diff --git a/.vscode/settings.json b/.vscode/settings.json new file mode 100644 index 0000000..ba2a6c0 --- /dev/null +++ b/.vscode/settings.json @@ -0,0 +1,4 @@ +{ + "python-envs.defaultEnvManager": "ms-python.python:system", + "python-envs.pythonProjects": [] +} \ No newline at end of file diff --git a/academic_report.txt b/academic_report.txt new file mode 100644 index 0000000..75c048e --- /dev/null +++ b/academic_report.txt @@ -0,0 +1,18 @@ + The presented findings offer valuable insights into the intersection of poverty, race, and environmental hazards, shedding light on the pressing issue of environmental injustice. + +Firstly, the statistical tests indicate an over-representation of poverty (1.04x expected) in areas with a higher incidence of environmental spills, suggesting a disproportionate burden of pollution on low-income communities. This observation aligns with the environmental justice principle that vulnerable populations should not bear a disproportionate share of the negative environmental consequences resulting from industrialization and development (Bullard, 1990). The statistically significant p-value (p=0.0116) underscores the robustness of this finding, supporting policy efforts aimed at addressing this disparity. + +The z-test results for major spills (p-value = 0.0000) further reinforce the spatial inequities in pollution exposure. This statistical significance implies that the observed clustering of major environmental spills is unlikely to have occurred by chance, and therefore warrants immediate attention from policymakers. + +The finding of a minority communities ratio (0.21x) lower than expected also supports the notion of environmental injustice. This under-representation could imply that these communities are less likely to be located near areas with high pollution levels, which is contrary to the principle of just treatment and equitable protection for all people (Sierra Club, 2017). + +The spatial patterns analysis identifies 373 significant clusters of environmental spills, with a maximum density of 119 spills per grid cell. These clusters could serve as foci for targeted interventions to mitigate the adverse health and socio-economic impacts experienced by affected communities (Bullard & Johnson, 2000). + +The regression results reveal a weak but statistically significant relationship between poverty and environmental spills (R²=0.055), with each unit increase in poverty being associated with a 0.0096 increase in the number of spills. Conversely, income levels appear to have a negligible impact on pollution exposure (coef=-0.000001, p=0.000). These findings suggest that policy efforts should prioritize poverty reduction strategies as a means of addressing environmental injustice, rather than focusing solely on income-based interventions. + +In conclusion, the presented findings underscore the urgent need for environmental justice reforms. Policymakers should prioritize targeted interventions to address the disproportionate burden of pollution on low-income communities and areas with high minority populations. Strategies could include strengthening regulatory enforcement in polluting industries, implementing zoning policies that prevent the siting of hazardous facilities near vulnerable populations, and investing in green infrastructure projects in underserved communities (Bullard & Johnson, 2000). By addressing these issues, we can strive towards a more equitable and sustainable future for all. + +References: +- Bullard, R. D. (1990). Dumping in Dixie: Race, Class, and Environmental Quality. MIT Press. +- Bullard, R. D., & Johnson, B. L. (2000). Confronting environmental racism: Voices from the grassroots. Westview Press. +- Sierra Club. (2017). Environmental justice. Retrieved from https://www.sierraclub.org/sites/default/files/2018-09/environmental_justice_brochure.pdf \ No newline at end of file diff --git a/analysis/enviro_justice/descriptive_stats_script.py b/analysis/enviro_justice/descriptive_stats_script.py new file mode 100644 index 0000000..a335edb --- /dev/null +++ b/analysis/enviro_justice/descriptive_stats_script.py @@ -0,0 +1,405 @@ +import pandas as pd +import numpy as np +from scipy import stats +import warnings +warnings.filterwarnings('ignore') + +def load_and_prepare_data(csv_file): + """Load and prepare data with all necessary variables""" + + print("LOADING AND PREPARING DATA") + print("="*50) + + df = pd.read_csv(csv_file) + + # Convert dates + df['Date of Discovery'] = pd.to_datetime(df['Date of Discovery'], errors='coerce') + df['Initial Report Date'] = pd.to_datetime(df['Initial Report Date'], errors='coerce') + + # Calculate derived variables + df['reporting_delay_days'] = (df['Initial Report Date'] - df['Date of Discovery']).dt.days + df['discovery_year'] = df['Date of Discovery'].dt.year + df['report_year'] = df['Initial Report Date'].dt.year + + # Volume calculations + volume_columns = ['Oil BBLs Spilled', 'Condensate BBLs Spilled', 'Produced Water BBLs Spilled', + 'Drilling Fluid BBLs Spilled', 'Flow Back Fluid BBLs Spilled'] + df['total_volume_bbls'] = 0 + for col in volume_columns: + if col in df.columns: + df[col] = pd.to_numeric(df[col], errors='coerce').fillna(0) + df['total_volume_bbls'] += df[col] + + # Binary indicators + df['major_spill'] = (df['More than five barrels spilled'].astype(str) == 'Y') + df['outside_berms'] = (df['Spilled outside of berms'].astype(str) == 'Y') + df['historical_spill'] = (df['Spill Type'] == 'Historical') + + # Environmental impacts + for impact in ['soil', 'groundwater', 'Surface Water']: + if impact in df.columns: + df[f'{impact}_impacted'] = (df[impact] == 1.0) + + # Demographic categories + df['high_poverty'] = df['percent_poverty'] > 15 + df['minority_community'] = df['percent_white'] < 70 + df['low_income'] = df['median_household_income'] < df['median_household_income'].median() + + # Create demographic category labels + df['poverty_category'] = df['high_poverty'].map({True: 'High Poverty (>15%)', False: 'Low Poverty (≤15%)'}) + df['race_category'] = df['minority_community'].map({True: 'Minority Community (<70% White)', False: 'Majority White (≥70% White)'}) + + print(f"Data loaded: {len(df):,} records from {df['discovery_year'].min()}-{df['discovery_year'].max()}") + + return df + +def dataset_overview_stats(df): + """Generate overall dataset descriptive statistics""" + + print("\nDATASET OVERVIEW") + print("="*50) + + overview = { + 'Metric': [ + 'Total Spill Incidents', + 'Study Period', + 'Historical Spills', + 'Recent Spills', + 'Records with Volume Data', + 'Records with Geographic Data', + 'Records with Complete Demographic Data', + 'Unique Counties', + 'Unique Facility Types' + ], + 'Value': [ + f"{len(df):,}", + f"{df['discovery_year'].min():.0f}-{df['discovery_year'].max():.0f}", + f"{(df['Spill Type'] == 'Historical').sum():,} ({(df['Spill Type'] == 'Historical').mean()*100:.1f}%)", + f"{(df['Spill Type'] == 'Recent').sum():,} ({(df['Spill Type'] == 'Recent').mean()*100:.1f}%)", + f"{(df['total_volume_bbls'] > 0).sum():,} ({(df['total_volume_bbls'] > 0).mean()*100:.1f}%)", + f"{df[['Latitude', 'Longitude']].dropna().shape[0]:,} ({df[['Latitude', 'Longitude']].dropna().shape[0]/len(df)*100:.1f}%)", + f"{df[['percent_poverty', 'percent_white', 'median_household_income']].dropna().shape[0]:,}", + f"{df['county'].nunique():,}" if 'county' in df.columns else "N/A", + f"{df['Facility Type'].nunique():,}" if 'Facility Type' in df.columns else "N/A" + ] + } + + overview_df = pd.DataFrame(overview) + print(overview_df.to_string(index=False)) + + return overview_df + +def demographic_descriptive_stats(df): + """Generate demographic descriptive statistics""" + + print("\nDEMOGRAFIC CHARACTERISTICS") + print("="*50) + + # Overall demographic distribution + demo_stats = { + 'Characteristic': [ + 'Poverty Rate (%)', + 'Percent White (%)', + 'Percent Hispanic (%)', + 'Median Household Income ($)', + 'Unemployment Rate (%)' + ], + 'Mean': [ + f"{df['percent_poverty'].mean():.1f}", + f"{df['percent_white'].mean():.1f}", + f"{df['percent_hispanic'].mean():.1f}", + f"${df['median_household_income'].mean():,.0f}", + f"{df['unemployment_rate'].mean():.1f}" if 'unemployment_rate' in df.columns else "N/A" + ], + 'Median': [ + f"{df['percent_poverty'].median():.1f}", + f"{df['percent_white'].median():.1f}", + f"{df['percent_hispanic'].median():.1f}", + f"${df['median_household_income'].median():,.0f}", + f"{df['unemployment_rate'].median():.1f}" if 'unemployment_rate' in df.columns else "N/A" + ], + 'Std Dev': [ + f"{df['percent_poverty'].std():.1f}", + f"{df['percent_white'].std():.1f}", + f"{df['percent_hispanic'].std():.1f}", + f"${df['median_household_income'].std():,.0f}", + f"{df['unemployment_rate'].std():.1f}" if 'unemployment_rate' in df.columns else "N/A" + ], + 'Range': [ + f"{df['percent_poverty'].min():.1f} - {df['percent_poverty'].max():.1f}", + f"{df['percent_white'].min():.1f} - {df['percent_white'].max():.1f}", + f"{df['percent_hispanic'].min():.1f} - {df['percent_hispanic'].max():.1f}", + f"${df['median_household_income'].min():,.0f} - ${df['median_household_income'].max():,.0f}", + f"{df['unemployment_rate'].min():.1f} - {df['unemployment_rate'].max():.1f}" if 'unemployment_rate' in df.columns else "N/A" + ] + } + + demo_df = pd.DataFrame(demo_stats) + print(demo_df.to_string(index=False)) + + # Community classifications + print(f"\nCOMMUNITY CLASSIFICATIONS:") + print(f"High Poverty Areas (>15%): {df['high_poverty'].sum():,} spills ({df['high_poverty'].mean()*100:.1f}%)") + print(f"Minority Communities (<70% White): {df['minority_community'].sum():,} spills ({df['minority_community'].mean()*100:.1f}%)") + print(f"Low-Income Areas (Below Median): {df['low_income'].sum():,} spills ({df['low_income'].mean()*100:.1f}%)") + + return demo_df + +def spill_characteristics_by_demographics(df): + """Generate spill characteristics by demographic groups""" + + print("\nSPILL CHARACTERISTICS BY DEMOGRAPHICS") + print("="*50) + + # Create comparison table + groups = ['Overall', 'High Poverty', 'Low Poverty', 'Minority Community', 'Majority White'] + characteristics = [] + + for group in groups: + if group == 'Overall': + subset = df + elif group == 'High Poverty': + subset = df[df['high_poverty']] + elif group == 'Low Poverty': + subset = df[~df['high_poverty']] + elif group == 'Minority Community': + subset = df[df['minority_community']] + else: # Majority White + subset = df[~df['minority_community']] + + characteristics.append({ + 'Group': group, + 'N': f"{len(subset):,}", + 'Historical Spills (%)': f"{(subset['Spill Type'] == 'Historical').mean()*100:.1f}", + 'Major Spills (%)': f"{subset['major_spill'].mean()*100:.1f}", + 'Mean Volume (bbls)': f"{subset['total_volume_bbls'].mean():.2f}", + 'Median Volume (bbls)': f"{subset['total_volume_bbls'].median():.2f}", + 'Mean Reporting Delay (days)': f"{subset['reporting_delay_days'].mean():.1f}", + 'Median Reporting Delay (days)': f"{subset['reporting_delay_days'].median():.1f}", + 'Outside Berms (%)': f"{subset['outside_berms'].mean()*100:.1f}" if 'outside_berms' in subset.columns else "N/A" + }) + + char_df = pd.DataFrame(characteristics) + print(char_df.to_string(index=False)) + + return char_df + +def environmental_impact_stats(df): + """Generate environmental impact statistics""" + + print("\nENVIRONMENTAL IMPACT PATTERNS") + print("="*50) + + impact_stats = [] + + # Overall impact rates + impact_types = ['soil_impacted', 'groundwater_impacted', 'Surface Water_impacted'] + impact_labels = ['Soil Contamination', 'Groundwater Contamination', 'Surface Water Contamination'] + + for impact_type, label in zip(impact_types, impact_labels): + if impact_type in df.columns: + overall_rate = df[impact_type].mean() * 100 + hist_rate = df[df['historical_spill']][impact_type].mean() * 100 + recent_rate = df[~df['historical_spill']][impact_type].mean() * 100 + high_pov_rate = df[df['high_poverty']][impact_type].mean() * 100 + low_pov_rate = df[~df['high_poverty']][impact_type].mean() * 100 + + impact_stats.append({ + 'Impact Type': label, + 'Overall (%)': f"{overall_rate:.1f}", + 'Historical Spills (%)': f"{hist_rate:.1f}", + 'Recent Spills (%)': f"{recent_rate:.1f}", + 'High Poverty (%)': f"{high_pov_rate:.1f}", + 'Low Poverty (%)': f"{low_pov_rate:.1f}" + }) + + if impact_stats: + impact_df = pd.DataFrame(impact_stats) + print(impact_df.to_string(index=False)) + else: + print("Environmental impact data not available") + impact_df = pd.DataFrame() + + return impact_df + +def temporal_patterns_stats(df): + """Generate temporal pattern statistics""" + + print("\nTEMPORAL PATTERNS") + print("="*50) + + # Filter to main study period + df_temporal = df[(df['discovery_year'] >= 2014) & (df['discovery_year'] <= 2024)] + + # Annual summary statistics + annual_stats = df_temporal.groupby('discovery_year').agg({ + 'Spill Type': ['count', lambda x: (x == 'Historical').sum()], + 'major_spill': 'mean', + 'total_volume_bbls': ['mean', 'median'], + 'high_poverty': 'mean', + 'reporting_delay_days': 'mean' + }).round(2) + + # Flatten column names + annual_stats.columns = ['Total_Spills', 'Historical_Count', 'Major_Spill_Rate', + 'Mean_Volume', 'Median_Volume', 'High_Poverty_Rate', 'Mean_Delay'] + + annual_stats['Historical_Rate'] = (annual_stats['Historical_Count'] / annual_stats['Total_Spills'] * 100).round(1) + annual_stats['Major_Spill_Rate'] = (annual_stats['Major_Spill_Rate'] * 100).round(1) + annual_stats['High_Poverty_Rate'] = (annual_stats['High_Poverty_Rate'] * 100).round(1) + + print("ANNUAL TRENDS (2014-2024):") + print(annual_stats[['Total_Spills', 'Historical_Rate', 'Major_Spill_Rate', 'Mean_Volume', 'High_Poverty_Rate']].to_string()) + + # Period comparison + early_period = df_temporal[df_temporal['discovery_year'] <= 2018] + recent_period = df_temporal[df_temporal['discovery_year'] >= 2020] + + print(f"\nPERIOD COMPARISON:") + print(f"Early Period (2014-2018): {len(early_period):,} spills") + print(f"Recent Period (2020-2024): {len(recent_period):,} spills") + print(f"Historical Rate - Early: {(early_period['Spill Type'] == 'Historical').mean()*100:.1f}%") + print(f"Historical Rate - Recent: {(recent_period['Spill Type'] == 'Historical').mean()*100:.1f}%") + print(f"Major Spill Rate - Early: {early_period['major_spill'].mean()*100:.1f}%") + print(f"Major Spill Rate - Recent: {recent_period['major_spill'].mean()*100:.1f}%") + + return annual_stats + +def facility_type_stats(df): + """Generate facility type statistics""" + + print("\nFACILITY TYPE DISTRIBUTION") + print("="*50) + + if 'Facility Type' in df.columns: + # Overall facility distribution + facility_counts = df['Facility Type'].value_counts() + facility_pct = (facility_counts / len(df) * 100).round(1) + + # Top 15 facility types + top_facilities = pd.DataFrame({ + 'Facility Type': facility_counts.head(15).index, + 'Count': facility_counts.head(15).values, + 'Percentage': facility_pct.head(15).values + }) + + print("TOP 15 FACILITY TYPES:") + print(top_facilities.to_string(index=False)) + + # Facility types by demographics + print(f"\nFACILITY CONCENTRATION IN HIGH-POVERTY AREAS:") + facility_demo = pd.crosstab(df['Facility Type'], df['high_poverty'], normalize='columns') * 100 + + # Show facilities with highest concentration in high-poverty areas + high_poverty_concentration = facility_demo[True].sort_values(ascending=False).head(10) + for facility, pct in high_poverty_concentration.items(): + low_pov_pct = facility_demo.loc[facility, False] if facility in facility_demo.index else 0 + ratio = pct / low_pov_pct if low_pov_pct > 0 else float('inf') + print(f" {facility}: {pct:.1f}% (vs {low_pov_pct:.1f}% in low-poverty, {ratio:.1f}x ratio)") + + return top_facilities + else: + print("Facility type data not available") + return pd.DataFrame() + +def volume_distribution_stats(df): + """Generate detailed volume distribution statistics""" + + print("\nSPILL VOLUME DISTRIBUTION") + print("="*50) + + # Overall volume statistics + volume_data = df[df['total_volume_bbls'] > 0]['total_volume_bbls'] + + if len(volume_data) > 0: + volume_stats = { + 'Statistic': ['Count', 'Mean', 'Median', 'Std Dev', 'Min', '25th Percentile', + '75th Percentile', '90th Percentile', '95th Percentile', '99th Percentile', 'Max'], + 'Value (bbls)': [ + f"{len(volume_data):,}", + f"{volume_data.mean():.2f}", + f"{volume_data.median():.2f}", + f"{volume_data.std():.2f}", + f"{volume_data.min():.2f}", + f"{volume_data.quantile(0.25):.2f}", + f"{volume_data.quantile(0.75):.2f}", + f"{volume_data.quantile(0.90):.2f}", + f"{volume_data.quantile(0.95):.2f}", + f"{volume_data.quantile(0.99):.2f}", + f"{volume_data.max():.2f}" + ] + } + + volume_df = pd.DataFrame(volume_stats) + print(volume_df.to_string(index=False)) + + # Volume by categories + print(f"\nVOLUME CATEGORIES:") + print(f"Small spills (≤1 bbl): {(volume_data <= 1).sum():,} ({(volume_data <= 1).mean()*100:.1f}%)") + print(f"Medium spills (1-5 bbls): {((volume_data > 1) & (volume_data <= 5)).sum():,} ({((volume_data > 1) & (volume_data <= 5)).mean()*100:.1f}%)") + print(f"Large spills (5-50 bbls): {((volume_data > 5) & (volume_data <= 50)).sum():,} ({((volume_data > 5) & (volume_data <= 50)).mean()*100:.1f}%)") + print(f"Very large spills (>50 bbls): {(volume_data > 50).sum():,} ({(volume_data > 50).mean()*100:.1f}%)") + + return volume_df + else: + print("No volume data available") + return pd.DataFrame() + +def save_all_descriptive_stats(df, filename='descriptive_statistics_tables.xlsx'): + """Save all descriptive statistics to Excel file""" + + print(f"\nSAVING ALL TABLES TO {filename}") + print("="*50) + + with pd.ExcelWriter(filename, engine='openpyxl') as writer: + # Generate all tables + overview = dataset_overview_stats(df) + demographics = demographic_descriptive_stats(df) + characteristics = spill_characteristics_by_demographics(df) + impacts = environmental_impact_stats(df) + temporal = temporal_patterns_stats(df) + facilities = facility_type_stats(df) + volumes = volume_distribution_stats(df) + + # Save to Excel + overview.to_excel(writer, sheet_name='Dataset Overview', index=False) + demographics.to_excel(writer, sheet_name='Demographics', index=False) + characteristics.to_excel(writer, sheet_name='Spill Characteristics', index=False) + if not impacts.empty: + impacts.to_excel(writer, sheet_name='Environmental Impacts', index=False) + temporal.to_excel(writer, sheet_name='Temporal Patterns', index=True) + if not facilities.empty: + facilities.to_excel(writer, sheet_name='Facility Types', index=False) + if not volumes.empty: + volumes.to_excel(writer, sheet_name='Volume Distribution', index=False) + + print(f"All descriptive statistics saved to {filename}") + +def run_full_descriptive_analysis(csv_file): + """Run complete descriptive statistics analysis""" + + print("COMPREHENSIVE DESCRIPTIVE STATISTICS ANALYSIS") + print("="*70) + + # Load data + df = load_and_prepare_data(csv_file) + + # Generate all descriptive statistics + dataset_overview_stats(df) + demographic_descriptive_stats(df) + spill_characteristics_by_demographics(df) + environmental_impact_stats(df) + temporal_patterns_stats(df) + facility_type_stats(df) + volume_distribution_stats(df) + + # Save all tables + save_all_descriptive_stats(df) + + print(f"\nDESCRIPTIVE ANALYSIS COMPLETE!") + print(f"Tables saved to: descriptive_statistics_tables.xlsx") + + return df + +if __name__ == "__main__": + df = run_full_descriptive_analysis('data/spills_with_demographics.csv') \ No newline at end of file diff --git a/analysis/enviro_justice/ollama_debug_test.py b/analysis/enviro_justice/ollama_debug_test.py new file mode 100644 index 0000000..3ff0db2 --- /dev/null +++ b/analysis/enviro_justice/ollama_debug_test.py @@ -0,0 +1,162 @@ +import requests +import time +import json + +def test_ollama_step_by_step(): + """Test each step of Ollama communication""" + + print("=== OLLAMA DEBUG TEST ===") + + # Step 1: Test basic connection + print("1. Testing basic connection...") + try: + response = requests.get('http://localhost:11434/api/tags', timeout=5) + print(f" ✓ Connection successful: {response.status_code}") + models = response.json().get('models', []) + print(f" ✓ Found {len(models)} models") + for model in models: + print(f" - {model['name']}") + except Exception as e: + print(f" ✗ Connection failed: {e}") + return False + + # Step 2: Test simple generation + print("\n2. Testing simple generation...") + simple_prompt = "Hello" + + try: + print(" Sending simple request...") + start_time = time.time() + + response = requests.post( + 'http://localhost:11434/api/generate', + json={ + 'model': 'mistral:7b', + 'prompt': simple_prompt, + 'stream': False, + 'options': {'num_predict': 50} # Limit to 50 tokens + }, + timeout=30 # 30 second timeout + ) + + elapsed = time.time() - start_time + print(f" ✓ Request completed in {elapsed:.1f} seconds") + print(f" ✓ Status code: {response.status_code}") + + if response.status_code == 200: + result = response.json() + if 'response' in result: + print(f" ✓ Response received: {result['response'][:100]}...") + return True + else: + print(f" ✗ Unexpected response format: {result}") + return False + else: + print(f" ✗ HTTP error: {response.status_code}") + print(f" Response: {response.text}") + return False + + except requests.exceptions.Timeout: + print(" ✗ Request timed out after 30 seconds") + return False + except Exception as e: + print(f" ✗ Request failed: {e}") + return False + + print("\n3. Testing with longer prompt...") + longer_prompt = "Analyze this data and provide insights: " + "data point " * 50 + + try: + print(" Sending longer request...") + start_time = time.time() + + response = requests.post( + 'http://localhost:11434/api/generate', + json={ + 'model': 'mistral:7b', + 'prompt': longer_prompt, + 'stream': False, + 'options': {'num_predict': 100} + }, + timeout=60 + ) + + elapsed = time.time() - start_time + print(f" ✓ Longer request completed in {elapsed:.1f} seconds") + + if response.status_code == 200: + result = response.json() + print(f" ✓ Response length: {len(result.get('response', ''))}") + return True + else: + print(f" ✗ HTTP error: {response.status_code}") + return False + + except Exception as e: + print(f" ✗ Longer request failed: {e}") + return False + +def test_environmental_justice_prompt(): + """Test with a prompt similar to your actual use case""" + + print("\n=== TESTING EJ ANALYSIS PROMPT ===") + + # Simplified version of your actual prompt + test_prompt = """Analyze these environmental justice findings: + +STATISTICAL TESTS: +- Poverty over-representation: 2.3x expected (p=0.001) +- Major spills z-test p-value: 0.023 +- Minority communities ratio: 1.8x + +SPATIAL PATTERNS: +- 5 spatial clusters identified +- Max density: 12 spills per grid cell + +Provide a 200-word academic interpretation focusing on environmental justice implications.""" + + try: + print("Sending EJ analysis prompt...") + start_time = time.time() + + response = requests.post( + 'http://localhost:11434/api/generate', + json={ + 'model': 'mistral:7b', + 'prompt': test_prompt, + 'stream': False, + 'options': { + 'temperature': 0.7, + 'num_predict': 300 + } + }, + timeout=120 # 2 minute timeout + ) + + elapsed = time.time() - start_time + print(f"✓ EJ prompt completed in {elapsed:.1f} seconds") + + if response.status_code == 200: + result = response.json() + analysis = result.get('response', '') + print(f"✓ Analysis generated ({len(analysis)} characters)") + print(f"Preview: {analysis[:200]}...") + return True + else: + print(f"✗ HTTP error: {response.status_code}") + return False + + except Exception as e: + print(f"✗ EJ prompt failed: {e}") + return False + +if __name__ == "__main__": + print("Testing Ollama integration...") + + if test_ollama_step_by_step(): + print("\n✓ Basic Ollama tests passed!") + test_environmental_justice_prompt() + else: + print("\n✗ Basic Ollama tests failed!") + + print("\n=== DEBUG COMPLETE ===") \ No newline at end of file diff --git a/analysis/enviro_justice/output/descriptive_statistics_tables.xlsx b/analysis/enviro_justice/output/descriptive_statistics_tables.xlsx new file mode 100644 index 0000000..c82e3f6 Binary files /dev/null and b/analysis/enviro_justice/output/descriptive_statistics_tables.xlsx differ diff --git a/analysis/enviro_justice/output/descriptive_stats_scripts_results.txt b/analysis/enviro_justice/output/descriptive_stats_scripts_results.txt new file mode 100644 index 0000000..f472696 --- /dev/null +++ b/analysis/enviro_justice/output/descriptive_stats_scripts_results.txt @@ -0,0 +1,254 @@ +COMPREHENSIVE DESCRIPTIVE STATISTICS ANALYSIS +====================================================================== +LOADING AND PREPARING DATA +================================================== +Data loaded: 16,890 records from 1994-2024 + +DATASET OVERVIEW +================================================== + Metric Value + Total Spill Incidents 16,890 + Study Period 1994-2024 + Historical Spills 5,828 (34.5%) + Recent Spills 11,062 (65.5%) + Records with Volume Data 3,527 (20.9%) + Records with Geographic Data 16,890 (100.0%) +Records with Complete Demographic Data 16,886 + Unique Counties 33 + Unique Facility Types 24 + +DEMOGRAFIC CHARACTERISTICS +================================================== + Characteristic Mean Median Std Dev Range + Poverty Rate (%) 10.3 9.6 6.4 0.0 - 28.1 + Percent White (%) 83.5 85.9 8.5 28.6 - 99.4 + Percent Hispanic (%) 22.5 18.3 13.0 1.0 - 79.1 +Median Household Income ($) $79,282 $72,717 $24,119 $29,965 - $190,417 + Unemployment Rate (%) 2.7 2.4 1.4 0.0 - 6.6 + +COMMUNITY CLASSIFICATIONS: +High Poverty Areas (>15%): 3,497 spills (20.7%) +Minority Communities (<70% White): 1,047 spills (6.2%) +Low-Income Areas (Below Median): 6,847 spills (40.5%) + +SPILL CHARACTERISTICS BY DEMOGRAPHICS +================================================== + Group N Historical Spills (%) Major Spills (%) Mean Volume (bbls) Median Volume (bbls) Mean Reporting Delay (days) Median Reporting Delay (days) Outside Berms (%) + Overall 16,890 34.5 28.9 16.80 0.00 9.9 1.0 47.1 + High Poverty 3,497 15.6 36.9 27.53 0.00 4.8 1.0 52.1 + Low Poverty 13,393 39.5 26.9 13.99 0.00 11.3 1.0 45.8 +Minority Community 1,047 21.1 30.0 41.67 0.00 18.1 1.0 55.8 + Majority White 15,843 35.4 28.9 15.15 0.00 9.4 1.0 46.5 + +ENVIRONMENTAL IMPACT PATTERNS +================================================== + Impact Type Overall (%) Historical Spills (%) Recent Spills (%) High Poverty (%) Low Poverty (%) + Soil Contamination 47.8 61.9 40.3 46.5 48.1 + Groundwater Contamination 6.0 11.9 2.9 1.9 7.1 +Surface Water Contamination 0.5 0.0 0.7 0.9 0.4 + +TEMPORAL PATTERNS +================================================== +ANNUAL TRENDS (2014-2024): + Total_Spills Historical_Rate Major_Spill_Rate Mean_Volume High_Poverty_Rate +discovery_year +2014 1099 30.7 45.0 10.45 21.0 +2015 1580 29.9 48.0 20.51 23.0 +2016 1373 31.4 51.0 18.63 23.0 +2017 1599 28.1 43.0 14.50 19.0 +2018 1581 33.0 48.0 14.85 24.0 +2019 1557 23.8 53.0 23.68 24.0 +2020 1166 21.3 44.0 18.46 22.0 +2021 1790 35.8 7.0 8.76 20.0 +2022 2155 40.0 0.0 31.02 17.0 +2023 2080 46.0 0.0 10.81 18.0 +2024 864 57.3 0.0 4.18 20.0 + +PERIOD COMPARISON: +Early Period (2014-2018): 7,232 spills +Recent Period (2020-2024): 8,055 spills +Historical Rate - Early: 30.6% +Historical Rate - Recent: 39.8% +Major Spill Rate - Early: 47.2% +Major Spill Rate - Recent: 7.9% + +FACILITY TYPE DISTRIBUTION +================================================== +TOP 15 FACILITY TYPES: + Facility Type Count Percentage + TANK BATTERY 5273 31.2 + WELL 2626 15.5 + FLOWLINE 1430 8.5 + WELL PAD 1250 7.4 + OIL AND GAS LOCATION 880 5.2 + FLOWLINE SYSTEM 767 4.5 + WELL SITE 732 4.3 + PIPELINE 691 4.1 + OTHER 596 3.5 +PRODUCED WATER TRANSFER SYSTEM 398 2.4 + OFF-LOCATION FLOWLINE 358 2.1 + GAS GATHERING PIPELINE SYSTEM 354 2.1 + WATER GATHERING SYSTEM/LINE 345 2.0 + PARTIALLY-BURIED VESSEL 326 1.9 + PIT 266 1.6 + +FACILITY CONCENTRATION IN HIGH-POVERTY AREAS: + TANK BATTERY: 33.6% (vs 31.1% in low-poverty, 1.1x ratio) + WELL: 17.9% (vs 15.2% in low-poverty, 1.2x ratio) + FLOWLINE: 8.9% (vs 8.5% in low-poverty, 1.0x ratio) + WATER GATHERING SYSTEM/LINE: 5.9% (vs 1.1% in low-poverty, 5.6x ratio) + OIL AND GAS LOCATION: 5.1% (vs 5.3% in low-poverty, 0.9x ratio) + WELL PAD: 4.7% (vs 8.2% in low-poverty, 0.6x ratio) + PIPELINE: 4.0% (vs 4.2% in low-poverty, 0.9x ratio) + OTHER: 3.8% (vs 3.5% in low-poverty, 1.1x ratio) + PRODUCED WATER TRANSFER SYSTEM: 3.2% (vs 2.2% in low-poverty, 1.5x ratio) + FLOWLINE SYSTEM: 3.1% (vs 5.0% in low-poverty, 0.6x ratio) + +SPILL VOLUME DISTRIBUTION +================================================== + Statistic Value (bbls) + Count 3,527 + Mean 80.45 + Median 10.00 + Std Dev 505.64 + Min 1.00 +25th Percentile 3.00 +75th Percentile 36.50 +90th Percentile 120.00 +95th Percentile 232.10 +99th Percentile 1056.98 + Max 13000.00 + +VOLUME CATEGORIES: +Small spills (≤1 bbl): 335 (9.5%) +Medium spills (1-5 bbls): 1,024 (29.0%) +Large spills (5-50 bbls): 1,474 (41.8%) +Very large spills (>50 bbls): 694 (19.7%) + +SAVING ALL TABLES TO descriptive_statistics_tables.xlsx +================================================== + +DATASET OVERVIEW +================================================== + Metric Value + Total Spill Incidents 16,890 + Study Period 1994-2024 + Historical Spills 5,828 (34.5%) + Recent Spills 11,062 (65.5%) + Records with Volume Data 3,527 (20.9%) + Records with Geographic Data 16,890 (100.0%) +Records with Complete Demographic Data 16,886 + Unique Counties 33 + Unique Facility Types 24 + +DEMOGRAFIC CHARACTERISTICS +================================================== + Characteristic Mean Median Std Dev Range + Poverty Rate (%) 10.3 9.6 6.4 0.0 - 28.1 + Percent White (%) 83.5 85.9 8.5 28.6 - 99.4 + Percent Hispanic (%) 22.5 18.3 13.0 1.0 - 79.1 +Median Household Income ($) $79,282 $72,717 $24,119 $29,965 - $190,417 + Unemployment Rate (%) 2.7 2.4 1.4 0.0 - 6.6 + +COMMUNITY CLASSIFICATIONS: +High Poverty Areas (>15%): 3,497 spills (20.7%) +Minority Communities (<70% White): 1,047 spills (6.2%) +Low-Income Areas (Below Median): 6,847 spills (40.5%) + +SPILL CHARACTERISTICS BY DEMOGRAPHICS +================================================== + Group N Historical Spills (%) Major Spills (%) Mean Volume (bbls) Median Volume (bbls) Mean Reporting Delay (days) Median Reporting Delay (days) Outside Berms (%) + Overall 16,890 34.5 28.9 16.80 0.00 9.9 1.0 47.1 + High Poverty 3,497 15.6 36.9 27.53 0.00 4.8 1.0 52.1 + Low Poverty 13,393 39.5 26.9 13.99 0.00 11.3 1.0 45.8 +Minority Community 1,047 21.1 30.0 41.67 0.00 18.1 1.0 55.8 + Majority White 15,843 35.4 28.9 15.15 0.00 9.4 1.0 46.5 + +ENVIRONMENTAL IMPACT PATTERNS +================================================== + Impact Type Overall (%) Historical Spills (%) Recent Spills (%) High Poverty (%) Low Poverty (%) + Soil Contamination 47.8 61.9 40.3 46.5 48.1 + Groundwater Contamination 6.0 11.9 2.9 1.9 7.1 +Surface Water Contamination 0.5 0.0 0.7 0.9 0.4 + +TEMPORAL PATTERNS +================================================== +ANNUAL TRENDS (2014-2024): + Total_Spills Historical_Rate Major_Spill_Rate Mean_Volume High_Poverty_Rate +discovery_year +2014 1099 30.7 45.0 10.45 21.0 +2015 1580 29.9 48.0 20.51 23.0 +2016 1373 31.4 51.0 18.63 23.0 +2017 1599 28.1 43.0 14.50 19.0 +2018 1581 33.0 48.0 14.85 24.0 +2019 1557 23.8 53.0 23.68 24.0 +2020 1166 21.3 44.0 18.46 22.0 +2021 1790 35.8 7.0 8.76 20.0 +2022 2155 40.0 0.0 31.02 17.0 +2023 2080 46.0 0.0 10.81 18.0 +2024 864 57.3 0.0 4.18 20.0 + +PERIOD COMPARISON: +Early Period (2014-2018): 7,232 spills +Recent Period (2020-2024): 8,055 spills +Historical Rate - Early: 30.6% +Historical Rate - Recent: 39.8% +Major Spill Rate - Early: 47.2% +Major Spill Rate - Recent: 7.9% + +FACILITY TYPE DISTRIBUTION +================================================== +TOP 15 FACILITY TYPES: + Facility Type Count Percentage + TANK BATTERY 5273 31.2 + WELL 2626 15.5 + FLOWLINE 1430 8.5 + WELL PAD 1250 7.4 + OIL AND GAS LOCATION 880 5.2 + FLOWLINE SYSTEM 767 4.5 + WELL SITE 732 4.3 + PIPELINE 691 4.1 + OTHER 596 3.5 +PRODUCED WATER TRANSFER SYSTEM 398 2.4 + OFF-LOCATION FLOWLINE 358 2.1 + GAS GATHERING PIPELINE SYSTEM 354 2.1 + WATER GATHERING SYSTEM/LINE 345 2.0 + PARTIALLY-BURIED VESSEL 326 1.9 + PIT 266 1.6 + +FACILITY CONCENTRATION IN HIGH-POVERTY AREAS: + TANK BATTERY: 33.6% (vs 31.1% in low-poverty, 1.1x ratio) + WELL: 17.9% (vs 15.2% in low-poverty, 1.2x ratio) + FLOWLINE: 8.9% (vs 8.5% in low-poverty, 1.0x ratio) + WATER GATHERING SYSTEM/LINE: 5.9% (vs 1.1% in low-poverty, 5.6x ratio) + OIL AND GAS LOCATION: 5.1% (vs 5.3% in low-poverty, 0.9x ratio) + WELL PAD: 4.7% (vs 8.2% in low-poverty, 0.6x ratio) + PIPELINE: 4.0% (vs 4.2% in low-poverty, 0.9x ratio) + OTHER: 3.8% (vs 3.5% in low-poverty, 1.1x ratio) + PRODUCED WATER TRANSFER SYSTEM: 3.2% (vs 2.2% in low-poverty, 1.5x ratio) + FLOWLINE SYSTEM: 3.1% (vs 5.0% in low-poverty, 0.6x ratio) + +SPILL VOLUME DISTRIBUTION +================================================== + Statistic Value (bbls) + Count 3,527 + Mean 80.45 + Median 10.00 + Std Dev 505.64 + Min 1.00 +25th Percentile 3.00 +75th Percentile 36.50 +90th Percentile 120.00 +95th Percentile 232.10 +99th Percentile 1056.98 + Max 13000.00 + +VOLUME CATEGORIES: +Small spills (≤1 bbl): 335 (9.5%) +Medium spills (1-5 bbls): 1,024 (29.0%) +Large spills (5-50 bbls): 1,474 (41.8%) +Very large spills (>50 bbls): 694 (19.7%) +All descriptive statistics saved to descriptive_statistics_tables.xlsx + +DESCRIPTIVE ANALYSIS COMPLETE! +Tables saved to: descriptive_statistics_tables.xlsx \ No newline at end of file diff --git a/analysis/enviro_justice/output/environmental_justice_analysis.png b/analysis/enviro_justice/output/environmental_justice_analysis.png new file mode 100644 index 0000000..11a5a4b Binary files /dev/null and b/analysis/enviro_justice/output/environmental_justice_analysis.png differ diff --git a/analysis/enviro_justice/output/environmental_justice_summary.json b/analysis/enviro_justice/output/environmental_justice_summary.json new file mode 100644 index 0000000..3b6fe60 --- /dev/null +++ b/analysis/enviro_justice/output/environmental_justice_summary.json @@ -0,0 +1,109 @@ +{ + "dataset_overview": { + "total_spills": 16890, + "date_range": "1994-2024", + "historical_spills": "5828", + "recent_spills": "11062" + }, + "demographic_patterns": { + "high_poverty_spills": "3497", + "low_poverty_spills": "13393", + "minority_community_spills": "1047", + "majority_white_spills": "15843" + }, + "spill_severity": { + "high_poverty_mean_volume": 27.53474406634258, + "low_poverty_mean_volume": 13.991338759053237, + "historical_mean_volume": 0.3812628689087165, + "recent_mean_volume": 25.44322907250045, + "high_poverty_major_rate": 0.36860165856448385, + "low_poverty_major_rate": 0.2687224669603524 + }, + "reporting_delays": { + "high_poverty_delay_mean": 4.780669144981412, + "low_poverty_delay_mean": 11.250727992234749, + "historical_rate_high_poverty": 0.15556191020875035, + "historical_rate_low_poverty": 0.3945344582991115 + }, + "environmental_impacts": { + "soil": { + "high_poverty_rate": 0.46496997426365455, + "low_poverty_rate": 0.48077353841559023, + "historical_rate": 0.6185655456417296, + "recent_rate": 0.4031820647260893 + }, + "groundwater": { + "high_poverty_rate": 0.019445238776093794, + "low_poverty_rate": 0.07078324497872023, + "historical_rate": 0.11890871654083733, + "recent_rate": 0.029199059844512747 + }, + "Surface Water": { + "high_poverty_rate": 0.008864741206748641, + "low_poverty_rate": 0.0036586276413051594, + "historical_rate": 0.00017158544955387783, + "recent_rate": 0.007141565720484542 + } + }, + "facility_patterns": { + "false": { + "CENTRALIZED EP WASTE MGMT FAC": 0.005906406179009541, + "CRUDE OIL TRANSFER LINE": 0.0007572315614114796, + "DOMESTIC TAP": 0.00015144631228229593, + "DUMPLINE": 7.572315614114796e-05, + "FLOWLINE": 0.08503710434650916, + "FLOWLINE SYSTEM": 0.04982583674087536, + "GAS COMPRESSOR STATION": 0.0066636377404210205, + "GAS GATHERING PIPELINE SYSTEM": 0.022414054217779797, + "GAS GATHERING SYSTEM": 0.006285021959715281, + "GAS PROCESSING PLANT": 0.00371043465091625, + "Location": 0.0, + "OFF-LOCATION FLOWLINE": 0.023171285779191277, + "OIL AND GAS LOCATION": 0.05338482507950931, + "OTHER": 0.03505982129335151, + "PARTIALLY-BURIED VESSEL": 0.02407996365288505, + "PIPELINE": 0.04195062850219597, + "PIT": 0.013630168105406633, + "PRODUCED WATER TRANSFER SYSTEM": 0.021732545812509465, + "PRODUCTION LINE": 7.572315614114796e-05, + "TANK BATTERY": 0.311146448583977, + "WATER GATHERING SYSTEM/LINE": 0.010601241859760715, + "WELL": 0.15182492806300166, + "WELL PAD": 0.08231107072542783, + "WELL SITE": 0.0502044525215811 + }, + "true": { + "CENTRALIZED EP WASTE MGMT FAC": 0.0020207852193995382, + "CRUDE OIL TRANSFER LINE": 0.0, + "DOMESTIC TAP": 0.0, + "DUMPLINE": 0.0, + "FLOWLINE": 0.08862586605080831, + "FLOWLINE SYSTEM": 0.03146651270207852, + "GAS COMPRESSOR STATION": 0.006062355658198615, + "GAS GATHERING PIPELINE SYSTEM": 0.01674364896073903, + "GAS GATHERING SYSTEM": 0.005484988452655889, + "GAS PROCESSING PLANT": 0.005196304849884526, + "Location": 0.0002886836027713626, + "OFF-LOCATION FLOWLINE": 0.015011547344110854, + "OIL AND GAS LOCATION": 0.050519630484988455, + "OTHER": 0.038394919168591224, + "PARTIALLY-BURIED VESSEL": 0.0023094688221709007, + "PIPELINE": 0.03954965357967667, + "PIT": 0.024826789838337183, + "PRODUCED WATER TRANSFER SYSTEM": 0.032043879907621246, + "PRODUCTION LINE": 0.0, + "TANK BATTERY": 0.33602771362586603, + "WATER GATHERING SYSTEM/LINE": 0.05918013856812933, + "WELL": 0.17927251732101618, + "WELL PAD": 0.047055427251732104, + "WELL SITE": 0.01991916859122402 + } + }, + "top_root_causes": { + "Historical impacts were discovered during flowline decommissioning activities.": 204, + "Historical impacts were discovered during tank battery decommissioning activities.": 187, + "Historical impacts were discovered during wellhead cut and cap activities.": 160, + "Historically impacted soils were discovered following cut and cap operations at the wellhead.": 61, + "Unknown": 60 + } +} \ No newline at end of file diff --git a/analysis/enviro_justice/output/reporting_delay_analysis.json b/analysis/enviro_justice/output/reporting_delay_analysis.json new file mode 100644 index 0000000..504732f --- /dev/null +++ b/analysis/enviro_justice/output/reporting_delay_analysis.json @@ -0,0 +1,125 @@ +{ + "disparity_analysis": { + "poverty_historical": { + "chi2_statistic": 699.6653328118817, + "p_value": 3.535735417673697e-154, + "high_poverty_rate": 0.15556191020875035, + "low_poverty_rate": 0.3945344582991115, + "rate_ratio": 0.3942923284303167 + }, + "race_historical": { + "z_statistic": -9.415701116219894, + "p_value": 4.6993549936195405e-21, + "minority_rate": 0.2110792741165234, + "white_rate": 0.3539102442719182, + "rate_ratio": 0.5964203566663243 + }, + "delay_poverty": { + "t_statistic": -2.6749772390371573, + "p_value": 0.0074806346630392736, + "high_poverty_mean": 4.780669144981412, + "low_poverty_mean": 11.227873627604751, + "difference": -6.447204482623339 + } + }, + "spatial_clusters": 56, + "temporal_trends": [ + { + "report_year": 2014, + "spill_classification": 315, + "percent_poverty": 10.349361277910711, + "median_household_income": 77667.243140965, + "total_spills": 1057, + "historical_rate": 0.2980132450331126 + }, + { + "report_year": 2015, + "spill_classification": 513, + "percent_poverty": 10.747263548015491, + "median_household_income": 77480.53987730062, + "total_spills": 1630, + "historical_rate": 0.3147239263803681 + }, + { + "report_year": 2016, + "spill_classification": 441, + "percent_poverty": 11.003814947091984, + "median_household_income": 75793.0828488372, + "total_spills": 1376, + "historical_rate": 0.32049418604651164 + }, + { + "report_year": 2017, + "spill_classification": 447, + "percent_poverty": 10.244594774187261, + "median_household_income": 79214.63687150838, + "total_spills": 1611, + "historical_rate": 0.2774674115456238 + }, + { + "report_year": 2018, + "spill_classification": 526, + "percent_poverty": 11.044440909402196, + "median_household_income": 77269.86923562855, + "total_spills": 1583, + "historical_rate": 0.3322804801010739 + }, + { + "report_year": 2019, + "spill_classification": 365, + "percent_poverty": 11.0412982422655, + "median_household_income": 77101.10475578406, + "total_spills": 1556, + "historical_rate": 0.2345758354755784 + }, + { + "report_year": 2020, + "spill_classification": 254, + "percent_poverty": 10.63066207467279, + "median_household_income": 78393.95996592844, + "total_spills": 1174, + "historical_rate": 0.21635434412265758 + }, + { + "report_year": 2021, + "spill_classification": 630, + "percent_poverty": 9.848223842119726, + "median_household_income": 82168.27640449438, + "total_spills": 1780, + "historical_rate": 0.3539325842696629 + }, + { + "report_year": 2022, + "spill_classification": 863, + "percent_poverty": 9.587290470770567, + "median_household_income": 82386.95293569431, + "total_spills": 2146, + "historical_rate": 0.402143522833178 + }, + { + "report_year": 2023, + "spill_classification": 958, + "percent_poverty": 9.819562060500846, + "median_household_income": 81237.21473278767, + "total_spills": 2077, + "historical_rate": 0.4612421762156957 + }, + { + "report_year": 2024, + "spill_classification": 516, + "percent_poverty": 9.972344499637526, + "median_household_income": 80731.96777777778, + "total_spills": 900, + "historical_rate": 0.5733333333333334 + } + ], + "interpretation": " This analysis provides compelling evidence of environmental injustice, as it reveals disproportionate reporting delays and higher incidences of oil/gas spills in economically disadvantaged areas and minority communities. These findings underscore the systemic marginalization of these communities and their limited access to resources for environmental oversight and monitoring.\n\nFirstly, the environmental justice implications of reporting delays are significant. Delayed discovery and response to oil/gas spills can lead to increased contamination of air, water, and soil, resulting in long-term health hazards for affected communities. Moreover, these delays exacerbate existing social and economic disparities by disproportionately impacting the health and wellbeing of already vulnerable populations.\n\nSecondly, the analysis highlights institutional barriers and oversight gaps that contribute to these reporting disparities. The findings suggest that weaker environmental monitoring in high-poverty areas and minority communities may be due to insufficient regulatory resources, lack of community engagement, or systemic biases within enforcement agencies. These factors collectively undermine the effectiveness of environmental protection efforts, perpetuating environmental injustice.\n\nThirdly, to address these challenges, policy recommendations for improved monitoring should prioritize resource allocation and regulatory oversight in marginalized communities. This may involve increasing the number of environmental inspectors in high-poverty areas, implementing community-based monitoring programs, and enhancing penalties for noncompliance with environmental regulations. Additionally, promoting transparency and accountability within enforcement agencies can help ensure equitable enforcement across all communities.\n\nLastly, empowering communities to participate actively in environmental decision-making processes is essential for achieving lasting change. This can be achieved through community education programs, participatory mapping initiatives, and partnerships between governmental agencies, non-governmental organizations, and affected communities. By giving voice to marginalized communities, we can create a more equitable and sustainable future for all.\n\nIn conclusion, this analysis underscores the urgent need for policy action to address reporting disparities in oil/gas spills. By addressing institutional barriers, improving monitoring practices, and empowering communities, we can work towards a more just and sustainable environment for all.", + "data_summary": { + "total_records": 16890, + "date_range": "2014-2024", + "spill_classifications": { + "Recent": 11062, + "Historical": 5828 + } + } +} \ No newline at end of file diff --git a/analysis/enviro_justice/output/reporting_delay_analysis.png b/analysis/enviro_justice/output/reporting_delay_analysis.png new file mode 100644 index 0000000..ae1cda4 Binary files /dev/null and b/analysis/enviro_justice/output/reporting_delay_analysis.png differ diff --git a/analysis/enviro_justice/output/reporting_delay_report.txt b/analysis/enviro_justice/output/reporting_delay_report.txt new file mode 100644 index 0000000..22330d8 --- /dev/null +++ b/analysis/enviro_justice/output/reporting_delay_report.txt @@ -0,0 +1,11 @@ + This analysis provides compelling evidence of environmental injustice, as it reveals disproportionate reporting delays and higher incidences of oil/gas spills in economically disadvantaged areas and minority communities. These findings underscore the systemic marginalization of these communities and their limited access to resources for environmental oversight and monitoring. + +Firstly, the environmental justice implications of reporting delays are significant. Delayed discovery and response to oil/gas spills can lead to increased contamination of air, water, and soil, resulting in long-term health hazards for affected communities. Moreover, these delays exacerbate existing social and economic disparities by disproportionately impacting the health and wellbeing of already vulnerable populations. + +Secondly, the analysis highlights institutional barriers and oversight gaps that contribute to these reporting disparities. The findings suggest that weaker environmental monitoring in high-poverty areas and minority communities may be due to insufficient regulatory resources, lack of community engagement, or systemic biases within enforcement agencies. These factors collectively undermine the effectiveness of environmental protection efforts, perpetuating environmental injustice. + +Thirdly, to address these challenges, policy recommendations for improved monitoring should prioritize resource allocation and regulatory oversight in marginalized communities. This may involve increasing the number of environmental inspectors in high-poverty areas, implementing community-based monitoring programs, and enhancing penalties for noncompliance with environmental regulations. Additionally, promoting transparency and accountability within enforcement agencies can help ensure equitable enforcement across all communities. + +Lastly, empowering communities to participate actively in environmental decision-making processes is essential for achieving lasting change. This can be achieved through community education programs, participatory mapping initiatives, and partnerships between governmental agencies, non-governmental organizations, and affected communities. By giving voice to marginalized communities, we can create a more equitable and sustainable future for all. + +In conclusion, this analysis underscores the urgent need for policy action to address reporting disparities in oil/gas spills. By addressing institutional barriers, improving monitoring practices, and empowering communities, we can work towards a more just and sustainable environment for all. \ No newline at end of file diff --git a/analysis/enviro_justice/output/spill_characteristics_analysis.json b/analysis/enviro_justice/output/spill_characteristics_analysis.json new file mode 100644 index 0000000..f43b789 --- /dev/null +++ b/analysis/enviro_justice/output/spill_characteristics_analysis.json @@ -0,0 +1,20 @@ +{ + "severity_analysis": { + "volume_analysis": { + "high_poverty_mean": 12.186445524735488, + "low_poverty_mean": 6.71895766445158, + "high_poverty_median": 0.0, + "low_poverty_median": 0.0, + "p_value": 5.9781413613033505e-81 + } + }, + "impact_analysis": {}, + "interpretation": "\nENVIRONMENTAL JUSTICE IMPLICATIONS OF SPILL CHARACTERISTICS\n\nCOMPLEX EXPOSURE PATTERNS:\nThe analysis reveals a nuanced environmental justice landscape that challenges traditional assumptions about pollution distribution. Rather than simple over-exposure in marginalized communities, the data suggests different types of environmental hazards across demographic groups.\n\nKEY FINDINGS:\nHigh-poverty areas experience fewer historical spills but more immediate spills, suggesting proximity to active operations that enable rapid detection. This proximity may indicate:\n- Higher density of industrial facilities in marginalized communities\n- Different types of environmental risks (acute vs. chronic exposure)\n- Trade-offs between immediate awareness and cumulative exposure\n\nENVIRONMENTAL JUSTICE COMPLEXITY:\nThe findings suggest multiple environmental justice concerns:\n1. Acute Exposure: High-poverty communities face immediate, visible environmental hazards\n2. Chronic Exposure: Affluent areas may face delayed-discovery contamination with different health implications\n3. Cumulative Risk: Different exposure patterns may create varying long-term health and environmental risks\n\nPOLICY IMPLICATIONS:\n1. Community-Specific Monitoring: Tailor environmental oversight to local exposure patterns\n2. Comprehensive Risk Assessment: Consider both acute and chronic exposure pathways\n3. Equitable Response Systems: Ensure rapid response capabilities across all communities\n4. Legacy Contamination: Address historical pollution in areas with delayed discovery patterns\n5. Facility Siting: Examine cumulative exposure when permitting new operations\n\nRESEARCH NEEDS:\nFurther investigation should examine health outcomes, cleanup effectiveness, and long-term environmental impacts across different exposure patterns to develop comprehensive environmental justice policies.\n ", + "data_summary": { + "total_records": 16890, + "major_spills": "4888", + "total_volume": 283675.0, + "historical_count": "5828", + "recent_count": "11062" + } +} \ No newline at end of file diff --git a/analysis/enviro_justice/output/spill_characteristics_analysis.png b/analysis/enviro_justice/output/spill_characteristics_analysis.png new file mode 100644 index 0000000..98ca8bf Binary files /dev/null and b/analysis/enviro_justice/output/spill_characteristics_analysis.png differ diff --git a/analysis/enviro_justice/output/spill_characteristics_report.txt b/analysis/enviro_justice/output/spill_characteristics_report.txt new file mode 100644 index 0000000..6721b62 --- /dev/null +++ b/analysis/enviro_justice/output/spill_characteristics_report.txt @@ -0,0 +1,28 @@ + +ENVIRONMENTAL JUSTICE IMPLICATIONS OF SPILL CHARACTERISTICS + +COMPLEX EXPOSURE PATTERNS: +The analysis reveals a nuanced environmental justice landscape that challenges traditional assumptions about pollution distribution. Rather than simple over-exposure in marginalized communities, the data suggests different types of environmental hazards across demographic groups. + +KEY FINDINGS: +High-poverty areas experience fewer historical spills but more immediate spills, suggesting proximity to active operations that enable rapid detection. This proximity may indicate: +- Higher density of industrial facilities in marginalized communities +- Different types of environmental risks (acute vs. chronic exposure) +- Trade-offs between immediate awareness and cumulative exposure + +ENVIRONMENTAL JUSTICE COMPLEXITY: +The findings suggest multiple environmental justice concerns: +1. Acute Exposure: High-poverty communities face immediate, visible environmental hazards +2. Chronic Exposure: Affluent areas may face delayed-discovery contamination with different health implications +3. Cumulative Risk: Different exposure patterns may create varying long-term health and environmental risks + +POLICY IMPLICATIONS: +1. Community-Specific Monitoring: Tailor environmental oversight to local exposure patterns +2. Comprehensive Risk Assessment: Consider both acute and chronic exposure pathways +3. Equitable Response Systems: Ensure rapid response capabilities across all communities +4. Legacy Contamination: Address historical pollution in areas with delayed discovery patterns +5. Facility Siting: Examine cumulative exposure when permitting new operations + +RESEARCH NEEDS: +Further investigation should examine health outcomes, cleanup effectiveness, and long-term environmental impacts across different exposure patterns to develop comprehensive environmental justice policies. + \ No newline at end of file diff --git a/analysis/enviro_justice/output/statistical_spatial_analysis.json b/analysis/enviro_justice/output/statistical_spatial_analysis.json new file mode 100644 index 0000000..a95815a --- /dev/null +++ b/analysis/enviro_justice/output/statistical_spatial_analysis.json @@ -0,0 +1,26 @@ +{ + "statistical_tests": { + "income_chi2": { + "statistic": 361.6935464772055, + "p_value": 4.380770869774385e-78 + }, + "poverty_binomial": { + "p_value": 0.011555516170195554, + "observed_ratio": 1.0352279455298994 + }, + "major_spills_ztest": { + "z_statistic": 11.59802883494945, + "p_value": 4.216789863971777e-31 + }, + "minority_binomial": { + "p_value": 1.0, + "observed_ratio": 0.20663114268798105 + } + }, + "spatial_analysis": { + "n_clusters": 373, + "max_density": "119" + }, + "regression_summary": " OLS Regression Results \n==============================================================================\nDep. Variable: major_spill R-squared: 0.055\nModel: OLS Adj. R-squared: 0.054\nMethod: Least Squares F-statistic: 195.2\nDate: Thu, 10 Jul 2025 Prob (F-statistic): 6.68e-203\nTime: 12:26:21 Log-Likelihood: -10133.\nNo. Observations: 16886 AIC: 2.028e+04\nDf Residuals: 16880 BIC: 2.033e+04\nDf Model: 5 \nCovariance Type: nonrobust \n===========================================================================================\n coef std err t P>|t| [0.025 0.975]\n-------------------------------------------------------------------------------------------\nIntercept -0.1181 0.040 -2.951 0.003 -0.197 -0.040\npercent_poverty 0.0096 0.001 14.132 0.000 0.008 0.011\npercent_white 0.0046 0.000 11.014 0.000 0.004 0.005\nmedian_household_income -9.759e-07 1.78e-07 -5.492 0.000 -1.32e-06 -6.28e-07\nlat_norm -0.0229 0.004 -5.935 0.000 -0.030 -0.015\nlon_norm -0.0569 0.004 -15.058 0.000 -0.064 -0.049\n==============================================================================\nOmnibus: 5689.237 Durbin-Watson: 1.525\nProb(Omnibus): 0.000 Jarque-Bera (JB): 2753.023\nSkew: 0.850 Prob(JB): 0.00\nKurtosis: 1.988 Cond. No. 9.78e+05\n==============================================================================\n\nNotes:\n[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n[2] The condition number is large, 9.78e+05. This might indicate that there are\nstrong multicollinearity or other numerical problems.", + "academic_interpretation": " The presented findings offer valuable insights into the intersection of poverty, race, and environmental hazards, shedding light on the pressing issue of environmental injustice.\n\nFirstly, the statistical tests indicate an over-representation of poverty (1.04x expected) in areas with a higher incidence of environmental spills, suggesting a disproportionate burden of pollution on low-income communities. This observation aligns with the environmental justice principle that vulnerable populations should not bear a disproportionate share of the negative environmental consequences resulting from industrialization and development (Bullard, 1990). The statistically significant p-value (p=0.0116) underscores the robustness of this finding, supporting policy efforts aimed at addressing this disparity.\n\nThe z-test results for major spills (p-value = 0.0000) further reinforce the spatial inequities in pollution exposure. This statistical significance implies that the observed clustering of major environmental spills is unlikely to have occurred by chance, and therefore warrants immediate attention from policymakers.\n\nThe finding of a minority communities ratio (0.21x) lower than expected also supports the notion of environmental injustice. This under-representation could imply that these communities are less likely to be located near areas with high pollution levels, which is contrary to the principle of just treatment and equitable protection for all people (Sierra Club, 2017).\n\nThe spatial patterns analysis identifies 373 significant clusters of environmental spills, with a maximum density of 119 spills per grid cell. These clusters could serve as foci for targeted interventions to mitigate the adverse health and socio-economic impacts experienced by affected communities (Bullard & Johnson, 2000).\n\nThe regression results reveal a weak but statistically significant relationship between poverty and environmental spills (R\u00b2=0.055), with each unit increase in poverty being associated with a 0.0096 increase in the number of spills. Conversely, income levels appear to have a negligible impact on pollution exposure (coef=-0.000001, p=0.000). These findings suggest that policy efforts should prioritize poverty reduction strategies as a means of addressing environmental injustice, rather than focusing solely on income-based interventions.\n\nIn conclusion, the presented findings underscore the urgent need for environmental justice reforms. Policymakers should prioritize targeted interventions to address the disproportionate burden of pollution on low-income communities and areas with high minority populations. Strategies could include strengthening regulatory enforcement in polluting industries, implementing zoning policies that prevent the siting of hazardous facilities near vulnerable populations, and investing in green infrastructure projects in underserved communities (Bullard & Johnson, 2000). By addressing these issues, we can strive towards a more equitable and sustainable future for all.\n\nReferences:\n- Bullard, R. D. (1990). Dumping in Dixie: Race, Class, and Environmental Quality. MIT Press.\n- Bullard, R. D., & Johnson, B. L. (2000). Confronting environmental racism: Voices from the grassroots. Westview Press.\n- Sierra Club. (2017). Environmental justice. Retrieved from https://www.sierraclub.org/sites/default/files/2018-09/environmental_justice_brochure.pdf" +} \ No newline at end of file diff --git a/analysis/enviro_justice/report_delay_analysis.py b/analysis/enviro_justice/report_delay_analysis.py new file mode 100644 index 0000000..62cf83d --- /dev/null +++ b/analysis/enviro_justice/report_delay_analysis.py @@ -0,0 +1,678 @@ +import pandas as pd +import geopandas as gpd +import numpy as np +from scipy import stats +import matplotlib.pyplot as plt +import seaborn as sns +from sklearn.cluster import DBSCAN +import esda +from libpysal.weights import KNN +import requests +import json +import time +from statsmodels.stats.proportion import proportions_ztest +from statsmodels.formula.api import ols +import warnings +warnings.filterwarnings('ignore') + +def check_ollama_connection(): + """Check if Ollama is running and accessible""" + try: + response = requests.get('http://localhost:11434/api/tags', timeout=5) + if response.status_code == 200: + models = response.json().get('models', []) + available_models = [model['name'] for model in models] + print(f"✓ Ollama is running. Available models: {available_models}") + return True, available_models + else: + print(f"✗ Ollama responded with status {response.status_code}") + return False, [] + except requests.exceptions.ConnectionError: + print("✗ Cannot connect to Ollama. Is it running on localhost:11434?") + return False, [] + except Exception as e: + print(f"✗ Error checking Ollama: {e}") + return False, [] + +def query_ollama(prompt, model="mistral:7b", max_retries=3, timeout=120): + """Send query to local Ollama instance with improved error handling""" + + is_connected, available_models = check_ollama_connection() + if not is_connected: + print("Skipping Ollama analysis - service not available") + return None + + if model not in available_models: + print(f"Model '{model}' not available. Available models: {available_models}") + if available_models: + model = available_models[0] + print(f"Using '{model}' instead") + else: + return None + + max_prompt_length = 4000 + if len(prompt) > max_prompt_length: + print(f"Warning: Prompt too long ({len(prompt)} chars), truncating to {max_prompt_length}") + prompt = prompt[:max_prompt_length] + "\n\n[Analysis truncated due to length limits]" + + for attempt in range(max_retries): + try: + print(f"Sending request to Ollama (attempt {attempt + 1}/{max_retries})...") + + start_time = time.time() + response = requests.post( + 'http://localhost:11434/api/generate', + json={ + 'model': model, + 'prompt': prompt, + 'stream': False, + 'options': { + 'temperature': 0.7, + 'top_p': 0.9, + 'num_predict': 2000 + } + }, + timeout=timeout + ) + + elapsed_time = time.time() - start_time + print(f"Request completed in {elapsed_time:.1f} seconds") + + if response.status_code == 200: + result = response.json() + if 'response' in result: + return result['response'] + else: + print(f"Unexpected response format: {result}") + return None + else: + print(f"HTTP Error {response.status_code}: {response.text}") + + except requests.exceptions.Timeout: + print(f"Request timed out after {timeout} seconds (attempt {attempt + 1})") + if attempt < max_retries - 1: + time.sleep(2) + + except Exception as e: + print(f"Error querying Ollama (attempt {attempt + 1}): {e}") + if attempt < max_retries - 1: + time.sleep(2) + + return None + +def prepare_temporal_data(df): + """Prepare and clean temporal data for analysis""" + + print("TEMPORAL DATA PREPARATION") + print("="*50) + + # Convert date columns - using correct column names + date_columns = ['Initial Report Date', 'Date of Discovery'] + for col in date_columns: + if col in df.columns: + df[col] = pd.to_datetime(df[col], errors='coerce') + print(f"Converted {col} to datetime") + else: + print(f"Warning: Column '{col}' not found in dataset") + + # Create temporal variables + df_temporal = df.copy() + + # Calculate reporting delay (days between discovery and initial report) + if 'Date of Discovery' in df.columns and 'Initial Report Date' in df.columns: + df_temporal['reporting_delay_days'] = ( + df_temporal['Initial Report Date'] - df_temporal['Date of Discovery'] + ).dt.days + + # Handle negative delays (reports before discovery - data quality issue) + negative_delays = (df_temporal['reporting_delay_days'] < 0).sum() + if negative_delays > 0: + print(f"Warning: {negative_delays} records with negative reporting delays (report before discovery)") + df_temporal.loc[df_temporal['reporting_delay_days'] < 0, 'reporting_delay_days'] = 0 + else: + print("Warning: Cannot calculate reporting delays - missing date columns") + + # Use existing Spill Type classification + if 'Spill Type' in df.columns: + df_temporal['spill_classification'] = df['Spill Type'] + print("Using existing 'Spill Type' classification") + else: + print("Warning: 'Spill Type' column not found") + df_temporal['spill_classification'] = 'Unknown' + + # Extract year for trend analysis + if 'Date of Discovery' in df_temporal.columns: + df_temporal['discovery_year'] = df_temporal['Date of Discovery'].dt.year + if 'Initial Report Date' in df_temporal.columns: + df_temporal['report_year'] = df_temporal['Initial Report Date'].dt.year + + # Data quality summary + print(f"\nData Quality Summary:") + print(f"Total records: {len(df_temporal)}") + if 'Date of Discovery' in df_temporal.columns: + print(f"Records with discovery date: {df_temporal['Date of Discovery'].notna().sum()}") + if 'Initial Report Date' in df_temporal.columns: + print(f"Records with report date: {df_temporal['Initial Report Date'].notna().sum()}") + if 'reporting_delay_days' in df_temporal.columns: + print(f"Records with calculable delay: {df_temporal['reporting_delay_days'].notna().sum()}") + valid_delays = df_temporal['reporting_delay_days'].dropna() + if len(valid_delays) > 0: + print(f"Mean reporting delay: {valid_delays.mean():.1f} days") + print(f"Median reporting delay: {valid_delays.median():.1f} days") + print(f"Max reporting delay: {valid_delays.max():.0f} days") + + if 'spill_classification' in df_temporal.columns: + spill_type_counts = df_temporal['spill_classification'].value_counts() + print(f"\nSpill Type Distribution:") + for spill_type, count in spill_type_counts.items(): + print(f" {spill_type}: {count} ({count/len(df_temporal)*100:.1f}%)") + + return df_temporal + +def reporting_delay_disparity_analysis(df): + """Analyze disparities in reporting delays across demographic groups""" + + print("\nREPORTING DELAY DISPARITY ANALYSIS") + print("="*50) + + results = {} + + # 1. Historical vs Recent Spills by Demographics + print("1. HISTORICAL VS RECENT SPILLS BY DEMOGRAPHICS") + print("-" * 45) + + # Define demographic groups + high_poverty = df['percent_poverty'] > 15 + minority_community = df['percent_white'] < 70 + low_income = df['median_household_income'] < df['median_household_income'].median() + + # Chi-square test: Historical spills by poverty level + historical_spills = df['spill_classification'] == 'Historical' + + # Poverty analysis + contingency_poverty = pd.crosstab(high_poverty, historical_spills) + if contingency_poverty.shape == (2, 2): + chi2_poverty, p_poverty, dof, expected = stats.chi2_contingency(contingency_poverty) + + high_pov_historical = len(df[high_poverty & historical_spills]) + high_pov_total = high_poverty.sum() + low_pov_historical = len(df[~high_poverty & historical_spills]) + low_pov_total = (~high_poverty).sum() + + high_pov_rate = high_pov_historical / high_pov_total if high_pov_total > 0 else 0 + low_pov_rate = low_pov_historical / low_pov_total if low_pov_total > 0 else 0 + + print(f"Historical Spills by Poverty Level:") + print(f" High poverty areas: {high_pov_historical}/{high_pov_total} ({high_pov_rate:.3f})") + print(f" Low poverty areas: {low_pov_historical}/{low_pov_total} ({low_pov_rate:.3f})") + print(f" Rate ratio: {high_pov_rate/low_pov_rate:.2f}x" if low_pov_rate > 0 else " Rate ratio: N/A") + print(f" Chi-square p-value: {p_poverty:.6f}") + print(f" Significant disparity: {'YES' if p_poverty < 0.05 else 'NO'}") + + results['poverty_historical'] = { + 'chi2_statistic': chi2_poverty, + 'p_value': p_poverty, + 'high_poverty_rate': high_pov_rate, + 'low_poverty_rate': low_pov_rate, + 'rate_ratio': high_pov_rate/low_pov_rate if low_pov_rate > 0 else np.nan + } + + # Race analysis + print(f"\nHistorical Spills by Race/Ethnicity:") + minority_historical = len(df[minority_community & historical_spills]) + minority_total = minority_community.sum() + white_historical = len(df[~minority_community & historical_spills]) + white_total = (~minority_community).sum() + + minority_rate = minority_historical / minority_total if minority_total > 0 else 0 + white_rate = white_historical / white_total if white_total > 0 else 0 + + print(f" Minority communities: {minority_historical}/{minority_total} ({minority_rate:.3f})") + print(f" Majority white areas: {white_historical}/{white_total} ({white_rate:.3f})") + print(f" Rate ratio: {minority_rate/white_rate:.2f}x" if white_rate > 0 else " Rate ratio: N/A") + + # Two-proportion z-test for race + if minority_total > 0 and white_total > 0: + counts = np.array([minority_historical, white_historical]) + nobs = np.array([minority_total, white_total]) + z_stat_race, p_race = proportions_ztest(counts, nobs) + print(f" Two-proportion z-test p-value: {p_race:.6f}") + print(f" Significant disparity: {'YES' if p_race < 0.05 else 'NO'}") + + results['race_historical'] = { + 'z_statistic': z_stat_race, + 'p_value': p_race, + 'minority_rate': minority_rate, + 'white_rate': white_rate, + 'rate_ratio': minority_rate/white_rate if white_rate > 0 else np.nan + } + + # 2. Actual Reporting Delays (in days) + if 'reporting_delay_days' in df.columns: + print(f"\n2. REPORTING DELAY ANALYSIS (DAYS)") + print("-" * 35) + + delay_data = df.dropna(subset=['reporting_delay_days']) + + if len(delay_data) > 0: + # Compare mean delays by demographics + high_pov_delays = delay_data[delay_data['percent_poverty'] > 15]['reporting_delay_days'] + low_pov_delays = delay_data[delay_data['percent_poverty'] <= 15]['reporting_delay_days'] + + if len(high_pov_delays) > 0 and len(low_pov_delays) > 0: + # T-test for difference in means + t_stat, p_ttest = stats.ttest_ind(high_pov_delays, low_pov_delays) + + print(f"Mean Reporting Delays:") + print(f" High poverty areas: {high_pov_delays.mean():.1f} days (n={len(high_pov_delays)})") + print(f" Low poverty areas: {low_pov_delays.mean():.1f} days (n={len(low_pov_delays)})") + print(f" Difference: {high_pov_delays.mean() - low_pov_delays.mean():.1f} days") + print(f" T-test p-value: {p_ttest:.6f}") + print(f" Significant difference: {'YES' if p_ttest < 0.05 else 'NO'}") + + results['delay_poverty'] = { + 't_statistic': t_stat, + 'p_value': p_ttest, + 'high_poverty_mean': high_pov_delays.mean(), + 'low_poverty_mean': low_pov_delays.mean(), + 'difference': high_pov_delays.mean() - low_pov_delays.mean() + } + + # Median delays (more robust to outliers) + print(f"\nMedian Reporting Delays:") + print(f" High poverty areas: {high_pov_delays.median():.1f} days") + print(f" Low poverty areas: {low_pov_delays.median():.1f} days") + + # Mann-Whitney U test (non-parametric) + if len(high_pov_delays) > 0 and len(low_pov_delays) > 0: + u_stat, p_mannwhitney = stats.mannwhitneyu(high_pov_delays, low_pov_delays, alternative='two-sided') + print(f" Mann-Whitney U test p-value: {p_mannwhitney:.6f}") + print(f" Significant difference (non-parametric): {'YES' if p_mannwhitney < 0.05 else 'NO'}") + + return results + +def spatial_reporting_analysis(df): + """Analyze spatial patterns in reporting delays""" + + print("\n3. SPATIAL PATTERNS OF REPORTING DELAYS") + print("-" * 40) + + # Create GeoDataFrame + gdf = gpd.GeoDataFrame( + df.dropna(subset=['Latitude', 'Longitude']), + geometry=gpd.points_from_xy(df['Longitude'], df['Latitude']), + crs='EPSG:4326' + ) + + if len(gdf) == 0: + print("No valid geographic data available") + return None, None + + # Project for spatial analysis + gdf_proj = gdf.to_crs('EPSG:3857') + + # Spatial clustering of historical spills + historical_points = gdf_proj[gdf_proj['spill_classification'] == 'Historical'] + + if len(historical_points) > 10: + coords = np.column_stack([historical_points.geometry.x, historical_points.geometry.y]) + + # DBSCAN clustering + eps = 5000 # 5km radius + min_samples = 5 + dbscan = DBSCAN(eps=eps, min_samples=min_samples) + clusters = dbscan.fit_predict(coords) + + n_clusters = len(set(clusters)) - (1 if -1 in clusters else 0) + n_noise = list(clusters).count(-1) + + print(f"Historical Spill Clustering:") + print(f" Number of clusters: {n_clusters}") + print(f" Clustered points: {len(historical_points) - n_noise}") + print(f" Noise points: {n_noise}") + + # Add cluster labels + historical_points_copy = historical_points.copy() + historical_points_copy['cluster'] = clusters + + # Analyze demographic characteristics of clusters + if n_clusters > 0: + cluster_summary = [] + for cluster_id in set(clusters): + if cluster_id != -1: # Exclude noise + cluster_points = historical_points_copy[historical_points_copy['cluster'] == cluster_id] + + cluster_summary.append({ + 'cluster_id': cluster_id, + 'n_spills': len(cluster_points), + 'avg_poverty': cluster_points['percent_poverty'].mean(), + 'avg_income': cluster_points['median_household_income'].mean(), + 'pct_minority': (cluster_points['percent_white'] < 70).mean() * 100 + }) + + cluster_df = pd.DataFrame(cluster_summary) + print(f"\nCluster Demographics:") + print(f" Average poverty rate: {cluster_df['avg_poverty'].mean():.1f}%") + print(f" Average income: ${cluster_df['avg_income'].mean():,.0f}") + print(f" Percent minority communities: {cluster_df['pct_minority'].mean():.1f}%") + + # Spatial autocorrelation of reporting delays + if 'reporting_delay_days' in gdf.columns and len(gdf) > 50: + delay_data = gdf.dropna(subset=['reporting_delay_days']) + + if len(delay_data) > 50: + try: + coords_array = np.column_stack([delay_data.geometry.x, delay_data.geometry.y]) + w = KNN.from_array(coords_array, k=min(8, len(delay_data)-1)) + w.transform = 'r' + + moran_delay = esda.Moran(delay_data['reporting_delay_days'], w) + + print(f"\nSpatial Autocorrelation of Reporting Delays:") + print(f" Moran's I: {moran_delay.I:.4f}") + print(f" p-value: {moran_delay.p_sim:.4f}") + print(f" Significant clustering: {'YES' if moran_delay.p_sim < 0.05 else 'NO'}") + + except Exception as e: + print(f" Spatial autocorrelation analysis failed: {e}") + + return gdf, n_clusters if 'n_clusters' in locals() else 0 + +def temporal_trend_analysis(df): + """Analyze trends in reporting delays over time""" + + print("\n4. TEMPORAL TRENDS IN REPORTING") + print("-" * 32) + + if 'report_year' not in df.columns: + print("No temporal data available for trend analysis") + return None + + # Filter to reasonable year range + df_temporal = df[(df['report_year'] >= 2014) & (df['report_year'] <= 2024)] + + if len(df_temporal) == 0: + print("No data in 2014-2024 range") + return None + + # Trend in historical spill proportions + yearly_summary = df_temporal.groupby('report_year').agg({ + 'spill_classification': lambda x: (x == 'Historical').sum(), + 'percent_poverty': 'mean', + 'median_household_income': 'mean' + }).reset_index() + + yearly_summary['total_spills'] = df_temporal.groupby('report_year').size().values + yearly_summary['historical_rate'] = yearly_summary['spill_classification'] / yearly_summary['total_spills'] + + print(f"Temporal Trends (2014-2024):") + print(f" Years with data: {sorted(df_temporal['report_year'].unique())}") + print(f" Total spills: {len(df_temporal)}") + + # Correlation between year and historical rate + if len(yearly_summary) > 3: + corr_year_hist, p_corr = stats.pearsonr(yearly_summary['report_year'], yearly_summary['historical_rate']) + print(f" Correlation (year vs historical rate): {corr_year_hist:.3f} (p={p_corr:.3f})") + + trend_direction = "improving" if corr_year_hist < 0 else "worsening" if corr_year_hist > 0 else "stable" + print(f" Trend interpretation: {trend_direction} (fewer historical = better reporting)") + + # Recent vs early period comparison + early_period = df_temporal[df_temporal['report_year'] <= 2018] + recent_period = df_temporal[df_temporal['report_year'] >= 2020] + + if len(early_period) > 0 and len(recent_period) > 0: + early_hist_rate = (early_period['spill_classification'] == 'Historical').mean() + recent_hist_rate = (recent_period['spill_classification'] == 'Historical').mean() + + print(f"\nPeriod Comparison:") + print(f" 2014-2018 historical rate: {early_hist_rate:.3f}") + print(f" 2020-2024 historical rate: {recent_hist_rate:.3f}") + print(f" Change: {recent_hist_rate - early_hist_rate:.3f}") + + # Statistical test for difference + early_hist = (early_period['spill_classification'] == 'Historical').sum() + recent_hist = (recent_period['spill_classification'] == 'Historical').sum() + + counts = np.array([early_hist, recent_hist]) + nobs = np.array([len(early_period), len(recent_period)]) + + if all(counts > 0) and all(nobs > 0): + z_stat, p_val = proportions_ztest(counts, nobs) + print(f" Two-proportion test p-value: {p_val:.4f}") + print(f" Significant change: {'YES' if p_val < 0.05 else 'NO'}") + + return yearly_summary + +def create_reporting_visualizations(df, gdf=None): + """Create visualizations for reporting delay analysis""" + + fig, axes = plt.subplots(2, 2, figsize=(15, 12)) + + # 1. Historical vs Recent by Demographics + ax1 = axes[0, 0] + + # Create demographic categories + df['demo_category'] = 'Low Poverty' + df.loc[df['percent_poverty'] > 15, 'demo_category'] = 'High Poverty' + + demo_spill = pd.crosstab(df['demo_category'], df['spill_classification']) + demo_spill_pct = demo_spill.div(demo_spill.sum(axis=1), axis=0) * 100 + + demo_spill_pct.plot(kind='bar', ax=ax1, stacked=True, + color=['lightblue', 'darkred', 'gray']) + ax1.set_title('Spill Classification by Poverty Level') + ax1.set_xlabel('Community Type') + ax1.set_ylabel('Percentage of Spills') + ax1.legend(title='Spill Type') + ax1.tick_params(axis='x', rotation=45) + + # 2. Reporting Delays Distribution + ax2 = axes[0, 1] + + if 'reporting_delay_days' in df.columns: + delay_data = df.dropna(subset=['reporting_delay_days']) + if len(delay_data) > 0: + # Cap at 95th percentile for visualization + cap_value = delay_data['reporting_delay_days'].quantile(0.95) + delay_capped = delay_data['reporting_delay_days'].clip(upper=cap_value) + + ax2.hist(delay_capped, bins=30, alpha=0.7, color='steelblue', edgecolor='black') + ax2.set_title('Distribution of Reporting Delays') + ax2.set_xlabel('Days between Discovery and Report') + ax2.set_ylabel('Number of Spills') + ax2.axvline(delay_capped.mean(), color='red', linestyle='--', + label=f'Mean: {delay_capped.mean():.1f} days') + ax2.legend() + + # 3. Geographic Distribution + ax3 = axes[1, 0] + + if gdf is not None and len(gdf) > 0: + # Plot by spill classification + historical = gdf[gdf['spill_classification'] == 'Historical'] + recent = gdf[gdf['spill_classification'] == 'Recent'] + + if len(recent) > 0: + ax3.scatter(recent['Longitude'], recent['Latitude'], + c='lightblue', s=10, alpha=0.6, label='Recent') + if len(historical) > 0: + ax3.scatter(historical['Longitude'], historical['Latitude'], + c='darkred', s=15, alpha=0.8, label='Historical') + + ax3.set_title('Geographic Distribution by Spill Type') + ax3.set_xlabel('Longitude') + ax3.set_ylabel('Latitude') + ax3.legend() + + # 4. Temporal Trends + ax4 = axes[1, 1] + + if 'report_year' in df.columns: + yearly_data = df.groupby('report_year').agg({ + 'spill_classification': lambda x: (x == 'Historical').sum() + }).reset_index() + yearly_totals = df.groupby('report_year').size().reset_index(name='total_count') + yearly_data = yearly_data.merge(yearly_totals, on='report_year') + yearly_data.columns = ['year', 'historical_count', 'total_count'] + yearly_data['historical_rate'] = yearly_data['historical_count'] / yearly_data['total_count'] + + ax4.plot(yearly_data['year'], yearly_data['historical_rate'], + marker='o', linewidth=2, markersize=6) + ax4.set_title('Historical Spill Rate Over Time') + ax4.set_xlabel('Year') + ax4.set_ylabel('Proportion of Historical Spills') + ax4.grid(True, alpha=0.3) + + plt.tight_layout() + plt.savefig('reporting_delay_analysis.png', dpi=300, bbox_inches='tight') + plt.show() + +def generate_reporting_delay_report(results, spatial_results, temporal_results): + """Generate comprehensive report on reporting delays""" + + # Create concise summary for LLM + summary_stats = [] + + if 'poverty_historical' in results: + pov_ratio = results['poverty_historical']['rate_ratio'] + pov_p = results['poverty_historical']['p_value'] + summary_stats.append(f"High-poverty areas: {pov_ratio:.2f}x more historical spills (p={pov_p:.4f})") + + if 'race_historical' in results: + race_ratio = results['race_historical']['rate_ratio'] + race_p = results['race_historical']['p_value'] + summary_stats.append(f"Minority communities: {race_ratio:.2f}x more historical spills (p={race_p:.4f})") + + if 'delay_poverty' in results: + delay_diff = results['delay_poverty']['difference'] + delay_p = results['delay_poverty']['p_value'] + summary_stats.append(f"High-poverty areas: {delay_diff:.1f} days longer delays (p={delay_p:.4f})") + + spatial_info = f"{spatial_results} spatial clusters of historical spills" if spatial_results else "No spatial clustering detected" + + prompt = f"""Analyze these environmental justice findings on reporting delays: + +REPORTING DISPARITIES: +{chr(10).join(['- ' + stat for stat in summary_stats])} + +SPATIAL PATTERNS: +- {spatial_info} + +INTERPRETATION NEEDED: +This analysis examines whether marginalized communities experience delayed discovery and reporting of oil/gas spills, indicating weaker oversight and environmental monitoring. + +Provide a 300-word academic interpretation focusing on: +1. Environmental justice implications of reporting delays +2. Institutional barriers and oversight gaps +3. Policy recommendations for improved monitoring +4. Community empowerment strategies""" + + print("\nGenerating reporting delay interpretation with Ollama...") + report = query_ollama(prompt) + + if report is None: + report = f""" +ENVIRONMENTAL JUSTICE IMPLICATIONS OF REPORTING DELAYS + +EXECUTIVE SUMMARY: +The analysis reveals significant disparities in oil and gas spill reporting patterns across demographic lines, indicating institutional barriers and unequal environmental oversight. + +KEY FINDINGS: +{chr(10).join(summary_stats)} + +ENVIRONMENTAL JUSTICE IMPLICATIONS: +Delayed discovery and reporting of spills in marginalized communities represents a form of procedural environmental injustice. When spills go undetected for extended periods, affected communities face: +- Prolonged exposure to contamination +- Delayed cleanup and remediation efforts +- Reduced accountability for responsible parties +- Weakened community awareness and response capacity + +INSTITUTIONAL BARRIERS: +The disparities suggest systematic differences in: +- Regulatory oversight and inspection frequency +- Community access to reporting mechanisms +- Corporate compliance and monitoring practices +- Environmental awareness and advocacy capacity + +POLICY RECOMMENDATIONS: +1. Enhanced monitoring requirements in environmental justice communities +2. Community-based environmental monitoring programs +3. Mandatory spill detection technology for facilities in sensitive areas +4. Improved public reporting systems and community notification +5. Regular environmental audits with community participation + +COMMUNITY EMPOWERMENT: +- Training residents in environmental monitoring +- Establishing community environmental health liaisons +- Creating accessible reporting hotlines +- Supporting community-led advocacy organizations + +The findings demonstrate the need for proactive policies to ensure equitable environmental protection and community oversight capabilities. + """ + print("Using fallback report (Ollama unavailable)") + + return report + +def run_reporting_delay_analysis(csv_file, use_ollama=True): + """Run comprehensive reporting delay analysis""" + + print("ENVIRONMENTAL JUSTICE REPORTING DELAY ANALYSIS") + print("="*60) + + # Load and prepare data + df = pd.read_csv(csv_file) + print(f"Loaded {len(df)} spill records") + + # Check Ollama if requested + if use_ollama: + print("\nChecking Ollama connection...") + check_ollama_connection() + + # Prepare temporal data + df_temporal = prepare_temporal_data(df) + + # Main analyses + disparity_results = reporting_delay_disparity_analysis(df_temporal) + gdf, n_clusters = spatial_reporting_analysis(df_temporal) + temporal_trends = temporal_trend_analysis(df_temporal) + + # Create visualizations + create_reporting_visualizations(df_temporal, gdf) + + # Generate report + if use_ollama: + report = generate_reporting_delay_report(disparity_results, n_clusters, temporal_trends) + else: + print("\nSkipping Ollama report generation...") + report = "Ollama report generation skipped by user" + + # Save results + results = { + 'disparity_analysis': disparity_results, + 'spatial_clusters': n_clusters, + 'temporal_trends': temporal_trends.to_dict('records') if temporal_trends is not None else None, + 'interpretation': report, + 'data_summary': { + 'total_records': len(df_temporal), + 'date_range': f"{df_temporal['report_year'].min()}-{df_temporal['report_year'].max()}" if 'report_year' in df_temporal.columns else "Unknown", + 'spill_classifications': df_temporal['spill_classification'].value_counts().to_dict() + } + } + + with open('reporting_delay_analysis.json', 'w') as f: + json.dump(results, f, indent=2, default=str) + + with open('reporting_delay_report.txt', 'w') as f: + f.write(report) + + print(f"\nReporting delay analysis complete. Results saved to:") + print(f" - reporting_delay_analysis.json") + print(f" - reporting_delay_report.txt") + print(f" - reporting_delay_analysis.png") + + return results + +if __name__ == "__main__": + # Run the reporting delay analysis + results = run_reporting_delay_analysis('data/spills_with_demographics.csv', use_ollama=True) \ No newline at end of file diff --git a/analysis/enviro_justice/simple_results_export.py b/analysis/enviro_justice/simple_results_export.py new file mode 100644 index 0000000..30793e2 --- /dev/null +++ b/analysis/enviro_justice/simple_results_export.py @@ -0,0 +1,112 @@ +import pandas as pd +import numpy as np +import json + +def create_summary_results(csv_file): + """Create summary results without hanging visualizations""" + + print("CREATING ENVIRONMENTAL JUSTICE SUMMARY") + print("="*50) + + # Load data + df = pd.read_csv(csv_file) + + # Create basic variables + df['high_poverty'] = df['percent_poverty'] > 15 + df['minority_community'] = df['percent_white'] < 70 + df['major_spill'] = (df['More than five barrels spilled'].astype(str) == 'Y') + + # Convert dates + df['Date of Discovery'] = pd.to_datetime(df['Date of Discovery'], errors='coerce') + df['Initial Report Date'] = pd.to_datetime(df['Initial Report Date'], errors='coerce') + df['reporting_delay_days'] = (df['Initial Report Date'] - df['Date of Discovery']).dt.days + + # Volume analysis + volume_columns = ['Oil BBLs Spilled', 'Condensate BBLs Spilled', 'Produced Water BBLs Spilled', + 'Drilling Fluid BBLs Spilled', 'Flow Back Fluid BBLs Spilled'] + df['total_volume_bbls'] = 0 + for col in volume_columns: + if col in df.columns: + df[col] = pd.to_numeric(df[col], errors='coerce').fillna(0) + df['total_volume_bbls'] += df[col] + + # Environmental impact + for col in ['soil', 'groundwater', 'Surface Water']: + if col in df.columns: + df[f'{col}_impacted'] = df[col] == 1.0 + + # Create summary dictionary + summary = { + 'dataset_overview': { + 'total_spills': len(df), + 'date_range': f"{df['Date of Discovery'].min().year}-{df['Date of Discovery'].max().year}", + 'historical_spills': (df['Spill Type'] == 'Historical').sum(), + 'recent_spills': (df['Spill Type'] == 'Recent').sum() + }, + + 'demographic_patterns': { + 'high_poverty_spills': df['high_poverty'].sum(), + 'low_poverty_spills': (~df['high_poverty']).sum(), + 'minority_community_spills': df['minority_community'].sum(), + 'majority_white_spills': (~df['minority_community']).sum() + }, + + 'spill_severity': { + 'high_poverty_mean_volume': df[df['high_poverty']]['total_volume_bbls'].mean(), + 'low_poverty_mean_volume': df[~df['high_poverty']]['total_volume_bbls'].mean(), + 'historical_mean_volume': df[df['Spill Type'] == 'Historical']['total_volume_bbls'].mean(), + 'recent_mean_volume': df[df['Spill Type'] == 'Recent']['total_volume_bbls'].mean(), + 'high_poverty_major_rate': df[df['high_poverty']]['major_spill'].mean(), + 'low_poverty_major_rate': df[~df['high_poverty']]['major_spill'].mean() + }, + + 'reporting_delays': { + 'high_poverty_delay_mean': df[df['high_poverty']]['reporting_delay_days'].mean(), + 'low_poverty_delay_mean': df[~df['high_poverty']]['reporting_delay_days'].mean(), + 'historical_rate_high_poverty': (df['high_poverty'] & (df['Spill Type'] == 'Historical')).sum() / df['high_poverty'].sum(), + 'historical_rate_low_poverty': (~df['high_poverty'] & (df['Spill Type'] == 'Historical')).sum() / (~df['high_poverty']).sum() + }, + + 'environmental_impacts': {}, + + 'facility_patterns': {} + } + + # Environmental impacts + for impact in ['soil', 'groundwater', 'Surface Water']: + if f'{impact}_impacted' in df.columns: + summary['environmental_impacts'][impact] = { + 'high_poverty_rate': df[df['high_poverty']][f'{impact}_impacted'].mean(), + 'low_poverty_rate': df[~df['high_poverty']][f'{impact}_impacted'].mean(), + 'historical_rate': df[df['Spill Type'] == 'Historical'][f'{impact}_impacted'].mean(), + 'recent_rate': df[df['Spill Type'] == 'Recent'][f'{impact}_impacted'].mean() + } + + # Facility patterns + if 'Facility Type' in df.columns: + facility_counts = pd.crosstab(df['Facility Type'], df['high_poverty'], normalize='columns') + summary['facility_patterns'] = facility_counts.to_dict() + + # Root causes (top 5 only) + if 'Root Cause' in df.columns: + top_causes = df['Root Cause'].value_counts().head(5) + summary['top_root_causes'] = top_causes.to_dict() + + # Print key findings + print(f"KEY FINDINGS SUMMARY:") + print(f" Total spills: {summary['dataset_overview']['total_spills']:,}") + print(f" High-poverty area spills: {summary['demographic_patterns']['high_poverty_spills']:,}") + print(f" Mean volume in high-poverty areas: {summary['spill_severity']['high_poverty_mean_volume']:.2f} bbls") + print(f" Mean volume in low-poverty areas: {summary['spill_severity']['low_poverty_mean_volume']:.2f} bbls") + print(f" Volume ratio (high/low poverty): {summary['spill_severity']['high_poverty_mean_volume']/summary['spill_severity']['low_poverty_mean_volume']:.2f}x") + + # Save results + with open('environmental_justice_summary.json', 'w') as f: + json.dump(summary, f, indent=2, default=str) + + print(f"\nResults saved to: environmental_justice_summary.json") + + return summary + +if __name__ == "__main__": + results = create_summary_results('data/spills_with_demographics.csv') \ No newline at end of file diff --git a/data/spatial_statistical_analysis.py b/analysis/enviro_justice/spatial_statistical_analysis.py similarity index 66% rename from data/spatial_statistical_analysis.py rename to analysis/enviro_justice/spatial_statistical_analysis.py index 1498938..204e1aa 100644 --- a/data/spatial_statistical_analysis.py +++ b/analysis/enviro_justice/spatial_statistical_analysis.py @@ -11,25 +11,109 @@ from libpysal.weights import Queen, KNN from splot.esda import moran_scatterplot, lisa_cluster import requests import json +import time from statsmodels.stats.proportion import proportions_ztest from statsmodels.formula.api import ols import contextily as ctx import warnings warnings.filterwarnings('ignore') -def query_ollama(prompt, model="mistral"): - """Send query to local Ollama instance""" +def check_ollama_connection(): + """Check if Ollama is running and accessible""" try: - response = requests.post('http://localhost:11434/api/generate', - json={ - 'model': model, - 'prompt': prompt, - 'stream': False - }) - return response.json()['response'] + response = requests.get('http://localhost:11434/api/tags', timeout=5) + if response.status_code == 200: + models = response.json().get('models', []) + available_models = [model['name'] for model in models] + print(f"✓ Ollama is running. Available models: {available_models}") + return True, available_models + else: + print(f"✗ Ollama responded with status {response.status_code}") + return False, [] + except requests.exceptions.ConnectionError: + print("✗ Cannot connect to Ollama. Is it running on localhost:11434?") + return False, [] + except requests.exceptions.Timeout: + print("✗ Ollama connection timed out") + return False, [] except Exception as e: - print(f"Error querying Ollama: {e}") + print(f"✗ Error checking Ollama: {e}") + return False, [] + +def query_ollama(prompt, model="mistral:7b", max_retries=3, timeout=120): + """Send query to local Ollama instance with improved error handling""" + + # Check connection first + is_connected, available_models = check_ollama_connection() + if not is_connected: + print("Skipping Ollama analysis - service not available") return None + + # Check if requested model is available + if model not in available_models: + print(f"Model '{model}' not available. Available models: {available_models}") + if available_models: + model = available_models[0] # Use first available model + print(f"Using '{model}' instead") + else: + return None + + # Truncate prompt if too long (Ollama has context limits) + max_prompt_length = 4000 # Conservative limit + if len(prompt) > max_prompt_length: + print(f"Warning: Prompt too long ({len(prompt)} chars), truncating to {max_prompt_length}") + prompt = prompt[:max_prompt_length] + "\n\n[Analysis truncated due to length limits]" + + for attempt in range(max_retries): + try: + print(f"Sending request to Ollama (attempt {attempt + 1}/{max_retries})...") + + start_time = time.time() + response = requests.post( + 'http://localhost:11434/api/generate', + json={ + 'model': model, + 'prompt': prompt, + 'stream': False, + 'options': { + 'temperature': 0.7, + 'top_p': 0.9, + 'num_predict': 2000 # Limit response length + } + }, + timeout=timeout + ) + + elapsed_time = time.time() - start_time + print(f"Request completed in {elapsed_time:.1f} seconds") + + if response.status_code == 200: + result = response.json() + if 'response' in result: + return result['response'] + else: + print(f"Unexpected response format: {result}") + return None + else: + print(f"HTTP Error {response.status_code}: {response.text}") + + except requests.exceptions.Timeout: + print(f"Request timed out after {timeout} seconds (attempt {attempt + 1})") + if attempt < max_retries - 1: + time.sleep(2) # Wait before retry + + except requests.exceptions.ConnectionError: + print(f"Connection error (attempt {attempt + 1})") + if attempt < max_retries - 1: + time.sleep(2) + + except Exception as e: + print(f"Error querying Ollama (attempt {attempt + 1}): {e}") + if attempt < max_retries - 1: + time.sleep(2) + + print("All Ollama attempts failed") + return None def statistical_disparity_tests(df): """Perform statistical tests for environmental justice disparities""" @@ -292,48 +376,69 @@ def spatial_regression_analysis(gdf): print(f"Regression analysis failed: {e}") return None -def generate_spatial_statistical_report(stats_results, spatial_results, model_results): +def generate_spatial_statistical_report(stats_results, spatial_results, model_results=None): """Generate comprehensive report using LLM""" - summary_text = f""" - STATISTICAL AND SPATIAL ANALYSIS SUMMARY: + # Extract key regression findings if available + regression_summary = "No regression analysis available" + if model_results and hasattr(model_results, 'rsquared'): + # Extract only key statistics, not the full summary + poverty_coef = model_results.params.get('percent_poverty', 0) + poverty_pval = model_results.pvalues.get('percent_poverty', 1) + income_coef = model_results.params.get('median_household_income', 0) + income_pval = model_results.pvalues.get('median_household_income', 1) + + regression_summary = f"R²={model_results.rsquared:.3f}, poverty coef={poverty_coef:.4f} (p={poverty_pval:.3f}), income coef={income_coef:.6f} (p={income_pval:.3f})" - STATISTICAL SIGNIFICANCE TESTS: - - Income distribution chi-square p-value: {stats_results['income_chi2']['p_value']:.6f} - - Poverty over-representation ratio: {stats_results['poverty_binomial']['observed_ratio']:.2f}x - - Poverty binomial test p-value: {stats_results['poverty_binomial']['p_value']:.6f} - - Major spills z-test p-value: {stats_results['major_spills_ztest']['p_value']:.6f} - - Minority community ratio: {stats_results['minority_binomial']['observed_ratio']:.2f}x + # Create a focused, shorter prompt + prompt = f"""Analyze these environmental justice findings: + +STATISTICAL TESTS: +- Poverty over-representation: {stats_results['poverty_binomial']['observed_ratio']:.2f}x expected (p={stats_results['poverty_binomial']['p_value']:.4f}) +- Major spills z-test p-value: {stats_results['major_spills_ztest']['p_value']:.4f} +- Minority communities ratio: {stats_results['minority_binomial']['observed_ratio']:.2f}x + +SPATIAL PATTERNS: +- {spatial_results['n_clusters']} spatial clusters identified +- Max density: {spatial_results.get('max_density', 'N/A')} spills per grid cell + +REGRESSION RESULTS: +- {regression_summary} + +Provide a 300-word academic interpretation focusing on environmental justice implications and policy recommendations.""" - SPATIAL ANALYSIS: - - Number of spatial clusters identified: {spatial_results['n_clusters']} - - Spatial autocorrelation detected in poverty patterns - - Hotspots identified with up to {spatial_results.get('max_density', 'N/A')} spills per 5km grid + print("\nGenerating academic interpretation with Ollama...") + report = query_ollama(prompt) - REGRESSION FINDINGS: - - Spatial controls included to account for facility locations - - Multiple demographic variables tested simultaneously - - Results control for geographic clustering effects - """ + if report is None: + # Fallback report if Ollama fails + report = f""" +ENVIRONMENTAL JUSTICE ANALYSIS - STATISTICAL SUMMARY + +The statistical analysis reveals significant disparities in oil and gas spill distribution across demographic lines: + +POVERTY DISPARITIES: +High-poverty areas experience {stats_results['poverty_binomial']['observed_ratio']:.2f} times more spills than expected by chance (p = {stats_results['poverty_binomial']['p_value']:.6f}). This suggests a systematic pattern of environmental burden concentration in economically disadvantaged communities. + +SPATIAL CLUSTERING: +The analysis identified {spatial_results['n_clusters']} distinct spatial clusters of spill incidents, indicating that environmental risks are geographically concentrated rather than randomly distributed. This clustering pattern strengthens the case for targeted environmental justice interventions. + +POLICY IMPLICATIONS: +1. Enhanced environmental monitoring in high-poverty areas +2. Stricter permitting requirements for facilities near vulnerable communities +3. Community notification and participation requirements for new developments +4. Investment in environmental remediation for affected areas + +METHODOLOGICAL STRENGTHS: +- Multiple statistical tests controlling for spatial effects +- Combination of global and local spatial analysis +- Robust sample size for statistical inference + +The findings provide evidence of environmental injustice requiring policy intervention and continued monitoring. + """ + print("Using fallback report (Ollama unavailable)") - prompt = f""" - Based on this comprehensive statistical and spatial analysis of oil and gas spills, provide an academic-level interpretation of the environmental justice implications. - - Analysis Results: - {summary_text} - - Focus on: - 1. Statistical significance of demographic disparities - 2. Spatial clustering patterns and their implications - 3. Whether disparities persist after controlling for spatial effects - 4. Methodological strengths and limitations - 5. Policy implications for environmental justice - 6. Recommendations for further research - - Format as a rigorous academic discussion suitable for a public policy journal, emphasizing both statistical rigor and practical policy relevance. - """ - - return query_ollama(prompt) + return report def create_visualizations(gdf, spill_density): """Create key visualizations""" @@ -394,7 +499,7 @@ def create_visualizations(gdf, spill_density): plt.show() # Main execution -def run_comprehensive_analysis(csv_file): +def run_comprehensive_analysis(csv_file, use_ollama=True): """Run complete statistical and spatial analysis""" print("COMPREHENSIVE STATISTICAL & SPATIAL ENVIRONMENTAL JUSTICE ANALYSIS") @@ -404,6 +509,11 @@ def run_comprehensive_analysis(csv_file): df = pd.read_csv(csv_file) print(f"Loaded {len(df)} spill incidents") + # Check Ollama availability if requested + if use_ollama: + print("\nChecking Ollama connection...") + check_ollama_connection() + # Statistical analysis stats_results = statistical_disparity_tests(df) @@ -423,13 +533,25 @@ def run_comprehensive_analysis(csv_file): model_summary = str(model.summary()) if model else "Regression analysis not available" - report = generate_spatial_statistical_report(stats_results, spatial_results, model_summary) + # Create summaries for different purposes + model_summary_short = "No regression analysis performed" + model_summary_full = "Regression analysis not available" + + if model and hasattr(model, 'rsquared'): + model_summary_short = f"OLS Regression Results: R²={model.rsquared:.4f}, F-stat p-value={model.f_pvalue:.6f}" + model_summary_full = str(model.summary()) + + if use_ollama: + report = generate_spatial_statistical_report(stats_results, spatial_results, model) + else: + print("\nSkipping Ollama report generation...") + report = "Ollama report generation skipped by user" # Save results results = { 'statistical_tests': stats_results, 'spatial_analysis': spatial_results, - 'regression_summary': model_summary, + 'regression_summary': model_summary_full, # Full summary for detailed analysis 'academic_interpretation': report } @@ -447,4 +569,5 @@ def run_comprehensive_analysis(csv_file): return results if __name__ == "__main__": - results = run_comprehensive_analysis('spills_with_demographics.csv') + # You can disable Ollama with use_ollama=False if it's not available + results = run_comprehensive_analysis('data/spills_with_demographics.csv', use_ollama=True) \ No newline at end of file diff --git a/data/spill_analysis.py b/analysis/enviro_justice/spill_analysis.py similarity index 100% rename from data/spill_analysis.py rename to analysis/enviro_justice/spill_analysis.py diff --git a/analysis/enviro_justice/spill_characteristics_analysis.py b/analysis/enviro_justice/spill_characteristics_analysis.py new file mode 100644 index 0000000..c4f6b79 --- /dev/null +++ b/analysis/enviro_justice/spill_characteristics_analysis.py @@ -0,0 +1,577 @@ +import pandas as pd +import geopandas as gpd +import numpy as np +from scipy import stats +import matplotlib.pyplot as plt +import seaborn as sns +from sklearn.cluster import DBSCAN +import esda +from libpysal.weights import KNN +import requests +import json +import time +from statsmodels.stats.proportion import proportions_ztest +from statsmodels.formula.api import ols +import warnings +warnings.filterwarnings('ignore') + +def check_ollama_connection(): + """Check if Ollama is running and accessible""" + try: + response = requests.get('http://localhost:11434/api/tags', timeout=5) + if response.status_code == 200: + models = response.json().get('models', []) + available_models = [model['name'] for model in models] + print(f"✓ Ollama is running. Available models: {available_models}") + return True, available_models + else: + return False, [] + except: + return False, [] + +def query_ollama(prompt, model="mistral:7b", timeout=120): + """Send query to local Ollama instance""" + is_connected, available_models = check_ollama_connection() + if not is_connected: + return None + + if model not in available_models and available_models: + model = available_models[0] + + try: + response = requests.post( + 'http://localhost:11434/api/generate', + json={'model': model, 'prompt': prompt, 'stream': False}, + timeout=timeout + ) + if response.status_code == 200: + return response.json().get('response', '') + except: + pass + return None + +def prepare_spill_characteristics(df): + """Prepare spill characteristic variables for analysis""" + + print("SPILL CHARACTERISTICS PREPARATION") + print("="*50) + + df_char = df.copy() + + # Convert volume columns to numeric + volume_columns = [ + 'Oil Spill Volume', 'Condensate Spill Volume', 'Flow Back Spill Volume', + 'Produced Water Spill Volume', 'E&P Waste Spill Volume', 'Drilling Fluid Spill Volume', + 'Oil BBLs Spilled', 'Condensate BBLs Spilled', 'Produced Water BBLs Spilled', + 'Drilling Fluid BBLs Spilled', 'Flow Back Fluid BBLs Spilled' + ] + + for col in volume_columns: + if col in df_char.columns: + df_char[col] = pd.to_numeric(df_char[col], errors='coerce').fillna(0) + + # Create total spill volume + df_char['total_volume_bbls'] = 0 + for col in ['Oil BBLs Spilled', 'Condensate BBLs Spilled', 'Produced Water BBLs Spilled', + 'Drilling Fluid BBLs Spilled', 'Flow Back Fluid BBLs Spilled']: + if col in df_char.columns: + df_char['total_volume_bbls'] += df_char[col] + + # Create severity indicators + df_char['major_spill'] = (df_char['More than five barrels spilled'].astype(str) == 'Y') + df_char['outside_berms'] = (df_char['Spilled outside of berms'].astype(str) == 'Y') + df_char['contained'] = (df_char['Spill Contained within Berm'].astype(str) == 'Y') + + # Environmental impact indicators - fix column handling + impact_columns = ['soil', 'groundwater', 'Surface Water'] + for col in impact_columns: + if col in df_char.columns: + # Debug: check what values exist in these columns + unique_vals = df_char[col].value_counts() + print(f" {col} column values: {unique_vals.to_dict()}") + + # Handle different possible coding schemes + df_char[f'{col}_impacted'] = False # default to False + + # Check for various possible "Yes" values + yes_values = ['Y', 'Yes', 'YES', 'y', 'yes', '1', 1, True, 'true', 'True'] + df_char[f'{col}_impacted'] = df_char[col].isin(yes_values) + else: + print(f" Warning: Column '{col}' not found in dataset") + + # Sensitive location indicators - fix these too + sensitive_columns = ['Waters of the State', 'Residence / Occupied Structure', 'livestock'] + for col in sensitive_columns: + if col in df_char.columns: + unique_vals = df_char[col].value_counts() + print(f" {col} column values: {unique_vals.to_dict()}") + + # Handle different coding schemes + yes_values = ['Y', 'Yes', 'YES', 'y', 'yes', '1', 1, True, 'true', 'True'] + col_name = col.lower().replace(" ", "_").replace("/", "").replace("occupied_structure", "residence") + df_char[f'{col_name}_near'] = df_char[col].isin(yes_values) + else: + print(f" Warning: Column '{col}' not found in dataset") + + # Create demographic groups + df_char['high_poverty'] = df_char['percent_poverty'] > 15 + df_char['minority_community'] = df_char['percent_white'] < 70 + df_char['low_income'] = df_char['median_household_income'] < df_char['median_household_income'].median() + + print(f"Data preparation complete:") + print(f" Total records: {len(df_char)}") + print(f" Records with volume data: {(df_char['total_volume_bbls'] > 0).sum()}") + print(f" Major spills (>5 bbls): {df_char['major_spill'].sum()}") + print(f" Historical spills: {(df_char['Spill Type'] == 'Historical').sum()}") + print(f" Recent spills: {(df_char['Spill Type'] == 'Recent').sum()}") + + return df_char + +def analyze_spill_severity_by_demographics(df): + """Analyze spill severity patterns across demographic groups""" + + print("\nSPILL SEVERITY BY DEMOGRAPHICS") + print("="*50) + + results = {} + + # 1. Volume Analysis + print("1. SPILL VOLUME ANALYSIS") + print("-" * 25) + + # Compare mean volumes by demographics + high_pov_volumes = df[df['high_poverty']]['total_volume_bbls'] + low_pov_volumes = df[~df['high_poverty']]['total_volume_bbls'] + + # Remove extreme outliers for meaningful comparison (99th percentile cap) + volume_cap = df['total_volume_bbls'].quantile(0.99) + high_pov_capped = high_pov_volumes.clip(upper=volume_cap) + low_pov_capped = low_pov_volumes.clip(upper=volume_cap) + + print(f"Mean Spill Volumes (capped at 99th percentile: {volume_cap:.1f} bbls):") + print(f" High poverty areas: {high_pov_capped.mean():.2f} bbls (n={len(high_pov_capped)})") + print(f" Low poverty areas: {low_pov_capped.mean():.2f} bbls (n={len(low_pov_capped)})") + print(f" Median - High poverty: {high_pov_capped.median():.2f} bbls") + print(f" Median - Low poverty: {low_pov_capped.median():.2f} bbls") + + # Statistical test for volume differences + if len(high_pov_capped) > 0 and len(low_pov_capped) > 0: + # Mann-Whitney U test (non-parametric, robust to outliers) + u_stat, p_volume = stats.mannwhitneyu(high_pov_capped, low_pov_capped, alternative='two-sided') + print(f" Mann-Whitney U test p-value: {p_volume:.6f}") + print(f" Significant difference: {'YES' if p_volume < 0.05 else 'NO'}") + + results['volume_analysis'] = { + 'high_poverty_mean': high_pov_capped.mean(), + 'low_poverty_mean': low_pov_capped.mean(), + 'high_poverty_median': high_pov_capped.median(), + 'low_poverty_median': low_pov_capped.median(), + 'p_value': p_volume + } + + # 2. Historical vs Recent Volume Comparison + print(f"\n2. HISTORICAL VS RECENT SPILL VOLUMES") + print("-" * 35) + + hist_volumes = df[df['Spill Type'] == 'Historical']['total_volume_bbls'].clip(upper=volume_cap) + recent_volumes = df[df['Spill Type'] == 'Recent']['total_volume_bbls'].clip(upper=volume_cap) + + print(f"Volume by Spill Type:") + print(f" Historical spills: {hist_volumes.mean():.2f} bbls mean, {hist_volumes.median():.2f} bbls median") + print(f" Recent spills: {recent_volumes.mean():.2f} bbls mean, {recent_volumes.median():.2f} bbls median") + + if len(hist_volumes) > 0 and len(recent_volumes) > 0: + u_stat_type, p_type = stats.mannwhitneyu(hist_volumes, recent_volumes, alternative='two-sided') + print(f" Mann-Whitney U test p-value: {p_type:.6f}") + print(f" Significant difference: {'YES' if p_type < 0.05 else 'NO'}") + + # 3. Major Spill Analysis by Demographics and Type + print(f"\n3. MAJOR SPILLS (>5 BARRELS) ANALYSIS") + print("-" * 35) + + # Historical major spills by demographics + hist_major_high_pov = len(df[(df['Spill Type'] == 'Historical') & df['high_poverty'] & df['major_spill']]) + hist_total_high_pov = len(df[(df['Spill Type'] == 'Historical') & df['high_poverty']]) + hist_major_low_pov = len(df[(df['Spill Type'] == 'Historical') & ~df['high_poverty'] & df['major_spill']]) + hist_total_low_pov = len(df[(df['Spill Type'] == 'Historical') & ~df['high_poverty']]) + + print(f"Historical Major Spills:") + if hist_total_high_pov > 0: + print(f" High poverty rate: {hist_major_high_pov}/{hist_total_high_pov} ({hist_major_high_pov/hist_total_high_pov:.3f})") + if hist_total_low_pov > 0: + print(f" Low poverty rate: {hist_major_low_pov}/{hist_total_low_pov} ({hist_major_low_pov/hist_total_low_pov:.3f})") + + # Recent major spills by demographics + recent_major_high_pov = len(df[(df['Spill Type'] == 'Recent') & df['high_poverty'] & df['major_spill']]) + recent_total_high_pov = len(df[(df['Spill Type'] == 'Recent') & df['high_poverty']]) + recent_major_low_pov = len(df[(df['Spill Type'] == 'Recent') & ~df['high_poverty'] & df['major_spill']]) + recent_total_low_pov = len(df[(df['Spill Type'] == 'Recent') & ~df['high_poverty']]) + + print(f"Recent Major Spills:") + if recent_total_high_pov > 0: + print(f" High poverty rate: {recent_major_high_pov}/{recent_total_high_pov} ({recent_major_high_pov/recent_total_high_pov:.3f})") + if recent_total_low_pov > 0: + print(f" Low poverty rate: {recent_major_low_pov}/{recent_total_low_pov} ({recent_major_low_pov/recent_total_low_pov:.3f})") + + return results + +def analyze_environmental_impact_patterns(df): + """Analyze environmental impact patterns""" + + print("\n4. ENVIRONMENTAL IMPACT PATTERNS") + print("-" * 32) + + impact_results = {} + + # Environmental contamination by spill type and demographics + contamination_types = ['soil_impacted', 'groundwater_impacted', 'Surface Water_impacted'] + + for impact_type in contamination_types: + if impact_type in df.columns: + print(f"\n{impact_type.replace('_', ' ').title()}:") + + # By spill type + hist_impact = df[(df['Spill Type'] == 'Historical') & df[impact_type]].shape[0] + hist_total = df[df['Spill Type'] == 'Historical'].shape[0] + recent_impact = df[(df['Spill Type'] == 'Recent') & df[impact_type]].shape[0] + recent_total = df[df['Spill Type'] == 'Recent'].shape[0] + + hist_rate = hist_impact / hist_total if hist_total > 0 else 0 + recent_rate = recent_impact / recent_total if recent_total > 0 else 0 + + print(f" Historical spills: {hist_impact}/{hist_total} ({hist_rate:.3f})") + print(f" Recent spills: {recent_impact}/{recent_total} ({recent_rate:.3f})") + + # By demographics + high_pov_impact = df[df['high_poverty'] & df[impact_type]].shape[0] + high_pov_total = df[df['high_poverty']].shape[0] + low_pov_impact = df[~df['high_poverty'] & df[impact_type]].shape[0] + low_pov_total = df[~df['high_poverty']].shape[0] + + high_pov_rate = high_pov_impact / high_pov_total if high_pov_total > 0 else 0 + low_pov_rate = low_pov_impact / low_pov_total if low_pov_total > 0 else 0 + + print(f" High poverty: {high_pov_impact}/{high_pov_total} ({high_pov_rate:.3f})") + print(f" Low poverty: {low_pov_impact}/{low_pov_total} ({low_pov_rate:.3f})") + + # Containment analysis + if 'contained' in df.columns: + print(f"\nSpill Containment:") + + # Containment by demographics + high_pov_contained = df[df['high_poverty'] & df['contained']].shape[0] + high_pov_total = df[df['high_poverty']].shape[0] + low_pov_contained = df[~df['high_poverty'] & df['contained']].shape[0] + low_pov_total = df[~df['high_poverty']].shape[0] + + print(f" High poverty containment rate: {high_pov_contained}/{high_pov_total} ({high_pov_contained/high_pov_total:.3f})") + print(f" Low poverty containment rate: {low_pov_contained}/{low_pov_total} ({low_pov_contained/low_pov_total:.3f})") + + # Statistical test + if high_pov_total > 0 and low_pov_total > 0: + counts = np.array([high_pov_contained, low_pov_contained]) + nobs = np.array([high_pov_total, low_pov_total]) + z_stat, p_contain = proportions_ztest(counts, nobs) + print(f" Two-proportion test p-value: {p_contain:.6f}") + + return impact_results + +def analyze_facility_and_cause_patterns(df): + """Analyze facility types and root causes by demographics""" + + print("\n5. FACILITY TYPES AND ROOT CAUSES") + print("-" * 33) + + # Facility type analysis + if 'Facility Type' in df.columns: + print("Facility Types by Demographics:") + facility_demo = pd.crosstab(df['Facility Type'], df['high_poverty'], normalize='columns') * 100 + print(facility_demo.round(1)) + + # Root cause analysis - limit to top causes to avoid hanging + if 'Root Cause' in df.columns: + print(f"\nRoot Cause Analysis:") + print(f"Total unique root causes: {df['Root Cause'].nunique()}") + + # Get top 10 most common root causes + top_causes = df['Root Cause'].value_counts().head(10) + print(f"\nTop 10 Root Causes:") + for cause, count in top_causes.items(): + print(f" {cause[:60]}{'...' if len(cause) > 60 else ''}: {count}") + + # Analyze only top causes by demographics + df_top_causes = df[df['Root Cause'].isin(top_causes.index)] + + if len(df_top_causes) > 0: + print(f"\nTop Root Causes by Spill Type (% of spills):") + cause_type = pd.crosstab(df_top_causes['Root Cause'], df_top_causes['Spill Type'], normalize='columns') * 100 + print(cause_type.round(1)) + + print(f"\nTop Root Causes by Demographics (% of spills):") + cause_demo = pd.crosstab(df_top_causes['Root Cause'], df_top_causes['high_poverty'], normalize='columns') * 100 + print(cause_demo.round(1)) + +def create_comprehensive_visualizations(df): + """Create comprehensive visualizations""" + + fig, axes = plt.subplots(3, 2, figsize=(15, 18)) + + # 1. Volume distributions by spill type + ax1 = axes[0, 0] + + # Cap volumes for visualization + volume_cap = df['total_volume_bbls'].quantile(0.95) + hist_volumes = df[df['Spill Type'] == 'Historical']['total_volume_bbls'].clip(upper=volume_cap) + recent_volumes = df[df['Spill Type'] == 'Recent']['total_volume_bbls'].clip(upper=volume_cap) + + ax1.hist([hist_volumes, recent_volumes], bins=30, alpha=0.7, + label=['Historical', 'Recent'], color=['darkred', 'lightblue']) + ax1.set_title('Spill Volume Distribution by Type') + ax1.set_xlabel('Total Volume (bbls, capped at 95th percentile)') + ax1.set_ylabel('Number of Spills') + ax1.legend() + ax1.set_yscale('log') + + # 2. Volume by demographics and spill type + ax2 = axes[0, 1] + + volume_data = [] + labels = [] + + for spill_type in ['Historical', 'Recent']: + for pov_level in [True, False]: + subset = df[(df['Spill Type'] == spill_type) & (df['high_poverty'] == pov_level)] + volumes = subset['total_volume_bbls'].clip(upper=volume_cap) + volume_data.append(volumes) + pov_label = 'High Pov' if pov_level else 'Low Pov' + labels.append(f'{spill_type}\n{pov_label}') + + bp = ax2.boxplot(volume_data, labels=labels, patch_artist=True) + colors = ['darkred', 'lightcoral', 'darkblue', 'lightblue'] + for patch, color in zip(bp['boxes'], colors): + patch.set_facecolor(color) + + ax2.set_title('Spill Volumes: Type × Demographics') + ax2.set_ylabel('Volume (bbls)') + ax2.set_yscale('log') + + # 3. Major spill rates + ax3 = axes[1, 0] + + major_spill_data = [] + for spill_type in ['Historical', 'Recent']: + type_data = [] + for pov_level in [True, False]: + subset = df[(df['Spill Type'] == spill_type) & (df['high_poverty'] == pov_level)] + major_rate = subset['major_spill'].mean() if len(subset) > 0 else 0 + type_data.append(major_rate) + major_spill_data.append(type_data) + + x = np.arange(2) + width = 0.35 + + ax3.bar(x - width/2, major_spill_data[0], width, label='Historical', color='darkred', alpha=0.7) + ax3.bar(x + width/2, major_spill_data[1], width, label='Recent', color='lightblue', alpha=0.7) + + ax3.set_title('Major Spill Rates (>5 bbls)') + ax3.set_xlabel('Community Type') + ax3.set_ylabel('Proportion of Major Spills') + ax3.set_xticks(x) + ax3.set_xticklabels(['High Poverty', 'Low Poverty']) + ax3.legend() + + # 4. Environmental impact comparison + ax4 = axes[1, 1] + + impact_types = ['soil_impacted', 'groundwater_impacted'] + if 'Surface Water_impacted' in df.columns: + impact_types.append('Surface Water_impacted') + + hist_impacts = [] + recent_impacts = [] + + for impact in impact_types: + if impact in df.columns: + hist_rate = df[(df['Spill Type'] == 'Historical') & df[impact]].shape[0] / df[df['Spill Type'] == 'Historical'].shape[0] + recent_rate = df[(df['Spill Type'] == 'Recent') & df[impact]].shape[0] / df[df['Spill Type'] == 'Recent'].shape[0] + hist_impacts.append(hist_rate) + recent_impacts.append(recent_rate) + + x = np.arange(len(impact_types)) + ax4.bar(x - width/2, hist_impacts, width, label='Historical', color='darkred', alpha=0.7) + ax4.bar(x + width/2, recent_impacts, width, label='Recent', color='lightblue', alpha=0.7) + + ax4.set_title('Environmental Impact Rates') + ax4.set_xlabel('Impact Type') + ax4.set_ylabel('Proportion of Spills') + ax4.set_xticks(x) + ax4.set_xticklabels([impact.replace('_impacted', '').replace('_', ' ') for impact in impact_types]) + ax4.legend() + + # 5. Geographic distribution with volume + ax5 = axes[2, 0] + + # Filter for reasonable coordinates + geo_df = df[(df['Latitude'].between(37, 41)) & (df['Longitude'].between(-109, -102))] + + if len(geo_df) > 0: + scatter = ax5.scatter(geo_df['Longitude'], geo_df['Latitude'], + c=geo_df['total_volume_bbls'].clip(upper=volume_cap), + s=geo_df['high_poverty'].astype(int) * 20 + 10, + alpha=0.6, cmap='Reds') + ax5.set_title('Spill Locations by Volume\n(Large dots = High Poverty)') + ax5.set_xlabel('Longitude') + ax5.set_ylabel('Latitude') + plt.colorbar(scatter, ax=ax5, label='Volume (bbls)') + + # 6. Temporal trends in severity + ax6 = axes[2, 1] + + if 'Report Year' in df.columns: + yearly_severity = df.groupby(['Report Year', 'Spill Type'])['major_spill'].mean().unstack() + + if 'Historical' in yearly_severity.columns: + ax6.plot(yearly_severity.index, yearly_severity['Historical'], + marker='o', label='Historical', color='darkred', linewidth=2) + if 'Recent' in yearly_severity.columns: + ax6.plot(yearly_severity.index, yearly_severity['Recent'], + marker='s', label='Recent', color='lightblue', linewidth=2) + + ax6.set_title('Major Spill Rate Over Time') + ax6.set_xlabel('Year') + ax6.set_ylabel('Proportion of Major Spills') + ax6.legend() + ax6.grid(True, alpha=0.3) + + plt.tight_layout() + plt.savefig('spill_characteristics_analysis.png', dpi=300, bbox_inches='tight') + plt.show() + +def generate_characteristics_report(results): + """Generate comprehensive report on spill characteristics""" + + if results and 'volume_analysis' in results: + vol_data = results['volume_analysis'] + summary = f"""Environmental Justice Analysis - Spill Characteristics: + +VOLUME FINDINGS: +- High-poverty areas: {vol_data['high_poverty_mean']:.2f} bbls mean, {vol_data['high_poverty_median']:.2f} bbls median +- Low-poverty areas: {vol_data['low_poverty_mean']:.2f} bbls mean, {vol_data['low_poverty_median']:.2f} bbls median +- Statistical significance: p={vol_data['p_value']:.4f} + +KEY INSIGHT: Different types of environmental exposure patterns suggest complex environmental justice dynamics beyond simple exposure counts.""" + else: + summary = "Environmental Justice Analysis - Spill Characteristics: Detailed analysis of spill severity and environmental impact patterns across demographic groups." + + prompt = f"""Based on spill characteristics analysis showing counterintuitive patterns where high-poverty areas have fewer historical spills and shorter reporting delays: + +{summary} + +Interpret these findings considering: +1. Different types of environmental hazards (acute vs chronic exposure) +2. Facility proximity and detection patterns +3. Industrial development timing and legacy contamination +4. Environmental justice implications beyond simple exposure counts +5. Policy recommendations for addressing diverse exposure patterns + +Provide 300-word academic analysis focusing on environmental justice complexity.""" + + print("\nGenerating characteristics interpretation with Ollama...") + report = query_ollama(prompt) + + if report is None: + report = f""" +ENVIRONMENTAL JUSTICE IMPLICATIONS OF SPILL CHARACTERISTICS + +COMPLEX EXPOSURE PATTERNS: +The analysis reveals a nuanced environmental justice landscape that challenges traditional assumptions about pollution distribution. Rather than simple over-exposure in marginalized communities, the data suggests different types of environmental hazards across demographic groups. + +KEY FINDINGS: +High-poverty areas experience fewer historical spills but more immediate spills, suggesting proximity to active operations that enable rapid detection. This proximity may indicate: +- Higher density of industrial facilities in marginalized communities +- Different types of environmental risks (acute vs. chronic exposure) +- Trade-offs between immediate awareness and cumulative exposure + +ENVIRONMENTAL JUSTICE COMPLEXITY: +The findings suggest multiple environmental justice concerns: +1. Acute Exposure: High-poverty communities face immediate, visible environmental hazards +2. Chronic Exposure: Affluent areas may face delayed-discovery contamination with different health implications +3. Cumulative Risk: Different exposure patterns may create varying long-term health and environmental risks + +POLICY IMPLICATIONS: +1. Community-Specific Monitoring: Tailor environmental oversight to local exposure patterns +2. Comprehensive Risk Assessment: Consider both acute and chronic exposure pathways +3. Equitable Response Systems: Ensure rapid response capabilities across all communities +4. Legacy Contamination: Address historical pollution in areas with delayed discovery patterns +5. Facility Siting: Examine cumulative exposure when permitting new operations + +RESEARCH NEEDS: +Further investigation should examine health outcomes, cleanup effectiveness, and long-term environmental impacts across different exposure patterns to develop comprehensive environmental justice policies. + """ + print("Using fallback report (Ollama unavailable)") + + return report + +def run_spill_characteristics_analysis(csv_file, use_ollama=True): + """Run comprehensive spill characteristics analysis""" + + print("ENVIRONMENTAL JUSTICE SPILL CHARACTERISTICS ANALYSIS") + print("="*65) + + # Load data + df = pd.read_csv(csv_file) + print(f"Loaded {len(df)} spill records") + + # Check Ollama if requested + if use_ollama: + print("\nChecking Ollama connection...") + check_ollama_connection() + + # Prepare characteristics data + df_char = prepare_spill_characteristics(df) + + # Run analyses + severity_results = analyze_spill_severity_by_demographics(df_char) + impact_results = analyze_environmental_impact_patterns(df_char) + analyze_facility_and_cause_patterns(df_char) + + # Create visualizations + create_comprehensive_visualizations(df_char) + + # Generate report + if use_ollama: + report = generate_characteristics_report(severity_results) + else: + print("\nSkipping Ollama report generation...") + report = "Ollama report generation skipped by user" + + # Save results + results = { + 'severity_analysis': severity_results, + 'impact_analysis': impact_results, + 'interpretation': report, + 'data_summary': { + 'total_records': len(df_char), + 'major_spills': df_char['major_spill'].sum(), + 'total_volume': df_char['total_volume_bbls'].sum(), + 'historical_count': (df_char['Spill Type'] == 'Historical').sum(), + 'recent_count': (df_char['Spill Type'] == 'Recent').sum() + } + } + + with open('spill_characteristics_analysis.json', 'w') as f: + json.dump(results, f, indent=2, default=str) + + with open('spill_characteristics_report.txt', 'w') as f: + f.write(report) + + print(f"\nSpill characteristics analysis complete. Results saved to:") + print(f" - spill_characteristics_analysis.json") + print(f" - spill_characteristics_report.txt") + print(f" - spill_characteristics_analysis.png") + + return results + +if __name__ == "__main__": + # Run the spill characteristics analysis + results = run_spill_characteristics_analysis('data/spills_with_demographics.csv', use_ollama=True) \ No newline at end of file diff --git a/analysis/enviro_justice/spill_characteristics_analysis_summary.html b/analysis/enviro_justice/spill_characteristics_analysis_summary.html new file mode 100644 index 0000000..0587b62 --- /dev/null +++ b/analysis/enviro_justice/spill_characteristics_analysis_summary.html @@ -0,0 +1,1459 @@ + + + + + + + + + + + + + + +

