,2023,9679,7936,8857,0,1.219632056451613,0.9150738712676929,0.0,826,3,366,197.2397094430993,49.5,0.0853393945655543,0.0036319612590799033,0.4430992736077482,1,4,4,1,0
02,2024,11632,8772,10831,0,1.3260373917008663,0.9311382393397524,0.0,804,1,185,107.13805970149254,23.0,0.06911966987620358,0.0012437810945273632,0.2300995024875622,1,5,5,1,0
02,2025,9981,7304,9094,0,1.3665115005476451,0.9111311491834485,0.0,866,0,138,35.08545034642032,8.0,0.08676485322112013,0.0,0.15935334872979215,1,6,6,1,0
03,2015,3427,2582,3234,412,1.3272656855151046,0.9436825211555296,0.12022176831047564,198,0,118,63.621212121212125,5.5,0.05777648088707324,0.0,0.5959595959595959,0,-4,0,0,0
03,2016,7603,4631,7094,1258,1.6417620384366227,0.9330527423385506,0.1654610022359595,447,0,272,36.76733780760626,2.0,0.05879258187557543,0.0,0.6085011185682326,0,-3,0,0,0
03,2017,11698,7613,10953,2123,1.53658216209116,0.9363138998119337,0.1814840143614293,573,0,459,62.24432809773124,8.0,0.048982732090955716,0.0,0.8010471204188482,0,-2,0,0,0
03,2018,10247,7447,9739,1429,1.3759903316771855,0.9504245144920465,0.13945545037571971,369,0,305,85.03252032520325,7.0,0.03601053967014736,0.0,0.8265582655826558,0,-1,0,0,0
03,2019,9459,6381,8713,1223,1.4823695345557122,0.9211333121894492,0.129294851464214,578,0,447,141.74221453287197,36.0,0.06110582514007823,0.0,0.773356401384083,1,0,0,0,0
03,2020,12938,8119,11496,1585,1.5935460032023647,0.8885453702272376,0.1225073427113928,1041,0,568,130.04514889529298,5.0,0.08046065852527438,0.0,0.5456292026897214,1,1,1,0,0
03,2021,8950,5722,7624,1247,1.564138413142258,0.8518435754189944,0.13932960893854748,1067,0,674,119.0215557638238,6.0,0.11921787709497207,0.0,0.6316776007497656,1,2,2,0,0
03,2022,10549,7037,8956,1302,1.4990763109279523,0.8489904256327614,0.1234240212342402,1325,0,914,80.95169811320754,5.0,0.12560432268461466,0.0,0.689811320754717,1,3,3,0,0
03,2023,12068,7736,10445,1346,1.5599793174767322,0.865512098110706,0.11153463705667882,1348,3,1154,105.5,8.0,0.11170036460059662,0.002225519287833828,0.8560830860534124,1,4,4,0,0
03,2024,10013,7005,8662,1340,1.4294075660242684,0.8650754019774294,0.1338260261659842,1027,0,896,125.9649464459591,22.0,0.10256666333766104,0.0,0.872444011684518,1,5,5,0,0
03,2025,10266,6736,8433,1411,1.5240498812351544,0.8214494447691408,0.13744398986947204,1517,0,1125,35.68951878707976,5.0,0.14776933567114747,0.0,0.7415952537903757,1,6,6,0,0
04,2015,4389,3619,4208,1540,1.2127659574468086,0.9587605377079061,0.3508771929824561,233,0,134,86.88841201716738,8.0,0.053087263613579405,0.0,0.575107296137339,0,-4,0,0,1
04,2016,9573,5914,8603,2943,1.6187013865404125,0.8986733521362165,0.30742713882795364,1055,0,741,42.46635071090047,1.0,0.11020578710957903,0.0,0.7023696682464455,0,-3,0,0,1
04,2017,8321,5554,7753,3131,1.4981994958588405,0.931738973681048,0.37627688979689944,700,0,538,50.642857142857146,4.0,0.08412450426631414,0.0,0.7685714285714286,0,-2,0,0,1
04,2018,9798,5914,9015,3101,1.6567467027392628,0.9200857317819964,0.31649316186976933,708,0,408,71.11440677966101,4.0,0.07225964482547459,0.0,0.576271186440678,0,-1,0,0,1
04,2019,10874,6539,10314,3974,1.6629454044961003,0.9485010115872724,0.36545889277174914,471,0,339,54.52016985138004,6.0,0.04331432775427625,0.0,0.7197452229299363,1,0,0,0,1
04,2020,20436,11757,19741,9256,1.73819852003062,0.9659913877471129,0.4529262086513995,755,0,373,105.78675496688741,18.0,0.03694460755529458,0.0,0.49403973509933774,1,1,1,0,1
04,2021,13442,6369,12838,3984,2.1105354058721932,0.9550662103853593,0.29638446659723255,450,0,320,224.56666666666666,97.0,0.03347716113673561,0.0,0.7111111111111111,1,2,2,0,1
04,2022,14038,7144,13360,3929,1.9650055991041433,0.9517025217267417,0.2798831742413449,531,2,222,107.82109227871939,13.0,0.03782590112551645,0.003766478342749529,0.4180790960451977,1,3,3,0,1
04,2023,13674,7806,13254,4447,1.751729438893159,0.9692847740236946,0.32521573789673835,413,0,175,123.26150121065375,35.0,0.030203305543366973,0.0,0.423728813559322,1,4,4,0,1
04,2024,15963,9228,15081,5962,1.7298439531859557,0.9447472279646683,0.3734886926016413,577,0,312,112.22876949740035,29.0,0.03614608782810249,0.0,0.5407279029462738,1,5,5,0,1
04,2025,16487,8966,14931,5841,1.8388356011599376,0.9056226117547158,0.3542791290107357,1040,0,299,67.24903846153846,29.0,0.06308000242615394,0.0,0.2875,1,6,6,0,1
05,2015,1724,1510,1636,3,1.1417218543046357,0.9489559164733179,0.0017401392111368909,119,0,68,124.39495798319328,50.0,0.06902552204176333,0.0,0.5714285714285714,0,-4,0,0,0
05,2016,4332,3134,3740,29,1.3822590938098276,0.863342566943675,0.006694367497691598,675,0,194,78.25185185185185,13.0,0.15581717451523547,0.0,0.2874074074074074,0,-3,0,0,0
05,2017,4560,3664,4178,21,1.244541484716157,0.9162280701754386,0.004605263157894736,403,0,181,467.87841191066997,251.0,0.08837719298245614,0.0,0.4491315136476427,0,-2,0,0,0
05,2018,5713,4678,5450,53,1.2212483967507481,0.95396464204446,0.009277087344652548,223,0,106,432.2062780269058,209.0,0.03903378260108525,0.0,0.47533632286995514,0,-1,0,0,0
05,2019,6436,4722,6016,14,1.3629817873782295,0.9347420758234929,0.002175264139216905,429,0,161,464.5128205128205,564.0,0.06665630826600373,0.0,0.3752913752913753,1,0,0,0,0
05,2020,5498,3721,5147,30,1.4775597957538296,0.9361586031284104,0.005456529647144416,380,0,162,262.4657894736842,113.0,0.06911604219716261,0.0,0.4263157894736842,1,1,1,0,0
05,2021,5513,3572,4847,15,1.5433930571108623,0.8791946308724832,0.0027208416470161437,351,4,204,149.6866096866097,32.0,0.06366769454017776,0.011396011396011397,0.5811965811965812,1,2,2,0,0
05,2022,4743,3292,4057,10,1.4407654921020656,0.8553658022348725,0.002108370229812355,461,0,214,120.9240780911063,21.0,0.09719586759434956,0.0,0.4642082429501085,1,3,3,0,0
05,2023,6835,4829,6208,14,1.4154069165458687,0.9082662765179225,0.0020482809070958303,459,0,245,148.0653594771242,45.0,0.06715435259692758,0.0,0.5337690631808278,1,4,4,0,0
05,2024,7906,5254,7331,38,1.5047582794061667,0.9272704275233999,0.004806476094105743,380,0,138,223.84736842105264,208.0,0.048064760941057424,0.0,0.3631578947368421,1,5,5,0,0
05,2025,5244,3601,4710,23,1.4562621494029435,0.8981693363844394,0.0043859649122807015,192,0,68,72.08333333333333,21.5,0.036613272311212815,0.0,0.3541666666666667,1,6,6,0,0
06,2015,4068,3271,3675,1577,1.243656374197493,0.9033923303834809,0.38765978367748277,416,0,229,178.08173076923077,62.0,0.10226155358898721,0.0,0.5504807692307693,0,-4,0,1,1
06,2016,8969,5885,7662,4514,1.5240441801189464,0.8542758390010035,0.5032891069238488,1887,0,397,228.28510863804982,35.0,0.21039134797636302,0.0,0.21038685744568097,0,-3,0,1,1
06,2017,8914,6700,7912,3899,1.3304477611940297,0.8875925510433027,0.43740183980255776,973,0,278,742.841726618705,449.0,0.109154139555755,0.0,0.2857142857142857,0,-2,0,1,1
06,2018,15435,11112,14109,8617,1.3890388768898487,0.9140913508260448,0.5582766439909297,1431,0,439,750.711390635919,844.0,0.09271137026239067,0.0,0.30677847658979734,0,-1,0,1,1
