update postgis
This commit is contained in:
@@ -226,7 +226,37 @@
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},
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{
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"cell_type": "code",
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"execution_count": 9,
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"execution_count": 10,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"count 16890.00000\n",
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"mean 79281.58958\n",
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"std 24119.48779\n",
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"min 29965.00000\n",
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"25% 64573.00000\n",
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"50% 72717.00000\n",
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"75% 85561.00000\n",
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"max 190417.00000\n",
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"Name: median_household_income, dtype: float64"
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]
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},
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"execution_count": 10,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"# summarize median household income\n",
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"spills_gdf['median_household_income'].describe()\n",
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"\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 11,
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"metadata": {},
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"outputs": [
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{
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@@ -243,7 +273,7 @@
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"Name: Report Delay (Days), dtype: float64"
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]
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},
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"execution_count": 9,
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"execution_count": 11,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -256,7 +286,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 10,
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"execution_count": 12,
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"metadata": {},
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"outputs": [
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{
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@@ -285,7 +315,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 11,
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"execution_count": 13,
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"metadata": {},
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"outputs": [
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{
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@@ -298,7 +328,7 @@
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"Model: OLS Adj. R-squared: -0.000\n",
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"Method: Least Squares F-statistic: 0.2970\n",
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"Date: Mon, 12 Aug 2024 Prob (F-statistic): 0.586\n",
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"Time: 15:21:10 Log-Likelihood: -1.0577e+05\n",
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"Time: 22:35:51 Log-Likelihood: -1.0577e+05\n",
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"No. Observations: 16890 AIC: 2.116e+05\n",
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"Df Residuals: 16888 BIC: 2.116e+05\n",
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"Df Model: 1 \n",
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@@ -341,7 +371,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 12,
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"execution_count": 14,
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"metadata": {},
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"outputs": [
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{
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@@ -406,7 +436,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 13,
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"execution_count": 15,
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"metadata": {},
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"outputs": [
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{
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@@ -450,7 +480,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 14,
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"execution_count": 16,
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"metadata": {},
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"outputs": [
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{
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@@ -512,7 +542,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 15,
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"execution_count": 17,
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"metadata": {},
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"outputs": [
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{
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@@ -556,7 +586,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 16,
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"execution_count": 18,
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"metadata": {},
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"outputs": [],
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"source": [
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@@ -576,7 +606,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 17,
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"execution_count": 19,
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"metadata": {},
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"outputs": [
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{
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@@ -693,7 +723,7 @@
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"percent_hispanic 1.000000 "
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]
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},