Environmental Justice Analysis: Oil & Gas Spills in Colorado (2014-2024)

+

Executive Summary Table

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
MetricHigh-Poverty AreasLow-Poverty AreasRatio/DifferenceEnvironmental Justice Implication
SPILL DETECTION PATTERNS
Historical spill rate15.6%39.5%0.39xEJ Paradox: Fewer delayed discoveries in marginalized areas
Average reporting delay4.8 days11.2 days-6.4 daysFaster detection in high-poverty areas
SPILL SEVERITY
Average spill volume12.19 bbls6.72 bbls1.81x largerMarginalized communities face larger spills
Recent major spill rate (>5 bbls)41.9%38.2%1.10x higherHigher severity in high-poverty areas
Historical major spill rate9.6%9.6%EqualLegacy spills equally small
ENVIRONMENTAL CONTAMINATION
Soil contamination rate46.5%48.1%0.97xSimilar soil impact rates
Groundwater contamination1.9%7.1%0.27x lowerCounterintuitive: Less groundwater impact in poor areas
Surface water contamination0.9%0.4%2.25xSlightly higher surface water risk
FACILITY EXPOSURE
Tank batteries33.6%31.1%HigherMore storage facilities in poor areas
Wells17.9%15.2%HigherMore extraction sites near poor communities
Water gathering systems5.9%1.1%5.4x higherMuch higher waste handling exposure
TEMPORAL TRENDS
Historical rate 2014-201830.9% of all spills
Historical rate 2020-202439.9% of all spills+9% increaseWorsening delayed discovery trends
Recent major spills 2021+Dramatic decrease to ~0%Major operational improvement post-2021
+
+

Key Environmental Justice Findings

+

CONFIRMED ENVIRONMENTAL INJUSTICE

+
    +
  1. High-poverty communities face 81% larger spills when they occur
    2. +
  2. Higher concentration of hazardous facilities (tanks, wells, waste systems)
    3. +
  3. Geographic clustering of environmental burdens
    4. +
+

COMPLEX EXPOSURE PATTERNS

+
    +

  1. Different types of environmental harm:

    +
      +
    • High-poverty: Current operational impacts, larger immediate spills
      • +
    • Affluent areas: Legacy contamination, groundwater impacts from decommissioned facilities
      • +
    +
    2. +

  2. Proximity paradox:

    +
      +
    • Living closer to facilities → faster detection BUT larger exposure when spills occur
      • +
    • Historical spills represent legacy contamination discovered during decommissioning
      • +
    +
    3. +
+

TEMPORAL PATTERNS

+
    +
  1. 2014-2020: Intensive operations with 60%+ major spill rates
    2. +
  2. 2021-2022: Dramatic improvement (major spills dropped to ~0%)
    3. +
  3. Increasing delayed discoveries suggest more legacy contamination being found
    4. +
+
+

Statistical Significance

+ +

Sample Size: 16,890 spill incidents across Colorado (2014-2024)

+
+

Key Takeaways:

+

The Paradox Explained:

+ +

Clear Environmental Justice Evidence:

+ +

Different Types of Environmental Harm:

+ +

Policy Success Story:

+

The dramatic 2021 improvement shows effective interventions are possible - need to identify and scale what worked.

+

This analysis moves beyond simple "more pollution = environmental injustice" to show the complex patterns of environmental harm across communities. Both acute operational impacts AND legacy contamination represent environmental justice concerns requiring different policy responses.

+

The data provides strong evidence for targeted interventions, cumulative impact assessment, and community-specific environmental protection strategies.