06,2019,13606,10012,12492,5495,1.3589692369157012,0.9181243569013671,0.40386594149639865,1194,1,456,364.8249581239531,307.5,0.08775540202851682,0.0008375209380234506,0.38190954773869346,1,0,0,1,1
06,2020,17383,11984,16328,7998,1.4505173564753004,0.9393085198182132,0.46010469999424725,1036,1,398,321.2364864864865,239.0,0.05959845826382097,0.0009652509652509653,0.3841698841698842,1,1,1,1,1
06,2021,16026,10557,15032,7315,1.5180448991190678,0.9379757893423187,0.45644577561462624,662,1,373,181.7190332326284,79.5,0.04130787470360664,0.0015105740181268882,0.5634441087613293,1,2,2,1,1
06,2022,18455,11832,17184,7784,1.5597532116294794,0.9311297751286914,0.4217827147114603,959,1,534,88.77476538060479,23.0,0.051964237334055814,0.0010427528675703858,0.556830031282586,1,3,3,1,1
06,2023,16331,10742,15663,7952,1.5202941724073729,0.9590961974159574,0.48692670381483066,469,2,235,119.1727078891258,21.0,0.0287183883411916,0.0042643923240938165,0.5010660980810234,1,4,4,1,1
06,2024,17953,12114,17173,7723,1.4820042925540697,0.9565532223026793,0.43017880020052357,605,1,270,98.69752066115703,28.0,0.03369910321394753,0.001652892561983471,0.4462809917355372,1,5,5,1,1
06,2025,16291,11469,15327,8213,1.420437701630482,0.9408262230679516,0.504143392056964,687,0,189,65.43231441048034,24.0,0.04217052360198883,0.0,0.27510917030567683,1,6,6,1,1
08,2015,5386,4563,4680,798,1.1803637957484112,0.8689194207203862,0.14816190122539918,982,0,450,163.61608961303463,42.0,0.1823245451169699,0.0,0.45824847250509165,0,-4,0,1,0
08,2016,12946,9506,11004,1732,1.3618767094466653,0.8499922756063649,0.13378649775992585,3243,0,1012,144.12025901942647,9.0,0.25050208558628145,0.0,0.3120567375886525,0,-3,0,1,0
08,2017,16113,13525,14334,1453,1.1913493530499075,0.889592254701173,0.0901756345807733,2132,0,1327,114.91181988742964,12.0,0.13231552162849872,0.0,0.6224202626641651,0,-2,0,1,0
08,2018,26554,23106,24445,3876,1.1492253094434346,0.9205769375611961,0.14596670934699105,3201,0,1919,118.68697282099345,14.0,0.12054681027340514,0.0,0.5995001562011871,0,-1,0,1,0
08,2019,40932,35453,38184,10438,1.1545426339096831,0.9328642626795661,0.2550083064594938,3359,0,1868,95.80500148853825,26.0,0.08206293364604711,0.0,0.5561178922298303,1,0,0,1,1
08,2020,28302,23073,25143,5844,1.2266285268495645,0.8883824464702141,0.2064871740513038,3263,0,2026,68.49524977015017,7.0,0.11529220549784468,0.0,0.6209010113392583,1,1,1,1,0
08,2021,22042,16683,19130,5680,1.3212251993046815,0.8678885763542328,0.2576898648035568,3058,0,2199,64.95879659908437,6.0,0.13873514200163325,0.0,0.7190974493132767,1,2,2,1,1
08,2022,48465,38161,45248,11950,1.270013888524934,0.9336222015887754,0.2465696894666254,3494,0,2867,40.59244419004007,4.0,0.07209326317961415,0.0,0.8205495134516314,1,3,3,1,0
08,2023,52877,42189,49581,12154,1.2533361776766456,0.9376666603627286,0.2298541899124383,3349,0,2298,36.20274708868319,6.0,0.06333566579041927,0.0,0.6861749776052553,1,4,4,1,0
08,2024,58096,47130,56083,8265,1.2326755781879906,0.9653504544202699,0.14226452767832554,2154,0,1668,52.12163416898793,11.0,0.03707656293032222,0.0,0.7743732590529248,1,5,5,1,0
08,2025,42273,35232,40607,7256,1.1998467302452316,0.9605895015731082,0.17164620443308967,1746,0,975,43.46735395189003,15.0,0.04130295933574622,0.0,0.5584192439862543,1,6,6,1,0
09,2015,8372,6446,7266,0,1.2987899472541111,0.8678929765886287,0.0,1358,0,582,81.51693667157585,14.0,0.16220735785953178,0.0,0.42857142857142855,0,-4,0,1,0
09,2016,14567,10194,11779,0,1.4289778300961349,0.8086084986613579,0.0,3637,0,1178,136.2075886719824,15.0,0.24967392050525158,0.0,0.3238933186692329,0,-3,0,1,0
09,2017,15021,12037,12398,0,1.24790230123785,0.8253778044071634,0.0,3671,0,958,286.1024244075184,14.0,0.24439118567339058,0.0,0.26096431490057204,0,-2,0,1,0
09,2018,24236,19841,19161,0,1.2215110125497706,0.7906007592011883,0.0,6846,1,3228,450.13175576979256,192.0,0.2824723551741211,0.00014607069821793748,0.4715162138475022,0,-1,0,1,0
09,2019,18833,14569,15377,0,1.2926762303521175,0.8164923272978283,0.0,3605,4,1573,224.47045769764216,78.0,0.19141931715605587,0.0011095700416088765,0.4363384188626907,1,0,0,1,0
09,2020,18188,13448,15687,0,1.3524687685901249,0.8624917528040467,0.0,2392,0,1609,133.00376254180603,35.0,0.13151528480316693,0.0,0.6726588628762542,1,1,1,1,0
09,2021,19052,13021,15592,0,1.4631748713616466,0.8183917698929246,0.0,3629,0,2623,69.73436208321851,12.0,0.1904786899013227,0.0,0.7227886470101956,1,2,2,1,0
09,2022,17806,12458,14011,0,1.429282388826457,0.7868695945187015,0.0,4073,0,3030,68.36066781242327,19.0,0.22874312029652927,0.0,0.743923397986742,1,3,3,1,0
09,2023,18146,13742,14138,0,1.3204773686508513,0.7791248760057313,0.0,4328,3,3041,42.07231977818854,7.0,0.23850986443293287,0.0006931608133086876,0.702634011090573,1,4,4,1,0
09,2024,17223,13311,14189,0,1.2938922695514987,0.8238402136677698,0.0,3401,4,1903,38.17112613937077,4.0,0.1974685014225164,0.0011761246692149367,0.5595413113790062,1,5,5,1,0
09,2025,18899,13947,15074,0,1.3550584355058435,0.7976083390655591,0.0,4196,2,2544,24.897521448999047,6.0,0.22202232922376847,0.00047664442326024784,0.6062917063870352,1,6,6,1,0
10,2015,5476,3902,4973,1200,1.4033828805740647,0.9081446311176041,0.2191380569758948,551,0,372,27.76769509981851,5.0,0.1006208911614317,0.0,0.6751361161524501,0,-4,0,1,0
10,2016,11423,7102,9966,2565,1.608420163334272,0.8724503195307712,0.22454696664624005,1292,0,957,64.16640866873065,5.0,0.11310513875514314,0.0,0.7407120743034056,0,-3,0,1,0
10,2017,10453,7638,9398,2526,1.3685519769573187,0.8990720367358653,0.24165311393858221,1114,0,931,58.30879712746858,6.0,0.10657227590165502,0.0,0.8357271095152603,0,-2,0,1,0
10,2018,12268,9433,10769,3568,1.300540655146825,0.8778121943267037,0.29083795239647864,1253,0,1157,47.15802075019952,6.0,0.10213563743071405,0.0,0.9233838786911412,0,-1,0,1,1
10,2019,11579,8676,10581,3351,1.3346011987090824,0.9138094826841696,0.28940322998531826,853,0,814,46.36107854630715,4.0,0.07366784696433198,0.0,0.9542790152403282,1,0,0,1,1
10,2020,11769,8777,10156,2228,1.3408909650222172,0.8629450250658509,0.18931090152094485,1520,0,1436,55.47171052631579,4.0,0.12915285920638966,0.0,0.9447368421052632,1,1,1,1,0
10,2021,11459,8056,10131,2438,1.422418073485601,0.8841085609564534,0.21275853041277598,1008,0,845,93.49404761904762,3.0,0.08796579108124618,0.0,0.8382936507936508,1,2,2,1,0
10,2022,19005,14009,17120,4792,1.3566278820758084,0.900815574848724,0.25214417258616156,1450,0,1251,96.29034482758621,34.0,0.07629571165482768,0.0,0.8627586206896551,1,3,3,1,1
10,2023,14057,9500,12836,3631,1.4796842105263157,0.9131393611723696,0.2583054705840507,1006,0,955,153.110337972167,4.0,0.07156576794479619,0.0,0.9493041749502982,1,4,4,1,1
10,2024,18590,12991,17440,4627,1.4309906858594412,0.9381387842926304,0.24889725658956427,1081,0,1021,50.580018501387606,6.0,0.05814954276492738,0.0,0.9444958371877891,1,5,5,1,0