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"execution_count": 17,
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"execution_count": 19,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -708,7 +738,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 18,
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"execution_count": 20,
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"outputs": [
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{
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@@ -739,7 +769,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 19,
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"execution_count": 21,
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"metadata": {},
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"outputs": [
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{
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@@ -759,7 +789,7 @@
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"Name: count, dtype: int64"
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]
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},
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"execution_count": 19,
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"execution_count": 21,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -774,7 +804,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 20,
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"execution_count": 22,
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"metadata": {},
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"outputs": [
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{
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@@ -794,7 +824,7 @@
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"Name: count, dtype: int64"
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]
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},
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"execution_count": 20,
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"execution_count": 22,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -809,7 +839,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 21,
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"execution_count": 23,
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"metadata": {},
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"outputs": [
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{
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@@ -830,7 +860,7 @@
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"Name: count, Length: 275, dtype: int64"
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]
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},
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"execution_count": 21,
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"execution_count": 23,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -845,7 +875,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 22,
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"execution_count": 24,
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"metadata": {},
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"outputs": [
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{
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@@ -888,7 +918,7 @@
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"Name: count, dtype: int64"
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]
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},
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"execution_count": 22,
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"execution_count": 24,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -903,7 +933,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 23,
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"execution_count": 25,
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"metadata": {},
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"outputs": [
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{
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@@ -998,7 +1028,7 @@
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"08001008538 75.181714 "
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]
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},
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"execution_count": 23,
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"execution_count": 25,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -1018,7 +1048,7 @@
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},
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"cell_type": "code",
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"execution_count": 24,
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"execution_count": 26,
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"metadata": {},
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"outputs": [
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{
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@@ -1095,7 +1125,7 @@
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"percent_white -0.067320 1.000000 "
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]
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},
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"execution_count": 24,
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"execution_count": 26,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -1110,7 +1140,7 @@
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},
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"outputs": [
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{
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{
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"cell_type": "code",
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"execution_count": 26,
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"execution_count": 28,
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"metadata": {},
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"outputs": [
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{
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@@ -1188,7 +1218,7 @@
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"dtype: int64"
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]
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},