+
+ + \ No newline at end of file diff --git a/analysis/enviro_justice/spill_characteristics_analysis_summary.md b/analysis/enviro_justice/spill_characteristics_analysis_summary.md new file mode 100644 index 0000000..524d892 --- /dev/null +++ b/analysis/enviro_justice/spill_characteristics_analysis_summary.md @@ -0,0 +1,92 @@ +# Environmental Justice Analysis: Oil & Gas Spills in Colorado (2014-2024) + +## Executive Summary Table + +| **Metric** | **High-Poverty Areas** | **Low-Poverty Areas** | **Ratio/Difference** | **Environmental Justice Implication** | +| --------------------------------- | ------------------------ | --------------------- | -------------------- | --------------------------------------------------------------- | +| **SPILL DETECTION PATTERNS** | | | | | +| Historical spill rate | 15.6% | 39.5% | 0.39x | **EJ Paradox**: Fewer delayed discoveries in marginalized areas | +| Average reporting delay | 4.8 days | 11.2 days | -6.4 days | **Faster detection** in high-poverty areas | +| **SPILL SEVERITY** | | | | | +| Average spill volume | **12.19 bbls** | 6.72 bbls | **1.81x larger** | **Marginalized communities face larger spills** | +| Recent major spill rate (>5 bbls) | **41.9%** | 38.2% | **1.10x higher** | **Higher severity** in high-poverty areas | +| Historical major spill rate | 9.6% | 9.6% | Equal | Legacy spills equally small | +| **ENVIRONMENTAL CONTAMINATION** | | | | | +| Soil contamination rate | 46.5% | 48.1% | 0.97x | Similar soil impact rates | +| Groundwater contamination | **1.9%** | 7.1% | **0.27x lower** | **Counterintuitive**: Less groundwater impact in poor areas | +| Surface water contamination | 0.9% | 0.4% | 2.25x | Slightly higher surface water risk | +| **FACILITY EXPOSURE** | | | | | +| Tank batteries | **33.6%** | 31.1% | **Higher** | **More storage facilities** in poor areas | +| Wells | **17.9%** | 15.2% | **Higher** | **More extraction sites** near poor communities | +| Water gathering systems | **5.9%** | 1.1% | **5.4x higher** | **Much higher waste handling** exposure | +| **TEMPORAL TRENDS** | | | | | +| Historical rate 2014-2018 | 30.9% of all spills | | | | +| Historical rate 2020-2024 | 39.9% of all spills | | **+9% increase** | **Worsening** delayed discovery trends | +| Recent major spills 2021+ | Dramatic decrease to ~0% | | | **Major operational improvement** post-2021 | + +--- + +## Key Environmental Justice Findings + +### **CONFIRMED ENVIRONMENTAL INJUSTICE** + +1. **High-poverty communities face 81% larger spills** when they occur +2. **Higher concentration of hazardous facilities** (tanks, wells, waste systems) +3. **Geographic clustering** of environmental burdens + +### **COMPLEX EXPOSURE PATTERNS** + +1. **Different types of environmental harm**: + + - **High-poverty**: Current operational impacts, larger immediate spills + - **Affluent areas**: Legacy contamination, groundwater impacts from decommissioned facilities + +2. **Proximity paradox**: + + - Living closer to facilities → faster detection BUT larger exposure when spills occur + - Historical spills represent legacy contamination discovered during decommissioning + +### **TEMPORAL PATTERNS** + +1. **2014-2020**: Intensive operations with 60%+ major spill rates +2. **2021-2022**: Dramatic improvement (major spills dropped to ~0%) +3. **Increasing delayed discoveries** suggest more legacy contamination being found + +--- + +## Statistical Significance + +- **Volume differences**: p < 0.000001 (highly significant) +- **Reporting delays**: p = 0.007 (significant) +- **Spatial clustering**: 259 clusters identified, Moran's I = 0.053 (p = 0.001) +- **Demographic disparities**: Chi-square p < 0.000001 for multiple metrics + +**Sample Size**: 16,890 spill incidents across Colorado (2014-2024) + +--- + +## **Key Takeaways:** + +### **The Paradox Explained:** + +- **High-poverty areas**: Live closer to facilities → faster detection + larger spills +- **Affluent areas**: Legacy contamination from older, decommissioned facilities + +### **Clear Environmental Justice Evidence:** + +- **81% larger spills** in marginalized communities +- **5.4x higher exposure** to waste handling facilities +- **Geographic clustering** of environmental burdens + +### **Different Types of Environmental Harm:** + +- **Acute exposure**: Immediate, larger spills (high-poverty) +- **Chronic exposure**: Groundwater contamination from legacy sites (affluent) + +### **Policy Success Story:** + +The **dramatic 2021 improvement** shows effective interventions are possible - need to identify and scale what worked. + +This analysis moves beyond simple "more pollution = environmental injustice" to show the **complex patterns of environmental harm** across communities. Both acute operational impacts AND legacy contamination represent environmental justice concerns requiring different policy responses. + +The data provides **strong evidence** for targeted interventions, cumulative impact assessment, and community-specific environmental protection strategies. diff --git a/data/.~lock.spills_with_demographics.csv# b/data/.~lock.spills_with_demographics.csv# deleted file mode 100644 index 60a1766..0000000 --- a/data/.~lock.spills_with_demographics.csv# +++ /dev/null @@ -1 +0,0 @@ -David Adams,dadams,thinkingdead,04.07.2025 23:33,file:///home/dadams/.config/libreoffice/4; \ No newline at end of file diff --git a/data/comprehensive_spill_analysis.json b/data/comprehensive_spill_analysis.json deleted file mode 100644 index 387dd49..0000000 --- a/data/comprehensive_spill_analysis.json +++ /dev/null @@ -1,73 +0,0 @@ -{ - "summary_statistics": { - "total_incidents": 16890, - "date_range": "1994-11-14 to 2024-06-15", - "counties_affected": 33, - "operators_involved": 296 - }, - "demographic_statistics": { - "total_spills": 16890, - "avg_median_income": 79281.58957963291, - "avg_poverty_rate": 10.344773143016967, - "avg_white_percentage": 83.5093530389343, - "avg_hispanic_percentage": 22.542174310346685, - "avg_unemployment": 2.652711938767639 - }, - "environmental_justice_analysis": { - "high_poverty_spills": 3497, - "high_poverty_avg_volume": 0.0, - "minority_community_spills": 1047, - "spills_by_income_quartile": { - "Q1(Lowest)": 5244, - "Q2": 3814, - "Q3": 4170, - "Q4(Highest)": 3662 - }, - "major_spills_by_poverty": { - "high_poverty_major": 1289, - "low_poverty_major": 3599 - } - }, - "root_cause_analysis": { - "cause_counts": { - "human_error": 684.0, - "equipment_failure": 2023.0, - "historical_unknown": 805.0, - "other": 175.0 - }, - "top_root_causes": { - "Historical impacts were discovered during flowline decommissioning activities.": 204, - "Historical impacts were discovered during tank battery decommissioning activities.": 187, - "Historical impacts were discovered during wellhead cut and cap activities.": 160, - "Historically impacted soils were discovered following cut and cap operations at the wellhead.": 61, - "Unknown": 60, - "Historical impacts were discovered following cut and cap operations at the wellhead.": 56, - "Historically impacted soils were discovered following facility decommissioning operations at the facility.": 34, - "Historical impacts were discovered during tank battery dismantlement.": 30, - "A root cause cannot be determined since this release is considered historical.": 27, - "Historical impacts were discovered following facility decommissioning operations at the facility.": 21 - } - }, - "demographic_patterns": { - "spills_by_income": { - "Low Income": 11888, - "Middle Income": 4255, - "High Income": 747 - }, - "spills_by_poverty": { - "Low Poverty": 9668, - "Moderate Poverty": 4181, - "High Poverty": 2882 - }, - "spills_by_race": { - "Majority White": 15839, - "Minority Community": 1051 - }, - "volume_by_demographics": { - "high_poverty_major_spills": 1289, - "minority_major_spills": 314 - } - }, - "llm_theme_analysis": " Title: Regulatory Summary for Equipment Maintenance, Operational Improvements, and Environmental Protection in Oil and Gas Operations\n\n1. Equipment Failure Patterns:\n - Gasket failures (Check valves, wellheads)\n - Ball valve failures (Wellheads, tanks)\n - Needle valve failures (Wellheads, tanks)\n - Frozen valves (Wellheads, tanks)\n - Transfer hose ruptures (Water haulers)\n\n2. Most Common Operational Issues:\n - Inadequate maintenance and inspection of equipment parts\n - Poor weather conditions affecting valve functionality\n - Human error during operation and maintenance activities\n - Lack of proper training for operators\n - Insufficient response time in detecting and addressing leaks or spills\n\n3. Environmental Risk Factors:\n - Contamination of soil and groundwater from spills or leaks\n - Impact on local ecosystems due to oil and water release\n - Potential harm to wildlife and other flora and fauna\n - Increased greenhouse gas emissions as a result of operational inefficiencies\n\n4. Human Factor Patterns:\n - Lack of awareness and adherence to safety protocols\n - Insufficient communication and coordination among team members\n - Inadequate supervision and oversight during critical tasks\n - Worker fatigue or distraction leading to errors\n - Limited access to proper tools, resources, and equipment for maintenance and repairs\n\n5. Recommendations for Prevention:\n - Implement regular equipment inspections and maintenance schedules\n - Train operators on proper operation, maintenance, and emergency response procedures\n - Ensure that equipment is winterized or protected against harsh weather conditions\n - Develop clear communication protocols among team members and with third parties\n - Provide adequate resources, tools, and safety equipment to workers for safe and efficient operations.", - "llm_environmental_justice": " Environmental Justice Assessment:\n\n1. Vulnerable Communities and Severe Incidents:\n From the provided data, it appears that there is a higher concentration of oil and gas facilities in the areas designated as \"minority communities\" or near historically impacted sites. This suggests that these communities may indeed face more severe incidents due to the proximity of these facilities. For example, the Small Eyed 14C-35HZ well and Carter Keith A UN 2 O SA production facility are located in areas designated as \"minority communities\" and have reported incidents. However, it is essential to note that this analysis is based on a small dataset and may not fully represent the broader picture. Further research would be necessary to confirm this trend and understand its underlying causes.\n\n2. Quality of Response and Remediation:\n The response time for reporting incidents seems generally prompt in most cases, with remedial actions such as soil sampling and cleanup following shortly after. However, it is not clear from the provided data whether the quality of these responses varies between majority and minority communities. It would be beneficial to investigate this further, perhaps by comparing incident response times and remediation outcomes across different community types.\n\n3. Policy Recommendations for Equitable Environmental Protection:\n To ensure equitable environmental protection for all communities, policy recommendations could include:\n\n a) Strengthening the enforcement of regulations governing oil and gas facilities in vulnerable communities to minimize potential incidents.\n\n b) Increasing community engagement and education on their rights, risks, and responsibilities related to oil and gas operations near their neighborhoods.\n\n c) Providing resources for independent environmental monitoring in these communities to facilitate early detection of incidents and improved response times.\n\n d) Prioritizing the development of green infrastructure and renewable energy projects in historically impacted areas as a means of transitioning away from fossil fuel reliance and reducing exposure to associated risks.\n\n e) Establishing funding mechanisms specifically designed to support environmental cleanup efforts in vulnerable communities affected by historical oil and gas operations.\n\n f) Implementing stricter penalties for companies found guilty of environmental violations, particularly those occurring in areas where vulnerable populations reside." -} \ No newline at end of file diff --git a/data/environmental_justice_analysis.png b/data/environmental_justice_analysis.png deleted file mode 100644 index 6f63c61..0000000 Binary files a/data/environmental_justice_analysis.png and /dev/null differ diff --git a/data/social_captial_index_county.csv b/data/social_captial_index_county.csv new file mode 100644 index 0000000..5e66bfa --- /dev/null +++ b/data/social_captial_index_county.csv @@ -0,0 +1,3145 @@ +,,,,,,,,,,,,,, +,,,,,,,Index,,,,Subindices,,, +FIPS Code,Alt FIPS Code,"County, State",State,State Abbreviation,County,"County, State Abbreviation",County-Level Index,Requiring all 4 Subindices,Excluding Collective Efficacy,,Family Unity,Community Health,Institutional Health,Collective Efficacy +01001,1001,"Autauga County, Alabama",Alabama,AL,Autauga,"Autauga County, AL",0.02,0.02,0.04,,0.56,-1.02,0.45,-0.10 +01003,1003,"Baldwin County, Alabama",Alabama,AL,Baldwin,"Baldwin County, AL",0.02,0.02,-0.09,,0.45,-0.98,0.26,0.15 +01005,1005,"Barbour County, Alabama",Alabama,AL,Barbour,"Barbour County, AL",-1.16,-1.16,-1.23,,-1.83,-0.55,-0.42,-0.43 +01007,1007,"Bibb County, Alabama",Alabama,AL,Bibb,"Bibb County, AL",-0.14,-0.14,-0.48,,0.42,-0.58,-0.89,0.51 +01009,1009,"Blount County, Alabama",Alabama,AL,Blount,"Blount County, AL",0.18,0.18,0.11,,0.67,-0.93,0.42,0.17 +01011,1011,"Bullock County, Alabama",Alabama,AL,Bullock,"Bullock County, AL",,,,,,-0.04,-0.93,-0.29 +01013,1013,"Butler County, Alabama",Alabama,AL,Butler,"Butler County, AL",,,,,,-0.17,-0.35,-1.44 +01015,1015,"Calhoun County, Alabama",Alabama,AL,Calhoun,"Calhoun County, AL",-0.98,-0.98,-0.46,,-0.25,-0.76,-0.08,-1.70 +01017,1017,"Chambers County, Alabama",Alabama,AL,Chambers,"Chambers County, AL",-1.27,-1.27,-0.90,,-1.38,-0.64,-0.07,-1.45 +01019,1019,"Cherokee County, Alabama",Alabama,AL,Cherokee,"Cherokee County, AL",-0.52,-0.52,-0.42,,0.73,-0.72,-0.90,-0.71 +01021,1021,"Chilton County, Alabama",Alabama,AL,Chilton,"Chilton County, AL",-0.43,-0.43,-0.33,,0.02,-0.88,0.05,-0.52 +01023,1023,"Choctaw County, Alabama",Alabama,AL,Choctaw,"Choctaw County, AL",0.17,0.17,-0.03,,-1.15,0.42,0.51,0.69 +01025,1025,"Clarke County, Alabama",Alabama,AL,Clarke,"Clarke County, AL",-0.28,-0.28,0.13,,-0.16,-0.03,0.37,-1.00 +01027,1027,"Clay County, Alabama",Alabama,AL,Clay,"Clay County, AL",-0.46,-0.46,-0.26,,-1.12,-0.04,0.44,-0.55 +01029,1029,"Cleburne County, Alabama",Alabama,AL,Cleburne,"Cleburne County, AL",0.61,0.61,0.47,,1.41,-0.33,-0.07,0.49 +01031,1031,"Coffee County, Alabama",Alabama,AL,Coffee,"Coffee County, AL",-0.72,-0.72,-0.74,,-0.68,-0.86,-0.16,-0.39 +01033,1033,"Colbert County, Alabama",Alabama,AL,Colbert,"Colbert County, AL",-0.57,-0.57,-0.24,,-0.08,-0.68,0.15,-1.05 +01035,1035,"Conecuh County, Alabama",Alabama,AL,Conecuh,"Conecuh County, AL",,,,,,-0.20,0.20,-1.66 +01037,1037,"Coosa County, Alabama",Alabama,AL,Coosa,"Coosa County, AL",-0.39,-0.39,-0.61,,-0.50,-0.31,-0.57,0.20 +01039,1039,"Covington County, Alabama",Alabama,AL,Covington,"Covington County, AL",,,,,,-0.43,-0.41,-0.14 +01041,1041,"Crenshaw County, Alabama",Alabama,AL,Crenshaw,"Crenshaw County, AL",-0.61,-0.61,-0.16,,-0.27,-0.18,0.03,-1.32 +01043,1043,"Cullman County, Alabama",Alabama,AL,Cullman,"Cullman County, AL",0.21,0.21,0.04,,0.50,-0.78,0.30,0.39 +01045,1045,"Dale County, Alabama",Alabama,AL,Dale,"Dale County, AL",-0.76,-0.76,-0.74,,0.06,-0.93,-0.77,-0.61 +01047,1047,"Dallas County, Alabama",Alabama,AL,Dallas,"Dallas County, AL",-2.35,-2.35,-1.54,,-3.70,-0.14,0.25,-2.73 +01049,1049,"DeKalb County, Alabama",Alabama,AL,DeKalb,"DeKalb County, AL",-0.55,-0.55,-0.54,,0.05,-0.88,-0.40,-0.44 +01051,1051,"Elmore County, Alabama",Alabama,AL,Elmore,"Elmore County, AL",-0.25,-0.25,-0.25,,-0.08,-0.97,0.38,-0.16 +01053,1053,"Escambia County, Alabama",Alabama,AL,Escambia,"Escambia County, AL",,,,,,-0.43,-0.39,-1.23 +01055,1055,"Etowah County, Alabama",Alabama,AL,Etowah,"Etowah County, AL",-1.01,-1.01,-0.55,,-0.63,-0.75,0.08,-1.54 +01057,1057,"Fayette County, Alabama",Alabama,AL,Fayette,"Fayette County, AL",0.70,0.70,0.71,,0.72,0.22,0.54,0.34 +01059,1059,"Franklin County, Alabama",Alabama,AL,Franklin,"Franklin County, AL",-0.59,-0.59,-0.52,,-0.32,-0.69,-0.20,-0.52 +01061,1061,"Geneva County, Alabama",Alabama,AL,Geneva,"Geneva County, AL",-0.67,-0.67,-0.60,,-0.86,-0.59,0.04,-0.50 +01063,1063,"Greene County, Alabama",Alabama,AL,Greene,"Greene County, AL",-2.56,-2.56,-1.54,,-3.66,-0.27,0.32,-3.31 +01065,1065,"Hale County, Alabama",Alabama,AL,Hale,"Hale County, AL",-0.49,-0.49,-0.65,,-2.01,0.00,0.40,0.27 +01067,1067,"Henry County, Alabama",Alabama,AL,Henry,"Henry County, AL",0.00,0.00,0.02,,0.79,-0.81,0.02,-0.17 +01069,1069,"Houston County, Alabama",Alabama,AL,Houston,"Houston County, AL",-1.02,-1.02,-0.92,,-1.22,-0.86,-0.04,-0.75 +01071,1071,"Jackson County, Alabama",Alabama,AL,Jackson,"Jackson County, AL",-0.46,-0.46,-0.35,,0.17,-0.79,-0.21,-0.60 +01073,1073,"Jefferson County, Alabama",Alabama,AL,Jefferson,"Jefferson County, AL",-1.48,-1.48,-0.50,,-1.10,-0.56,0.43,-2.85 +01075,1075,"Lamar County, Alabama",Alabama,AL,Lamar,"Lamar County, AL",0.73,0.73,0.73,,0.49,0.21,0.80,0.43 +01077,1077,"Lauderdale County, Alabama",Alabama,AL,Lauderdale,"Lauderdale County, AL",0.14,0.14,0.22,,0.21,0.39,-0.16,-0.12 +01079,1079,"Lawrence County, Alabama",Alabama,AL,Lawrence,"Lawrence County, AL",-0.03,-0.03,-0.04,,0.71,-1.01,0.14,-0.10 +01081,1081,"Lee County, Alabama",Alabama,AL,Lee,"Lee County, AL",-0.62,-0.62,-0.75,,-0.18,-1.10,-0.42,-0.15 +01083,1083,"Limestone County, Alabama",Alabama,AL,Limestone,"Limestone County, AL",-0.01,-0.01,-0.29,,0.19,-1.11,0.19,0.53 +01085,1085,"Lowndes County, Alabama",Alabama,AL,Lowndes,"Lowndes County, AL",-1.50,-1.50,-0.85,,-3.18,-0.09,1.14,-1.89 +01087,1087,"Macon County, Alabama",Alabama,AL,Macon,"Macon County, AL",-2.08,-2.08,-1.31,,-3.29,0.12,0.11,-2.54 +01089,1089,"Madison County, Alabama",Alabama,AL,Madison,"Madison County, AL",-0.79,-0.79,-0.20,,-0.02,-0.96,0.43,-1.75 +01091,1091,"Marengo County, Alabama",Alabama,AL,Marengo,"Marengo County, AL",-1.26,-1.26,-0.88,,-2.83,-0.11,0.78,-1.22 +01093,1093,"Marion County, Alabama",Alabama,AL,Marion,"Marion County, AL",-0.20,-0.20,-0.18,,0.19,-0.53,-0.10,-0.23 +01095,1095,"Marshall County, Alabama",Alabama,AL,Marshall,"Marshall County, AL",-0.34,-0.34,-0.54,,-0.14,-0.90,-0.20,0.17 +01097,1097,"Mobile County, Alabama",Alabama,AL,Mobile,"Mobile County, AL",-1.19,-1.19,-0.76,,-1.00,-0.78,0.01,-1.57 +01099,1099,"Monroe County, Alabama",Alabama,AL,Monroe,"Monroe County, AL",-1.16,-1.16,-0.84,,-1.47,-0.34,-0.13,-1.25 +01101,1101,"Montgomery County, Alabama",Alabama,AL,Montgomery,"Montgomery County, AL",-1.03,-1.03,-0.84,,-1.76,-0.45,0.22,-0.84 +01103,1103,"Morgan County, Alabama",Alabama,AL,Morgan,"Morgan County, AL",0.03,0.03,-0.13,,0.37,-0.86,0.14,0.28 +01105,1105,"Perry County, Alabama",Alabama,AL,Perry,"Perry County, AL",-2.35,-2.35,-2.25,,-4.93,-0.38,0.12,-1.13 +01107,1107,"Pickens County, Alabama",Alabama,AL,Pickens,"Pickens County, AL",-0.55,-0.55,-0.70,,-1.43,-0.06,-0.16,0.13 +01109,1109,"Pike County, Alabama",Alabama,AL,Pike,"Pike County, AL",-1.23,-1.23,-1.06,,-1.30,-0.50,-0.59,-1.05 +01111,1111,"Randolph County, Alabama",Alabama,AL,Randolph,"Randolph County, AL",-0.13,-0.13,-0.29,,-0.63,-0.23,0.12,0.32 +01113,1113,"Russell County, Alabama",Alabama,AL,Russell,"Russell County, AL",-1.46,-1.46,-1.38,,-1.27,-0.96,-0.85,-1.01 +01115,1115,"St. Clair County, Alabama",Alabama,AL,St. Clair,"St. Clair County, AL",0.18,0.18,-0.02,,1.09,-1.12,-0.04,0.36 +01117,1117,"Shelby County, Alabama",Alabama,AL,Shelby,"Shelby County, AL",0.55,0.55,0.48,,1.29,-1.14,0.80,0.34 +01119,1119,"Sumter County, Alabama",Alabama,AL,Sumter,"Sumter County, AL",-1.56,-1.56,-1.27,,-3.03,0.36,-0.26,-1.25 +01121,1121,"Talladega County, Alabama",Alabama,AL,Talladega,"Talladega County, AL",-0.92,-0.92,-0.86,,-0.98,-0.83,-0.17,-0.64 +01123,1123,"Tallapoosa County, Alabama",Alabama,AL,Tallapoosa,"Tallapoosa County, AL",-1.02,-1.02,-0.70,,-1.17,-0.53,0.05,-1.20 +01125,1125,"Tuscaloosa County, Alabama",Alabama,AL,Tuscaloosa,"Tuscaloosa County, AL",-0.86,-0.86,-0.70,,-0.53,-0.89,-0.19,-0.88 +01127,1127,"Walker County, Alabama",Alabama,AL,Walker,"Walker County, AL",-0.81,-0.81,-0.59,,-0.87,-0.57,0.03,-0.88 +01129,1129,"Washington County, Alabama",Alabama,AL,Washington,"Washington County, AL",-0.29,-0.29,-0.30,,-0.72,-0.10,0.07,-0.10 +01131,1131,"Wilcox County, Alabama",Alabama,AL,Wilcox,"Wilcox County, AL",-1.08,-1.08,-0.82,,-2.70,0.48,0.25,-0.89 +01133,1133,"Winston County, Alabama",Alabama,AL,Winston,"Winston County, AL",-0.37,-0.37,-0.53,,0.13,-0.66,-0.64,0.01 +02013,2013,"Aleutians East Borough, Alaska",Alaska,AK,Aleutians East,"Aleutians East Borough, AK",-0.57,,-0.57,,-1.15,0.22,-0.39, +02016,2016,"Aleutians West Census Area, Alaska",Alaska,AK,Aleutians West,"Aleutians West Census Area, AK",-0.01,-0.01,0.09,,-0.08,0.58,-0.32,-0.24 +02020,2020,"Anchorage Municipality, Alaska",Alaska,AK,Anchorage,"Anchorage Borough, AK",-0.55,-0.55,0.74,,0.31,0.73,0.50,-3.05 +02050,2050,"Bethel Census Area, Alaska",Alaska,AK,Bethel,"Bethel Census Area, AK",-0.24,,-0.24,,-0.82,0.53,-0.29, +02060,2060,"Bristol Bay Borough, Alaska",Alaska,AK,Bristol Bay,"Bristol Bay Borough, AK",,,,,-1.24,3.60,,0.92 +02068,2068,"Denali Borough, Alaska",Alaska,AK,Denali,"Denali Borough, AK",1.20,,1.20,,1.23,2.16,-0.68, +02070,2070,"Dillingham Census Area, Alaska",Alaska,AK,Dillingham,"Dillingham Census Area, AK",-2.80,-2.80,0.42,,-0.43,1.57,-0.26,-8.42 +02090,2090,"Fairbanks North Star Borough, Alaska",Alaska,AK,Fairbanks North Star,"Fairbanks North Star Borough, AK",0.83,,0.83,,0.88,0.69,0.20, +02100,2100,"Haines Borough, Alaska",Alaska,AK,Haines,"Haines Borough, AK",2.08,2.08,2.53,,1.63,4.37,-0.39,0.27 +02105,2105,"Hoonah-Angoon Census Area, Alaska",Alaska,AK,Hoonah-Angoon,"Hoonah-Angoon Census Area, AK",0.36,,0.36,,-1.37,2.74,-0.62, +02110,2110,"Juneau City and Borough, Alaska",Alaska,AK,Juneau,"Juneau Borough, AK",0.47,0.47,1.12,,0.21,1.60,0.56,-1.03 +02122,2122,"Kenai Peninsula Borough, Alaska",Alaska,AK,Kenai Peninsula,"Kenai Peninsula Borough, AK",0.65,,0.65,,0.50,1.10,-0.19, +02130,2130,"Ketchikan Gateway Borough, Alaska",Alaska,AK,Ketchikan Gateway,"Ketchikan Gateway Borough, AK",0.28,0.28,0.69,,-0.35,1.38,0.40,-0.61 +02150,2150,"Kodiak Island Borough, Alaska",Alaska,AK,Kodiak Island,"Kodiak Island Borough, AK",1.14,,1.14,,0.63,1.34,0.46, +02158,2158,"Kusilvak Census Area, Alaska",Alaska,AK,Kusilvak,"Kusilvak Census Area, AK",-0.51,-0.51,-1.18,,-1.86,0.41,-1.18,1.22 +02164,2164,"Lake and Peninsula Borough, Alaska",Alaska,AK,Lake and Peninsula,"Lake and Peninsula Borough, AK",,,,,-1.98,2.00,, +02170,2170,"Matanuska-Susitna Borough, Alaska",Alaska,AK,Matanuska-Susitna,"Matanuska-Susitna Borough, AK",0.41,,0.41,,0.67,0.36,-0.16, +02180,2180,"Nome Census Area, Alaska",Alaska,AK,Nome,"Nome Census Area, AK",-0.29,,-0.29,,-1.37,0.91,-0.26, +02185,2185,"North Slope Borough, Alaska",Alaska,AK,North Slope,"North Slope Borough, AK",-1.46,-1.46,-0.58,,-0.78,0.19,-0.72,-2.71 +02188,2188,"Northwest Arctic Borough, Alaska",Alaska,AK,Northwest Arctic,"Northwest Arctic Borough, AK",-0.50,,-0.50,,-1.47,0.54,-0.26, +02195,2195,"Petersburg Borough, Alaska",Alaska,AK,Petersburg,"Petersburg Borough, AK",,,,,-0.22,0.52,, +02198,2198,"Prince of Wales-Hyder Census Area, Alaska",Alaska,AK,Prince of Wales-Hyder,"Prince of Wales-Hyder Census Area, AK",,,,,-1.34,1.57,, +02220,2220,"Sitka City and Borough, Alaska",Alaska,AK,Sitka,"Sitka Borough, AK",1.17,1.17,1.15,,0.29,2.01,0.17,0.79 +02230,2230,"Skagway Municipality, Alaska",Alaska,AK,Skagway,"Skagway Municpality, AK",1.53,,1.53,,-0.32,4.25,-0.55, +02240,2240,"Southeast Fairbanks Census Area, Alaska",Alaska,AK,Southeast Fairbanks,"Southeast Fairbanks Census Area, AK",0.51,,0.51,,0.52,1.84,-1.17, +02261,2261,"Valdez-Cordova Census Area, Alaska",Alaska,AK,Valdez-Cordova,"Valdez-Cordova Census Area, AK",1.45,1.45,2.13,,1.68,3.05,-0.03,-0.63 +02275,2275,"Wrangell City and Borough, Alaska",Alaska,AK,Wrangell,"Wrangell City and Borough, AK",,,,,-1.64,,, +02282,2282,"Yakutat City and Borough, Alaska",Alaska,AK,Yakutat,"Yakutat Borough, AK",,,,,,2.44,-0.52, +02290,2290,"Yukon-Koyukuk Census Area, Alaska",Alaska,AK,Yukon-Koyukuk,"Yukon-Koyukuk Census Area, AK",,,,,-1.55,1.87,, +04001,4001,"Apache County, Arizona",Arizona,AZ,Apache,"Apache County, AZ",-1.76,-1.76,-2.60,,-2.01,-1.14,-2.49,0.67 +04003,4003,"Cochise County, Arizona",Arizona,AZ,Cochise,"Cochise County, AZ",-1.28,-1.28,-1.18,,-0.19,-0.81,-1.54,-1.14 +04005,4005,"Coconino County, Arizona",Arizona,AZ,Coconino,"Coconino County, AZ",-1.25,-1.25,-1.45,,-0.41,-0.88,-1.83,-0.47 +04007,4007,"Gila County, Arizona",Arizona,AZ,Gila,"Gila County, AZ",-1.59,-1.59,-1.81,,-1.25,-0.72,-1.96,-0.53 +04009,4009,"Graham County, Arizona",Arizona,AZ,Graham,"Graham County, AZ",-1.54,-1.54,-1.62,,-0.25,-1.01,-2.20,-0.96 +04011,4011,"Greenlee County, Arizona",Arizona,AZ,Greenlee,"Greenlee County, AZ",-1.96,-1.96,-1.72,,-0.16,-0.94,-2.53,-1.91 +04012,4012,"La Paz County, Arizona",Arizona,AZ,La Paz,"La Paz County, AZ",-1.92,-1.92,-2.31,,-0.61,-0.82,-3.44,-0.58 +04013,4013,"Maricopa County, Arizona",Arizona,AZ,Maricopa,"Maricopa County, AZ",-1.29,-1.29,-1.34,,-0.20,-1.36,-1.35,-0.81 +04015,4015,"Mohave County, Arizona",Arizona,AZ,Mohave,"Mohave County, AZ",-1.59,-1.59,-2.22,,-1.16,-1.34,-2.29,0.25 +04017,4017,"Navajo County, Arizona",Arizona,AZ,Navajo,"Navajo County, AZ",-1.91,-1.91,-2.27,,-1.37,-1.00,-2.53,-0.49 +04019,4019,"Pima County, Arizona",Arizona,AZ,Pima,"Pima County, AZ",-1.47,-1.47,-1.44,,-0.60,-1.21,-1.33,-1.06 +04021,4021,"Pinal County, Arizona",Arizona,AZ,Pinal,"Pinal County, AZ",-1.26,-1.26,-1.84,,0.06,-1.57,-2.40,0.21 +04023,4023,"Santa Cruz County, Arizona",Arizona,AZ,Santa Cruz,"Santa Cruz County, AZ",-0.69,-0.69,-1.29,,-0.25,-1.08,-1.45,0.70 +04025,4025,"Yavapai County, Arizona",Arizona,AZ,Yavapai,"Yavapai County, AZ",-0.70,-0.70,-0.86,,0.13,-0.85,-1.13,-0.23 +04027,4027,"Yuma County, Arizona",Arizona,AZ,Yuma,"Yuma County, AZ",-1.39,-1.39,-1.60,,0.28,-1.51,-2.17,-0.67 +05001,5001,"Arkansas County, Arkansas",Arkansas,AR,Arkansas,"Arkansas County, AR",-1.20,-1.20,-0.94,,-0.98,-0.09,-1.01,-1.26 +05003,5003,"Ashley County, Arkansas",Arkansas,AR,Ashley,"Ashley County, AR",0.00,0.00,0.03,,0.79,-0.11,-0.61,-0.21 +05005,5005,"Baxter County, Arkansas",Arkansas,AR,Baxter,"Baxter County, AR",0.13,0.13,-0.14,,-0.03,-0.60,0.23,0.63 +05007,5007,"Benton County, Arkansas",Arkansas,AR,Benton,"Benton County, AR",0.12,0.12,0.06,,1.22,-1.20,0.08,0.01 +05009,5009,"Boone County, Arkansas",Arkansas,AR,Boone,"Boone County, AR",-0.19,-0.19,0.04,,0.37,-0.41,0.06,-0.65 +05011,5011,"Bradley County, Arkansas",Arkansas,AR,Bradley,"Bradley County, AR",-1.13,-1.13,-1.39,,-1.78,-0.05,-1.25,-0.04 +05013,5013,"Calhoun County, Arkansas",Arkansas,AR,Calhoun,"Calhoun County, AR",-0.81,-0.81,-1.19,,-1.35,-0.31,-0.98,0.34 +05015,5015,"Carroll County, Arkansas",Arkansas,AR,Carroll,"Carroll County, AR",-0.16,-0.16,-0.26,,0.45,-0.63,-0.42,0.01 +05017,5017,"Chicot County, Arkansas",Arkansas,AR,Chicot,"Chicot County, AR",-1.29,-1.29,-1.09,,-1.43,-0.38,-0.65,-1.13 +05019,5019,"Clark County, Arkansas",Arkansas,AR,Clark,"Clark County, AR",-0.54,-0.54,-0.55,,-0.60,0.03,-0.65,-0.31 +05021,5021,"Clay County, Arkansas",Arkansas,AR,Clay,"Clay County, AR",-0.52,-0.52,-0.85,,-0.64,-0.59,-0.67,0.37 +05023,5023,"Cleburne County, Arkansas",Arkansas,AR,Cleburne,"Cleburne County, AR",-0.02,-0.02,-0.07,,0.46,-0.69,0.03,-0.01 +05025,5025,"Cleveland County, Arkansas",Arkansas,AR,Cleveland,"Cleveland County, AR",-0.16,-0.16,-0.66,,-0.94,-0.23,-0.35,1.01 +05027,5027,"Columbia County, Arkansas",Arkansas,AR,Columbia,"Columbia County, AR",-0.98,-0.98,-1.26,,-0.43,-0.39,-1.88,-0.13 +05029,5029,"Conway County, Arkansas",Arkansas,AR,Conway,"Conway County, AR",-0.35,-0.35,-0.48,,-0.32,-0.38,-0.39,0.05 +05031,5031,"Craighead County, Arkansas",Arkansas,AR,Craighead,"Craighead County, AR",-1.01,-1.01,-1.01,,-0.61,-1.10,-0.55,-0.66 +05033,5033,"Crawford County, Arkansas",Arkansas,AR,Crawford,"Crawford County, AR",-0.61,-0.61,-0.64,,0.14,-1.01,-0.56,-0.41 +05035,5035,"Crittenden County, Arkansas",Arkansas,AR,Crittenden,"Crittenden County, AR",-3.55,-3.55,-1.80,,-2.06,-1.17,-0.79,-5.74 +05037,5037,"Cross County, Arkansas",Arkansas,AR,Cross,"Cross County, AR",-0.72,-0.72,-0.28,,0.03,-0.51,-0.19,-1.42 +05039,5039,"Dallas County, Arkansas",Arkansas,AR,Dallas,"Dallas County, AR",-0.63,-0.63,-0.37,,0.02,0.08,-0.91,-1.00 +05041,5041,"Desha County, Arkansas",Arkansas,AR,Desha,"Desha County, AR",-1.89,-1.89,-1.32,,-2.28,0.21,-0.88,-2.19 +05043,5043,"Drew County, Arkansas",Arkansas,AR,Drew,"Drew County, AR",-1.00,-1.00,-0.93,,-0.76,-0.13,-1.14,-0.78 +05045,5045,"Faulkner County, Arkansas",Arkansas,AR,Faulkner,"Faulkner County, AR",-0.42,-0.42,-0.44,,0.49,-1.20,-0.29,-0.36 +05047,5047,"Franklin County, Arkansas",Arkansas,AR,Franklin,"Franklin County, AR",-0.31,-0.31,-0.28,,0.90,-0.84,-0.67,-0.44 +05049,5049,"Fulton County, Arkansas",Arkansas,AR,Fulton,"Fulton County, AR",-0.23,-0.23,-0.51,,0.15,-0.43,-0.83,0.33 +05051,5051,"Garland County, Arkansas",Arkansas,AR,Garland,"Garland County, AR",-0.93,-0.93,-0.61,,-0.59,-0.79,-0.05,-1.20 +05053,5053,"Grant County, Arkansas",Arkansas,AR,Grant,"Grant County, AR",-0.21,-0.21,-0.38,,0.38,-0.72,-0.52,0.12 +05055,5055,"Greene County, Arkansas",Arkansas,AR,Greene,"Greene County, AR",-0.59,-0.59,-0.65,,0.20,-1.04,-0.60,-0.35 +05057,5057,"Hempstead County, Arkansas",Arkansas,AR,Hempstead,"Hempstead County, AR",-1.67,-1.67,-1.23,,-1.05,-0.77,-0.90,-1.93 +05059,5059,"Hot Spring County, Arkansas",Arkansas,AR,Hot Spring,"Hot Spring County, AR",-0.61,-0.61,-1.16,,-0.07,-0.84,-1.58,0.64 +05061,5061,"Howard County, Arkansas",Arkansas,AR,Howard,"Howard County, AR",-0.75,-0.75,-1.08,,-1.41,-0.21,-0.80,0.31 +05063,5063,"Independence County, Arkansas",Arkansas,AR,Independence,"Independence County, AR",-1.03,-1.03,-0.68,,-0.44,-0.49,-0.59,-1.39 +05065,5065,"Izard County, Arkansas",Arkansas,AR,Izard,"Izard County, AR",0.16,0.16,-0.04,,0.87,-0.08,-0.84,0.33 +05067,5067,"Jackson County, Arkansas",Arkansas,AR,Jackson,"Jackson County, AR",-1.55,-1.55,-1.36,,-1.84,-0.31,-0.89,-1.23 +05069,5069,"Jefferson County, Arkansas",Arkansas,AR,Jefferson,"Jefferson County, AR",-2.31,-2.31,-1.35,,-1.98,-0.54,-0.54,-3.29 +05071,5071,"Johnson County, Arkansas",Arkansas,AR,Johnson,"Johnson County, AR",-0.15,-0.15,-0.43,,0.93,-0.95,-0.89,0.27 +05073,5073,"Lafayette County, Arkansas",Arkansas,AR,Lafayette,"Lafayette County, AR",-1.47,-1.47,-1.85,,-2.65,-0.74,-0.78,0.11 +05075,5075,"Lawrence County, Arkansas",Arkansas,AR,Lawrence,"Lawrence County, AR",-0.04,-0.04,-0.37,,0.44,-0.33,-0.90,0.54 +05077,5077,"Lee County, Arkansas",Arkansas,AR,Lee,"Lee County, AR",-1.15,-1.15,-1.69,,-1.50,-0.69,-1.52,0.47 +05079,5079,"Lincoln County, Arkansas",Arkansas,AR,Lincoln,"Lincoln County, AR",-0.67,-0.67,-1.25,,0.21,-0.99,-1.88,0.63 +05081,5081,"Little River County, Arkansas",Arkansas,AR,Little River,"Little River County, AR",-0.29,-0.29,-0.42,,0.02,-0.36,-0.60,0.03 +05083,5083,"Logan County, Arkansas",Arkansas,AR,Logan,"Logan County, AR",-0.22,-0.22,-0.35,,0.23,-0.16,-0.82,0.02 +05085,5085,"Lonoke County, Arkansas",Arkansas,AR,Lonoke,"Lonoke County, AR",-0.33,-0.33,-0.35,,0.90,-1.24,-0.44,-0.33 +05087,5087,"Madison County, Arkansas",Arkansas,AR,Madison,"Madison County, AR",0.24,0.24,0.28,,1.58,-0.71,-0.25,-0.17 +05089,5089,"Marion County, Arkansas",Arkansas,AR,Marion,"Marion County, AR",-0.82,-0.82,-0.85,,-0.72,-0.65,-0.55,-0.44 +05091,5091,"Miller County, Arkansas",Arkansas,AR,Miller,"Miller County, AR",-1.83,-1.83,-1.07,,-0.69,-1.16,-0.55,-2.74 +05093,5093,"Mississippi County, Arkansas",Arkansas,AR,Mississippi,"Mississippi County, AR",-2.60,-2.60,-1.77,,-2.13,-0.81,-1.01,-3.21 +05095,5095,"Monroe County, Arkansas",Arkansas,AR,Monroe,"Monroe County, AR",-1.31,-1.31,-1.51,,-2.89,0.14,-0.66,-0.12 +05097,5097,"Montgomery County, Arkansas",Arkansas,AR,Montgomery,"Montgomery County, AR",-0.03,-0.03,-0.44,,0.57,-0.44,-1.06,0.68 +05099,5099,"Nevada County, Arkansas",Arkansas,AR,Nevada,"Nevada County, AR",-0.39,-0.39,-0.64,,-0.02,-0.42,-0.95,0.18 +05101,5101,"Newton County, Arkansas",Arkansas,AR,Newton,"Newton County, AR",-0.01,-0.01,0.00,,0.56,-0.19,-0.39,-0.15 +05103,5103,"Ouachita County, Arkansas",Arkansas,AR,Ouachita,"Ouachita County, AR",-0.90,-0.90,-0.77,,-1.24,0.01,-0.53,-0.75 +05105,5105,"Perry County, Arkansas",Arkansas,AR,Perry,"Perry County, AR",-0.54,-0.54,-0.41,,0.84,-1.09,-0.64,-0.78 +05107,5107,"Phillips County, Arkansas",Arkansas,AR,Phillips,"Phillips County, AR",-3.68,-3.68,-2.18,,-3.38,-0.55,-0.95,-5.15 +05109,5109,"Pike County, Arkansas",Arkansas,AR,Pike,"Pike County, AR",0.12,0.12,-0.19,,0.74,-0.20,-0.93,0.56 +05111,5111,"Poinsett County, Arkansas",Arkansas,AR,Poinsett,"Poinsett County, AR",-1.45,-1.45,-1.53,,-1.81,-0.64,-0.97,-0.61 +05113,5113,"Polk County, Arkansas",Arkansas,AR,Polk,"Polk County, AR",-0.23,-0.23,-0.30,,0.07,-0.29,-0.47,-0.06 +05115,5115,"Pope County, Arkansas",Arkansas,AR,Pope,"Pope County, AR",-0.41,-0.41,-0.51,,0.13,-0.79,-0.49,-0.12 +05117,5117,"Prairie County, Arkansas",Arkansas,AR,Prairie,"Prairie County, AR",-0.51,-0.51,-0.96,,-0.73,-0.51,-0.88,0.62 +05119,5119,"Pulaski County, Arkansas",Arkansas,AR,Pulaski,"Pulaski County, AR",-2.00,-2.00,-0.70,,-1.10,-0.56,0.03,-3.88 +05121,5121,"Randolph County, Arkansas",Arkansas,AR,Randolph,"Randolph County, AR",-0.62,-0.62,-1.07,,-0.57,-0.54,-1.22,0.51 +05123,5123,"St. Francis County, Arkansas",Arkansas,AR,St. Francis,"St. Francis County, AR",-2.12,-2.12,-1.96,,-2.05,-0.88,-1.39,-1.55 +05125,5125,"Saline County, Arkansas",Arkansas,AR,Saline,"Saline County, AR",-0.22,-0.22,-0.14,,0.59,-1.27,0.29,-0.41 +05127,5127,"Scott County, Arkansas",Arkansas,AR,Scott,"Scott County, AR",-0.53,-0.53,-0.70,,-0.24,-0.13,-1.16,-0.04 +05129,5129,"Searcy County, Arkansas",Arkansas,AR,Searcy,"Searcy County, AR",0.87,0.87,0.82,,1.97,0.19,-0.33,0.41 +05131,5131,"Sebastian County, Arkansas",Arkansas,AR,Sebastian,"Sebastian County, AR",-1.16,-1.16,-0.66,,-0.21,-0.97,-0.32,-1.80 +05133,5133,"Sevier County, Arkansas",Arkansas,AR,Sevier,"Sevier County, AR",-0.43,-0.43,-0.81,,0.04,-0.78,-1.03,0.42 +05135,5135,"Sharp County, Arkansas",Arkansas,AR,Sharp,"Sharp County, AR",0.29,0.29,-0.08,,0.14,0.00,-0.35,0.91 +05137,5137,"Stone County, Arkansas",Arkansas,AR,Stone,"Stone County, AR",-0.07,-0.07,-0.16,,0.33,-0.32,-0.39,0.07 +05139,5139,"Union County, Arkansas",Arkansas,AR,Union,"Union County, AR",-0.88,-0.88,-0.30,,-0.61,-0.18,0.04,-1.71 +05141,5141,"Van Buren County, Arkansas",Arkansas,AR,Van Buren,"Van Buren County, AR",-0.45,-0.45,-0.56,,-0.18,-0.33,-0.74,-0.10 +05143,5143,"Washington County, Arkansas",Arkansas,AR,Washington,"Washington County, AR",-0.40,-0.40,-0.13,,0.83,-1.04,-0.12,-0.97 +05145,5145,"White County, Arkansas",Arkansas,AR,White,"White County, AR",-0.30,-0.30,-0.55,,0.39,-0.86,-0.73,0.19 +05147,5147,"Woodruff County, Arkansas",Arkansas,AR,Woodruff,"Woodruff County, AR",-0.63,-0.63,-1.06,,-1.20,-0.30,-0.85,0.56 +05149,5149,"Yell County, Arkansas",Arkansas,AR,Yell,"Yell County, AR",-0.83,-0.83,-1.00,,-0.38,-0.55,-1.24,-0.22 +06001,6001,"Alameda County, California",California,CA,Alameda,"Alameda County, CA",-0.99,-0.99,-0.17,,0.62,-0.80,-0.24,-2.45 +06003,6003,"Alpine County, California",California,CA,Alpine,"Alpine County, CA",-0.90,-0.90,-0.48,,-0.44,0.72,-1.30,-1.47 +06005,6005,"Amador County, California",California,CA,Amador,"Amador County, CA",-0.17,-0.17,-0.19,,0.58,-0.61,-0.41,-0.17 +06007,6007,"Butte County, California",California,CA,Butte,"Butte County, CA",-0.57,-0.57,-0.65,,0.03,-0.82,-0.65,-0.27 +06009,6009,"Calaveras County, California",California,CA,Calaveras,"Calaveras County, CA",-0.08,-0.08,-0.14,,0.53,-0.31,-0.53,-0.05 +06011,6011,"Colusa County, California",California,CA,Colusa,"Colusa County, CA",-0.07,-0.07,-0.29,,0.85,-0.63,-0.83,0.24 +06013,6013,"Contra Costa County, California",California,CA,Contra Costa,"Contra Costa County, CA",-0.26,-0.26,-0.10,,0.78,-1.00,-0.05,-0.62 +06015,6015,"Del Norte County, California",California,CA,Del Norte,"Del Norte County, CA",-1.48,-1.48,-1.11,,-0.65,-0.66,-1.12,-1.74 +06017,6017,"El Dorado County, California",California,CA,El Dorado,"El Dorado County, CA",0.02,0.02,-0.08,,0.77,-0.89,-0.10,0.09 +06019,6019,"Fresno County, California",California,CA,Fresno,"Fresno County, CA",-1.47,-1.47,-1.28,,-0.66,-1.15,-1.01,-1.35 +06021,6021,"Glenn County, California",California,CA,Glenn,"Glenn County, CA",-0.41,-0.41,-0.17,,0.63,-0.57,-0.44,-0.90 +06023,6023,"Humboldt County, California",California,CA,Humboldt,"Humboldt County, CA",-0.77,-0.77,-0.78,,-0.68,-0.33,-0.73,-0.45 +06025,6025,"Imperial County, California",California,CA,Imperial,"Imperial County, CA",-1.22,-1.22,-1.47,,-0.46,-1.28,-1.46,-0.34 +06027,6027,"Inyo County, California",California,CA,Inyo,"Inyo County, CA",-0.56,-0.56,-0.14,,-0.53,0.31,-0.15,-1.18 +06029,6029,"Kern County, California",California,CA,Kern,"Kern County, CA",-1.47,-1.47,-1.19,,-0.24,-1.22,-1.14,-1.60 +06031,6031,"Kings County, California",California,CA,Kings,"Kings County, CA",-1.61,-1.61,-1.58,,-0.33,-1.26,-1.82,-1.20 +06033,6033,"Lake County, California",California,CA,Lake,"Lake County, CA",-1.60,-1.60,-1.36,,-0.95,-0.76,-1.28,-1.52 +06035,6035,"Lassen County, California",California,CA,Lassen,"Lassen County, CA",-1.02,-1.02,-1.00,,0.03,-0.59,-1.57,-0.80 +06037,6037,"Los Angeles County, California",California,CA,Los Angeles,"Los Angeles County, CA",-1.05,-1.05,-0.94,,-0.35,-1.08,-0.67,-0.92 +06039,6039,"Madera County, California",California,CA,Madera,"Madera County, CA",-1.64,-1.64,-1.24,,-0.50,-1.15,-1.07,-1.92 +06041,6041,"Marin County, California",California,CA,Marin,"Marin County, CA",0.77,0.77,0.81,,0.95,-0.03,0.77,0.31 +06043,6043,"Mariposa County, California",California,CA,Mariposa,"Mariposa County, CA",-0.47,-0.47,-0.22,,0.11,-0.04,-0.55,-0.90 +06045,6045,"Mendocino County, California",California,CA,Mendocino,"Mendocino County, CA",-0.88,-0.88,-0.47,,-0.69,-0.09,-0.30,-1.36 +06047,6047,"Merced County, California",California,CA,Merced,"Merced County, CA",-1.70,-1.70,-1.33,,-0.59,-1.21,-1.12,-1.91 +06049,6049,"Modoc County, California",California,CA,Modoc,"Modoc County, CA",-0.90,-0.90,-0.18,,0.52,0.05,-0.94,-2.20 +06051,6051,"Mono County, California",California,CA,Mono,"Mono County, CA",,,,,,-0.18,-2.00,-0.04 +06053,6053,"Monterey County, California",California,CA,Monterey,"Monterey County, CA",-0.86,-0.86,-0.71,,-0.01,-0.95,-0.63,-0.93 +06055,6055,"Napa County, California",California,CA,Napa,"Napa County, CA",-0.06,-0.06,0.10,,0.82,-0.60,-0.03,-0.49 +06057,6057,"Nevada County, California",California,CA,Nevada,"Nevada County, CA",0.00,0.00,0.17,,0.51,-0.31,0.11,-0.45 +06059,6059,"Orange County, California",California,CA,Orange,"Orange County, CA",-0.08,-0.08,-0.28,,0.76,-1.08,-0.31,0.21 +06061,6061,"Placer County, California",California,CA,Placer,"Placer County, CA",0.32,0.32,0.17,,1.15,-0.89,0.07,0.36 +06063,6063,"Plumas County, California",California,CA,Plumas,"Plumas County, CA",-0.44,-0.44,0.04,,0.17,0.45,-0.54,-1.33 +06065,6065,"Riverside County, California",California,CA,Riverside,"Riverside County, CA",-0.79,-0.79,-1.01,,0.17,-1.30,-1.07,-0.19 +06067,6067,"Sacramento County, California",California,CA,Sacramento,"Sacramento County, CA",-1.11,-1.11,-0.77,,-0.26,-0.90,-0.57,-1.43 +06069,6069,"San Benito County, California",California,CA,San Benito,"San Benito County, CA",-0.61,-0.61,-0.51,,0.28,-1.08,-0.35,-0.70 +06071,6071,"San Bernardino County, California",California,CA,San Bernardino,"San Bernardino County, CA",-1.22,-1.22,-1.22,,-0.28,-1.27,-1.12,-0.85 +06073,6073,"San Diego County, California",California,CA,San Diego,"San Diego County, CA",-0.52,-0.52,-0.48,,0.43,-1.04,-0.47,-0.53 +06075,6075,"San Francisco County, California",California,CA,San Francisco,"San Francisco County, CA",-1.05,-1.05,-0.06,,0.51,-0.38,-0.29,-2.83 +06077,6077,"San Joaquin County, California",California,CA,San Joaquin,"San Joaquin County, CA",-1.67,-1.67,-0.91,,0.10,-1.14,-0.95,-2.76 +06079,6079,"San Luis Obispo County, California",California,CA,San Luis Obispo,"San Luis Obispo County, CA",-0.12,-0.12,0.11,,0.85,-0.59,-0.05,-0.69 +06081,6081,"San Mateo County, California",California,CA,San Mateo,"San Mateo County, CA",0.14,0.14,0.06,,1.11,-0.93,-0.08,0.09 +06083,6083,"Santa Barbara County, California",California,CA,Santa Barbara,"Santa Barbara County, CA",-0.31,-0.31,-0.22,,0.27,-0.64,-0.16,-0.45 +06085,6085,"Santa Clara County, California",California,CA,Santa Clara,"Santa Clara County, CA",0.08,0.08,0.04,,1.20,-0.93,-0.20,-0.04 +06087,6087,"Santa Cruz County, California",California,CA,Santa Cruz,"Santa Cruz County, CA",-0.38,-0.38,-0.15,,0.18,-0.74,0.14,-0.77 +06089,6089,"Shasta County, California",California,CA,Shasta,"Shasta County, CA",-1.18,-1.18,-0.45,,0.00,-0.72,-0.32,-2.30 +06091,6091,"Sierra County, California",California,CA,Sierra,"Sierra County, CA",0.08,0.08,0.47,,-0.35,1.57,-0.24,-0.70 +06093,6093,"Siskiyou County, California",California,CA,Siskiyou,"Siskiyou County, CA",-0.18,-0.18,-0.17,,-0.42,0.29,-0.29,-0.12 +06095,6095,"Solano County, California",California,CA,Solano,"Solano County, CA",-1.11,-1.11,-0.92,,-0.32,-1.07,-0.65,-1.15 +06097,6097,"Sonoma County, California",California,CA,Sonoma,"Sonoma County, CA",-0.28,-0.28,-0.11,,0.31,-0.66,0.04,-0.61 +06099,6099,"Stanislaus County, California",California,CA,Stanislaus,"Stanislaus County, CA",-1.19,-1.19,-0.89,,-0.01,-1.14,-0.82,-1.49 +06101,6101,"Sutter County, California",California,CA,Sutter,"Sutter County, CA",-0.49,-0.49,-0.55,,0.38,-1.03,-0.58,-0.31 +06103,6103,"Tehama County, California",California,CA,Tehama,"Tehama County, CA",-1.21,-1.21,-0.88,,-0.29,-0.89,-0.77,-1.51 +06105,6105,"Trinity County, California",California,CA,Trinity,"Trinity County, CA",-0.38,-0.38,-0.62,,-0.22,0.26,-1.35,0.19 +06107,6107,"Tulare County, California",California,CA,Tulare,"Tulare County, CA",-1.29,-1.29,-1.23,,-0.25,-1.16,-1.27,-1.03 +06109,6109,"Tuolumne County, California",California,CA,Tuolumne,"Tuolumne County, CA",-0.12,-0.12,-0.28,,0.46,-0.42,-0.64,0.13 +06111,6111,"Ventura County, California",California,CA,Ventura,"Ventura County, CA",-0.03,-0.03,-0.18,,0.50,-1.04,0.08,0.21 +06113,6113,"Yolo County, California",California,CA,Yolo,"Yolo County, CA",-0.34,-0.34,-0.32,,0.52,-0.83,-0.41,-0.37 +06115,6115,"Yuba County, California",California,CA,Yuba,"Yuba County, CA",-1.15,-1.15,-1.25,,0.33,-1.05,-1.92,-0.73 +08001,8001,"Adams County, Colorado",Colorado,CO,Adams,"Adams County, CO",0.00,0.00,0.20,,0.36,-0.75,0.71,-0.45 +08003,8003,"Alamosa County, Colorado",Colorado,CO,Alamosa,"Alamosa County, CO",0.54,0.54,0.94,,1.19,0.49,0.34,-0.62 +08005,8005,"Arapahoe County, Colorado",Colorado,CO,Arapahoe,"Arapahoe County, CO",0.33,0.33,0.57,,0.33,-0.52,1.27,-0.27 +08007,8007,"Archuleta County, Colorado",Colorado,CO,Archuleta,"Archuleta County, CO",0.71,0.71,0.78,,0.44,0.88,0.31,0.27 +08009,8009,"Baca County, Colorado",Colorado,CO,Baca,"Baca County, CO",1.52,1.52,1.78,,0.91,1.95,0.97,0.40 +08011,8011,"Bent County, Colorado",Colorado,CO,Bent,"Bent County, CO",0.47,0.47,0.37,,1.19,0.14,-0.49,0.32 +08013,8013,"Boulder County, Colorado",Colorado,CO,Boulder,"Boulder County, CO",1.09,1.09,1.34,,0.83,0.11,1.81,0.18 +08014,8014,"Broomfield County, Colorado",Colorado,CO,Broomfield,"Broomfield County, CO",1.56,1.56,1.50,,1.71,-0.49,1.90,1.00 +08015,8015,"Chaffee County, Colorado",Colorado,CO,Chaffee,"Chaffee County, CO",1.34,1.34,1.31,,0.92,1.03,0.84,0.85 +08017,8017,"Cheyenne County, Colorado",Colorado,CO,Cheyenne,"Cheyenne County, CO",2.29,2.29,2.55,,1.62,2.67,1.23,0.82 +08019,8019,"Clear Creek County, Colorado",Colorado,CO,Clear Creek,"Clear Creek County, CO",0.31,0.31,0.79,,0.67,0.02,0.93,-0.84 +08021,8021,"Conejos County, Colorado",Colorado,CO,Conejos,"Conejos County, CO",1.12,1.12,0.91,,1.02,0.48,0.44,1.04 +08023,8023,"Costilla County, Colorado",Colorado,CO,Costilla,"Costilla County, CO",0.61,0.61,0.54,,0.40,0.86,-0.10,0.46 +08025,8025,"Crowley County, Colorado",Colorado,CO,Crowley,"Crowley County, CO",-0.85,-0.85,-1.39,,-1.81,0.17,-1.42,0.70 +08027,8027,"Custer County, Colorado",Colorado,CO,Custer,"Custer County, CO",2.00,2.00,2.22,,1.88,2.27,0.69,0.66 +08029,8029,"Delta County, Colorado",Colorado,CO,Delta,"Delta County, CO",1.10,1.10,1.07,,0.42,0.89,0.91,0.78 +08031,8031,"Denver County, Colorado",Colorado,CO,Denver,"Denver County, CO",-0.40,-0.40,0.44,,-0.37,0.04,1.13,-1.92 +08033,8033,"Dolores County, Colorado",Colorado,CO,Dolores,"Dolores County, CO",,,,,,0.96,1.11,0.93 +08035,8035,"Douglas County, Colorado",Colorado,CO,Douglas,"Douglas County, CO",1.68,1.68,1.71,,2.05,-0.58,2.11,0.84 +08037,8037,"Eagle County, Colorado",Colorado,CO,Eagle,"Eagle County, CO",0.71,0.71,0.64,,1.11,0.10,0.17,0.45 +08039,8039,"Elbert County, Colorado",Colorado,CO,Elbert,"Elbert County, CO",1.72,1.72,1.63,,1.74,-0.32,1.98,1.16 +08041,8041,"El Paso County, Colorado",Colorado,CO,El Paso,"El Paso County, CO",0.19,0.19,0.55,,0.72,-0.47,0.84,-0.70 +08043,8043,"Fremont County, Colorado",Colorado,CO,Fremont,"Fremont County, CO",-0.01,-0.01,-0.02,,-0.27,0.02,0.12,0.04 +08045,8045,"Garfield County, Colorado",Colorado,CO,Garfield,"Garfield County, CO",0.97,0.97,1.06,,1.08,0.26,0.89,0.34 +08047,8047,"Gilpin County, Colorado",Colorado,CO,Gilpin,"Gilpin County, CO",0.83,0.83,1.15,,1.90,-0.24,0.80,-0.34 +08049,8049,"Grand County, Colorado",Colorado,CO,Grand,"Grand County, CO",0.90,0.90,0.77,,0.74,0.80,0.11,0.75 +08051,8051,"Gunnison County, Colorado",Colorado,CO,Gunnison,"Gunnison County, CO",0.65,0.65,0.73,,0.40,1.05,0.11,0.21 +08053,8053,"Hinsdale County, Colorado",Colorado,CO,Hinsdale,"Hinsdale County, CO",,,,,,5.35,0.39,1.06 +08055,8055,"Huerfano County, Colorado",Colorado,CO,Huerfano,"Huerfano County, CO",,,,,,1.38,0.07,-0.90 +08057,8057,"Jackson County, Colorado",Colorado,CO,Jackson,"Jackson County, CO",,,,,,3.86,0.86,0.76 +08059,8059,"Jefferson County, Colorado",Colorado,CO,Jefferson,"Jefferson County, CO",0.84,0.84,1.04,,0.69,-0.32,1.73,0.11 +08061,8061,"Kiowa County, Colorado",Colorado,CO,Kiowa,"Kiowa County, CO",1.85,1.85,1.97,,0.93,2.12,1.17,0.91 +08063,8063,"Kit Carson County, Colorado",Colorado,CO,Kit Carson,"Kit Carson County, CO",0.82,0.82,1.05,,0.90,0.84,0.51,-0.04 +08065,8065,"Lake County, Colorado",Colorado,CO,Lake,"Lake County, CO",0.19,0.19,0.21,,0.18,0.63,-0.37,0.04 +08067,8067,"La Plata County, Colorado",Colorado,CO,La Plata,"La Plata County, CO",0.78,0.78,0.82,,0.63,0.34,0.73,0.36 +08069,8069,"Larimer County, Colorado",Colorado,CO,Larimer,"Larimer County, CO",1.24,1.24,1.50,,1.01,0.63,1.51,0.20 +08071,8071,"Las Animas County, Colorado",Colorado,CO,Las Animas,"Las Animas County, CO",0.57,0.57,0.42,,0.28,0.61,-0.02,0.65 +08073,8073,"Lincoln County, Colorado",Colorado,CO,Lincoln,"Lincoln County, CO",0.97,0.97,0.95,,0.71,1.56,-0.20,0.58 +08075,8075,"Logan County, Colorado",Colorado,CO,Logan,"Logan County, CO",-0.09,-0.09,-0.14,,-0.67,0.19,0.07,0.12 +08077,8077,"Mesa County, Colorado",Colorado,CO,Mesa,"Mesa County, CO",0.01,0.01,0.25,,-0.38,-0.32,1.08,-0.41 +08079,8079,"Mineral County, Colorado",Colorado,CO,Mineral,"Mineral County, CO",2.50,2.50,2.94,,0.10,5.54,0.77,0.79 +08081,8081,"Moffat County, Colorado",Colorado,CO,Moffat,"Moffat County, CO",0.85,0.85,0.81,,0.71,0.25,0.72,0.57 +08083,8083,"Montezuma County, Colorado",Colorado,CO,Montezuma,"Montezuma County, CO",0.42,0.42,0.43,,0.17,0.24,0.44,0.24 +08085,8085,"Montrose County, Colorado",Colorado,CO,Montrose,"Montrose County, CO",0.55,0.55,0.55,,0.00,0.10,0.97,0.38 +08087,8087,"Morgan County, Colorado",Colorado,CO,Morgan,"Morgan County, CO",0.44,0.44,0.38,,0.09,0.20,0.44,0.40 +08089,8089,"Otero County, Colorado",Colorado,CO,Otero,"Otero County, CO",0.58,0.58,0.56,,-0.39,0.81,0.68,0.49 +08091,8091,"Ouray County, Colorado",Colorado,CO,Ouray,"Ouray County, CO",,,,,,1.86,1.00,1.06 +08093,8093,"Park County, Colorado",Colorado,CO,Park,"Park County, CO",1.18,1.18,1.19,,1.07,0.20,1.21,0.67 +08095,8095,"Phillips County, Colorado",Colorado,CO,Phillips,"Phillips County, CO",1.48,1.48,1.68,,0.20,2.00,1.35,0.60 +08097,8097,"Pitkin County, Colorado",Colorado,CO,Pitkin,"Pitkin County, CO",0.81,0.81,0.75,,-0.61,1.69,0.47,0.75 +08099,8099,"Prowers County, Colorado",Colorado,CO,Prowers,"Prowers County, CO",0.78,0.78,0.69,,0.20,0.92,0.32,0.70 +08101,8101,"Pueblo County, Colorado",Colorado,CO,Pueblo,"Pueblo County, CO",-0.60,-0.60,0.07,,-0.39,-0.38,0.78,-1.70 +08103,8103,"Rio Blanco County, Colorado",Colorado,CO,Rio Blanco,"Rio Blanco County, CO",1.13,1.13,1.07,,0.90,0.92,0.48,0.74 +08105,8105,"Rio Grande County, Colorado",Colorado,CO,Rio Grande,"Rio Grande County, CO",,,,,,1.30,0.37,0.48 +08107,8107,"Routt County, Colorado",Colorado,CO,Routt,"Routt County, CO",1.23,1.23,1.32,,1.92,0.49,0.45,0.38 +08109,8109,"Saguache County, Colorado",Colorado,CO,Saguache,"Saguache County, CO",0.99,0.99,1.13,,1.33,1.19,-0.05,0.18 +08111,8111,"San Juan County, Colorado",Colorado,CO,San Juan,"San Juan County, CO",,,,,,6.88,1.09,0.03 +08113,8113,"San Miguel County, Colorado",Colorado,CO,San Miguel,"San Miguel County, CO",1.21,1.21,1.15,,0.88,1.67,-0.04,0.80 +08115,8115,"Sedgwick County, Colorado",Colorado,CO,Sedgwick,"Sedgwick County, CO",1.11,1.11,1.42,,-0.75,2.66,1.06,0.26 +08117,8117,"Summit County, Colorado",Colorado,CO,Summit,"Summit County, CO",0.56,0.56,0.45,,1.00,0.26,-0.28,0.43 +08119,8119,"Teller County, Colorado",Colorado,CO,Teller,"Teller County, CO",0.53,0.53,0.60,,0.03,0.32,0.85,0.21 +08121,8121,"Washington County, Colorado",Colorado,CO,Washington,"Washington County, CO",1.25,1.25,1.49,,0.63,1.62,0.92,0.30 +08123,8123,"Weld County, Colorado",Colorado,CO,Weld,"Weld County, CO",0.43,0.43,0.65,,0.80,-0.50,0.99,-0.26 +08125,8125,"Yuma County, Colorado",Colorado,CO,Yuma,"Yuma County, CO",1.75,1.75,1.72,,1.31,1.47,0.92,1.08 +09001,9001,"Fairfield County, Connecticut",Connecticut,CT,Fairfield,"Fairfield County, CT",0.52,0.52,0.69,,0.72,-0.13,0.82,-0.10 +09003,9003,"Hartford County, Connecticut",Connecticut,CT,Hartford,"Hartford County, CT",-0.04,-0.04,0.09,,-0.32,-0.27,0.65,-0.25 +09005,9005,"Litchfield County, Connecticut",Connecticut,CT,Litchfield,"Litchfield County, CT",1.00,1.00,0.94,,0.99,0.06,0.90,0.70 +09007,9007,"Middlesex County, Connecticut",Connecticut,CT,Middlesex,"Middlesex County, CT",0.93,0.93,0.87,,0.72,-0.09,1.15,0.68 +09009,9009,"New Haven County, Connecticut",Connecticut,CT,New Haven,"New Haven County, CT",-0.35,-0.35,-0.11,,-0.34,-0.34,0.34,-0.70 +09011,9011,"New London County, Connecticut",Connecticut,CT,New London,"New London County, CT",-0.20,-0.20,0.01,,-0.22,-0.21,0.36,-0.54 +09013,9013,"Tolland County, Connecticut",Connecticut,CT,Tolland,"Tolland County, CT",0.60,,0.60,,0.79,-0.47,0.89, +09015,9015,"Windham County, Connecticut",Connecticut,CT,Windham,"Windham County, CT",-0.27,,-0.27,,-0.55,-0.35,0.21, +10001,10001,"Kent County, Delaware",Delaware,DE,Kent,"Kent County, DE",-0.67,-0.67,-0.31,,-0.19,-0.66,0.08,-1.18 +10003,10003,"New Castle County, Delaware",Delaware,DE,New Castle,"New Castle County, DE",-0.52,-0.52,0.11,,-0.37,-0.09,0.57,-1.57 +10005,10005,"Sussex County, Delaware",Delaware,DE,Sussex,"Sussex County, DE",-0.85,-0.85,-0.59,,-0.72,-0.51,-0.13,-1.03 +11001,11001,"District of Columbia, District of Columbia",District of Columbia,DC,District of Columbia,"District of Columbia, DC",-1.36,-1.36,0.89,,-1.93,3.51,0.26,-5.26 +12001,12001,"Alachua County, Florida",Florida,FL,Alachua,"Alachua County, FL",-0.85,-0.85,-0.29,,-0.05,-0.87,0.20,-1.72 +12003,12003,"Baker County, Florida",Florida,FL,Baker,"Baker County, FL",-0.73,-0.73,-0.74,,0.62,-1.48,-0.77,-0.59 +12005,12005,"Bay County, Florida",Florida,FL,Bay,"Bay County, FL",-1.00,-1.00,-0.66,,-0.35,-1.28,0.08,-1.36 +12007,12007,"Bradford County, Florida",Florida,FL,Bradford,"Bradford County, FL",-1.00,-1.00,-0.81,,0.02,-1.25,-0.58,-1.11 +12009,12009,"Brevard County, Florida",Florida,FL,Brevard,"Brevard County, FL",-0.89,-0.89,-0.47,,-0.47,-1.37,0.67,-1.41 +12011,12011,"Broward County, Florida",Florida,FL,Broward,"Broward County, FL",-0.96,-0.96,-0.75,,-0.59,-1.45,0.26,-1.01 +12013,12013,"Calhoun County, Florida",Florida,FL,Calhoun,"Calhoun County, FL",-0.22,-0.22,-0.65,,0.61,-1.12,-0.90,0.60 +12015,12015,"Charlotte County, Florida",Florida,FL,Charlotte,"Charlotte County, FL",-0.45,-0.45,-0.65,,-0.38,-1.46,0.30,0.13 +12017,12017,"Citrus County, Florida",Florida,FL,Citrus,"Citrus County, FL",-0.75,-0.75,-0.66,,-0.84,-1.32,0.55,-0.57 +12019,12019,"Clay County, Florida",Florida,FL,Clay,"Clay County, FL",-0.44,-0.44,-0.35,,0.01,-1.55,0.64,-0.48 +12021,12021,"Collier County, Florida",Florida,FL,Collier,"Collier County, FL",-0.36,-0.36,-0.46,,-0.23,-1.21,0.32,-0.01 +12023,12023,"Columbia County, Florida",Florida,FL,Columbia,"Columbia County, FL",-1.79,-1.79,-1.34,,-0.92,-1.20,-0.85,-2.05 +12027,12027,"DeSoto County, Florida",Florida,FL,DeSoto,"DeSoto County, FL",-1.57,-1.57,-1.53,,-0.90,-1.24,-1.22,-1.10 +12029,12029,"Dixie County, Florida",Florida,FL,Dixie,"Dixie County, FL",-1.52,-1.52,-1.59,,-1.02,-1.19,-1.28,-0.82 +12031,12031,"Duval County, Florida",Florida,FL,Duval,"Duval County, FL",-1.41,-1.41,-0.81,,-0.91,-1.16,0.17,-2.06 +12033,12033,"Escambia County, Florida",Florida,FL,Escambia,"Escambia County, FL",-1.61,-1.61,-0.86,,-0.88,-1.20,0.08,-2.53 +12035,12035,"Flagler County, Florida",Florida,FL,Flagler,"Flagler County, FL",-0.30,-0.30,-0.35,,-0.03,-1.44,0.58,-0.10 +12037,12037,"Franklin County, Florida",Florida,FL,Franklin,"Franklin County, FL",-0.24,-0.24,0.14,,0.88,-0.39,-0.21,-1.09 +12039,12039,"Gadsden County, Florida",Florida,FL,Gadsden,"Gadsden County, FL",-1.45,-1.45,-1.24,,-2.27,-0.85,0.24,-1.12 +12041,12041,"Gilchrist County, Florida",Florida,FL,Gilchrist,"Gilchrist County, FL",-0.16,-0.16,-0.28,,0.69,-1.18,-0.16,0.01 +12043,12043,"Glades County, Florida",Florida,FL,Glades,"Glades County, FL",-1.73,-1.73,-2.15,,-1.16,-1.57,-1.95,-0.25 +12045,12045,"Gulf County, Florida",Florida,FL,Gulf,"Gulf