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texas-district-analysis/analysis_output.json
dadams-AU 7b8890ed80 Initial commit
2026-01-30 10:57:55 -08:00

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{
"inspection_analysis": {
"overall_statistics": {
"total_inspections": 1878764,
"unique_wells_inspected": 420185,
"overall_compliance_rate": 89.90171197659737,
"avg_days_between_inspections": 557.8058788725191,
"median_days_between_inspections": 328.0
},
"temporal_patterns": {
"inspections_by_year": {
"2015": 48681,
"2016": 106360,
"2017": 126044,
"2018": 175608,
"2019": 159922,
"2020": 174213,
"2021": 154153,
"2022": 218268,
"2023": 229826,
"2024": 248985,
"2025": 225799,
"2026": 10905
},
"compliance_by_year": {
"2015": 88.41847948891764,
"2016": 84.33057540428732,
"2017": 87.58370092983402,
"2018": 89.86207917634732,
"2019": 89.76501044259076,
"2020": 89.42558821672321,
"2021": 87.88735866314636,
"2022": 90.2436454267231,
"2023": 91.33257333809055,
"2024": 92.94897282968854,
"2025": 90.91847173813878,
"2026": 88.74828060522695
}
},
"district_performance": {
"inspections_by_district": {
"01": 112132,
"02": 68330,
"03": 107708,
"04": 137959,
"05": 58731,
"06": 153755,
"08": 356608,
"09": 191339,
"10": 140961,
"6E": 46504,
"7B": 147579,
"7C": 164102,
"8A": 193056
},
"compliance_by_district": {
"01": 82.92726429565155,
"02": 88.89799502414752,
"03": 88.89868904816727,
"04": 94.19320232822795,
"05": 91.10350581464644,
"06": 92.89714155637215,
"08": 92.82321204235463,
"09": 81.18992991496768,
"10": 89.40132377040459,
"6E": 87.5602098744194,
"7B": 86.7616666327865,
"7C": 91.28651692240192,
"8A": 94.4399552461462
}
}
},
"violation_analysis": {
"overall_statistics": {
"total_violations": 193338,
"unique_wells_with_violations": 81670,
"major_violations": 65,
"compliance_on_reinspection_rate": 57.22930825807653
},
"violation_types": {
"common_violations": {
"SWR 3(2)": 47338,
"SWR 14(b)(2)": 46556,
"SWR 8(d)(1)": 24971,
"SWR 13(a)(6)(A)": 20287,
"SWR 17(a)": 8985,
"SWR 21(l)": 7407,
"SWR 46": 4958,
"SWR 91(d)(1)": 4199,
"SWR 8(d)(4)(H)(i)": 2951,
"SWR 36(d)(1)(G)": 2538
},
"major_violation_types": {
"SWR 8(d)(1)": 34,
"SWR 5(c)": 5,
"SWR 8(b)": 4,
"SWR 9(1)": 4,
"SWR 73(i)": 4
}
},
"enforcement_effectiveness": {
"resolution_rate_by_type": {
"4.101(a)": 41.66666666666667,
"4.103(a)": 55.286738351254485,
"4.103(c)": 75.0,
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"4.113(e)": 58.06451612903226,
"4.114(2)": 100.0,
"4.114(3)": 16.666666666666664,
"4.114(3)(A)(i)": 50.0,
"4.114(3)(A)(ii)": 80.0,
"4.114(3)(A)(iii)": 61.25000000000001,
"SWR 13(a)(6)(A)": 60.49194065164883,
"SWR 13(a)(6)(B)": 53.333333333333336,
"SWR 13(a)(6)(B)(viii)": 0.0,
"SWR 13(a)(6)(E)(i)": 50.0,
"SWR 13(b)(1)(B)(i)": 37.03703703703704,
"SWR 13(b)(1)(B)(ii)": 100.0,
"SWR 14(a)(3)": 69.56521739130434,
"SWR 14(b)(1)": 50.98039215686274,
"SWR 14(b)(2)": 42.22871380702809,
"SWR 14(d)(1)-(11)": 49.280575539568346,
"SWR 14(d)(12)": 69.33187294633078,
"SWR 15(f)(2)(A)": 58.46645367412141,
"SWR 15(f)(2)(A)(i)": 58.06451612903226,
"SWR 15(f)(2)(A)(ii)": 71.35371179039302,
"SWR 16(b)": 53.160173160173166,
"SWR 17(a)": 51.4079020589872,
"SWR 2(a)": 43.24324324324324,
"SWR 2(b)": 74.61928934010153,
"SWR 20(a)(1)": 74.68354430379746,
"SWR 21(i)": 60.393873085339166,
"SWR 21(k)": 89.44099378881988,
"SWR 21(l)": 73.97056838126097,
"SWR 22(c)": 100.0,
"SWR 27(a)": 68.95833333333333,
"SWR 27(c)": 19.047619047619047,
"SWR 3(2)": 58.37804723477967,
"SWR 3(4)": 80.7017543859649,
"SWR 3(5)": 78.58267716535433,
"SWR 32(f)(2)": 25.0,
"SWR 36(c)(11)-(12)": 84.61538461538461,
"SWR 36(c)(13)": 60.0,
"SWR 36(c)(14)": 62.5,
"SWR 36(c)(8)": 56.30630630630631,
"SWR 36(c)(9)(A)": 40.0,
"SWR 36(c)(9)(Q)": 24.0,
"SWR 36(d)(1)": 10.0,
"SWR 36(d)(1)(G)": 54.64933018124507,
"SWR 36(d)(2)": 85.71428571428571,
"SWR 36(d)(3)": 80.0,
"SWR 46": 37.39411052843889,
"SWR 46(a)": 43.58841778697001,
"SWR 46(g)(1)": 73.33333333333333,
"SWR 46(g)(2)": 73.29192546583852,