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"execution_count": 26,
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"execution_count": 28,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -1203,7 +1233,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 27,
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"execution_count": 29,
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"metadata": {},
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"outputs": [
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{
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@@ -1216,7 +1246,7 @@
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"Model: OLS Adj. R-squared: 0.008\n",
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"Method: Least Squares F-statistic: 1.403\n",
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"Date: Mon, 12 Aug 2024 Prob (F-statistic): 0.244\n",
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"Time: 15:21:12 Log-Likelihood: -1091.6\n",
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"Time: 22:36:52 Log-Likelihood: -1091.6\n",
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"No. Observations: 157 AIC: 2191.\n",
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"Df Residuals: 153 BIC: 2203.\n",
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"Df Model: 3 \n",
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@@ -1260,7 +1290,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 28,
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"execution_count": 30,
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"metadata": {},
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"outputs": [
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{
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@@ -1337,7 +1367,7 @@
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"percent_white -0.067320 1.000000 "
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]
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},
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"execution_count": 28,
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"execution_count": 30,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -1352,7 +1382,7 @@
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"execution_count": 31,
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"metadata": {},
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"outputs": [
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{
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@@ -1419,7 +1449,7 @@
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"4 2014-06-23 2014"
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]
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},
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"execution_count": 29,
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"execution_count": 31,
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"execution_count": 32,
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"metadata": {},
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"outputs": [
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{
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@@ -1538,7 +1568,7 @@
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"8 2023 2077 173.083333"
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]
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},
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"execution_count": 30,
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"execution_count": 32,
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"metadata": {},
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"output_type": "execute_result"
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"metadata": {},
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"outputs": [
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{
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@@ -1675,7 +1705,7 @@
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"10 2024 12.123333"
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]
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},
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"execution_count": 31,
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"execution_count": 33,
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"metadata": {},
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}
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@@ -1830,7 +1860,7 @@
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"8 2023 173.083333"
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]
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},
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"execution_count": 34,
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"execution_count": 36,
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"metadata": {},
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}
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div>\n",
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"<style scoped>\n",
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" .dataframe tbody tr th:only-of-type {\n",
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" vertical-align: middle;\n",
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" }\n",
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"\n",
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" .dataframe tbody tr th {\n",
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" vertical-align: top;\n",
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" }\n",
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"\n",
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" .dataframe thead th {\n",
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" text-align: right;\n",
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" }\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th></th>\n",
|
||||
" <th>Document #</th>\n",
|
||||
" <th>Operator #</th>\n",
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||||
" <th>Tracking #</th>\n",
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" <th>Initial Report Date</th>\n",
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" <th>Date of Discovery</th>\n",
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" <th>Section</th>\n",
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" <th>Latitude</th>\n",