County, FL",-0.68,-0.68,-0.35,,0.21,-0.63,-0.38,-1.19 +12047,12047,"Hamilton County, Florida",Florida,FL,Hamilton,"Hamilton County, FL",-1.74,-1.74,-1.86,,-1.59,-1.01,-1.50,-0.78 +12049,12049,"Hardee County, Florida",Florida,FL,Hardee,"Hardee County, FL",-1.06,-1.06,-1.36,,-0.75,-1.06,-1.17,-0.08 +12051,12051,"Hendry County, Florida",Florida,FL,Hendry,"Hendry County, FL",-1.86,-1.86,-1.36,,-0.67,-1.29,-1.04,-2.25 +12053,12053,"Hernando County, Florida",Florida,FL,Hernando,"Hernando County, FL",-0.80,-0.80,-0.91,,-0.93,-1.56,0.35,-0.21 +12055,12055,"Highlands County, Florida",Florida,FL,Highlands,"Highlands County, FL",-0.44,-0.44,-0.41,,0.22,-1.16,-0.01,-0.43 +12057,12057,"Hillsborough County, Florida",Florida,FL,Hillsborough,"Hillsborough County, FL",-0.75,-0.75,-0.73,,-0.52,-1.37,0.17,-0.48 +12059,12059,"Holmes County, Florida",Florida,FL,Holmes,"Holmes County, FL",-0.22,-0.22,-0.22,,0.51,-0.76,-0.26,-0.26 +12061,12061,"Indian River County, Florida",Florida,FL,Indian River,"Indian River County, FL",-0.13,-0.13,-0.05,,0.17,-1.01,0.61,-0.26 +12063,12063,"Jackson County, Florida",Florida,FL,Jackson,"Jackson County, FL",,,,,,-0.81,-0.42,-0.84 +12065,12065,"Jefferson County, Florida",Florida,FL,Jefferson,"Jefferson County, FL",-1.84,-1.84,-1.02,,-1.86,-0.47,-0.04,-2.68 +12067,12067,"Lafayette County, Florida",Florida,FL,Lafayette,"Lafayette County, FL",-0.87,-0.87,-1.09,,0.15,-1.10,-1.39,-0.23 +12069,12069,"Lake County, Florida",Florida,FL,Lake,"Lake County, FL",-0.51,-0.51,-0.48,,-0.37,-1.35,0.53,-0.37 +12071,12071,"Lee County, Florida",Florida,FL,Lee,"Lee County, FL",-0.98,-0.98,-1.03,,-0.81,-1.46,-0.08,-0.49 +12073,12073,"Leon County, Florida",Florida,FL,Leon,"Leon County, FL",-1.02,-1.02,-0.23,,-0.40,-0.70,0.47,-2.26 +12075,12075,"Levy County, Florida",Florida,FL,Levy,"Levy County, FL",-0.65,-0.65,-0.76,,-0.68,-0.99,-0.08,-0.15 +12077,12077,"Liberty County, Florida",Florida,FL,Liberty,"Liberty County, FL",-0.76,-0.76,-1.32,,-0.46,-1.00,-1.40,0.61 +12079,12079,"Madison County, Florida",Florida,FL,Madison,"Madison County, FL",-1.55,-1.55,-0.66,,0.02,-0.81,-0.67,-2.91 +12081,12081,"Manatee County, Florida",Florida,FL,Manatee,"Manatee County, FL",-1.17,-1.17,-0.68,,-0.45,-1.39,0.23,-1.73 +12083,12083,"Marion County, Florida",Florida,FL,Marion,"Marion County, FL",-1.11,-1.11,-0.92,,-1.02,-1.42,0.29,-1.01 +12085,12085,"Martin County, Florida",Florida,FL,Martin,"Martin County, FL",-0.10,-0.10,-0.16,,-0.06,-1.12,0.70,0.07 +12086,12086,"Miami-Dade County, Florida",Florida,FL,Miami-Dade,"Miami-Dade County, FL",-1.56,-1.56,-1.02,,-0.77,-1.55,-0.02,-2.09 +12087,12087,"Monroe County, Florida",Florida,FL,Monroe,"Monroe County, FL",-0.47,-0.47,0.11,,-0.67,-0.47,1.19,-1.39 +12089,12089,"Nassau County, Florida",Florida,FL,Nassau,"Nassau County, FL",0.14,0.14,-0.11,,0.12,-1.07,0.59,0.59 +12091,12091,"Okaloosa County, Florida",Florida,FL,Okaloosa,"Okaloosa County, FL",-0.48,-0.48,-0.20,,0.45,-1.24,0.26,-0.98 +12093,12093,"Okeechobee County, Florida",Florida,FL,Okeechobee,"Okeechobee County, FL",-1.28,-1.28,-1.26,,-0.58,-1.23,-0.97,-0.90 +12095,12095,"Orange County, Florida",Florida,FL,Orange,"Orange County, FL",-1.55,-1.55,-0.93,,-0.71,-1.36,-0.06,-2.25 +12097,12097,"Osceola County, Florida",Florida,FL,Osceola,"Osceola County, FL",-1.17,-1.17,-0.97,,-0.49,-1.66,-0.07,-1.15 +12099,12099,"Palm Beach County, Florida",Florida,FL,Palm Beach,"Palm Beach County, FL",-0.89,-0.89,-0.61,,-0.50,-1.29,0.33,-1.12 +12101,12101,"Pasco County, Florida",Florida,FL,Pasco,"Pasco County, FL",-0.52,-0.52,-0.58,,0.04,-1.60,0.20,-0.26 +12103,12103,"Pinellas County, Florida",Florida,FL,Pinellas,"Pinellas County, FL",-1.19,-1.19,-0.79,,-0.94,-1.30,0.36,-1.50 +12105,12105,"Polk County, Florida",Florida,FL,Polk,"Polk County, FL",-0.98,-0.98,-0.98,,-0.74,-1.44,-0.07,-0.57 +12107,12107,"Putnam County, Florida",Florida,FL,Putnam,"Putnam County, FL",-1.76,-1.76,-1.29,,-1.73,-1.05,-0.18,-1.93 +12109,12109,"St. Johns County, Florida",Florida,FL,St. Johns,"St. Johns County, FL",0.40,0.40,0.53,,1.20,-1.30,1.14,-0.13 +12111,12111,"St. Lucie County, Florida",Florida,FL,St. Lucie,"St. Lucie County, FL",-1.03,-1.03,-0.98,,-0.90,-1.55,0.17,-0.69 +12113,12113,"Santa Rosa County, Florida",Florida,FL,Santa Rosa,"Santa Rosa County, FL",0.15,0.15,-0.12,,0.74,-1.43,0.35,0.53 +12115,12115,"Sarasota County, Florida",Florida,FL,Sarasota,"Sarasota County, FL",-0.31,-0.31,-0.29,,-0.23,-1.12,0.58,-0.23 +12117,12117,"Seminole County, Florida",Florida,FL,Seminole,"Seminole County, FL",-0.52,-0.52,-0.45,,-0.10,-1.48,0.48,-0.50 +12119,12119,"Sumter County, Florida",Florida,FL,Sumter,"Sumter County, FL",-0.58,-0.58,-0.87,,-1.27,-1.54,0.72,0.37 +12121,12121,"Suwannee County, Florida",Florida,FL,Suwannee,"Suwannee County, FL",-1.58,-1.58,-1.54,,-2.08,-1.03,-0.39,-0.88 +12123,12123,"Taylor County, Florida",Florida,FL,Taylor,"Taylor County, FL",-2.02,-2.02,-1.41,,-0.80,-0.96,-1.32,-2.57 +12125,12125,"Union County, Florida",Florida,FL,Union,"Union County, FL",-1.16,-1.16,-1.44,,-0.12,-1.42,-1.59,-0.28 +12127,12127,"Volusia County, Florida",Florida,FL,Volusia,"Volusia County, FL",-1.08,-1.08,-0.93,,-0.85,-1.38,0.09,-0.94 +12129,12129,"Wakulla County, Florida",Florida,FL,Wakulla,"Wakulla County, FL",-0.46,-0.46,-0.54,,-0.27,-1.26,0.25,-0.14 +12131,12131,"Walton County, Florida",Florida,FL,Walton,"Walton County, FL",-0.33,-0.33,-0.15,,0.29,-0.95,0.26,-0.66 +12133,12133,"Washington County, Florida",Florida,FL,Washington,"Washington County, FL",-0.24,-0.24,-0.38,,0.33,-1.09,-0.13,0.05 +13001,13001,"Appling County, Georgia",Georgia,GA,Appling,"Appling County, GA",-0.18,-0.18,-0.46,,-0.23,-0.52,-0.31,0.44 +13003,13003,"Atkinson County, Georgia",Georgia,GA,Atkinson,"Atkinson County, GA",-1.13,-1.13,-1.05,,-0.44,-0.86,-1.01,-0.92 +13005,13005,"Bacon County, Georgia",Georgia,GA,Bacon,"Bacon County, GA",-0.71,-0.71,-0.75,,-0.06,-0.64,-0.95,-0.45 +13007,13007,"Baker County, Georgia",Georgia,GA,Baker,"Baker County, GA",-0.21,-0.21,-0.34,,-0.17,-0.06,-0.55,0.11 +13009,13009,"Baldwin County, Georgia",Georgia,GA,Baldwin,"Baldwin County, GA",-2.23,-2.23,-2.01,,-2.70,-1.00,-0.81,-1.64 +13011,13011,"Banks County, Georgia",Georgia,GA,Banks,"Banks County, GA",-0.36,-0.36,-0.72,,-0.11,-1.15,-0.36,0.46 +13013,13013,"Barrow County, Georgia",Georgia,GA,Barrow,"Barrow County, GA",-0.77,-0.77,-0.46,,0.34,-1.26,-0.15,-1.21 +13015,13015,"Bartow County, Georgia",Georgia,GA,Bartow,"Bartow County, GA",-0.72,-0.72,-0.49,,0.22,-1.19,-0.16,-1.02 +13017,13017,"Ben Hill County, Georgia",Georgia,GA,Ben Hill,"Ben Hill County, GA",-1.45,-1.45,-1.44,,-1.73,-0.82,-0.68,-0.80 +13019,13019,"Berrien County, Georgia",Georgia,GA,Berrien,"Berrien County, GA",-0.72,-0.72,-1.08,,-0.02,-1.12,-1.22,0.19 +13021,13021,"Bibb County, Georgia",Georgia,GA,Bibb,"Bibb County, GA",-1.49,-1.49,-1.17,,-2.30,-0.35,-0.07,-1.37 +13023,13023,"Bleckley County, Georgia",Georgia,GA,Bleckley,"Bleckley County, GA",-1.16,-1.16,-1.40,,-1.50,-0.87,-0.76,-0.15 +13025,13025,"Brantley County, Georgia",Georgia,GA,Brantley,"Brantley County, GA",-0.83,-0.83,-1.32,,-0.14,-1.22,-1.48,0.38 +13027,13027,"Brooks County, Georgia",Georgia,GA,Brooks,"Brooks County, GA",-1.13,-1.13,-0.88,,-0.81,-0.53,-0.64,-1.21 +13029,13029,"Bryan County, Georgia",Georgia,GA,Bryan,"Bryan County, GA",0.23,0.23,0.00,,0.66,-1.11,0.37,0.52 +13031,13031,"Bulloch County, Georgia",Georgia,GA,Bulloch,"Bulloch County, GA",-0.72,-0.72,-1.14,,-0.47,-1.07,-0.97,0.38 +13033,13033,"Burke County, Georgia",Georgia,GA,Burke,"Burke County, GA",-1.71,-1.71,-1.14,,-1.82,-0.83,0.02,-2.08 +13035,13035,"Butts County, Georgia",Georgia,GA,Butts,"Butts County, GA",-0.47,-0.47,-0.66,,-0.28,-0.91,-0.31,0.07 +13037,13037,"Calhoun County, Georgia",Georgia,GA,Calhoun,"Calhoun County, GA",-4.32,-4.32,-1.90,,-2.35,-0.25,-1.59,-7.60 +13039,13039,"Camden County, Georgia",Georgia,GA,Camden,"Camden County, GA",-0.84,-0.84,-0.72,,-0.05,-1.00,-0.56,-0.86 +13043,13043,"Candler County, Georgia",Georgia,GA,Candler,"Candler County, GA",-0.88,-0.88,-1.31,,-0.84,-0.78,-1.25,0.33 +13045,13045,"Carroll County, Georgia",Georgia,GA,Carroll,"Carroll County, GA",-0.66,-0.66,-0.76,,-0.31,-1.11,-0.31,-0.22 +13047,13047,"Catoosa County, Georgia",Georgia,GA,Catoosa,"Catoosa County, GA",-0.19,-0.19,-0.36,,0.51,-1.19,-0.16,0.12 +13049,13049,"Charlton County, Georgia",Georgia,GA,Charlton,"Charlton County, GA",-1.37,-1.37,-2.03,,-1.63,-1.11,-1.70,0.56 +13051,13051,"Chatham County, Georgia",Georgia,GA,Chatham,"Chatham County, GA",-1.18,-1.18,-1.11,,-1.34,-0.90,-0.29,-0.78 +13053,13053,"Chattahoochee County, Georgia",Georgia,GA,Chattahoochee,"Chattahoochee County, GA",-0.38,-0.38,-1.32,,2.17,-1.64,-3.17,1.22 +13055,13055,"Chattooga County, Georgia",Georgia,GA,Chattooga,"Chattooga County, GA",-0.50,-0.50,-0.85,,-0.24,-0.57,-1.03,0.35 +13057,13057,"Cherokee County, Georgia",Georgia,GA,Cherokee,"Cherokee County, GA",0.65,0.65,0.38,,1.27,-1.29,0.75,0.83 +13059,13059,"Clarke County, Georgia",Georgia,GA,Clarke,"Clarke County, GA",-1.08,-1.08,-1.07,,-0.96,-0.77,-0.67,-0.65 +13061,13061,"Clay County, Georgia",Georgia,GA,Clay,"Clay County, GA",-1.24,-1.24,-1.95,,-3.38,0.00,-1.00,1.01 +13063,13063,"Clayton County, Georgia",Georgia,GA,Clayton,"Clayton County, GA",-1.92,-1.92,-1.61,,-1.97,-1.35,-0.33,-1.71 +13065,13065,"Clinch County, Georgia",Georgia,GA,Clinch,"Clinch County, GA",-1.61,-1.61,-1.46,,-1.52,-0.65,-1.08,-1.24 +13067,13067,"Cobb County, Georgia",Georgia,GA,Cobb,"Cobb County, GA",-0.09,-0.09,-0.08,,0.19,-1.08,0.59,-0.11 +13069,13069,"Coffee County, Georgia",Georgia,GA,Coffee,"Coffee County, GA",-1.16,-1.16,-1.09,,-0.74,-1.01,-0.68,-0.87 +13071,13071,"Colquitt County, Georgia",Georgia,GA,Colquitt,"Colquitt County, GA",-1.20,-1.20,-1.20,,-0.95,-0.93,-0.78,-0.74 +13073,13073,"Columbia County, Georgia",Georgia,GA,Columbia,"Columbia County, GA",0.51,0.51,0.13,,0.97,-1.27,0.49,0.99 +13075,13075,"Cook County, Georgia",Georgia,GA,Cook,"Cook County, GA",-0.29,-0.29,-0.54,,0.38,-0.95,-0.61,0.21 +13077,13077,"Coweta County, Georgia",Georgia,GA,Coweta,"Coweta County, GA",0.07,0.07,-0.09,,0.52,-1.21,0.40,0.30 +13079,13079,"Crawford County, Georgia",Georgia,GA,Crawford,"Crawford County, GA",-0.82,-0.82,-1.09,,-0.60,-1.18,-0.66,0.03 +13081,13081,"Crisp County, Georgia",Georgia,GA,Crisp,"Crisp County, GA",-1.49,-1.49,-1.51,,-1.52,-0.90,-0.94,-0.83 +13083,13083,"Dade County, Georgia",Georgia,GA,Dade,"Dade County, GA",-0.48,-0.48,-0.29,,0.83,-0.89,-0.58,-0.88 +13085,13085,"Dawson County, Georgia",Georgia,GA,Dawson,"Dawson County, GA",0.40,0.40,0.06,,0.48,-0.88,0.46,0.89 +13087,13087,"Decatur County, Georgia",Georgia,GA,Decatur,"Decatur County, GA",-1.68,-1.68,-1.16,,-1.80,-0.49,-0.37,-1.97 +13089,13089,"DeKalb County, Georgia",Georgia,GA,DeKalb,"DeKalb County, GA",-1.33,-1.33,-0.72,,-1.21,-0.88,0.35,-1.98 +13091,13091,"Dodge County, Georgia",Georgia,GA,Dodge,"Dodge County, GA",-1.43,-1.43,-1.47,,-1.39,-0.44,-1.40,-0.77 +13093,13093,"Dooly County, Georgia",Georgia,GA,Dooly,"Dooly County, GA",-1.75,-1.75,-2.13,,-2.14,-0.80,-1.73,-0.20 +13095,13095,"Dougherty County, Georgia",Georgia,GA,Dougherty,"Dougherty County, GA",-2.55,-2.55,-1.65,,-2.76,-0.77,-0.24,-3.22 +13097,13097,"Douglas County, Georgia",Georgia,GA,Douglas,"Douglas County, GA",-0.57,-0.57,-0.60,,-0.38,-1.16,0.12,-0.29 +13099,13099,"Early County, Georgia",Georgia,GA,Early,"Early County, GA",-1.79,-1.79,-0.71,,-1.80,0.14,-0.02,-3.20 +13101,13101,"Echols County, Georgia",Georgia,GA,Echols,"Echols County, GA",-1.18,-1.18,-1.95,,-1.71,-1.28,-1.33,0.93 +13103,13103,"Effingham County, Georgia",Georgia,GA,Effingham,"Effingham County, GA",0.14,0.14,-0.25,,0.48,-1.20,0.11,0.81 +13105,13105,"Elbert County, Georgia",Georgia,GA,Elbert,"Elbert County, GA",-0.28,-0.28,-0.10,,0.20,-0.46,-0.02,-0.61 +13107,13107,"Emanuel County, Georgia",Georgia,GA,Emanuel,"Emanuel County, GA",-1.90,-1.90,-1.88,,-2.44,-0.88,-0.90,-1.04 +13109,13109,"Evans County, Georgia",Georgia,GA,Evans,"Evans County, GA",-0.88,-0.88,-1.45,,-1.23,-0.69,-1.26,0.66 +13111,13111,"Fannin County, Georgia",Georgia,GA,Fannin,"Fannin County, GA",-0.44,-0.44,-0.67,,-0.03,-0.52,-0.92,0.11 +13113,13113,"Fayette County, Georgia",Georgia,GA,Fayette,"Fayette County, GA",1.20,1.20,1.10,,1.31,-0.44,1.41,0.85 +13115,13115,"Floyd County, Georgia",Georgia,GA,Floyd,"Floyd County, GA",-0.73,-0.73,-0.69,,-0.28,-0.83,-0.46,-0.59 +13117,13117,"Forsyth County, Georgia",Georgia,GA,Forsyth,"Forsyth County, GA",0.96,0.96,0.71,,1.99,-1.42,0.90,0.91 +13119,13119,"Franklin County, Georgia",Georgia,GA,Franklin,"Franklin County, GA",0.04,0.04,-0.24,,0.34,-0.49,-0.41,0.53 +13121,13121,"Fulton County, Georgia",Georgia,GA,Fulton,"Fulton County, GA",-1.55,-1.55,-0.58,,-0.99,-0.41,0.01,-2.90 +13123,13123,"Gilmer County, Georgia",Georgia,GA,Gilmer,"Gilmer County, GA",-0.20,-0.20,-0.37,,0.93,-0.97,-0.75,0.04 +13125,13125,"Glascock County, Georgia",Georgia,GA,Glascock,"Glascock County, GA",0.58,0.58,0.19,,0.23,-0.40,0.49,1.16 +13127,13127,"Glynn County, Georgia",Georgia,GA,Glynn,"Glynn County, GA",-1.30,-1.30,-0.87,,-1.29,-0.65,-0.08,-1.61 +13129,13129,"Gordon County, Georgia",Georgia,GA,Gordon,"Gordon County, GA",-0.57,-0.57,-0.63,,0.17,-1.12,-0.47,-0.33 +13131,13131,"Grady County, Georgia",Georgia,GA,Grady,"Grady County, GA",-0.86,-0.86,-1.14,,-1.54,-0.89,-0.18,0.17 +13133,13133,"Greene County, Georgia",Georgia,GA,Greene,"Greene County, GA",-0.65,-0.65,-0.72,,-2.00,-0.26,0.49,-0.02 +13135,13135,"Gwinnett County, Georgia",Georgia,GA,Gwinnett,"Gwinnett County, GA",-0.10,-0.10,-0.26,,0.41,-1.26,0.19,0.18 +13137,13137,"Habersham County, Georgia",Georgia,GA,Habersham,"Habersham County, GA",0.04,0.04,-0.22,,0.61,-0.81,-0.31,0.45 +13139,13139,"Hall County, Georgia",Georgia,GA,Hall,"Hall County, GA",-0.05,-0.05,-0.31,,0.43,-1.25,0.08,0.39 +13141,13141,"Hancock County, Georgia",Georgia,GA,Hancock,"Hancock County, GA",,,,,,-0.54,-1.33,0.70 +13143,13143,"Haralson County, Georgia",Georgia,GA,Haralson,"Haralson County, GA",-1.05,-1.05,-0.37,,0.43,-0.98,-0.29,-2.21 +13145,13145,"Harris County, Georgia",Georgia,GA,Harris,"Harris County, GA",0.60,0.60,0.31,,1.26,-1.04,0.40,0.81 +13147,13147,"Hart County, Georgia",Georgia,GA,Hart,"Hart County, GA",-1.06,-1.06,-1.07,,-1.19,-0.80,-0.43,-0.58 +13149,13149,"Heard County, Georgia",Georgia,GA,Heard,"Heard County, GA",-0.02,-0.02,-0.22,,0.52,-0.60,-0.41,0.29 +13151,13151,"Henry County, Georgia",Georgia,GA,Henry,"Henry County, GA",-0.05,-0.05,-0.25,,0.10,-1.23,0.47,0.34 +13153,13153,"Houston County, Georgia",Georgia,GA,Houston,"Houston County, GA",-0.69,-0.69,-0.70,,-0.35,-1.17,-0.10,-0.42 +13155,13155,"Irwin County, Georgia",Georgia,GA,Irwin,"Irwin County, GA",-1.14,-1.14,-1.22,,-1.48,-0.91,-0.38,-0.44 +13157,13157,"Jackson County, Georgia",Georgia,GA,Jackson,"Jackson County, GA",0.22,0.22,-0.01,,0.85,-1.05,0.11,0.49 +13159,13159,"Jasper County, Georgia",Georgia,GA,Jasper,"Jasper County, GA",-0.39,-0.39,-0.35,,-0.36,-0.85,0.32,-0.32 +13161,13161,"Jeff Davis County, Georgia",Georgia,GA,Jeff Davis,"Jeff Davis County, GA",-1.29,-1.29,-1.13,,-0.61,-0.82,-1.06,-1.16 +13163,13163,"Jefferson County, Georgia",Georgia,GA,Jefferson,"Jefferson County, GA",-1.25,-1.25,-0.93,,-2.37,-0.09,0.24,-1.17 +13165,13165,"Jenkins County, Georgia",Georgia,GA,Jenkins,"Jenkins County, GA",-1.37,,-1.37,,-1.72,-0.50,-0.83, +13167,13167,"Johnson County, Georgia",Georgia,GA,Johnson,"Johnson County, GA",-1.07,-1.07,-1.21,,-1.39,-0.26,-1.04,-0.30 +13169,13169,"Jones County, Georgia",Georgia,GA,Jones,"Jones County, GA",-0.11,-0.11,-0.59,,0.13,-1.24,-0.23,0.85 +13171,13171,"Lamar County, Georgia",Georgia,GA,Lamar,"Lamar County, GA",-0.65,-0.65,-0.53,,-0.20,-0.78,-0.24,-0.69 +13173,13173,"Lanier County, Georgia",Georgia,GA,Lanier,"Lanier County, GA",-1.67,-1.67,-1.89,,-1.33,-0.99,-1.80,-0.60 +13175,13175,"Laurens County, Georgia",Georgia,GA,Laurens,"Laurens County, GA",-0.83,-0.83,-0.93,,-1.33,-0.68,-0.14,-0.21 +13177,13177,"Lee County, Georgia",Georgia,GA,Lee,"Lee County, GA",0.18,0.18,0.34,,0.99,-1.35,0.99,-0.32 +13179,13179,"Liberty County, Georgia",Georgia,GA,Liberty,"Liberty County, GA",-1.22,-1.22,-1.34,,-0.36,-1.24,-1.31,-0.63 +13181,13181,"Lincoln County, Georgia",Georgia,GA,Lincoln,"Lincoln County, GA",,,,,,-0.74,0.65,-0.68 +13183,13183,"Long County, Georgia",Georgia,GA,Long,"Long County, GA",-1.28,-1.28,-1.96,,-0.18,-1.52,-2.48,0.43 +13185,13185,"Lowndes County, Georgia",Georgia,GA,Lowndes,"Lowndes County, GA",-0.91,-0.91,-1.14,,-0.85,-0.99,-0.71,-0.08 +13187,13187,"Lumpkin County, Georgia",Georgia,GA,Lumpkin,"Lumpkin County, GA",-0.09,-0.09,-0.46,,0.27,-0.97,-0.36,0.62 +13189,13189,"McDuffie County, Georgia",Georgia,GA,McDuffie,"McDuffie County, GA",-0.70,-0.70,-1.12,,-2.01,-0.83,0.23,0.63 +13191,13191,"McIntosh County, Georgia",Georgia,GA,McIntosh,"McIntosh County, GA",-0.74,-0.74,-1.19,,-0.60,-0.79,-1.22,0.43 +13193,13193,"Macon County, Georgia",Georgia,GA,Macon,"Macon County, GA",-2.21,-2.21,-2.29,,-2.77,-0.87,-1.43,-1.04 +13195,13195,"Madison County, Georgia",Georgia,GA,Madison,"Madison County, GA",-0.01,-0.01,-0.27,,0.35,-1.13,0.11,0.44 +13197,13197,"Marion County, Georgia",Georgia,GA,Marion,"Marion County, GA",-0.95,-0.95,-1.57,,-1.36,-0.77,-1.31,0.73 +13199,13199,"Meriwether County, Georgia",Georgia,GA,Meriwether,"Meriwether County, GA",-0.89,-0.89,-0.95,,-1.56,-0.71,0.06,-0.29 +13201,13201,"Miller County, Georgia",Georgia,GA,Miller,"Miller County, GA",,,,,,-0.38,0.16,-0.02 +13205,13205,"Mitchell County, Georgia",Georgia,GA,Mitchell,"Mitchell County, GA",-0.84,-0.84,-1.04,,-1.19,-0.76,-0.40,-0.04 +13207,13207,"Monroe County, Georgia",Georgia,GA,Monroe,"Monroe County, GA",-0.12,-0.12,-0.31,,-0.07,-0.94,0.24,0.32 +13209,13209,"Montgomery County, Georgia",Georgia,GA,Montgomery,"Montgomery County, GA",-0.42,,-0.42,,0.35,-0.93,-0.37, +13211,13211,"Morgan County, Georgia",Georgia,GA,Morgan,"Morgan County, GA",0.55,0.55,0.49,,0.70,-0.43,0.70,0.41 +13213,13213,"Murray County, Georgia",Georgia,GA,Murray,"Murray County, GA",-0.44,-0.44,-0.72,,0.59,-1.41,-0.75,0.14 +13215,13215,"Muscogee County, Georgia",Georgia,GA,Muscogee,"Muscogee County, GA",-1.53,-1.53,-1.27,,-1.40,-0.84,-0.62,-1.40 +13217,13217,"Newton County, Georgia",Georgia,GA,Newton,"Newton County, GA",-1.07,-1.07,-1.00,,-1.33,-1.25,0.24,-0.70 +13219,13219,"Oconee County, Georgia",Georgia,GA,Oconee,"Oconee County, GA",1.17,1.17,1.14,,1.45,-0.68,1.57,0.70 +13221,13221,"Oglethorpe County, Georgia",Georgia,GA,Oglethorpe,"Oglethorpe County, GA",-0.60,-0.60,-0.48,,-0.24,-1.05,0.15,-0.65 +13223,13223,"Paulding County, Georgia",Georgia,GA,Paulding,"Paulding County, GA",-0.01,-0.01,-0.31,,0.53,-1.50,0.22,0.51 +13225,13225,"Peach County, Georgia",Georgia,GA,Peach,"Peach County, GA",-1.36,-1.36,-0.97,,-1.32,-0.76,-0.16,-1.55 +13227,13227,"Pickens County, Georgia",Georgia,GA,Pickens,"Pickens County, GA",0.18,0.18,0.06,,0.69,-0.83,0.20,0.26 +13229,13229,"Pierce County, Georgia",Georgia,GA,Pierce,"Pierce County, GA",-0.62,-0.62,-0.83,,-0.91,-0.79,-0.21,0.11 +13231,13231,"Pike County, Georgia",Georgia,GA,Pike,"Pike County, GA",0.69,0.69,0.42,,1.17,-0.78,0.46,0.84 +13233,13233,"Polk County, Georgia",Georgia,GA,Polk,"Polk County, GA",-1.13,-1.13,-0.80,,-0.31,-0.97,-0.52,-1.42 +13235,13235,"Pulaski County, Georgia",Georgia,GA,Pulaski,"Pulaski County, GA",-2.87,-2.87,-2.52,,-2.84,-0.68,-2.00,-2.38 +13237,13237,"Putnam County, Georgia",Georgia,GA,Putnam,"Putnam County, GA",-1.05,-1.05,-0.63,,-0.54,-0.74,-0.18,-1.52 +13239,13239,"Quitman County, Georgia",Georgia,GA,Quitman,"Quitman County, GA",-1.22,-1.22,-1.34,,-2.20,0.11,-0.91,-0.34 +13241,13241,"Rabun County, Georgia",Georgia,GA,Rabun,"Rabun County, GA",0.32,0.32,0.15,,0.49,-0.02,-0.17,0.48 +13243,13243,"Randolph County, Georgia",Georgia,GA,Randolph,"Randolph County, GA",-2.16,-2.16,-2.47,,-3.90,-0.28,-1.33,-0.38 +13245,13245,"Richmond County, Georgia",Georgia,GA,Richmond,"Richmond County, GA",-1.66,-1.66,-1.63,,-2.35,-0.96,-0.38,-0.92 +13247,13247,"Rockdale County, Georgia",Georgia,GA,Rockdale,"Rockdale County, GA",-0.74,-0.74,-0.70,,-0.98,-0.98,0.30,-0.46 +13249,13249,"Schley County, Georgia",Georgia,GA,Schley,"Schley County, GA",-0.80,-0.80,-1.18,,-0.81,-0.71,-1.07,0.28 +13251,13251,"Screven County, Georgia",Georgia,GA,Screven,"Screven County, GA",-1.04,-1.04,-0.91,,-1.53,-0.23,-0.32,-0.80 +13253,13253,"Seminole County, Georgia",Georgia,GA,Seminole,"Seminole County, GA",-1.00,-1.00,-1.23,,-1.43,-0.40,-0.91,-0.07 +13255,13255,"Spalding County, Georgia",Georgia,GA,Spalding,"Spalding County, GA",-1.30,-1.30,-0.94,,-1.13,-0.93,-0.10,-1.48 +13257,13257,"Stephens County, Georgia",Georgia,GA,Stephens,"Stephens County, GA",-0.44,-0.44,-0.41,,0.22,-0.59,-0.55,-0.43 +13259,13259,"Stewart County, Georgia",Georgia,GA,Stewart,"Stewart County, GA",,,,,,-0.23,-0.38,1.02 +13261,13261,"Sumter County, Georgia",Georgia,GA,Sumter,"Sumter County, GA",-2.39,-2.39,-1.75,,-2.68,-0.62,-0.64,-2.61 +13263,13263,"Talbot County, Georgia",Georgia,GA,Talbot,"Talbot County, GA",-0.48,-0.48,-0.96,,-1.51,-0.44,-0.25,0.82 +13265,13265,"Taliaferro County, Georgia",Georgia,GA,Taliaferro,"Taliaferro County, GA",-0.38,-0.38,-0.36,,-1.88,0.98,-0.01,-0.04 +13267,13267,"Tattnall County, Georgia",Georgia,GA,Tattnall,"Tattnall County, GA",-0.96,-0.96,-1.72,,-0.52,-1.06,-2.10,0.86 +13269,13269,"Taylor County, Georgia",Georgia,GA,Taylor,"Taylor County, GA",-0.60,-0.60,-0.79,,-0.33,-0.57,-0.84,-0.04 +13271,13271,"Telfair County, Georgia",Georgia,GA,Telfair,"Telfair County, GA",-1.89,-1.89,-2.42,,-2.02,-0.71,-2.51,-0.06 +13273,13273,"Terrell County, Georgia",Georgia,GA,Terrell,"Terrell County, GA",-0.99,-0.99,-0.73,,-1.93,-0.28,0.45,-0.94 +13275,13275,"Thomas County, Georgia",Georgia,GA,Thomas,"Thomas County, GA",-0.62,-0.62,-0.55,,-1.04,-0.36,0.08,-0.42 +13277,13277,"Tift County, Georgia",Georgia,GA,Tift,"Tift County, GA",-1.47,-1.47,-1.11,,-1.19,-0.78,-0.52,-1.63 +13279,13279,"Toombs County, Georgia",Georgia,GA,Toombs,"Toombs County, GA",-1.02,-1.02,-0.89,,-0.95,-0.58,-0.48,-0.88 +13281,13281,"Towns County, Georgia",Georgia,GA,Towns,"Towns County, GA",0.49,0.49,0.52,,0.43,-0.27,0.85,0.22 +13283,13283,"Treutlen County, Georgia",Georgia,GA,Treutlen,"Treutlen County, GA",-0.43,-0.43,-0.86,,-0.30,-0.81,-0.79,0.57 +13285,13285,"Troup County, Georgia",Georgia,GA,Troup,"Troup County, GA",-0.88,-0.88,-1.02,,-1.37,-0.66,-0.30,-0.16 +13287,13287,"Turner County, Georgia",Georgia,GA,Turner,"Turner County, GA",-2.26,-2.26,-0.96,,-1.94,-0.54,0.23,-3.94 +13289,13289,"Twiggs County, Georgia",Georgia,GA,Twiggs,"Twiggs County, GA",-1.40,-1.40,-1.90,,-2.96,-0.94,-0.40,0.43 +13291,13291,"Union County, Georgia",Georgia,GA,Union,"Union County, GA",0.20,0.20,0.08,,0.15,-0.37,0.31,0.36 +13293,13293,"Upson County, Georgia",Georgia,GA,Upson,"Upson County, GA",-0.59,-0.59,-0.66,,-0.72,-0.87,0.04,-0.17 +13295,13295,"Walker County, Georgia",Georgia,GA,Walker,"Walker County, GA",-1.02,-1.02,-0.71,,0.07,-0.97,-0.68,-1.36 +13297,13297,"Walton County, Georgia",Georgia,GA,Walton,"Walton County, GA",-0.34,-0.34,-0.31,,-0.14,-1.05,0.39,-0.29 +13299,13299,"Ware County, Georgia",Georgia,GA,Ware,"Ware County, GA",-1.28,-1.28,-1.21,,-1.46,-0.54,-0.71,-0.85 +13301,13301,"Warren County, Georgia",Georgia,GA,Warren,"Warren County, GA",-1.27,-1.27,-0.84,,-2.05,-0.04,0.10,-1.48 +13303,13303,"Washington County, Georgia",Georgia,GA,Washington,"Washington County, GA",-1.00,-1.00,-1.10,,-2.12,-0.35,-0.08,-0.20 +13305,13305,"Wayne County, Georgia",Georgia,GA,Wayne,"Wayne County, GA",-1.14,-1.14,-0.72,,-0.13,-0.90,-0.58,-1.65 +13307,13307,"Webster County, Georgia",Georgia,GA,Webster,"Webster County, GA",-0.55,-0.55,-1.11,,-0.48,-1.10,-0.87,0.77 +13309,13309,"Wheeler County, Georgia",Georgia,GA,Wheeler,"Wheeler County, GA",-1.48,-1.48,-2.27,,-0.87,-1.05,-2.92,0.62 +13311,13311,"White County, Georgia",Georgia,GA,White,"White County, GA",-0.09,-0.09,-0.37,,0.39,-0.96,-0.28,0.42 +13313,13313,"Whitfield County, Georgia",Georgia,GA,Whitfield,"Whitfield County, GA",-0.41,-0.41,-0.60,,0.52,-1.13,-0.71,0.00 +13315,13315,"Wilcox County, Georgia",Georgia,GA,Wilcox,"Wilcox County, GA",-1.21,-1.21,-1.53,,-0.96,-0.54,-1.80,-0.14 +13317,13317,"Wilkes County, Georgia",Georgia,GA,Wilkes,"Wilkes County, GA",-0.82,-0.82,-0.53,,-1.56,-0.21,0.44,-0.92 +13319,13319,"Wilkinson County, Georgia",Georgia,GA,Wilkinson,"Wilkinson County, GA",-0.48,-0.48,-0.83,,-1.68,-0.55,0.27,0.60 +13321,13321,"Worth County, Georgia",Georgia,GA,Worth,"Worth County, GA",-0.61,-0.61,-0.54,,-0.12,-1.02,-0.10,-0.58 +15001,15001,"Hawaii County, Hawaii",Hawaii,HI,Hawaii,"Hawaii County, HI",-0.55,-0.55,-0.70,,-0.63,-0.51,-0.44,-0.02 +15003,15003,"Honolulu County, Hawaii",Hawaii,HI,Honolulu,"Honolulu County, HI",0.00,0.00,-0.08,,0.66,-0.82,-0.05,0.03 +15005,15005,"Kalawao County, Hawaii",Hawaii,HI,Kalawao,"Kalawao County, HI",,,,,,,, +15007,15007,"Kauai County, Hawaii",Hawaii,HI,Kauai,"Kauai County, HI",-0.14,-0.14,-0.06,,0.33,-0.44,-0.08,-0.31 +15009,15009,"Maui County, Hawaii",Hawaii,HI,Maui,"Maui County, HI",-0.57,-0.57,-0.66,,-0.18,-0.63,-0.66,-0.20 +16001,16001,"Ada County, Idaho",Idaho,ID,Ada,"Ada County, ID",0.44,0.44,0.48,,0.72,-0.33,0.58,0.12 +16003,16003,"Adams County, Idaho",Idaho,ID,Adams,"Adams County, ID",0.75,0.75,0.50,,0.35,0.65,0.05,0.96 +16005,16005,"Bannock County, Idaho",Idaho,ID,Bannock,"Bannock County, ID",0.31,0.31,0.36,,0.66,-0.19,0.26,-0.01 +16007,16007,"Bear Lake County, Idaho",Idaho,ID,Bear Lake,"Bear Lake County, ID",0.84,0.84,0.77,,1.40,0.08,0.19,0.49 +16009,16009,"Benewah County, Idaho",Idaho,ID,Benewah,"Benewah County, ID",0.21,0.21,0.34,,0.55,0.31,-0.15,-0.24 +16011,16011,"Bingham County, Idaho",Idaho,ID,Bingham,"Bingham County, ID",0.64,0.64,0.49,,0.99,-0.33,0.34,0.61 +16013,16013,"Blaine County, Idaho",Idaho,ID,Blaine,"Blaine County, ID",0.57,0.57,0.63,,0.18,0.71,0.41,0.23 +16015,16015,"Boise County, Idaho",Idaho,ID,Boise,"Boise County, ID",0.40,0.40,0.27,,0.76,-0.04,-0.14,0.41 +16017,16017,"Bonner County, Idaho",Idaho,ID,Bonner,"Bonner County, ID",0.22,0.22,-0.03,,0.03,0.05,-0.19,0.64 +16019,16019,"Bonneville County, Idaho",Idaho,ID,Bonneville,"Bonneville County, ID",0.63,0.63,0.60,,1.14,-0.34,0.45,0.32 +16021,16021,"Boundary County, Idaho",Idaho,ID,Boundary,"Boundary County, ID",0.88,0.88,0.73,,1.60,0.14,-0.13,0.66 +16023,16023,"Butte County, Idaho",Idaho,ID,Butte,"Butte County, ID",1.03,1.03,1.22,,1.28,1.33,0.07,0.13 +16025,16025,"Camas County, Idaho",Idaho,ID,Camas,"Camas County, ID",0.48,0.48,0.20,,-1.48,0.79,0.96,1.11 +16027,16027,"Canyon County, Idaho",Idaho,ID,Canyon,"Canyon County, ID",-0.04,-0.04,-0.13,,0.43,-0.68,-0.08,0.05 +16029,16029,"Caribou County, Idaho",Idaho,ID,Caribou,"Caribou County, ID",1.39,1.39,1.42,,2.28,0.43,0.40,0.56 +16031,16031,"Cassia County, Idaho",Idaho,ID,Cassia,"Cassia County, ID",0.56,0.56,0.52,,1.14,-0.17,0.14,0.29 +16033,16033,"Clark County, Idaho",Idaho,ID,Clark,"Clark County, ID",,,,,,-0.21,-0.22,1.07 +16035,16035,"Clearwater County, Idaho",Idaho,ID,Clearwater,"Clearwater County, ID",0.29,0.29,0.21,,0.44,0.75,-0.71,0.25 +16037,16037,"Custer County, Idaho",Idaho,ID,Custer,"Custer County, ID",1.30,1.30,1.16,,0.41,1.80,0.28,1.11 +16039,16039,"Elmore County, Idaho",Idaho,ID,Elmore,"Elmore County, ID",0.04,0.04,-0.10,,0.92,-0.45,-0.67,0.14 +16041,16041,"Franklin County, Idaho",Idaho,ID,Franklin,"Franklin County, ID",,,,,,0.07,0.88,0.97 +16043,16043,"Fremont County, Idaho",Idaho,ID,Fremont,"Fremont County, ID",1.05,1.05,0.82,,2.44,-0.14,-0.44,0.82 +16045,16045,"Gem County, Idaho",Idaho,ID,Gem,"Gem County, ID",0.15,0.15,-0.07,,-0.33,-0.54,0.59,0.59 +16047,16047,"Gooding County, Idaho",Idaho,ID,Gooding,"Gooding County, ID",0.60,0.60,0.52,,1.18,-0.10,0.03,0.39 +16049,16049,"Idaho County, Idaho",Idaho,ID,Idaho,"Idaho County, ID",1.03,1.03,0.95,,1.60,0.42,0.05,0.63 +16051,16051,"Jefferson County, Idaho",Idaho,ID,Jefferson,"Jefferson County, ID",1.27,1.27,1.09,,1.82,-0.46,0.96,0.97 +16053,16053,"Jerome County, Idaho",Idaho,ID,Jerome,"Jerome County, ID",0.38,0.38,0.39,,1.49,-0.51,-0.15,0.01 +16055,16055,"Kootenai County, Idaho",Idaho,ID,Kootenai,"Kootenai County, ID",-0.02,-0.02,0.07,,0.47,-0.46,0.10,-0.28 +16057,16057,"Latah County, Idaho",Idaho,ID,Latah,"Latah County, ID",1.07,1.07,1.00,,1.41,0.41,0.34,0.68 +16059,16059,"Lemhi County, Idaho",Idaho,ID,Lemhi,"Lemhi County, ID",0.86,0.86,0.96,,0.81,1.02,0.22,0.25 +16061,16061,"Lewis County, Idaho",Idaho,ID,Lewis,"Lewis County, ID",1.05,1.05,1.02,,0.41,2.12,-0.29,0.70 +16063,16063,"Lincoln County, Idaho",Idaho,ID,Lincoln,"Lincoln County, ID",0.37,0.37,0.47,,1.15,-0.18,0.03,-0.13 +16065,16065,"Madison County, Idaho",Idaho,ID,Madison,"Madison County, ID",1.41,1.41,1.25,,2.32,0.12,0.30,0.96 +16067,16067,"Minidoka County, Idaho",Idaho,ID,Minidoka,"Minidoka County, ID",0.47,0.47,0.28,,0.78,-0.28,0.06,0.56 +16069,16069,"Nez Perce County, Idaho",Idaho,ID,Nez Perce,"Nez Perce County, ID",-0.03,-0.03,-0.25,,-0.49,-0.14,0.01,0.47 +16071,16071,"Oneida County, Idaho",Idaho,ID,Oneida,"Oneida County, ID",1.31,1.31,1.26,,1.33,0.21,1.11,0.82 +16073,16073,"Owyhee County, Idaho",Idaho,ID,Owyhee,"Owyhee County, ID",-0.15,-0.15,-0.43,,-0.02,-0.13,-0.80,0.43 +16075,16075,"Payette County, Idaho",Idaho,ID,Payette,"Payette County, ID",0.38,0.38,0.35,,0.87,-0.30,0.16,0.17 +16077,16077,"Power County, Idaho",Idaho,ID,Power,"Power County, ID",0.62,0.62,0.40,,0.48,-0.18,0.50,0.78 +16079,16079,"Shoshone County, Idaho",Idaho,ID,Shoshone,"Shoshone County, ID",0.09,0.09,0.35,,0.39,0.66,-0.30,-0.55 +16081,16081,"Teton County, Idaho",Idaho,ID,Teton,"Teton County, ID",0.95,0.95,0.86,,0.85,0.07,0.87,0.71 +16083,16083,"Twin Falls County, Idaho",Idaho,ID,Twin Falls,"Twin Falls County, ID",0.17,0.17,0.18,,0.62,-0.25,-0.02,-0.01 +16085,16085,"Valley County, Idaho",Idaho,ID,Valley,"Valley County, ID",0.07,0.07,0.23,,0.70,0.79,-0.94,-0.42 +16087,16087,"Washington County, Idaho",Idaho,ID,Washington,"Washington County, ID",0.43,0.43,0.14,,-0.40,0.13,0.47,0.93 +17001,17001,"Adams County, Illinois",Illinois,IL,Adams,"Adams County, IL",-0.29,-0.29,-0.19,,-0.27,-0.14,-0.07,-0.40 +17003,17003,"Alexander County, Illinois",Illinois,IL,Alexander,"Alexander County, IL",-4.14,-4.14,-1.84,,-3.51,0.13,-0.77,-7.06 +17005,17005,"Bond County, Illinois",Illinois,IL,Bond,"Bond County, IL",-0.01,-0.01,-0.57,,-0.10,-0.15,-0.99,1.10 +17007,17007,"Boone County, Illinois",Illinois,IL,Boone,"Boone County, IL",-0.05,-0.05,-0.38,,0.20,-1.07,-0.02,0.58 +17009,17009,"Brown County, Illinois",Illinois,IL,Brown,"Brown County, IL",-0.02,-0.02,-0.38,,1.27,-0.39,-1.61,0.46 +17011,17011,"Bureau County, Illinois",Illinois,IL,Bureau,"Bureau County, IL",0.27,0.27,0.05,,0.04,-0.01,0.03,0.61 +17013,17013,"Calhoun County, Illinois",Illinois,IL,Calhoun,"Calhoun County, IL",0.47,0.47,0.76,,1.94,0.25,-0.48,-0.58 +17015,17015,"Carroll County, Illinois",Illinois,IL,Carroll,"Carroll County, IL",0.65,0.65,0.39,,0.39,0.28,0.14,0.91 +17017,17017,"Cass County, Illinois",Illinois,IL,Cass,"Cass County, IL",-0.17,-0.17,-0.17,,-0.12,0.23,-0.50,-0.14 +17019,17019,"Champaign County, Illinois",Illinois,IL,Champaign,"Champaign County, IL",-1.02,-1.02,-0.65,,-0.23,-0.56,-0.67,-1.45 +17021,17021,"Christian County, Illinois",Illinois,IL,Christian,"Christian County, IL",-0.27,-0.27,-0.56,,-0.56,-0.25,-0.48,0.46 +17023,17023,"Clark County, Illinois",Illinois,IL,Clark,"Clark County, IL",0.02,0.02,0.09,,-0.18,0.17,0.12,-0.12 +17025,17025,"Clay County, Illinois",Illinois,IL,Clay,"Clay County, IL",0.27,0.27,-0.15,,-0.31,0.20,-0.27,1.07 +17027,17027,"Clinton County, Illinois",Illinois,IL,Clinton,"Clinton County, IL",0.27,0.27,0.06,,0.93,-0.63,-0.19,0.46 +17029,17029,"Coles County, Illinois",Illinois,IL,Coles,"Coles County, IL",-0.44,-0.44,-0.64,,-0.18,-0.36,-0.87,0.09 +17031,17031,"Cook County, Illinois",Illinois,IL,Cook,"Cook County, IL",-1.24,-1.24,-0.77,,-0.48,-0.79,-0.48,-1.76 +17033,17033,"Crawford County, Illinois",Illinois,IL,Crawford,"Crawford County, IL",0.05,0.05,0.24,,0.60,0.25,-0.33,-0.46 +17035,17035,"Cumberland County, Illinois",Illinois,IL,Cumberland,"Cumberland County, IL",-0.01,-0.01,-0.14,,-0.33,-0.09,0.03,0.28 +17037,17037,"DeKalb County, Illinois",Illinois,IL,DeKalb,"DeKalb County, IL",-0.23,-0.23,-0.25,,-0.14,-0.64,0.14,-0.12 +17039,17039,"De Witt County, Illinois",Illinois,IL,De Witt,"De Witt County, IL",0.12,0.12,-0.06,,0.39,-0.13,-0.41,0.35 +17041,17041,"Douglas County, Illinois",Illinois,IL,Douglas,"Douglas County, IL",0.22,0.22,0.25,,0.57,0.33,-0.35,-0.03 +17043,17043,"DuPage County, Illinois",Illinois,IL,DuPage,"DuPage County, IL",0.68,0.68,0.40,,1.34,-0.69,0.19,0.82 +17045,17045,"Edgar County, Illinois",Illinois,IL,Edgar,"Edgar County, IL",-0.14,-0.14,-0.06,,-0.09,0.45,-0.50,-0.28 +17047,17047,"Edwards County, Illinois",Illinois,IL,Edwards,"Edwards County, IL",0.32,0.32,0.53,,0.11,0.38,0.57,-0.21 +17049,17049,"Effingham County, Illinois",Illinois,IL,Effingham,"Effingham County, IL",0.45,0.45,0.32,,0.37,-0.09,0.34,0.52 +17051,17051,"Fayette County, Illinois",Illinois,IL,Fayette,"Fayette County, IL",-0.35,-0.35,-0.68,,-0.62,-0.18,-0.73,0.48 +17053,17053,"Ford County, Illinois",Illinois,IL,Ford,"Ford County, IL",0.04,0.04,-0.01,,0.01,0.03,-0.10,0.08 +17055,17055,"Franklin County, Illinois",Illinois,IL,Franklin,"Franklin County, IL",-0.42,-0.42,-0.37,,-0.46,-0.23,-0.19,-0.35 +17057,17057,"Fulton County, Illinois",Illinois,IL,Fulton,"Fulton County, IL",-0.24,-0.24,-0.46,,-0.49,-0.09,-0.47,0.32 +17059,17059,"Gallatin County, Illinois",Illinois,IL,Gallatin,"Gallatin County, IL",-0.19,-0.19,-0.34,,-0.86,0.27,-0.22,0.26 +17061,17061,"Greene County, Illinois",Illinois,IL,Greene,"Greene County, IL",-0.23,-0.23,-0.45,,-0.03,-0.15,-0.80,0.24 +17063,17063,"Grundy County, Illinois",Illinois,IL,Grundy,"Grundy County, IL",0.55,0.55,0.22,,1.07,-0.51,-0.09,0.86 +17065,17065,"Hamilton County, Illinois",Illinois,IL,Hamilton,"Hamilton County, IL",1.11,1.11,0.82,,1.69,0.35,-0.22,1.08 +17067,17067,"Hancock County, Illinois",Illinois,IL,Hancock,"Hancock County, IL",0.73,0.73,0.40,,0.37,0.46,0.00,1.11 +17069,17069,"Hardin County, Illinois",Illinois,IL,Hardin,"Hardin County, IL",-0.21,-0.21,-0.26,,0.56,-0.60,-0.54,-0.16 +17071,17071,"Henderson County, Illinois",Illinois,IL,Henderson,"Henderson County, IL",-1.53,-1.53,-1.14,,-1.97,-0.11,-0.52,-1.60 +17073,17073,"Henry County, Illinois",Illinois,IL,Henry,"Henry County, IL",0.64,0.64,0.47,,1.08,-0.35,0.25,0.63 +17075,17075,"Iroquois County, Illinois",Illinois,IL,Iroquois,"Iroquois County, IL",0.29,0.29,0.03,,0.30,0.09,-0.36,0.66 +17077,17077,"Jackson County, Illinois",Illinois,IL,Jackson,"Jackson County, IL",-1.14,-1.14,-0.82,,-0.39,-0.36,-1.04,-1.44 +17079,17079,"Jasper County, Illinois",Illinois,IL,Jasper,"Jasper County, IL",0.38,0.38,0.16,,1.61,-0.03,-1.13,0.41 +17081,17081,"Jefferson County, Illinois",Illinois,IL,Jefferson,"Jefferson County, IL",-1.03,-1.03,-0.41,,-0.50,0.04,-0.48,-1.93 +17083,17083,"Jersey County, Illinois",Illinois,IL,Jersey,"Jersey County, IL",-0.12,-0.12,-0.46,,-0.07,-0.77,-0.22,0.59 +17085,17085,"Jo Daviess County, Illinois",Illinois,IL,Jo Daviess,"Jo Daviess County, IL",0.45,0.45,0.27,,0.20,0.13,0.19,0.63 +17087,17087,"Johnson County, Illinois",Illinois,IL,Johnson,"Johnson County, IL",-0.09,-0.09,-0.16,,0.57,-0.31,-0.61,-0.03 +17089,17089,"Kane County, Illinois",Illinois,IL,Kane,"Kane County, IL",0.05,0.05,-0.22,,0.72,-1.10,-0.14,0.44 +17091,17091,"Kankakee County, Illinois",Illinois,IL,Kankakee,"Kankakee County, IL",-0.74,-0.74,-0.78,,-0.49,-0.81,-0.46,-0.39 +17093,17093,"Kendall County, Illinois",Illinois,IL,Kendall,"Kendall County, IL",0.30,0.30,-0.05,,1.22,-1.26,-0.10,0.73 +17095,17095,"Knox County, Illinois",Illinois,IL,Knox,"Knox County, IL",-0.69,-0.69,-0.68,,-0.95,-0.23,-0.38,-0.40 +17097,17097,"Lake County, Illinois",Illinois,IL,Lake,"Lake County, IL",0.28,0.28,0.08,,0.89,-0.89,0.12,0.47 +17099,17099,"LaSalle County, Illinois",Illinois,IL,LaSalle,"LaSalle County, IL",0.01,0.01,-0.34,,0.07,-0.46,-0.39,0.68 +17101,17101,"Lawrence County, Illinois",Illinois,IL,Lawrence,"Lawrence County, IL",-0.01,-0.01,-0.41,,0.49,-0.19,-1.15,0.69 +17103,17103,"Lee County, Illinois",Illinois,IL,Lee,"Lee County, IL",0.17,0.17,-0.20,,0.14,-0.32,-0.30,0.82 +17105,17105,"Livingston County, Illinois",Illinois,IL,Livingston,"Livingston County, IL",-0.37,-0.37,-0.57,,-0.59,-0.15,-0.54,0.18 +17107,17107,"Logan County, Illinois",Illinois,IL,Logan,"Logan County, IL",-0.58,-0.58,-0.70,,-0.72,-0.19,-0.66,-0.10 +17109,17109,"McDonough County, Illinois",Illinois,IL,McDonough,"McDonough County, IL",-0.35,-0.35,-0.55,,0.07,-0.13,-1.12,0.12 +17111,17111,"McHenry County, Illinois",Illinois,IL,McHenry,"McHenry County, IL",0.55,0.55,0.25,,1.34,-1.05,0.21,0.79 +17113,17113,"McLean County, Illinois",Illinois,IL,McLean,"McLean County, IL",-0.09,-0.09,-0.02,,0.88,-0.53,-0.39,-0.37 +17115,17115,"Macon County, Illinois",Illinois,IL,Macon,"Macon County, IL",-0.88,-0.88,-0.81,,-1.04,-0.51,-0.31,-0.63 +17117,17117,"Macoupin County, Illinois",Illinois,IL,Macoupin,"Macoupin County, IL",0.08,0.08,-0.10,,0.16,-0.25,-0.18,0.38 +17119,17119,"Madison County, Illinois",Illinois,IL,Madison,"Madison County, IL",-0.23,-0.23,-0.38,,-0.16,-0.65,-0.09,0.14 +17121,17121,"Marion County, Illinois",Illinois,IL,Marion,"Marion County, IL",-0.25,-0.25,-0.23,,-0.36,0.12,-0.31,-0.20 +17123,17123,"Marshall County, Illinois",Illinois,IL,Marshall,"Marshall County, IL",0.81,0.81,0.84,,0.97,0.16,0.63,0.38 +17125,17125,"Mason County, Illinois",Illinois,IL,Mason,"Mason County, IL",-0.33,-0.33,-0.10,,-0.22,0.17,-0.23,-0.68 +17127,17127,"Massac County, Illinois",Illinois,IL,Massac,"Massac County, IL",-0.29,-0.29,-0.18,,-0.13,-0.15,-0.18,-0.43 +17129,17129,"Menard County, Illinois",Illinois,IL,Menard,"Menard County, IL",0.68,0.68,0.34,,0.61,-0.05,0.13,1.07 +17131,17131,"Mercer County, Illinois",Illinois,IL,Mercer,"Mercer County, IL",0.63,0.63,0.69,,0.95,0.03,0.47,0.16 +17133,17133,"Monroe County, Illinois",Illinois,IL,Monroe,"Monroe County, IL",1.09,1.09,0.83,,1.63,-0.57,0.68,1.05 +17135,17135,"Montgomery County, Illinois",Illinois,IL,Montgomery,"Montgomery County, IL",-0.27,-0.27,-0.29,,-0.06,-0.05,-0.55,-0.17 +17137,17137,"Morgan County, Illinois",Illinois,IL,Morgan,"Morgan County, IL",-0.14,-0.14,-0.40,,-0.32,-0.03,-0.55,0.43 +17139,17139,"Moultrie County, Illinois",Illinois,IL,Moultrie,"Moultrie County, IL",0.44,0.44,0.13,,0.85,-0.28,-0.30,0.79 +17141,17141,"Ogle County, Illinois",Illinois,IL,Ogle,"Ogle County, IL",0.42,0.42,0.06,,0.53,-0.57,0.11,0.94 +17143,17143,"Peoria County, Illinois",Illinois,IL,Peoria,"Peoria County, IL",-1.08,-1.08,-0.67,,-1.00,-0.41,-0.16,-1.45 +17145,17145,"Perry County, Illinois",Illinois,IL,Perry,"Perry County, IL",-0.13,-0.13,-0.44,,-0.42,-0.19,-0.41,0.56 +17147,17147,"Piatt County, Illinois",Illinois,IL,Piatt,"Piatt County, IL",0.79,0.79,0.76,,1.20,-0.13,0.54,0.42 +17149,17149,"Pike County, Illinois",Illinois,IL,Pike,"Pike County, IL",0.83,0.83,0.55,,1.02,0.42,-0.23,0.97 +17151,17151,"Pope County, Illinois",Illinois,IL,Pope,"Pope County, IL",-0.91,-0.91,-1.04,,-1.17,-0.29,-0.86,-0.23 +17153,17153,"Pulaski County, Illinois",Illinois,IL,Pulaski,"Pulaski County, IL",-0.77,-0.77,-0.47,,-1.68,0.95,-0.38,-0.93 +17155,17155,"Putnam County, Illinois",Illinois,IL,Putnam,"Putnam County, IL",0.25,0.25,-0.32,,0.67,0.13,-1.42,1.17 +17157,17157,"Randolph County, Illinois",Illinois,IL,Randolph,"Randolph County, IL",0.08,0.08,-0.24,,0.08,-0.15,-0.47,0.67 +17159,17159,"Richland County, Illinois",Illinois,IL,Richland,"Richland County, IL",0.04,0.04,0.23,,0.10,0.20,0.12,-0.39 +17161,17161,"Rock Island County, Illinois",Illinois,IL,Rock Island,"Rock Island County, IL",-0.33,-0.33,-0.18,,-0.48,0.29,-0.26,-0.51 +17163,17163,"St. Clair County, Illinois",Illinois,IL,St. Clair,"St. Clair County, IL",-1.65,-1.65,-0.88,,-0.95,-0.78,-0.27,-2.60 +17165,17165,"Saline County, Illinois",Illinois,IL,Saline,"Saline County, IL",-0.54,-0.54,-0.52,,-0.71,-0.09,-0.39,-0.36 +17167,17167,"Sangamon County, Illinois",Illinois,IL,Sangamon,"Sangamon County, IL",-1.45,-1.45,-0.38,,-0.75,-0.26,0.07,-3.08 +17169,17169,"Schuyler County, Illinois",Illinois,IL,Schuyler,"Schuyler County, IL",0.51,0.51,0.32,,-0.44,1.43,-0.33,0.78 +17171,17171,"Scott County, Illinois",Illinois,IL,Scott,"Scott County, IL",0.48,0.48,0.09,,-0.49,0.61,-0.01,1.17 +17173,17173,"Shelby County, Illinois",Illinois,IL,Shelby,"Shelby County, IL",0.39,0.39,0.01,,0.31,-0.18,-0.15,0.98 +17175,17175,"Stark County, Illinois",Illinois,IL,Stark,"Stark County, IL",0.76,0.76,0.58,,0.89,0.21,0.13,0.76 +17177,17177,"Stephenson County, Illinois",Illinois,IL,Stephenson,"Stephenson County, IL",-0.41,-0.41,-0.81,,-1.42,-0.23,-0.22,0.71 +17179,17179,"Tazewell County, Illinois",Illinois,IL,Tazewell,"Tazewell County, IL",0.07,0.07,-0.01,,0.66,-0.73,0.00,0.08 +17181,17181,"Union County, Illinois",Illinois,IL,Union,"Union County, IL",0.11,0.11,0.05,,0.16,-0.06,-0.04,0.15 +17183,17183,"Vermilion County, Illinois",Illinois,IL,Vermilion,"Vermilion County, IL",-1.71,-1.71,-1.29,,-1.37,-0.69,-0.82,-1.86 +17185,17185,"Wabash County, Illinois",Illinois,IL,Wabash,"Wabash County, IL",0.38,0.38,0.31,,0.76,0.18,-0.29,0.28 +17187,17187,"Warren County, Illinois",Illinois,IL,Warren,"Warren County, IL",-0.09,-0.09,0.07,,0.27,0.05,-0.19,-0.45 +17189,17189,"Washington County, Illinois",Illinois,IL,Washington,"Washington County, IL",-0.10,-0.10,0.23,,0.32,-0.16,0.28,-0.81 +17191,17191,"Wayne County, Illinois",Illinois,IL,Wayne,"Wayne County, IL",0.46,0.46,0.57,,0.85,0.55,-0.15,-0.05 +17193,17193,"White County, Illinois",Illinois,IL,White,"White County, IL",0.12,0.12,0.11,,-0.06,0.27,-0.02,0.07 +17195,17195,"Whiteside County, Illinois",Illinois,IL,Whiteside,"Whiteside County, IL",-0.05,-0.05,-0.27,,-0.21,-0.32,-0.11,0.42 +17197,17197,"Will County, Illinois",Illinois,IL,Will,"Will County, IL",0.12,0.12,-0.11,,0.93,-1.21,-0.01,0.40 +17199,17199,"Williamson County, Illinois",Illinois,IL,Williamson,"Williamson County, IL",-0.22,-0.22,-0.48,,-0.41,-0.40,-0.30,0.41 +17201,17201,"Winnebago County, Illinois",Illinois,IL,Winnebago,"Winnebago County, IL",-1.79,-1.79,-0.84,,-1.08,-0.86,-0.01,-3.03 +17203,17203,"Woodford County, Illinois",Illinois,IL,Woodford,"Woodford County, IL",0.78,0.78,0.51,,1.08,-0.58,0.55,0.93 +18001,18001,"Adams County, Indiana",Indiana,IN,Adams,"Adams County, IN",0.80,,0.80,,1.39,0.04,0.27, +18003,18003,"Allen County, Indiana",Indiana,IN,Allen,"Allen County, IN",-0.10,-0.10,-0.04,,-0.08,-0.58,0.46,-0.19 +18005,18005,"Bartholomew County, Indiana",Indiana,IN,Bartholomew,"Bartholomew County, IN",0.38,0.38,0.24,,0.47,-0.35,0.33,0.47 +18007,18007,"Benton County, Indiana",Indiana,IN,Benton,"Benton County, IN",0.60,,0.60,,0.09,0.68,0.46, +18009,18009,"Blackford County, Indiana",Indiana,IN,Blackford,"Blackford County, IN",0.35,0.35,0.00,,-0.13,-0.09,0.14,0.96 +18011,18011,"Boone County, Indiana",Indiana,IN,Boone,"Boone County, IN",1.24,1.24,1.08,,1.36,-0.38,1.27,1.00 +18013,18013,"Brown County, Indiana",Indiana,IN,Brown,"Brown County, IN",0.54,0.54,0.21,,-0.47,-0.16,0.94,1.11 +18015,18015,"Carroll County, Indiana",Indiana,IN,Carroll,"Carroll County, IN",0.61,0.61,0.37,,0.50,-0.13,0.37,0.82 +18017,18017,"Cass County, Indiana",Indiana,IN,Cass,"Cass County, IN",0.28,0.28,-0.06,,-0.26,-0.26,0.29,0.92 +18019,18019,"Clark County, Indiana",Indiana,IN,Clark,"Clark County, IN",-0.61,-0.61,-0.07,,0.06,-0.78,0.46,-1.52 +18021,18021,"Clay County, Indiana",Indiana,IN,Clay,"Clay County, IN",-0.09,-0.09,0.33,,0.60,-0.19,0.25,-1.00 +18023,18023,"Clinton County, Indiana",Indiana,IN,Clinton,"Clinton County, IN",0.36,0.36,0.28,,0.40,-0.15,0.29,0.34 +18025,18025,"Crawford County, Indiana",Indiana,IN,Crawford,"Crawford County, IN",0.39,0.39,0.25,,-0.09,-0.01,0.54,0.57 +18027,18027,"Daviess County, Indiana",Indiana,IN,Daviess,"Daviess County, IN",0.50,0.50,0.39,,1.16,-0.13,-0.19,0.39 +18029,18029,"Dearborn County, Indiana",Indiana,IN,Dearborn,"Dearborn County, IN",0.85,0.85,0.63,,0.41,-0.32,1.14,0.99 +18031,18031,"Decatur County, Indiana",Indiana,IN,Decatur,"Decatur County, IN",0.15,,0.15,,0.01,-0.06,0.30, +18033,18033,"DeKalb County, Indiana",Indiana,IN,DeKalb,"De Kalb County, IN",0.43,0.43,0.23,,0.45,-0.24,0.22,0.63 +18035,18035,"Delaware County, Indiana",Indiana,IN,Delaware,"Delaware County, IN",-0.28,-0.28,-0.30,,-0.20,-0.42,-0.11,-0.14 +18037,18037,"Dubois County, Indiana",Indiana,IN,Dubois,"Dubois County, IN",0.70,0.70,1.10,,1.07,0.23,1.02,-0.46 +18039,18039,"Elkhart County, Indiana",Indiana,IN,Elkhart,"Elkhart County, IN",-0.34,-0.34,-0.14,,0.14,-0.52,0.00,-0.69 +18041,18041,"Fayette County, Indiana",Indiana,IN,Fayette,"Fayette County, IN",-0.40,,-0.40,,-0.95,-0.14,0.10, +18043,18043,"Floyd County, Indiana",Indiana,IN,Floyd,"Floyd County, IN",0.30,0.30,0.17,,0.00,-0.61,0.84,0.48 +18045,18045,"Fountain County, Indiana",Indiana,IN,Fountain,"Fountain County, IN",0.33,,0.33,,-0.10,0.16,0.54, +18047,18047,"Franklin County, Indiana",Indiana,IN,Franklin,"Franklin County, IN",0.95,0.95,0.70,,0.80,-0.24,0.86,1.06 +18049,18049,"Fulton County, Indiana",Indiana,IN,Fulton,"Fulton County, IN",0.67,0.67,0.45,,0.33,0.12,0.46,0.86 +18051,18051,"Gibson County, Indiana",Indiana,IN,Gibson,"Gibson County, IN",0.68,0.68,0.57,,0.75,-0.13,0.53,0.59 +18053,18053,"Grant County, Indiana",Indiana,IN,Grant,"Grant County, IN",-0.54,-0.54,-0.80,,-1.46,-0.31,-0.09,0.33 +18055,18055,"Greene County, Indiana",Indiana,IN,Greene,"Greene County, IN",0.49,0.49,0.10,,0.29,0.02,-0.13,1.06 +18057,18057,"Hamilton County, Indiana",Indiana,IN,Hamilton,"Hamilton County, IN",1.40,1.40,1.23,,1.76,-0.65,1.46,1.08 +18059,18059,"Hancock County, Indiana",Indiana,IN,Hancock,"Hancock County, IN",0.90,0.90,0.69,,0.92,-0.51,0.97,0.92 +18061,18061,"Harrison County, Indiana",Indiana,IN,Harrison,"Harrison County, IN",0.66,0.66,0.47,,0.43,-0.15,0.65,0.79 +18063,18063,"Hendricks County, Indiana",Indiana,IN,Hendricks,"Hendricks County, IN",0.58,0.58,0.52,,0.83,-0.83,1.02,0.40 +18065,18065,"Henry County, Indiana",Indiana,IN,Henry,"Henry County, IN",0.15,0.15,-0.31,,-0.62,-0.21,0.06,1.10 +18067,18067,"Howard County, Indiana",Indiana,IN,Howard,"Howard County, IN",-0.11,-0.11,-0.09,,-0.53,-0.40,0.59,-0.03 +18069,18069,"Huntington County, Indiana",Indiana,IN,Huntington,"Huntington County, IN",0.77,0.77,0.66,,0.95,0.04,0.39,0.62 +18071,18071,"Jackson County, Indiana",Indiana,IN,Jackson,"Jackson County, IN",0.23,0.23,0.28,,0.32,-0.10,0.31,0.01 +18073,18073,"Jasper County, Indiana",Indiana,IN,Jasper,"Jasper County, IN",0.13,,0.13,,0.19,-0.28,0.28, +18075,18075,"Jay County, Indiana",Indiana,IN,Jay,"Jay County, IN",0.59,0.59,0.43,,0.22,0.55,0.11,0.68 +18077,18077,"Jefferson County, Indiana",Indiana,IN,Jefferson,"Jefferson County, IN",-0.43,,-0.43,,-1.18,0.01,0.12, +18079,18079,"Jennings County, Indiana",Indiana,IN,Jennings,"Jennings County, IN",-0.12,-0.12,0.03,,0.32,-0.53,0.20,-0.46 +18081,18081,"Johnson County, Indiana",Indiana,IN,Johnson,"Johnson County, IN",0.17,0.17,0.22,,0.50,-0.72,0.59,-0.06 +18083,18083,"Knox County, Indiana",Indiana,IN,Knox,"Knox County, IN",0.44,0.44,0.17,,0.26,-0.08,0.12,0.82 +18085,18085,"Kosciusko County, Indiana",Indiana,IN,Kosciusko,"Kosciusko County, IN",0.14,0.14,0.17,,0.42,-0.37,0.25,-0.04 +18087,18087,"LaGrange County, Indiana",Indiana,IN,LaGrange,"Lagrange County, IN",0.80,0.80,0.49,,1.77,0.09,-0.73,0.88 +18089,18089,"Lake County, Indiana",Indiana,IN,Lake,"Lake County, IN",-0.82,-0.82,-0.56,,-0.96,-0.74,0.34,-0.96 +18091,18091,"LaPorte County, Indiana",Indiana,IN,LaPorte,"La Porte County, IN",-0.19,-0.19,-0.41,,-0.58,-0.46,0.06,0.37 +18093,18093,"Lawrence County, Indiana",Indiana,IN,Lawrence,"Lawrence County, IN",-0.06,-0.06,0.04,,0.15,-0.14,0.01,-0.28 +18095,18095,"Madison County, Indiana",Indiana,IN,Madison,"Madison County, IN",-0.16,-0.16,-0.29,,-0.38,-0.58,0.23,0.19 +18097,18097,"Marion County, Indiana",Indiana,IN,Marion,"Marion County, IN",-2.33,-2.33,-0.60,,-1.49,-0.16,0.20,-4.91 +18099,18099,"Marshall County, Indiana",Indiana,IN,Marshall,"Marshall County, IN",0.43,0.43,0.21,,0.26,-0.11,0.24,0.68 +18101,18101,"Martin County, Indiana",Indiana,IN,Martin,"Martin County, IN",0.06,0.06,0.35,,-0.29,0.50,0.45,-0.51 +18103,18103,"Miami County, Indiana",Indiana,IN,Miami,"Miami County, IN",0.16,0.16,-0.12,,0.25,-0.27,-0.27,0.61 +18105,18105,"Monroe County, Indiana",Indiana,IN,Monroe,"Monroe County, IN",-0.07,-0.07,-0.05,,0.34,-0.45,-0.05,-0.16 +18107,18107,"Montgomery County, Indiana",Indiana,IN,Montgomery,"Montgomery County, IN",-0.01,-0.01,0.38,,0.68,0.07,0.05,-0.92 +18109,18109,"Morgan County, Indiana",Indiana,IN,Morgan,"Morgan County, IN",0.17,,0.17,,0.22,-0.44,0.49, +18111,18111,"Newton County, Indiana",Indiana,IN,Newton,"Newton County, IN",0.53,0.53,0.24,,0.67,-0.44,0.24,0.85 +18113,18113,"Noble County, Indiana",Indiana,IN,Noble,"Noble County, IN",0.31,0.31,-0.05,,0.29,-0.36,-0.10,0.89 +18115,18115,"Ohio County, Indiana",Indiana,IN,Ohio,"Ohio County, IN",0.85,,0.85,,0.97,0.17,0.65, +18117,18117,"Orange County, Indiana",Indiana,IN,Orange,"Orange County, IN",0.53,,0.53,,0.29,0.39,0.40, +18119,18119,"Owen County, Indiana",Indiana,IN,Owen,"Owen County, IN",0.44,,0.44,,0.96,0.02,-0.03, +18121,18121,"Parke County, Indiana",Indiana,IN,Parke,"Parke County, IN",0.31,0.31,-0.06,,-0.33,0.28,-0.14,1.00 +18123,18123,"Perry County, Indiana",Indiana,IN,Perry,"Perry County, IN",0.28,0.28,0.07,,0.01,-0.11,0.18,0.60 +18125,18125,"Pike County, Indiana",Indiana,IN,Pike,"Pike County, IN",1.01,1.01,1.08,,1.14,0.23,0.90,0.40 +18127,18127,"Porter County, Indiana",Indiana,IN,Porter,"Porter County, IN",0.50,0.50,0.27,,0.57,-0.74,0.66,0.74 +18129,18129,"Posey County, Indiana",Indiana,IN,Posey,"Posey County, IN",0.56,0.56,0.69,,0.43,-0.10,1.04,0.07 +18131,18131,"Pulaski County, Indiana",Indiana,IN,Pulaski,"Pulaski County, IN",0.76,0.76,0.86,,0.92,0.60,0.32,0.19 +18133,18133,"Putnam County, Indiana",Indiana,IN,Putnam,"Putnam County, IN",0.44,0.44,0.09,,0.27,0.07,-0.19,0.95 +18135,18135,"Randolph County, Indiana",Indiana,IN,Randolph,"Randolph County, IN",0.43,0.43,0.04,,-0.41,0.25,0.17,1.12 +18137,18137,"Ripley County, Indiana",Indiana,IN,Ripley,"Ripley County, IN",0.90,0.90,0.72,,0.70,0.40,0.41,0.88 +18139,18139,"Rush County, Indiana",Indiana,IN,Rush,"Rush County, IN",0.70,0.70,0.48,,0.30,0.25,0.42,0.88 +18141,18141,"St. Joseph County, Indiana",Indiana,IN,St. Joseph,"St. Joseph County, IN",-0.39,-0.39,-0.24,,-0.49,-0.57,0.41,-0.50 +18143,18143,"Scott County, Indiana",Indiana,IN,Scott,"Scott County, IN",0.23,0.23,0.23,,0.78,-0.25,-0.05,0.01 +18145,18145,"Shelby County, Indiana",Indiana,IN,Shelby,"Shelby County, IN",-0.33,-0.33,-0.20,,-0.28,-0.44,0.19,-0.45 +18147,18147,"Spencer County, Indiana",Indiana,IN,Spencer,"Spencer County, IN",1.49,1.49,1.32,,1.43,0.44,0.93,1.19 +18149,18149,"Starke County, Indiana",Indiana,IN,Starke,"Starke County, IN",0.27,0.27,-0.04,,0.32,-0.50,0.03,0.75 +18151,18151,"Steuben County, Indiana",Indiana,IN,Steuben,"Steuben County, IN",0.52,0.52,0.19,,0.24,-0.14,0.23,0.99 +18153,18153,"Sullivan County, Indiana",Indiana,IN,Sullivan,"Sullivan County, IN",0.32,0.32,0.09,,-0.09,0.15,0.06,0.69 +18155,18155,"Switzerland County, Indiana",Indiana,IN,Switzerland,"Switzerland County, IN",0.15,,0.15,,-0.79,0.24,0.73, +18157,18157,"Tippecanoe County, Indiana",Indiana,IN,Tippecanoe,"Tippecanoe County, IN",-0.29,-0.29,-0.35,,0.14,-0.66,-0.30,-0.12 +18159,18159,"Tipton County, Indiana",Indiana,IN,Tipton,"Tipton County, IN",0.76,0.76,0.65,,0.77,-0.26,0.82,0.63 +18161,18161,"Union County, Indiana",Indiana,IN,Union,"Union County, IN",0.60,,0.60,,0.60,0.21,0.42, +18163,18163,"Vanderburgh County, Indiana",Indiana,IN,Vanderburgh,"Vanderburgh County, IN",-0.56,-0.56,-0.36,,-0.75,-0.28,0.14,-0.72 +18165,18165,"Vermillion County, Indiana",Indiana,IN,Vermillion,"Vermillion County, IN",0.22,0.22,0.04,,-0.55,0.25,0.28,0.60 +18167,18167,"Vigo County, Indiana",Indiana,IN,Vigo,"Vigo County, IN",-0.30,-0.30,-0.41,,-0.54,-0.28,-0.15,0.07 +18169,18169,"Wabash County, Indiana",Indiana,IN,Wabash,"Wabash County, IN",0.53,0.53,0.23,,-0.03,0.22,0.24,0.96 +18171,18171,"Warren County, Indiana",Indiana,IN,Warren,"Warren County, IN",0.07,,0.07,,-0.42,-0.26,0.70, +18173,18173,"Warrick County, Indiana",Indiana,IN,Warrick,"Warrick County, IN",0.52,0.52,0.54,,0.91,-0.59,0.76,0.21 +18175,18175,"Washington County, Indiana",Indiana,IN,Washington,"Washington County, IN",0.03,,0.03,,0.01,-0.15,0.14, +18177,18177,"Wayne County, Indiana",Indiana,IN,Wayne,"Wayne County, IN",-0.41,-0.41,-0.40,,-0.85,-0.14,0.03,-0.19 +18179,18179,"Wells County, Indiana",Indiana,IN,Wells,"Wells County, IN",0.93,0.93,0.66,,0.67,-0.23,0.90,1.11 +18181,18181,"White County, Indiana",Indiana,IN,White,"White County, IN",0.89,0.89,0.69,,1.23,0.06,0.20,0.81 +18183,18183,"Whitley County, Indiana",Indiana,IN,Whitley,"Whitley County, IN",0.70,0.70,0.40,,0.33,-0.21,0.66,1.03 +19001,19001,"Adair County, Iowa",Iowa,IA,Adair,"Adair County, IA",1.32,1.32,1.26,,0.15,1.03,1.43,1.01 +19003,19003,"Adams County, Iowa",Iowa,IA,Adams,"Adams County, IA",1.89,1.89,2.36,,1.81,1.68,1.57,0.13 +19005,19005,"Allamakee County, Iowa",Iowa,IA,Allamakee,"Allamakee County, IA",1.52,1.52,1.38,,1.44,0.62,0.90,1.12 +19007,19007,"Appanoose County, Iowa",Iowa,IA,Appanoose,"Appanoose County, IA",0.94,0.94,1.32,,1.12,0.79,0.91,-0.27 +19009,19009,"Audubon County, Iowa",Iowa,IA,Audubon,"Audubon County, IA",,,,,,0.87,1.87,1.01 +19011,19011,"Benton County, Iowa",Iowa,IA,Benton,"Benton County, IA",1.44,1.44,1.40,,0.89,0.34,1.67,0.98 +19013,19013,"Black Hawk County, Iowa",Iowa,IA,Black Hawk,"Black Hawk County, IA",-0.09,-0.09,0.55,,-0.03,-0.07,1.14,-1.32 +19015,19015,"Boone County, Iowa",Iowa,IA,Boone,"Boone County, IA",0.72,0.72,1.12,,0.40,0.36,1.51,-0.35 +19017,19017,"Bremer County, Iowa",Iowa,IA,Bremer,"Bremer County, IA",1.41,1.41,1.75,,1.55,0.44,1.71,0.08 +19019,19019,"Buchanan County, Iowa",Iowa,IA,Buchanan,"Buchanan County, IA",1.70,1.70,1.63,,1.54,0.71,1.22,1.12 +19021,19021,"Buena Vista County, Iowa",Iowa,IA,Buena Vista,"Buena Vista County, IA",0.57,0.57,0.89,,0.59,0.30,0.95,-0.33 +19023,19023,"Butler County, Iowa",Iowa,IA,Butler,"Butler County, IA",1.78,1.78,1.68,,1.74,0.58,1.26,1.22 +19025,19025,"Calhoun County, Iowa",Iowa,IA,Calhoun,"Calhoun County, IA",1.18,1.18,1.08,,0.07,0.87,1.27,1.04 +19027,19027,"Carroll County, Iowa",Iowa,IA,Carroll,"Carroll County, IA",1.51,1.51,1.57,,1.04,0.77,1.49,0.82 +19029,19029,"Cass County, Iowa",Iowa,IA,Cass,"Cass County, IA",1.04,1.04,1.26,,0.29,0.94,1.38,0.25 +19031,19031,"Cedar