10,2025,14021,9104,12004,4003,1.5400922671353252,0.8561443548962271,0.2855003209471507,1947,0,1674,12.00256805341551,3.0,0.13886313387062263,0.0,0.8597842835130971,1,6,6,1,1
6E,2015,1629,1338,1393,0,1.2174887892376682,0.8551258440761204,0.0,252,0,82,224.734126984127,104.0,0.15469613259668508,0.0,0.3253968253968254,0,-4,0,0,0
6E,2016,2958,1995,2241,0,1.4827067669172933,0.757606490872211,0.0,910,0,241,354.8791208791209,234.0,0.3076402974983097,0.0,0.26483516483516484,0,-3,0,0,0
6E,2017,2425,1450,1563,0,1.6724137931034482,0.6445360824742268,0.0,733,0,332,197.55388813096863,102.0,0.3022680412371134,0.0,0.4529331514324693,0,-2,0,0,0
6E,2018,6314,4333,5558,0,1.45718901453958,0.8802660753880266,0.0,801,0,132,427.7041198501873,296.0,0.12686094393411468,0.0,0.1647940074906367,0,-1,0,0,0
6E,2019,5041,3534,4221,0,1.4264289756649688,0.837333862328903,0.0,667,0,182,327.7496251874063,153.0,0.13231501686173378,0.0,0.272863568215892,1,0,0,0,0
6E,2020,8128,4961,7719,0,1.6383793590002016,0.9496801181102362,0.0,314,1,136,372.0668789808917,303.0,0.03863188976377953,0.0031847133757961785,0.43312101910828027,1,1,1,0,0
6E,2021,5467,3690,5034,0,1.4815718157181572,0.9207975123468081,0.0,180,0,114,212.76666666666668,175.0,0.032924821657216025,0.0,0.6333333333333333,1,2,2,0,0
6E,2022,4237,2783,3693,0,1.5224577793747753,0.871607269294312,0.0,188,2,126,184.5372340425532,39.0,0.04437101722917158,0.010638297872340425,0.6702127659574468,1,3,3,0,0
6E,2023,3566,2622,3325,0,1.3600305110602593,0.9324172742568705,0.0,142,3,116,145.11267605633802,63.0,0.039820527201346045,0.02112676056338028,0.8169014084507042,1,4,4,0,0
6E,2024,3442,2392,3158,0,1.4389632107023411,0.9174898314933179,0.0,115,2,83,53.721739130434784,15.0,0.033410807669959325,0.017391304347826087,0.7217391304347827,1,5,5,0,0
6E,2025,3263,2529,2803,0,1.2902332937920127,0.8590254367146798,0.0,384,2,220,30.205729166666668,14.0,0.11768311369904995,0.005208333333333333,0.5729166666666666,1,6,6,0,0
7B,2015,3375,2218,2856,0,1.5216411181244365,0.8462222222222222,0.0,630,0,361,75.83174603174604,4.0,0.18666666666666668,0.0,0.573015873015873,0,-4,0,0,0
7B,2016,9033,4575,7406,0,1.9744262295081967,0.8198826524964021,0.0,1712,0,796,36.19042056074766,3.0,0.18952728882984612,0.0,0.4649532710280374,0,-3,0,0,0
7B,2017,12282,7905,9898,0,1.5537001897533207,0.8058948054062857,0.0,2659,0,2010,51.311019180142914,4.0,0.2164956847418987,0.0,0.7559232794283566,0,-2,0,0,0
7B,2018,11239,8638,9407,0,1.3011113683723083,0.836996174036836,0.0,1903,0,1264,28.94534944823962,4.0,0.16932111397811192,0.0,0.6642143983184445,0,-1,0,0,0
7B,2019,7723,5720,6322,0,1.3501748251748251,0.8185938106953257,0.0,1522,0,1129,21.965834428383705,4.0,0.19707367603262982,0.0,0.7417871222076216,1,0,0,0,0
7B,2020,12384,7581,10474,0,1.6335575781559162,0.8457687338501292,0.0,2021,0,1409,23.40722414646215,3.0,0.16319444444444445,0.0,0.6971796140524493,1,1,1,0,0
7B,2021,15302,7910,13201,0,1.9345132743362832,0.862697686576918,0.0,2113,1,1744,19.798864174159963,3.0,0.1380865246373023,0.000473260766682442,0.8253667770941789,1,2,2,0,0
7B,2022,18173,9019,16178,0,2.0149684000443506,0.890221757552413,0.0,1981,0,1655,23.357900050479557,3.0,0.10900786881637595,0.0,0.8354366481574962,1,3,3,0,0
7B,2023,21168,9693,18907,0,2.183844011142061,0.8931878306878307,0.0,2233,0,1767,27.300492610837438,5.0,0.105489417989418,0.0,0.7913121361397224,1,4,4,0,0
7B,2024,19789,8466,17909,0,2.3374675171273327,0.9049977260093992,0.0,1736,0,1357,23.920506912442395,3.0,0.08772550406791652,0.0,0.7816820276497696,1,5,5,0,0
7B,2025,16319,8596,14768,0,1.8984411354118194,0.9049574116061033,0.0,1686,0,944,15.408659549228945,3.0,0.10331515411483547,0.0,0.5599051008303677,1,6,6,0,0
7C,2015,4120,3246,3301,0,1.2692544670363524,0.8012135922330097,0.0,999,0,552,31.41941941941942,8.0,0.2424757281553398,0.0,0.5525525525525525,0,-4,0,0,0
7C,2016,10614,7361,8920,0,1.4419236516777612,0.84039947239495,0.0,1688,0,853,50.899881516587676,6.0,0.1590352364801206,0.0,0.5053317535545023,0,-3,0,0,0
7C,2017,11656,9301,9825,0,1.2531985807977637,0.8429135209334249,0.0,1703,0,916,69.74985320023488,12.0,0.14610501029512699,0.0,0.537874339401057,0,-2,0,0,0
7C,2018,14241,12793,13125,0,1.1131868990854374,0.9216347166631557,0.0,1292,0,761,100.05185758513932,13.0,0.09072396601362263,0.0,0.5890092879256966,0,-1,0,0,0
7C,2019,10717,9144,9652,0,1.1720253718285214,0.9006251749556778,0.0,1192,0,737,95.97147651006712,8.0,0.11122515629373891,0.0,0.6182885906040269,1,0,0,0,0
7C,2020,13072,10284,11078,0,1.2711007390120577,0.8474602203182374,0.0,1687,0,1104,101.85714285714286,45.0,0.12905446756425948,0.0,0.6544161232957914,1,1,1,0,0
7C,2021,10816,8645,9397,0,1.2511278195488722,0.868805473372781,0.0,1115,0,618,42.195515695067265,4.0,0.10308801775147929,0.0,0.5542600896860986,1,2,2,0,0
7C,2022,18283,14750,17130,0,1.2395254237288136,0.9369359514302904,0.0,980,0,848,39.43061224489796,7.0,0.05360170650330909,0.0,0.8653061224489796,1,3,3,0,0
7C,2023,21513,17508,20589,0,1.2287525702535984,0.9570492260493655,0.0,770,0,665,44.907792207792205,6.0,0.03579231162552875,0.0,0.8636363636363636,1,4,4,0,0
7C,2024,21710,17199,20649,0,1.2622826908541194,0.9511285122063565,0.0,915,0,818,44.09289617486339,4.0,0.0421464762782128,0.0,0.8939890710382513,1,5,5,0,0
7C,2025,26194,20244,25067,0,1.293914246196404,0.9569748797434527,0.0,938,0,609,25.15778251599147,4.0,0.03580972741849278,0.0,0.6492537313432836,1,6,6,0,0
8A,2015,2043,1554,1789,602,1.3146718146718146,0.8756730298580518,0.29466470876162504,345,0,188,72.99420289855072,13.0,0.16886930983847284,0.0,0.5449275362318841,0,-4,0,1,1
8A,2016,4907,3131,4153,1572,1.567230916640051,0.8463419604646424,0.32035867128591805,959,0,504,130.50260688216892,14.0,0.19543509272467904,0.0,0.5255474452554745,0,-3,0,1,1
8A,2017,10627,8293,9851,3184,1.2814421801519353,0.9269784511150843,0.2996141902700668,769,0,547,68.90117035110534,6.0,0.07236284934600545,0.0,0.7113133940182055,0,-2,0,1,1
8A,2018,22684,20882,22042,11825,1.0862944162436547,0.9716981132075472,0.5212925409980603,672,0,560,37.595238095238095,3.0,0.029624404866866513,0.0,0.8333333333333334,0,-1,0,1,1
8A,2019,12198,9282,10919,2490,1.3141564318034906,0.8951467453680931,0.20413182488932613,1295,1,1116,51.42007722007722,11.0,0.10616494507296279,0.0007722007722007722,0.8617760617760618,1,0,0,1,0
8A,2020,10891,8082,9946,4319,1.3475624845335312,0.913231108254522,0.3965659719034065,634,0,488,114.79022082018928,13.5,0.0582132035625746,0.0,0.7697160883280757,1,1,1,1,1
8A,2021,12408,9801,11380,4993,1.265993265993266,0.9171502256608639,0.40240167633784657,746,0,378,60.297587131367294,5.0,0.06012250161186331,0.0,0.5067024128686327,1,2,2,1,1
8A,2022,24806,20340,23850,10218,1.219567354965585,0.961460936870112,0.41191647182133356,852,0,457,80.41197183098592,3.0,0.03434652906554866,0.0,0.5363849765258216,1,3,3,1,1
8A,2023,25339,18474,24224,9957,1.371603334415936,0.9559966849520501,0.392951576621019,929,2,484,78.28310010764262,6.0,0.03666285173053396,0.002152852529601722,0.5209903121636168,1,4,4,1,1