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" <th>Longitude</th>\n",
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" <th>Facility ID</th>\n",
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" <th>Waters of the State</th>\n",
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" <th>...</th>\n",
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" <th>hispanic_population</th>\n",
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" <th>median_household_income</th>\n",
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" <th>poverty_population</th>\n",
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" <th>unemployed_population</th>\n",
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" <th>percent_white</th>\n",
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" <th>percent_hispanic</th>\n",
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" <th>percent_poverty</th>\n",
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" <th>unemployment_rate</th>\n",
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" <th>Report Delay (Days)</th>\n",
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" <th>Report Year</th>\n",
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" </tr>\n",
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <th>count</th>\n",
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" <td>1.689000e+04</td>\n",
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" <td>16890.000000</td>\n",
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" <td>1.689000e+04</td>\n",
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" <td>16890</td>\n",
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" <td>16890</td>\n",
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" <td>16890.000000</td>\n",
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" <td>16890.000000</td>\n",
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" <td>16890.000000</td>\n",
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" <td>9.348000e+03</td>\n",
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" <td>10450.000000</td>\n",
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" <td>...</td>\n",
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" <td>16890.000000</td>\n",
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" <td>16890.00000</td>\n",
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" <td>16890.000000</td>\n",
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" <td>16890.000000</td>\n",
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" <td>16886.000000</td>\n",
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" <td>16886.000000</td>\n",
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" <td>16886.000000</td>\n",
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" <td>16886.000000</td>\n",
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" <td>16890.000000</td>\n",
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" <td>16890.000000</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>mean</th>\n",
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" <td>4.022262e+08</td>\n",
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||||
" <td>42616.314032</td>\n",
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||||
" <td>4.019028e+08</td>\n",
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||||
" <td>2019-09-07 19:15:24.618117376</td>\n",
|
||||
" <td>2019-08-28 21:23:22.912966144</td>\n",
|
||||
" <td>18.915157</td>\n",
|
||||
" <td>39.905069</td>\n",
|
||||
" <td>-105.446183</td>\n",
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||||
" <td>3.778717e+05</td>\n",
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||||
" <td>0.146411</td>\n",
|
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" <td>...</td>\n",
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" <td>1029.143813</td>\n",
|
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" <td>79281.58958</td>\n",
|
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" <td>474.496152</td>\n",
|
||||
" <td>129.642274</td>\n",
|
||||
" <td>83.509353</td>\n",
|
||||
" <td>22.542174</td>\n",
|
||||
" <td>10.344773</td>\n",
|
||||
" <td>2.652712</td>\n",
|
||||
" <td>9.911131</td>\n",
|
||||
" <td>2019.191948</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>min</th>\n",
|
||||
" <td>4.006288e+08</td>\n",
|
||||
" <td>5.000000</td>\n",
|
||||
" <td>1.125370e+05</td>\n",
|
||||
" <td>2014-06-18 00:00:00</td>\n",
|
||||
" <td>1994-11-14 00:00:00</td>\n",
|
||||
" <td>1.000000</td>\n",
|
||||
" <td>36.994626</td>\n",
|
||||
" <td>-109.048729</td>\n",
|
||||
" <td>1.071900e+04</td>\n",
|
||||
" <td>0.000000</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>0.000000</td>\n",
|
||||
" <td>29965.00000</td>\n",
|
||||
" <td>0.000000</td>\n",
|
||||
" <td>0.000000</td>\n",
|
||||
" <td>28.591783</td>\n",
|
||||
" <td>0.958248</td>\n",
|
||||
" <td>0.000000</td>\n",
|
||||
" <td>0.000000</td>\n",
|
||||
" <td>0.000000</td>\n",
|
||||
" <td>2014.000000</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>25%</th>\n",
|
||||
" <td>4.012788e+08</td>\n",
|
||||
" <td>10456.000000</td>\n",
|
||||
" <td>4.012024e+08</td>\n",
|
||||
" <td>2017-02-08 00:00:00</td>\n",
|
||||
" <td>2017-02-01 00:00:00</td>\n",
|
||||
" <td>10.000000</td>\n",
|
||||
" <td>39.762535</td>\n",
|
||||
" <td>-106.417460</td>\n",
|
||||
" <td>3.268140e+05</td>\n",
|
||||
" <td>0.000000</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>475.000000</td>\n",
|
||||
" <td>64573.00000</td>\n",
|
||||
" <td>234.000000</td>\n",
|
||||
" <td>57.000000</td>\n",
|
||||
" <td>78.829310</td>\n",
|
||||
" <td>12.506417</td>\n",
|
||||
" <td>5.832087</td>\n",
|
||||
" <td>1.541138</td>\n",
|
||||
" <td>0.000000</td>\n",
|
||||
" <td>2017.000000</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>50%</th>\n",
|
||||
" <td>4.022739e+08</td>\n",
|
||||
" <td>35080.000000</td>\n",
|
||||
" <td>4.021915e+08</td>\n",
|
||||
" <td>2019-09-30 00:00:00</td>\n",
|
||||
" <td>2019-09-25 00:00:00</td>\n",
|
||||
" <td>20.000000</td>\n",
|
||||
" <td>40.161668</td>\n",
|
||||
" <td>-104.794379</td>\n",
|
||||
" <td>4.158920e+05</td>\n",
|
||||
" <td>0.000000</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>846.000000</td>\n",
|
||||
" <td>72717.00000</td>\n",
|
||||
" <td>344.000000</td>\n",
|
||||
" <td>110.000000</td>\n",
|
||||
" <td>85.916837</td>\n",
|
||||
" <td>18.302199</td>\n",
|
||||