"SWR 46(j)": 29.111338100102145,
"SWR 5": 42.201834862385326,
"SWR 5(a)": 33.33333333333333,
"SWR 5(c)": 29.411764705882355,
"SWR 73(h)": 70.96774193548387,
"SWR 73(i)": 72.85587975243148,
"SWR 8": 61.15702479338842,
"SWR 8(b)": 49.78354978354979,
"SWR 8(d)(1)": 75.66376997316887,
"SWR 8(d)(2)": 60.80402010050251,
"SWR 8(d)(4)(H)(i)": 67.26533378515758,
"SWR 8(d)(4)(H)(i)(I)": 68.89632107023411,
"SWR 8(d)(4)(H)(i)(II)": 71.35922330097088,
"SWR 8(d)(4)(H)(i)(III)": 81.79012345679013,
"SWR 8(d)(5)(B)": 100.0,
"SWR 8(f)(1)(C)(ii)": 0.0,
"SWR 81(b)(1)": 77.77777777777779,
"SWR 81(b)(2)": 25.0,
"SWR 9": 64.77556109725685,
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"SWR 9(12)(C)(i)": 47.10526315789474,
"SWR 9(12)(C)(ii)": 47.69230769230769,
"SWR 9(9)(A)": 52.63157894736842,
"SWR 9(9)(B)": 82.35294117647058,
"SWR 91(d)(1)": 65.68230531078828,
"SWR 91(e)(1)": 66.66666666666666,
"SWR 98(d)": 80.78817733990148,
"TNRC 91": 44.18604651162791
}
}
},
"regulatory_chain": {
"summary": {
"total_inspections": 1878764,
"violation_rate": 0.15329227087595887,
"unique_wells_inspected": 420185
},
"conversion_funnel": {
"inspections_with_violations": 2880,
"violations_with_enforcement": 193094
},
"enforcement_patterns": {
"action_types": {
"Notice of Violation": 141399,
"Referred to Austin Field Ops for possible legal enforcement": 25693,
"Referred to State-Managed Plugging": 19502,
"Issued a Severance/Seal Order": 5415,
"Referred to State-Managed Cleanup Program": 552,
"Violation Corrected": 533
},
"enforcement_rate": 100.0,
"avg_days_to_enforcement": 127.42583922856225
},
"time_spans": {
"last_enf_action_date": {
"count": 193094,
"mean": "2021-02-09 02:43:06.636560",
"min": "2015-08-04 00:00:00",
"25%": "2018-07-26 00:00:00",
"50%": "2021-04-28 00:00:00",
"75%": "2023-07-27 00:00:00",
"max": "2026-01-23 00:00:00",
"std": NaN
},
"violation_disc_date": {
"count": 193094,
"mean": "2020-10-04 16:29:54.127212",
"min": "2015-08-03 00:00:00",
"25%": "2018-02-15 00:00:00",
"50%": "2020-10-19 00:00:00",
"75%": "2023-04-26 00:00:00",
"max": "2026-01-23 00:00:00",
"std": NaN
},
"violation_row_id": {
"count": 193094.0,
"mean": 96675.70042052057,
"min": 1.0,
"25%": 48328.25,
"50%": 96676.5,
"75%": 145021.75,
"max": 193338.0,
"std": 55817.19667224267
},
"total_violations": {
"count": 193094.0,
"mean": 4.870534558298031,
"min": 1.0,
"25%": 2.0,
"50%": 3.0,
"75%": 6.0,
"max": 137.0,
"std": 6.427114223737546
},
"violation_number": {
"count": 193094.0,
"mean": 2.9358447181165648,
"min": 1.0,
"25%": 1.0,
"50%": 2.0,
"75%": 3.0,
"max": 137.0,
"std": 3.9614971738015243
},
"inspection_date": {
"count": 193094,
"mean": "2020-10-04 08:04:59.493510",
"min": "2015-08-03 00:00:00",
"25%": "2018-02-15 00:00:00",
"50%": "2020-10-19 00:00:00",
"75%": "2023-04-25 00:00:00",
"max": "2026-01-23 00:00:00",
"std": NaN
},
"days_since_last_inspection": {
"count": 142545.0,
"mean": 555.9483882282788,
"min": 0.0,
"25%": 78.0,
"50%": 319.0,
"75%": 892.0,
"max": 3381.0,
"std": 589.2741525027277
},
"year": {
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"mean": 2020.264280609444,
"min": 2015.0,
"25%": 2018.0,
"50%": 2020.0,
"75%": 2023.0,
"max": 2026.0,
"std": 3.0388739256345687
},
"insp_to_viol": {
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"mean": 0.35063233451065284,
"min": 0.0,
"25%": 0.0,
"50%": 0.0,
"75%": 0.0,
"max": 934.0,
"std": 8.098689103488786
},
"viol_to_enforce": {
"count": 193094.0,
"mean": 127.42583922856225,
"min": 0.0,
"25%": 3.0,
"50%": 14.0,
"75%": 96.0,
"max": 3640.0,
"std": 285.74806534307567
},
"total_span": {
"count": 193094.0,
"mean": 127.7764715630729,
"min": 0.0,
"25%": 3.0,
"50%": 15.0,
"75%": 97.0,
"max": 3640.0,
"std": 285.81921819864266
}
}
},
"environmental_justice": {
"summary": {
"total_tracts": 2981,
"total_wells": 1009322,
"avg_wells_per_tract": 338.5850385776585,
"avg_ej_score": NaN
},
"correlations": {},
"high_vulnerability_vs_low": {},
"high_poverty_vs_low": {}
}
}
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