8A,2024,30330,21978,29000,11895,1.38001638001638,0.9561490273656446,0.39218595450049454,997,1,430,31.502507522567704,3.0,0.03287174414770854,0.0010030090270812437,0.4312938816449348,1,5,5,1,1
8A,2025,34870,23540,33282,13410,1.4813084112149533,0.9544594207054775,0.3845712646974477,1461,0,771,20.023271731690624,4.0,0.04189848006882707,0.0,0.5277207392197125,1,6,6,1,1
1 district year total_inspections unique_wells compliant_inspections border_exposed_insp inspection_intensity compliance_rate share_border_exposed_insp total_violations major_violations compliant_on_reinsp avg_days_to_enforcement med_days_to_enforcement violations_per_inspection major_share resolution_rate post_2019 year_from_policy post_trend border_district border_exposure_district
2 01 2015 3498 2816 3027 319 1.2421875 0.8653516295025729 0.09119496855345911 592 0 284 124.91216216216216 19.0 0.16923956546598057 0.0 0.4797297297297297 0 -4 0 1 0
3 01 2016 6499 4055 5028 625 1.6027127003699138 0.7736574857670411 0.0961686413294353 1902 0 472 230.09095688748687 20.0 0.2926604092937375 0.0 0.24815983175604628 0 -3 0 1 0
4 01 2017 8649 6153 7613 1042 1.4056557776694296 0.8802173661694994 0.1204763556480518 1439 0 740 326.09451007644196 33.0 0.16637761590935368 0.0 0.5142460041695622 0 -2 0 1 0
5 01 2018 10966 9109 9668 1914 1.2038643100230542 0.8816341418931242 0.17453948568302025 1771 0 1012 290.2190852625635 82.0 0.16149917928141527 0.0 0.5714285714285714 0 -1 0 1 0
6 01 2019 8097 6447 6818 2096 1.2559329920893438 0.8420402618253674 0.25886130665678647 1506 2 771 261.277556440903 73.0 0.18599481289366432 0.0013280212483399733 0.5119521912350598 1 0 0 1 1
7 01 2020 10511 8716 9087 1786 1.205943093162001 0.8645228807915517 0.16991722956902292 1816 1 384 318.03909691629957 260.0 0.17277138236133574 0.0005506607929515419 0.21145374449339208 1 1 1 1 0
8 01 2021 8586 6908 6870 1611 1.2429067747539084 0.8001397624039134 0.18763102725366876 2268 0 669 164.82980599647266 89.0 0.2641509433962264 0.0 0.294973544973545 1 2 2 1 0
9 01 2022 12418 10193 9608 2248 1.2182870597468851 0.7737155741665325 0.18102754066677404 3030 0 1653 142.24158415841583 40.0 0.24400064422612336 0.0 0.5455445544554456 1 3 3 1 0
10 01 2023 14573 11577 11879 2843 1.2587889781463246 0.8151375832018116 0.19508680436423523 2501 4 1464 173.2782886845262 88.0 0.17161874699787277 0.001599360255897641 0.5853658536585366 1 4 4 1 0
11 01 2024 16338 13038 13923 3225 1.253106304647952 0.8521850899742931 0.19739258171134777 2208 0 1135 93.9008152173913 28.0 0.13514506059493206 0.0 0.5140398550724637 1 5 5 1 0
12 01 2025 11691 9599 9193 2470 1.217939368684238 0.7863313660080403 0.2112736292874861 2074 0 298 54.1321118611379 42.0 0.17740141989564623 0.0 0.14368370298939248 1 6 6 1 0
13 02 2015 1174 921 1005 0 1.274701411509229 0.8560477001703578 0.0 192 0 112 171.52604166666666 41.0 0.1635434412265758 0.0 0.5833333333333334 0 -4 0 1 0
14 02 2016 2936 2003 2098 0 1.4658012980529207 0.7145776566757494 0.0 1120 0 216 273.42321428571427 49.0 0.3814713896457766 0.0 0.19285714285714287 0 -3 0 1 0
15 02 2017 5325 4639 4718 0 1.1478766975641301 0.8860093896713614 0.0 642 0 317 270.113707165109 151.5 0.12056338028169014 0.0 0.4937694704049844 0 -2 0 1 0
16 02 2018 5913 5107 5317 0 1.157822596436264 0.8992051412142736 0.0 518 2 184 222.4208494208494 49.5 0.08760358532048029 0.003861003861003861 0.3552123552123552 0 -1 0 1 0
17 02 2019 4427 3696 3945 0 1.1977813852813852 0.8911226564264739 0.0 434 0 173 275.16129032258067 119.5 0.09803478653715834 0.0 0.3986175115207373 1 0 0 1 0
18 02 2020 4713 3679 3789 0 1.2810546344115248 0.803946530872056 0.0 1106 1 196 89.76943942133815 13.0 0.23467006153193296 0.0009041591320072332 0.17721518987341772 1 1 1 1 0
19 02 2021 5090 3929 4405 0 1.2954950369050648 0.8654223968565815 0.0 656 0 220 117.39786585365853 14.5 0.12888015717092338 0.0 0.3353658536585366 1 2 2 1 0
20 02 2022 7290 5842 6578 0 1.2478603218076 0.9023319615912209 0.0 665 0 272 151.3563909774436 19.0 0.09122085048010974 0.0 0.40902255639097745 1 3 3 1 0
21 02 2023 9679 7936 8857 0 1.219632056451613 0.9150738712676929 0.0 826 3 366 197.2397094430993 49.5 0.0853393945655543 0.0036319612590799033 0.4430992736077482 1 4 4 1 0
22 02 2024 11632 8772 10831 0 1.3260373917008663 0.9311382393397524 0.0 804 1 185 107.13805970149254 23.0 0.06911966987620358 0.0012437810945273632 0.2300995024875622 1 5 5 1 0
23 02 2025 9981 7304 9094 0 1.3665115005476451 0.9111311491834485 0.0 866 0 138 35.08545034642032 8.0 0.08676485322112013 0.0 0.15935334872979215 1 6 6 1 0
24 03 2015 3427 2582 3234 412 1.3272656855151046 0.9436825211555296 0.12022176831047564 198 0 118 63.621212121212125 5.5 0.05777648088707324 0.0 0.5959595959595959 0 -4 0 0 0
25 03 2016 7603 4631 7094 1258 1.6417620384366227 0.9330527423385506 0.1654610022359595 447 0 272 36.76733780760626 2.0 0.05879258187557543 0.0 0.6085011185682326 0 -3 0 0 0
26 03 2017 11698 7613 10953 2123 1.53658216209116 0.9363138998119337 0.1814840143614293 573 0 459 62.24432809773124 8.0 0.048982732090955716 0.0 0.8010471204188482 0 -2 0 0 0
27 03 2018 10247 7447 9739 1429 1.3759903316771855 0.9504245144920465 0.13945545037571971 369 0 305 85.03252032520325 7.0 0.03601053967014736 0.0 0.8265582655826558 0 -1 0 0 0
28 03 2019 9459 6381 8713 1223 1.4823695345557122 0.9211333121894492 0.129294851464214 578 0 447 141.74221453287197 36.0 0.06110582514007823 0.0 0.773356401384083 1 0 0 0 0
29 03 2020 12938 8119 11496 1585 1.5935460032023647 0.8885453702272376 0.1225073427113928 1041 0 568 130.04514889529298 5.0 0.08046065852527438 0.0 0.5456292026897214 1 1 1 0 0
30 03 2021 8950 5722 7624 1247 1.564138413142258 0.8518435754189944 0.13932960893854748 1067 0 674 119.0215557638238 6.0 0.11921787709497207 0.0 0.6316776007497656 1 2 2 0 0
31 03 2022 10549 7037 8956 1302 1.4990763109279523 0.8489904256327614 0.1234240212342402 1325 0 914 80.95169811320754 5.0 0.12560432268461466 0.0 0.689811320754717 1 3 3 0 0
32 03 2023 12068 7736 10445 1346 1.5599793174767322 0.865512098110706 0.11153463705667882 1348 3 1154 105.5 8.0 0.11170036460059662 0.002225519287833828 0.8560830860534124 1 4 4 0 0
33 03 2024 10013 7005 8662 1340 1.4294075660242684 0.8650754019774294 0.1338260261659842 1027 0 896 125.9649464459591 22.0 0.10256666333766104 0.0 0.872444011684518 1 5 5 0 0
34 03 2025 10266 6736 8433 1411 1.5240498812351544 0.8214494447691408 0.13744398986947204 1517 0 1125 35.68951878707976 5.0 0.14776933567114747 0.0 0.7415952537903757 1 6 6 0 0
35 04 2015 4389 3619 4208 1540 1.2127659574468086 0.9587605377079061 0.3508771929824561 233 0 134 86.88841201716738 8.0 0.053087263613579405 0.0 0.575107296137339 0 -4 0 0 1
36 04 2016 9573 5914 8603 2943 1.6187013865404125 0.8986733521362165 0.30742713882795364 1055 0 741 42.46635071090047 1.0 0.11020578710957903 0.0 0.7023696682464455 0 -3 0 0 1
37 04 2017 8321 5554 7753 3131 1.4981994958588405 0.931738973681048 0.37627688979689944 700 0 538 50.642857142857146 4.0 0.08412450426631414 0.0 0.7685714285714286 0 -2 0 0 1