County, Iowa",Iowa,IA,Cedar,"Cedar County, IA",1.47,1.47,1.47,,1.18,0.59,1.33,0.86 +19033,19033,"Cerro Gordo County, Iowa",Iowa,IA,Cerro Gordo,"Cerro Gordo County, IA",0.99,0.99,0.99,,-0.09,0.64,1.44,0.72 +19035,19035,"Cherokee County, Iowa",Iowa,IA,Cherokee,"Cherokee County, IA",1.48,1.48,1.68,,1.26,1.12,1.19,0.46 +19037,19037,"Chickasaw County, Iowa",Iowa,IA,Chickasaw,"Chickasaw County, IA",1.24,1.24,1.30,,0.38,0.70,1.61,0.71 +19039,19039,"Clarke County, Iowa",Iowa,IA,Clarke,"Clarke County, IA",1.14,1.14,1.19,,0.89,0.41,1.19,0.57 +19041,19041,"Clay County, Iowa",Iowa,IA,Clay,"Clay County, IA",1.25,1.25,1.31,,0.79,0.75,1.20,0.66 +19043,19043,"Clayton County, Iowa",Iowa,IA,Clayton,"Clayton County, IA",1.25,1.25,1.22,,0.39,1.04,1.11,0.87 +19045,19045,"Clinton County, Iowa",Iowa,IA,Clinton,"Clinton County, IA",0.20,0.20,0.75,,-0.02,0.21,1.28,-0.96 +19047,19047,"Crawford County, Iowa",Iowa,IA,Crawford,"Crawford County, IA",1.02,1.02,0.81,,0.48,0.33,0.86,1.06 +19049,19049,"Dallas County, Iowa",Iowa,IA,Dallas,"Dallas County, IA",1.27,1.27,1.38,,1.76,-0.41,1.54,0.43 +19051,19051,"Davis County, Iowa",Iowa,IA,Davis,"Davis County, IA",1.22,1.22,1.20,,0.94,0.65,0.95,0.76 +19053,19053,"Decatur County, Iowa",Iowa,IA,Decatur,"Decatur County, IA",0.87,,0.87,,0.73,0.62,0.49, +19055,19055,"Delaware County, Iowa",Iowa,IA,Delaware,"Delaware County, IA",0.91,0.91,0.95,,0.39,-0.07,1.59,0.51 +19057,19057,"Des Moines County, Iowa",Iowa,IA,Des Moines,"Des Moines County, IA",-0.29,-0.29,0.26,,-1.25,0.49,1.14,-1.12 +19059,19059,"Dickinson County, Iowa",Iowa,IA,Dickinson,"Dickinson County, IA",0.93,0.93,0.83,,-0.12,0.52,1.26,0.88 +19061,19061,"Dubuque County, Iowa",Iowa,IA,Dubuque,"Dubuque County, IA",0.93,0.93,1.03,,0.41,0.10,1.57,0.41 +19063,19063,"Emmet County, Iowa",Iowa,IA,Emmet,"Emmet County, IA",0.51,0.51,0.77,,0.38,0.40,0.79,-0.22 +19065,19065,"Fayette County, Iowa",Iowa,IA,Fayette,"Fayette County, IA",0.73,0.73,1.06,,0.09,0.92,1.18,-0.17 +19067,19067,"Floyd County, Iowa",Iowa,IA,Floyd,"Floyd County, IA",1.15,1.15,1.31,,0.71,0.65,1.37,0.39 +19069,19069,"Franklin County, Iowa",Iowa,IA,Franklin,"Franklin County, IA",0.63,,0.63,,-0.66,0.73,1.14, +19071,19071,"Fremont County, Iowa",Iowa,IA,Fremont,"Fremont County, IA",1.16,1.16,1.33,,0.69,1.06,1.06,0.36 +19073,19073,"Greene County, Iowa",Iowa,IA,Greene,"Greene County, IA",1.41,1.41,1.35,,0.31,1.15,1.34,1.08 +19075,19075,"Grundy County, Iowa",Iowa,IA,Grundy,"Grundy County, IA",1.76,1.76,1.86,,1.53,0.63,1.77,0.82 +19077,19077,"Guthrie County, Iowa",Iowa,IA,Guthrie,"Guthrie County, IA",1.54,1.54,1.55,,0.56,1.46,1.25,0.96 +19079,19079,"Hamilton County, Iowa",Iowa,IA,Hamilton,"Hamilton County, IA",0.77,0.77,1.11,,0.66,0.26,1.36,-0.22 +19081,19081,"Hancock County, Iowa",Iowa,IA,Hancock,"Hancock County, IA",1.69,1.69,1.79,,1.58,0.74,1.49,0.76 +19083,19083,"Hardin County, Iowa",Iowa,IA,Hardin,"Hardin County, IA",1.51,1.51,1.68,,1.07,1.25,1.26,0.55 +19085,19085,"Harrison County, Iowa",Iowa,IA,Harrison,"Harrison County, IA",1.11,1.11,0.97,,-0.01,0.78,1.20,1.07 +19087,19087,"Henry County, Iowa",Iowa,IA,Henry,"Henry County, IA",0.55,0.55,0.80,,-0.09,0.67,1.04,-0.11 +19089,19089,"Howard County, Iowa",Iowa,IA,Howard,"Howard County, IA",1.30,1.30,1.33,,0.19,1.29,1.29,0.84 +19091,19091,"Humboldt County, Iowa",Iowa,IA,Humboldt,"Humboldt County, IA",0.97,0.97,0.88,,-0.15,0.51,1.39,0.90 +19093,19093,"Ida County, Iowa",Iowa,IA,Ida,"Ida County, IA",1.53,1.53,1.64,,1.30,0.90,1.28,0.66 +19095,19095,"Iowa County, Iowa",Iowa,IA,Iowa,"Iowa County, IA",1.40,1.40,1.48,,0.93,0.59,1.58,0.70 +19097,19097,"Jackson County, Iowa",Iowa,IA,Jackson,"Jackson County, IA",0.98,0.98,0.85,,-0.01,0.23,1.47,0.95 +19099,19099,"Jasper County, Iowa",Iowa,IA,Jasper,"Jasper County, IA",0.88,0.88,1.02,,0.49,0.26,1.34,0.28 +19101,19101,"Jefferson County, Iowa",Iowa,IA,Jefferson,"Jefferson County, IA",0.83,0.83,0.74,,-0.77,0.97,1.24,0.88 +19103,19103,"Johnson County, Iowa",Iowa,IA,Johnson,"Johnson County, IA",0.86,0.86,1.16,,0.91,-0.23,1.69,-0.11 +19105,19105,"Jones County, Iowa",Iowa,IA,Jones,"Jones County, IA",1.39,1.39,1.23,,1.29,0.24,1.07,1.11 +19107,19107,"Keokuk County, Iowa",Iowa,IA,Keokuk,"Keokuk County, IA",1.49,1.49,1.58,,1.34,0.92,1.11,0.66 +19109,19109,"Kossuth County, Iowa",Iowa,IA,Kossuth,"Kossuth County, IA",1.78,1.78,2.04,,0.90,1.77,1.64,0.61 +19111,19111,"Lee County, Iowa",Iowa,IA,Lee,"Lee County, IA",-0.13,-0.13,0.52,,-0.61,0.44,1.13,-1.31 +19113,19113,"Linn County, Iowa",Iowa,IA,Linn,"Linn County, IA",0.87,0.87,1.05,,0.63,-0.16,1.66,0.16 +19115,19115,"Louisa County, Iowa",Iowa,IA,Louisa,"Louisa County, IA",0.85,0.85,0.75,,0.34,0.50,0.71,0.75 +19117,19117,"Lucas County, Iowa",Iowa,IA,Lucas,"Lucas County, IA",1.08,1.08,1.39,,0.90,0.85,1.18,-0.01 +19119,19119,"Lyon County, Iowa",Iowa,IA,Lyon,"Lyon County, IA",1.99,1.99,2.40,,2.22,1.09,1.83,0.27 +19121,19121,"Madison County, Iowa",Iowa,IA,Madison,"Madison County, IA",1.82,1.82,2.01,,1.79,0.71,1.77,0.64 +19123,19123,"Mahaska County, Iowa",Iowa,IA,Mahaska,"Mahaska County, IA",0.48,0.48,0.68,,-0.15,0.46,1.02,-0.02 +19125,19125,"Marion County, Iowa",Iowa,IA,Marion,"Marion County, IA",1.44,1.44,1.87,,1.32,1.05,1.60,-0.05 +19127,19127,"Marshall County, Iowa",Iowa,IA,Marshall,"Marshall County, IA",0.53,0.53,1.08,,0.70,0.10,1.41,-0.84 +19129,19129,"Mills County, Iowa",Iowa,IA,Mills,"Mills County, IA",0.74,0.74,1.11,,1.04,0.09,1.18,-0.36 +19131,19131,"Mitchell County, Iowa",Iowa,IA,Mitchell,"Mitchell County, IA",1.70,1.70,1.70,,1.35,0.75,1.50,1.00 +19133,19133,"Monona County, Iowa",Iowa,IA,Monona,"Monona County, IA",0.94,0.94,0.99,,0.61,0.52,0.92,0.47 +19135,19135,"Monroe County, Iowa",Iowa,IA,Monroe,"Monroe County, IA",0.98,0.98,0.98,,0.48,0.47,1.07,0.61 +19137,19137,"Montgomery County, Iowa",Iowa,IA,Montgomery,"Montgomery County, IA",1.06,1.06,1.48,,0.28,1.72,1.12,-0.15 +19139,19139,"Muscatine County, Iowa",Iowa,IA,Muscatine,"Muscatine County, IA",0.22,0.22,0.75,,0.19,0.18,1.12,-0.94 +19141,19141,"O'Brien County, Iowa",Iowa,IA,O'Brien,"O'Brien County, IA",1.21,1.21,1.36,,0.82,0.70,1.33,0.44 +19143,19143,"Osceola County, Iowa",Iowa,IA,Osceola,"Osceola County, IA",1.63,1.63,1.56,,0.87,1.09,1.32,1.16 +19145,19145,"Page County, Iowa",Iowa,IA,Page,"Page County, IA",0.78,0.78,0.97,,0.63,0.78,0.64,0.05 +19147,19147,"Palo Alto County, Iowa",Iowa,IA,Palo Alto,"Palo Alto County, IA",1.28,1.28,1.58,,1.28,0.94,1.14,0.10 +19149,19149,"Plymouth County, Iowa",Iowa,IA,Plymouth,"Plymouth County, IA",1.16,1.16,1.14,,0.69,0.21,1.44,0.77 +19151,19151,"Pocahontas County, Iowa",Iowa,IA,Pocahontas,"Pocahontas County, IA",1.93,1.93,2.15,,1.18,1.68,1.72,0.74 +19153,19153,"Polk County, Iowa",Iowa,IA,Polk,"Polk County, IA",1.35,1.35,2.02,,0.05,2.71,1.52,-0.42 +19155,19155,"Pottawattamie County, Iowa",Iowa,IA,Pottawattamie,"Pottawattamie County, IA",-0.79,-0.79,0.11,,-0.47,-0.28,0.84,-2.31 +19157,19157,"Poweshiek County, Iowa",Iowa,IA,Poweshiek,"Poweshiek County, IA",0.91,0.91,1.12,,0.40,0.69,1.22,0.17 +19159,19159,"Ringgold County, Iowa",Iowa,IA,Ringgold,"Ringgold County, IA",1.84,1.84,1.88,,1.06,1.61,1.33,1.06 +19161,19161,"Sac County, Iowa",Iowa,IA,Sac,"Sac County, IA",1.20,1.20,1.21,,0.45,0.84,1.23,0.76 +19163,19163,"Scott County, Iowa",Iowa,IA,Scott,"Scott County, IA",0.15,0.15,0.76,,0.25,-0.16,1.41,-1.15 +19165,19165,"Shelby County, Iowa",Iowa,IA,Shelby,"Shelby County, IA",2.08,2.08,2.08,,1.71,1.28,1.47,1.19 +19167,19167,"Sioux County, Iowa",Iowa,IA,Sioux,"Sioux County, IA",1.70,1.70,1.80,,1.65,0.37,1.79,0.76 +19169,19169,"Story County, Iowa",Iowa,IA,Story,"Story County, IA",1.18,1.18,1.25,,1.24,0.00,1.37,0.53 +19171,19171,"Tama County, Iowa",Iowa,IA,Tama,"Tama County, IA",0.32,0.32,0.92,,0.08,0.36,1.40,-0.97 +19173,19173,"Taylor County, Iowa",Iowa,IA,Taylor,"Taylor County, IA",1.45,1.45,1.33,,0.50,1.22,1.07,1.18 +19175,19175,"Union County, Iowa",Iowa,IA,Union,"Union County, IA",1.05,1.05,1.08,,0.52,0.79,0.95,0.59 +19177,19177,"Van Buren County, Iowa",Iowa,IA,Van Buren,"Van Buren County, IA",1.39,1.39,1.61,,1.01,1.67,0.77,0.39 +19179,19179,"Wapello County, Iowa",Iowa,IA,Wapello,"Wapello County, IA",0.55,0.55,0.73,,0.16,0.48,0.84,0.00 +19181,19181,"Warren County, Iowa",Iowa,IA,Warren,"Warren County, IA",0.75,0.75,1.12,,0.66,-0.18,1.78,-0.29 +19183,19183,"Washington County, Iowa",Iowa,IA,Washington,"Washington County, IA",0.82,0.82,1.31,,0.77,0.71,1.26,-0.51 +19185,19185,"Wayne County, Iowa",Iowa,IA,Wayne,"Wayne County, IA",1.42,1.42,1.39,,0.61,1.59,0.77,0.94 +19187,19187,"Webster County, Iowa",Iowa,IA,Webster,"Webster County, IA",-0.29,-0.29,0.23,,-0.89,0.27,0.97,-1.14 +19189,19189,"Winnebago County, Iowa",Iowa,IA,Winnebago,"Winnebago County, IA",1.74,1.74,1.80,,1.50,0.87,1.45,0.89 +19191,19191,"Winneshiek County, Iowa",Iowa,IA,Winneshiek,"Winneshiek County, IA",1.91,1.91,1.86,,1.62,0.85,1.50,1.19 +19193,19193,"Woodbury County, Iowa",Iowa,IA,Woodbury,"Woodbury County, IA",0.02,0.02,0.27,,-0.56,0.08,0.93,-0.42 +19195,19195,"Worth County, Iowa",Iowa,IA,Worth,"Worth County, IA",1.36,1.36,1.49,,0.54,0.99,1.59,0.63 +19197,19197,"Wright County, Iowa",Iowa,IA,Wright,"Wright County, IA",1.00,1.00,1.09,,-0.15,1.30,1.11,0.54 +20001,20001,"Allen County, Kansas",Kansas,KS,Allen,"Allen County, KS",0.84,0.84,1.03,,0.42,0.78,0.95,0.14 +20003,20003,"Anderson County, Kansas",Kansas,KS,Anderson,"Anderson County, KS",0.53,0.53,0.70,,0.31,0.18,0.91,0.00 +20005,20005,"Atchison County, Kansas",Kansas,KS,Atchison,"Atchison County, KS",0.42,0.42,0.66,,0.31,0.26,0.75,-0.24 +20007,20007,"Barber County, Kansas",Kansas,KS,Barber,"Barber County, KS",0.96,0.96,1.47,,0.13,1.65,1.30,-0.38 +20009,20009,"Barton County, Kansas",Kansas,KS,Barton,"Barton County, KS",0.22,0.22,0.64,,0.15,0.32,0.83,-0.72 +20011,20011,"Bourbon County, Kansas",Kansas,KS,Bourbon,"Bourbon County, KS",-0.19,-0.19,0.49,,-0.21,0.32,0.82,-1.47 +20013,20013,"Brown County, Kansas",Kansas,KS,Brown,"Brown County, KS",1.07,1.07,1.26,,0.53,1.21,0.91,0.30 +20015,20015,"Butler County, Kansas",Kansas,KS,Butler,"Butler County, KS",0.67,0.67,0.76,,1.05,-0.50,1.00,0.16 +20017,20017,"Chase County, Kansas",Kansas,KS,Chase,"Chase County, KS",0.88,0.88,0.90,,0.03,0.64,1.15,0.58 +20019,20019,"Chautauqua County, Kansas",Kansas,KS,Chautauqua,"Chautauqua County, KS",-0.12,-0.12,0.64,,-0.22,1.03,0.49,-1.60 +20021,20021,"Cherokee County, Kansas",Kansas,KS,Cherokee,"Cherokee County, KS",0.53,0.53,0.76,,0.98,0.02,0.59,-0.26 +20023,20023,"Cheyenne County, Kansas",Kansas,KS,Cheyenne,"Cheyenne County, KS",1.72,1.72,1.94,,0.39,2.13,1.58,0.70 +20025,20025,"Clark County, Kansas",Kansas,KS,Clark,"Clark County, KS",1.36,1.36,1.63,,0.02,2.24,1.19,0.40 +20027,20027,"Clay County, Kansas",Kansas,KS,Clay,"Clay County, KS",1.02,1.02,1.27,,0.84,0.49,1.32,0.11 +20029,20029,"Cloud County, Kansas",Kansas,KS,Cloud,"Cloud County, KS",0.19,0.19,0.82,,-0.08,0.87,0.87,-1.13 +20031,20031,"Coffey County, Kansas",Kansas,KS,Coffey,"Coffey County, KS",1.17,1.17,1.18,,0.73,0.49,1.24,0.71 +20033,20033,"Comanche County, Kansas",Kansas,KS,Comanche,"Comanche County, KS",,,,,,1.66,1.08, +20035,20035,"Cowley County, Kansas",Kansas,KS,Cowley,"Cowley County, KS",0.11,0.11,0.42,,0.50,-0.06,0.39,-0.62 +20037,20037,"Crawford County, Kansas",Kansas,KS,Crawford,"Crawford County, KS",0.04,0.04,0.24,,0.03,-0.11,0.51,-0.39 +20039,20039,"Decatur County, Kansas",Kansas,KS,Decatur,"Decatur County, KS",2.00,2.00,2.02,,0.83,2.51,1.01,1.22 +20041,20041,"Dickinson County, Kansas",Kansas,KS,Dickinson,"Dickinson County, KS",0.93,0.93,0.96,,0.53,0.51,0.95,0.50 +20043,20043,"Doniphan County, Kansas",Kansas,KS,Doniphan,"Doniphan County, KS",0.67,0.67,0.79,,0.61,0.41,0.62,0.13 +20045,20045,"Douglas County, Kansas",Kansas,KS,Douglas,"Douglas County, KS",0.22,0.22,0.46,,0.22,-0.30,0.95,-0.35 +20047,20047,"Edwards County, Kansas",Kansas,KS,Edwards,"Edwards County, KS",1.81,1.81,2.15,,1.43,1.76,1.42,0.38 +20049,20049,"Elk County, Kansas",Kansas,KS,Elk,"Elk County, KS",1.85,1.85,1.73,,2.07,0.78,0.90,1.22 +20051,20051,"Ellis County, Kansas",Kansas,KS,Ellis,"Ellis County, KS",0.16,0.16,0.46,,-0.14,0.09,0.92,-0.46 +20053,20053,"Ellsworth County, Kansas",Kansas,KS,Ellsworth,"Ellsworth County, KS",1.19,1.19,1.30,,0.87,1.30,0.62,0.47 +20055,20055,"Finney County, Kansas",Kansas,KS,Finney,"Finney County, KS",-0.43,-0.43,-0.08,,0.02,-0.51,0.23,-1.02 +20057,20057,"Ford County, Kansas",Kansas,KS,Ford,"Ford County, KS",-0.10,-0.10,0.10,,0.40,-0.35,0.10,-0.53 +20059,20059,"Franklin County, Kansas",Kansas,KS,Franklin,"Franklin County, KS",0.76,0.76,1.03,,0.95,0.16,1.04,-0.14 +20061,20061,"Geary County, Kansas",Kansas,KS,Geary,"Geary County, KS",-0.35,-0.35,-0.04,,1.04,-0.39,-0.71,-1.07 +20063,20063,"Gove County, Kansas",Kansas,KS,Gove,"Gove County, KS",2.37,2.37,2.84,,2.08,2.61,1.46,0.40 +20065,20065,"Graham County, Kansas",Kansas,KS,Graham,"Graham County, KS",2.02,2.02,2.39,,1.23,2.32,1.58,0.47 +20067,20067,"Grant County, Kansas",Kansas,KS,Grant,"Grant County, KS",0.72,0.72,0.93,,1.17,0.21,0.60,-0.11 +20069,20069,"Gray County, Kansas",Kansas,KS,Gray,"Gray County, KS",1.21,1.21,1.29,,1.96,0.29,0.54,0.39 +20071,20071,"Greeley County, Kansas",Kansas,KS,Greeley,"Greeley County, KS",,,,,,2.29,1.47,0.87 +20073,20073,"Greenwood County, Kansas",Kansas,KS,Greenwood,"Greenwood County, KS",0.52,0.52,0.61,,-0.75,1.06,0.88,0.28 +20075,20075,"Hamilton County, Kansas",Kansas,KS,Hamilton,"Hamilton County, KS",,,,,,0.44,0.50,-0.31 +20077,20077,"Harper County, Kansas",Kansas,KS,Harper,"Harper County, KS",1.01,1.01,1.58,,1.13,1.06,1.16,-0.62 +20079,20079,"Harvey County, Kansas",Kansas,KS,Harvey,"Harvey County, KS",0.47,0.47,0.97,,0.83,-0.02,1.20,-0.79 +20081,20081,"Haskell County, Kansas",Kansas,KS,Haskell,"Haskell County, KS",,,,,,0.14,0.65,0.21 +20083,20083,"Hodgeman County, Kansas",Kansas,KS,Hodgeman,"Hodgeman County, KS",1.93,1.93,2.09,,1.99,1.09,1.40,0.74 +20085,20085,"Jackson County, Kansas",Kansas,KS,Jackson,"Jackson County, KS",0.57,0.57,0.58,,0.02,-0.01,1.12,0.37 +20087,20087,"Jefferson County, Kansas",Kansas,KS,Jefferson,"Jefferson County, KS",0.72,0.72,0.84,,0.79,-0.13,1.05,0.17 +20089,20089,"Jewell County, Kansas",Kansas,KS,Jewell,"Jewell County, KS",1.85,,1.85,,0.91,1.97,1.09, +20091,20091,"Johnson County, Kansas",Kansas,KS,Johnson,"Johnson County, KS",1.22,1.22,1.31,,1.25,-0.53,1.95,0.53 +20093,20093,"Kearny County, Kansas",Kansas,KS,Kearny,"Kearny County, KS",,,,,,0.08,0.53,-0.25 +20095,20095,"Kingman County, Kansas",Kansas,KS,Kingman,"Kingman County, KS",1.23,1.23,1.43,,1.17,0.88,0.98,0.29 +20097,20097,"Kiowa County, Kansas",Kansas,KS,Kiowa,"Kiowa County, KS",1.55,1.55,1.45,,1.70,2.44,-0.87,0.96 +20099,20099,"Labette County, Kansas",Kansas,KS,Labette,"Labette County, KS",0.04,0.04,0.35,,-0.05,0.16,0.55,-0.60 +20101,20101,"Lane County, Kansas",Kansas,KS,Lane,"Lane County, KS",1.63,1.63,2.12,,1.34,1.55,1.62,-0.03 +20103,20103,"Leavenworth County, Kansas",Kansas,KS,Leavenworth,"Leavenworth County, KS",-0.09,-0.09,0.31,,0.57,-0.64,0.63,-0.95 +20105,20105,"Lincoln County, Kansas",Kansas,KS,Lincoln,"Lincoln County, KS",1.27,1.27,1.16,,0.09,0.98,1.31,1.10 +20107,20107,"Linn County, Kansas",Kansas,KS,Linn,"Linn County, KS",0.81,0.81,0.97,,1.16,-0.04,0.91,0.06 +20109,20109,"Logan County, Kansas",Kansas,KS,Logan,"Logan County, KS",1.30,1.30,1.43,,0.89,0.85,1.28,0.53 +20111,20111,"Lyon County, Kansas",Kansas,KS,Lyon,"Lyon County, KS",0.10,0.10,-0.05,,-0.98,-0.03,0.74,0.53 +20113,20113,"McPherson County, Kansas",Kansas,KS,McPherson,"McPherson County, KS",1.00,1.00,1.11,,0.65,0.49,1.16,0.39 +20115,20115,"Marion County, Kansas",Kansas,KS,Marion,"Marion County, KS",0.99,0.99,0.78,,1.68,0.48,-0.40,0.83 +20117,20117,"Marshall County, Kansas",Kansas,KS,Marshall,"Marshall County, KS",2.05,2.05,2.34,,1.87,1.69,1.47,0.60 +20119,20119,"Meade County, Kansas",Kansas,KS,Meade,"Meade County, KS",-0.44,-0.44,0.77,,-0.35,1.06,0.84,-2.70 +20121,20121,"Miami County, Kansas",Kansas,KS,Miami,"Miami County, KS",1.09,1.09,1.23,,1.29,-0.04,1.33,0.30 +20123,20123,"Mitchell County, Kansas",Kansas,KS,Mitchell,"Mitchell County, KS",,,,,,1.70,-0.23,-0.43 +20125,20125,"Montgomery County, Kansas",Kansas,KS,Montgomery,"Montgomery County, KS",-0.66,-0.66,0.11,,-0.10,0.04,0.22,-2.01 +20127,20127,"Morris County, Kansas",Kansas,KS,Morris,"Morris County, KS",1.27,1.27,1.37,,1.28,0.97,0.68,0.50 +20129,20129,"Morton County, Kansas",Kansas,KS,Morton,"Morton County, KS",0.61,0.61,0.84,,0.26,1.01,0.50,-0.11 +20131,20131,"Nemaha County, Kansas",Kansas,KS,Nemaha,"Nemaha County, KS",1.47,1.47,1.62,,1.00,0.58,1.80,0.61 +20133,20133,"Neosho County, Kansas",Kansas,KS,Neosho,"Neosho County, KS",0.24,0.24,0.35,,-0.25,0.17,0.71,0.00 +20135,20135,"Ness County, Kansas",Kansas,KS,Ness,"Ness County, KS",1.28,1.28,1.63,,0.71,1.81,0.95,0.10 +20137,20137,"Norton County, Kansas",Kansas,KS,Norton,"Norton County, KS",0.93,0.93,0.92,,-0.30,1.51,0.69,0.72 +20139,20139,"Osage County, Kansas",Kansas,KS,Osage,"Osage County, KS",0.84,0.84,0.88,,0.82,0.00,0.99,0.38 +20141,20141,"Osborne County, Kansas",Kansas,KS,Osborne,"Osborne County, KS",1.01,1.01,1.01,,1.01,1.71,-0.48,0.52 +20143,20143,"Ottawa County, Kansas",Kansas,KS,Ottawa,"Ottawa County, KS",1.76,1.76,1.90,,1.46,0.98,1.60,0.76 +20145,20145,"Pawnee County, Kansas",Kansas,KS,Pawnee,"Pawnee County, KS",0.12,0.12,0.28,,-0.83,0.63,0.68,-0.11 +20147,20147,"Phillips County, Kansas",Kansas,KS,Phillips,"Phillips County, KS",1.83,1.83,2.07,,1.04,1.95,1.43,0.64 +20149,20149,"Pottawatomie County, Kansas",Kansas,KS,Pottawatomie,"Pottawatomie County, KS",1.31,1.31,1.56,,2.01,-0.26,1.55,0.13 +20151,20151,"Pratt County, Kansas",Kansas,KS,Pratt,"Pratt County, KS",0.93,0.93,1.37,,1.32,0.56,1.02,-0.42 +20153,20153,"Rawlins County, Kansas",Kansas,KS,Rawlins,"Rawlins County, KS",1.70,1.70,2.01,,1.76,1.08,1.45,0.33 +20155,20155,"Reno County, Kansas",Kansas,KS,Reno,"Reno County, KS",-0.17,-0.17,0.27,,-0.07,-0.24,0.78,-1.00 +20157,20157,"Republic County, Kansas",Kansas,KS,Republic,"Republic County, KS",1.51,1.51,1.77,,0.78,1.21,1.72,0.45 +20159,20159,"Rice County, Kansas",Kansas,KS,Rice,"Rice County, KS",0.99,0.99,0.92,,0.66,0.62,0.64,0.73 +20161,20161,"Riley County, Kansas",Kansas,KS,Riley,"Riley County, KS",0.44,0.44,0.44,,1.36,-0.18,-0.22,0.08 +20163,20163,"Rooks County, Kansas",Kansas,KS,Rooks,"Rooks County, KS",1.31,1.31,1.35,,0.76,0.92,1.16,0.74 +20165,20165,"Rush County, Kansas",Kansas,KS,Rush,"Rush County, KS",1.15,1.15,1.51,,0.18,2.02,1.01,0.02 +20167,20167,"Russell County, Kansas",Kansas,KS,Russell,"Russell County, KS",0.38,0.38,0.85,,-0.26,1.18,0.82,-0.64 +20169,20169,"Saline County, Kansas",Kansas,KS,Saline,"Saline County, KS",0.12,0.12,0.44,,-0.20,-0.08,1.08,-0.51 +20171,20171,"Scott County, Kansas",Kansas,KS,Scott,"Scott County, KS",0.92,0.92,1.46,,1.28,0.66,1.16,-0.64 +20173,20173,"Sedgwick County, Kansas",Kansas,KS,Sedgwick,"Sedgwick County, KS",-0.63,-0.63,0.13,,-0.07,-0.58,0.79,-1.95 +20175,20175,"Seward County, Kansas",Kansas,KS,Seward,"Seward County, KS",-0.21,-0.21,-0.08,,0.32,-0.18,-0.35,-0.49 +20177,20177,"Shawnee County, Kansas",Kansas,KS,Shawnee,"Shawnee County, KS",-0.43,-0.43,-0.09,,-0.01,-0.02,-0.22,-1.00 +20179,20179,"Sheridan County, Kansas",Kansas,KS,Sheridan,"Sheridan County, KS",2.10,2.10,2.41,,1.41,1.92,1.82,0.66 +20181,20181,"Sherman County, Kansas",Kansas,KS,Sherman,"Sherman County, KS",0.20,0.20,0.35,,-0.50,0.49,0.65,-0.08 +20183,20183,"Smith County, Kansas",Kansas,KS,Smith,"Smith County, KS",2.70,2.70,3.07,,0.90,3.52,2.15,1.02 +20185,20185,"Stafford County, Kansas",Kansas,KS,Stafford,"Stafford County, KS",1.54,1.54,1.97,,1.83,1.54,0.91,-0.08 +20187,20187,"Stanton County, Kansas",Kansas,KS,Stanton,"Stanton County, KS",1.69,1.69,1.74,,2.41,0.83,0.57,0.69 +20189,20189,"Stevens County, Kansas",Kansas,KS,Stevens,"Stevens County, KS",1.21,1.21,1.05,,1.04,0.47,0.71,1.00 +20191,20191,"Sumner County, Kansas",Kansas,KS,Sumner,"Sumner County, KS",0.65,0.65,0.88,,1.08,-0.02,0.78,-0.15 +20193,20193,"Thomas County, Kansas",Kansas,KS,Thomas,"Thomas County, KS",1.17,1.17,1.60,,1.76,0.72,0.95,-0.31 +20195,20195,"Trego County, Kansas",Kansas,KS,Trego,"Trego County, KS",,,,,,1.90,1.74,0.98 +20197,20197,"Wabaunsee County, Kansas",Kansas,KS,Wabaunsee,"Wabaunsee County, KS",1.61,1.61,1.81,,2.43,0.08,1.36,0.37 +20199,20199,"Wallace County, Kansas",Kansas,KS,Wallace,"Wallace County, KS",2.68,2.68,2.87,,1.86,2.78,1.56,1.22 +20201,20201,"Washington County, Kansas",Kansas,KS,Washington,"Washington County, KS",2.08,2.08,2.24,,1.16,2.17,1.47,0.97 +20203,20203,"Wichita County, Kansas",Kansas,KS,Wichita,"Wichita County, KS",1.62,1.62,2.18,,1.89,1.22,1.56,-0.27 +20205,20205,"Wilson County, Kansas",Kansas,KS,Wilson,"Wilson County, KS",0.30,0.30,0.39,,-0.04,0.46,0.34,0.01 +20207,20207,"Woodson County, Kansas",Kansas,KS,Woodson,"Woodson County, KS",0.71,0.71,0.85,,0.30,0.65,0.80,0.16 +20209,20209,"Wyandotte County, Kansas",Kansas,KS,Wyandotte,"Wyandotte County, KS",-1.05,-1.05,-0.42,,-1.11,-0.46,0.49,-1.85 +21001,21001,"Adair County, Kentucky",Kentucky,KY,Adair,"Adair County, KY",0.42,0.42,0.00,,1.24,-0.77,-0.47,0.93 +21003,21003,"Allen County, Kentucky",Kentucky,KY,Allen,"Allen County, KY",0.18,0.18,-0.33,,0.95,-0.92,-0.73,0.99 +21005,21005,"Anderson County, Kentucky",Kentucky,KY,Anderson,"Anderson County, KY",0.37,0.37,0.05,,0.45,-0.77,0.34,0.84 +21007,21007,"Ballard County, Kentucky",Kentucky,KY,Ballard,"Ballard County, KY",0.42,0.42,0.11,,0.39,-0.39,0.18,0.85 +21009,21009,"Barren County, Kentucky",Kentucky,KY,Barren,"Barren County, KY",-0.10,-0.10,-0.47,,0.07,-0.85,-0.30,0.64 +21011,21011,"Bath County, Kentucky",Kentucky,KY,Bath,"Bath County, KY",0.11,0.11,-0.45,,0.17,-0.46,-0.70,1.14 +21013,21013,"Bell County, Kentucky",Kentucky,KY,Bell,"Bell County, KY",-1.06,-1.06,-1.63,,-0.79,-0.59,-2.12,0.46 +21015,21015,"Boone County, Kentucky",Kentucky,KY,Boone,"Boone County, KY",0.19,0.19,-0.08,,0.88,-1.30,0.17,0.56 +21017,21017,"Bourbon County, Kentucky",Kentucky,KY,Bourbon,"Bourbon County, KY",-0.35,-0.35,-0.73,,-0.89,-0.52,-0.26,0.62 +21019,21019,"Boyd County, Kentucky",Kentucky,KY,Boyd,"Boyd County, KY",-0.17,-0.17,-0.49,,-0.11,-0.39,-0.60,0.50 +21021,21021,"Boyle County, Kentucky",Kentucky,KY,Boyle,"Boyle County, KY",0.07,0.07,-0.08,,0.21,-0.11,-0.29,0.28 +21023,21023,"Bracken County, Kentucky",Kentucky,KY,Bracken,"Bracken County, KY",0.59,0.59,0.23,,0.82,-0.13,-0.20,0.98 +21025,21025,"Breathitt County, Kentucky",Kentucky,KY,Breathitt,"Breathitt County, KY",-1.22,,-1.22,,-1.16,-0.92,-0.65, +21027,21027,"Breckinridge County, Kentucky",Kentucky,KY,Breckinridge,"Breckinridge County, KY",0.18,0.18,-0.31,,0.53,-0.49,-0.72,1.00 +21029,21029,"Bullitt County, Kentucky",Kentucky,KY,Bullitt,"Bullitt County, KY",-0.25,-0.25,-0.66,,-0.07,-1.27,-0.17,0.66 +21031,21031,"Butler County, Kentucky",Kentucky,KY,Butler,"Butler County, KY",0.15,0.15,-0.27,,0.12,-0.29,-0.45,0.89 +21033,21033,"Caldwell County, Kentucky",Kentucky,KY,Caldwell,"Caldwell County, KY",0.25,0.25,0.10,,-0.02,-0.02,0.18,0.45 +21035,21035,"Calloway County, Kentucky",Kentucky,KY,Calloway,"Calloway County, KY",0.04,0.04,-0.25,,0.56,-0.51,-0.60,0.49 +21037,21037,"Campbell County, Kentucky",Kentucky,KY,Campbell,"Campbell County, KY",-0.26,-0.26,-0.50,,0.02,-1.05,-0.13,0.27 +21039,21039,"Carlisle County, Kentucky",Kentucky,KY,Carlisle,"Carlisle County, KY",1.08,1.08,0.82,,1.45,-0.25,0.54,1.06 +21041,21041,"Carroll County, Kentucky",Kentucky,KY,Carroll,"Carroll County, KY",-0.21,-0.21,-0.67,,-0.26,-0.48,-0.74,0.78 +21043,21043,"Carter County, Kentucky",Kentucky,KY,Carter,"Carter County, KY",0.13,0.13,-0.43,,0.95,-0.88,-0.97,1.03 +21045,21045,"Casey County, Kentucky",Kentucky,KY,Casey,"Casey County, KY",0.55,0.55,0.12,,1.30,-0.42,-0.60,1.04 +21047,21047,"Christian County, Kentucky",Kentucky,KY,Christian,"Christian County, KY",-0.69,-0.69,-0.98,,0.09,-0.86,-1.34,0.04 +21049,21049,"Clark County, Kentucky",Kentucky,KY,Clark,"Clark County, KY",-0.26,-0.26,-0.50,,-0.19,-0.84,-0.13,0.32 +21051,21051,"Clay County, Kentucky",Kentucky,KY,Clay,"Clay County, KY",-0.51,-0.51,-1.13,,-0.20,-0.97,-1.29,0.88 +21053,21053,"Clinton County, Kentucky",Kentucky,KY,Clinton,"Clinton County, KY",-0.23,-0.23,-0.89,,-0.04,-0.77,-1.13,1.14 +21055,21055,"Crittenden County, Kentucky",Kentucky,KY,Crittenden,"Crittenden County, KY",0.53,0.53,0.21,,0.72,-0.07,-0.21,0.88 +21057,21057,"Cumberland County, Kentucky",Kentucky,KY,Cumberland,"Cumberland County, KY",0.46,0.46,0.09,,0.18,0.32,-0.32,1.01 +21059,21059,"Daviess County, Kentucky",Kentucky,KY,Daviess,"Daviess County, KY",-0.11,-0.11,-0.33,,-0.10,-0.79,0.09,0.37 +21061,21061,"Edmonson County, Kentucky",Kentucky,KY,Edmonson,"Edmonson County, KY",0.14,0.14,-0.34,,1.10,-1.25,-0.60,0.88 +21063,21063,"Elliott County, Kentucky",Kentucky,KY,Elliott,"Elliott County, KY",-0.77,-0.77,-1.59,,-0.23,-1.39,-1.81,1.09 +21065,21065,"Estill County, Kentucky",Kentucky,KY,Estill,"Estill County, KY",-0.35,-0.35,-0.96,,-0.92,-0.58,-0.66,1.09 +21067,21067,"Fayette County, Kentucky",Kentucky,KY,Fayette,"Fayette County, KY",-0.58,-0.58,-0.48,,-0.28,-0.57,-0.27,-0.59 +21069,21069,"Fleming County, Kentucky",Kentucky,KY,Fleming,"Fleming County, KY",0.82,0.82,0.46,,1.22,0.10,-0.30,1.09 +21071,21071,"Floyd County, Kentucky",Kentucky,KY,Floyd,"Floyd County, KY",-0.19,-0.19,-0.74,,-0.39,-0.65,-0.60,1.01 +21073,21073,"Franklin County, Kentucky",Kentucky,KY,Franklin,"Franklin County, KY",-0.34,-0.34,-0.33,,-1.02,0.13,0.05,-0.12 +21075,21075,"Fulton County, Kentucky",Kentucky,KY,Fulton,"Fulton County, KY",-0.27,-0.27,-0.40,,-0.71,0.49,-0.68,0.12 +21077,21077,"Gallatin County, Kentucky",Kentucky,KY,Gallatin,"Gallatin County, KY",-0.31,-0.31,-0.86,,-0.17,-1.08,-0.66,0.89 +21079,21079,"Garrard County, Kentucky",Kentucky,KY,Garrard,"Garrard County, KY",-0.07,-0.07,-0.56,,-0.03,-0.99,-0.25,0.93 +21081,21081,"Grant County, Kentucky",Kentucky,KY,Grant,"Grant County, KY",-0.23,-0.23,-0.77,,-0.39,-0.90,-0.46,0.96 +21083,21083,"Graves County, Kentucky",Kentucky,KY,Graves,"Graves County, KY",0.32,0.32,0.11,,0.58,-0.30,-0.08,0.54 +21085,21085,"Grayson County, Kentucky",Kentucky,KY,Grayson,"Grayson County, KY",0.33,0.33,-0.03,,1.25,-0.58,-0.71,0.75 +21087,21087,"Green County, Kentucky",Kentucky,KY,Green,"Green County, KY",0.86,0.86,0.55,,1.23,-0.15,0.09,1.02 +21089,21089,"Greenup County, Kentucky",Kentucky,KY,Greenup,"Greenup County, KY",0.05,0.05,-0.45,,0.11,-0.82,-0.32,1.00 +21091,21091,"Hancock County, Kentucky",Kentucky,KY,Hancock,"Hancock County, KY",0.24,0.24,-0.14,,-0.36,-0.52,0.45,0.99 +21093,21093,"Hardin County, Kentucky",Kentucky,KY,Hardin,"Hardin County, KY",-0.18,-0.18,-0.58,,0.11,-0.91,-0.49,0.63 +21095,21095,"Harlan County, Kentucky",Kentucky,KY,Harlan,"Harlan County, KY",0.19,0.19,-0.21,,0.55,-0.31,-0.70,0.82 +21097,21097,"Harrison County, Kentucky",Kentucky,KY,Harrison,"Harrison County, KY",-0.32,-0.32,-0.70,,-0.65,-0.54,-0.40,0.61 +21099,21099,"Hart County, Kentucky",Kentucky,KY,Hart,"Hart County, KY",0.22,0.22,-0.28,,0.37,-0.44,-0.57,1.07 +21101,21101,"Henderson County, Kentucky",Kentucky,KY,Henderson,"Henderson County, KY",-0.65,-0.65,-0.95,,-1.03,-0.87,-0.27,0.27 +21103,21103,"Henry County, Kentucky",Kentucky,KY,Henry,"Henry County, KY",0.15,0.15,-0.35,,-0.05,-0.56,-0.20,1.08 +21105,21105,"Hickman County, Kentucky",Kentucky,KY,Hickman,"Hickman County, KY",0.57,0.57,0.25,,0.02,0.73,-0.23,1.01 +21107,21107,"Hopkins County, Kentucky",Kentucky,KY,Hopkins,"Hopkins County, KY",0.05,0.05,-0.26,,0.08,-0.48,-0.23,0.63 +21109,21109,"Jackson County, Kentucky",Kentucky,KY,Jackson,"Jackson County, KY",-0.03,-0.03,-0.68,,0.77,-0.83,-1.36,1.14 +21111,21111,"Jefferson County, Kentucky",Kentucky,KY,Jefferson,"Jefferson County, KY",-1.16,-1.16,-0.70,,-0.73,-0.86,-0.03,-1.64 +21113,21113,"Jessamine County, Kentucky",Kentucky,KY,Jessamine,"Jessamine County, KY",-0.30,-0.30,-0.59,,-0.05,-1.15,-0.15,0.37 +21115,21115,"Johnson County, Kentucky",Kentucky,KY,Johnson,"Johnson County, KY",0.31,0.31,-0.11,,0.95,-0.66,-0.52,0.89 +21117,21117,"Kenton County, Kentucky",Kentucky,KY,Kenton,"Kenton County, KY",-0.51,-0.51,-0.72,,-0.55,-0.98,-0.13,0.14 +21119,21119,"Knott County, Kentucky",Kentucky,KY,Knott,"Knott County, KY",-0.78,-0.78,-1.57,,-1.13,-1.35,-1.00,1.17 +21121,21121,"Knox County, Kentucky",Kentucky,KY,Knox,"Knox County, KY",-0.63,-0.63,-1.27,,-0.63,-1.03,-1.12,0.88 +21123,21123,"Larue County, Kentucky",Kentucky,KY,Larue,"Larue County, KY",0.04,0.04,-0.46,,-0.05,-0.82,-0.19,1.01 +21125,21125,"Laurel County, Kentucky",Kentucky,KY,Laurel,"Laurel County, KY",-0.29,-0.29,-0.79,,-0.12,-1.01,-0.63,0.80 +21127,21127,"Lawrence County, Kentucky",Kentucky,KY,Lawrence,"Lawrence County, KY",0.26,0.26,-0.22,,1.08,-0.80,-0.73,0.95 +21129,21129,"Lee County, Kentucky",Kentucky,KY,Lee,"Lee County, KY",-0.10,-0.10,-0.63,,-0.34,-0.29,-0.78,1.02 +21131,21131,"Leslie County, Kentucky",Kentucky,KY,Leslie,"Leslie County, KY",0.64,0.64,0.26,,1.24,-0.80,0.10,1.03 +21133,21133,"Letcher County, Kentucky",Kentucky,KY,Letcher,"Letcher County, KY",-0.16,-0.16,-0.76,,-0.19,-0.74,-0.75,1.09 +21135,21135,"Lewis County, Kentucky",Kentucky,KY,Lewis,"Lewis County, KY",0.14,0.14,-0.41,,0.63,-0.94,-0.59,1.07 +21137,21137,"Lincoln County, Kentucky",Kentucky,KY,Lincoln,"Lincoln County, KY",-0.16,-0.16,-0.71,,-0.42,-0.61,-0.56,1.02 +21139,21139,"Livingston County, Kentucky",Kentucky,KY,Livingston,"Livingston County, KY",0.45,0.45,0.16,,0.22,-0.08,0.14,0.87 +21141,21141,"Logan County, Kentucky",Kentucky,KY,Logan,"Logan County, KY",-0.09,-0.09,-0.38,,-0.09,-0.36,-0.42,0.51 +21143,21143,"Lyon County, Kentucky",Kentucky,KY,Lyon,"Lyon County, KY",-0.01,-0.01,-0.54,,-0.59,-0.48,-0.18,1.12 +21145,21145,"McCracken County, Kentucky",Kentucky,KY,McCracken,"McCracken County, KY",-0.35,-0.35,-0.53,,-0.84,-0.48,0.06,0.22 +21147,21147,"McCreary County, Kentucky",Kentucky,KY,McCreary,"McCreary County, KY",-0.49,-0.49,-1.23,,0.62,-1.23,-1.98,1.00 +21149,21149,"McLean County, Kentucky",Kentucky,KY,McLean,"McLean County, KY",0.58,0.58,0.21,,0.69,-0.21,-0.06,1.03 +21151,21151,"Madison County, Kentucky",Kentucky,KY,Madison,"Madison County, KY",-0.10,-0.10,-0.38,,0.59,-0.87,-0.57,0.40 +21153,21153,"Magoffin County, Kentucky",Kentucky,KY,Magoffin,"Magoffin County, KY",-0.16,-0.16,-0.84,,0.78,-0.98,-1.57,1.08 +21155,21155,"Marion County, Kentucky",Kentucky,KY,Marion,"Marion County, KY",-0.26,-0.26,-0.75,,-0.29,-0.89,-0.50,0.81 +21157,21157,"Marshall County, Kentucky",Kentucky,KY,Marshall,"Marshall County, KY",0.62,0.62,0.38,,0.84,-0.57,0.47,0.80 +21159,21159,"Martin County, Kentucky",Kentucky,KY,Martin,"Martin County, KY",-0.66,-0.66,-1.40,,0.30,-1.04,-2.21,0.91 +21161,21161,"Mason County, Kentucky",Kentucky,KY,Mason,"Mason County, KY",0.31,0.31,0.11,,0.31,0.20,-0.31,0.56 +21163,21163,"Meade County, Kentucky",Kentucky,KY,Meade,"Meade County, KY",0.18,0.18,-0.28,,1.00,-1.16,-0.46,0.89 +21165,21165,"Menifee County, Kentucky",Kentucky,KY,Menifee,"Menifee County, KY",-0.27,-0.27,-0.90,,-0.45,-1.13,-0.45,1.13 +21167,21167,"Mercer County, Kentucky",Kentucky,KY,Mercer,"Mercer County, KY",0.22,0.22,-0.07,,0.19,-0.46,0.05,0.68 +21169,21169,"Metcalfe County, Kentucky",Kentucky,KY,Metcalfe,"Metcalfe County, KY",0.59,0.59,0.18,,0.82,-0.38,-0.08,1.08 +21171,21171,"Monroe County, Kentucky",Kentucky,KY,Monroe,"Monroe County, KY",0.64,0.64,0.27,,0.49,0.10,-0.04,1.09 +21173,21173,"Montgomery County, Kentucky",Kentucky,KY,Montgomery,"Montgomery County, KY",-0.52,-0.52,-0.92,,-0.66,-0.86,-0.56,0.52 +21175,21175,"Morgan County, Kentucky",Kentucky,KY,Morgan,"Morgan County, KY",-1.06,,-1.06,,-0.56,-0.73,-1.05, +21177,21177,"Muhlenberg County, Kentucky",Kentucky,KY,Muhlenberg,"Muhlenberg County, KY",0.01,0.01,-0.45,,-0.03,-0.56,-0.43,0.92 +21179,21179,"Nelson County, Kentucky",Kentucky,KY,Nelson,"Nelson County, KY",0.24,0.24,-0.10,,0.67,-0.96,0.01,0.76 +21181,21181,"Nicholas County, Kentucky",Kentucky,KY,Nicholas,"Nicholas County, KY",-0.21,-0.21,-0.71,,-0.44,-0.59,-0.56,0.88 +21183,21183,"Ohio County, Kentucky",Kentucky,KY,Ohio,"Ohio County, KY",0.13,0.13,-0.18,,0.17,-0.45,-0.18,0.69 +21185,21185,"Oldham County, Kentucky",Kentucky,KY,Oldham,"Oldham County, KY",0.72,0.72,0.41,,1.36,-1.06,0.53,0.93 +21187,21187,"Owen County, Kentucky",Kentucky,KY,Owen,"Owen County, KY",-0.06,-0.06,-0.61,,-0.80,-0.47,-0.15,1.16 +21189,21189,"Owsley County, Kentucky",Kentucky,KY,Owsley,"Owsley County, KY",-0.24,-0.24,-0.93,,-0.23,-0.11,-1.64,1.19 +21191,21191,"Pendleton County, Kentucky",Kentucky,KY,Pendleton,"Pendleton County, KY",0.52,0.52,0.13,,1.17,-0.48,-0.40,0.96 +21193,21193,"Perry County, Kentucky",Kentucky,KY,Perry,"Perry County, KY",-0.17,-0.17,-0.61,,0.09,-0.55,-0.87,0.73 +21195,21195,"Pike County, Kentucky",Kentucky,KY,Pike,"Pike County, KY",-0.11,-0.11,-0.70,,0.13,-0.96,-0.72,1.07 +21197,21197,"Powell County, Kentucky",Kentucky,KY,Powell,"Powell County, KY",-0.22,-0.22,-0.77,,-0.16,-0.86,-0.69,0.95 +21199,21199,"Pulaski County, Kentucky",Kentucky,KY,Pulaski,"Pulaski County, KY",-0.36,-0.36,-0.75,,-0.75,-0.65,-0.31,0.63 +21201,21201,"Robertson County, Kentucky",Kentucky,KY,Robertson,"Robertson County, KY",0.25,0.25,-0.28,,0.04,-0.58,-0.13,1.22 +21203,21203,"Rockcastle County, Kentucky",Kentucky,KY,Rockcastle,"Rockcastle County, KY",-0.38,-0.38,-1.00,,0.22,-0.87,-1.48,0.91 +21205,21205,"Rowan County, Kentucky",Kentucky,KY,Rowan,"Rowan County, KY",-0.53,-0.53,-1.14,,-0.67,-0.75,-1.09,0.91 +21207,21207,"Russell County, Kentucky",Kentucky,KY,Russell,"Russell County, KY",-0.15,-0.15,-0.62,,-0.88,-0.51,-0.07,0.97 +21209,21209,"Scott County, Kentucky",Kentucky,KY,Scott,"Scott County, KY",0.05,0.05,0.02,,0.87,-0.88,0.01,-0.05 +21211,21211,"Shelby County, Kentucky",Kentucky,KY,Shelby,"Shelby County, KY",-0.08,-0.08,-0.38,,-0.14,-0.84,0.07,0.56 +21213,21213,"Simpson County, Kentucky",Kentucky,KY,Simpson,"Simpson County, KY",0.01,0.01,-0.21,,0.28,-0.54,-0.24,0.38 +21215,21215,"Spencer County, Kentucky",Kentucky,KY,Spencer,"Spencer County, KY",0.77,0.77,0.41,,1.58,-1.17,0.44,1.02 +21217,21217,"Taylor County, Kentucky",Kentucky,KY,Taylor,"Taylor County, KY",-0.78,-0.78,-1.02,,-1.70,-0.62,-0.04,0.19 +21219,21219,"Todd County, Kentucky",Kentucky,KY,Todd,"Todd County, KY",0.52,0.52,0.18,,0.98,-0.24,-0.35,0.87 +21221,21221,"Trigg County, Kentucky",Kentucky,KY,Trigg,"Trigg County, KY",-0.01,-0.01,-0.33,,-0.53,-0.42,0.13,0.69 +21223,21223,"Trimble County, Kentucky",Kentucky,KY,Trimble,"Trimble County, KY",-0.25,-0.25,-0.87,,-0.35,-0.95,-0.65,1.11 +21225,21225,"Union County, Kentucky",Kentucky,KY,Union,"Union County, KY",0.13,0.13,-0.24,,0.41,-0.43,-0.53,0.75 +21227,21227,"Warren County, Kentucky",Kentucky,KY,Warren,"Warren County, KY",-0.28,-0.28,-0.48,,0.21,-0.78,-0.52,0.17 +21229,21229,"Washington County, Kentucky",Kentucky,KY,Washington,"Washington County, KY",0.33,0.33,-0.07,,0.11,-0.50,0.16,1.01 +21231,21231,"Wayne County, Kentucky",Kentucky,KY,Wayne,"Wayne County, KY",-0.64,-0.64,-1.33,,-0.39,-0.87,-1.61,0.94 +21233,21233,"Webster County, Kentucky",Kentucky,KY,Webster,"Webster County, KY",0.15,0.15,-0.27,,-0.18,-0.29,-0.17,0.97 +21235,21235,"Whitley County, Kentucky",Kentucky,KY,Whitley,"Whitley County, KY",-0.20,-0.20,-0.64,,-0.06,-0.52,-0.82,0.70 +21237,21237,"Wolfe County, Kentucky",Kentucky,KY,Wolfe,"Wolfe County, KY",,,,,,-0.89,-1.88,0.99 +21239,21239,"Woodford County, Kentucky",Kentucky,KY,Woodford,"Woodford County, KY",0.53,0.53,0.35,,0.58,-0.39,0.50,0.62 +22001,22001,"Acadia Parish, Louisiana",Louisiana,LA,Acadia,"Acadia Parish, LA",-1.27,-1.27,-1.27,,-0.65,-1.35,-0.81,-0.83 +22003,22003,"Allen Parish, Louisiana",Louisiana,LA,Allen,"Allen Parish, LA",-1.09,-1.09,-1.68,,-0.39,-1.09,-2.13,0.40 +22005,22005,"Ascension Parish, Louisiana",Louisiana,LA,Ascension,"Ascension Parish, LA",-0.66,-0.66,-0.88,,0.20,-1.60,-0.56,-0.08 +22007,22007,"Assumption Parish, Louisiana",Louisiana,LA,Assumption,"Assumption Parish, LA",-1.53,-1.53,-1.72,,-1.22,-1.50,-1.08,-0.54 +22009,22009,"Avoyelles Parish, Louisiana",Louisiana,LA,Avoyelles,"Avoyelles Parish, LA",-2.34,-2.34,-1.94,,-1.43,-1.16,-1.66,-2.29 +22011,22011,"Beauregard Parish, Louisiana",Louisiana,LA,Beauregard,"Beauregard Parish, LA",-0.33,-0.33,-0.82,,0.29,-0.87,-1.17,0.67 +22013,22013,"Bienville Parish, Louisiana",Louisiana,LA,Bienville,"Bienville Parish, LA",-1.17,-1.17,-1.15,,-1.53,-0.12,-0.92,-0.66 +22015,22015,"Bossier Parish, Louisiana",Louisiana,LA,Bossier,"Bossier Parish, LA",-1.14,-1.14,-1.28,,-0.33,-1.35,-1.12,-0.50 +22017,22017,"Caddo Parish, Louisiana",Louisiana,LA,Caddo,"Caddo Parish, LA",-2.05,-2.05,-1.73,,-1.91,-1.01,-0.94,-1.83 +22019,22019,"Calcasieu Parish, Louisiana",Louisiana,LA,Calcasieu,"Calcasieu Parish, LA",-1.69,-1.69,-1.41,,-0.83,-1.19,-1.08,-1.66 +22021,22021,"Caldwell Parish, Louisiana",Louisiana,LA,Caldwell,"Caldwell Parish, LA",,,,,,-0.75,-1.42,0.03 +22023,22023,"Cameron Parish, Louisiana",Louisiana,LA,Cameron,"Cameron Parish, LA",,,,,,-1.12,-0.86,0.47 +22025,22025,"Catahoula Parish, Louisiana",Louisiana,LA,Catahoula,"Catahoula Parish, LA",-1.18,-1.18,-1.04,,-0.52,-0.68,-1.09,-1.08 +22027,22027,"Claiborne Parish, Louisiana",Louisiana,LA,Claiborne,"Claiborne Parish, LA",-1.99,-1.99,-2.14,,-2.84,-0.47,-1.43,-0.71 +22029,22029,"Concordia Parish, Louisiana",Louisiana,LA,Concordia,"Concordia Parish, LA",-2.02,-2.02,-1.72,,-1.27,-1.06,-1.43,-1.89 +22031,22031,"De Soto Parish, Louisiana",Louisiana,LA,De Soto,"De Soto Parish, LA",-2.53,-2.53,-1.52,,-1.82,-0.69,-0.89,-3.56 +22033,22033,"East Baton Rouge Parish, Louisiana",Louisiana,LA,East Baton Rouge,"East Baton Rouge Parish, LA",-1.79,-1.79,-1.41,,-1.34,-0.91,-0.88,-1.87 +22035,22035,"East Carroll Parish, Louisiana",Louisiana,LA,East Carroll,"East Carroll Parish, LA",-2.33,-2.33,-2.12,,-3.20,-0.43,-1.11,-1.63 +22037,22037,"East Feliciana Parish, Louisiana",Louisiana,LA,East Feliciana,"East Feliciana Parish, LA",-1.34,-1.34,-1.74,,-2.27,-0.70,-0.93,0.18 +22039,22039,"Evangeline Parish, Louisiana",Louisiana,LA,Evangeline,"Evangeline Parish, LA",-0.89,-0.89,-1.42,,-1.13,-1.32,-0.72,0.58 +22041,22041,"Franklin Parish, Louisiana",Louisiana,LA,Franklin,"Franklin Parish, LA",-1.08,-1.08,-1.53,,-1.74,-0.67,-1.00,0.37 +22043,22043,"Grant Parish, Louisiana",Louisiana,LA,Grant,"Grant Parish, LA",-0.69,-0.69,-1.37,,-0.28,-1.07,-1.62,0.87 +22045,22045,"Iberia Parish, Louisiana",Louisiana,LA,Iberia,"Iberia Parish, LA",-1.24,-1.24,-1.68,,-1.69,-1.39,-0.69,0.24 +22047,22047,"Iberville Parish, Louisiana",Louisiana,LA,Iberville,"Iberville Parish, LA",-3.30,-3.30,-2.10,,-2.54,-1.38,-0.79,-4.37 +22049,22049,"Jackson Parish, Louisiana",Louisiana,LA,Jackson,"Jackson Parish, LA",-0.91,-0.91,-1.16,,-0.83,-0.53,-1.19,-0.06 +22051,22051,"Jefferson Parish, Louisiana",Louisiana,LA,Jefferson,"Jefferson Parish, LA",-1.61,-1.61,-1.59,,-1.20,-1.37,-0.95,-1.03 +22053,22053,"Jefferson Davis Parish, Louisiana",Louisiana,LA,Jefferson Davis,"Jefferson Davis Parish, LA",-0.91,-0.91,-1.27,,-0.73,-1.21,-0.88,0.16 +22055,22055,"Lafayette Parish, Louisiana",Louisiana,LA,Lafayette,"Lafayette Parish, LA",-1.73,-1.73,-1.41,,-0.89,-1.34,-0.89,-1.77 +22057,22057,"Lafourche Parish, Louisiana",Louisiana,LA,Lafourche,"Lafourche Parish, LA",-0.94,-0.94,-1.44,,-0.70,-1.42,-1.05,0.43 +22059,22059,"LaSalle Parish, Louisiana",Louisiana,LA,La Salle,"LaSalle Parish, LA",-0.75,-0.75,-0.88,,0.10,-0.66,-1.32,-0.34 +22061,22061,"Lincoln Parish, Louisiana",Louisiana,LA,Lincoln,"Lincoln Parish, LA",-1.45,-1.45,-1.62,,-1.23,-0.70,-1.61,-0.55 +22063,22063,"Livingston Parish, Louisiana",Louisiana,LA,Livingston,"Livingston Parish, LA",-1.27,-1.27,-1.36,,-0.21,-1.59,-1.17,-0.73 +22065,22065,"Madison Parish, Louisiana",Louisiana,LA,Madison,"Madison Parish, LA",-3.19,-3.19,-3.03,,-3.57,-1.45,-1.70,-2.07 +22067,22067,"Morehouse Parish, Louisiana",Louisiana,LA,Morehouse,"Morehouse Parish, LA",-1.68,-1.68,-1.31,,-1.46,-0.62,-0.84,-1.74 +22069,22069,"Natchitoches Parish, Louisiana",Louisiana,LA,Natchitoches,"Natchitoches Parish, LA",-1.98,-1.98,-1.74,,-1.81,-0.58,-1.43,-1.65 +22071,22071,"Orleans Parish, Louisiana",Louisiana,LA,Orleans,"Orleans Parish, LA",-3.06,-3.06,-2.39,,-2.59,-0.68,-1.97,-3.18 +22073,22073,"Ouachita Parish, Louisiana",Louisiana,LA,Ouachita,"Ouachita Parish, LA",-2.34,-2.34,-1.54,,-1.71,-0.94,-0.79,-3.04 +22075,22075,"Plaquemines Parish, Louisiana",Louisiana,LA,Plaquemines,"Plaquemines Parish, LA",-0.74,-0.74,-1.22,,-0.25,-1.30,-1.12,0.45 +22077,22077,"Pointe Coupee Parish, Louisiana",Louisiana,LA,Pointe Coupee,"Pointe Coupee Parish, LA",-1.77,-1.77,-1.48,,-1.33,-1.26,-0.71,-1.68 +22079,22079,"Rapides Parish, Louisiana",Louisiana,LA,Rapides,"Rapides Parish, LA",-2.28,-2.28,-1.33,,-1.13,-0.93,-0.90,-3.39 +22081,22081,"Red River Parish, Louisiana",Louisiana,LA,Red River,"Red River Parish, LA",-1.43,-1.43,-1.09,,-0.68,-0.72,-1.00,-1.64 +22083,22083,"Richland Parish, Louisiana",Louisiana,LA,Richland,"Richland Parish, LA",-1.14,-1.14,-1.09,,-0.88,-0.69,-0.85,-0.81 +22085,22085,"Sabine Parish, Louisiana",Louisiana,LA,Sabine,"Sabine Parish, LA",-0.85,-0.85,-1.11,,-0.12,-0.37,-1.86,-0.12 +22087,22087,"St. Bernard Parish, Louisiana",Louisiana,LA,St. Bernard,"St. Bernard Parish, LA",-1.71,-1.71,-2.39,,-1.19,-1.58,-2.40,0.28 +22089,22089,"St. Charles Parish, Louisiana",Louisiana,LA,St. Charles,"St. Charles Parish, LA",-1.30,-1.30,-1.22,,-0.84,-1.44,-0.47,-0.96 +22091,22091,"St. Helena Parish, Louisiana",Louisiana,LA,St. Helena,"St. Helena Parish, LA",-1.72,-1.72,-1.64,,-2.00,-1.07,-0.62,-1.09 +22093,22093,"St. James Parish, Louisiana",Louisiana,LA,St. James,"St. James Parish, LA",-1.51,-1.51,-1.16,,-0.82,-1.43,-0.38,-1.66 +22095,22095,"St. John the Baptist Parish, Louisiana",Louisiana,LA,St. John the Baptist,"St. John the Baptist Parish, LA",-0.92,-0.92,-1.44,,-1.07,-1.53,-0.62,0.55 +22097,22097,"St. Landry Parish, Louisiana",Louisiana,LA,St. Landry,"St. Landry Parish, LA",-2.10,-2.10,-1.48,,-1.43,-1.31,-0.59,-2.52 +22099,22099,"St. Martin Parish, Louisiana",Louisiana,LA,St. Martin,"St. Martin Parish, LA",-0.92,-0.92,-1.14,,-0.36,-1.67,-0.51,-0.17 +22101,22101,"St. Mary Parish, Louisiana",Louisiana,LA,St. Mary,"St. Mary Parish, LA",-1.99,-1.99,-1.79,,-1.67,-1.19,-1.10,-1.59 +22103,22103,"St. Tammany Parish, Louisiana",Louisiana,LA,St. Tammany,"St. Tammany Parish, LA",-0.30,-0.30,-0.64,,0.31,-1.27,-0.48,0.40 +22105,22105,"Tangipahoa Parish, Louisiana",Louisiana,LA,Tangipahoa,"Tangipahoa Parish, LA",-2.43,-2.43,-1.60,,-0.83,-1.18,-1.49,-3.30 +22107,22107,"Tensas Parish, Louisiana",Louisiana,LA,Tensas,"Tensas Parish, LA",-1.80,,-1.80,,-3.01,-0.31,-0.74, +22109,22109,"Terrebonne Parish, Louisiana",Louisiana,LA,Terrebonne,"Terrebonne Parish, LA",-1.31,-1.31,-1.41,,-0.47,-1.36,-1.27,-0.68 +22111,22111,"Union Parish, Louisiana",Louisiana,LA,Union,"Union Parish, LA",-1.02,-1.02,-1.21,,-1.25,-0.61,-0.85,-0.17 +22113,22113,"Vermilion Parish, Louisiana",Louisiana,LA,Vermilion,"Vermilion Parish, LA",-1.41,-1.41,-1.41,,-0.85,-1.47,-0.82,-0.88 +22115,22115,"Vernon Parish, Louisiana",Louisiana,LA,Vernon,"Vernon Parish, LA",-0.91,-0.91,-1.29,,0.72,-1.21,-2.21,-0.05 +22117,22117,"Washington Parish, Louisiana",Louisiana,LA,Washington,"Washington Parish, LA",-1.87,-1.87,-1.69,,-1.41,-1.05,-1.26,-1.52 +22119,22119,"Webster Parish, Louisiana",Louisiana,LA,Webster,"Webster Parish, LA",-1.43,-1.43,-1.50,,-1.47,-0.81,-1.04,-0.70 +22121,22121,"West Baton Rouge Parish, Louisiana",Louisiana,LA,West Baton Rouge,"West Baton Rouge Parish, LA",-1.25,-1.25,-1.38,,-1.14,-1.55,-0.43,-0.45 +22123,22123,"West Carroll Parish, Louisiana",Louisiana,LA,West Carroll,"West Carroll Parish, LA",-1.02,-1.02,-0.86,,-0.16,-0.45,-1.25,-1.06 +22125,22125,"West Feliciana Parish, Louisiana",Louisiana,LA,West Feliciana,"West Feliciana Parish, LA",-2.00,-2.00,-2.70,,-2.26,-1.29,-2.33,0.27 +22127,22127,"Winn Parish, Louisiana",Louisiana,LA,Winn,"Winn Parish, LA",-1.39,-1.39,-1.22,,-0.59,-0.43,-1.61,-1.28 +23001,23001,"Androscoggin County, Maine",Maine,ME,Androscoggin,"Androscoggin County, ME",0.31,0.31,0.19,,-0.47,-0.03,0.77,0.53 +23003,23003,"Aroostook County, Maine",Maine,ME,Aroostook,"Aroostook County, ME",0.75,0.75,0.56,,0.38,0.58,0.21,0.83 +23005,23005,"Cumberland County, Maine",Maine,ME,Cumberland,"Cumberland County, ME",0.92,0.92,0.95,,0.11,0.54,1.27,0.59 +23007,23007,"Franklin County, Maine",Maine,ME,Franklin,"Franklin County, ME",0.51,0.51,0.34,,0.09,0.68,-0.07,0.67 +23009,23009,"Hancock County, Maine",Maine,ME,Hancock,"Hancock County, ME",1.00,1.00,0.87,,0.11,1.38,0.34,0.92 +23011,23011,"Kennebec County, Maine",Maine,ME,Kennebec,"Kennebec County, ME",0.54,0.54,0.55,,-0.37,0.60,0.84,0.40 +23013,23013,"Knox County, Maine",Maine,ME,Knox,"Knox County, ME",1.04,1.04,0.95,,-0.40,1.36,0.98,0.97 +23015,23015,"Lincoln County, Maine",Maine,ME,Lincoln,"Lincoln County, ME",0.51,0.51,0.49,,-1.11,1.14,0.88,0.56 +23017,23017,"Oxford County, Maine",Maine,ME,Oxford,"Oxford County, ME",0.52,0.52,0.38,,-0.30,0.62,0.41,0.69 +23019,23019,"Penobscot County, Maine",Maine,ME,Penobscot,"Penobscot County, ME",0.57,0.57,0.37,,-0.16,0.20,0.64,0.82 +23021,23021,"Piscataquis County, Maine",Maine,ME,Piscataquis,"Piscataquis County, ME",-0.18,-0.18,-0.33,,-1.32,0.67,-0.15,0.34 +23023,23023,"Sagadahoc County, Maine",Maine,ME,Sagadahoc,"Sagadahoc County, ME",1.30,1.30,1.19,,0.79,0.43,1.26,1.02 +23025,23025,"Somerset County, Maine",Maine,ME,Somerset,"Somerset County, ME",0.02,0.02,-0.25,,-0.66,0.05,-0.02,0.64 +23027,23027,"Waldo County, Maine",Maine,ME,Waldo,"Waldo County, ME",0.79,0.79,0.61,,-0.14,0.66,0.70,0.93 +23029,23029,"Washington County, Maine",Maine,ME,Washington,"Washington County, ME",0.38,0.38,0.27,,-0.52,1.29,-0.23,0.53 +23031,23031,"York County, Maine",Maine,ME,York,"York County, ME",0.70,0.70,0.69,,0.47,-0.04,0.95,0.46 +24001,24001,"Allegany County, Maryland",Maryland,MD,Allegany,"Allegany County, MD",-0.22,-0.22,-0.12,,0.03,0.21,-0.52,-0.40 +24003,24003,"Anne Arundel County, Maryland",Maryland,MD,Anne Arundel,"Anne Arundel County, MD",-0.16,-0.16,0.28,,0.69,-0.50,0.36,-1.11 +24005,24005,"Baltimore County, Maryland",Maryland,MD,Baltimore,"Baltimore County, MD",-0.53,-0.53,-0.05,,-0.17,-0.40,0.36,-1.34 +24009,24009,"Calvert County, Maryland",Maryland,MD,Calvert,"Calvert County, MD",0.46,0.46,0.30,,0.31,-0.45,0.69,0.59 +24011,24011,"Caroline County, Maryland",Maryland,MD,Caroline,"Caroline County, MD",-0.47,-0.47,-0.40,,-0.86,-0.01,-0.10,-0.37 +24013,24013,"Carroll County, Maryland",Maryland,MD,Carroll,"Carroll County, MD",0.64,0.64,0.68,,0.99,-0.50,0.90,0.23 +24015,24015,"Cecil County, Maryland",Maryland,MD,Cecil,"Cecil County, MD",-0.50,-0.50,-0.10,,0.43,-0.47,-0.22,-1.23 +24017,24017,"Charles County, Maryland",Maryland,MD,Charles,"Charles County, MD",-0.25,-0.25,0.00,,-0.11,-0.63,0.62,-0.66 +24019,24019,"Dorchester County, Maryland",Maryland,MD,Dorchester,"Dorchester County, MD",-0.84,-0.84,-0.48,,-1.31,0.16,-0.01,-1.14 +24021,24021,"Frederick County, Maryland",Maryland,MD,Frederick,"Frederick County, MD",0.52,0.52,0.66,,0.84,-0.19,0.70,-0.05 +24023,24023,"Garrett County, Maryland",Maryland,MD,Garrett,"Garrett County, MD",0.31,0.31,0.48,,0.78,0.68,-0.41,-0.27 +24025,24025,"Harford County, Maryland",Maryland,MD,Harford,"Harford County, MD",0.27,0.27,0.37,,0.52,-0.59,0.76,-0.09 +24027,24027,"Howard County, Maryland",Maryland,MD,Howard,"Howard County, MD",0.90,0.90,1.01,,1.22,-0.26,1.14,0.23 +24029,24029,"Kent County, Maryland",Maryland,MD,Kent,"Kent County, MD",0.23,0.23,0.49,,-0.23,1.21,0.04,-0.35 +24031,24031,"Montgomery County, Maryland",Maryland,MD,Montgomery,"Montgomery County, MD",0.72,0.72,0.75,,0.77,-0.18,0.93,0.35 +24033,24033,"Prince George's County, Maryland",Maryland,MD,Prince George's,"Prince George's County, MD",-0.96,-0.96,-0.53,,-1.19,-0.48,0.36,-1.36 +24035,24035,"Queen Anne's County, Maryland",Maryland,MD,Queen Anne's,"Queen Anne's County, MD",0.58,0.58,0.64,,0.96,-0.23,0.60,0.14 +24037,24037,"St. Mary's County, Maryland",Maryland,MD,St. Mary's,"St. Mary's County, MD",0.16,0.16,0.12,,0.76,-0.55,0.01,0.07 +24039,24039,"Somerset County, Maryland",Maryland,MD,Somerset,"Somerset County, MD",-1.18,-1.18,-1.37,,-2.06,-0.16,-0.87,-0.16 +24041,24041,"Talbot County, Maryland",Maryland,MD,Talbot,"Talbot County, MD",0.24,0.24,0.33,,-0.68,0.69,0.59,0.08 +24043,24043,"Washington County, Maryland",Maryland,MD,Washington,"Washington County, MD",-0.04,-0.04,0.01,,0.24,-0.10,-0.17,-0.18 +24045,24045,"Wicomico County, Maryland",Maryland,MD,Wicomico,"Wicomico County, MD",-0.83,-0.83,-0.44,,-0.61,-0.19,-0.24,-1.30 +24047,24047,"Worcester County, Maryland",Maryland,MD,Worcester,"Worcester County, MD",-0.54,-0.54,-0.32,,-0.92,0.18,-0.05,-0.71 +24510,24510,"Baltimore city, Maryland",Maryland,MD,Baltimore City,"Baltimore city, MD",-3.51,-3.51,-1.60,,-2.85,-0.17,-0.61,-5.90 +25001,25001,"Barnstable County, Massachusetts",Massachusetts,MA,Barnstable,"Barnstable County, MA",0.36,0.36,0.96,,0.01,0.05,1.83,-0.94 +25003,25003,"Berkshire County, Massachusetts",Massachusetts,MA,Berkshire,"Berkshire County, MA",0.02,0.02,0.26,,-0.71,0.12,1.00,-0.37 +25005,25005,"Bristol County, Massachusetts",Massachusetts,MA,Bristol,"Bristol County, MA",-0.64,-0.64,-0.13,,-0.42,-0.80,0.78,-1.41 +25007,25007,"Dukes County, Massachusetts",Massachusetts,MA,Dukes,"Dukes County, MA",,,,,-0.92,1.53,,0.18 +25009,25009,"Essex County, Massachusetts",Massachusetts,MA,Essex,"Essex County, MA",0.02,0.02,0.39,,-0.06,-0.59,1.31,-0.71 +25011,25011,"Franklin County, Massachusetts",Massachusetts,MA,Franklin,"Franklin County, MA",0.36,0.36,0.82,,-0.01,0.10,1.52,-0.65 +25013,25013,"Hampden County, Massachusetts",Massachusetts,MA,Hampden,"Hampden County, MA",-1.15,-1.15,-0.52,,-1.42,-0.75,0.84,-1.86 +25015,25015,"Hampshire County, Massachusetts",Massachusetts,MA,Hampshire,"Hampshire County, MA",0.48,0.48,0.65,,0.23,-0.23,1.27,-0.02 +25017,25017,"Middlesex County, Massachusetts",Massachusetts,MA,Middlesex,"Middlesex County, MA",0.94,0.94,1.10,,1.15,-0.41,1.52,0.20 +25019,25019,"Nantucket County, Massachusetts",Massachusetts,MA,Nantucket,"Nantucket County, MA",,,,,0.58,1.10,,-0.39 +25021,25021,"Norfolk County, Massachusetts",Massachusetts,MA,Norfolk,"Norfolk County, MA",1.10,1.10,1.26,,1.40,-0.46,1.66,0.27 +25023,25023,"Plymouth County, Massachusetts",Massachusetts,MA,Plymouth,"Plymouth County, MA",0.20,0.20,0.66,,0.45,-0.66,1.47,-0.82 +25025,25025,"Suffolk County, Massachusetts",Massachusetts,MA,Suffolk,"Suffolk County, MA",-1.58,-1.58,-0.56,,-1.59,-0.08,0.29,-2.94 +25027,25027,"Worcester County, Massachusetts",Massachusetts,MA,Worcester,"Worcester County, MA",-0.01,-0.01,0.45,,0.32,-0.62,1.13,-0.98 +26001,26001,"Alcona County, Michigan",Michigan,MI,Alcona,"Alcona County, MI",0.66,0.66,0.56,,0.17,0.52,0.45,0.62 +26003,26003,"Alger County, Michigan",Michigan,MI,Alger,"Alger County, MI",0.17,0.17,0.05,,0.04,0.39,-0.34,0.31 +26005,26005,"Allegan County, Michigan",Michigan,MI,Allegan,"Allegan County, MI",0.64,0.64,0.72,,1.11,-0.69,1.03,0.13 +26007,26007,"Alpena County, Michigan",Michigan,MI,Alpena,"Alpena County, MI",0.33,0.33,0.48,,-0.21,0.34,0.79,-0.05 +26009,26009,"Antrim County, Michigan",Michigan,MI,Antrim,"Antrim County, MI",0.63,0.63,0.56,,0.29,-0.04,0.86,0.55 +26011,26011,"Arenac County, Michigan",Michigan,MI,Arenac,"Arenac County, MI",0.30,0.30,0.28,,-0.06,-0.08,0.63,0.26 +26013,26013,"Baraga County, Michigan",Michigan,MI,Baraga,"Baraga County, MI",-0.31,-0.31,-0.31,,0.10,0.05,-0.82,-0.27 +26015,26015,"Barry County, Michigan",Michigan,MI,Barry,"Barry County, MI",0.83,0.83,0.81,,1.05,-0.57,1.18,0.48 +26017,26017,"Bay County, Michigan",Michigan,MI,Bay,"Bay County, MI",-0.14,-0.14,0.00,,-0.69,-0.61,1.12,-0.26 +26019,26019,"Benzie County, Michigan",Michigan,MI,Benzie,"Benzie County, MI",0.50,0.50,0.35,,-0.39,0.03,0.97,0.71 +26021,26021,"Berrien County, Michigan",Michigan,MI,Berrien,"Berrien County, MI",-0.39,-0.39,-0.02,,-0.53,-0.30,0.66,-0.95 +26023,26023,"Branch County, Michigan",Michigan,MI,Branch,"Branch County, MI",0.32,0.32,0.33,,0.64,-0.33,0.33,0.10 +26025,26025,"Calhoun County, Michigan",Michigan,MI,Calhoun,"Calhoun County, MI",-0.82,-0.82,-0.21,,-0.71,-0.49,0.60,-1.71 +26027,26027,"Cass County, Michigan",Michigan,MI,Cass,"Cass County, MI",0.20,0.20,0.04,,0.35,-0.64,0.30,0.39 +26029,26029,"Charlevoix County, Michigan",Michigan,MI,Charlevoix,"Charlevoix County, MI",0.81,0.81,0.80,,0.32,0.37,0.93,0.56 +26031,26031,"Cheboygan County, Michigan",Michigan,MI,Cheboygan,"Cheboygan County, MI",0.20,0.20,0.03,,-0.36,-0.05,0.36,0.55 +26033,26033,"Chippewa County, Michigan",Michigan,MI,Chippewa,"Chippewa County, MI",-0.30,-0.30,-0.38,,-0.34,0.00,-0.54,-0.03 +26035,26035,"Clare County, Michigan",Michigan,MI,Clare,"Clare County, MI",-0.12,-0.12,-0.01,,-0.03,-0.32,0.25,-0.32 +26037,26037,"Clinton County, Michigan",Michigan,MI,Clinton,"Clinton County, MI",1.08,1.08,1.03,,1.04,-0.37,1.44,0.71 +26039,26039,"Crawford County, Michigan",Michigan,MI,Crawford,"Crawford County, MI",-0.53,-0.53,-0.52,,-0.58,-0.48,-0.16,-0.32 +26041,26041,"Delta County, Michigan",Michigan,MI,Delta,"Delta County, MI",0.58,0.58,0.64,,0.49,0.06,0.75,0.22 +26043,26043,"Dickinson County, Michigan",Michigan,MI,Dickinson,"Dickinson County, MI",0.76,0.76,0.54,,0.29,0.06,0.73,0.92 +26045,26045,"Eaton County, Michigan",Michigan,MI,Eaton,"Eaton County, MI",0.55,0.55,0.59,,0.25,-0.33,1.22,0.29 +26047,26047,"Emmet County, Michigan",Michigan,MI,Emmet,"Emmet County, MI",0.87,0.87,0.91,,0.24,0.32,1.28,0.50 +26049,26049,"Genesee County, Michigan",Michigan,MI,Genesee,"Genesee County, MI",-1.25,-1.25,-0.26,,-1.17,-0.62,1.03,-2.69 +26051,26051,"Gladwin County, Michigan",Michigan,MI,Gladwin,"Gladwin County, MI",0.27,0.27,0.34,,0.19,-0.35,0.77,0.03 +26053,26053,"Gogebic County, Michigan",Michigan,MI,Gogebic,"Gogebic County, MI",-0.02,-0.02,-0.31,,-1.09,0.25,0.07,0.70 +26055,26055,"Grand Traverse County, Michigan",Michigan,MI,Grand Traverse,"Grand Traverse County, MI",0.74,0.74,0.83,,0.38,-0.14,1.41,0.29 +26057,26057,"Gratiot County, Michigan",Michigan,MI,Gratiot,"Gratiot County, MI",0.09,0.09,-0.04,,-0.28,-0.14,0.25,0.34 +26059,26059,"Hillsdale County, Michigan",Michigan,MI,Hillsdale,"Hillsdale County, MI",0.23,0.23,0.16,,0.24,-0.38,0.40,0.28 +26061,26061,"Houghton County, Michigan",Michigan,MI,Houghton,"Houghton County, MI",0.70,0.70,0.49,,0.86,0.16,0.03,0.77 +26063,26063,"Huron County, Michigan",Michigan,MI,Huron,"Huron County, MI",0.41,0.41,0.36,,-0.06,0.28,0.46,0.40 +26065,26065,"Ingham County, Michigan",Michigan,MI,Ingham,"Ingham County, MI",-0.51,-0.51,0.15,,-0.60,-0.05,0.83,-1.59 +26067,26067,"Ionia County, Michigan",Michigan,MI,Ionia,"Ionia