" <td>9.571823</td>\n",
|
||||
" <td>2.433281</td>\n",
|
||||
" <td>1.000000</td>\n",
|
||||
" <td>2019.000000</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>75%</th>\n",
|
||||
" <td>4.031000e+08</td>\n",
|
||||
" <td>69175.000000</td>\n",
|
||||
" <td>4.030576e+08</td>\n",
|
||||
" <td>2022-05-24 00:00:00</td>\n",
|
||||
" <td>2022-05-17 00:00:00</td>\n",
|
||||
" <td>28.000000</td>\n",
|
||||
" <td>40.372890</td>\n",
|
||||
" <td>-104.536800</td>\n",
|
||||
" <td>4.400930e+05</td>\n",
|
||||
" <td>0.000000</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>1658.000000</td>\n",
|
||||
" <td>85561.00000</td>\n",
|
||||
" <td>693.000000</td>\n",
|
||||
" <td>225.000000</td>\n",
|
||||
" <td>87.848339</td>\n",
|
||||
" <td>35.419782</td>\n",
|
||||
" <td>13.510880</td>\n",
|
||||
" <td>3.973510</td>\n",
|
||||
" <td>2.000000</td>\n",
|
||||
" <td>2022.000000</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>max</th>\n",
|
||||
" <td>4.038263e+08</td>\n",
|
||||
" <td>200565.000000</td>\n",
|
||||
" <td>4.038263e+08</td>\n",
|
||||
" <td>2024-06-15 00:00:00</td>\n",
|
||||
" <td>2024-06-15 00:00:00</td>\n",
|
||||
" <td>36.000000</td>\n",
|
||||
" <td>41.001058</td>\n",
|
||||
" <td>-102.052878</td>\n",
|
||||
" <td>1.663827e+06</td>\n",
|
||||
" <td>1.000000</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>4661.000000</td>\n",
|
||||
" <td>190417.00000</td>\n",
|
||||
" <td>1842.000000</td>\n",
|
||||
" <td>398.000000</td>\n",
|
||||
" <td>99.377593</td>\n",
|
||||
" <td>79.060266</td>\n",
|
||||
" <td>28.060166</td>\n",
|
||||
" <td>6.580830</td>\n",
|
||||
" <td>9261.000000</td>\n",
|
||||
" <td>2024.000000</td>\n",
|
||||
" </tr>\n",
|
||||
" <tr>\n",
|
||||
" <th>std</th>\n",
|
||||
" <td>9.811532e+05</td>\n",
|
||||
" <td>36494.807268</td>\n",
|
||||
" <td>1.030487e+07</td>\n",
|
||||
" <td>NaN</td>\n",
|
||||
" <td>NaN</td>\n",
|
||||
" <td>10.407988</td>\n",
|
||||
" <td>0.888095</td>\n",
|
||||
" <td>1.644985</td>\n",
|
||||
" <td>8.116550e+04</td>\n",
|
||||
" <td>0.353535</td>\n",
|
||||
" <td>...</td>\n",
|
||||
" <td>715.639127</td>\n",
|
||||
" <td>24119.48779</td>\n",
|
||||
" <td>361.781419</td>\n",
|
||||
" <td>87.822415</td>\n",
|
||||
" <td>8.492630</td>\n",
|
||||
" <td>13.006549</td>\n",
|
||||
" <td>6.393041</td>\n",
|
||||
" <td>1.352330</td>\n",
|
||||
" <td>126.932370</td>\n",
|
||||
" <td>3.035637</td>\n",
|
||||
" </tr>\n",
|
||||
" </tbody>\n",
|
||||
"</table>\n",
|
||||
"<p>8 rows × 81 columns</p>\n",
|
||||
"</div>"
|
||||
],
|
||||
"text/plain": [
|
||||
" Document # Operator # Tracking # \\\n",
|
||||
"count 1.689000e+04 16890.000000 1.689000e+04 \n",
|
||||
"mean 4.022262e+08 42616.314032 4.019028e+08 \n",
|
||||
"min 4.006288e+08 5.000000 1.125370e+05 \n",
|
||||
"25% 4.012788e+08 10456.000000 4.012024e+08 \n",
|
||||
"50% 4.022739e+08 35080.000000 4.021915e+08 \n",
|
||||
"75% 4.031000e+08 69175.000000 4.030576e+08 \n",
|
||||
"max 4.038263e+08 200565.000000 4.038263e+08 \n",
|
||||
"std 9.811532e+05 36494.807268 1.030487e+07 \n",
|
||||
"\n",
|
||||
" Initial Report Date Date of Discovery \\\n",
|
||||
"count 16890 16890 \n",
|
||||
"mean 2019-09-07 19:15:24.618117376 2019-08-28 21:23:22.912966144 \n",
|
||||
"min 2014-06-18 00:00:00 1994-11-14 00:00:00 \n",
|
||||
"25% 2017-02-08 00:00:00 2017-02-01 00:00:00 \n",
|
||||
"50% 2019-09-30 00:00:00 2019-09-25 00:00:00 \n",
|
||||
"75% 2022-05-24 00:00:00 2022-05-17 00:00:00 \n",
|
||||
"max 2024-06-15 00:00:00 2024-06-15 00:00:00 \n",
|
||||
"std NaN NaN \n",
|
||||
"\n",
|
||||
" Section Latitude Longitude Facility ID \\\n",
|
||||
"count 16890.000000 16890.000000 16890.000000 9.348000e+03 \n",
|
||||
"mean 18.915157 39.905069 -105.446183 3.778717e+05 \n",
|
||||
"min 1.000000 36.994626 -109.048729 1.071900e+04 \n",
|
||||
"25% 10.000000 39.762535 -106.417460 3.268140e+05 \n",
|
||||
"50% 20.000000 40.161668 -104.794379 4.158920e+05 \n",
|
||||
"75% 28.000000 40.372890 -104.536800 4.400930e+05 \n",
|
||||
"max 36.000000 41.001058 -102.052878 1.663827e+06 \n",
|
||||
"std 10.407988 0.888095 1.644985 8.116550e+04 \n",
|
||||
"\n",
|
||||
" Waters of the State ... hispanic_population median_household_income \\\n",
|
||||
"count 10450.000000 ... 16890.000000 16890.00000 \n",
|
||||
"mean 0.146411 ... 1029.143813 79281.58958 \n",
|
||||
"min 0.000000 ... 0.000000 29965.00000 \n",
|
||||
"25% 0.000000 ... 475.000000 64573.00000 \n",
|
||||
"50% 0.000000 ... 846.000000 72717.00000 \n",
|
||||
"75% 0.000000 ... 1658.000000 85561.00000 \n",
|
||||
"max 1.000000 ... 4661.000000 190417.00000 \n",
|
||||
"std 0.353535 ... 715.639127 24119.48779 \n",
|
||||
"\n",
|
||||
" poverty_population unemployed_population percent_white \\\n",
|
||||
"count 16890.000000 16890.000000 16886.000000 \n",
|
||||
"mean 474.496152 129.642274 83.509353 \n",
|
||||
"min 0.000000 0.000000 28.591783 \n",
|
||||
"25% 234.000000 57.000000 78.829310 \n",
|
||||
"50% 344.000000 110.000000 85.916837 \n",
|
||||
"75% 693.000000 225.000000 87.848339 \n",
|
||||
"max 1842.000000 398.000000 99.377593 \n",
|
||||
"std 361.781419 87.822415 8.492630 \n",
|
||||
"\n",
|
||||
" percent_hispanic percent_poverty unemployment_rate \\\n",
|
||||
"count 16886.000000 16886.000000 16886.000000 \n",
|
||||
"mean 22.542174 10.344773 2.652712 \n",
|
||||
"min 0.958248 0.000000 0.000000 \n",
|
||||
"25% 12.506417 5.832087 1.541138 \n",
|
||||
"50% 18.302199 9.571823 2.433281 \n",
|
||||
"75% 35.419782 13.510880 3.973510 \n",
|
||||
"max 79.060266 28.060166 6.580830 \n",
|
||||
"std 13.006549 6.393041 1.352330 \n",
|
||||
"\n",
|
||||
" Report Delay (Days) Report Year \n",
|
||||
"count 16890.000000 16890.000000 \n",
|
||||
"mean 9.911131 2019.191948 \n",
|
||||
"min 0.000000 2014.000000 \n",
|
||||
"25% 0.000000 2017.000000 \n",
|
||||
"50% 1.000000 2019.000000 \n",
|
||||
"75% 2.000000 2022.000000 \n",
|
||||
"max 9261.000000 2024.000000 \n",
|
||||
"std 126.932370 3.035637 \n",
|
||||
"\n",
|
||||
"[8 rows x 81 columns]"
|
||||
]
|
||||
},
|
||||
"execution_count": 42,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"# spills_gdf summary statistics\n",
|
||||
"spills_gdf.describe()\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"\n"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 43,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
|
||||
File diff suppressed because one or more lines are too long
File diff suppressed because one or more lines are too long
Reference in New Issue
Block a user