38 04 2018 9798 5914 9015 3101 1.6567467027392628 0.9200857317819964 0.31649316186976933 708 0 408 71.11440677966101 4.0 0.07225964482547459 0.0 0.576271186440678 0 -1 0 0 1
39 04 2019 10874 6539 10314 3974 1.6629454044961003 0.9485010115872724 0.36545889277174914 471 0 339 54.52016985138004 6.0 0.04331432775427625 0.0 0.7197452229299363 1 0 0 0 1
40 04 2020 20436 11757 19741 9256 1.73819852003062 0.9659913877471129 0.4529262086513995 755 0 373 105.78675496688741 18.0 0.03694460755529458 0.0 0.49403973509933774 1 1 1 0 1
41 04 2021 13442 6369 12838 3984 2.1105354058721932 0.9550662103853593 0.29638446659723255 450 0 320 224.56666666666666 97.0 0.03347716113673561 0.0 0.7111111111111111 1 2 2 0 1
42 04 2022 14038 7144 13360 3929 1.9650055991041433 0.9517025217267417 0.2798831742413449 531 2 222 107.82109227871939 13.0 0.03782590112551645 0.003766478342749529 0.4180790960451977 1 3 3 0 1
43 04 2023 13674 7806 13254 4447 1.751729438893159 0.9692847740236946 0.32521573789673835 413 0 175 123.26150121065375 35.0 0.030203305543366973 0.0 0.423728813559322 1 4 4 0 1
44 04 2024 15963 9228 15081 5962 1.7298439531859557 0.9447472279646683 0.3734886926016413 577 0 312 112.22876949740035 29.0 0.03614608782810249 0.0 0.5407279029462738 1 5 5 0 1
45 04 2025 16487 8966 14931 5841 1.8388356011599376 0.9056226117547158 0.3542791290107357 1040 0 299 67.24903846153846 29.0 0.06308000242615394 0.0 0.2875 1 6 6 0 1
46 05 2015 1724 1510 1636 3 1.1417218543046357 0.9489559164733179 0.0017401392111368909 119 0 68 124.39495798319328 50.0 0.06902552204176333 0.0 0.5714285714285714 0 -4 0 0 0
47 05 2016 4332 3134 3740 29 1.3822590938098276 0.863342566943675 0.006694367497691598 675 0 194 78.25185185185185 13.0 0.15581717451523547 0.0 0.2874074074074074 0 -3 0 0 0
48 05 2017 4560 3664 4178 21 1.244541484716157 0.9162280701754386 0.004605263157894736 403 0 181 467.87841191066997 251.0 0.08837719298245614 0.0 0.4491315136476427 0 -2 0 0 0
49 05 2018 5713 4678 5450 53 1.2212483967507481 0.95396464204446 0.009277087344652548 223 0 106 432.2062780269058 209.0 0.03903378260108525 0.0 0.47533632286995514 0 -1 0 0 0
50 05 2019 6436 4722 6016 14 1.3629817873782295 0.9347420758234929 0.002175264139216905 429 0 161 464.5128205128205 564.0 0.06665630826600373 0.0 0.3752913752913753 1 0 0 0 0
51 05 2020 5498 3721 5147 30 1.4775597957538296 0.9361586031284104 0.005456529647144416 380 0 162 262.4657894736842 113.0 0.06911604219716261 0.0 0.4263157894736842 1 1 1 0 0
52 05 2021 5513 3572 4847 15 1.5433930571108623 0.8791946308724832 0.0027208416470161437 351 4 204 149.6866096866097 32.0 0.06366769454017776 0.011396011396011397 0.5811965811965812 1 2 2 0 0
53 05 2022 4743 3292 4057 10 1.4407654921020656 0.8553658022348725 0.002108370229812355 461 0 214 120.9240780911063 21.0 0.09719586759434956 0.0 0.4642082429501085 1 3 3 0 0
54 05 2023 6835 4829 6208 14 1.4154069165458687 0.9082662765179225 0.0020482809070958303 459 0 245 148.0653594771242 45.0 0.06715435259692758 0.0 0.5337690631808278 1 4 4 0 0
55 05 2024 7906 5254 7331 38 1.5047582794061667 0.9272704275233999 0.004806476094105743 380 0 138 223.84736842105264 208.0 0.048064760941057424 0.0 0.3631578947368421 1 5 5 0 0
56 05 2025 5244 3601 4710 23 1.4562621494029435 0.8981693363844394 0.0043859649122807015 192 0 68 72.08333333333333 21.5 0.036613272311212815 0.0 0.3541666666666667 1 6 6 0 0
57 06 2015 4068 3271 3675 1577 1.243656374197493 0.9033923303834809 0.38765978367748277 416 0 229 178.08173076923077 62.0 0.10226155358898721 0.0 0.5504807692307693 0 -4 0 1 1
58 06 2016 8969 5885 7662 4514 1.5240441801189464 0.8542758390010035 0.5032891069238488 1887 0 397 228.28510863804982 35.0 0.21039134797636302 0.0 0.21038685744568097 0 -3 0 1 1
59 06 2017 8914 6700 7912 3899 1.3304477611940297 0.8875925510433027 0.43740183980255776 973 0 278 742.841726618705 449.0 0.109154139555755 0.0 0.2857142857142857 0 -2 0 1 1
60 06 2018 15435 11112 14109 8617 1.3890388768898487 0.9140913508260448 0.5582766439909297 1431 0 439 750.711390635919 844.0 0.09271137026239067 0.0 0.30677847658979734 0 -1 0 1 1
61 06 2019 13606 10012 12492 5495 1.3589692369157012 0.9181243569013671 0.40386594149639865 1194 1 456 364.8249581239531 307.5 0.08775540202851682 0.0008375209380234506 0.38190954773869346 1 0 0 1 1
62 06 2020 17383 11984 16328 7998 1.4505173564753004 0.9393085198182132 0.46010469999424725 1036 1 398 321.2364864864865 239.0 0.05959845826382097 0.0009652509652509653 0.3841698841698842 1 1 1 1 1
63 06 2021 16026 10557 15032 7315 1.5180448991190678 0.9379757893423187 0.45644577561462624 662 1 373 181.7190332326284 79.5 0.04130787470360664 0.0015105740181268882 0.5634441087613293 1 2 2 1 1
64 06 2022 18455 11832 17184 7784 1.5597532116294794 0.9311297751286914 0.4217827147114603 959 1 534 88.77476538060479 23.0 0.051964237334055814 0.0010427528675703858 0.556830031282586 1 3 3 1 1
65 06 2023 16331 10742 15663 7952 1.5202941724073729 0.9590961974159574 0.48692670381483066 469 2 235 119.1727078891258 21.0 0.0287183883411916 0.0042643923240938165 0.5010660980810234 1 4 4 1 1
66 06 2024 17953 12114 17173 7723 1.4820042925540697 0.9565532223026793 0.43017880020052357 605 1 270 98.69752066115703 28.0 0.03369910321394753 0.001652892561983471 0.4462809917355372 1 5 5 1 1
67 06 2025 16291 11469 15327 8213 1.420437701630482 0.9408262230679516 0.504143392056964 687 0 189 65.43231441048034 24.0 0.04217052360198883 0.0 0.27510917030567683 1 6 6 1 1
68 08 2015 5386 4563 4680 798 1.1803637957484112 0.8689194207203862 0.14816190122539918 982 0 450 163.61608961303463 42.0 0.1823245451169699 0.0 0.45824847250509165 0 -4 0 1 0
69 08 2016 12946 9506 11004 1732 1.3618767094466653 0.8499922756063649 0.13378649775992585 3243 0 1012 144.12025901942647 9.0 0.25050208558628145 0.0 0.3120567375886525 0 -3 0 1 0
70 08 2017 16113 13525 14334 1453 1.1913493530499075 0.889592254701173 0.0901756345807733 2132 0 1327 114.91181988742964 12.0 0.13231552162849872 0.0 0.6224202626641651 0 -2 0 1 0
71 08 2018 26554 23106 24445 3876 1.1492253094434346 0.9205769375611961 0.14596670934699105 3201 0 1919 118.68697282099345 14.0 0.12054681027340514 0.0 0.5995001562011871 0 -1 0 1 0
72 08 2019 40932 35453 38184 10438 1.1545426339096831 0.9328642626795661 0.2550083064594938 3359 0 1868 95.80500148853825 26.0 0.08206293364604711 0.0 0.5561178922298303 1 0 0 1 1
73 08 2020 28302 23073 25143 5844 1.2266285268495645 0.8883824464702141 0.2064871740513038 3263 0 2026 68.49524977015017 7.0 0.11529220549784468 0.0 0.6209010113392583 1 1 1 1 0
74 08 2021 22042 16683 19130 5680 1.3212251993046815 0.8678885763542328 0.2576898648035568 3058 0 2199 64.95879659908437 6.0 0.13873514200163325 0.0 0.7190974493132767 1 2 2 1 1
75 08 2022 48465 38161 45248 11950 1.270013888524934 0.9336222015887754 0.2465696894666254 3494 0 2867 40.59244419004007 4.0 0.07209326317961415 0.0 0.8205495134516314 1 3 3 1 0