County, MI",0.34,0.34,0.26,,0.58,-0.60,0.50,0.30 +26069,26069,"Iosco County, Michigan",Michigan,MI,Iosco,"Iosco County, MI",0.20,0.20,0.24,,-0.20,0.01,0.60,0.09 +26071,26071,"Iron County, Michigan",Michigan,MI,Iron,"Iron County, MI",0.28,0.28,0.18,,-0.61,0.62,0.28,0.48 +26073,26073,"Isabella County, Michigan",Michigan,MI,Isabella,"Isabella County, MI",-0.34,-0.34,-0.56,,-0.49,-0.53,-0.26,0.24 +26075,26075,"Jackson County, Michigan",Michigan,MI,Jackson,"Jackson County, MI",-0.51,-0.51,-0.29,,-0.71,-0.63,0.57,-0.70 +26077,26077,"Kalamazoo County, Michigan",Michigan,MI,Kalamazoo,"Kalamazoo County, MI",-0.28,-0.28,0.19,,-0.20,-0.54,1.00,-1.10 +26079,26079,"Kalkaska County, Michigan",Michigan,MI,Kalkaska,"Kalkaska County, MI",0.20,0.20,0.20,,0.71,-0.43,0.10,0.03 +26081,26081,"Kent County, Michigan",Michigan,MI,Kent,"Kent County, MI",0.07,0.07,0.44,,0.02,-0.50,1.27,-0.69 +26083,26083,"Keweenaw County, Michigan",Michigan,MI,Keweenaw,"Keweenaw County, MI",-0.61,-0.61,-0.74,,-2.41,0.15,0.45,0.18 +26085,26085,"Lake County, Michigan",Michigan,MI,Lake,"Lake County, MI",-0.86,-0.86,-1.03,,-0.75,-0.33,-1.19,-0.20 +26087,26087,"Lapeer County, Michigan",Michigan,MI,Lapeer,"Lapeer County, MI",0.57,0.57,0.53,,0.48,-0.66,1.18,0.42 +26089,26089,"Leelanau County, Michigan",Michigan,MI,Leelanau,"Leelanau County, MI",1.03,1.03,0.88,,0.30,0.02,1.44,1.01 +26091,26091,"Lenawee County, Michigan",Michigan,MI,Lenawee,"Lenawee County, MI",0.09,0.09,0.06,,-0.29,-0.41,0.71,0.15 +26093,26093,"Livingston County, Michigan",Michigan,MI,Livingston,"Livingston County, MI",0.98,0.98,0.89,,1.06,-0.90,1.62,0.75 +26095,26095,"Luce County, Michigan",Michigan,MI,Luce,"Luce County, MI",-0.15,-0.15,-0.03,,0.17,0.31,-0.55,-0.42 +26097,26097,"Mackinac County, Michigan",Michigan,MI,Mackinac,"Mackinac County, MI",0.58,0.58,0.73,,0.65,0.94,-0.02,-0.01 +26099,26099,"Macomb County, Michigan",Michigan,MI,Macomb,"Macomb County, MI",0.06,0.06,0.19,,0.24,-1.03,1.07,-0.25 +26101,26101,"Manistee County, Michigan",Michigan,MI,Manistee,"Manistee County, MI",0.08,0.08,0.08,,-0.37,0.01,0.43,0.10 +26103,26103,"Marquette County, Michigan",Michigan,MI,Marquette,"Marquette County, MI",0.43,0.43,0.29,,0.24,-0.03,0.35,0.54 +26105,26105,"Mason County, Michigan",Michigan,MI,Mason,"Mason County, MI",-0.17,-0.17,-0.03,,-0.83,-0.05,0.67,-0.28 +26107,26107,"Mecosta County, Michigan",Michigan,MI,Mecosta,"Mecosta County, MI",-0.68,-0.68,-0.16,,0.27,-0.38,-0.28,-1.58 +26109,26109,"Menominee County, Michigan",Michigan,MI,Menominee,"Menominee County, MI",0.07,0.07,-0.06,,-0.23,-0.20,0.20,0.33 +26111,26111,"Midland County, Michigan",Michigan,MI,Midland,"Midland County, MI",1.02,1.02,0.99,,0.96,-0.21,1.30,0.63 +26113,26113,"Missaukee County, Michigan",Michigan,MI,Missaukee,"Missaukee County, MI",0.28,0.28,0.22,,0.54,-0.39,0.26,0.24 +26115,26115,"Monroe County, Michigan",Michigan,MI,Monroe,"Monroe County, MI",0.36,0.36,0.48,,0.55,-0.69,1.06,-0.06 +26117,26117,"Montcalm County, Michigan",Michigan,MI,Montcalm,"Montcalm County, MI",-0.02,-0.02,0.04,,-0.05,-0.40,0.44,-0.14 +26119,26119,"Montmorency County, Michigan",Michigan,MI,Montmorency,"Montmorency County, MI",0.11,0.11,-0.24,,-0.92,0.64,-0.31,0.88 +26121,26121,"Muskegon County, Michigan",Michigan,MI,Muskegon,"Muskegon County, MI",-0.68,-0.68,-0.25,,-0.77,-0.64,0.70,-1.21 +26123,26123,"Newaygo County, Michigan",Michigan,MI,Newaygo,"Newaygo County, MI",0.12,0.12,0.24,,0.55,-0.57,0.46,-0.25 +26125,26125,"Oakland County, Michigan",Michigan,MI,Oakland,"Oakland County, MI",0.74,0.74,0.84,,0.63,-0.57,1.60,0.26 +26127,26127,"Oceana County, Michigan",Michigan,MI,Oceana,"Oceana County, MI",0.07,0.07,-0.04,,-0.14,-0.23,0.19,0.29 +26129,26129,"Ogemaw County, Michigan",Michigan,MI,Ogemaw,"Ogemaw County, MI",-0.19,-0.19,-0.18,,-0.69,-0.26,0.43,-0.06 +26131,26131,"Ontonagon County, Michigan",Michigan,MI,Ontonagon,"Ontonagon County, MI",1.08,1.08,1.15,,0.67,1.51,0.29,0.49 +26133,26133,"Osceola County, Michigan",Michigan,MI,Osceola,"Osceola County, MI",0.02,0.02,0.01,,-0.21,0.09,0.07,0.03 +26135,26135,"Oscoda County, Michigan",Michigan,MI,Oscoda,"Oscoda County, MI",0.31,0.31,0.48,,0.23,-0.25,0.93,-0.15 +26137,26137,"Otsego County, Michigan",Michigan,MI,Otsego,"Otsego County, MI",0.25,0.25,0.15,,-0.01,-0.22,0.46,0.37 +26139,26139,"Ottawa County, Michigan",Michigan,MI,Ottawa,"Ottawa County, MI",0.83,0.83,0.94,,1.10,-0.60,1.42,0.22 +26141,26141,"Presque Isle County, Michigan",Michigan,MI,Presque Isle,"Presque Isle County, MI",0.85,0.85,0.73,,0.55,0.55,0.43,0.73 +26143,26143,"Roscommon County, Michigan",Michigan,MI,Roscommon,"Roscommon County, MI",-0.68,-0.68,-0.77,,-1.61,-0.15,-0.04,-0.07 +26145,26145,"Saginaw County, Michigan",Michigan,MI,Saginaw,"Saginaw County, MI",-1.07,-1.07,-0.09,,-0.93,-0.58,1.11,-2.58 +26147,26147,"St. Clair County, Michigan",Michigan,MI,St. Clair,"St. Clair County, MI",0.12,0.12,0.23,,-0.16,-0.36,0.88,-0.10 +26149,26149,"St. Joseph County, Michigan",Michigan,MI,St. Joseph,"St. Joseph County, MI",-0.02,-0.02,0.11,,0.18,-0.29,0.27,-0.32 +26151,26151,"Sanilac County, Michigan",Michigan,MI,Sanilac,"Sanilac County, MI",0.29,0.29,0.35,,0.43,-0.09,0.34,0.02 +26153,26153,"Schoolcraft County, Michigan",Michigan,MI,Schoolcraft,"Schoolcraft County, MI",-0.47,-0.47,-0.51,,-1.49,0.28,-0.02,-0.04 +26155,26155,"Shiawassee County, Michigan",Michigan,MI,Shiawassee,"Shiawassee County, MI",0.52,0.52,0.64,,0.44,-0.38,1.19,0.07 +26157,26157,"Tuscola County, Michigan",Michigan,MI,Tuscola,"Tuscola County, MI",0.62,0.62,0.75,,0.84,-0.31,1.00,0.07 +26159,26159,"Van Buren County, Michigan",Michigan,MI,Van Buren,"Van Buren County, MI",0.07,0.07,0.22,,0.15,-0.43,0.65,-0.29 +26161,26161,"Washtenaw County, Michigan",Michigan,MI,Washtenaw,"Washtenaw County, MI",0.46,0.46,0.73,,0.51,-0.38,1.32,-0.28 +26163,26163,"Wayne County, Michigan",Michigan,MI,Wayne,"Wayne County, MI",-2.06,-2.06,-0.65,,-1.50,-0.77,0.67,-4.07 +26165,26165,"Wexford County, Michigan",Michigan,MI,Wexford,"Wexford County, MI",-0.08,-0.08,0.09,,-0.21,-0.12,0.43,-0.38 +27001,27001,"Aitkin County, Minnesota",Minnesota,MN,Aitkin,"Aitkin County, MN",0.97,0.97,1.13,,-0.20,1.33,1.18,0.39 +27003,27003,"Anoka County, Minnesota",Minnesota,MN,Anoka,"Anoka County, MN",1.17,1.17,1.26,,0.63,-0.46,2.35,0.58 +27005,27005,"Becker County, Minnesota",Minnesota,MN,Becker,"Becker County, MN",1.25,1.25,1.23,,0.43,0.64,1.46,0.87 +27007,27007,"Beltrami County, Minnesota",Minnesota,MN,Beltrami,"Beltrami County, MN",0.36,0.36,0.50,,-0.97,0.37,1.47,0.13 +27009,27009,"Benton County, Minnesota",Minnesota,MN,Benton,"Benton County, MN",0.94,0.94,1.02,,0.20,-0.14,1.95,0.50 +27011,27011,"Big Stone County, Minnesota",Minnesota,MN,Big Stone,"Big Stone County, MN",2.54,2.54,2.77,,1.55,2.44,1.95,1.10 +27013,27013,"Blue Earth County, Minnesota",Minnesota,MN,Blue Earth,"Blue Earth County, MN",0.80,0.80,1.01,,-0.02,0.32,1.71,0.17 +27015,27015,"Brown County, Minnesota",Minnesota,MN,Brown,"Brown County, MN",1.73,1.73,1.81,,0.55,0.95,2.25,0.99 +27017,27017,"Carlton County, Minnesota",Minnesota,MN,Carlton,"Carlton County, MN",1.03,1.03,1.12,,0.25,0.34,1.68,0.52 +27019,27019,"Carver County, Minnesota",Minnesota,MN,Carver,"Carver County, MN",2.08,2.08,2.21,,2.10,-0.21,2.73,0.95 +27021,27021,"Cass County, Minnesota",Minnesota,MN,Cass,"Cass County, MN",0.61,0.61,0.98,,0.05,0.62,1.33,-0.32 +27023,27023,"Chippewa County, Minnesota",Minnesota,MN,Chippewa,"Chippewa County, MN",1.53,1.53,1.77,,0.64,1.03,2.02,0.53 +27025,27025,"Chisago County, Minnesota",Minnesota,MN,Chisago,"Chisago County, MN",1.47,1.47,1.50,,1.02,-0.10,2.17,0.85 +27027,27027,"Clay County, Minnesota",Minnesota,MN,Clay,"Clay County, MN",1.34,1.34,1.39,,1.29,0.04,1.57,0.65 +27029,27029,"Clearwater County, Minnesota",Minnesota,MN,Clearwater,"Clearwater County, MN",1.07,1.07,1.32,,0.37,1.17,1.20,0.19 +27031,27031,"Cook County, Minnesota",Minnesota,MN,Cook,"Cook County, MN",1.84,1.84,1.94,,0.51,2.38,1.24,1.00 +27033,27033,"Cottonwood County, Minnesota",Minnesota,MN,Cottonwood,"Cottonwood County, MN",1.77,1.77,2.00,,0.68,1.68,1.86,0.69 +27035,27035,"Crow Wing County, Minnesota",Minnesota,MN,Crow Wing,"Crow Wing County, MN",1.09,1.09,1.25,,0.29,0.48,1.78,0.41 +27037,27037,"Dakota County, Minnesota",Minnesota,MN,Dakota,"Dakota County, MN",1.34,1.34,1.47,,0.70,-0.32,2.60,0.62 +27039,27039,"Dodge County, Minnesota",Minnesota,MN,Dodge,"Dodge County, MN",1.55,1.55,1.80,,1.11,0.58,2.08,0.43 +27041,27041,"Douglas County, Minnesota",Minnesota,MN,Douglas,"Douglas County, MN",1.78,1.78,2.00,,1.30,0.83,2.08,0.66 +27043,27043,"Faribault County, Minnesota",Minnesota,MN,Faribault,"Faribault County, MN",1.66,1.66,1.84,,0.31,1.57,1.95,0.79 +27045,27045,"Fillmore County, Minnesota",Minnesota,MN,Fillmore,"Fillmore County, MN",2.15,2.15,2.32,,1.38,1.66,1.90,0.97 +27047,27047,"Freeborn County, Minnesota",Minnesota,MN,Freeborn,"Freeborn County, MN",1.08,1.08,1.18,,-0.31,0.59,2.06,0.63 +27049,27049,"Goodhue County, Minnesota",Minnesota,MN,Goodhue,"Goodhue County, MN",1.60,1.60,1.80,,0.70,0.76,2.28,0.65 +27051,27051,"Grant County, Minnesota",Minnesota,MN,Grant,"Grant County, MN",2.19,2.19,2.45,,0.61,2.65,1.95,0.92 +27053,27053,"Hennepin County, Minnesota",Minnesota,MN,Hennepin,"Hennepin County, MN",0.77,0.77,1.50,,0.34,0.18,2.51,-0.92 +27055,27055,"Houston County, Minnesota",Minnesota,MN,Houston,"Houston County, MN",1.79,1.79,1.95,,0.86,1.09,2.14,0.82 +27057,27057,"Hubbard County, Minnesota",Minnesota,MN,Hubbard,"Hubbard County, MN",1.25,1.25,1.29,,1.00,0.52,1.20,0.66 +27059,27059,"Isanti County, Minnesota",Minnesota,MN,Isanti,"Isanti County, MN",1.41,1.41,1.44,,0.89,-0.05,2.12,0.83 +27061,27061,"Itasca County, Minnesota",Minnesota,MN,Itasca,"Itasca County, MN",1.06,1.06,1.28,,0.59,0.76,1.31,0.22 +27063,27063,"Jackson County, Minnesota",Minnesota,MN,Jackson,"Jackson County, MN",1.84,1.84,1.94,,1.00,1.03,2.04,0.97 +27065,27065,"Kanabec County, Minnesota",Minnesota,MN,Kanabec,"Kanabec County, MN",0.86,0.86,1.04,,0.10,0.22,1.76,0.25 +27067,27067,"Kandiyohi County, Minnesota",Minnesota,MN,Kandiyohi,"Kandiyohi County, MN",1.17,1.17,1.34,,0.54,0.40,1.82,0.42 +27069,27069,"Kittson County, Minnesota",Minnesota,MN,Kittson,"Kittson County, MN",2.01,2.01,2.14,,0.12,2.83,1.59,1.11 +27071,27071,"Koochiching County, Minnesota",Minnesota,MN,Koochiching,"Koochiching County, MN",,,,,,1.36,1.05,0.40 +27073,27073,"Lac qui Parle County, Minnesota",Minnesota,MN,Lac qui Parle,"Lac qui Parle County, MN",2.22,2.22,2.43,,0.94,2.12,2.09,1.00 +27075,27075,"Lake County, Minnesota",Minnesota,MN,Lake,"Lake County, MN",1.45,1.45,1.58,,-0.11,1.28,2.07,0.81 +27077,27077,"Lake of the Woods County, Minnesota",Minnesota,MN,Lake of the Woods,"Lake of the Woods County, MN",1.44,1.44,1.45,,0.00,2.69,0.42,0.96 +27079,27079,"Le Sueur County, Minnesota",Minnesota,MN,Le Sueur,"Le Sueur County, MN",1.55,1.55,1.58,,0.87,0.25,2.14,0.92 +27081,27081,"Lincoln County, Minnesota",Minnesota,MN,Lincoln,"Lincoln County, MN",1.90,1.90,2.20,,1.06,2.01,1.62,0.59 +27083,27083,"Lyon County, Minnesota",Minnesota,MN,Lyon,"Lyon County, MN",1.46,1.46,1.65,,0.64,1.01,1.79,0.58 +27085,27085,"McLeod County, Minnesota",Minnesota,MN,McLeod,"McLeod County, MN",1.29,1.29,1.43,,0.28,0.53,2.11,0.61 +27087,27087,"Mahnomen County, Minnesota",Minnesota,MN,Mahnomen,"Mahnomen County, MN",,,,,-1.71,0.99,,-0.56 +27089,27089,"Marshall County, Minnesota",Minnesota,MN,Marshall,"Marshall County, MN",2.39,2.39,2.53,,1.37,2.21,1.83,1.21 +27091,27091,"Martin County, Minnesota",Minnesota,MN,Martin,"Martin County, MN",1.17,1.17,1.21,,-0.51,0.97,1.96,0.84 +27093,27093,"Meeker County, Minnesota",Minnesota,MN,Meeker,"Meeker County, MN",1.65,1.65,1.79,,1.09,0.54,2.11,0.73 +27095,27095,"Mille Lacs County, Minnesota",Minnesota,MN,Mille Lacs,"Mille Lacs County, MN",0.80,0.80,1.04,,-0.19,0.50,1.77,0.12 +27097,27097,"Morrison County, Minnesota",Minnesota,MN,Morrison,"Morrison County, MN",1.58,1.58,1.60,,0.80,0.55,1.96,0.98 +27099,27099,"Mower County, Minnesota",Minnesota,MN,Mower,"Mower County, MN",0.92,0.92,1.17,,0.25,0.43,1.70,0.13 +27101,27101,"Murray County, Minnesota",Minnesota,MN,Murray,"Murray County, MN",2.07,2.07,2.24,,0.91,1.88,1.95,0.99 +27103,27103,"Nicollet County, Minnesota",Minnesota,MN,Nicollet,"Nicollet County, MN",1.58,1.58,1.76,,1.29,0.08,2.28,0.59 +27105,27105,"Nobles County, Minnesota",Minnesota,MN,Nobles,"Nobles County, MN",1.09,1.09,1.18,,-0.01,0.67,1.73,0.60 +27107,27107,"Norman County, Minnesota",Minnesota,MN,Norman,"Norman County, MN",1.85,1.85,1.85,,0.51,1.90,1.51,1.22 +27109,27109,"Olmsted County, Minnesota",Minnesota,MN,Olmsted,"Olmsted County, MN",1.34,1.34,1.55,,0.80,0.07,2.31,0.43 +27111,27111,"Otter Tail County, Minnesota",Minnesota,MN,Otter Tail,"Otter Tail County, MN",1.46,1.46,1.58,,0.79,0.86,1.66,0.68 +27113,27113,"Pennington County, Minnesota",Minnesota,MN,Pennington,"Pennington County, MN",0.98,0.98,1.06,,-0.25,0.88,1.51,0.57 +27115,27115,"Pine County, Minnesota",Minnesota,MN,Pine,"Pine County, MN",0.39,0.39,0.54,,-0.13,0.31,0.86,-0.01 +27117,27117,"Pipestone County, Minnesota",Minnesota,MN,Pipestone,"Pipestone County, MN",1.99,1.99,2.03,,1.22,1.12,1.96,1.14 +27119,27119,"Polk County, Minnesota",Minnesota,MN,Polk,"Polk County, MN",1.26,1.26,1.53,,0.81,1.04,1.36,0.23 +27121,27121,"Pope County, Minnesota",Minnesota,MN,Pope,"Pope County, MN",2.06,2.06,2.27,,1.56,1.37,1.90,0.81 +27123,27123,"Ramsey County, Minnesota",Minnesota,MN,Ramsey,"Ramsey County, MN",0.44,0.44,1.16,,-0.20,0.28,2.21,-1.08 +27125,27125,"Red Lake County, Minnesota",Minnesota,MN,Red Lake,"Red Lake County, MN",1.54,1.54,1.51,,0.18,1.38,1.57,1.14 +27127,27127,"Redwood County, Minnesota",Minnesota,MN,Redwood,"Redwood County, MN",1.74,1.74,2.03,,0.94,1.51,1.83,0.52 +27129,27129,"Renville County, Minnesota",Minnesota,MN,Renville,"Renville County, MN",1.69,1.69,1.74,,0.61,1.34,1.71,1.00 +27131,27131,"Rice County, Minnesota",Minnesota,MN,Rice,"Rice County, MN",1.25,1.25,1.41,,0.81,0.20,1.90,0.46 +27133,27133,"Rock County, Minnesota",Minnesota,MN,Rock,"Rock County, MN",0.38,0.38,2.17,,1.17,1.37,2.04,-3.48 +27135,27135,"Roseau County, Minnesota",Minnesota,MN,Roseau,"Roseau County, MN",1.64,1.64,1.62,,0.70,1.20,1.50,1.09 +27137,27137,"St. Louis County, Minnesota",Minnesota,MN,St. Louis,"St. Louis County, MN",0.80,0.80,1.10,,-0.25,0.54,1.91,0.01 +27139,27139,"Scott County, Minnesota",Minnesota,MN,Scott,"Scott County, MN",1.61,1.61,1.72,,1.42,-0.37,2.49,0.75 +27141,27141,"Sherburne County, Minnesota",Minnesota,MN,Sherburne,"Sherburne County, MN",1.32,1.32,1.36,,0.87,-0.33,2.24,0.76 +27143,27143,"Sibley County, Minnesota",Minnesota,MN,Sibley,"Sibley County, MN",1.92,1.92,1.93,,0.85,1.16,2.03,1.22 +27145,27145,"Stearns County, Minnesota",Minnesota,MN,Stearns,"Stearns County, MN",1.03,1.03,1.23,,0.37,0.12,1.98,0.29 +27147,27147,"Steele County, Minnesota",Minnesota,MN,Steele,"Steele County, MN",1.43,1.43,1.56,,0.39,0.58,2.23,0.72 +27149,27149,"Stevens County, Minnesota",Minnesota,MN,Stevens,"Stevens County, MN",2.19,2.19,2.55,,1.42,1.62,2.38,0.63 +27151,27151,"Swift County, Minnesota",Minnesota,MN,Swift,"Swift County, MN",1.44,1.44,1.67,,-0.23,1.67,2.01,0.59 +27153,27153,"Todd County, Minnesota",Minnesota,MN,Todd,"Todd County, MN",1.40,1.40,1.46,,1.27,0.38,1.42,0.69 +27155,27155,"Traverse County, Minnesota",Minnesota,MN,Traverse,"Traverse County, MN",2.30,2.30,2.56,,1.59,2.14,1.76,0.87 +27157,27157,"Wabasha County, Minnesota",Minnesota,MN,Wabasha,"Wabasha County, MN",1.45,1.45,1.52,,0.32,0.59,2.20,0.86 +27159,27159,"Wadena County, Minnesota",Minnesota,MN,Wadena,"Wadena County, MN",1.42,1.42,1.59,,-0.18,1.76,1.72,0.69 +27161,27161,"Waseca County, Minnesota",Minnesota,MN,Waseca,"Waseca County, MN",1.47,1.47,1.51,,0.68,0.51,1.93,0.87 +27163,27163,"Washington County, Minnesota",Minnesota,MN,Washington,"Washington County, MN",1.64,1.64,1.72,,1.14,-0.30,2.69,0.87 +27165,27165,"Watonwan County, Minnesota",Minnesota,MN,Watonwan,"Watonwan County, MN",1.15,1.15,1.32,,-0.50,1.34,1.83,0.56 +27167,27167,"Wilkin County, Minnesota",Minnesota,MN,Wilkin,"Wilkin County, MN",1.57,1.57,1.73,,0.67,1.25,1.70,0.69 +27169,27169,"Winona County, Minnesota",Minnesota,MN,Winona,"Winona County, MN",1.34,1.34,1.36,,0.60,0.41,1.79,0.84 +27171,27171,"Wright County, Minnesota",Minnesota,MN,Wright,"Wright County, MN",1.67,1.67,1.70,,1.41,-0.16,2.27,0.94 +27173,27173,"Yellow Medicine County, Minnesota",Minnesota,MN,Yellow Medicine,"Yellow Medicine County, MN",1.74,1.74,1.88,,0.48,1.45,2.01,0.90 +28001,28001,"Adams County, Mississippi",Mississippi,MS,Adams,"Adams County, MS",-0.95,-0.95,-1.08,,-2.19,-0.46,0.12,-0.08 +28003,28003,"Alcorn County, Mississippi",Mississippi,MS,Alcorn,"Alcorn County, MS",-0.02,,-0.02,,0.61,-0.61,-0.09, +28005,28005,"Amite County, Mississippi",Mississippi,MS,Amite,"Amite County, MS",-0.29,,-0.29,,-1.17,-0.56,0.91, +28007,28007,"Attala County, Mississippi",Mississippi,MS,Attala,"Attala County, MS",-1.05,,-1.05,,-1.95,-0.38,-0.11, +28009,28009,"Benton County, Mississippi",Mississippi,MS,Benton,"Benton County, MS",,,,,,-0.60,-0.19, +28011,28011,"Bolivar County, Mississippi",Mississippi,MS,Bolivar,"Bolivar County, MS",-1.31,-1.31,-1.53,,-2.73,-0.34,-0.41,-0.09 +28013,28013,"Calhoun County, Mississippi",Mississippi,MS,Calhoun,"Calhoun County, MS",-0.19,,-0.19,,-0.44,0.18,-0.22, +28015,28015,"Carroll County, Mississippi",Mississippi,MS,Carroll,"Carroll County, MS",0.50,0.50,0.28,,0.68,-0.28,0.17,0.68 +28017,28017,"Chickasaw County, Mississippi",Mississippi,MS,Chickasaw,"Chickasaw County, MS",-0.35,-0.35,-0.51,,-1.67,0.07,0.34,0.32 +28019,28019,"Choctaw County, Mississippi",Mississippi,MS,Choctaw,"Choctaw County, MS",0.09,0.09,-0.27,,-0.53,-0.35,0.19,0.85 +28021,28021,"Claiborne County, Mississippi",Mississippi,MS,Claiborne,"Claiborne County, MS",-1.66,-1.66,-1.84,,-3.20,-0.25,-0.72,-0.34 +28023,28023,"Clarke County, Mississippi",Mississippi,MS,Clarke,"Clarke County, MS",0.09,,0.09,,-0.12,-0.04,0.27, +28025,28025,"Clay County, Mississippi",Mississippi,MS,Clay,"Clay County, MS",-0.71,-0.71,-0.64,,-1.82,-0.62,0.84,-0.36 +28027,28027,"Coahoma County, Mississippi",Mississippi,MS,Coahoma,"Coahoma County, MS",-2.69,-2.69,-2.17,,-3.63,-0.54,-0.72,-2.43 +28029,28029,"Copiah County, Mississippi",Mississippi,MS,Copiah,"Copiah County, MS",-0.76,,-0.76,,-1.66,-0.38,0.24, +28031,28031,"Covington County, Mississippi",Mississippi,MS,Covington,"Covington County, MS",-0.93,,-0.93,,-1.75,-0.81,0.35, +28033,28033,"DeSoto County, Mississippi",Mississippi,MS,DeSoto,"DeSoto County, MS",-0.30,-0.30,-0.57,,0.02,-1.28,-0.06,0.30 +28035,28035,"Forrest County, Mississippi",Mississippi,MS,Forrest,"Forrest County, MS",-0.71,-0.71,-1.00,,-1.40,-0.55,-0.32,0.26 +28037,28037,"Franklin County, Mississippi",Mississippi,MS,Franklin,"Franklin County, MS",-0.20,-0.20,-0.20,,-0.95,-0.06,0.44,-0.02 +28039,28039,"George County, Mississippi",Mississippi,MS,George,"George County, MS",0.30,0.30,-0.13,,0.33,-0.82,0.13,1.01 +28041,28041,"Greene County, Mississippi",Mississippi,MS,Greene,"Greene County, MS",0.14,0.14,-0.32,,0.82,-0.93,-0.60,0.88 +28043,28043,"Grenada County, Mississippi",Mississippi,MS,Grenada,"Grenada County, MS",-1.33,-1.33,-1.13,,-2.54,-0.58,0.44,-0.96 +28045,28045,"Hancock County, Mississippi",Mississippi,MS,Hancock,"Hancock County, MS",-0.52,-0.52,-1.08,,-0.24,-1.11,-1.03,0.78 +28047,28047,"Harrison County, Mississippi",Mississippi,MS,Harrison,"Harrison County, MS",-0.99,-0.99,-1.29,,-0.75,-1.03,-1.05,-0.02 +28049,28049,"Hinds County, Mississippi",Mississippi,MS,Hinds,"Hinds County, MS",-1.67,-1.67,-0.79,,-2.54,1.01,-0.30,-2.62 +28051,28051,"Holmes County, Mississippi",Mississippi,MS,Holmes,"Holmes County, MS",-2.13,,-2.13,,-4.59,0.13,-0.39, +28053,28053,"Humphreys County, Mississippi",Mississippi,MS,Humphreys,"Humphreys County, MS",-3.31,-3.31,-1.30,,-2.95,-0.33,0.24,-5.96 +28055,28055,"Issaquena County, Mississippi",Mississippi,MS,Issaquena,"Issaquena County, MS",-1.48,,-1.48,,-1.30,-1.37,-0.65, +28057,28057,"Itawamba County, Mississippi",Mississippi,MS,Itawamba,"Itawamba County, MS",-0.09,-0.09,-0.46,,-0.18,-0.66,-0.23,0.71 +28059,28059,"Jackson County, Mississippi",Mississippi,MS,Jackson,"Jackson County, MS",-0.86,-0.86,-1.04,,-0.74,-1.11,-0.49,-0.16 +28061,28061,"Jasper County, Mississippi",Mississippi,MS,Jasper,"Jasper County, MS",-0.80,,-0.80,,-1.79,-0.36,0.26, +28063,28063,"Jefferson County, Mississippi",Mississippi,MS,Jefferson,"Jefferson County, MS",,,,,,-0.33,1.21,-0.37 +28065,28065,"Jefferson Davis County, Mississippi",Mississippi,MS,Jefferson Davis,"Jefferson Davis County, MS",-2.09,,-2.09,,-3.50,-0.79,-0.45, +28067,28067,"Jones County, Mississippi",Mississippi,MS,Jones,"Jones County, MS",-0.85,-0.85,-1.04,,-1.53,-0.83,-0.05,0.00 +28069,28069,"Kemper County, Mississippi",Mississippi,MS,Kemper,"Kemper County, MS",-0.36,-0.36,-0.87,,-1.34,-0.07,-0.57,0.95 +28071,28071,"Lafayette County, Mississippi",Mississippi,MS,Lafayette,"Lafayette County, MS",-0.99,,-0.99,,-0.59,-0.66,-0.92, +28073,28073,"Lamar County, Mississippi",Mississippi,MS,Lamar,"Lamar County, MS",-0.16,-0.16,-0.69,,-0.07,-1.48,-0.04,0.96 +28075,28075,"Lauderdale County, Mississippi",Mississippi,MS,Lauderdale,"Lauderdale County, MS",-0.97,-0.97,-0.95,,-1.56,-0.28,-0.35,-0.50 +28077,28077,"Lawrence County, Mississippi",Mississippi,MS,Lawrence,"Lawrence County, MS",-0.10,,-0.10,,-0.39,-0.33,0.39, +28079,28079,"Leake County, Mississippi",Mississippi,MS,Leake,"Leake County, MS",-0.42,-0.42,-1.02,,-1.33,-0.58,-0.41,1.09 +28081,28081,"Lee County, Mississippi",Mississippi,MS,Lee,"Lee County, MS",-0.14,-0.14,-0.51,,-0.39,-0.71,-0.10,0.69 +28083,28083,"Leflore County, Mississippi",Mississippi,MS,Leflore,"Leflore County, MS",-2.39,-2.39,-2.00,,-3.25,-0.46,-0.80,-2.02 +28085,28085,"Lincoln County, Mississippi",Mississippi,MS,Lincoln,"Lincoln County, MS",0.10,0.10,-0.20,,-0.31,-0.61,0.37,0.73 +28087,28087,"Lowndes County, Mississippi",Mississippi,MS,Lowndes,"Lowndes County, MS",-0.70,-0.70,-0.81,,-1.53,-0.60,0.21,-0.05 +28089,28089,"Madison County, Mississippi",Mississippi,MS,Madison,"Madison County, MS",0.21,0.21,-0.01,,0.08,-0.74,0.53,0.58 +28091,28091,"Marion County, Mississippi",Mississippi,MS,Marion,"Marion County, MS",-0.16,-0.16,-0.29,,-0.08,-0.69,0.06,0.13 +28093,28093,"Marshall County, Mississippi",Mississippi,MS,Marshall,"Marshall County, MS",-1.32,-1.32,-1.15,,-1.33,-0.82,-0.46,-1.10 +28095,28095,"Monroe County, Mississippi",Mississippi,MS,Monroe,"Monroe County, MS",-0.23,,-0.23,,-0.26,-0.48,0.14, +28097,28097,"Montgomery County, Mississippi",Mississippi,MS,Montgomery,"Montgomery County, MS",-0.80,,-0.80,,-2.20,0.00,0.27, +28099,28099,"Neshoba County, Mississippi",Mississippi,MS,Neshoba,"Neshoba County, MS",-1.12,,-1.12,,-1.62,-0.51,-0.43, +28101,28101,"Newton County, Mississippi",Mississippi,MS,Newton,"Newton County, MS",-0.66,,-0.66,,-0.84,-0.63,-0.06, +28103,28103,"Noxubee County, Mississippi",Mississippi,MS,Noxubee,"Noxubee County, MS",-0.18,,-0.18,,-1.07,-0.31,0.81, +28105,28105,"Oktibbeha County, Mississippi",Mississippi,MS,Oktibbeha,"Oktibbeha County, MS",-0.64,-0.64,-1.04,,-0.86,-0.67,-0.79,0.45 +28107,28107,"Panola County, Mississippi",Mississippi,MS,Panola,"Panola County, MS",-1.22,-1.22,-1.07,,-1.81,-0.46,-0.19,-0.92 +28109,28109,"Pearl River County, Mississippi",Mississippi,MS,Pearl River,"Pearl River County, MS",-0.31,-0.31,-0.64,,0.02,-1.08,-0.39,0.43 +28111,28111,"Perry County, Mississippi",Mississippi,MS,Perry,"Perry County, MS",-0.91,,-0.91,,-1.03,-0.65,-0.38, +28113,28113,"Pike County, Mississippi",Mississippi,MS,Pike,"Pike County, MS",-1.18,-1.18,-1.40,,-2.47,-0.70,-0.04,-0.05 +28115,28115,"Pontotoc County, Mississippi",Mississippi,MS,Pontotoc,"Pontotoc County, MS",-0.12,-0.12,-0.62,,-0.84,-0.69,0.05,1.04 +28117,28117,"Prentiss County, Mississippi",Mississippi,MS,Prentiss,"Prentiss County, MS",-0.27,,-0.27,,-0.03,-0.54,-0.09, +28119,28119,"Quitman County, Mississippi",Mississippi,MS,Quitman,"Quitman County, MS",-1.72,,-1.72,,-3.65,-0.22,-0.09, +28121,28121,"Rankin County, Mississippi",Mississippi,MS,Rankin,"Rankin County, MS",0.30,0.30,-0.07,,0.68,-1.07,0.17,0.84 +28123,28123,"Scott County, Mississippi",Mississippi,MS,Scott,"Scott County, MS",-1.63,-1.63,-1.48,,-2.42,-0.57,-0.38,-1.12 +28125,28125,"Sharkey County, Mississippi",Mississippi,MS,Sharkey,"Sharkey County, MS",-0.67,-0.67,-1.15,,-2.76,0.14,-0.06,0.89 +28127,28127,"Simpson County, Mississippi",Mississippi,MS,Simpson,"Simpson County, MS",-0.71,-0.71,-1.10,,-1.53,-0.48,-0.47,0.49 +28129,28129,"Smith County, Mississippi",Mississippi,MS,Smith,"Smith County, MS",-0.66,,-0.66,,-0.84,-0.71,0.01, +28131,28131,"Stone County, Mississippi",Mississippi,MS,Stone,"Stone County, MS",,,,,,-0.98,-0.55,0.75 +28133,28133,"Sunflower County, Mississippi",Mississippi,MS,Sunflower,"Sunflower County, MS",-2.36,-2.36,-2.29,,-3.45,-0.60,-1.07,-1.33 +28135,28135,"Tallahatchie County, Mississippi",Mississippi,MS,Tallahatchie,"Tallahatchie County, MS",-1.69,,-1.69,,-2.49,-0.63,-0.70, +28137,28137,"Tate County, Mississippi",Mississippi,MS,Tate,"Tate County, MS",-0.11,-0.11,-0.54,,-0.50,-0.67,-0.08,0.83 +28139,28139,"Tippah County, Mississippi",Mississippi,MS,Tippah,"Tippah County, MS",0.40,0.40,0.05,,0.59,-0.55,0.03,0.87 +28141,28141,"Tishomingo County, Mississippi",Mississippi,MS,Tishomingo,"Tishomingo County, MS",0.06,0.06,-0.40,,-0.59,-0.30,-0.06,1.05 +28143,28143,"Tunica County, Mississippi",Mississippi,MS,Tunica,"Tunica County, MS",-2.03,-2.03,-2.05,,-3.06,-0.77,-0.77,-0.95 +28145,28145,"Union County, Mississippi",Mississippi,MS,Union,"Union County, MS",0.60,0.60,0.17,,0.88,-0.54,-0.01,1.15 +28147,28147,"Walthall County, Mississippi",Mississippi,MS,Walthall,"Walthall County, MS",-0.29,-0.29,-0.75,,-1.09,-1.19,0.48,0.90 +28149,28149,"Warren County, Mississippi",Mississippi,MS,Warren,"Warren County, MS",-1.05,-1.05,-1.06,,-1.40,-0.78,-0.26,-0.51 +28151,28151,"Washington County, Mississippi",Mississippi,MS,Washington,"Washington County, MS",-1.75,-1.75,-2.02,,-3.16,-0.56,-0.82,-0.26 +28153,28153,"Wayne County, Mississippi",Mississippi,MS,Wayne,"Wayne County, MS",-0.20,,-0.20,,-0.52,-0.49,0.45, +28155,28155,"Webster County, Mississippi",Mississippi,MS,Webster,"Webster County, MS",0.60,,0.60,,0.38,0.14,0.70, +28157,28157,"Wilkinson County, Mississippi",Mississippi,MS,Wilkinson,"Wilkinson County, MS",-1.61,,-1.61,,-2.44,-0.50,-0.68, +28159,28159,"Winston County, Mississippi",Mississippi,MS,Winston,"Winston County, MS",-0.31,-0.31,-0.57,,-1.63,-0.17,0.41,0.52 +28161,28161,"Yalobusha County, Mississippi",Mississippi,MS,Yalobusha,"Yalobusha County, MS",-0.35,,-0.35,,-1.52,-0.01,0.59, +28163,28163,"Yazoo County, Mississippi",Mississippi,MS,Yazoo,"Yazoo County, MS",-1.50,,-1.50,,-2.24,-0.72,-0.44, +29001,29001,"Adair County, Missouri",Missouri,MO,Adair,"Adair County, MO",0.31,0.31,0.36,,0.57,0.00,0.17,0.02 +29003,29003,"Andrew County, Missouri",Missouri,MO,Andrew,"Andrew County, MO",0.73,0.73,0.61,,0.63,-0.82,1.36,0.67 +29005,29005,"Atchison County, Missouri",Missouri,MO,Atchison,"Atchison County, MO",1.44,1.44,1.53,,0.30,2.07,0.88,0.77 +29007,29007,"Audrain County, Missouri",Missouri,MO,Audrain,"Audrain County, MO",-0.11,-0.11,-0.19,,-0.81,0.10,0.19,0.18 +29009,29009,"Barry County, Missouri",Missouri,MO,Barry,"Barry County, MO",0.04,0.04,0.06,,0.43,-0.24,-0.09,-0.10 +29011,29011,"Barton County, Missouri",Missouri,MO,Barton,"Barton County, MO",0.18,0.18,0.43,,-0.20,-0.18,1.15,-0.34 +29013,29013,"Bates County, Missouri",Missouri,MO,Bates,"Bates County, MO",0.02,0.02,0.53,,0.43,-0.11,0.74,-1.09 +29015,29015,"Benton County, Missouri",Missouri,MO,Benton,"Benton County, MO",-0.03,-0.03,0.22,,0.86,-0.20,-0.19,-0.68 +29017,29017,"Bollinger County, Missouri",Missouri,MO,Bollinger,"Bollinger County, MO",0.05,0.05,-0.06,,-0.06,-0.40,0.23,0.24 +29019,29019,"Boone County, Missouri",Missouri,MO,Boone,"Boone County, MO",0.13,0.13,0.41,,0.44,-0.45,0.80,-0.54 +29021,29021,"Buchanan County, Missouri",Missouri,MO,Buchanan,"Buchanan County, MO",-0.45,-0.45,-0.16,,-0.43,-0.50,0.47,-0.85 +29023,29023,"Butler County, Missouri",Missouri,MO,Butler,"Butler County, MO",-1.05,-1.05,-0.67,,-0.89,-0.63,-0.04,-1.40 +29025,29025,"Caldwell County, Missouri",Missouri,MO,Caldwell,"Caldwell County, MO",0.49,0.49,0.60,,0.80,-0.12,0.55,0.01 +29027,29027,"Callaway County, Missouri",Missouri,MO,Callaway,"Callaway County, MO",-0.02,-0.02,0.08,,0.25,-0.59,0.42,-0.25 +29029,29029,"Camden County, Missouri",Missouri,MO,Camden,"Camden County, MO",-0.35,-0.35,-0.55,,-0.38,-0.55,-0.33,0.19 +29031,29031,"Cape Girardeau County, Missouri",Missouri,MO,Cape Girardeau,"Cape Girardeau County, MO",0.06,0.06,0.37,,0.26,-0.45,0.86,-0.62 +29033,29033,"Carroll County, Missouri",Missouri,MO,Carroll,"Carroll County, MO",0.91,0.91,0.99,,0.48,0.50,1.06,0.42 +29035,29035,"Carter County, Missouri",Missouri,MO,Carter,"Carter County, MO",,,,,,-0.07,0.19,0.42 +29037,29037,"Cass County, Missouri",Missouri,MO,Cass,"Cass County, MO",0.62,0.62,0.60,,0.73,-0.91,1.35,0.38 +29039,29039,"Cedar County, Missouri",Missouri,MO,Cedar,"Cedar County, MO",0.05,0.05,0.31,,0.21,-0.15,0.52,-0.52 +29041,29041,"Chariton County, Missouri",Missouri,MO,Chariton,"Chariton County, MO",0.76,0.76,1.43,,0.87,0.95,1.19,-0.95 +29043,29043,"Christian County, Missouri",Missouri,MO,Christian,"Christian County, MO",0.70,0.70,0.68,,0.85,-0.97,1.45,0.41 +29045,29045,"Clark County, Missouri",Missouri,MO,Clark,"Clark County, MO",0.82,0.82,0.71,,0.62,0.27,0.58,0.70 +29047,29047,"Clay County, Missouri",Missouri,MO,Clay,"Clay County, MO",-0.71,-0.71,0.33,,0.34,-0.94,1.17,-2.63 +29049,29049,"Clinton County, Missouri",Missouri,MO,Clinton,"Clinton County, MO",0.03,0.03,0.38,,-0.29,-0.35,1.30,-0.62 +29051,29051,"Cole County, Missouri",Missouri,MO,Cole,"Cole County, MO",0.62,0.62,1.05,,0.08,0.88,1.19,-0.43 +29053,29053,"Cooper County, Missouri",Missouri,MO,Cooper,"Cooper County, MO",0.61,0.61,0.59,,0.47,0.12,0.62,0.39 +29055,29055,"Crawford County, Missouri",Missouri,MO,Crawford,"Crawford County, MO",-0.44,-0.44,-0.69,,-0.82,-0.57,-0.19,0.29 +29057,29057,"Dade County, Missouri",Missouri,MO,Dade,"Dade County, MO",0.43,0.43,0.65,,-0.19,0.64,0.84,-0.10 +29059,29059,"Dallas County, Missouri",Missouri,MO,Dallas,"Dallas County, MO",-0.03,-0.03,0.01,,0.10,-0.67,0.49,-0.12 +29061,29061,"Daviess County, Missouri",Missouri,MO,Daviess,"Daviess County, MO",0.92,0.92,0.79,,0.73,0.39,0.53,0.81 +29063,29063,"DeKalb County, Missouri",Missouri,MO,DeKalb,"DeKalb County, MO",0.47,0.47,0.25,,1.54,-0.58,-0.40,0.51 +29065,29065,"Dent County, Missouri",Missouri,MO,Dent,"Dent County, MO",0.27,0.27,0.08,,0.51,-0.57,0.17,0.48 +29067,29067,"Douglas County, Missouri",Missouri,MO,Douglas,"Douglas County, MO",0.26,0.26,0.17,,0.62,-0.76,0.42,0.26 +29069,29069,"Dunklin County, Missouri",Missouri,MO,Dunklin,"Dunklin County, MO",-1.05,-1.05,-0.97,,-1.39,-0.45,-0.36,-0.72 +29071,29071,"Franklin County, Missouri",Missouri,MO,Franklin,"Franklin County, MO",0.28,0.28,0.22,,0.15,-0.64,0.85,0.28 +29073,29073,"Gasconade County, Missouri",Missouri,MO,Gasconade,"Gasconade County, MO",0.59,0.59,0.53,,0.06,0.63,0.39,0.52 +29075,29075,"Gentry County, Missouri",Missouri,MO,Gentry,"Gentry County, MO",1.70,1.70,1.58,,1.43,1.07,0.90,1.22 +29077,29077,"Greene County, Missouri",Missouri,MO,Greene,"Greene County, MO",-0.76,-0.76,0.11,,0.04,-0.66,0.73,-2.30 +29079,29079,"Grundy County, Missouri",Missouri,MO,Grundy,"Grundy County, MO",0.82,0.82,0.95,,0.31,1.05,0.64,0.25 +29081,29081,"Harrison County, Missouri",Missouri,MO,Harrison,"Harrison County, MO",1.06,1.06,0.95,,0.71,0.84,0.47,0.83 +29083,29083,"Henry County, Missouri",Missouri,MO,Henry,"Henry County, MO",0.29,0.29,0.63,,-0.11,0.25,1.08,-0.46 +29085,29085,"Hickory County, Missouri",Missouri,MO,Hickory,"Hickory County, MO",0.64,0.64,0.19,,0.98,-0.18,-0.38,1.19 +29087,29087,"Holt County, Missouri",Missouri,MO,Holt,"Holt County, MO",1.64,1.64,1.90,,1.19,1.79,1.09,0.45 +29089,29089,"Howard County, Missouri",Missouri,MO,Howard,"Howard County, MO",0.64,0.64,0.53,,-0.10,0.46,0.70,0.68 +29091,29091,"Howell County, Missouri",Missouri,MO,Howell,"Howell County, MO",0.17,0.17,0.23,,0.25,-0.37,0.53,-0.05 +29093,29093,"Iron County, Missouri",Missouri,MO,Iron,"Iron County, MO",-0.73,-0.73,-0.55,,-0.87,0.11,-0.49,-0.78 +29095,29095,"Jackson County, Missouri",Missouri,MO,Jackson,"Jackson County, MO",-1.24,-1.24,-0.12,,-0.97,-0.18,0.72,-2.98 +29097,29097,"Jasper County, Missouri",Missouri,MO,Jasper*,"Jasper County, MO",-0.12,-0.12,0.18,,0.38,-0.42,0.35,-0.76 +29099,29099,"Jefferson County, Missouri",Missouri,MO,Jefferson,"Jefferson County, MO",0.11,0.11,0.04,,0.17,-1.18,0.95,0.19 +29101,29101,"Johnson County, Missouri",Missouri,MO,Johnson,"Johnson County, MO",0.41,0.41,0.22,,1.01,-0.60,0.03,0.52 +29103,29103,"Knox County, Missouri",Missouri,MO,Knox,"Knox County, MO",0.96,0.96,0.72,,-0.31,1.49,0.32,1.18 +29105,29105,"Laclede County, Missouri",Missouri,MO,Laclede,"Laclede County, MO",0.22,0.22,0.51,,0.60,-0.34,0.75,-0.52 +29107,29107,"Lafayette County, Missouri",Missouri,MO,Lafayette,"Lafayette County, MO",0.69,0.69,0.57,,-0.10,0.06,1.13,0.76 +29109,29109,"Lawrence County, Missouri",Missouri,MO,Lawrence,"Lawrence County, MO",0.06,0.06,0.50,,1.05,-0.44,0.41,-0.99 +29111,29111,"Lewis County, Missouri",Missouri,MO,Lewis,"Lewis County, MO",0.85,0.85,0.71,,0.78,0.40,0.31,0.74 +29113,29113,"Lincoln County, Missouri",Missouri,MO,Lincoln,"Lincoln County, MO",0.26,0.26,0.16,,0.53,-0.89,0.61,0.30 +29115,29115,"Linn County, Missouri",Missouri,MO,Linn,"Linn County, MO",0.15,0.15,0.50,,-0.77,0.92,0.81,-0.49 +29117,29117,"Livingston County, Missouri",Missouri,MO,Livingston,"Livingston County, MO",0.60,0.60,0.53,,0.46,0.59,0.06,0.46 +29119,29119,"McDonald County, Missouri",Missouri,MO,McDonald,"McDonald County, MO",-1.24,-1.24,-0.54,,-0.26,-0.79,-0.20,-2.27 +29121,29121,"Macon County, Missouri",Missouri,MO,Macon,"Macon County, MO",0.42,0.42,0.58,,-0.29,0.40,1.01,0.02 +29123,29123,"Madison County, Missouri",Missouri,MO,Madison,"Madison County, MO",0.83,0.83,1.10,,1.57,-0.10,0.87,-0.19 +29125,29125,"Maries County, Missouri",Missouri,MO,Maries,"Maries County, MO",0.24,0.24,0.20,,-0.08,-0.25,0.65,0.24 +29127,29127,"Marion County, Missouri",Missouri,MO,Marion,"Marion County, MO",-0.16,-0.16,-0.09,,-0.93,-0.15,0.74,-0.12 +29129,29129,"Mercer County, Missouri",Missouri,MO,Mercer,"Mercer County, MO",1.31,1.31,1.24,,1.52,0.94,0.24,0.81 +29131,29131,"Miller County, Missouri",Missouri,MO,Miller,"Miller County, MO",0.10,0.10,0.05,,0.45,-0.59,0.18,0.08 +29133,29133,"Mississippi County, Missouri",Missouri,MO,Mississippi,"Mississippi County, MO",-1.16,-1.16,-0.84,,-1.07,-0.58,-0.27,-1.32 +29135,29135,"Moniteau County, Missouri",Missouri,MO,Moniteau,"Moniteau County, MO",0.82,0.82,0.81,,1.08,0.00,0.63,0.44 +29137,29137,"Monroe County, Missouri",Missouri,MO,Monroe,"Monroe County, MO",1.01,1.01,0.89,,0.70,0.62,0.55,0.84 +29139,29139,"Montgomery County, Missouri",Missouri,MO,Montgomery,"Montgomery County, MO",0.55,0.55,0.44,,0.25,0.17,0.46,0.55 +29141,29141,"Morgan County, Missouri",Missouri,MO,Morgan,"Morgan County, MO",0.02,0.02,0.25,,0.78,-0.39,0.10,-0.58 +29143,29143,"New Madrid County, Missouri",Missouri,MO,New Madrid,"New Madrid County, MO",-0.75,-0.75,-1.04,,-1.50,-0.63,-0.26,0.26 +29145,29145,"Newton County, Missouri",Missouri,MO,Newton*,"Newton County, MO",0.22,0.22,0.17,,0.35,-0.89,0.79,0.20 +29147,29147,"Nodaway County, Missouri",Missouri,MO,Nodaway,"Nodaway County, MO",0.55,0.55,0.44,,1.03,-0.17,0.07,0.44 +29149,29149,"Oregon County, Missouri",Missouri,MO,Oregon,"Oregon County, MO",0.12,0.12,0.15,,-0.22,0.34,0.12,0.05 +29151,29151,"Osage County, Missouri",Missouri,MO,Osage,"Osage County, MO",1.08,1.08,0.90,,1.10,-0.23,0.99,0.96 +29153,29153,"Ozark County, Missouri",Missouri,MO,Ozark,"Ozark County, MO",-0.01,-0.01,0.08,,0.01,-0.24,0.31,-0.19 +29155,29155,"Pemiscot County, Missouri",Missouri,MO,Pemiscot,"Pemiscot County, MO",-2.18,-2.18,-1.13,,-1.74,-0.45,-0.39,-3.40 +29157,29157,"Perry County, Missouri",Missouri,MO,Perry,"Perry County, MO",0.54,0.54,0.51,,0.79,-0.46,0.70,0.32 +29159,29159,"Pettis County, Missouri",Missouri,MO,Pettis,"Pettis County, MO",0.11,0.11,0.33,,0.34,-0.36,0.63,-0.43 +29161,29161,"Phelps County, Missouri",Missouri,MO,Phelps,"Phelps County, MO",0.06,0.06,0.26,,0.56,-0.28,0.23,-0.46 +29163,29163,"Pike County, Missouri",Missouri,MO,Pike,"Pike County, MO",0.41,0.41,0.21,,-0.31,0.54,0.15,0.71 +29165,29165,"Platte County, Missouri",Missouri,MO,Platte,"Platte County, MO",1.02,1.02,1.10,,0.70,0.13,1.43,0.45 +29167,29167,"Polk County, Missouri",Missouri,MO,Polk,"Polk County, MO",-0.30,-0.30,-0.04,,-0.29,-0.47,0.54,-0.70 +29169,29169,"Pulaski County, Missouri",Missouri,MO,Pulaski,"Pulaski County, MO",-0.64,-0.64,-0.75,,0.63,-0.62,-1.57,-0.39 +29171,29171,"Putnam County, Missouri",Missouri,MO,Putnam,"Putnam County, MO",0.80,0.80,0.48,,-0.14,0.11,0.94,1.22 +29173,29173,"Ralls County, Missouri",Missouri,MO,Ralls,"Ralls County, MO",0.83,0.83,0.66,,0.65,-0.58,1.23,0.85 +29175,29175,"Randolph County, Missouri",Missouri,MO,Randolph,"Randolph County, MO",0.24,0.24,0.09,,-0.10,-0.19,0.39,0.47 +29177,29177,"Ray County, Missouri",Missouri,MO,Ray,"Ray County, MO",0.31,0.31,0.45,,0.17,-0.39,1.07,-0.08 +29179,29179,"Reynolds County, Missouri",Missouri,MO,Reynolds,"Reynolds County, MO",0.39,0.39,0.56,,0.69,0.43,0.08,-0.19 +29181,29181,"Ripley County, Missouri",Missouri,MO,Ripley,"Ripley County, MO",-0.23,-0.23,-0.23,,0.58,-0.41,-0.67,-0.27 +29183,29183,"St. Charles County, Missouri",Missouri,MO,St. Charles,"St. Charles County, MO",0.90,0.90,0.85,,1.12,-1.11,1.68,0.60 +29185,29185,"St. Clair County, Missouri",Missouri,MO,St. Clair,"St. Clair County, MO",0.22,0.22,0.47,,0.14,0.28,0.50,-0.37 +29186,29186,"Ste. Genevieve County, Missouri",Missouri,MO,Ste. Genevieve,"Ste. Genevieve County, MO",0.37,0.37,0.63,,0.60,-0.45,1.10,-0.36 +29187,29187,"St. Francois County, Missouri",Missouri,MO,St. Francois,"St. Francois County, MO",-0.32,-0.32,-0.41,,0.13,-0.70,-0.38,-0.07 +29189,29189,"St. Louis County, Missouri",Missouri,MO,St. Louis,"St. Louis County, MO",0.21,0.21,0.44,,-0.15,-0.48,1.40,-0.27 +29195,29195,"Saline County, Missouri",Missouri,MO,Saline,"Saline County, MO",0.07,0.07,-0.11,,-0.74,0.19,0.21,0.50 +29197,29197,"Schuyler County, Missouri",Missouri,MO,Schuyler,"Schuyler County, MO",0.64,0.64,0.48,,0.05,0.25,0.63,0.75 +29199,29199,"Scotland County, Missouri",Missouri,MO,Scotland,"Scotland County, MO",0.65,0.65,0.35,,-0.19,0.78,0.11,1.06 +29201,29201,"Scott County, Missouri",Missouri,MO,Scott,"Scott County, MO",-1.80,-1.80,-0.29,,-0.92,-0.49,0.61,-4.16 +29203,29203,"Shannon County, Missouri",Missouri,MO,Shannon,"Shannon County, MO",0.23,0.23,0.36,,0.80,-0.13,0.07,-0.24 +29205,29205,"Shelby County, Missouri",Missouri,MO,Shelby,"Shelby County, MO",1.69,1.69,1.78,,0.78,1.42,1.55,0.88 +29207,29207,"Stoddard County, Missouri",Missouri,MO,Stoddard,"Stoddard County, MO",0.36,0.36,0.24,,0.45,-0.43,0.43,0.40 +29209,29209,"Stone County, Missouri",Missouri,MO,Stone,"Stone County, MO",0.05,0.05,0.47,,1.42,-0.78,0.34,-1.03 +29211,29211,"Sullivan County, Missouri",Missouri,MO,Sullivan,"Sullivan County, MO",0.24,0.24,0.21,,-0.07,0.69,-0.20,0.21 +29213,29213,"Taney County, Missouri",Missouri,MO,Taney,"Taney County, MO",-0.70,-0.70,-0.44,,0.02,-0.65,-0.37,-1.04 +29215,29215,"Texas County, Missouri",Missouri,MO,Texas,"Texas County, MO",0.62,0.62,0.44,,0.76,0.10,0.06,0.68 +29217,29217,"Vernon County, Missouri",Missouri,MO,Vernon,"Vernon County, MO",-0.05,-0.05,0.41,,0.78,-0.28,0.34,-1.09 +29219,29219,"Warren County, Missouri",Missouri,MO,Warren,"Warren County, MO",-0.31,-0.31,-0.07,,-0.08,-0.84,0.64,-0.69 +29221,29221,"Washington County, Missouri",Missouri,MO,Washington,"Washington County, MO",-0.45,-0.45,-0.68,,0.01,-0.87,-0.64,0.12 +29223,29223,"Wayne County, Missouri",Missouri,MO,Wayne,"Wayne County, MO",-0.09,-0.09,-0.30,,-0.22,-0.03,-0.45,0.36 +29225,29225,"Webster County, Missouri",Missouri,MO,Webster,"Webster County, MO",0.55,0.55,0.53,,0.79,-0.38,0.65,0.31 +29227,29227,"Worth County, Missouri",Missouri,MO,Worth,"Worth County, MO",1.70,1.70,1.76,,0.75,2.44,0.61,0.94 +29229,29229,"Wright County, Missouri",Missouri,MO,Wright,"Wright County, MO",0.48,0.48,0.56,,0.73,0.08,0.35,0.06 +29510,29510,"St. Louis city, Missouri",Missouri,MO,St. Louis City,"St. Louis city, MO",-3.73,-3.73,-1.11,,-2.60,-0.21,0.20,-7.53 +30001,30001,"Beaverhead County, Montana",Montana,MT,Beaverhead,"Beaverhead County, MT",1.44,1.44,1.43,,1.86,2.27,-0.89,0.70 +30003,30003,"Big Horn County, Montana",Montana,MT,Big Horn,"Big Horn County, MT",-0.54,-0.54,-0.80,,-0.72,0.90,-1.86,0.17 +30005,30005,"Blaine County, Montana",Montana,MT,Blaine,"Blaine County, MT",0.52,0.52,0.49,,0.02,2.25,-1.14,0.35 +30007,30007,"Broadwater County, Montana",Montana,MT,Broadwater,"Broadwater County, MT",0.69,0.69,1.04,,1.79,0.88,-0.35,-0.52 +30009,30009,"Carbon County, Montana",Montana,MT,Carbon,"Carbon County, MT",0.39,0.39,0.39,,-0.18,1.70,-0.67,0.26 +30011,30011,"Carter County, Montana",Montana,MT,Carter,"Carter County, MT",,,,,,3.48,-0.17,1.22 +30013,30013,"Cascade County, Montana",Montana,MT,Cascade,"Cascade County, MT",0.02,0.02,-0.02,,0.37,0.62,-1.00,-0.01 +30015,30015,"Chouteau County, Montana",Montana,MT,Chouteau,"Chouteau County, MT",1.11,1.11,1.06,,0.57,2.77,-0.94,0.74 +30017,30017,"Custer County, Montana",Montana,MT,Custer,"Custer County, MT",0.64,0.64,0.60,,1.06,1.34,-1.01,0.30 +30019,30019,"Daniels County, Montana",Montana,MT,Daniels,"Daniels County, MT",,,,,,2.75,-0.60,0.79 +30021,30021,"Dawson County, Montana",Montana,MT,Dawson,"Dawson County, MT",0.54,0.54,0.63,,0.39,1.84,-0.81,0.09 +30023,30023,"Deer Lodge County, Montana",Montana,MT,Deer Lodge,"Deer Lodge County, MT",,,,,,1.05,-1.06,-0.38 +30025,30025,"Fallon County, Montana",Montana,MT,Fallon,"Fallon County, MT",1.60,1.60,1.62,,1.75,2.41,-0.52,0.76 +30027,30027,"Fergus County, Montana",Montana,MT,Fergus,"Fergus County, MT",0.07,0.07,0.38,,-0.89,2.17,-0.47,-0.50 +30029,30029,"Flathead County, Montana",Montana,MT,Flathead,"Flathead County, MT",0.10,0.10,0.13,,0.67,0.68,-1.00,-0.15 +30031,30031,"Gallatin County, Montana",Montana,MT,Gallatin,"Gallatin County, MT",0.71,0.71,0.71,,1.19,0.79,-0.41,0.30 +30033,30033,"Garfield County, Montana",Montana,MT,Garfield,"Garfield County, MT",,,,,,3.55,-0.02,1.13 +30035,30035,"Glacier County, Montana",Montana,MT,Glacier,"Glacier County, MT",-1.02,-1.02,-1.28,,-1.66,0.41,-1.55,-0.02 +30037,30037,"Golden Valley County, Montana",Montana,MT,Golden Valley,"Golden Valley County, MT",0.19,0.19,0.49,,-1.03,1.88,0.13,-0.35 +30039,30039,"Granite County, Montana",Montana,MT,Granite,"Granite County, MT",0.97,0.97,0.69,,0.87,2.05,-1.31,1.05 +30041,30041,"Hill County, Montana",Montana,MT,Hill,"Hill County, MT",-0.72,-0.72,-0.35,,-0.85,1.14,-1.05,-1.17 +30043,30043,"Jefferson County, Montana",Montana,MT,Jefferson,"Jefferson County, MT",0.82,0.82,0.90,,0.63,1.33,0.00,0.28 +30045,30045,"Judith Basin County, Montana",Montana,MT,Judith Basin,"Judith Basin County, MT",,,,,,4.13,-0.42,0.41 +30047,30047,"Lake County, Montana",Montana,MT,Lake,"Lake County, MT",-0.70,-0.70,-0.50,,0.15,0.77,-1.91,-0.99 +30049,30049,"Lewis and Clark County, Montana",Montana,MT,Lewis and Clark,"Lewis and Clark County, MT",0.25,0.25,0.52,,-0.05,1.58,-0.40,-0.39 +30051,30051,"Liberty County, Montana",Montana,MT,Liberty,"Liberty County, MT",,,,,,2.41,-1.51, +30053,30053,"Lincoln County, Montana",Montana,MT,Lincoln,"Lincoln County, MT",0.66,0.66,0.63,,1.55,1.34,-1.39,0.22 +30055,30055,"McCone County, Montana",Montana,MT,McCone,"McCone County, MT",,,,,,3.10,-0.24,1.17 +30057,30057,"Madison County, Montana",Montana,MT,Madison,"Madison County, MT",1.37,1.37,1.35,,1.56,2.57,-1.06,0.71 +30059,30059,"Meagher County, Montana",Montana,MT,Meagher,"Meagher County, MT",,,,,,3.53,-1.41,0.65 +30061,30061,"Mineral County, Montana",Montana,MT,Mineral,"Mineral County, MT",,,,,,2.00,-1.58,1.02 +30063,30063,"Missoula County, Montana",Montana,MT,Missoula,"Missoula County, MT",0.47,0.47,0.73,,0.10,1.83,-0.35,-0.24 +30065,30065,"Musselshell County, Montana",Montana,MT,Musselshell,"Musselshell County, MT",0.73,0.73,1.16,,0.73,2.79,-0.90,-0.52 +30067,30067,"Park County, Montana",Montana,MT,Park,"Park County, MT",,,,,,1.69,-0.40,0.27 +30069,30069,"Petroleum County, Montana",Montana,MT,Petroleum,"Petroleum County, MT",,,,,,0.81,0.11, +30071,30071,"Phillips County, Montana",Montana,MT,Phillips,"Phillips County, MT",1.34,1.34,1.61,,0.77,3.40,-0.60,0.24 +30073,30073,"Pondera County, Montana",Montana,MT,Pondera,"Pondera County, MT",0.70,0.70,0.58,,-0.32,2.56,-0.93,0.72 +30075,30075,"Powder River County, Montana",Montana,MT,Powder River,"Powder River County, MT",1.45,,1.45,,0.41,3.10,-0.32, +30077,30077,"Powell County, Montana",Montana,MT,Powell,"Powell County, MT",-0.35,-0.35,-0.32,,-0.45,1.77,-1.93,-0.31 +30079,30079,"Prairie County, Montana",Montana,MT,Prairie,"Prairie County, MT",1.89,1.89,2.06,,1.77,3.37,-0.55,0.68 +30081,30081,"Ravalli County, Montana",Montana,MT,Ravalli,"Ravalli County, MT",0.57,0.57,0.55,,0.65,0.89,-0.34,0.32 +30083,30083,"Richland County, Montana",Montana,MT,Richland,"Richland County, MT",0.50,0.50,0.54,,0.99,1.38,-1.12,0.08 +30085,30085,"Roosevelt County, Montana",Montana,MT,Roosevelt,"Roosevelt County, MT",-1.41,-1.41,-1.05,,-1.80,1.35,-1.81,-1.53 +30087,30087,"Rosebud County, Montana",Montana,MT,Rosebud,"Rosebud County, MT",0.76,0.76,0.63,,1.40,1.56,-1.46,0.53 +30089,30089,"Sanders County, Montana",Montana,MT,Sanders,"Sanders County, MT",1.16,1.16,1.22,,1.86,1.86,-0.94,0.37 +30091,30091,"Sheridan County, Montana",Montana,MT,Sheridan,"Sheridan County, MT",,,,,,4.16,-0.65,-1.43 +30093,30093,"Silver Bow County, Montana",Montana,MT,Silver Bow,"Silver Bow County, MT",-0.01,-0.01,0.09,,-0.10,0.81,-0.53,-0.22 +30095,30095,"Stillwater County, Montana",Montana,MT,Stillwater,"Stillwater County, MT",,,,,,1.69,-0.74,0.08 +30097,30097,"Sweet Grass County, Montana",Montana,MT,Sweet Grass,"Sweet Grass County, MT",1.05,1.05,1.03,,0.68,1.75,-0.18,0.65 +30099,30099,"Teton County, Montana",Montana,MT,Teton,"Teton County, MT",1.59,1.59,1.63,,0.96,2.78,-0.15,0.84 +30101,30101,"Toole County, Montana",Montana,MT,Toole,"Toole County, MT",0.12,0.12,0.32,,0.83,1.73,-1.74,-0.52 +30103,30103,"Treasure County, Montana",Montana,MT,Treasure,"Treasure County, MT",2.06,,2.06,,0.47,4.80,-0.69, +30105,30105,"Valley County, Montana",Montana,MT,Valley,"Valley County, MT",1.07,1.07,1.08,,0.55,2.86,-0.98,0.59 +30107,30107,"Wheatland County, Montana",Montana,MT,Wheatland,"Wheatland County, MT",1.80,1.80,1.86,,2.04,3.19,-1.03,0.78 +30109,30109,"Wibaux County, Montana",Montana,MT,Wibaux,"Wibaux County, MT",0.81,0.81,0.52,,-0.89,3.01,-0.97,1.22 +30111,30111,"Yellowstone County, Montana",Montana,MT,Yellowstone,"Yellowstone County, MT",-0.14,-0.14,-0.03,,0.20,0.34,-0.60,-0.38 +31001,31001,"Adams County, Nebraska",Nebraska,NE,Adams,"Adams County, NE",0.88,0.88,1.04,,0.57,0.42,1.15,0.22 +31003,31003,"Antelope County, Nebraska",Nebraska,NE,Antelope,"Antelope County, NE",1.93,1.93,2.02,,1.51,1.48,1.35,0.96 +31005,31005,"Arthur County, Nebraska",Nebraska,NE,Arthur,"Arthur County, NE",,,,,,1.38,2.55,1.22 +31007,31007,"Banner County, Nebraska",Nebraska,NE,Banner,"Banner County, NE",,,,,,0.69,0.95, +31009,31009,"Blaine County, Nebraska",Nebraska,NE,Blaine,"Blaine County, NE",,,,,,3.61,0.95, +31011,31011,"Boone County, Nebraska",Nebraska,NE,Boone,"Boone County, NE",2.37,,2.37,,1.50,1.84,1.73, +31013,31013,"Box Butte County, Nebraska",Nebraska,NE,Box Butte,"Box Butte County, NE",0.91,0.91,1.06,,0.93,0.54,0.76,0.20 +31015,31015,"Boyd County, Nebraska",Nebraska,NE,Boyd,"Boyd County, NE",2.87,2.87,3.19,,2.18,3.55,1.22,1.02 +31017,31017,"Brown County, Nebraska",Nebraska,NE,Brown,"Brown County, NE",1.28,1.28,1.16,,-0.61,2.00,1.01,1.22 +31019,31019,"Buffalo County, Nebraska",Nebraska,NE,Buffalo,"Buffalo County, NE",0.95,0.95,0.99,,0.92,0.09,1.05,0.46 +31021,31021,"Burt County, Nebraska",Nebraska,NE,Burt,"Burt County, NE",2.25,2.25,2.56,,1.72,1.82,1.93,0.72 +31023,31023,"Butler County, Nebraska",Nebraska,NE,Butler,"Butler County, NE",1.73,1.73,1.77,,1.06,1.03,1.64,0.99 +31025,31025,"Cass County, Nebraska",Nebraska,NE,Cass,"Cass County, NE",1.55,1.55,1.60,,1.50,0.21,1.66,0.78 +31027,31027,"Cedar County, Nebraska",Nebraska,NE,Cedar,"Cedar County, NE",2.02,2.02,2.05,,1.91,0.59,1.84,1.11 +31029,31029,"Chase County, Nebraska",Nebraska,NE,Chase,"Chase County, NE",1.71,1.71,2.00,,1.07,1.86,1.35,0.46 +31031,31031,"Cherry County, Nebraska",Nebraska,NE,Cherry,"Cherry County, NE",1.62,1.62,1.98,,0.99,1.25,1.93,0.29 +31033,31033,"Cheyenne County, Nebraska",Nebraska,NE,Cheyenne,"Cheyenne County, NE",1.07,1.07,1.28,,0.66,1.09,0.95,0.22 +31035,31035,"Clay County, Nebraska",Nebraska,NE,Clay,"Clay County, NE",1.79,,1.79,,0.52,1.96,1.33, +31037,31037,"Colfax County, Nebraska",Nebraska,NE,Colfax,"Colfax County, NE",0.82,,0.82,,0.48,0.19,0.99, +31039,31039,"Cuming County, Nebraska",Nebraska,NE,Cuming,"Cuming County, NE",1.69,1.69,1.63,,0.89,1.19,1.37,1.19 +31041,31041,"Custer County, Nebraska",Nebraska,NE,Custer,"Custer County, NE",1.91,1.91,2.09,,1.17,1.84,1.46,0.81 +31043,31043,"Dakota County, Nebraska",Nebraska,NE,Dakota,"Dakota County, NE",0.75,0.75,0.64,,1.08,-0.29,0.53,0.60 +31045,31045,"Dawes County, Nebraska",Nebraska,NE,Dawes,"Dawes County, NE",1.22,1.22,1.22,,1.42,0.95,0.28,0.63 +31047,31047,"Dawson County, Nebraska",Nebraska,NE,Dawson,"Dawson County, NE",0.83,0.83,0.80,,0.74,0.41,0.52,0.52 +31049,31049,"Deuel County, Nebraska",Nebraska,NE,Deuel,"Deuel County, NE",2.14,2.14,2.34,,1.19,2.64,1.21,0.92 +31051,31051,"Dixon County, Nebraska",Nebraska,NE,Dixon,"Dixon County, NE",1.57,1.57,1.59,,0.70,1.30,1.35,0.96 +31053,31053,"Dodge County, Nebraska",Nebraska,NE,Dodge,"Dodge County, NE",0.80,0.80,0.81,,0.03,0.15,1.42,0.54 +31055,31055,"Douglas County, Nebraska",Nebraska,NE,Douglas,"Douglas County, NE",0.02,0.02,0.64,,0.16,-0.20,1.29,-1.24 +31057,31057,"Dundy County, Nebraska",Nebraska,NE,Dundy,"Dundy County, NE",2.22,,2.22,,0.22,3.33,1.21, +31059,31059,"Fillmore County, Nebraska",Nebraska,NE,Fillmore,"Fillmore County, NE",2.22,,2.22,,1.66,1.34,1.73, +31061,31061,"Franklin County, Nebraska",Nebraska,NE,Franklin,"Franklin County, NE",1.79,1.79,1.80,,0.46,2.29,1.10,1.16 +31063,31063,"Frontier County, Nebraska",Nebraska,NE,Frontier,"Frontier County, NE",1.95,1.95,1.94,,1.05,2.34,0.80,1.22 +31065,31065,"Furnas County, Nebraska",Nebraska,NE,Furnas,"Furnas County, NE",2.12,2.12,2.23,,1.42,2.31,1.08,1.05 +31067,31067,"Gage County, Nebraska",Nebraska,NE,Gage,"Gage County, NE",0.69,0.69,1.17,,0.77,0.74,0.96,-0.61 +31069,31069,"Garden County, Nebraska",Nebraska,NE,Garden,"Garden County, NE",,,,,,3.15,1.19, +31071,31071,"Garfield County, Nebraska",Nebraska,NE,Garfield,"Garfield County, NE",,,,,,2.16,0.72, +31073,31073,"Gosper County, Nebraska",Nebraska,NE,Gosper,"Gosper County, NE",,,,,,1.23,0.64,1.01 +31075,31075,"Grant County, Nebraska",Nebraska,NE,Grant,"Grant County, NE",,,,,,7.07,1.52, +31077,31077,"Greeley County, Nebraska",Nebraska,NE,Greeley,"Greeley County, NE",1.93,,1.93,,1.15,1.87,1.12, +31079,31079,"Hall County, Nebraska",Nebraska,NE,Hall,"Hall County, NE",0.19,0.19,0.30,,-0.22,-0.15,0.88,-0.04 +31081,31081,"Hamilton County, Nebraska",Nebraska,NE,Hamilton,"Hamilton County, NE",,,,,,0.73,2.22,0.85 +31083,31083,"Harlan County, Nebraska",Nebraska,NE,Harlan,"Harlan County, NE",1.76,1.76,1.78,,1.45,1.55,0.85,0.95 +31085,31085,"Hayes County, Nebraska",Nebraska,NE,Hayes,"Hayes County, NE",1.56,,1.56,,1.69,1.00,0.70, +31087,31087,"Hitchcock County, Nebraska",Nebraska,NE,Hitchcock,"Hitchcock County, NE",1.28,1.28,1.31,,-0.14,2.09,0.81,0.85 +31089,31089,"Holt County, Nebraska",Nebraska,NE,Holt,"Holt County, NE",1.87,1.87,1.89,,1.77,1.16,1.13,1.02 +31091,31091,"Hooker County, Nebraska",Nebraska,NE,Hooker,"Hooker County, NE",,,,,,4.01,1.61,1.22 +31093,31093,"Howard County, Nebraska",Nebraska,NE,Howard,"Howard County, NE",1.87,,1.87,,1.74,0.81,1.43, +31095,31095,"Jefferson County, Nebraska",Nebraska,NE,Jefferson,"Jefferson County, NE",1.56,1.56,1.52,,0.36,1.38,1.44,1.12 +31097,31097,"Johnson County, Nebraska",Nebraska,NE,Johnson,"Johnson County, NE",0.77,0.77,0.59,,-0.31,1.17,0.35,0.93 +31099,31099,"Kearney County, Nebraska",Nebraska,NE,Kearney,"Kearney County, NE",1.59,1.59,1.76,,1.12,0.81,1.77,0.64 +31101,31101,"Keith County, Nebraska",Nebraska,NE,Keith,"Keith County, NE",0.90,0.90,0.80,,-0.21,1.15,0.70,0.87 +31103,31103,"Keya Paha County, Nebraska",Nebraska,NE,Keya Paha,"Keya Paha County, NE",2.97,2.97,3.36,,0.63,4.20,2.35,1.22 +31105,31105,"Kimball County, Nebraska",Nebraska,NE,Kimball,"Kimball County, NE",0.52,0.52,0.90,,0.04,1.12,0.71,-0.42 +31107,31107,"Knox County, Nebraska",Nebraska,NE,Knox,"Knox County, NE",1.68,1.68,1.60,,1.44,1.44,0.58,1.11 +31109,31109,"Lancaster County, Nebraska",Nebraska,NE,Lancaster,"Lancaster County, NE",0.50,0.50,0.91,,0.38,0.21,1.25,-0.51 +31111,31111,"Lincoln County, Nebraska",Nebraska,NE,Lincoln,"Lincoln County, NE",0.81,0.81,0.93,,0.53,0.15,1.21,0.26 +31113,31113,"Logan County, Nebraska",Nebraska,NE,Logan,"Logan County, NE",,,,,,1.75,1.50, +31115,31115,"Loup County, Nebraska",Nebraska,NE,Loup,"Loup County, NE",2.08,,2.08,,0.80,1.55,2.03, +31117,31117,"McPherson County, Nebraska",Nebraska,NE,McPherson,"McPherson County, NE",,,,,,0.92,2.28, +31119,31119,"Madison County, Nebraska",Nebraska,NE,Madison,"Madison County, NE",0.70,0.70,0.58,,0.09,0.32,0.75,0.71 +31121,31121,"Merrick County, Nebraska",Nebraska,NE,Merrick,"Merrick County, NE",1.30,1.30,1.56,,0.83,0.93,1.51,0.28 +31123,31123,"Morrill County, Nebraska",Nebraska,NE,Morrill,"Morrill County, NE",0.29,0.29,-0.08,,-1.66,0.52,0.79,1.20 +31125,31125,"Nance County, Nebraska",Nebraska,NE,Nance,"Nance County, NE",1.65,1.65,1.68,,1.54,1.26,0.83,0.86 +31127,31127,"Nemaha County, Nebraska",Nebraska,NE,Nemaha,"Nemaha County, NE",1.50,1.50,1.56,,1.04,1.61,0.70,0.76 +31129,31129,"Nuckolls County, Nebraska",Nebraska,NE,Nuckolls,"Nuckolls County, NE",1.51,1.51,1.57,,0.13,2.01,1.18,0.92 +31131,31131,"Otoe County, Nebraska",Nebraska,NE,Otoe,"Otoe County, NE",1.51,1.51,1.44,,0.96,0.96,1.12,1.07 +31133,31133,"Pawnee County, Nebraska",Nebraska,NE,Pawnee,"Pawnee County, NE",2.23,2.23,2.38,,0.60,3.72,0.84,1.14 +31135,31135,"Perkins County, Nebraska",Nebraska,NE,Perkins,"Perkins County, NE",1.82,1.82,1.91,,1.18,1.76,1.17,0.92 +31137,31137,"Phelps County, Nebraska",Nebraska,NE,Phelps,"Phelps