76 08 2023 52877 42189 49581 12154 1.2533361776766456 0.9376666603627286 0.2298541899124383 3349 0 2298 36.20274708868319 6.0 0.06333566579041927 0.0 0.6861749776052553 1 4 4 1 0
77 08 2024 58096 47130 56083 8265 1.2326755781879906 0.9653504544202699 0.14226452767832554 2154 0 1668 52.12163416898793 11.0 0.03707656293032222 0.0 0.7743732590529248 1 5 5 1 0
78 08 2025 42273 35232 40607 7256 1.1998467302452316 0.9605895015731082 0.17164620443308967 1746 0 975 43.46735395189003 15.0 0.04130295933574622 0.0 0.5584192439862543 1 6 6 1 0
79 09 2015 8372 6446 7266 0 1.2987899472541111 0.8678929765886287 0.0 1358 0 582 81.51693667157585 14.0 0.16220735785953178 0.0 0.42857142857142855 0 -4 0 1 0
80 09 2016 14567 10194 11779 0 1.4289778300961349 0.8086084986613579 0.0 3637 0 1178 136.2075886719824 15.0 0.24967392050525158 0.0 0.3238933186692329 0 -3 0 1 0
81 09 2017 15021 12037 12398 0 1.24790230123785 0.8253778044071634 0.0 3671 0 958 286.1024244075184 14.0 0.24439118567339058 0.0 0.26096431490057204 0 -2 0 1 0
82 09 2018 24236 19841 19161 0 1.2215110125497706 0.7906007592011883 0.0 6846 1 3228 450.13175576979256 192.0 0.2824723551741211 0.00014607069821793748 0.4715162138475022 0 -1 0 1 0
83 09 2019 18833 14569 15377 0 1.2926762303521175 0.8164923272978283 0.0 3605 4 1573 224.47045769764216 78.0 0.19141931715605587 0.0011095700416088765 0.4363384188626907 1 0 0 1 0
84 09 2020 18188 13448 15687 0 1.3524687685901249 0.8624917528040467 0.0 2392 0 1609 133.00376254180603 35.0 0.13151528480316693 0.0 0.6726588628762542 1 1 1 1 0
85 09 2021 19052 13021 15592 0 1.4631748713616466 0.8183917698929246 0.0 3629 0 2623 69.73436208321851 12.0 0.1904786899013227 0.0 0.7227886470101956 1 2 2 1 0
86 09 2022 17806 12458 14011 0 1.429282388826457 0.7868695945187015 0.0 4073 0 3030 68.36066781242327 19.0 0.22874312029652927 0.0 0.743923397986742 1 3 3 1 0
87 09 2023 18146 13742 14138 0 1.3204773686508513 0.7791248760057313 0.0 4328 3 3041 42.07231977818854 7.0 0.23850986443293287 0.0006931608133086876 0.702634011090573 1 4 4 1 0
88 09 2024 17223 13311 14189 0 1.2938922695514987 0.8238402136677698 0.0 3401 4 1903 38.17112613937077 4.0 0.1974685014225164 0.0011761246692149367 0.5595413113790062 1 5 5 1 0
89 09 2025 18899 13947 15074 0 1.3550584355058435 0.7976083390655591 0.0 4196 2 2544 24.897521448999047 6.0 0.22202232922376847 0.00047664442326024784 0.6062917063870352 1 6 6 1 0
90 10 2015 5476 3902 4973 1200 1.4033828805740647 0.9081446311176041 0.2191380569758948 551 0 372 27.76769509981851 5.0 0.1006208911614317 0.0 0.6751361161524501 0 -4 0 1 0
91 10 2016 11423 7102 9966 2565 1.608420163334272 0.8724503195307712 0.22454696664624005 1292 0 957 64.16640866873065 5.0 0.11310513875514314 0.0 0.7407120743034056 0 -3 0 1 0
92 10 2017 10453 7638 9398 2526 1.3685519769573187 0.8990720367358653 0.24165311393858221 1114 0 931 58.30879712746858 6.0 0.10657227590165502 0.0 0.8357271095152603 0 -2 0 1 0
93 10 2018 12268 9433 10769 3568 1.300540655146825 0.8778121943267037 0.29083795239647864 1253 0 1157 47.15802075019952 6.0 0.10213563743071405 0.0 0.9233838786911412 0 -1 0 1 1
94 10 2019 11579 8676 10581 3351 1.3346011987090824 0.9138094826841696 0.28940322998531826 853 0 814 46.36107854630715 4.0 0.07366784696433198 0.0 0.9542790152403282 1 0 0 1 1
95 10 2020 11769 8777 10156 2228 1.3408909650222172 0.8629450250658509 0.18931090152094485 1520 0 1436 55.47171052631579 4.0 0.12915285920638966 0.0 0.9447368421052632 1 1 1 1 0
96 10 2021 11459 8056 10131 2438 1.422418073485601 0.8841085609564534 0.21275853041277598 1008 0 845 93.49404761904762 3.0 0.08796579108124618 0.0 0.8382936507936508 1 2 2 1 0
97 10 2022 19005 14009 17120 4792 1.3566278820758084 0.900815574848724 0.25214417258616156 1450 0 1251 96.29034482758621 34.0 0.07629571165482768 0.0 0.8627586206896551 1 3 3 1 1
98 10 2023 14057 9500 12836 3631 1.4796842105263157 0.9131393611723696 0.2583054705840507 1006 0 955 153.110337972167 4.0 0.07156576794479619 0.0 0.9493041749502982 1 4 4 1 1
99 10 2024 18590 12991 17440 4627 1.4309906858594412 0.9381387842926304 0.24889725658956427 1081 0 1021 50.580018501387606 6.0 0.05814954276492738 0.0 0.9444958371877891 1 5 5 1 0
100 10 2025 14021 9104 12004 4003 1.5400922671353252 0.8561443548962271 0.2855003209471507 1947 0 1674 12.00256805341551 3.0 0.13886313387062263 0.0 0.8597842835130971 1 6 6 1 1
101 6E 2015 1629 1338 1393 0 1.2174887892376682 0.8551258440761204 0.0 252 0 82 224.734126984127 104.0 0.15469613259668508 0.0 0.3253968253968254 0 -4 0 0 0
102 6E 2016 2958 1995 2241 0 1.4827067669172933 0.757606490872211 0.0 910 0 241 354.8791208791209 234.0 0.3076402974983097 0.0 0.26483516483516484 0 -3 0 0 0
103 6E 2017 2425 1450 1563 0 1.6724137931034482 0.6445360824742268 0.0 733 0 332 197.55388813096863 102.0 0.3022680412371134 0.0 0.4529331514324693 0 -2 0 0 0
104 6E 2018 6314 4333 5558 0 1.45718901453958 0.8802660753880266 0.0 801 0 132 427.7041198501873 296.0 0.12686094393411468 0.0 0.1647940074906367 0 -1 0 0 0
105 6E 2019 5041 3534 4221 0 1.4264289756649688 0.837333862328903 0.0 667 0 182 327.7496251874063 153.0 0.13231501686173378 0.0 0.272863568215892 1 0 0 0 0
106 6E 2020 8128 4961 7719 0 1.6383793590002016 0.9496801181102362 0.0 314 1 136 372.0668789808917 303.0 0.03863188976377953 0.0031847133757961785 0.43312101910828027 1 1 1 0 0
107 6E 2021 5467 3690 5034 0 1.4815718157181572 0.9207975123468081 0.0 180 0 114 212.76666666666668 175.0 0.032924821657216025 0.0 0.6333333333333333 1 2 2 0 0
108 6E 2022 4237 2783 3693 0 1.5224577793747753 0.871607269294312 0.0 188 2 126 184.5372340425532 39.0 0.04437101722917158 0.010638297872340425 0.6702127659574468 1 3 3 0 0
109 6E 2023 3566 2622 3325 0 1.3600305110602593 0.9324172742568705 0.0 142 3 116 145.11267605633802 63.0 0.039820527201346045 0.02112676056338028 0.8169014084507042 1 4 4 0 0
110 6E 2024 3442 2392 3158 0 1.4389632107023411 0.9174898314933179 0.0 115 2 83 53.721739130434784 15.0 0.033410807669959325 0.017391304347826087 0.7217391304347827 1 5 5 0 0
111 6E 2025 3263 2529 2803 0 1.2902332937920127 0.8590254367146798 0.0 384 2 220 30.205729166666668 14.0 0.11768311369904995 0.005208333333333333 0.5729166666666666 1 6 6 0 0
112 7B 2015 3375 2218 2856 0 1.5216411181244365 0.8462222222222222 0.0 630 0 361 75.83174603174604 4.0 0.18666666666666668 0.0 0.573015873015873 0 -4 0 0 0
113 7B 2016 9033 4575 7406 0 1.9744262295081967 0.8198826524964021 0.0 1712 0 796 36.19042056074766 3.0 0.18952728882984612 0.0 0.4649532710280374 0 -3 0 0 0
114 7B 2017 12282 7905 9898 0 1.5537001897533207 0.8058948054062857 0.0 2659 0 2010 51.311019180142914 4.0 0.2164956847418987 0.0 0.7559232794283566 0 -2 0 0 0
115 7B 2018 11239 8638 9407 0 1.3011113683723083 0.836996174036836 0.0 1903 0 1264 28.94534944823962 4.0 0.16932111397811192 0.0 0.6642143983184445 0 -1 0 0 0
116 7B 2019 7723 5720 6322 0 1.3501748251748251 0.8185938106953257 0.0 1522 0 1129 21.965834428383705 4.0 0.19707367603262982 0.0 0.7417871222076216 1 0 0 0 0
117 7B 2020 12384 7581 10474 0 1.6335575781559162 0.8457687338501292 0.0 2021 0 1409 23.40722414646215 3.0 0.16319444444444445 0.0 0.6971796140524493 1 1 1 0 0
118 7B 2021 15302 7910 13201 0 1.9345132743362832 0.862697686576918 0.0 2113 1 1744 19.798864174159963 3.0 0.1380865246373023 0.000473260766682442 0.8253667770941789 1 2 2 0 0
119 7B 2022 18173 9019 16178 0 2.0149684000443506 0.890221757552413 0.0 1981 0 1655 23.357900050479557 3.0 0.10900786881637595 0.0 0.8354366481574962 1 3 3 0 0
120 7B 2023 21168 9693 18907 0 2.183844011142061 0.8931878306878307 0.0 2233 0 1767 27.300492610837438 5.0 0.105489417989418 0.0 0.7913121361397224 1 4 4 0 0
121 7B 2024 19789 8466 17909 0 2.3374675171273327 0.9049977260093992 0.0 1736 0 1357 23.920506912442395 3.0 0.08772550406791652 0.0 0.7816820276497696 1 5 5 0 0
122 7B 2025 16319 8596 14768 0 1.8984411354118194 0.9049574116061033 0.0 1686 0 944 15.408659549228945 3.0 0.10331515411483547 0.0 0.5599051008303677 1 6 6 0 0
123 7C 2015 4120 3246 3301 0 1.2692544670363524 0.8012135922330097 0.0 999 0 552 31.41941941941942 8.0 0.2424757281553398 0.0 0.5525525525525525 0 -4 0 0 0
124 7C 2016 10614 7361 8920 0 1.4419236516777612 0.84039947239495 0.0 1688 0 853 50.899881516587676 6.0 0.1590352364801206 0.0 0.5053317535545023 0 -3 0 0 0
125 7C 2017 11656 9301 9825 0 1.2531985807977637 0.8429135209334249 0.0 1703 0 916 69.74985320023488 12.0 0.14610501029512699 0.0 0.537874339401057 0 -2 0 0 0
126 7C 2018 14241 12793 13125 0 1.1131868990854374 0.9216347166631557 0.0 1292 0 761 100.05185758513932 13.0 0.09072396601362263 0.0 0.5890092879256966 0 -1 0 0 0
127 7C 2019 10717 9144 9652 0 1.1720253718285214 0.9006251749556778 0.0 1192 0 737 95.97147651006712 8.0 0.11122515629373891 0.0 0.6182885906040269 1 0 0 0 0
128 7C 2020 13072 10284 11078 0 1.2711007390120577 0.8474602203182374 0.0 1687 0 1104 101.85714285714286 45.0 0.12905446756425948 0.0 0.6544161232957914 1 1 1 0 0
129 7C 2021 10816 8645 9397 0 1.2511278195488722 0.868805473372781 0.0 1115 0 618 42.195515695067265 4.0 0.10308801775147929 0.0 0.5542600896860986 1 2 2 0 0
130 7C 2022 18283 14750 17130 0 1.2395254237288136 0.9369359514302904 0.0 980 0 848 39.43061224489796 7.0 0.05360170650330909 0.0 0.8653061224489796 1 3 3 0 0
131 7C 2023 21513 17508 20589 0 1.2287525702535984 0.9570492260493655 0.0 770 0 665 44.907792207792205 6.0 0.03579231162552875 0.0 0.8636363636363636 1 4 4 0 0
132 7C 2024 21710 17199 20649 0 1.2622826908541194 0.9511285122063565 0.0 915 0 818 44.09289617486339 4.0 0.0421464762782128 0.0 0.8939890710382513 1 5 5 0 0
133 7C 2025 26194 20244 25067 0 1.293914246196404 0.9569748797434527 0.0 938 0 609 25.15778251599147 4.0 0.03580972741849278 0.0 0.6492537313432836 1 6 6 0 0
134 8A 2015 2043 1554 1789 602 1.3146718146718146 0.8756730298580518 0.29466470876162504 345 0 188 72.99420289855072 13.0 0.16886930983847284 0.0 0.5449275362318841 0 -4 0 1 1
135 8A 2016 4907 3131 4153 1572 1.567230916640051 0.8463419604646424 0.32035867128591805 959 0 504 130.50260688216892 14.0 0.19543509272467904 0.0 0.5255474452554745 0 -3 0 1 1
136 8A 2017 10627 8293 9851 3184 1.2814421801519353 0.9269784511150843 0.2996141902700668 769 0 547 68.90117035110534 6.0 0.07236284934600545 0.0 0.7113133940182055 0 -2 0 1 1
137 8A 2018 22684 20882 22042 11825 1.0862944162436547 0.9716981132075472 0.5212925409980603 672 0 560 37.595238095238095 3.0 0.029624404866866513 0.0 0.8333333333333334 0 -1 0 1 1
138 8A 2019 12198 9282 10919 2490 1.3141564318034906 0.8951467453680931 0.20413182488932613 1295 1 1116 51.42007722007722 11.0 0.10616494507296279 0.0007722007722007722 0.8617760617760618 1 0 0 1 0
139 8A 2020 10891 8082 9946 4319 1.3475624845335312 0.913231108254522 0.3965659719034065 634 0 488 114.79022082018928 13.5 0.0582132035625746 0.0 0.7697160883280757 1 1 1 1 1
140 8A 2021 12408 9801 11380 4993 1.265993265993266 0.9171502256608639 0.40240167633784657 746 0 378 60.297587131367294 5.0 0.06012250161186331 0.0 0.5067024128686327 1 2 2 1 1
141 8A 2022 24806 20340 23850 10218 1.219567354965585 0.961460936870112 0.41191647182133356 852 0 457 80.41197183098592 3.0 0.03434652906554866 0.0 0.5363849765258216 1 3 3 1 1
142 8A 2023 25339 18474 24224 9957 1.371603334415936 0.9559966849520501 0.392951576621019 929 2 484 78.28310010764262 6.0 0.03666285173053396 0.002152852529601722 0.5209903121636168 1 4 4 1 1
143 8A 2024 30330 21978 29000 11895 1.38001638001638 0.9561490273656446 0.39218595450049454 997 1 430 31.502507522567704 3.0 0.03287174414770854 0.0010030090270812437 0.4312938816449348 1 5 5 1 1
144 8A 2025 34870 23540 33282 13410 1.4813084112149533 0.9544594207054775 0.3845712646974477 1461 0 771 20.023271731690624 4.0 0.04189848006882707 0.0 0.5277207392197125 1 6 6 1 1

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analysis/output_borderlands/money_border_type_timing_results.csv Normal file
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term,coef,pvalue
post_2019:has_tx_mex,4.089987550447354,0.9061834734059393
post_2019:has_tx_nm,-18.744184897167933,0.6013252122112276
post_2019:has_tx_ok,-14.244633686588397,0.8134346799274497
post_2019:has_tx_la,-43.65984294535339,0.6414995635196573
post_trend:has_tx_mex,-0.014785326896972872,0.9991292137842269
post_trend:has_tx_nm,22.906694978425094,0.0189471590749384
post_trend:has_tx_ok,-16.71881811942892,0.0793618699449027
post_trend:has_tx_la,0.6415198480610695,0.9550577950525045
1 term coef pvalue
2 post_2019:has_tx_mex 4.089987550447354 0.9061834734059393
3 post_2019:has_tx_nm -18.744184897167933 0.6013252122112276
4 post_2019:has_tx_ok -14.244633686588397 0.8134346799274497
5 post_2019:has_tx_la -43.65984294535339 0.6414995635196573
6 post_trend:has_tx_mex -0.014785326896972872 0.9991292137842269
7 post_trend:has_tx_nm 22.906694978425094 0.0189471590749384
8 post_trend:has_tx_ok -16.71881811942892 0.0793618699449027
9 post_trend:has_tx_la 0.6415198480610695 0.9550577950525045

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cutoff_km,coef,pvalue,nobs
25,-101.92826819730227,0.7010300513734967,143
75,-75.65907483700701,0.5115965713174391,143
100,-4.47953603353538,0.9473512061250438,143
1 cutoff_km coef pvalue nobs
2 25 -101.92826819730227 0.7010300513734967 143
3 75 -75.65907483700701 0.5115965713174391 143
4 100 -4.47953603353538 0.9473512061250438 143

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analysis/output_borderlands/money_plot_timing_ci_by_year.csv Normal file
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year,group,mean_days,sd_days,n,se_days,ci95,lower,upper
2015,Border,117.20212269729133,57.875448736776114,7,21.874863481968127,42.87473242465753,74.3273902726338,160.07685512194885
2015,Non-border,101.14831242614422,67.71784869667789,6,27.645695964309287,54.1855640900462,46.96274833609802,155.3338765161904
2016,Border,172.39944900765133,73.29917908450243,7,27.70448559468293,54.30079176557854,118.09865724207279,226.70024077322986