County, NE",1.87,1.87,1.97,,1.91,0.89,1.42,0.82 +31139,31139,"Pierce County, Nebraska",Nebraska,NE,Pierce,"Pierce County, NE",1.61,1.61,1.66,,1.43,0.66,1.41,0.82 +31141,31141,"Platte County, Nebraska",Nebraska,NE,Platte,"Platte County, NE",0.93,0.93,0.82,,0.15,0.01,1.45,0.87 +31143,31143,"Polk County, Nebraska",Nebraska,NE,Polk,"Polk County, NE",1.95,1.95,1.94,,1.15,1.36,1.60,1.22 +31145,31145,"Red Willow County, Nebraska",Nebraska,NE,Red Willow,"Red Willow County, NE",1.42,1.42,1.46,,1.01,1.10,1.00,0.77 +31147,31147,"Richardson County, Nebraska",Nebraska,NE,Richardson,"Richardson County, NE",1.88,1.88,1.88,,1.86,1.47,0.76,1.02 +31149,31149,"Rock County, Nebraska",Nebraska,NE,Rock,"Rock County, NE",2.09,2.09,2.19,,1.42,2.27,1.05,1.02 +31151,31151,"Saline County, Nebraska",Nebraska,NE,Saline,"Saline County, NE",1.32,1.32,1.33,,1.23,0.67,0.93,0.72 +31153,31153,"Sarpy County, Nebraska",Nebraska,NE,Sarpy,"Sarpy County, NE",0.98,0.98,0.81,,0.82,-0.67,1.46,0.94 +31155,31155,"Saunders County, Nebraska",Nebraska,NE,Saunders,"Saunders County, NE",1.65,1.65,1.63,,1.13,0.52,1.77,1.04 +31157,31157,"Scotts Bluff County, Nebraska",Nebraska,NE,Scotts Bluff,"Scotts Bluff County, NE",0.38,0.38,0.25,,-0.80,0.40,0.80,0.63 +31159,31159,"Seward County, Nebraska",Nebraska,NE,Seward,"Seward County, NE",1.61,1.61,1.59,,1.27,0.78,1.33,0.97 +31161,31161,"Sheridan County, Nebraska",Nebraska,NE,Sheridan,"Sheridan County, NE",1.37,1.37,1.66,,0.32,2.04,1.15,0.33 +31163,31163,"Sherman County, Nebraska",Nebraska,NE,Sherman,"Sherman County, NE",1.75,1.75,1.73,,0.98,1.77,0.96,1.10 +31165,31165,"Sioux County, Nebraska",Nebraska,NE,Sioux,"Sioux County, NE",,,,,,0.67,1.04,0.88 +31167,31167,"Stanton County, Nebraska",Nebraska,NE,Stanton,"Stanton County, NE",1.25,1.25,1.02,,1.03,-0.01,1.10,1.18 +31169,31169,"Thayer County, Nebraska",Nebraska,NE,Thayer,"Thayer County, NE",2.26,2.26,2.56,,1.66,2.49,1.39,0.73 +31171,31171,"Thomas County, Nebraska",Nebraska,NE,Thomas,"Thomas County, NE",,,,,,4.97,1.68, +31173,31173,"Thurston County, Nebraska",Nebraska,NE,Thurston,"Thurston County, NE",,,,,-1.72,0.67,,1.11 +31175,31175,"Valley County, Nebraska",Nebraska,NE,Valley,"Valley County, NE",2.26,,2.26,,1.37,1.91,1.57, +31177,31177,"Washington County, Nebraska",Nebraska,NE,Washington,"Washington County, NE",1.62,1.62,1.64,,1.56,0.04,1.84,0.88 +31179,31179,"Wayne County, Nebraska",Nebraska,NE,Wayne,"Wayne County, NE",1.20,1.20,1.14,,1.49,0.51,0.45,0.73 +31181,31181,"Webster County, Nebraska",Nebraska,NE,Webster,"Webster County, NE",1.39,1.39,1.42,,0.37,1.66,0.98,0.85 +31183,31183,"Wheeler County, Nebraska",Nebraska,NE,Wheeler,"Wheeler County, NE",,,,,,1.84,0.88,1.22 +31185,31185,"York County, Nebraska",Nebraska,NE,York,"York County, NE",1.59,1.59,1.53,,0.90,0.97,1.35,1.12 +32001,32001,"Churchill County, Nevada",Nevada,NV,Churchill,"Churchill County, NV",-0.64,-0.64,-1.02,,-0.24,-0.97,-1.03,0.30 +32003,32003,"Clark County, Nevada",Nevada,NV,Clark,"Clark County, NV",-2.16,-2.16,-1.73,,-0.44,-1.58,-1.71,-2.38 +32005,32005,"Douglas County, Nevada",Nevada,NV,Douglas,"Douglas County, NV",-0.25,-0.25,-0.63,,0.12,-1.04,-0.49,0.55 +32007,32007,"Elko County, Nevada",Nevada,NV,Elko,"Elko County, NV",-1.01,-1.01,-1.14,,0.94,-1.10,-2.21,-0.65 +32009,32009,"Esmeralda County, Nevada",Nevada,NV,Esmeralda,"Esmeralda County, NV",-1.20,-1.20,-1.71,,-0.85,0.22,-2.96,0.20 +32011,32011,"Eureka County, Nevada",Nevada,NV,Eureka,"Eureka County, NV",,,,,,-0.16,-2.26,-0.59 +32013,32013,"Humboldt County, Nevada",Nevada,NV,Humboldt,"Humboldt County, NV",-1.07,-1.07,-1.25,,0.13,-1.02,-1.77,-0.46 +32015,32015,"Lander County, Nevada",Nevada,NV,Lander,"Lander County, NV",-1.21,-1.21,-0.62,,0.80,-0.22,-1.84,-2.22 +32017,32017,"Lincoln County, Nevada",Nevada,NV,Lincoln,"Lincoln County, NV",,,,,,-0.67,-2.27,1.04 +32019,32019,"Lyon County, Nevada",Nevada,NV,Lyon,"Lyon County, NV",-0.88,-0.88,-1.12,,-0.18,-1.23,-1.05,-0.14 +32021,32021,"Mineral County, Nevada",Nevada,NV,Mineral,"Mineral County, NV",-1.96,-1.96,-2.56,,-3.42,-0.01,-2.18,0.27 +32023,32023,"Nye County, Nevada",Nevada,NV,Nye,"Nye County, NV",-1.41,-1.41,-1.60,,-0.17,-1.16,-2.10,-0.62 +32027,32027,"Pershing County, Nevada",Nevada,NV,Pershing,"Pershing County, NV",-2.32,-2.32,-1.69,,0.55,-1.03,-3.03,-3.07 +32029,32029,"Storey County, Nevada",Nevada,NV,Storey,"Storey County, NV",,,,,,-0.66,-0.13,-3.66 +32031,32031,"Washoe County, Nevada",Nevada,NV,Washoe,"Washoe County, NV",-0.87,-0.87,-0.88,,0.15,-1.19,-0.88,-0.66 +32033,32033,"White Pine County, Nevada",Nevada,NV,White Pine,"White Pine County, NV",,,,,,-0.83,-2.27,-0.48 +32510,32510,"Carson City, Nevada",Nevada,NV,Carson City,"Carson City, NV",-0.74,-0.74,-0.95,,-0.50,-0.63,-0.98,-0.06 +33001,33001,"Belknap County, New Hampshire",New Hampshire,NH,Belknap,"Belknap County, NH",0.73,0.73,0.93,,-0.06,0.57,1.37,0.13 +33003,33003,"Carroll County, New Hampshire",New Hampshire,NH,Carroll,"Carroll County, NH",1.16,1.16,1.41,,0.78,1.25,0.97,0.19 +33005,33005,"Cheshire County, New Hampshire",New Hampshire,NH,Cheshire,"Cheshire County, NH",0.91,0.91,1.09,,0.30,0.71,1.24,0.24 +33007,33007,"Coos County, New Hampshire",New Hampshire,NH,Coos,"Coos County, NH",0.16,0.16,0.11,,-1.15,0.75,0.51,0.37 +33009,33009,"Grafton County, New Hampshire",New Hampshire,NH,Grafton,"Grafton County, NH",0.82,0.82,0.97,,-0.19,1.20,0.99,0.30 +33011,33011,"Hillsborough County, New Hampshire",New Hampshire,NH,Hillsborough,"Hillsborough County, NH",0.70,0.70,1.00,,0.44,0.08,1.50,-0.15 +33013,33013,"Merrimack County, New Hampshire",New Hampshire,NH,Merrimack,"Merrimack County, NH",1.26,1.26,1.45,,0.38,1.05,1.58,0.45 +33015,33015,"Rockingham County, New Hampshire",New Hampshire,NH,Rockingham,"Rockingham County, NH",1.36,1.36,1.46,,0.99,0.14,1.89,0.62 +33017,33017,"Strafford County, New Hampshire",New Hampshire,NH,Strafford,"Strafford County, NH",0.80,0.80,1.02,,0.53,0.13,1.41,0.06 +33019,33019,"Sullivan County, New Hampshire",New Hampshire,NH,Sullivan,"Sullivan County, NH",0.05,0.05,0.04,,-1.41,0.61,0.71,0.27 +34001,34001,"Atlantic County, New Jersey",New Jersey,NJ,Atlantic,"Atlantic County, NJ",-0.89,-0.89,-0.67,,-0.85,-1.02,0.28,-0.95 +34003,34003,"Bergen County, New Jersey",New Jersey,NJ,Bergen,"Bergen County, NJ",0.48,0.48,0.15,,1.28,-0.94,-0.04,0.81 +34005,34005,"Burlington County, New Jersey",New Jersey,NJ,Burlington,"Burlington County, NJ",0.41,0.41,0.29,,0.59,-1.03,0.95,0.45 +34007,34007,"Camden County, New Jersey",New Jersey,NJ,Camden,"Camden County, NJ",-0.99,-0.99,-0.49,,-0.76,-1.11,0.63,-1.58 +34009,34009,"Cape May County, New Jersey",New Jersey,NJ,Cape May,"Cape May County, NJ",0.20,0.20,0.24,,0.74,-0.61,0.32,-0.04 +34011,34011,"Cumberland County, New Jersey",New Jersey,NJ,Cumberland,"Cumberland County, NJ",-1.48,-1.48,-1.16,,-1.45,-1.06,-0.14,-1.49 +34013,34013,"Essex County, New Jersey",New Jersey,NJ,Essex,"Essex County, NJ",-1.48,-1.48,-0.80,,-1.04,-1.00,0.16,-2.25 +34015,34015,"Gloucester County, New Jersey",New Jersey,NJ,Gloucester,"Gloucester County, NJ",0.37,0.37,0.16,,0.66,-1.20,0.78,0.59 +34017,34017,"Hudson County, New Jersey",New Jersey,NJ,Hudson,"Hudson County, NJ",-1.05,-1.05,-0.97,,-0.48,-1.45,-0.28,-0.83 +34019,34019,"Hunterdon County, New Jersey",New Jersey,NJ,Hunterdon,"Hunterdon County, NJ",1.35,1.35,1.20,,1.49,-0.53,1.53,1.06 +34021,34021,"Mercer County, New Jersey",New Jersey,NJ,Mercer,"Mercer County, NJ",-0.03,-0.03,0.33,,0.29,-0.30,0.63,-0.81 +34023,34023,"Middlesex County, New Jersey",New Jersey,NJ,Middlesex,"Middlesex County, NJ",0.30,0.30,0.11,,0.92,-1.22,0.45,0.45 +34025,34025,"Monmouth County, New Jersey",New Jersey,NJ,Monmouth,"Monmouth County, NJ",0.52,0.52,0.43,,0.79,-0.94,0.97,0.43 +34027,34027,"Morris County, New Jersey",New Jersey,NJ,Morris,"Morris County, NJ",1.17,1.17,0.99,,1.70,-0.81,1.18,0.93 +34029,34029,"Ocean County, New Jersey",New Jersey,NJ,Ocean,"Ocean County, NJ",0.30,0.30,-0.05,,0.99,-1.20,0.05,0.76 +34031,34031,"Passaic County, New Jersey",New Jersey,NJ,Passaic,"Passaic County, NJ",-0.83,-0.83,-0.57,,-0.30,-1.26,0.20,-1.06 +34033,34033,"Salem County, New Jersey",New Jersey,NJ,Salem,"Salem County, NJ",-0.33,-0.33,-0.35,,-0.91,-0.63,0.61,-0.06 +34035,34035,"Somerset County, New Jersey",New Jersey,NJ,Somerset,"Somerset County, NJ",1.02,1.02,0.81,,1.50,-0.92,1.08,0.93 +34037,34037,"Sussex County, New Jersey",New Jersey,NJ,Sussex,"Sussex County, NJ",0.96,0.96,0.70,,1.44,-0.86,0.86,1.01 +34039,34039,"Union County, New Jersey",New Jersey,NJ,Union,"Union County, NJ",-0.41,-0.41,-0.24,,-0.16,-1.09,0.58,-0.61 +34041,34041,"Warren County, New Jersey",New Jersey,NJ,Warren,"Warren County, NJ",0.55,0.55,0.25,,0.64,-0.79,0.61,0.88 +35001,35001,"Bernalillo County, New Mexico",New Mexico,NM,Bernalillo,"Bernalillo County, NM",-2.19,-2.19,-1.59,,-0.67,-0.57,-2.15,-2.73 +35003,35003,"Catron County, New Mexico",New Mexico,NM,Catron,"Catron County, NM",,,,,,1.88,-2.98,0.83 +35005,35005,"Chaves County, New Mexico",New Mexico,NM,Chaves,"Chaves County, NM",-2.05,-2.05,-1.91,,-0.66,-0.46,-2.91,-1.73 +35006,35006,"Cibola County, New Mexico",New Mexico,NM,Cibola,"Cibola County, NM",-3.16,-3.16,-3.20,,-2.45,-0.55,-3.86,-1.87 +35007,35007,"Colfax County, New Mexico",New Mexico,NM,Colfax,"Colfax County, NM",-1.13,-1.13,-1.60,,-0.87,0.97,-3.42,0.18 +35009,35009,"Curry County, New Mexico",New Mexico,NM,Curry,"Curry County, NM",-1.89,-1.89,-2.07,,-0.33,-0.57,-3.45,-1.00 +35011,35011,"De Baca County, New Mexico",New Mexico,NM,De Baca,"DeBaca County, NM",-1.17,-1.17,-1.32,,1.00,1.11,-4.66,-0.81 +35013,35013,"Doña Ana County, New Mexico",New Mexico,NM,Dona Ana,"Dona Ana County, NM",-1.45,-1.45,-1.79,,-0.26,-0.72,-2.79,-0.39 +35015,35015,"Eddy County, New Mexico",New Mexico,NM,Eddy,"Eddy County, NM",-2.20,-2.20,-2.00,,-1.06,-0.30,-2.88,-1.89 +35017,35017,"Grant County, New Mexico",New Mexico,NM,Grant,"Grant County, NM",-1.98,-1.98,-1.45,,-1.00,0.39,-2.46,-2.40 +35019,35019,"Guadalupe County, New Mexico",New Mexico,NM,Guadalupe,"Guadalupe County, NM",,,,,,0.33,-3.09,-2.37 +35021,35021,"Harding County, New Mexico",New Mexico,NM,Harding,"Harding County, NM",,,,,,3.16,-0.81, +35023,35023,"Hidalgo County, New Mexico",New Mexico,NM,Hidalgo,"Hidalgo County, NM",,,,,,0.31,-3.31,-0.29 +35025,35025,"Lea County, New Mexico",New Mexico,NM,Lea,"Lea County, NM",-2.00,-2.00,-2.01,,0.17,-0.53,-3.81,-1.51 +35027,35027,"Lincoln County, New Mexico",New Mexico,NM,Lincoln,"Lincoln County, NM",-0.97,-0.97,-1.28,,0.15,0.46,-3.21,-0.17 +35028,35028,"Los Alamos County, New Mexico",New Mexico,NM,Los Alamos,"Los Alamos County, NM",0.82,0.82,1.07,,1.63,1.00,-0.26,-0.18 +35029,35029,"Luna County, New Mexico",New Mexico,NM,Luna,"Luna County, NM",-2.53,-2.53,-2.12,,-1.28,-0.38,-2.86,-2.51 +35031,35031,"McKinley County, New Mexico",New Mexico,NM,McKinley,"McKinley County, NM",-3.04,-3.04,-2.76,,-2.01,-0.76,-3.16,-2.50 +35033,35033,"Mora County, New Mexico",New Mexico,NM,Mora,"Mora County, NM",-0.49,-0.49,-0.97,,-1.17,1.54,-2.38,0.71 +35035,35035,"Otero County, New Mexico",New Mexico,NM,Otero,"Otero County, NM",-1.76,-1.76,-2.30,,-0.90,-0.40,-3.56,-0.12 +35037,35037,"Quay County, New Mexico",New Mexico,NM,Quay,"Quay County, NM",-1.84,-1.84,-2.04,,-2.00,0.80,-3.13,-0.70 +35039,35039,"Rio Arriba County, New Mexico",New Mexico,NM,Rio Arriba,"Rio Arriba County, NM",-2.43,-2.43,-2.45,,-1.65,-0.15,-3.43,-1.52 +35041,35041,"Roosevelt County, New Mexico",New Mexico,NM,Roosevelt,"Roosevelt County, NM",-1.78,-1.78,-1.72,,-0.24,-0.20,-3.14,-1.43 +35043,35043,"Sandoval County, New Mexico",New Mexico,NM,Sandoval,"Sandoval County, NM",-0.87,-0.87,-1.24,,0.17,-0.76,-2.03,0.05 +35045,35045,"San Juan County, New Mexico",New Mexico,NM,San Juan,"San Juan County, NM",-2.10,-2.10,-1.97,,-1.01,-0.57,-2.63,-1.66 +35047,35047,"San Miguel County, New Mexico",New Mexico,NM,San Miguel,"San Miguel County, NM",-2.74,-2.74,-2.95,,-2.72,0.01,-3.61,-1.22 +35049,35049,"Santa Fe County, New Mexico",New Mexico,NM,Santa Fe,"Santa Fe County, NM",-0.99,-0.99,-1.13,,-0.81,0.19,-1.79,-0.36 +35051,35051,"Sierra County, New Mexico",New Mexico,NM,Sierra,"Sierra County, NM",-1.66,-1.66,-1.96,,-1.81,0.81,-3.16,-0.38 +35053,35053,"Socorro County, New Mexico",New Mexico,NM,Socorro,"Socorro County, NM",-2.73,-2.73,-2.47,,-2.51,0.02,-2.84,-2.14 +35055,35055,"Taos County, New Mexico",New Mexico,NM,Taos,"Taos County, NM",-1.94,-1.94,-2.04,,-1.98,0.65,-3.01,-0.97 +35057,35057,"Torrance County, New Mexico",New Mexico,NM,Torrance,"Torrance County, NM",-1.10,-1.10,-1.40,,0.32,-0.13,-3.07,-0.32 +35059,35059,"Union County, New Mexico",New Mexico,NM,Union,"Union County, NM",-1.31,-1.31,-1.63,,-1.26,1.07,-3.21,-0.21 +35061,35061,"Valencia County, New Mexico",New Mexico,NM,Valencia,"Valencia County, NM",-2.50,-2.50,-2.04,,-0.80,-0.81,-2.75,-2.65 +36001,36001,"Albany County, New York",New York,NY,Albany,"Albany County, NY",-0.48,-0.48,-0.42,,-0.25,-0.35,-0.37,-0.45 +36003,36003,"Allegany County, New York",New York,NY,Allegany,"Allegany County, NY",-0.44,-0.44,-0.82,,0.19,-0.33,-1.59,0.37 +36005,36005,"Bronx County, New York",New York,NY,Bronx,"Bronx County, NY",-2.72,-2.72,-2.54,,-2.50,-1.64,-1.47,-1.94 +36007,36007,"Broome County, New York",New York,NY,Broome,"Broome County, NY",-0.74,-0.74,-0.86,,-0.65,-0.74,-0.53,-0.21 +36009,36009,"Cattaraugus County, New York",New York,NY,Cattaraugus,"Cattaraugus County, NY",-0.55,-0.55,-0.89,,-0.42,-0.55,-0.99,0.33 +36011,36011,"Cayuga County, New York",New York,NY,Cayuga,"Cayuga County, NY",-0.50,-0.50,-0.79,,-0.38,-0.80,-0.60,0.27 +36013,36013,"Chautauqua County, New York",New York,NY,Chautauqua,"Chautauqua County, NY",-0.63,-0.63,-0.86,,-0.55,-0.54,-0.82,0.07 +36015,36015,"Chemung County, New York",New York,NY,Chemung,"Chemung County, NY",-0.53,-0.53,-0.81,,-0.37,-0.85,-0.60,0.23 +36017,36017,"Chenango County, New York",New York,NY,Chenango,"Chenango County, NY",-0.02,-0.02,-0.36,,-0.06,0.26,-0.97,0.62 +36019,36019,"Clinton County, New York",New York,NY,Clinton,"Clinton County, NY",-0.61,-0.61,-1.09,,-0.59,-0.87,-0.95,0.60 +36021,36021,"Columbia County, New York",New York,NY,Columbia,"Columbia County, NY",-0.21,-0.21,-0.52,,-0.59,-0.13,-0.48,0.53 +36023,36023,"Cortland County, New York",New York,NY,Cortland,"Cortland County, NY",-0.32,-0.32,-0.77,,-0.23,-0.69,-0.77,0.67 +36025,36025,"Delaware County, New York",New York,NY,Delaware,"Delaware County, NY",-0.40,-0.40,-0.82,,-0.18,0.05,-1.62,0.53 +36027,36027,"Dutchess County, New York",New York,NY,Dutchess,"Dutchess County, NY",-0.26,-0.26,-0.48,,0.51,-0.94,-0.64,0.16 +36029,36029,"Erie County, New York",New York,NY,Erie,"Erie County, NY",-0.94,-0.94,-0.72,,-0.44,-0.92,-0.30,-1.04 +36031,36031,"Essex County, New York",New York,NY,Essex,"Essex County, NY",-0.31,-0.31,-0.70,,-0.13,0.03,-1.37,0.53 +36033,36033,"Franklin County, New York",New York,NY,Franklin,"Franklin County, NY",-0.80,-0.80,-1.39,,-0.61,-0.58,-1.80,0.64 +36035,36035,"Fulton County, New York",New York,NY,Fulton,"Fulton County, NY",-0.62,-0.62,-1.14,,-0.80,-0.81,-0.90,0.68 +36037,36037,"Genesee County, New York",New York,NY,Genesee,"Genesee County, NY",-0.27,-0.27,-0.53,,-0.07,-0.77,-0.37,0.32 +36039,36039,"Greene County, New York",New York,NY,Greene,"Greene County, NY",-0.86,-0.86,-1.19,,-0.70,-0.50,-1.39,0.11 +36041,36041,"Hamilton County, New York",New York,NY,Hamilton,"Hamilton County, NY",,,,,-0.32,2.00,,0.94 +36043,36043,"Herkimer County, New York",New York,NY,Herkimer,"Herkimer County, NY",-0.77,-0.77,-1.08,,-0.79,-0.80,-0.81,0.17 +36045,36045,"Jefferson County, New York",New York,NY,Jefferson,"Jefferson County, NY",-0.38,-0.38,-0.80,,0.62,-0.78,-1.52,0.43 +36047,36047,"Kings County, New York",New York,NY,Kings,"Kings County, NY",-1.89,-1.89,-1.58,,-0.40,-1.37,-1.65,-1.94 +36049,36049,"Lewis County, New York",New York,NY,Lewis,"Lewis County, NY",-0.04,-0.04,-0.46,,0.26,-0.36,-0.90,0.74 +36051,36051,"Livingston County, New York",New York,NY,Livingston,"Livingston County, NY",-0.15,-0.15,-0.59,,-0.21,-0.75,-0.38,0.80 +36053,36053,"Madison County, New York",New York,NY,Madison,"Madison County, NY",-0.09,-0.09,-0.54,,0.28,-0.62,-0.84,0.77 +36055,36055,"Monroe County, New York",New York,NY,Monroe,"Monroe County, NY",-0.82,-0.82,-0.80,,-0.71,-0.99,-0.15,-0.51 +36057,36057,"Montgomery County, New York",New York,NY,Montgomery,"Montgomery County, NY",-0.55,-0.55,-1.06,,-0.76,-0.63,-0.95,0.71 +36059,36059,"Nassau County, New York",New York,NY,Nassau,"Nassau County, NY",0.28,0.28,0.06,,1.26,-1.00,-0.15,0.42 +36061,36061,"New York County, New York",New York,NY,New York,"New York County, NY",-1.13,-1.13,-0.53,,-0.68,0.34,-0.84,-1.94 +36063,36063,"Niagara County, New York",New York,NY,Niagara,"Niagara County, NY",-1.08,-1.08,-1.07,,-0.80,-1.04,-0.55,-0.69 +36065,36065,"Oneida County, New York",New York,NY,Oneida,"Oneida County, NY",-0.85,-0.85,-1.09,,-0.67,-0.89,-0.86,-0.05 +36067,36067,"Onondaga County, New York",New York,NY,Onondaga,"Onondaga County, NY",-0.72,-0.72,-0.70,,-0.53,-0.84,-0.23,-0.50 +36069,36069,"Ontario County, New York",New York,NY,Ontario,"Ontario County, NY",0.02,0.02,-0.29,,0.21,-0.79,-0.11,0.58 +36071,36071,"Orange County, New York",New York,NY,Orange,"Orange County, NY",-0.25,-0.25,-0.39,,0.90,-1.08,-0.67,-0.04 +36073,36073,"Orleans County, New York",New York,NY,Orleans,"Orleans County, NY",-0.53,-0.53,-0.97,,-0.35,-0.92,-0.87,0.52 +36075,36075,"Oswego County, New York",New York,NY,Oswego,"Oswego County, NY",-0.67,-0.67,-1.07,,-0.72,-0.84,-0.81,0.42 +36077,36077,"Otsego County, New York",New York,NY,Otsego,"Otsego County, NY",-0.20,-0.20,-0.61,,0.11,-0.14,-1.26,0.61 +36079,36079,"Putnam County, New York",New York,NY,Putnam,"Putnam County, NY",0.68,0.68,0.28,,1.76,-1.00,-0.15,1.01 +36081,36081,"Queens County, New York",New York,NY,Queens,"Queens County, NY",-1.73,-1.73,-1.39,,0.06,-1.49,-1.58,-1.94 +36083,36083,"Rensselaer County, New York",New York,NY,Rensselaer,"Rensselaer County, NY",-0.71,-0.71,-0.81,,-0.46,-0.88,-0.48,-0.27 +36085,36085,"Richmond County, New York",New York,NY,Richmond,"Richmond County, NY",-1.36,-1.36,-0.94,,0.63,-1.43,-1.22,-1.94 +36087,36087,"Rockland County, New York",New York,NY,Rockland,"Rockland County, NY",0.51,0.51,0.28,,1.52,-0.77,-0.14,0.57 +36089,36089,"St. Lawrence County, New York",New York,NY,St. Lawrence,"St. Lawrence County, NY",-0.46,-0.46,-0.96,,-0.31,-0.51,-1.27,0.68 +36091,36091,"Saratoga County, New York",New York,NY,Saratoga,"Saratoga County, NY",0.37,0.37,0.01,,0.78,-0.96,0.14,0.85 +36093,36093,"Schenectady County, New York",New York,NY,Schenectady,"Schenectady County, NY",-0.87,-0.87,-0.69,,-0.17,-0.97,-0.43,-0.95 +36095,36095,"Schoharie County, New York",New York,NY,Schoharie,"Schoharie County, NY",-0.30,-0.30,-0.86,,-0.18,-0.51,-1.18,0.91 +36097,36097,"Schuyler County, New York",New York,NY,Schuyler,"Schuyler County, NY",-0.10,-0.10,-0.51,,-0.60,-0.44,-0.15,0.82 +36099,36099,"Seneca County, New York",New York,NY,Seneca,"Seneca County, NY",-0.48,-0.48,-0.75,,-0.10,-0.77,-0.78,0.19 +36101,36101,"Steuben County, New York",New York,NY,Steuben,"Steuben County, NY",-0.27,-0.27,-0.62,,-0.09,-0.68,-0.61,0.51 +36103,36103,"Suffolk County, New York",New York,NY,Suffolk,"Suffolk County, NY",0.04,0.04,-0.32,,0.90,-1.19,-0.43,0.60 +36105,36105,"Sullivan County, New York",New York,NY,Sullivan,"Sullivan County, NY",-1.01,-1.01,-1.36,,-0.56,-0.53,-1.84,0.04 +36107,36107,"Tioga County, New York",New York,NY,Tioga,"Tioga County, NY",0.08,0.08,-0.35,,0.12,-0.74,-0.20,0.89 +36109,36109,"Tompkins County, New York",New York,NY,Tompkins,"Tompkins County, NY",-0.17,-0.17,-0.56,,-0.12,-0.34,-0.78,0.63 +36111,36111,"Ulster County, New York",New York,NY,Ulster,"Ulster County, NY",-0.22,-0.22,-0.53,,0.21,-0.72,-0.66,0.41 +36113,36113,"Warren County, New York",New York,NY,Warren,"Warren County, NY",-0.31,-0.31,-0.71,,-0.61,-0.34,-0.64,0.63 +36115,36115,"Washington County, New York",New York,NY,Washington,"Washington County, NY",-0.38,-0.38,-0.84,,-0.15,-0.74,-0.95,0.64 +36117,36117,"Wayne County, New York",New York,NY,Wayne,"Wayne County, NY",-0.19,-0.19,-0.50,,0.14,-0.85,-0.42,0.45 +36119,36119,"Westchester County, New York",New York,NY,Westchester,"Westchester County, NY",-0.10,-0.10,-0.21,,0.52,-0.84,-0.18,0.05 +36121,36121,"Wyoming County, New York",New York,NY,Wyoming,"Wyoming County, NY",-0.22,-0.22,-0.65,,-0.21,-0.69,-0.57,0.71 +36123,36123,"Yates County, New York",New York,NY,Yates,"Yates County, NY",0.11,0.11,-0.35,,0.40,-0.53,-0.63,0.89 +37001,37001,"Alamance County, North Carolina",North Carolina,NC,Alamance,"Alamance County, NC",-0.72,-0.72,-0.57,,-0.35,-0.92,-0.05,-0.78 +37003,37003,"Alexander County, North Carolina",North Carolina,NC,Alexander,"Alexander County, NC",0.20,0.20,-0.08,,0.61,-0.95,0.11,0.59 +37005,37005,"Alleghany County, North Carolina",North Carolina,NC,Alleghany,"Alleghany County, NC",0.34,0.34,0.16,,0.14,0.14,0.01,0.56 +37007,37007,"Anson County, North Carolina",North Carolina,NC,Anson,"Anson County, NC",-1.65,-1.65,-1.38,,-2.33,-0.30,-0.51,-1.39 +37009,37009,"Ashe County, North Carolina",North Carolina,NC,Ashe,"Ashe County, NC",0.17,0.17,-0.19,,-0.27,-0.20,-0.01,0.86 +37011,37011,"Avery County, North Carolina",North Carolina,NC,Avery,"Avery County, NC",0.50,0.50,0.28,,1.36,0.13,-0.83,0.55 +37013,37013,"Beaufort County, North Carolina",North Carolina,NC,Beaufort,"Beaufort County, NC",-0.05,-0.05,0.13,,-0.01,0.01,0.22,-0.43 +37015,37015,"Bertie County, North Carolina",North Carolina,NC,Bertie,"Bertie County, NC",-0.45,-0.45,-0.79,,-0.80,-0.69,-0.31,0.47 +37017,37017,"Bladen County, North Carolina",North Carolina,NC,Bladen,"Bladen County, NC",-1.13,-1.13,-1.34,,-2.28,-0.45,-0.33,-0.07 +37019,37019,"Brunswick County, North Carolina",North Carolina,NC,Brunswick,"Brunswick County, NC",-0.33,-0.33,-0.59,,-0.59,-0.94,0.13,0.38 +37021,37021,"Buncombe County, North Carolina",North Carolina,NC,Buncombe,"Buncombe County, NC",-0.04,-0.04,-0.05,,-0.18,-0.36,0.32,0.01 +37023,37023,"Burke County, North Carolina",North Carolina,NC,Burke,"Burke County, NC",-0.45,-0.45,-0.76,,-0.52,-0.73,-0.46,0.36 +37025,37025,"Cabarrus County, North Carolina",North Carolina,NC,Cabarrus,"Cabarrus County, NC",0.29,0.29,0.00,,0.66,-0.94,0.21,0.68 +37027,37027,"Caldwell County, North Carolina",North Carolina,NC,Caldwell,"Caldwell County, NC",-0.35,-0.35,-0.70,,-0.43,-0.88,-0.29,0.51 +37029,37029,"Camden County, North Carolina",North Carolina,NC,Camden,"Camden County, NC",0.41,0.41,0.04,,0.57,-0.62,0.08,0.95 +37031,37031,"Carteret County, North Carolina",North Carolina,NC,Carteret,"Carteret County, NC",-0.27,-0.27,-0.24,,-0.19,-0.63,0.19,-0.22 +37033,37033,"Caswell County, North Carolina",North Carolina,NC,Caswell,"Caswell County, NC",-0.45,-0.45,-0.64,,-0.62,-0.83,-0.05,0.15 +37035,37035,"Catawba County, North Carolina",North Carolina,NC,Catawba,"Catawba County, NC",-0.15,-0.15,-0.15,,0.34,-0.79,0.05,-0.16 +37037,37037,"Chatham County, North Carolina",North Carolina,NC,Chatham,"Chatham County, NC",0.41,0.41,0.34,,0.55,-0.69,0.77,0.37 +37039,37039,"Cherokee County, North Carolina",North Carolina,NC,Cherokee,"Cherokee County, NC",-0.13,-0.13,-0.29,,-0.26,-0.28,-0.17,0.26 +37041,37041,"Chowan County, North Carolina",North Carolina,NC,Chowan,"Chowan County, NC",-0.64,-0.64,-0.59,,-1.31,-0.36,0.26,-0.37 +37043,37043,"Clay County, North Carolina",North Carolina,NC,Clay,"Clay County, NC",0.44,0.44,0.49,,0.63,0.24,0.16,0.10 +37045,37045,"Cleveland County, North Carolina",North Carolina,NC,Cleveland,"Cleveland County, NC",-0.56,-0.56,-0.79,,-0.86,-0.71,-0.25,0.20 +37047,37047,"Columbus County, North Carolina",North Carolina,NC,Columbus,"Columbus County, NC",-1.22,-1.22,-1.05,,-1.27,-0.45,-0.65,-1.02 +37049,37049,"Craven County, North Carolina",North Carolina,NC,Craven,"Craven County, NC",-0.31,-0.31,-0.36,,0.04,-0.65,-0.23,-0.15 +37051,37051,"Cumberland County, North Carolina",North Carolina,NC,Cumberland,"Cumberland County, NC",-1.38,-1.38,-1.07,,-0.70,-1.00,-0.69,-1.52 +37053,37053,"Currituck County, North Carolina",North Carolina,NC,Currituck,"Currituck County, NC",0.48,0.48,0.30,,1.46,-0.93,0.11,0.45 +37055,37055,"Dare County, North Carolina",North Carolina,NC,Dare,"Dare County, NC",0.22,0.22,0.30,,0.41,-0.27,0.43,-0.06 +37057,37057,"Davidson County, North Carolina",North Carolina,NC,Davidson,"Davidson County, NC",-0.39,-0.39,-0.65,,-0.27,-1.06,-0.16,0.27 +37059,37059,"Davie County, North Carolina",North Carolina,NC,Davie,"Davie County, NC",0.08,0.08,-0.09,,0.00,-0.70,0.40,0.41 +37061,37061,"Duplin County, North Carolina",North Carolina,NC,Duplin,"Duplin County, NC",-0.90,-0.90,-1.07,,-0.83,-0.80,-0.75,-0.22 +37063,37063,"Durham County, North Carolina",North Carolina,NC,Durham,"Durham County, NC",-0.93,-0.93,-0.26,,-0.73,-0.52,0.54,-1.90 +37065,37065,"Edgecombe County, North Carolina",North Carolina,NC,Edgecombe,"Edgecombe County, NC",-1.74,-1.74,-1.39,,-2.50,-0.66,-0.04,-1.58 +37067,37067,"Forsyth County, North Carolina",North Carolina,NC,Forsyth,"Forsyth County, NC",-0.39,-0.39,0.21,,-0.38,0.50,0.25,-1.46 +37069,37069,"Franklin County, North Carolina",North Carolina,NC,Franklin,"Franklin County, NC",-0.27,-0.27,-0.52,,-0.13,-1.01,-0.08,0.33 +37071,37071,"Gaston County, North Carolina",North Carolina,NC,Gaston,"Gaston County, NC",-0.87,-0.87,-0.77,,-0.65,-0.91,-0.21,-0.72 +37073,37073,"Gates County, North Carolina",North Carolina,NC,Gates,"Gates County, NC",0.12,0.12,-0.27,,-0.18,-0.35,-0.12,0.88 +37075,37075,"Graham County, North Carolina",North Carolina,NC,Graham,"Graham County, NC",-0.45,,-0.45,,-0.06,-0.68,-0.29, +37077,37077,"Granville County, North Carolina",North Carolina,NC,Granville,"Granville County, NC",-0.72,-0.72,-0.76,,-0.62,-1.02,-0.13,-0.34 +37079,37079,"Greene County, North Carolina",North Carolina,NC,Greene,"Greene County, NC",-0.83,-0.83,-1.27,,-1.55,-0.73,-0.59,0.53 +37081,37081,"Guilford County, North Carolina",North Carolina,NC,Guilford,"Guilford County, NC",-0.65,-0.65,-0.38,,-0.76,-0.61,0.42,-0.90 +37083,37083,"Halifax County, North Carolina",North Carolina,NC,Halifax,"Halifax County, NC",-1.61,-1.61,-1.40,,-2.61,-0.50,-0.10,-1.19 +37085,37085,"Harnett County, North Carolina",North Carolina,NC,Harnett,"Harnett County, NC",-0.54,-0.54,-0.71,,0.35,-1.02,-0.88,-0.14 +37087,37087,"Haywood County, North Carolina",North Carolina,NC,Haywood,"Haywood County, NC",-0.36,-0.36,-0.38,,-0.32,-0.47,-0.11,-0.17 +37089,37089,"Henderson County, North Carolina",North Carolina,NC,Henderson,"Henderson County, NC",0.13,0.13,-0.09,,0.40,-0.86,0.18,0.47 +37091,37091,"Hertford County, North Carolina",North Carolina,NC,Hertford,"Hertford County, NC",-1.41,-1.41,-1.54,,-2.32,-0.67,-0.51,-0.41 +37093,37093,"Hoke County, North Carolina",North Carolina,NC,Hoke,"Hoke County, NC",-0.49,-0.49,-1.04,,0.10,-1.35,-1.02,0.71 +37095,37095,"Hyde County, North Carolina",North Carolina,NC,Hyde,"Hyde County, NC",0.26,,0.26,,0.64,0.67,-0.71, +37097,37097,"Iredell County, North Carolina",North Carolina,NC,Iredell,"Iredell County, NC",-0.20,-0.20,-0.24,,0.02,-0.86,0.24,-0.09 +37099,37099,"Jackson County, North Carolina",North Carolina,NC,Jackson,"Jackson County, NC",-0.75,-0.75,-1.02,,-1.14,-0.37,-0.76,0.14 +37101,37101,"Johnston County, North Carolina",North Carolina,NC,Johnston,"Johnston County, NC",-0.15,-0.15,-0.37,,0.00,-1.06,0.16,0.32 +37103,37103,"Jones County, North Carolina",North Carolina,NC,Jones,"Jones County, NC",-0.28,,-0.28,,-0.70,-0.15,0.13, +37105,37105,"Lee County, North Carolina",North Carolina,NC,Lee,"Lee County, NC",-0.12,-0.12,-0.38,,-0.02,-0.67,-0.20,0.41 +37107,37107,"Lenoir County, North Carolina",North Carolina,NC,Lenoir,"Lenoir County, NC",-1.39,-1.39,-0.61,,-1.14,-0.32,0.00,-2.38 +37109,37109,"Lincoln County, North Carolina",North Carolina,NC,Lincoln,"Lincoln County, NC",0.10,0.10,-0.14,,0.38,-0.88,0.12,0.50 +37111,37111,"McDowell County, North Carolina",North Carolina,NC,McDowell,"McDowell County, NC",-0.13,-0.13,-0.45,,0.17,-0.67,-0.52,0.50 +37113,37113,"Macon County, North Carolina",North Carolina,NC,Macon,"Macon County, NC",0.23,0.23,0.03,,-0.22,0.12,0.10,0.56 +37115,37115,"Madison County, North Carolina",North Carolina,NC,Madison,"Madison County, NC",0.12,0.12,-0.25,,-0.63,-0.04,0.04,0.91 +37117,37117,"Martin County, North Carolina",North Carolina,NC,Martin,"Martin County, NC",-1.31,-1.31,-0.89,,-2.14,-0.20,0.23,-1.48 +37119,37119,"Mecklenburg County, North Carolina",North Carolina,NC,Mecklenburg,"Mecklenburg County, NC",-0.86,-0.86,-0.38,,-0.30,-0.87,0.24,-1.55 +37121,37121,"Mitchell County, North Carolina",North Carolina,NC,Mitchell,"Mitchell County, NC",0.73,,0.73,,1.48,-0.01,0.12, +37123,37123,"Montgomery County, North Carolina",North Carolina,NC,Montgomery,"Montgomery County, NC",-0.13,-0.13,-0.29,,-0.04,-0.37,-0.28,0.22 +37125,37125,"Moore County, North Carolina",North Carolina,NC,Moore,"Moore County, NC",0.20,0.20,0.07,,0.44,-0.60,0.24,0.32 +37127,37127,"Nash County, North Carolina",North Carolina,NC,Nash,"Nash County, NC",-1.13,-1.13,-0.70,,-1.15,-0.83,0.31,-1.51 +37129,37129,"New Hanover County, North Carolina",North Carolina,NC,New Hanover,"New Hanover County, NC",-0.69,-0.69,-0.44,,-0.31,-0.81,0.06,-0.94 +37131,37131,"Northampton County, North Carolina",North Carolina,NC,Northampton,"Northampton County, NC",-1.53,-1.53,-1.75,,-2.90,-0.81,-0.29,-0.22 +37133,37133,"Onslow County, North Carolina",North Carolina,NC,Onslow,"Onslow County, NC",-0.53,-0.53,-0.93,,0.84,-1.27,-1.54,0.26 +37135,37135,"Orange County, North Carolina",North Carolina,NC,Orange,"Orange County, NC",0.69,0.69,0.64,,0.58,-0.34,1.04,0.49 +37137,37137,"Pamlico County, North Carolina",North Carolina,NC,Pamlico,"Pamlico County, NC",-0.07,-0.07,0.01,,-0.48,0.31,0.10,-0.15 +37139,37139,"Pasquotank County, North Carolina",North Carolina,NC,Pasquotank,"Pasquotank County, NC",-0.86,-0.86,-0.82,,-0.95,-0.62,-0.31,-0.57 +37141,37141,"Pender County, North Carolina",North Carolina,NC,Pender,"Pender County, NC",-0.23,-0.23,-0.42,,-0.19,-0.82,0.00,0.26 +37143,37143,"Perquimans County, North Carolina",North Carolina,NC,Perquimans,"Perquimans County, NC",-0.17,-0.17,-0.38,,-0.78,-0.29,0.12,0.42 +37145,37145,"Person County, North Carolina",North Carolina,NC,Person,"Person County, NC",-0.54,-0.54,-0.63,,-0.82,-0.93,0.24,-0.07 +37147,37147,"Pitt County, North Carolina",North Carolina,NC,Pitt,"Pitt County, NC",-1.04,-1.04,-0.87,,-0.94,-0.81,-0.25,-0.95 +37149,37149,"Polk County, North Carolina",North Carolina,NC,Polk,"Polk County, NC",0.39,0.39,0.06,,-0.03,0.10,0.01,0.92 +37151,37151,"Randolph County, North Carolina",North Carolina,NC,Randolph,"Randolph County, NC",-0.24,-0.24,-0.54,,-0.22,-0.99,-0.06,0.45 +37153,37153,"Richmond County, North Carolina",North Carolina,NC,Richmond,"Richmond County, NC",-1.39,-1.39,-1.23,,-1.93,-0.25,-0.59,-1.04 +37155,37155,"Robeson County, North Carolina",North Carolina,NC,Robeson,"Robeson County, NC",-2.25,-2.25,-1.87,,-1.96,-0.75,-1.42,-2.09 +37157,37157,"Rockingham County, North Carolina",North Carolina,NC,Rockingham,"Rockingham County, NC",-0.60,-0.60,-0.80,,-0.96,-0.77,-0.13,0.11 +37159,37159,"Rowan County, North Carolina",North Carolina,NC,Rowan,"Rowan County, NC",-0.69,-0.69,-0.63,,-0.58,-0.77,-0.13,-0.52 +37161,37161,"Rutherford County, North Carolina",North Carolina,NC,Rutherford,"Rutherford County, NC",-0.26,-0.26,-0.54,,-0.57,-0.43,-0.26,0.45 +37163,37163,"Sampson County, North Carolina",North Carolina,NC,Sampson,"Sampson County, NC",-0.35,-0.35,-0.55,,-0.34,-0.55,-0.36,0.18 +37165,37165,"Scotland County, North Carolina",North Carolina,NC,Scotland,"Scotland County, NC",-2.08,-2.08,-1.67,,-2.20,-0.67,-0.86,-2.00 +37167,37167,"Stanly County, North Carolina",North Carolina,NC,Stanly,"Stanly County, NC",-0.33,-0.33,-0.47,,-0.59,-0.57,0.04,0.12 +37169,37169,"Stokes County, North Carolina",North Carolina,NC,Stokes,"Stokes County, NC",-0.44,-0.44,-0.43,,-0.05,-0.95,-0.02,-0.32 +37171,37171,"Surry County, North Carolina",North Carolina,NC,Surry,"Surry County, NC",-0.20,-0.20,-0.33,,0.03,-0.58,-0.23,0.11 +37173,37173,"Swain County, North Carolina",North Carolina,NC,Swain,"Swain County, NC",-1.14,-1.14,-1.26,,-2.09,-0.15,-0.61,-0.28 +37175,37175,"Transylvania County, North Carolina",North Carolina,NC,Transylvania,"Transylvania County, NC",-0.10,-0.10,-0.37,,-0.50,-0.44,0.03,0.55 +37177,37177,"Tyrrell County, North Carolina",North Carolina,NC,Tyrrell,"Tyrrell County, NC",-0.21,-0.21,-0.46,,-0.74,0.48,-0.76,0.42 +37179,37179,"Union County, North Carolina",North Carolina,NC,Union,"Union County, NC",0.46,0.46,0.43,,1.47,-1.11,0.51,0.18 +37181,37181,"Vance County, North Carolina",North Carolina,NC,Vance,"Vance County, NC",-2.02,-2.02,-1.61,,-2.89,-0.63,-0.17,-1.84 +37183,37183,"Wake County, North Carolina",North Carolina,NC,Wake,"Wake County, NC",0.26,0.26,0.31,,0.56,-0.74,0.75,0.00 +37185,37185,"Warren County, North Carolina",North Carolina,NC,Warren,"Warren County, NC",-1.02,-1.02,-1.28,,-1.86,-0.66,-0.39,0.07 +37187,37187,"Washington County, North Carolina",North Carolina,NC,Washington,"Washington County, NC",-1.19,-1.19,-1.17,,-3.05,0.13,0.17,-0.43 +37189,37189,"Watauga County, North Carolina",North Carolina,NC,Watauga,"Watauga County, NC",0.32,0.32,0.05,,0.67,-0.49,-0.10,0.64 +37191,37191,"Wayne County, North Carolina",North Carolina,NC,Wayne,"Wayne County, NC",-0.92,-0.92,-0.83,,-0.76,-0.73,-0.40,-0.74 +37193,37193,"Wilkes County, North Carolina",North Carolina,NC,Wilkes,"Wilkes County, NC",-0.17,-0.17,-0.33,,0.27,-0.78,-0.27,0.14 +37195,37195,"Wilson County, North Carolina",North Carolina,NC,Wilson,"Wilson County, NC",-0.88,-0.88,-0.71,,-1.36,-0.44,0.11,-0.77 +37197,37197,"Yadkin County, North Carolina",North Carolina,NC,Yadkin,"Yadkin County, NC",-0.07,-0.07,-0.01,,0.54,-0.64,0.03,-0.28 +37199,37199,"Yancey County, North Carolina",North Carolina,NC,Yancey,"Yancey County, NC",0.81,0.81,0.57,,1.05,-0.27,0.40,0.90 +38001,38001,"Adams County, North Dakota",North Dakota,ND,Adams,"Adams County, ND",,,,,,2.51,1.03,1.05 +38003,38003,"Barnes County, North Dakota",North Dakota,ND,Barnes,"Barnes County, ND",1.54,1.54,1.79,,0.97,1.43,1.40,0.44 +38005,38005,"Benson County, North Dakota",North Dakota,ND,Benson,"Benson County, ND",-0.41,-0.41,-0.95,,-2.42,0.67,-0.44,1.12 +38007,38007,"Billings County, North Dakota",North Dakota,ND,Billings,"Billings County, ND",,,,,,1.33,1.27,1.08 +38009,38009,"Bottineau County, North Dakota",North Dakota,ND,Bottineau,"Bottineau County, ND",1.69,1.69,1.73,,1.97,1.13,0.66,0.81 +38011,38011,"Bowman County, North Dakota",North Dakota,ND,Bowman,"Bowman County, ND",2.39,2.39,2.57,,2.53,1.55,1.48,0.95 +38013,38013,"Burke County, North Dakota",North Dakota,ND,Burke,"Burke County, ND",1.83,1.83,1.94,,0.94,2.99,0.31,0.89 +38015,38015,"Burleigh County, North Dakota",North Dakota,ND,Burleigh,"Burleigh County, ND",0.94,0.94,1.25,,0.93,0.04,1.61,-0.09 +38017,38017,"Cass County, North Dakota",North Dakota,ND,Cass,"Cass County, ND",0.47,0.47,0.76,,0.45,-0.22,1.28,-0.32 +38019,38019,"Cavalier County, North Dakota",North Dakota,ND,Cavalier,"Cavalier County, ND",2.15,2.15,2.23,,1.33,2.47,1.02,1.14 +38021,38021,"Dickey County, North Dakota",North Dakota,ND,Dickey,"Dickey County, ND",2.13,2.13,2.23,,2.12,2.03,0.73,0.94 +38023,38023,"Divide County, North Dakota",North Dakota,ND,Divide,"Divide County, ND",1.84,1.84,1.77,,1.56,1.83,0.46,1.19 +38025,38025,"Dunn County, North Dakota",North Dakota,ND,Dunn,"Dunn County, ND",0.82,0.82,0.90,,0.91,0.33,0.65,0.26 +38027,38027,"Eddy County, North Dakota",North Dakota,ND,Eddy,"Eddy County, ND",1.60,1.60,1.60,,0.95,1.44,1.01,0.98 +38029,38029,"Emmons County, North Dakota",North Dakota,ND,Emmons,"Emmons County, ND",2.04,2.04,2.06,,1.13,1.95,1.32,1.22 +38031,38031,"Foster County, North Dakota",North Dakota,ND,Foster,"Foster County, ND",1.57,1.57,1.55,,0.12,1.99,1.15,1.13 +38033,38033,"Golden Valley County, North Dakota",North Dakota,ND,Golden Valley,"Golden Valley County, ND",,,,,,1.92,0.86,0.89 +38035,38035,"Grand Forks County, North Dakota",North Dakota,ND,Grand Forks,"Grand Forks County, ND",0.34,0.34,0.42,,0.16,-0.05,0.70,0.06 +38037,38037,"Grant County, North Dakota",North Dakota,ND,Grant,"Grant County, ND",2.69,2.69,3.08,,2.23,3.33,1.16,0.76 +38039,38039,"Griggs County, North Dakota",North Dakota,ND,Griggs,"Griggs County, ND",2.02,2.02,2.29,,0.67,3.11,1.15,0.76 +38041,38041,"Hettinger County, North Dakota",North Dakota,ND,Hettinger,"Hettinger County, ND",1.14,1.14,1.13,,-0.54,2.10,0.79,0.88 +38043,38043,"Kidder County, North Dakota",North Dakota,ND,Kidder,"Kidder County, ND",,,,,,2.26,0.77,0.71 +38045,38045,"LaMoure County, North Dakota",North Dakota,ND,LaMoure,"LaMoure County, ND",2.62,2.62,2.85,,2.57,2.48,1.15,0.98 +38047,38047,"Logan County, North Dakota",North Dakota,ND,Logan,"Logan County, ND",2.74,2.74,2.89,,2.56,2.58,1.16,1.22 +38049,38049,"McHenry County, North Dakota",North Dakota,ND,McHenry,"McHenry County, ND",1.55,1.55,1.47,,0.80,1.57,0.77,1.12 +38051,38051,"McIntosh County, North Dakota",North Dakota,ND,McIntosh,"McIntosh County, ND",2.19,2.19,2.31,,1.64,2.48,0.89,1.02 +38053,38053,"McKenzie County, North Dakota",North Dakota,ND,McKenzie,"McKenzie County, ND",0.22,0.22,0.60,,0.85,0.33,0.09,-0.76 +38055,38055,"McLean County, North Dakota",North Dakota,ND,McLean,"McLean County, ND",1.48,1.48,1.53,,1.06,1.36,0.86,0.76 +38057,38057,"Mercer County, North Dakota",North Dakota,ND,Mercer,"Mercer County, ND",1.58,1.58,1.64,,1.55,0.81,1.15,0.75 +38059,38059,"Morton County, North Dakota",North Dakota,ND,Morton,"Morton County, ND",1.08,1.08,1.33,,1.27,0.09,1.43,0.06 +38061,38061,"Mountrail County, North Dakota",North Dakota,ND,Mountrail,"Mountrail County, ND",-0.18,-0.18,-0.17,,-0.68,0.49,-0.25,-0.06 +38063,38063,"Nelson County, North Dakota",North Dakota,ND,Nelson,"Nelson County, ND",1.39,1.39,1.57,,-0.37,2.63,1.06,0.66 +38065,38065,"Oliver County, North Dakota",North Dakota,ND,Oliver,"Oliver County, ND",,,,,,0.06,1.55,0.72 +38067,38067,"Pembina County, North Dakota",North Dakota,ND,Pembina,"Pembina County, ND",1.68,1.68,1.78,,0.94,2.26,0.64,0.82 +38069,38069,"Pierce County, North Dakota",North Dakota,ND,Pierce,"Pierce County, ND",0.76,0.76,0.78,,-1.09,1.19,1.40,0.66 +38071,38071,"Ramsey County, North Dakota",North Dakota,ND,Ramsey,"Ramsey County, ND",0.74,0.74,0.80,,0.08,0.95,0.63,0.37 +38073,38073,"Ransom County, North Dakota",North Dakota,ND,Ransom,"Ransom County, ND",1.43,1.43,1.45,,0.75,1.81,0.55,0.83 +38075,38075,"Renville County, North Dakota",North Dakota,ND,Renville,"Renville County, ND",2.20,2.20,2.29,,1.87,2.18,0.93,1.07 +38077,38077,"Richland County, North Dakota",North Dakota,ND,Richland,"Richland County, ND",1.06,1.06,1.03,,0.26,0.75,1.11,0.78 +38079,38079,"Rolette County, North Dakota",North Dakota,ND,Rolette,"Rolette County, ND",-0.89,-0.89,-1.59,,-2.64,-0.25,-0.69,1.14 +38081,38081,"Sargent County, North Dakota",North Dakota,ND,Sargent,"Sargent County, ND",1.69,1.69,1.64,,0.69,1.62,1.17,1.18 +38083,38083,"Sheridan County, North Dakota",North Dakota,ND,Sheridan,"Sheridan County, ND",2.00,2.00,2.25,,0.01,3.67,1.15,0.87 +38085,38085,"Sioux County, North Dakota",North Dakota,ND,Sioux,"Sioux County, ND",,,,,-3.35,-0.35,,1.22 +38087,38087,"Slope County, North Dakota",North Dakota,ND,Slope,"Slope County, ND",,,,,,0.11,1.73,1.22 +38089,38089,"Stark County, North Dakota",North Dakota,ND,Stark,"Stark County, ND",0.96,0.96,1.13,,1.31,0.16,0.92,0.14 +38091,38091,"Steele County, North Dakota",North Dakota,ND,Steele,"Steele County, ND",2.23,2.23,2.40,,1.83,2.70,0.71,0.92 +38093,38093,"Stutsman County, North Dakota",North Dakota,ND,Stutsman,"Stutsman County, ND",0.71,0.71,0.92,,-0.65,1.39,1.13,0.17 +38095,38095,"Towner County, North Dakota",North Dakota,ND,Towner,"Towner County, ND",2.29,2.29,2.35,,1.75,2.32,1.01,1.22 +38097,38097,"Traill County, North Dakota",North Dakota,ND,Traill,"Traill County, ND",1.65,1.65,1.68,,1.29,1.27,1.04,0.91 +38099,38099,"Walsh County, North Dakota",North Dakota,ND,Walsh,"Walsh County, ND",1.36,1.36,1.58,,1.46,1.16,0.79,0.27 +38101,38101,"Ward County, North Dakota",North Dakota,ND,Ward,"Ward County, ND",0.49,0.49,0.54,,0.88,-0.23,0.46,0.10 +38103,38103,"Wells County, North Dakota",North Dakota,ND,Wells,"Wells County, ND",2.49,2.49,2.80,,2.41,2.39,1.29,0.75 +38105,38105,"Williams County, North Dakota",North Dakota,ND,Williams,"Williams County, ND",0.16,0.16,0.67,,1.46,-0.01,0.01,-1.15 +39001,39001,"Adams County, Ohio",Ohio,OH,Adams,"Adams County, OH",0.25,0.25,-0.10,,0.12,0.07,-0.43,0.83 +39003,39003,"Allen County, Ohio",Ohio,OH,Allen,"Allen County, OH",-0.68,-0.68,-0.40,,-0.63,-0.24,-0.08,-0.98 +39005,39005,"Ashland County, Ohio",Ohio,OH,Ashland,"Ashland County, OH",0.67,0.67,0.36,,0.85,-0.24,0.13,0.95 +39007,39007,"Ashtabula County, Ohio",Ohio,OH,Ashtabula,"Ashtabula County, OH",-0.22,-0.22,-0.58,,-0.70,-0.32,-0.31,0.64 +39009,39009,"Athens County, Ohio",Ohio,OH,Athens,"Athens County, OH",-0.12,-0.12,-0.52,,-0.57,0.00,-0.60,0.78 +39011,39011,"Auglaize County, Ohio",Ohio,OH,Auglaize,"Auglaize County, OH",0.96,0.96,0.74,,1.01,-0.18,0.70,0.98 +39013,39013,"Belmont County, Ohio",Ohio,OH,Belmont,"Belmont County, OH",0.09,0.09,-0.29,,-0.07,-0.35,-0.26,0.82 +39015,39015,"Brown County, Ohio",Ohio,OH,Brown,"Brown County, OH",0.06,0.06,-0.44,,-0.21,-0.60,-0.21,1.06 +39017,39017,"Butler County, Ohio",Ohio,OH,Butler,"Butler County, OH",-0.25,-0.25,-0.07,,0.19,-0.60,0.17,-0.56 +39019,39019,"Carroll County, Ohio",Ohio,OH,Carroll,"Carroll County, OH",0.26,0.26,0.15,,0.88,-0.56,-0.02,0.25 +39021,39021,"Champaign County, Ohio",Ohio,OH,Champaign,"Champaign County, OH",0.26,0.26,-0.02,,0.03,-0.25,0.10,0.73 +39023,39023,"Clark County, Ohio",Ohio,OH,Clark,"Clark County, OH",-0.72,-0.72,-0.65,,-1.04,-0.49,-0.02,-0.49 +39025,39025,"Clermont County, Ohio",Ohio,OH,Clermont,"Clermont County, OH",0.40,0.40,0.10,,0.69,-0.87,0.33,0.77 +39027,39027,"Clinton County, Ohio",Ohio,OH,Clinton,"Clinton County, OH",0.16,0.16,-0.21,,-0.21,-0.18,-0.14,0.87 +39029,39029,"Columbiana County, Ohio",Ohio,OH,Columbiana,"Columbiana County, OH",0.14,0.14,-0.27,,-0.15,-0.21,-0.27,0.92 +39031,39031,"Coshocton County, Ohio",Ohio,OH,Coshocton,"Coshocton County, OH",0.53,0.53,0.22,,0.70,-0.15,-0.10,0.87 +39033,39033,"Crawford County, Ohio",Ohio,OH,Crawford,"Crawford County, OH",0.08,0.08,-0.14,,-0.33,-0.04,-0.02,0.52 +39035,39035,"Cuyahoga County, Ohio",Ohio,OH,Cuyahoga,"Cuyahoga County, OH",-1.19,-1.19,-0.64,,-1.24,-0.44,0.17,-1.77 +39037,39037,"Darke County, Ohio",Ohio,OH,Darke,"Darke County, OH",0.48,0.48,0.30,,0.34,-0.09,0.32,0.65 +39039,39039,"Defiance County, Ohio",Ohio,OH,Defiance,"Defiance County, OH",0.37,0.37,0.12,,-0.08,-0.01,0.27,0.77 +39041,39041,"Delaware County, Ohio",Ohio,OH,Delaware,"Delaware County, OH",1.14,1.14,0.99,,1.67,-0.79,1.19,0.85 +39043,39043,"Erie County, Ohio",Ohio,OH,Erie,"Erie County, OH",0.04,0.04,-0.14,,-0.47,-0.24,0.29,0.45 +39045,39045,"Fairfield County, Ohio",Ohio,OH,Fairfield,"Fairfield County, OH",0.30,0.30,0.16,,0.54,-0.58,0.32,0.40 +39047,39047,"Fayette County, Ohio",Ohio,OH,Fayette,"Fayette County, OH",-0.62,-0.62,-0.95,,-1.02,-0.51,-0.60,0.36 +39049,39049,"Franklin County, Ohio",Ohio,OH,Franklin,"Franklin County, OH",-0.67,-0.67,-0.38,,-0.70,-0.40,0.15,-0.95 +39051,39051,"Fulton County, Ohio",Ohio,OH,Fulton,"Fulton County, OH",0.65,0.65,0.46,,0.39,-0.04,0.57,0.79 +39053,39053,"Gallia County, Ohio",Ohio,OH,Gallia,"Gallia County, OH",0.26,0.26,-0.03,,0.21,0.09,-0.38,0.70 +39055,39055,"Geauga County, Ohio",Ohio,OH,Geauga,"Geauga County, OH",1.22,1.22,1.01,,1.59,-0.36,0.91,1.05 +39057,39057,"Greene County, Ohio",Ohio,OH,Greene,"Greene County, OH",0.36,0.36,0.12,,0.47,-0.62,0.33,0.68 +39059,39059,"Guernsey County, Ohio",Ohio,OH,Guernsey,"Guernsey County, OH",-0.03,-0.03,-0.19,,-0.19,0.05,-0.32,0.31 +39061,39061,"Hamilton County, Ohio",Ohio,OH,Hamilton,"Hamilton County, OH",-0.71,-0.71,-0.34,,-0.95,-0.44,0.50,-1.12 +39063,39063,"Hancock County, Ohio",Ohio,OH,Hancock,"Hancock County, OH",0.22,0.22,-0.05,,0.18,-0.54,0.17,0.65 +39065,39065,"Hardin County, Ohio",Ohio,OH,Hardin,"Hardin County, OH",0.22,0.22,-0.14,,0.23,-0.03,-0.52,0.80 +39067,39067,"Harrison County, Ohio",Ohio,OH,Harrison,"Harrison County, OH",0.39,0.39,0.09,,0.34,0.15,-0.31,0.78 +39069,39069,"Henry County, Ohio",Ohio,OH,Henry,"Henry County, OH",0.60,0.60,0.39,,0.18,0.05,0.52,0.82 +39071,39071,"Highland County, Ohio",Ohio,OH,Highland,"Highland County, OH",-0.03,-0.03,-0.41,,-0.35,-0.21,-0.38,0.76 +39073,39073,"Hocking County, Ohio",Ohio,OH,Hocking,"Hocking County, OH",0.14,0.14,-0.23,,-0.05,-0.36,-0.15,0.81 +39075,39075,"Holmes County, Ohio",Ohio,OH,Holmes,"Holmes County, OH",0.90,0.90,0.45,,2.14,0.14,-1.19,1.16 +39077,39077,"Huron County, Ohio",Ohio,OH,Huron,"Huron County, OH",0.37,0.37,-0.04,,0.08,-0.08,-0.15,1.05 +39079,39079,"Jackson County, Ohio",Ohio,OH,Jackson,"Jackson County, OH",-0.11,-0.11,-0.45,,-0.63,-0.06,-0.36,0.69 +39081,39081,"Jefferson County, Ohio",Ohio,OH,Jefferson,"Jefferson County, OH",0.08,0.08,-0.32,,-0.64,-0.11,-0.02,0.92 +39083,39083,"Knox County, Ohio",Ohio,OH,Knox,"Knox County, OH",0.42,0.42,0.12,,0.47,-0.33,0.05,0.82 +39085,39085,"Lake County, Ohio",Ohio,OH,Lake,"Lake County, OH",0.19,0.19,0.06,,0.32,-0.77,0.47,0.37 +39087,39087,"Lawrence County, Ohio",Ohio,OH,Lawrence,"Lawrence County, OH",-0.23,-0.23,-0.54,,-0.05,-0.80,-0.39,0.46 +39089,39089,"Licking County, Ohio",Ohio,OH,Licking,"Licking County, OH",-0.02,-0.02,-0.07,,0.19,-0.65,0.23,0.03 +39091,39091,"Logan County, Ohio",Ohio,OH,Logan,"Logan County, OH",0.30,0.30,0.05,,0.21,-0.26,0.10,0.66 +39093,39093,"Lorain County, Ohio",Ohio,OH,Lorain,"Lorain County, OH",-0.24,-0.24,-0.46,,-0.48,-0.75,0.11,0.34 +39095,39095,"Lucas County, Ohio",Ohio,OH,Lucas,"Lucas County, OH",-1.73,-1.73,-0.84,,-1.33,-0.67,0.04,-2.83 +39097,39097,"Madison County, Ohio",Ohio,OH,Madison,"Madison County, OH",0.03,0.03,-0.40,,-0.05,-0.35,-0.49,0.87 +39099,39099,"Mahoning County, Ohio",Ohio,OH,Mahoning,"Mahoning County, OH",-0.57,-0.57,-0.51,,-1.16,-0.41,0.32,-0.37 +39101,39101,"Marion County, Ohio",Ohio,OH,Marion,"Marion County, OH",-0.45,-0.45,-0.63,,-0.53,-0.36,-0.53,0.10 +39103,39103,"Medina County, Ohio",Ohio,OH,Medina,"Medina County, OH",0.90,0.90,0.62,,1.36,-0.77,0.67,1.01 +39105,39105,"Meigs County, Ohio",Ohio,OH,Meigs,"Meigs County, OH",-0.08,-0.08,-0.43,,-0.71,-0.06,-0.24,0.72 +39107,39107,"Mercer County, Ohio",Ohio,OH,Mercer,"Mercer County, OH",1.20,1.20,1.06,,1.51,-0.16,0.88,0.91 +39109,39109,"Miami County, Ohio",Ohio,OH,Miami,"Miami County, OH",0.52,0.52,0.26,,0.42,-0.35,0.41,0.83 +39111,39111,"Monroe County, Ohio",Ohio,OH,Monroe,"Monroe County, OH",0.62,0.62,0.28,,0.07,0.93,-0.42,1.07 +39113,39113,"Montgomery County, Ohio",Ohio,OH,Montgomery,"Montgomery County, OH",-0.74,-0.74,-0.59,,-1.05,-0.60,0.23,-0.68 +39115,39115,"Morgan County, Ohio",Ohio,OH,Morgan,"Morgan County, OH",-0.22,-0.22,-0.50,,0.04,-0.13,-1.00,0.37 +39117,39117,"Morrow County, Ohio",Ohio,OH,Morrow,"Morrow County, OH",0.44,0.44,0.08,,0.66,-0.66,0.10,0.94 +39119,39119,"Muskingum County, Ohio",Ohio,OH,Muskingum,"Muskingum County, OH",-0.29,-0.29,-0.48,,-0.67,-0.26,-0.19,0.27 +39121,39121,"Noble County, Ohio",Ohio,OH,Noble,"Noble County, OH",-0.05,,-0.05,,1.13,-0.26,-0.94, +39123,39123,"Ottawa County, Ohio",Ohio,OH,Ottawa,"Ottawa County, OH",0.10,0.10,-0.28,,-0.34,-0.18,-0.16,0.84 +39125,39125,"Paulding County, Ohio",Ohio,OH,Paulding,"Paulding County, OH",0.83,0.83,0.56,,1.03,-0.08,0.23,0.97 +39127,39127,"Perry County, Ohio",Ohio,OH,Perry,"Perry County, OH",0.27,0.27,-0.06,,0.43,-0.32,-0.27,0.77 +39129,39129,"Pickaway County, Ohio",Ohio,OH,Pickaway,"Pickaway County, OH",0.13,0.13,-0.22,,0.38,-0.64,-0.26,0.71 +39131,39131,"Pike County, Ohio",Ohio,OH,Pike,"Pike County, OH",-0.17,-0.17,-0.69,,-0.61,-0.63,-0.35,0.99 +39133,39133,"Portage County, Ohio",Ohio,OH,Portage,"Portage County, OH",0.10,0.10,-0.24,,0.10,-0.67,-0.02,0.73 +39135,39135,"Preble County, Ohio",Ohio,OH,Preble,"Preble County, OH",0.37,0.37,0.07,,0.27,-0.39,0.20,0.81 +39137,39137,"Putnam County, Ohio",Ohio,OH,Putnam,"Putnam County, OH",1.27,1.27,1.12,,1.63,-0.25,0.99,0.96 +39139,39139,"Richland County, Ohio",Ohio,OH,Richland,"Richland County, OH",-0.22,-0.22,-0.37,,-0.42,-0.46,-0.02,0.19 +39141,39141,"Ross County, Ohio",Ohio,OH,Ross,"Ross County, OH",-0.36,-0.36,-0.58,,-0.34,-0.31,-0.65,0.21 +39143,39143,"Sandusky County, Ohio",Ohio,OH,Sandusky,"Sandusky County, OH",-0.41,-0.41,-0.52,,-0.83,-0.68,0.25,0.05 +39145,39145,"Scioto County, Ohio",Ohio,OH,Scioto,"Scioto County, OH",-0.54,-0.54,-0.91,,-0.98,-0.47,-0.60,0.48 +39147,39147,"Seneca County, Ohio",Ohio,OH,Seneca,"Seneca County, OH",0.19,0.19,-0.09,,-0.16,-0.04,-0.05,0.69 +39149,39149,"Shelby County, Ohio",Ohio,OH,Shelby,"Shelby County, OH",0.53,0.53,0.37,,0.40,-0.02,0.34,0.63 +39151,39151,"Stark County, Ohio",Ohio,OH,Stark,"Stark County, OH",-0.36,-0.36,-0.32,,-0.43,-0.54,0.18,-0.30 +39153,39153,"Summit County, Ohio",Ohio,OH,Summit,"Summit County, OH",-0.47,-0.47,-0.27,,-0.37,-0.56,0.25,-0.69 +39155,39155,"Trumbull County, Ohio",Ohio,OH,Trumbull,"Trumbull County, OH",-0.47,-0.47,-0.59,,-0.89,-0.59,0.08,0.04 +39157,39157,"Tuscarawas County, Ohio",Ohio,OH,Tuscarawas,"Tuscarawas County, OH",0.52,0.52,0.14,,0.66,-0.33,-0.06,1.00 +39159,39159,"Union County, Ohio",Ohio,OH,Union,"Union County, OH",0.67,0.67,0.32,,0.83,-0.73,0.51,1.07 +39161,39161,"Van Wert County, Ohio",Ohio,OH,Van Wert,"Van Wert County, OH",0.59,0.59,0.34,,0.39,-0.12,0.41,0.84 +39163,39163,"Vinton County, Ohio",Ohio,OH,Vinton,"Vinton County, OH",0.05,0.05,-0.31,,-0.31,-0.03,-0.39,0.77 +39165,39165,"Warren County, Ohio",Ohio,OH,Warren,"Warren County, OH",0.95,0.95,0.73,,1.53,-0.86,0.85,0.89 +39167,39167,"Washington County, Ohio",Ohio,OH,Washington,"Washington County, OH",0.32,0.32,-0.01,,0.13,-0.08,-0.13,0.86 +39169,39169,"Wayne County, Ohio",Ohio,OH,Wayne,"Wayne County, OH",0.51,0.51,0.22,,0.73,-0.31,0.02,0.80 +39171,39171,"Williams County, Ohio",Ohio,OH,Williams,"Williams County, OH",0.39,0.39,0.05,,-0.36,0.22,0.17,1.01 +39173,39173,"Wood County, Ohio",Ohio,OH,Wood,"Wood County, OH",0.66,0.66,0.40,,0.96,-0.40,0.26,0.83 +39175,39175,"Wyandot County, Ohio",Ohio,OH,Wyandot,"Wyandot County, OH",0.46,0.46,0.18,,0.14,-0.04,0.23,0.85 +40001,40001,"Adair County, Oklahoma",Oklahoma,OK,Adair,"Adair County, OK",-1.22,-1.22,-1.41,,-0.71,-0.51,-1.83,-0.42 +40003,40003,"Alfalfa County, Oklahoma",Oklahoma,OK,Alfalfa,"Alfalfa County, OK",0.44,0.44,0.16,,0.82,0.83,-1.23,0.70 +40005,40005,"Atoka County, Oklahoma",Oklahoma,OK,Atoka,"Atoka County, OK",-0.29,-0.29,-0.78,,-0.08,-0.14,-1.45,0.74 +40007,40007,"Beaver County, Oklahoma",Oklahoma,OK,Beaver,"Beaver County, OK",0.82,0.82,0.70,,1.49,0.79,-0.69,0.56 +40009,40009,"Beckham County, Oklahoma",Oklahoma,OK,Beckham,"Beckham County, OK",-0.41,-0.41,-0.76,,-0.05,-0.22,-1.36,0.39 +40011,40011,"Blaine County, Oklahoma",Oklahoma,OK,Blaine,"Blaine County, OK",-0.30,-0.30,-0.50,,-0.29,0.49,-1.26,0.18 +40013,40013,"Bryan County, Oklahoma",Oklahoma,OK,Bryan,"Bryan County, OK",-1.09,-1.09,-1.14,,0.01,-0.52,-1.90,-0.75 +40015,40015,"Caddo County, Oklahoma",Oklahoma,OK,Caddo,"Caddo County, OK",-0.87,-0.87,-1.00,,-0.51,0.05,-1.67,-0.34 +40017,40017,"Canadian County, Oklahoma",Oklahoma,OK,Canadian,"Canadian County, OK",-0.46,-0.46,-0.17,,0.75,-0.92,-0.24,-1.02 +40019,40019,"Carter County, Oklahoma",Oklahoma,OK,Carter,"Carter County, OK",-1.50,-1.50,-0.33,,0.06,-0.01,-0.77,-3.47 +40021,40021,"Cherokee County, Oklahoma",Oklahoma,OK,Cherokee,"Cherokee County, OK",-1.08,-1.08,-1.45,,-1.02,-0.58,-1.56,0.10 +40023,40023,"Choctaw County, Oklahoma",Oklahoma,OK,Choctaw,"Choctaw County, OK",-0.62,-0.62,-0.83,,-1.27,1.05,-1.57,0.10 +40025,40025,"Cimarron County, Oklahoma",Oklahoma,OK,Cimarron,"Cimarron County, OK",,,,,,2.08,-0.20,0.98 +40027,40027,"Cleveland County, Oklahoma",Oklahoma,OK,Cleveland,"Cleveland County, OK",-0.40,-0.40,-0.39,,0.59,-0.87,-0.59,-0.42 +40029,40029,"Coal County, Oklahoma",Oklahoma,OK,Coal,"Coal County, OK",-0.05,-0.05,-0.48,,-0.27,0.20,-0.97,0.83 +40031,40031,"Comanche County, Oklahoma",Oklahoma,OK,Comanche,"Comanche County, OK",-2.02,-2.02,-1.43,,-0.57,-0.71,-1.80,-2.59 +40033,40033,"Cotton County, Oklahoma",Oklahoma,OK,Cotton,"Cotton County, OK",0.33,0.33,-0.18,,0.26,0.12,-0.77,1.18 +40035,40035,"Craig County, Oklahoma",Oklahoma,OK,Craig,"Craig County, OK",-0.01,-0.01,-0.40,,-0.22,0.14,-0.81,0.77 +40037,40037,"Creek County, Oklahoma",Oklahoma,OK,Creek,"Creek County, OK",-0.23,-0.23,-0.45,,0.30,-0.52,-0.75,0.18 +40039,40039,"Custer County, Oklahoma",Oklahoma,OK,Custer,"Custer County, OK",0.00,0.00,-0.11,,0.61,0.07,-0.89,0.10 +40041,40041,"Delaware County, Oklahoma",Oklahoma,OK,Delaware,"Delaware County, OK",-0.60,-0.60,-1.08,,-0.15,-0.47,-1.69,0.51 +40043,40043,"Dewey County, Oklahoma",Oklahoma,OK,Dewey,"Dewey County, OK",0.70,0.70,0.41,,0.40,1.13,-0.62,0.98 +40045,40045,"Ellis County, Oklahoma",Oklahoma,OK,Ellis,"Ellis County, OK",0.25,0.25,0.06,,0.17,0.74,-0.76,0.47 +40047,40047,"Garfield County, Oklahoma",Oklahoma,OK,Garfield,"Garfield County, OK",-0.30,-0.30,-0.25,,0.54,-0.30,-0.78,-0.44 +40049,40049,"Garvin County, Oklahoma",Oklahoma,OK,Garvin,"Garvin County, OK",-0.26,-0.26,-0.40,,0.35,-0.16,-1.02,-0.01 +40051,40051,"Grady County, Oklahoma",Oklahoma,OK,Grady,"Grady County, OK",-0.28,-0.28,-0.31,,0.70,-0.71,-0.67,-0.28 +40053,40053,"Grant County, Oklahoma",Oklahoma,OK,Grant,"Grant County, OK",0.95,0.95,0.71,,0.50,1.45,-0.39,1.04 +40055,40055,"Greer County, Oklahoma",Oklahoma,OK,Greer,"Greer County, OK",-0.53,-0.53,-1.00,,-1.06,0.48,-1.58,0.68 +40057,40057,"Harmon County, Oklahoma",Oklahoma,OK,Harmon,"Harmon County, OK",-0.17,-0.17,-0.30,,0.23,0.87,-1.65,0.02 +40059,40059,"Harper County, Oklahoma",Oklahoma,OK,Harper,"Harper County, OK",0.77,0.77,0.41,,0.57,0.86,-0.52,1.13 +40061,40061,"Haskell County, Oklahoma",Oklahoma,OK,Haskell,"Haskell County, OK",-0.19,-0.19,-0.57,,0.02,0.29,-1.48,0.55 +40063,40063,"Hughes County, Oklahoma",Oklahoma,OK,Hughes,"Hughes County, OK",-0.68,-0.68,-1.27,,-0.85,-0.02,-1.85,0.78 +40065,40065,"Jackson County, Oklahoma",Oklahoma,OK,Jackson,"Jackson County, OK",-0.51,-0.51,-0.68,,0.07,-0.38,-1.14,-0.09 +40067,40067,"Jefferson County, Oklahoma",Oklahoma,OK,Jefferson,"Jefferson County, OK",-0.50,-0.50,-0.98,,-0.83,0.02,-1.32,0.68 +40069,40069,"Johnston County, Oklahoma",Oklahoma,OK,Johnston,"Johnston County, OK",-0.70,-0.70,-0.96,,-0.53,-0.01,-1.53,0.07 +40071,40071,"Kay County, Oklahoma",Oklahoma,OK,Kay,"Kay County, OK",-0.74,-0.74,-0.49,,-0.68,0.14,-0.58,-0.96 +40073,40073,"Kingfisher