2016,Non-border,99.90916055446912,125.8787298386157,6,51.389776262377325,100.72396147425955,-0.8148009197904287,200.63312202872868
2017,Border,266.75345080482543,236.7198277825005,7,89.47168495864781,175.3645025189497,91.38894828587573,442.11795332377517
2017,Non-border,149.89672627710078,165.56599519638718,6,67.59203449787323,132.48038761583152,17.416338661269265,282.3771138929323
2018,Border,273.84618753650795,255.82092651521103,7,96.69122167505398,189.5147944831058,84.33139305340217,463.36098201961374
2018,Non-border,190.84242200255605,186.73194505133884,6,76.23299734220109,149.41667479071413,41.42574721184192,340.25909679327015
2019,Border,188.4743456914288,124.3502131144661,7,46.999962768394276,92.11992702605278,96.35441866537602,280.59427271748154
2019,Non-border,184.41035683715495,174.30159234234424,6,71.15832709889119,139.47032111382674,44.94003572332821,323.8806779509817
2020,Border,157.25799521179792,113.96290757765432,7,43.07393030518738,84.42490339816727,72.83309181363065,241.6828986099652
2020,Non-border,165.93815655339355,127.38490981861302,6,52.00467166434213,101.92915646211058,64.00900009128297,267.8673130155041
2021,Border,107.49021407363963,49.24999239333886,7,18.61474742065677,36.48490494448727,71.00530912915237,143.97511901812692
2021,Non-border,128.00597977549901,85.0074414340079,6,34.70414264214069,68.02011957859575,59.98586019690326,196.02609935409475
2022,Border,95.43259559678566,39.432569777324034,7,14.904110455285858,29.212056492360283,66.22053910442537,124.64465208914595
2022,Non-border,92.83710247016064,58.72510176116014,6,23.974422401310022,46.989867906567646,45.847234563593,139.8269703767283
2023,Border,114.19417299477608,63.901717425064696,7,24.15257895094913,47.339054743860295,66.85511825091578,161.53322773863638
2023,Non-border,99.02463692712426,51.44208684823281,6,21.00114401368462,41.162242266821856,57.86239466030241,140.1868791939461
2024,Border,67.44452598747927,31.411846998184483,7,11.872562196915274,23.270221905953935,44.174304081525335,90.7147478934332
2024,Non-border,97.2960377636921,73.72027454807207,6,30.096176056777058,58.98850507128303,38.30753269240907,156.28454283497513
2025,Border,36.43437025771912,19.169025630489177,7,7.245210670528211,14.200612914235293,22.233757343483823,50.63498317195441
2025,Non-border,40.965676968973106,23.26279698255439,6,9.496997099535742,18.614114315090053,22.351562653883054,59.57979128406316
1 year group mean_days sd_days n se_days ci95 lower upper
2 2015 Border 117.20212269729133 57.875448736776114 7 21.874863481968127 42.87473242465753 74.3273902726338 160.07685512194885
3 2015 Non-border 101.14831242614422 67.71784869667789 6 27.645695964309287 54.1855640900462 46.96274833609802 155.3338765161904
4 2016 Border 172.39944900765133 73.29917908450243 7 27.70448559468293 54.30079176557854 118.09865724207279 226.70024077322986
5 2016 Non-border 99.90916055446912 125.8787298386157 6 51.389776262377325 100.72396147425955 -0.8148009197904287 200.63312202872868
6 2017 Border 266.75345080482543 236.7198277825005 7 89.47168495864781 175.3645025189497 91.38894828587573 442.11795332377517
7 2017 Non-border 149.89672627710078 165.56599519638718 6 67.59203449787323 132.48038761583152 17.416338661269265 282.3771138929323
8 2018 Border 273.84618753650795 255.82092651521103 7 96.69122167505398 189.5147944831058 84.33139305340217 463.36098201961374
9 2018 Non-border 190.84242200255605 186.73194505133884 6 76.23299734220109 149.41667479071413 41.42574721184192 340.25909679327015
10 2019 Border 188.4743456914288 124.3502131144661 7 46.999962768394276 92.11992702605278 96.35441866537602 280.59427271748154
11 2019 Non-border 184.41035683715495 174.30159234234424 6 71.15832709889119 139.47032111382674 44.94003572332821 323.8806779509817
12 2020 Border 157.25799521179792 113.96290757765432 7 43.07393030518738 84.42490339816727 72.83309181363065 241.6828986099652
13 2020 Non-border 165.93815655339355 127.38490981861302 6 52.00467166434213 101.92915646211058 64.00900009128297 267.8673130155041
14 2021 Border 107.49021407363963 49.24999239333886 7 18.61474742065677 36.48490494448727 71.00530912915237 143.97511901812692
15 2021 Non-border 128.00597977549901 85.0074414340079 6 34.70414264214069 68.02011957859575 59.98586019690326 196.02609935409475
16 2022 Border 95.43259559678566 39.432569777324034 7 14.904110455285858 29.212056492360283 66.22053910442537 124.64465208914595
17 2022 Non-border 92.83710247016064 58.72510176116014 6 23.974422401310022 46.989867906567646 45.847234563593 139.8269703767283
18 2023 Border 114.19417299477608 63.901717425064696 7 24.15257895094913 47.339054743860295 66.85511825091578 161.53322773863638
19 2023 Non-border 99.02463692712426 51.44208684823281 6 21.00114401368462 41.162242266821856 57.86239466030241 140.1868791939461
20 2024 Border 67.44452598747927 31.411846998184483 7 11.872562196915274 23.270221905953935 44.174304081525335 90.7147478934332
21 2024 Non-border 97.2960377636921 73.72027454807207 6 30.096176056777058 58.98850507128303 38.30753269240907 156.28454283497513
22 2025 Border 36.43437025771912 19.169025630489177 7 7.245210670528211 14.200612914235293 22.233757343483823 50.63498317195441
23 2025 Non-border 40.965676968973106 23.26279698255439 6 9.496997099535742 18.614114315090053 22.351562653883054 59.57979128406316

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outcome,coef_border_district,pvalue,nobs
inspection_intensity,-0.17547931722488824,0.0998748856277178,143
violations_per_inspection,0.04336637346518175,0.09489246616514625,143
1 outcome coef_border_district pvalue nobs
2 inspection_intensity -0.17547931722488824 0.0998748856277178 143
3 violations_per_inspection 0.04336637346518175 0.09489246616514625 143

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outcome,coef_post_x_border,p_post_x_border,coef_posttrend_x_border,p_posttrend_x_border,nobs
inspection_intensity,-0.1191271812775071,0.07532691544217612,-0.005230225412909913,0.8180733370880423,143
violations_per_inspection,0.00402375801124064,0.8880957839347553,-0.0011828266296696032,0.8349527143654992,143
avg_days_to_enforcement,-74.58932764437921,0.015605247235602714,-1.1586887784394795,0.9252307894328422,143
resolution_rate,0.04040482153740251,0.45201946017144046,-0.018620975271288254,0.3403549348720055,143
1 outcome coef_post_x_border p_post_x_border coef_posttrend_x_border p_posttrend_x_border nobs
2 inspection_intensity -0.1191271812775071 0.07532691544217612 -0.005230225412909913 0.8180733370880423 143
3 violations_per_inspection 0.00402375801124064 0.8880957839347553 -0.0011828266296696032 0.8349527143654992 143
4 avg_days_to_enforcement -74.58932764437921 0.015605247235602714 -1.1586887784394795 0.9252307894328422 143
5 resolution_rate 0.04040482153740251 0.45201946017144046 -0.018620975271288254 0.3403549348720055 143

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