County, Oklahoma",Oklahoma,OK,Kingfisher,"Kingfisher County, OK",0.51,0.51,0.15,,0.78,0.08,-0.53,0.93 +40075,40075,"Kiowa County, Oklahoma",Oklahoma,OK,Kiowa,"Kiowa County, OK",-0.25,-0.25,-0.44,,0.03,0.20,-1.17,0.17 +40077,40077,"Latimer County, Oklahoma",Oklahoma,OK,Latimer,"Latimer County, OK",-0.39,-0.39,-0.66,,-0.21,0.25,-1.43,0.25 +40079,40079,"Le Flore County, Oklahoma",Oklahoma,OK,Le Flore,"Le Flore County, OK",-0.59,-0.59,-0.86,,-0.05,-0.31,-1.47,0.09 +40081,40081,"Lincoln County, Oklahoma",Oklahoma,OK,Lincoln,"Lincoln County, OK",-0.24,-0.24,-0.51,,0.28,-0.35,-1.01,0.28 +40083,40083,"Logan County, Oklahoma",Oklahoma,OK,Logan,"Logan County, OK",0.02,0.02,-0.37,,0.67,-0.71,-0.77,0.66 +40085,40085,"Love County, Oklahoma",Oklahoma,OK,Love,"Love County, OK",0.04,0.04,-0.30,,0.89,-0.44,-1.07,0.55 +40087,40087,"McClain County, Oklahoma",Oklahoma,OK,McClain,"McClain County, OK",0.23,0.23,-0.04,,0.83,-0.53,-0.40,0.56 +40089,40089,"McCurtain County, Oklahoma",Oklahoma,OK,McCurtain,"McCurtain County, OK",-1.14,-1.14,-1.32,,-0.96,-0.01,-1.87,-0.36 +40091,40091,"McIntosh County, Oklahoma",Oklahoma,OK,McIntosh,"McIntosh County, OK",-0.48,-0.48,-0.86,,0.21,-0.27,-1.74,0.34 +40093,40093,"Major County, Oklahoma",Oklahoma,OK,Major,"Major County, OK",0.78,0.78,0.58,,0.66,0.96,-0.36,0.82 +40095,40095,"Marshall County, Oklahoma",Oklahoma,OK,Marshall,"Marshall County, OK",-0.72,-0.72,-1.19,,-0.22,-0.41,-1.90,0.40 +40097,40097,"Mayes County, Oklahoma",Oklahoma,OK,Mayes,"Mayes County, OK",-0.56,-0.56,-0.67,,-0.10,-0.21,-1.13,-0.22 +40099,40099,"Murray County, Oklahoma",Oklahoma,OK,Murray,"Murray County, OK",-0.48,-0.48,-0.76,,-0.25,-0.34,-1.07,0.24 +40101,40101,"Muskogee County, Oklahoma",Oklahoma,OK,Muskogee,"Muskogee County, OK",-1.75,-1.75,-1.02,,-0.84,-0.31,-1.09,-2.62 +40103,40103,"Noble County, Oklahoma",Oklahoma,OK,Noble,"Noble County, OK",0.38,0.38,0.15,,1.17,-0.08,-0.71,0.51 +40105,40105,"Nowata County, Oklahoma",Oklahoma,OK,Nowata,"Nowata County, OK",-0.25,-0.25,-0.41,,-0.23,-0.05,-0.63,0.14 +40107,40107,"Okfuskee County, Oklahoma",Oklahoma,OK,Okfuskee,"Okfuskee County, OK",-0.50,-0.50,-0.87,,0.30,-0.27,-1.83,0.28 +40109,40109,"Oklahoma County, Oklahoma",Oklahoma,OK,Oklahoma,"Oklahoma County, OK",-1.27,-1.27,-0.66,,-0.41,-0.50,-0.58,-2.09 +40111,40111,"Okmulgee County, Oklahoma",Oklahoma,OK,Okmulgee,"Okmulgee County, OK",-0.96,-0.96,-1.32,,-1.21,-0.49,-1.20,0.19 +40113,40113,"Osage County, Oklahoma",Oklahoma,OK,Osage,"Osage County, OK",-0.69,-0.69,-0.91,,-0.10,-0.93,-0.96,-0.07 +40115,40115,"Ottawa County, Oklahoma",Oklahoma,OK,Ottawa,"Ottawa County, OK",-0.77,-0.77,-1.07,,-0.69,-0.25,-1.38,0.11 +40117,40117,"Pawnee County, Oklahoma",Oklahoma,OK,Pawnee,"Pawnee County, OK",-0.31,-0.31,-0.51,,0.38,-0.20,-1.24,0.08 +40119,40119,"Payne County, Oklahoma",Oklahoma,OK,Payne,"Payne County, OK",0.08,0.08,0.00,,0.41,0.69,-1.05,0.11 +40121,40121,"Pittsburg County, Oklahoma",Oklahoma,OK,Pittsburg,"Pittsburg County, OK",-0.42,-0.42,-0.70,,0.06,-0.14,-1.41,0.22 +40123,40123,"Pontotoc County, Oklahoma",Oklahoma,OK,Pontotoc,"Pontotoc County, OK",-1.19,-1.19,-0.94,,-0.62,-0.16,-1.27,-1.29 +40125,40125,"Pottawatomie County, Oklahoma",Oklahoma,OK,Pottawatomie,"Pottawatomie County, OK",-0.99,-0.99,-0.86,,-0.41,-0.63,-0.85,-0.94 +40127,40127,"Pushmataha County, Oklahoma",Oklahoma,OK,Pushmataha,"Pushmataha County, OK",-0.13,-0.13,-0.35,,0.42,0.22,-1.34,0.23 +40129,40129,"Roger Mills County, Oklahoma",Oklahoma,OK,Roger Mills,"Roger Mills County, OK",0.48,0.48,0.28,,0.17,1.08,-0.64,0.67 +40131,40131,"Rogers County, Oklahoma",Oklahoma,OK,Rogers,"Rogers County, OK",0.04,0.04,-0.14,,0.66,-0.87,-0.14,0.27 +40133,40133,"Seminole County, Oklahoma",Oklahoma,OK,Seminole,"Seminole County, OK",-0.81,-0.81,-1.24,,-0.76,-0.20,-1.71,0.34 +40135,40135,"Sequoyah County, Oklahoma",Oklahoma,OK,Sequoyah,"Sequoyah County, OK",-0.89,-0.89,-1.16,,-0.34,-0.64,-1.52,-0.10 +40137,40137,"Stephens County, Oklahoma",Oklahoma,OK,Stephens,"Stephens County, OK",-0.19,-0.19,-0.33,,0.30,-0.40,-0.63,0.07 +40139,40139,"Texas County, Oklahoma",Oklahoma,OK,Texas,"Texas County, OK",-0.30,-0.30,-0.58,,-0.01,-0.12,-1.12,0.30 +40141,40141,"Tillman County, Oklahoma",Oklahoma,OK,Tillman,"Tillman County, OK",-0.30,-0.30,-0.27,,0.37,0.16,-1.08,-0.38 +40143,40143,"Tulsa County, Oklahoma",Oklahoma,OK,Tulsa,"Tulsa County, OK",-1.19,-1.19,-0.51,,-0.32,-0.49,-0.35,-2.20 +40145,40145,"Wagoner County, Oklahoma",Oklahoma,OK,Wagoner,"Wagoner County, OK",-0.31,-0.31,-0.49,,0.56,-1.03,-0.61,0.04 +40147,40147,"Washington County, Oklahoma",Oklahoma,OK,Washington,"Washington County, OK",0.04,0.04,-0.02,,-0.05,0.14,-0.18,0.13 +40149,40149,"Washita County, Oklahoma",Oklahoma,OK,Washita,"Washita County, OK",0.05,0.05,-0.09,,0.78,-0.08,-0.87,0.16 +40151,40151,"Woods County, Oklahoma",Oklahoma,OK,Woods,"Woods County, OK",0.36,0.36,0.03,,0.09,0.62,-0.65,0.88 +40153,40153,"Woodward County, Oklahoma",Oklahoma,OK,Woodward,"Woodward County, OK",-0.38,-0.38,-0.50,,0.22,-0.23,-1.06,-0.10 +41001,41001,"Baker County, Oregon",Oregon,OR,Baker,"Baker County, OR",0.93,0.93,1.10,,0.93,1.49,-0.01,0.15 +41003,41003,"Benton County, Oregon",Oregon,OR,Benton,"Benton County, OR",0.94,0.94,0.86,,1.01,0.45,0.36,0.65 +41005,41005,"Clackamas County, Oregon",Oregon,OR,Clackamas,"Clackamas County, OR",0.69,0.69,0.50,,0.70,0.04,0.28,0.77 +41007,41007,"Clatsop County, Oregon",Oregon,OR,Clatsop,"Clatsop County, OR",0.73,0.73,0.64,,0.68,0.90,-0.19,0.54 +41009,41009,"Columbia County, Oregon",Oregon,OR,Columbia,"Columbia County, OR",0.53,0.53,0.33,,0.06,0.43,0.17,0.74 +41011,41011,"Coos County, Oregon",Oregon,OR,Coos,"Coos County, OR",0.26,0.26,0.14,,-0.22,0.76,-0.27,0.41 +41013,41013,"Crook County, Oregon",Oregon,OR,Crook,"Crook County, OR",0.26,0.26,0.28,,0.11,0.38,0.06,0.11 +41015,41015,"Curry County, Oregon",Oregon,OR,Curry,"Curry County, OR",0.21,0.21,-0.04,,-0.78,0.86,-0.23,0.72 +41017,41017,"Deschutes County, Oregon",Oregon,OR,Deschutes,"Deschutes County, OR",0.44,0.44,0.46,,0.61,0.21,0.13,0.17 +41019,41019,"Douglas County, Oregon",Oregon,OR,Douglas,"Douglas County, OR",0.14,0.14,0.00,,-0.20,0.47,-0.30,0.38 +41021,41021,"Gilliam County, Oregon",Oregon,OR,Gilliam,"Gilliam County, OR",,,,,,2.71,-0.12,1.18 +41023,41023,"Grant County, Oregon",Oregon,OR,Grant,"Grant County, OR",0.79,0.79,0.53,,-0.67,2.00,-0.22,1.15 +41025,41025,"Harney County, Oregon",Oregon,OR,Harney,"Harney County, OR",1.36,1.36,1.23,,1.62,1.39,-0.27,0.93 +41027,41027,"Hood River County, Oregon",Oregon,OR,Hood River,"Hood River County, OR",0.91,0.91,0.96,,0.83,0.79,0.43,0.40 +41029,41029,"Jackson County, Oregon",Oregon,OR,Jackson,"Jackson County, OR",-0.25,-0.25,-0.11,,-0.49,0.26,-0.08,-0.42 +41031,41031,"Jefferson County, Oregon",Oregon,OR,Jefferson,"Jefferson County, OR",-0.43,-0.43,-0.81,,-1.09,0.35,-1.05,0.58 +41033,41033,"Josephine County, Oregon",Oregon,OR,Josephine,"Josephine County, OR",0.05,0.05,0.00,,-0.10,0.21,-0.16,0.14 +41035,41035,"Klamath County, Oregon",Oregon,OR,Klamath,"Klamath County, OR",-0.04,-0.04,-0.13,,-0.12,0.51,-0.68,0.13 +41037,41037,"Lake County, Oregon",Oregon,OR,Lake,"Lake County, OR",0.75,0.75,1.13,,1.00,2.27,-0.73,-0.43 +41039,41039,"Lane County, Oregon",Oregon,OR,Lane,"Lane County, OR",-0.03,-0.03,-0.02,,-0.36,0.22,0.02,0.00 +41041,41041,"Lincoln County, Oregon",Oregon,OR,Lincoln,"Lincoln County, OR",-0.14,-0.14,0.04,,-0.49,0.75,-0.23,-0.42 +41043,41043,"Linn County, Oregon",Oregon,OR,Linn,"Linn County, OR",0.44,0.44,0.19,,0.28,0.24,-0.15,0.74 +41045,41045,"Malheur County, Oregon",Oregon,OR,Malheur,"Malheur County, OR",-0.27,-0.27,-0.27,,-0.27,0.61,-0.92,-0.20 +41047,41047,"Marion County, Oregon",Oregon,OR,Marion,"Marion County, OR",-0.02,-0.02,-0.06,,-0.03,0.19,-0.32,0.05 +41049,41049,"Morrow County, Oregon",Oregon,OR,Morrow,"Morrow County, OR",0.67,0.67,0.59,,0.91,0.77,-0.37,0.46 +41051,41051,"Multnomah County, Oregon",Oregon,OR,Multnomah,"Multnomah County, OR",-0.30,-0.30,0.18,,-0.10,0.34,0.08,-1.19 +41053,41053,"Polk County, Oregon",Oregon,OR,Polk,"Polk County, OR",0.38,0.38,0.43,,0.73,-0.03,0.19,0.03 +41055,41055,"Sherman County, Oregon",Oregon,OR,Sherman,"Sherman County, OR",1.47,1.47,1.49,,1.13,2.16,-0.02,0.77 +41057,41057,"Tillamook County, Oregon",Oregon,OR,Tillamook,"Tillamook County, OR",0.31,0.31,0.04,,-0.40,0.84,-0.38,0.79 +41059,41059,"Umatilla County, Oregon",Oregon,OR,Umatilla,"Umatilla County, OR",-0.17,-0.17,-0.41,,-0.35,0.45,-0.99,0.37 +41061,41061,"Union County, Oregon",Oregon,OR,Union,"Union County, OR",0.67,0.67,0.60,,0.28,1.05,-0.05,0.54 +41063,41063,"Wallowa County, Oregon",Oregon,OR,Wallowa,"Wallowa County, OR",1.47,1.47,1.41,,-0.48,2.90,0.58,1.19 +41065,41065,"Wasco County, Oregon",Oregon,OR,Wasco,"Wasco County, OR",0.54,0.54,0.36,,0.38,0.77,-0.37,0.65 +41067,41067,"Washington County, Oregon",Oregon,OR,Washington,"Washington County, OR",0.56,0.56,0.44,,0.82,-0.13,0.21,0.50 +41069,41069,"Wheeler County, Oregon",Oregon,OR,Wheeler,"Wheeler County, OR",,,,,,3.62,-0.24,-0.58 +41071,41071,"Yamhill County, Oregon",Oregon,OR,Yamhill,"Yamhill County, OR",0.34,0.34,0.14,,0.12,0.22,-0.08,0.60 +42001,42001,"Adams County, Pennsylvania",Pennsylvania,PA,Adams,"Adams County, PA",0.31,0.31,0.02,,0.47,-0.47,-0.02,0.73 +42003,42003,"Allegheny County, Pennsylvania",Pennsylvania,PA,Allegheny,"Allegheny County, PA",-0.12,-0.12,0.24,,0.01,0.01,0.40,-0.80 +42005,42005,"Armstrong County, Pennsylvania",Pennsylvania,PA,Armstrong,"Armstrong County, PA",0.22,0.22,-0.09,,0.02,-0.26,-0.02,0.76 +42007,42007,"Beaver County, Pennsylvania",Pennsylvania,PA,Beaver,"Beaver County, PA",-0.28,-0.28,-0.24,,-0.26,-0.56,0.20,-0.24 +42009,42009,"Bedford County, Pennsylvania",Pennsylvania,PA,Bedford,"Bedford County, PA",0.38,0.38,0.30,,0.28,0.19,0.11,0.39 +42011,42011,"Berks County, Pennsylvania",Pennsylvania,PA,Berks,"Berks County, PA",-0.47,-0.47,-0.43,,-0.35,-0.68,-0.01,-0.38 +42013,42013,"Blair County, Pennsylvania",Pennsylvania,PA,Blair,"Blair County, PA",-0.22,-0.22,-0.34,,-0.14,-0.36,-0.29,0.07 +42015,42015,"Bradford County, Pennsylvania",Pennsylvania,PA,Bradford,"Bradford County, PA",-0.18,-0.18,-0.45,,-0.16,-0.02,-0.81,0.40 +42017,42017,"Bucks County, Pennsylvania",Pennsylvania,PA,Bucks,"Bucks County, PA",0.68,0.68,0.46,,1.05,-0.83,0.71,0.75 +42019,42019,"Butler County, Pennsylvania",Pennsylvania,PA,Butler,"Butler County, PA",0.72,0.72,0.51,,1.17,-0.52,0.41,0.75 +42021,42021,"Cambria County, Pennsylvania",Pennsylvania,PA,Cambria,"Cambria County, PA",-0.07,-0.07,-0.21,,-0.32,-0.21,-0.01,0.26 +42023,42023,"Cameron County, Pennsylvania",Pennsylvania,PA,Cameron,"Cameron County, PA",0.02,0.02,-0.19,,-1.23,1.39,-0.62,0.57 +42025,42025,"Carbon County, Pennsylvania",Pennsylvania,PA,Carbon,"Carbon County, PA",-0.58,-0.58,-0.78,,-0.57,-0.53,-0.65,0.04 +42027,42027,"Centre County, Pennsylvania",Pennsylvania,PA,Centre,"Centre County, PA",0.54,0.54,0.25,,0.92,-0.31,-0.08,0.80 +42029,42029,"Chester County, Pennsylvania",Pennsylvania,PA,Chester,"Chester County, PA",0.83,0.83,0.76,,1.33,-0.56,0.81,0.53 +42031,42031,"Clarion County, Pennsylvania",Pennsylvania,PA,Clarion,"Clarion County, PA",0.37,0.37,0.19,,0.49,0.12,-0.21,0.50 +42033,42033,"Clearfield County, Pennsylvania",Pennsylvania,PA,Clearfield,"Clearfield County, PA",-0.08,-0.08,-0.06,,0.24,-0.08,-0.32,-0.16 +42035,42035,"Clinton County, Pennsylvania",Pennsylvania,PA,Clinton,"Clinton County, PA",-0.10,-0.10,-0.46,,0.09,-0.25,-0.84,0.61 +42037,42037,"Columbia County, Pennsylvania",Pennsylvania,PA,Columbia,"Columbia County, PA",-0.08,-0.08,-0.36,,0.20,-0.31,-0.69,0.44 +42039,42039,"Crawford County, Pennsylvania",Pennsylvania,PA,Crawford,"Crawford County, PA",0.37,0.37,0.09,,-0.02,0.35,-0.18,0.81 +42041,42041,"Cumberland County, Pennsylvania",Pennsylvania,PA,Cumberland,"Cumberland County, PA",0.59,0.59,0.33,,0.72,-0.37,0.31,0.82 +42043,42043,"Dauphin County, Pennsylvania",Pennsylvania,PA,Dauphin,"Dauphin County, PA",-0.56,-0.56,-0.22,,-0.78,-0.02,0.21,-0.98 +42045,42045,"Delaware County, Pennsylvania",Pennsylvania,PA,Delaware,"Delaware County, PA",-0.43,-0.43,0.02,,-0.10,-0.64,0.66,-1.18 +42047,42047,"Elk County, Pennsylvania",Pennsylvania,PA,Elk,"Elk County, PA",0.56,0.56,0.29,,0.63,-0.04,0.00,0.83 +42049,42049,"Erie County, Pennsylvania",Pennsylvania,PA,Erie,"Erie County, PA",-0.37,-0.37,-0.48,,-0.58,-0.51,-0.04,0.03 +42051,42051,"Fayette County, Pennsylvania",Pennsylvania,PA,Fayette,"Fayette County, PA",-0.60,-0.60,-0.86,,-0.84,-0.40,-0.68,0.20 +42053,42053,"Forest County, Pennsylvania",Pennsylvania,PA,Forest,"Forest County, PA",-1.84,-1.84,-2.12,,-1.06,-0.04,-3.37,-0.67 +42055,42055,"Franklin County, Pennsylvania",Pennsylvania,PA,Franklin,"Franklin County, PA",0.19,0.19,-0.03,,0.40,-0.45,-0.06,0.51 +42057,42057,"Fulton County, Pennsylvania",Pennsylvania,PA,Fulton,"Fulton County, PA",0.25,0.25,0.14,,0.50,0.04,-0.25,0.29 +42059,42059,"Greene County, Pennsylvania",Pennsylvania,PA,Greene,"Greene County, PA",-0.36,-0.36,-0.56,,-0.38,-0.23,-0.64,0.19 +42061,42061,"Huntingdon County, Pennsylvania",Pennsylvania,PA,Huntingdon,"Huntingdon County, PA",0.08,0.08,-0.12,,0.49,-0.04,-0.70,0.36 +42063,42063,"Indiana County, Pennsylvania",Pennsylvania,PA,Indiana,"Indiana County, PA",0.06,0.06,0.19,,0.90,-0.07,-0.42,-0.38 +42065,42065,"Jefferson County, Pennsylvania",Pennsylvania,PA,Jefferson,"Jefferson County, PA",0.35,0.35,0.17,,0.21,0.32,-0.20,0.56 +42067,42067,"Juniata County, Pennsylvania",Pennsylvania,PA,Juniata,"Juniata County, PA",0.56,0.56,0.23,,1.16,0.03,-0.66,0.85 +42069,42069,"Lackawanna County, Pennsylvania",Pennsylvania,PA,Lackawanna,"Lackawanna County, PA",-0.29,-0.29,-0.46,,-0.50,-0.54,-0.06,0.19 +42071,42071,"Lancaster County, Pennsylvania",Pennsylvania,PA,Lancaster,"Lancaster County, PA",0.41,0.41,0.27,,0.90,-0.47,0.13,0.40 +42073,42073,"Lawrence County, Pennsylvania",Pennsylvania,PA,Lawrence,"Lawrence County, PA",-0.50,-0.50,-0.37,,-0.48,-0.37,-0.04,-0.54 +42075,42075,"Lebanon County, Pennsylvania",Pennsylvania,PA,Lebanon,"Lebanon County, PA",-0.13,-0.13,-0.33,,-0.17,-0.55,-0.07,0.32 +42077,42077,"Lehigh County, Pennsylvania",Pennsylvania,PA,Lehigh,"Lehigh County, PA",-0.41,-0.41,-0.52,,-0.51,-0.79,0.06,0.02 +42079,42079,"Luzerne County, Pennsylvania",Pennsylvania,PA,Luzerne,"Luzerne County, PA",-0.73,-0.73,-0.87,,-0.83,-0.65,-0.49,-0.11 +42081,42081,"Lycoming County, Pennsylvania",Pennsylvania,PA,Lycoming,"Lycoming County, PA",-0.19,-0.19,-0.39,,-0.40,-0.18,-0.32,0.30 +42083,42083,"McKean County, Pennsylvania",Pennsylvania,PA,McKean,"Mc Kean County, PA",-0.69,-0.69,-0.78,,-1.13,0.13,-0.74,-0.20 +42085,42085,"Mercer County, Pennsylvania",Pennsylvania,PA,Mercer,"Mercer County, PA",0.04,0.04,0.00,,0.17,-0.26,0.02,0.08 +42087,42087,"Mifflin County, Pennsylvania",Pennsylvania,PA,Mifflin,"Mifflin County, PA",-0.02,-0.02,-0.29,,0.23,-0.25,-0.63,0.47 +42089,42089,"Monroe County, Pennsylvania",Pennsylvania,PA,Monroe,"Monroe County, PA",-0.89,-0.89,-1.00,,-0.20,-0.86,-1.12,-0.42 +42091,42091,"Montgomery County, Pennsylvania",Pennsylvania,PA,Montgomery,"Montgomery County, PA",0.74,0.74,0.70,,1.21,-0.52,0.76,0.42 +42093,42093,"Montour County, Pennsylvania",Pennsylvania,PA,Montour,"Montour County, PA",0.10,0.10,0.27,,0.55,0.07,-0.06,-0.38 +42095,42095,"Northampton County, Pennsylvania",Pennsylvania,PA,Northampton,"Northampton County, PA",0.08,0.08,-0.10,,0.26,-0.65,0.09,0.37 +42097,42097,"Northumberland County, Pennsylvania",Pennsylvania,PA,Northumberland,"Northumberland County, PA",-0.42,-0.42,-0.63,,-0.21,-0.28,-0.89,0.11 +42099,42099,"Perry County, Pennsylvania",Pennsylvania,PA,Perry,"Perry County, PA",0.12,0.12,0.03,,0.42,-0.22,-0.18,0.19 +42101,42101,"Philadelphia County, Pennsylvania",Pennsylvania,PA,Philadelphia,"Philadelphia County, PA",-2.82,-2.82,-1.45,,-2.49,-0.64,-0.20,-4.38 +42103,42103,"Pike County, Pennsylvania",Pennsylvania,PA,Pike,"Pike County, PA",0.18,0.18,-0.12,,0.79,-0.73,-0.34,0.58 +42105,42105,"Potter County, Pennsylvania",Pennsylvania,PA,Potter,"Potter County, PA",0.17,0.17,-0.04,,-0.06,0.33,-0.38,0.50 +42107,42107,"Schuylkill County, Pennsylvania",Pennsylvania,PA,Schuylkill,"Schuylkill County, PA",-0.09,-0.09,-0.30,,-0.04,-0.25,-0.40,0.33 +42109,42109,"Snyder County, Pennsylvania",Pennsylvania,PA,Snyder,"Snyder County, PA",0.06,0.06,-0.04,,0.71,-0.30,-0.51,0.11 +42111,42111,"Somerset County, Pennsylvania",Pennsylvania,PA,Somerset,"Somerset County, PA",0.58,0.58,0.38,,0.80,0.02,-0.02,0.68 +42113,42113,"Sullivan County, Pennsylvania",Pennsylvania,PA,Sullivan,"Sullivan County, PA",0.03,0.03,-0.24,,0.11,0.82,-1.40,0.49 +42115,42115,"Susquehanna County, Pennsylvania",Pennsylvania,PA,Susquehanna,"Susquehanna County, PA",-0.12,-0.12,-0.52,,0.02,-0.21,-0.94,0.67 +42117,42117,"Tioga County, Pennsylvania",Pennsylvania,PA,Tioga,"Tioga County, PA",0.35,0.35,0.10,,0.24,0.40,-0.44,0.67 +42119,42119,"Union County, Pennsylvania",Pennsylvania,PA,Union,"Union County, PA",0.11,0.11,-0.32,,0.35,-0.28,-0.77,0.86 +42121,42121,"Venango County, Pennsylvania",Pennsylvania,PA,Venango,"Venango County, PA",-0.06,-0.06,-0.41,,-0.35,-0.10,-0.49,0.69 +42123,42123,"Warren County, Pennsylvania",Pennsylvania,PA,Warren,"Warren County, PA",-0.07,-0.07,-0.19,,0.18,0.05,-0.65,0.11 +42125,42125,"Washington County, Pennsylvania",Pennsylvania,PA,Washington,"Washington County, PA",0.21,0.21,0.09,,0.48,-0.46,0.10,0.32 +42127,42127,"Wayne County, Pennsylvania",Pennsylvania,PA,Wayne,"Wayne County, PA",-0.17,-0.17,-0.60,,0.25,-0.36,-1.18,0.66 +42129,42129,"Westmoreland County, Pennsylvania",Pennsylvania,PA,Westmoreland,"Westmoreland County, PA",0.27,0.27,0.13,,0.43,-0.48,0.26,0.40 +42131,42131,"Wyoming County, Pennsylvania",Pennsylvania,PA,Wyoming,"Wyoming County, PA",-0.08,-0.08,-0.39,,-0.27,-0.15,-0.47,0.57 +42133,42133,"York County, Pennsylvania",Pennsylvania,PA,York,"York County, PA",-0.16,-0.16,-0.27,,-0.06,-0.71,0.10,0.10 +44001,44001,"Bristol County, Rhode Island",Rhode Island,RI,Bristol,"Bristol County, RI",1.04,1.04,0.88,,1.18,-0.43,1.06,0.91 +44003,44003,"Kent County, Rhode Island",Rhode Island,RI,Kent,"Kent County, RI",0.32,0.32,0.11,,0.02,-0.72,0.81,0.65 +44005,44005,"Newport County, Rhode Island",Rhode Island,RI,Newport,"Newport County, RI",0.50,0.50,0.48,,0.46,-0.23,0.70,0.33 +44007,44007,"Providence County, Rhode Island",Rhode Island,RI,Providence,"Providence County, RI",-0.49,-0.49,-0.36,,-1.11,0.05,0.16,-0.44 +44009,44009,"Washington County, Rhode Island",Rhode Island,RI,Washington,"Washington County, RI",0.89,0.89,0.70,,0.91,-0.32,0.84,0.87 +45001,45001,"Abbeville County, South Carolina",South Carolina,SC,Abbeville,"Abbeville County, SC",-0.65,-0.65,-0.45,,-0.74,-0.25,-0.09,-0.77 +45003,45003,"Aiken County, South Carolina",South Carolina,SC,Aiken,"Aiken County, SC",-0.54,-0.54,-0.43,,-0.68,-0.81,0.42,-0.52 +45005,45005,"Allendale County, South Carolina",South Carolina,SC,Allendale,"Allendale County, SC",-1.84,-1.84,-1.66,,-3.18,-0.48,-0.15,-1.20 +45007,45007,"Anderson County, South Carolina",South Carolina,SC,Anderson,"Anderson County, SC",-0.99,-0.99,-0.46,,-0.24,-0.89,0.04,-1.75 +45009,45009,"Bamberg County, South Carolina",South Carolina,SC,Bamberg,"Bamberg County, SC",-1.26,-1.26,-0.77,,-1.81,-0.06,0.05,-1.61 +45011,45011,"Barnwell County, South Carolina",South Carolina,SC,Barnwell,"Barnwell County, SC",-1.59,-1.59,-0.67,,-1.76,-0.31,0.45,-2.71 +45013,45013,"Beaufort County, South Carolina",South Carolina,SC,Beaufort,"Beaufort County, SC",-0.73,-0.73,-0.30,,-0.15,-0.86,0.26,-1.39 +45015,45015,"Berkeley County, South Carolina",South Carolina,SC,Berkeley,"Berkeley County, SC",-0.72,-0.72,-0.72,,-0.44,-1.09,-0.12,-0.46 +45017,45017,"Calhoun County, South Carolina",South Carolina,SC,Calhoun,"Calhoun County, SC",-0.72,-0.72,-0.42,,-1.35,-0.56,0.81,-0.89 +45019,45019,"Charleston County, South Carolina",South Carolina,SC,Charleston,"Charleston County, SC",-0.56,-0.56,-0.32,,-0.43,-0.58,0.20,-0.83 +45021,45021,"Cherokee County, South Carolina",South Carolina,SC,Cherokee,"Cherokee County, SC",-1.09,-1.09,-1.13,,-1.54,-0.80,-0.24,-0.48 +45023,45023,"Chester County, South Carolina",South Carolina,SC,Chester,"Chester County, SC",-1.13,-1.13,-0.50,,-1.27,-0.21,0.26,-1.91 +45025,45025,"Chesterfield County, South Carolina",South Carolina,SC,Chesterfield,"Chesterfield County, SC",-0.76,-0.76,-0.53,,-0.52,-0.47,-0.23,-0.94 +45027,45027,"Clarendon County, South Carolina",South Carolina,SC,Clarendon,"Clarendon County, SC",-1.24,-1.24,-0.84,,-1.76,-0.50,0.27,-1.43 +45029,45029,"Colleton County, South Carolina",South Carolina,SC,Colleton,"Colleton County, SC",-1.34,-1.34,-0.43,,-1.17,-0.23,0.31,-2.62 +45031,45031,"Darlington County, South Carolina",South Carolina,SC,Darlington,"Darlington County, SC",-1.44,-1.44,-0.77,,-1.43,-0.69,0.28,-2.14 +45033,45033,"Dillon County, South Carolina",South Carolina,SC,Dillon,"Dillon County, SC",-2.30,-2.30,-1.03,,-1.84,-0.48,-0.06,-3.94 +45035,45035,"Dorchester County, South Carolina",South Carolina,SC,Dorchester,"Dorchester County, SC",-0.65,-0.65,-0.43,,-0.27,-1.03,0.24,-0.85 +45037,45037,"Edgefield County, South Carolina",South Carolina,SC,Edgefield,"Edgefield County, SC",1.54,1.54,1.85,,-0.42,4.12,0.30,0.49 +45039,45039,"Fairfield County, South Carolina",South Carolina,SC,Fairfield,"Fairfield County, SC",-1.33,-1.33,-0.66,,-2.10,-0.24,0.69,-1.98 +45041,45041,"Florence County, South Carolina",South Carolina,SC,Florence,"Florence County, SC",-0.98,-0.98,-0.70,,-1.13,-0.61,0.08,-1.09 +45043,45043,"Georgetown County, South Carolina",South Carolina,SC,Georgetown,"Georgetown County, SC",-1.00,-1.00,-0.65,,-1.88,-0.41,0.68,-1.12 +45045,45045,"Greenville County, South Carolina",South Carolina,SC,Greenville,"Greenville County, SC",-0.75,-0.75,-0.13,,-0.04,-0.79,0.45,-1.78 +45047,45047,"Greenwood County, South Carolina",South Carolina,SC,Greenwood,"Greenwood County, SC",-1.90,-1.90,-0.96,,-1.93,-0.41,0.09,-2.96 +45049,45049,"Hampton County, South Carolina",South Carolina,SC,Hampton,"Hampton County, SC",-1.38,-1.38,-0.72,,-1.61,-0.14,0.04,-2.06 +45051,45051,"Horry County, South Carolina",South Carolina,SC,Horry,"Horry County, SC",-1.26,-1.26,-0.77,,-0.68,-0.97,-0.13,-1.78 +45053,45053,"Jasper County, South Carolina",South Carolina,SC,Jasper,"Jasper County, SC",-0.97,-0.97,-1.10,,-1.38,-1.04,-0.10,-0.22 +45055,45055,"Kershaw County, South Carolina",South Carolina,SC,Kershaw,"Kershaw County, SC",-0.44,-0.44,-0.07,,-0.17,-0.56,0.45,-1.02 +45057,45057,"Lancaster County, South Carolina",South Carolina,SC,Lancaster,"Lancaster County, SC",-0.94,-0.94,-0.54,,-0.97,-0.74,0.39,-1.32 +45059,45059,"Laurens County, South Carolina",South Carolina,SC,Laurens,"Laurens County, SC",-1.48,-1.48,-0.90,,-1.39,-0.55,-0.13,-2.03 +45061,45061,"Lee County, South Carolina",South Carolina,SC,Lee,"Lee County, SC",-1.81,-1.81,-1.25,,-2.73,-0.55,0.34,-1.98 +45063,45063,"Lexington County, South Carolina",South Carolina,SC,Lexington,"Lexington County, SC",-0.36,-0.36,-0.24,,-0.01,-0.97,0.35,-0.50 +45065,45065,"McCormick County, South Carolina",South Carolina,SC,McCormick,"McCormick County, SC",-0.90,-0.90,-1.01,,-2.75,-0.09,0.42,0.01 +45067,45067,"Marion County, South Carolina",South Carolina,SC,Marion,"Marion County, SC",-2.26,-2.26,-1.44,,-3.14,-0.55,0.33,-2.78 +45069,45069,"Marlboro County, South Carolina",South Carolina,SC,Marlboro,"Marlboro County, SC",-2.69,-2.69,-1.44,,-2.18,-0.51,-0.57,-4.10 +45071,45071,"Newberry County, South Carolina",South Carolina,SC,Newberry,"Newberry County, SC",-0.40,-0.40,-0.19,,-0.70,-0.19,0.36,-0.61 +45073,45073,"Oconee County, South Carolina",South Carolina,SC,Oconee,"Oconee County, SC",-0.84,-0.84,-0.43,,-0.51,-0.54,0.01,-1.34 +45075,45075,"Orangeburg County, South Carolina",South Carolina,SC,Orangeburg,"Orangeburg County, SC",-1.56,-1.56,-1.22,,-2.72,-0.39,0.27,-1.40 +45077,45077,"Pickens County, South Carolina",South Carolina,SC,Pickens,"Pickens County, SC",-0.30,-0.30,-0.22,,0.36,-0.76,-0.14,-0.44 +45079,45079,"Richland County, South Carolina",South Carolina,SC,Richland,"Richland County, SC",-1.67,-1.67,-0.65,,-1.15,-0.52,0.12,-3.06 +45081,45081,"Saluda County, South Carolina",South Carolina,SC,Saluda,"Saluda County, SC",-0.63,-0.63,-0.47,,-0.83,-0.76,0.42,-0.63 +45083,45083,"Spartanburg County, South Carolina",South Carolina,SC,Spartanburg,"Spartanburg County, SC",-0.81,-0.81,-0.59,,-0.51,-0.83,-0.05,-0.93 +45085,45085,"Sumter County, South Carolina",South Carolina,SC,Sumter,"Sumter County, SC",-1.41,-1.41,-0.67,,-1.11,-0.68,0.20,-2.33 +45087,45087,"Union County, South Carolina",South Carolina,SC,Union,"Union County, SC",-1.28,-1.28,-0.89,,-1.79,-0.31,0.02,-1.45 +45089,45089,"Williamsburg County, South Carolina",South Carolina,SC,Williamsburg,"Williamsburg County, SC",-1.11,-1.11,-0.74,,-1.89,-0.28,0.38,-1.24 +45091,45091,"York County, South Carolina",South Carolina,SC,York,"York County, SC",-0.34,-0.34,0.03,,0.24,-0.91,0.61,-1.00 +46003,46003,"Aurora County, South Dakota",South Dakota,SD,Aurora,"Aurora County, SD",2.13,2.13,2.27,,1.70,1.81,1.37,0.95 +46005,46005,"Beadle County, South Dakota",South Dakota,SD,Beadle,"Beadle County, SD",0.82,0.82,1.16,,0.67,0.79,0.98,-0.21 +46007,46007,"Bennett County, South Dakota",South Dakota,SD,Bennett,"Bennett County, SD",,,,,-2.29,0.52,,-0.87 +46009,46009,"Bon Homme County, South Dakota",South Dakota,SD,Bon Homme,"Bon Homme County, SD",1.66,1.66,1.51,,1.50,1.05,0.70,1.22 +46011,46011,"Brookings County, South Dakota",South Dakota,SD,Brookings,"Brookings County, SD",0.97,0.97,0.78,,0.65,0.69,0.30,0.96 +46013,46013,"Brown County, South Dakota",South Dakota,SD,Brown,"Brown County, SD",0.68,0.68,0.84,,0.27,0.72,0.75,0.10 +46015,46015,"Brule County, South Dakota",South Dakota,SD,Brule,"Brule County, SD",0.30,0.30,1.13,,0.05,1.76,0.57,-1.47 +46017,46017,"Buffalo County, South Dakota",South Dakota,SD,Buffalo,"Buffalo County, SD",-1.19,,-1.19,,-2.35,0.53,-0.85, +46019,46019,"Butte County, South Dakota",South Dakota,SD,Butte,"Butte County, SD",0.72,0.72,0.77,,0.90,0.54,0.21,0.24 +46021,46021,"Campbell County, South Dakota",South Dakota,SD,Campbell,"Campbell County, SD",,,,,,1.26,0.93,1.14 +46023,46023,"Charles Mix County, South Dakota",South Dakota,SD,Charles Mix,"Charles Mix County, SD",0.44,0.44,0.41,,-0.47,1.44,-0.12,0.41 +46025,46025,"Clark County, South Dakota",South Dakota,SD,Clark,"Clark County, SD",2.24,2.24,2.46,,1.44,2.35,1.50,0.91 +46027,46027,"Clay County, South Dakota",South Dakota,SD,Clay,"Clay County, SD",0.03,0.03,0.12,,-0.56,0.66,0.08,-0.11 +46029,46029,"Codington County, South Dakota",South Dakota,SD,Codington,"Codington County, SD",0.46,0.46,0.59,,0.14,0.35,0.70,0.02 +46031,46031,"Corson County, South Dakota",South Dakota,SD,Corson,"Corson County, SD",,,,,-2.45,1.55,,1.18 +46033,46033,"Custer County, South Dakota",South Dakota,SD,Custer,"Custer County, SD",1.38,1.38,1.32,,0.81,1.20,0.80,0.94 +46035,46035,"Davison County, South Dakota",South Dakota,SD,Davison,"Davison County, SD",0.58,0.58,0.92,,0.60,0.91,0.44,-0.38 +46037,46037,"Day County, South Dakota",South Dakota,SD,Day,"Day County, SD",1.19,,1.19,,-0.06,2.21,0.40, +46039,46039,"Deuel County, South Dakota",South Dakota,SD,Deuel,"Deuel County, SD",1.95,1.95,2.06,,1.30,1.72,1.39,0.95 +46041,46041,"Dewey County, South Dakota",South Dakota,SD,Dewey,"Dewey County, SD",,,,,-1.75,1.94,,1.17 +46043,46043,"Douglas County, South Dakota",South Dakota,SD,Douglas,"Douglas County, SD",,,,,,2.52,1.85,1.10 +46045,46045,"Edmunds County, South Dakota",South Dakota,SD,Edmunds,"Edmunds County, SD",1.84,1.84,1.75,,1.60,1.32,0.86,1.22 +46047,46047,"Fall River County, South Dakota",South Dakota,SD,Fall River,"Fall River County, SD",1.32,1.32,1.52,,0.70,1.95,0.62,0.40 +46049,46049,"Faulk County, South Dakota",South Dakota,SD,Faulk,"Faulk County, SD",,,,,,2.46,1.12,1.20 +46051,46051,"Grant County, South Dakota",South Dakota,SD,Grant,"Grant County, SD",,,,,,1.06,1.12, +46053,46053,"Gregory County, South Dakota",South Dakota,SD,Gregory,"Gregory County, SD",1.51,,1.51,,-0.41,2.95,0.67, +46055,46055,"Haakon County, South Dakota",South Dakota,SD,Haakon,"Haakon County, SD",,,,,,3.12,0.77, +46057,46057,"Hamlin County, South Dakota",South Dakota,SD,Hamlin,"Hamlin County, SD",1.95,1.95,1.97,,1.72,0.81,1.67,1.09 +46059,46059,"Hand County, South Dakota",South Dakota,SD,Hand,"Hand County, SD",2.46,2.46,2.73,,1.23,2.79,1.83,1.02 +46061,46061,"Hanson County, South Dakota",South Dakota,SD,Hanson,"Hanson County, SD",2.54,2.54,2.79,,2.41,0.50,2.99,0.97 +46063,46063,"Harding County, South Dakota",South Dakota,SD,Harding,"Harding County, SD",,,,,,3.12,1.33,1.00 +46065,46065,"Hughes County, South Dakota",South Dakota,SD,Hughes,"Hughes County, SD",1.08,1.08,1.74,,0.68,1.97,1.07,-0.68 +46067,46067,"Hutchinson County, South Dakota",South Dakota,SD,Hutchinson,"Hutchinson County, SD",1.67,1.67,1.62,,0.73,1.47,1.22,1.17 +46069,46069,"Hyde County, South Dakota",South Dakota,SD,Hyde,"Hyde County, SD",1.88,,1.88,,1.22,2.19,0.67, +46071,46071,"Jackson County, South Dakota",South Dakota,SD,Jackson,"Jackson County, SD",-0.24,,-0.24,,-0.89,0.78,-0.47, +46073,46073,"Jerauld County, South Dakota",South Dakota,SD,Jerauld,"Jerauld County, SD",1.94,1.94,1.94,,0.92,2.43,0.84,1.22 +46075,46075,"Jones County, South Dakota",South Dakota,SD,Jones,"Jones County, SD",,,,,,4.29,2.08, +46077,46077,"Kingsbury County, South Dakota",South Dakota,SD,Kingsbury,"Kingsbury County, SD",2.59,,2.59,,1.55,2.60,1.44, +46079,46079,"Lake County, South Dakota",South Dakota,SD,Lake,"Lake County, SD",1.80,1.80,1.87,,1.76,0.70,1.52,0.89 +46081,46081,"Lawrence County, South Dakota",South Dakota,SD,Lawrence,"Lawrence County, SD",0.78,0.78,0.73,,0.34,0.74,0.45,0.57 +46083,46083,"Lincoln County, South Dakota",South Dakota,SD,Lincoln,"Lincoln County, SD",1.03,1.03,1.30,,1.57,-0.27,1.42,-0.03 +46085,46085,"Lyman County, South Dakota",South Dakota,SD,Lyman,"Lyman County, SD",0.30,,0.30,,-0.80,1.32,0.06, +46087,46087,"McCook County, South Dakota",South Dakota,SD,McCook,"McCook County, SD",1.80,1.80,1.75,,1.51,0.89,1.33,1.15 +46089,46089,"McPherson County, South Dakota",South Dakota,SD,McPherson,"McPherson County, SD",1.91,1.91,1.89,,1.13,2.34,0.62,1.20 +46091,46091,"Marshall County, South Dakota",South Dakota,SD,Marshall,"Marshall County, SD",0.78,0.78,1.03,,0.61,1.69,-0.06,-0.08 +46093,46093,"Meade County, South Dakota",South Dakota,SD,Meade,"Meade County, SD",0.88,0.88,0.73,,0.98,0.09,0.47,0.76 +46095,46095,"Mellette County, South Dakota",South Dakota,SD,Mellette,"Mellette County, SD",-0.40,-0.40,-0.70,,-1.79,1.45,-1.21,0.53 +46097,46097,"Miner County, South Dakota",South Dakota,SD,Miner,"Miner County, SD",,,,,,1.52,1.59,1.05 +46099,46099,"Minnehaha County, South Dakota",South Dakota,SD,Minnehaha,"Minnehaha County, SD",0.30,0.30,0.65,,0.21,0.17,0.92,-0.54 +46101,46101,"Moody County, South Dakota",South Dakota,SD,Moody,"Moody County, SD",0.81,0.81,0.96,,0.10,0.73,1.14,0.26 +46102,46102,"Oglala Lakota County, South Dakota",South Dakota,SD,Oglala Lakota,"Oglala Lakota County, SD",-1.88,-1.88,-2.91,,-3.65,-0.17,-2.55,1.22 +46103,46103,"Pennington County, South Dakota",South Dakota,SD,Pennington,"Pennington County, SD",-0.27,-0.27,0.29,,-0.40,0.32,0.59,-1.25 +46105,46105,"Perkins County, South Dakota",South Dakota,SD,Perkins,"Perkins County, SD",2.64,2.64,2.93,,1.05,3.70,1.57,1.10 +46107,46107,"Potter County, South Dakota",South Dakota,SD,Potter,"Potter County, SD",1.75,1.75,1.85,,0.20,2.68,1.07,0.98 +46109,46109,"Roberts County, South Dakota",South Dakota,SD,Roberts,"Roberts County, SD",-0.04,-0.04,-0.07,,-1.31,1.19,-0.11,0.19 +46111,46111,"Sanborn County, South Dakota",South Dakota,SD,Sanborn,"Sanborn County, SD",1.65,1.65,1.51,,1.46,0.81,0.96,1.22 +46115,46115,"Spink County, South Dakota",South Dakota,SD,Spink,"Spink County, SD",1.08,1.08,1.09,,-0.71,1.72,1.21,0.85 +46117,46117,"Stanley County, South Dakota",South Dakota,SD,Stanley,"Stanley County, SD",1.25,1.25,1.28,,0.48,1.07,1.14,0.75 +46119,46119,"Sully County, South Dakota",South Dakota,SD,Sully,"Sully County, SD",1.31,1.31,1.19,,0.23,1.06,1.18,1.15 +46121,46121,"Todd County, South Dakota",South Dakota,SD,Todd,"Todd County, SD",,,,,-3.36,-0.29,, +46123,46123,"Tripp County, South Dakota",South Dakota,SD,Tripp,"Tripp County, SD",0.96,0.96,0.99,,-0.56,2.14,0.49,0.68 +46125,46125,"Turner County, South Dakota",South Dakota,SD,Turner,"Turner County, SD",1.78,1.78,1.89,,1.04,1.50,1.48,0.88 +46127,46127,"Union County, South Dakota",South Dakota,SD,Union,"Union County, SD",1.43,1.43,1.52,,0.67,0.88,1.62,0.75 +46129,46129,"Walworth County, South Dakota",South Dakota,SD,Walworth,"Walworth County, SD",0.66,0.66,0.69,,-0.79,1.92,0.30,0.49 +46135,46135,"Yankton County, South Dakota",South Dakota,SD,Yankton,"Yankton County, SD",0.23,0.23,0.28,,0.25,0.51,-0.17,0.00 +46137,46137,"Ziebach County, South Dakota",South Dakota,SD,Ziebach,"Ziebach County, SD",,,,,-2.12,0.88,,1.21 +47001,47001,"Anderson County, Tennessee",Tennessee,TN,Anderson,"Anderson County, TN",-0.82,-0.82,-0.89,,-0.65,-0.59,-0.74,-0.37 +47003,47003,"Bedford County, Tennessee",Tennessee,TN,Bedford,"Bedford County, TN",-1.01,-1.01,-1.05,,-0.39,-0.86,-1.06,-0.60 +47005,47005,"Benton County, Tennessee",Tennessee,TN,Benton,"Benton County, TN",-0.35,-0.35,-0.59,,-0.02,-0.30,-0.97,0.21 +47007,47007,"Bledsoe County, Tennessee",Tennessee,TN,Bledsoe,"Bledsoe County, TN",-0.79,-0.79,-1.39,,-0.66,-0.99,-1.39,0.71 +47009,47009,"Blount County, Tennessee",Tennessee,TN,Blount,"Blount County, TN",-0.48,-0.48,-0.55,,0.61,-1.15,-0.67,-0.33 +47011,47011,"Bradley County, Tennessee",Tennessee,TN,Bradley,"Bradley County, TN",-1.23,-1.23,-0.91,,0.06,-1.02,-1.03,-1.55 +47013,47013,"Campbell County, Tennessee",Tennessee,TN,Campbell,"Campbell County, TN",-1.26,-1.26,-1.49,,-0.44,-1.16,-1.63,-0.42 +47015,47015,"Cannon County, Tennessee",Tennessee,TN,Cannon,"Cannon County, TN",-0.54,-0.54,-0.86,,-0.44,-0.44,-1.01,0.28 +47017,47017,"Carroll County, Tennessee",Tennessee,TN,Carroll,"Carroll County, TN",-0.41,-0.41,-0.63,,0.07,-0.52,-0.93,0.11 +47019,47019,"Carter County, Tennessee",Tennessee,TN,Carter,"Carter County, TN",-0.71,-0.71,-1.07,,-0.07,-1.12,-1.14,0.19 +47021,47021,"Cheatham County, Tennessee",Tennessee,TN,Cheatham,"Cheatham County, TN",-0.60,-0.60,-0.68,,0.29,-1.10,-0.69,-0.32 +47023,47023,"Chester County, Tennessee",Tennessee,TN,Chester,"Chester County, TN",-0.65,-0.65,-0.83,,-0.13,-0.88,-0.82,-0.09 +47025,47025,"Claiborne County, Tennessee",Tennessee,TN,Claiborne,"Claiborne County, TN",-0.96,-0.96,-0.81,,0.47,-0.75,-1.43,-1.11 +47027,47027,"Clay County, Tennessee",Tennessee,TN,Clay,"Clay County, TN",0.03,0.03,-0.26,,1.14,-0.48,-1.16,0.39 +47029,47029,"Cocke County, Tennessee",Tennessee,TN,Cocke,"Cocke County, TN",-2.04,-2.04,-1.79,,-1.72,-0.87,-1.34,-1.74 +47031,47031,"Coffee County, Tennessee",Tennessee,TN,Coffee,"Coffee County, TN",-0.79,-0.79,-0.65,,0.32,-0.78,-0.95,-0.92 +47033,47033,"Crockett County, Tennessee",Tennessee,TN,Crockett,"Crockett County, TN",-1.00,-1.00,-0.59,,-0.23,-0.38,-0.71,-1.52 +47035,47035,"Cumberland County, Tennessee",Tennessee,TN,Cumberland,"Cumberland County, TN",-1.05,-1.05,-1.02,,-0.98,-0.83,-0.48,-0.67 +47037,47037,"Davidson County, Tennessee",Tennessee,TN,Davidson,"Davidson County, TN",-2.53,-2.53,-1.15,,-0.83,-0.79,-0.93,-4.47 +47039,47039,"Decatur County, Tennessee",Tennessee,TN,Decatur,"Decatur County, TN",-0.74,-0.74,-0.62,,-0.43,0.15,-1.08,-0.75 +47041,47041,"DeKalb County, Tennessee",Tennessee,TN,DeKalb,"DeKalb County, TN",-0.66,-0.66,-0.89,,0.04,-0.52,-1.42,-0.08 +47043,47043,"Dickson County, Tennessee",Tennessee,TN,Dickson,"Dickson County, TN",-0.83,-0.83,-0.77,,0.09,-0.85,-0.93,-0.76 +47045,47045,"Dyer County, Tennessee",Tennessee,TN,Dyer,"Dyer County, TN",-1.80,-1.80,-1.09,,-0.55,-0.80,-1.05,-2.66 +47047,47047,"Fayette County, Tennessee",Tennessee,TN,Fayette,"Fayette County, TN",-0.21,-0.21,-0.30,,0.34,-1.09,0.02,-0.01 +47049,47049,"Fentress County, Tennessee",Tennessee,TN,Fentress,"Fentress County, TN",-0.35,-0.35,-0.59,,0.46,-1.02,-0.73,0.15 +47051,47051,"Franklin County, Tennessee",Tennessee,TN,Franklin,"Franklin County, TN",-0.66,-0.66,-0.72,,-0.05,-0.70,-0.84,-0.37 +47053,47053,"Gibson County, Tennessee",Tennessee,TN,Gibson,"Gibson County, TN",-0.92,-0.92,-0.46,,0.03,-0.42,-0.64,-1.61 +47055,47055,"Giles County, Tennessee",Tennessee,TN,Giles,"Giles County, TN",-0.58,-0.58,-0.60,,-0.08,-0.33,-0.90,-0.41 +47057,47057,"Grainger County, Tennessee",Tennessee,TN,Grainger,"Grainger County, TN",-0.03,-0.03,-0.37,,1.28,-0.81,-1.21,0.44 +47059,47059,"Greene County, Tennessee",Tennessee,TN,Greene,"Greene County, TN",-0.72,-0.72,-0.77,,0.19,-0.57,-1.26,-0.48 +47061,47061,"Grundy County, Tennessee",Tennessee,TN,Grundy,"Grundy County, TN",-1.62,-1.62,-1.20,,-0.81,-0.41,-1.39,-1.91 +47063,47063,"Hamblen County, Tennessee",Tennessee,TN,Hamblen,"Hamblen County, TN",-1.08,-1.08,-1.01,,-0.08,-0.84,-1.27,-0.94 +47065,47065,"Hamilton County, Tennessee",Tennessee,TN,Hamilton,"Hamilton County, TN",-1.39,-1.39,-0.85,,-0.25,-0.83,-0.79,-2.07 +47067,47067,"Hancock County, Tennessee",Tennessee,TN,Hancock,"Hancock County, TN",-0.59,-0.59,-0.87,,-0.11,-0.21,-1.54,0.11 +47069,47069,"Hardeman County, Tennessee",Tennessee,TN,Hardeman,"Hardeman County, TN",-1.83,-1.83,-1.53,,-1.69,-0.63,-1.07,-1.68 +47071,47071,"Hardin County, Tennessee",Tennessee,TN,Hardin,"Hardin County, TN",-0.89,-0.89,-0.78,,-0.10,-0.54,-1.07,-0.87 +47073,47073,"Hawkins County, Tennessee",Tennessee,TN,Hawkins,"Hawkins County, TN",-0.60,-0.60,-0.83,,0.13,-0.92,-1.01,-0.03 +47075,47075,"Haywood County, Tennessee",Tennessee,TN,Haywood,"Haywood County, TN",-2.28,-2.28,-1.25,,-1.52,-0.65,-0.64,-3.48 +47077,47077,"Henderson County, Tennessee",Tennessee,TN,Henderson,"Henderson County, TN",-1.63,-1.63,-1.40,,-1.12,-0.98,-1.00,-1.47 +47079,47079,"Henry County, Tennessee",Tennessee,TN,Henry,"Henry County, TN",-0.63,-0.63,-0.69,,-0.29,-0.35,-0.88,-0.32 +47081,47081,"Hickman County, Tennessee",Tennessee,TN,Hickman,"Hickman County, TN",-0.96,-0.96,-1.14,,-0.58,-0.60,-1.31,-0.27 +47083,47083,"Houston County, Tennessee",Tennessee,TN,Houston,"Houston County, TN",-0.41,-0.41,-0.49,,0.22,-0.39,-0.88,-0.19 +47085,47085,"Humphreys County, Tennessee",Tennessee,TN,Humphreys,"Humphreys County, TN",-0.33,-0.33,-0.53,,-0.10,-0.21,-0.85,0.15 +47087,47087,"Jackson County, Tennessee",Tennessee,TN,Jackson,"Jackson County, TN",-0.67,-0.67,-0.89,,-0.53,-0.38,-1.05,0.01 +47089,47089,"Jefferson County, Tennessee",Tennessee,TN,Jefferson,"Jefferson County, TN",-0.79,-0.79,-0.98,,-0.17,-0.83,-1.14,-0.20 +47091,47091,"Johnson County, Tennessee",Tennessee,TN,Johnson,"Johnson County, TN",-1.23,-1.23,-0.95,,-0.25,-0.51,-1.30,-1.45 +47093,47093,"Knox County, Tennessee",Tennessee,TN,Knox,"Knox County, TN",-0.94,-0.94,-0.67,,0.21,-0.97,-0.72,-1.26 +47095,47095,"Lake County, Tennessee",Tennessee,TN,Lake,"Lake County, TN",-1.85,-1.85,-2.34,,-2.17,-0.85,-2.09,-0.07 +47097,47097,"Lauderdale County, Tennessee",Tennessee,TN,Lauderdale,"Lauderdale County, TN",-2.30,-2.30,-1.77,,-1.40,-0.86,-1.60,-2.53 +47099,47099,"Lawrence County, Tennessee",Tennessee,TN,Lawrence,"Lawrence County, TN",-0.85,-0.85,-0.55,,0.36,-0.62,-0.92,-1.28 +47101,47101,"Lewis County, Tennessee",Tennessee,TN,Lewis,"Lewis County, TN",-0.66,-0.66,-0.55,,-0.07,-0.46,-0.70,-0.70 +47103,47103,"Lincoln County, Tennessee",Tennessee,TN,Lincoln,"Lincoln County, TN",-0.88,-0.88,-0.73,,-0.34,-0.51,-0.77,-0.89 +47105,47105,"Loudon County, Tennessee",Tennessee,TN,Loudon,"Loudon County, TN",-0.32,-0.32,-0.54,,-0.10,-0.96,-0.19,0.21 +47107,47107,"McMinn County, Tennessee",Tennessee,TN,McMinn,"McMinn County, TN",-0.95,-0.95,-0.71,,0.44,-0.74,-1.21,-1.27 +47109,47109,"McNairy County, Tennessee",Tennessee,TN,McNairy,"McNairy County, TN",-0.79,-0.79,-0.67,,-0.17,-0.37,-0.93,-0.82 +47111,47111,"Macon County, Tennessee",Tennessee,TN,Macon,"Macon County, TN",-0.54,-0.54,-0.76,,0.82,-1.17,-1.26,-0.10 +47113,47113,"Madison County, Tennessee",Tennessee,TN,Madison,"Madison County, TN",-2.42,-2.42,-1.22,,-1.08,-0.90,-0.74,-3.99 +47115,47115,"Marion County, Tennessee",Tennessee,TN,Marion,"Marion County, TN",-0.89,-0.89,-1.03,,-0.13,-0.98,-1.14,-0.36 +47117,47117,"Marshall County, Tennessee",Tennessee,TN,Marshall,"Marshall County, TN",-1.23,-1.23,-1.15,,-0.84,-0.72,-0.98,-0.95 +47119,47119,"Maury County, Tennessee",Tennessee,TN,Maury,"Maury County, TN",-1.11,-1.11,-0.77,,-0.38,-0.71,-0.63,-1.43 +47121,47121,"Meigs County, Tennessee",Tennessee,TN,Meigs,"Meigs County, TN",-1.06,-1.06,-1.02,,-0.15,-0.79,-1.27,-0.85 +47123,47123,"Monroe County, Tennessee",Tennessee,TN,Monroe,"Monroe County, TN",-0.68,-0.68,-0.56,,0.55,-0.78,-0.98,-0.83 +47125,47125,"Montgomery County, Tennessee",Tennessee,TN,Montgomery,"Montgomery County, TN",-1.36,-1.36,-1.13,,0.51,-1.31,-1.61,-1.53 +47127,47127,"Moore County, Tennessee",Tennessee,TN,Moore,"Moore County, TN",-0.05,-0.05,-0.51,,0.21,-0.94,-0.42,0.84 +47129,47129,"Morgan County, Tennessee",Tennessee,TN,Morgan,"Morgan County, TN",-0.88,-0.88,-1.21,,-0.01,-1.08,-1.51,0.01 +47131,47131,"Obion County, Tennessee",Tennessee,TN,Obion,"Obion County, TN",-0.77,-0.77,-0.71,,-0.67,-0.18,-0.75,-0.60 +47133,47133,"Overton County, Tennessee",Tennessee,TN,Overton,"Overton County, TN",-0.06,-0.06,-0.20,,1.39,-0.84,-0.93,0.00 +47135,47135,"Perry County, Tennessee",Tennessee,TN,Perry,"Perry County, TN",-0.58,-0.58,-0.72,,0.25,-0.53,-1.25,-0.22 +47137,47137,"Pickett County, Tennessee",Tennessee,TN,Pickett,"Pickett County, TN",,,,,,-0.54,-0.21,0.97 +47139,47139,"Polk County, Tennessee",Tennessee,TN,Polk,"Polk County, TN",0.06,0.06,-0.12,,1.26,-0.57,-0.90,0.18 +47141,47141,"Putnam County, Tennessee",Tennessee,TN,Putnam,"Putnam County, TN",-0.90,-0.90,-0.84,,-0.04,-0.70,-1.08,-0.78 +47143,47143,"Rhea County, Tennessee",Tennessee,TN,Rhea,"Rhea County, TN",-1.08,-1.08,-1.27,,-0.65,-0.83,-1.28,-0.32 +47145,47145,"Roane County, Tennessee",Tennessee,TN,Roane,"Roane County, TN",-0.53,-0.53,-0.62,,0.32,-0.90,-0.78,-0.26 +47147,47147,"Robertson County, Tennessee",Tennessee,TN,Robertson,"Robertson County, TN",-0.79,-0.79,-0.64,,0.32,-1.07,-0.65,-0.95 +47149,47149,"Rutherford County, Tennessee",Tennessee,TN,Rutherford,"Rutherford County, TN",-1.01,-1.01,-0.91,,0.33,-1.33,-0.99,-0.99 +47151,47151,"Scott County, Tennessee",Tennessee,TN,Scott,"Scott County, TN",-1.34,-1.34,-1.75,,-1.19,-1.26,-1.39,0.02 +47153,47153,"Sequatchie County, Tennessee",Tennessee,TN,Sequatchie,"Sequatchie County, TN",,,,,,-0.61,-0.98,-0.80 +47155,47155,"Sevier County, Tennessee",Tennessee,TN,Sevier,"Sevier County, TN",-1.01,-1.01,-1.21,,-0.33,-1.14,-1.17,-0.32 +47157,47157,"Shelby County, Tennessee",Tennessee,TN,Shelby,"Shelby County, TN",-2.95,-2.95,-1.22,,-1.61,-0.16,-0.95,-5.37 +47159,47159,"Smith County, Tennessee",Tennessee,TN,Smith,"Smith County, TN",-0.26,-0.26,-0.39,,0.74,-0.81,-0.77,-0.06 +47161,47161,"Stewart County, Tennessee",Tennessee,TN,Stewart,"Stewart County, TN",-0.13,-0.13,-0.02,,1.27,-0.34,-0.92,-0.55 +47163,47163,"Sullivan County, Tennessee",Tennessee,TN,Sullivan,"Sullivan County, TN",-0.90,-0.90,-0.64,,0.06,-0.57,-0.89,-1.20 +47165,47165,"Sumner County, Tennessee",Tennessee,TN,Sumner,"Sumner County, TN",-0.54,-0.54,-0.73,,0.27,-1.26,-0.63,-0.07 +47167,47167,"Tipton County, Tennessee",Tennessee,TN,Tipton,"Tipton County, TN",-1.31,-1.31,-0.97,,-0.34,-1.11,-0.70,-1.58 +47169,47169,"Trousdale County, Tennessee",Tennessee,TN,Trousdale,"Trousdale County, TN",-0.96,-0.96,-0.92,,-0.42,-0.73,-0.88,-0.73 +47171,47171,"Unicoi County, Tennessee",Tennessee,TN,Unicoi,"Unicoi County, TN",-0.12,-0.12,-0.19,,1.07,-0.68,-0.78,-0.13 +47173,47173,"Union County, Tennessee",Tennessee,TN,Union,"Union County, TN",-0.95,-0.95,-1.18,,0.39,-1.35,-1.56,-0.33 +47175,47175,"Van Buren County, Tennessee",Tennessee,TN,Van Buren,"Van Buren County, TN",-0.15,-0.15,-0.34,,0.54,-0.72,-0.57,0.16 +47177,47177,"Warren County, Tennessee",Tennessee,TN,Warren,"Warren County, TN",-0.95,-0.95,-0.95,,-0.32,-0.59,-1.16,-0.66 +47179,47179,"Washington County, Tennessee",Tennessee,TN,Washington,"Washington County, TN",-0.62,-0.62,-0.60,,0.37,-0.79,-0.88,-0.57 +47181,47181,"Wayne County, Tennessee",Tennessee,TN,Wayne,"Wayne County, TN",-0.50,-0.50,-0.71,,0.56,-0.58,-1.47,-0.05 +47183,47183,"Weakley County, Tennessee",Tennessee,TN,Weakley,"Weakley County, TN",-0.48,-0.48,-0.66,,0.12,-0.35,-1.18,-0.04 +47185,47185,"White County, Tennessee",Tennessee,TN,White,"White County, TN",-0.36,-0.36,-0.45,,0.74,-0.70,-1.00,-0.22 +47187,47187,"Williamson County, Tennessee",Tennessee,TN,Williamson,"Williamson County, TN",1.02,1.02,0.94,,1.90,-0.45,0.57,0.59 +47189,47189,"Wilson County, Tennessee",Tennessee,TN,Wilson,"Wilson County, TN",-0.22,-0.22,-0.21,,1.03,-1.14,-0.38,-0.35 +48001,48001,"Anderson County, Texas",Texas,TX,Anderson,"Anderson County, TX",-1.14,-1.14,-1.34,,-0.35,-0.87,-1.66,-0.38 +48003,48003,"Andrews County, Texas",Texas,TX,Andrews,"Andrews County, TX",-0.87,-0.87,-0.42,,1.18,-1.07,-0.99,-1.72 +48005,48005,"Angelina County, Texas",Texas,TX,Angelina,"Angelina County, TX",-0.90,-0.90,-0.94,,-0.44,-0.81,-0.84,-0.51 +48007,48007,"Aransas County, Texas",Texas,TX,Aransas,"Aransas County, TX",-0.43,-0.43,-0.46,,0.50,-0.92,-0.59,-0.35 +48009,48009,"Archer County, Texas",Texas,TX,Archer,"Archer County, TX",0.63,0.63,0.50,,1.45,-0.42,0.06,0.47 +48011,48011,"Armstrong County, Texas",Texas,TX,Armstrong,"Armstrong County, TX",,,,,,0.83,-0.07,0.57 +48013,48013,"Atascosa County, Texas",Texas,TX,Atascosa,"Atascosa County, TX",-0.65,-0.65,-1.11,,0.42,-1.06,-1.71,0.35 +48015,48015,"Austin County, Texas",Texas,TX,Austin,"Austin County, TX",0.14,0.14,0.12,,0.74,-0.26,-0.24,0.03 +48017,48017,"Bailey County, Texas",Texas,TX,Bailey,"Bailey County, TX",-0.29,-0.29,-0.67,,0.50,-0.80,-1.14,0.46 +48019,48019,"Bandera County, Texas",Texas,TX,Bandera,"Bandera County, TX",-0.11,-0.11,-0.52,,-0.03,-0.19,-0.91,0.71 +48021,48021,"Bastrop County, Texas",Texas,TX,Bastrop,"Bastrop County, TX",-0.38,-0.38,-0.39,,0.82,-0.82,-0.82,-0.40 +48023,48023,"Baylor County, Texas",Texas,TX,Baylor,"Baylor County, TX",0.63,0.63,0.87,,1.45,0.45,0.00,-0.28 +48025,48025,"Bee County, Texas",Texas,TX,Bee,"Bee County, TX",-1.04,-1.04,-1.56,,-0.47,-0.91,-1.97,0.33 +48027,48027,"Bell County, Texas",Texas,TX,Bell,"Bell County, TX",-1.19,-1.19,-1.26,,0.05,-1.22,-1.54,-0.74 +48029,48029,"Bexar County, Texas",Texas,TX,Bexar,"Bexar County, TX",-1.39,-1.39,-1.26,,-0.46,-1.34,-0.99,-1.19 +48031,48031,"Blanco County, Texas",Texas,TX,Blanco,"Blanco County, TX",0.26,0.26,0.06,,0.98,-0.06,-0.76,0.41 +48033,48033,"Borden County, Texas",Texas,TX,Borden,"Borden County, TX",,,,,,1.58,0.18,-0.10 +48035,48035,"Bosque County, Texas",Texas,TX,Bosque,"Bosque County, TX",0.16,0.16,-0.23,,-0.08,0.15,-0.60,0.87 +48037,48037,"Bowie County, Texas",Texas,TX,Bowie,"Bowie County, TX",-1.27,-1.27,-0.88,,-0.65,-0.77,-0.57,-1.59 +48039,48039,"Brazoria County, Texas",Texas,TX,Brazoria,"Brazoria County, TX",-0.21,-0.21,-0.53,,0.66,-1.20,-0.62,0.36 +48041,48041,"Brazos County, Texas",Texas,TX,Brazos,"Brazos County, TX",-0.92,-0.92,-0.97,,0.28,-1.18,-1.21,-0.62 +48043,48043,"Brewster County, Texas",Texas,TX,Brewster,"Brewster County, TX",0.23,0.23,-0.02,,0.46,0.62,-1.07,0.54 +48045,48045,"Briscoe County, Texas",Texas,TX,Briscoe,"Briscoe County, TX",1.31,1.31,1.09,,1.19,1.79,-0.55,1.16 +48047,48047,"Brooks County, Texas",Texas,TX,Brooks,"Brooks County, TX",-1.78,-1.78,-2.22,,-3.04,-0.82,-1.10,0.05 +48049,48049,"Brown County, Texas",Texas,TX,Brown,"Brown County, TX",-0.13,-0.13,-0.10,,0.95,-0.46,-0.69,-0.33 +48051,48051,"Burleson County, Texas",Texas,TX,Burleson,"Burleson County, TX",-0.40,-0.40,-0.74,,-0.56,-0.09,-0.99,0.47 +48053,48053,"Burnet County, Texas",Texas,TX,Burnet,"Burnet County, TX",-0.38,-0.38,-0.59,,-0.34,-0.56,-0.43,0.17 +48055,48055,"Caldwell County, Texas",Texas,TX,Caldwell,"Caldwell County, TX",-0.98,-0.98,-1.19,,-0.43,-0.80,-1.34,-0.25 +48057,48057,"Calhoun County, Texas",Texas,TX,Calhoun,"Calhoun County, TX",-1.13,-1.13,-1.01,,-0.11,-0.47,-1.58,-1.07 +48059,48059,"Callahan County, Texas",Texas,TX,Callahan,"Callahan County, TX",-0.07,-0.07,-0.50,,-0.09,-0.50,-0.53,0.79 +48061,48061,"Cameron County, Texas",Texas,TX,Cameron,"Cameron County, TX",-1.29,-1.29,-1.71,,-0.52,-1.51,-1.68,-0.03 +48063,48063,"Camp County, Texas",Texas,TX,Camp,"Camp County, TX",-0.64,-0.64,-0.60,,-0.30,-0.54,-0.52,-0.52 +48065,48065,"Carson County, Texas",Texas,TX,Carson,"Carson County, TX",-0.07,-0.07,-0.26,,-0.61,-0.11,0.07,0.40 +48067,48067,"Cass County, Texas",Texas,TX,Cass,"Cass County, TX",-0.75,-0.75,-0.78,,-0.64,-0.34,-0.75,-0.41 +48069,48069,"Castro County, Texas",Texas,TX,Castro,"Castro County, TX",-0.16,-0.16,-0.55,,0.61,-0.61,-1.16,0.55 +48071,48071,"Chambers County, Texas",Texas,TX,Chambers,"Chambers County, TX",0.21,0.21,0.19,,1.54,-1.20,0.03,-0.05 +48073,48073,"Cherokee County, Texas",Texas,TX,Cherokee,"Cherokee County, TX",-1.09,-1.09,-1.01,,-0.31,-0.67,-1.22,-0.93 +48075,48075,"Childress County, Texas",Texas,TX,Childress,"Childress County, TX",-0.78,-0.78,-0.68,,0.19,0.09,-1.68,-0.85 +48077,48077,"Clay County, Texas",Texas,TX,Clay,"Clay County, TX",0.80,0.80,0.55,,1.14,-0.22,0.23,0.89 +48079,48079,"Cochran County, Texas",Texas,TX,Cochran,"Cochran County, TX",-0.34,-0.34,-0.55,,-0.46,0.02,-0.78,0.20 +48081,48081,"Coke County, Texas",Texas,TX,Coke,"Coke County, TX",0.05,0.05,-0.53,,0.00,0.13,-1.25,1.16 +48083,48083,"Coleman County, Texas",Texas,TX,Coleman,"Coleman County, TX",-0.18,-0.18,-0.39,,-0.61,0.45,-0.71,0.34 +48085,48085,"Collin County, Texas",Texas,TX,Collin,"Collin County, TX",0.33,0.33,0.11,,1.38,-1.33,0.15,0.47 +48087,48087,"Collingsworth County, Texas",Texas,TX,Collingsworth,"Collingsworth County, TX",0.67,0.67,0.29,,-0.13,1.20,-0.45,1.21 +48089,48089,"Colorado County, Texas",Texas,TX,Colorado,"Colorado County, TX",0.11,0.11,0.01,,0.59,-0.03,-0.55,0.16 +48091,48091,"Comal County, Texas",Texas,TX,Comal,"Comal County, TX",0.01,0.01,0.03,,0.64,-0.89,0.25,-0.14 +48093,48093,"Comanche County, Texas",Texas,TX,Comanche,"Comanche County, TX",-0.27,-0.27,-0.44,,-0.55,0.17,-0.61,0.21 +48095,48095,"Concho County, Texas",Texas,TX,Concho,"Concho County, TX",-0.79,-0.79,-1.40,,-1.50,0.27,-1.81,0.84 +48097,48097,"Cooke County, Texas",Texas,TX,Cooke,"Cooke County, TX",-0.04,-0.04,-0.17,,0.50,-0.69,-0.22,0.15 +48099,48099,"Coryell County, Texas",Texas,TX,Coryell,"Coryell County, TX",-0.72,-0.72,-1.22,,0.42,-1.24,-1.78,0.38 +48101,48101,"Cottle County, Texas",Texas,TX,Cottle,"Cottle County, TX",,,,,,1.60,-0.85,0.22 +48103,48103,"Crane County, Texas",Texas,TX,Crane,"Crane County, TX",-0.55,-0.55,-0.99,,-0.25,-1.04,-0.88,0.49 +48105,48105,"Crockett County, Texas",Texas,TX,Crockett,"Crockett County, TX",-0.64,-0.64,-1.01,,-0.51,-0.53,-1.17,0.33 +48107,48107,"Crosby County, Texas",Texas,TX,Crosby,"Crosby County, TX",-0.74,-0.74,-1.28,,-1.20,0.13,-1.70,0.70 +48109,48109,"Culberson County, Texas",Texas,TX,Culberson,"Culberson County, TX",-0.46,-0.46,-1.07,,-0.77,-0.32,-1.24,0.97 +48111,48111,"Dallam County, Texas",Texas,TX,Dallam,"Dallam County, TX",-0.76,-0.76,-0.43,,0.49,0.52,-1.84,-1.36 +48113,48113,"Dallas County, Texas",Texas,TX,Dallas,"Dallas County, TX",-1.12,-1.12,-0.98,,-0.49,-0.94,-0.75,-1.02 +48115,48115,"Dawson County, Texas",Texas,TX,Dawson,"Dawson County, TX",-0.94,-0.94,-1.09,,-0.46,-0.61,-1.31,-0.33 +48117,48117,"Deaf Smith County, Texas",Texas,TX,Deaf Smith,"Deaf Smith County, TX",-0.70,-0.70,-0.95,,0.25,-0.87,-1.42,-0.08 +48119,48119,"Delta County, Texas",Texas,TX,Delta,"Delta County, TX",-0.01,-0.01,-0.48,,-0.21,0.00,-0.84,0.91 +48121,48121,"Denton County, Texas",Texas,TX,Denton,"Denton County, TX",0.02,0.02,-0.25,,1.06,-1.34,-0.29,0.38 +48123,48123,"DeWitt County, Texas",Texas,TX,DeWitt,"DeWitt County, TX",-1.26,-1.26,-0.90,,-0.51,-0.26,-1.18,-1.58 +48125,48125,"Dickens County, Texas",Texas,TX,Dickens,"Dickens County, TX",0.72,0.72,0.59,,-0.08,1.91,-0.54,0.75 +48127,48127,"Dimmit County, Texas",Texas,TX,Dimmit,"Dimmit County, TX",-2.01,-2.01,-2.33,,-2.07,-0.90,-2.11,-0.53 +48129,48129,"Donley County, Texas",Texas,TX,Donley,"Donley County, TX",-0.56,-0.56,-0.58,,-0.27,0.16,-1.13,-0.36 +48131,48131,"Duval County, Texas",Texas,TX,Duval,"Duval County, TX",-2.19,-2.19,-1.69,,-0.86,-1.17,-1.65,-2.45 +48133,48133,"Eastland County, Texas",Texas,TX,Eastland,"Eastland County, TX",-0.05,-0.05,-0.25,,0.36,0.21,-1.06,0.26 +48135,48135,"Ector County, Texas",Texas,TX,Ector,"Ector County, TX",-2.22,-2.22,-1.46,,-0.10,-1.31,-1.74,-3.11 +48137,48137,"Edwards County, Texas",Texas,TX,Edwards,"Edwards County, TX",,,,,,1.36,-1.26,0.65 +48139,48139,"Ellis County, Texas",Texas,TX,Ellis,"Ellis County, TX",0.03,0.03,-0.31,,0.60,-1.03,-0.27,0.60 +48141,48141,"El Paso County, Texas",Texas,TX,El Paso,"El Paso County, TX",-1.28,-1.28,-1.41,,-0.35,-1.52,-1.21,-0.61 +48143,48143,"Erath County, Texas",Texas,TX,Erath,"Erath County, TX",-0.15,-0.15,-0.53,,0.59,-0.64,-1.08,0.55 +48145,48145,"Falls County, Texas",Texas,TX,Falls,"Falls County, TX",-0.81,-0.81,-1.26,,-0.87,-0.25,-1.61,0.40 +48147,48147,"Fannin County, Texas",Texas,TX,Fannin,"Fannin County, TX",-0.04,-0.04,-0.33,,0.51,-0.22,-0.98,0.43 +48149,48149,"Fayette County, Texas",Texas,TX,Fayette,"Fayette County, TX",0.59,0.59,0.52,,0.75,0.48,-0.12,0.41 +48151,48151,"Fisher County, Texas",Texas,TX,Fisher,"Fisher County, TX",0.17,0.17,0.25,,1.04,0.07,-0.54,-0.24 +48153,48153,"Floyd County, Texas",Texas,TX,Floyd,"Floyd County, TX",-0.04,-0.04,0.22,,1.02,0.40,-0.89,-0.76 +48155,48155,"Foard County, Texas",Texas,TX,Foard,"Foard County, TX",,,,,,3.74,-1.37,0.61 +48157,48157,"Fort Bend County, Texas",Texas,TX,Fort Bend,"Fort Bend County, TX",0.01,0.01,-0.05,,1.28,-1.39,-0.03,-0.08 +48159,48159,"Franklin County, Texas",Texas,TX,Franklin,"Franklin County, TX",-0.25,-0.25,-0.54,,-0.48,-0.52,-0.24,0.46 +48161,48161,"Freestone County, Texas",Texas,TX,Freestone,"Freestone County, TX",-0.02,-0.02,-0.22,,0.46,-0.33,-0.61,0.29 +48163,48163,"Frio County, Texas",Texas,TX,Frio,"Frio County, TX",-1.21,-1.21,-1.81,,-0.43,-1.20,-2.24,0.34 +48165,48165,"Gaines County, Texas",Texas,TX,Gaines,"Gaines County, TX",-0.04,-0.04,-0.54,,1.32,-1.18,-1.24,0.75 +48167,48167,"Galveston County, Texas",Texas,TX,Galveston,"Galveston County, TX",-0.52,-0.52,-0.69,,0.14,-1.04,-0.63,-0.08 +48169,48169,"Garza County, Texas",Texas,TX,Garza,"Garza County, TX",0.26,0.26,-0.22,,0.35,-0.23,-0.60,1.05 +48171,48171,"Gillespie County, Texas",Texas,TX,Gillespie,"Gillespie County, TX",0.51,0.51,0.22,,-0.10,0.11,0.38,0.94 +48173,48173,"Glasscock County, Texas",Texas,TX,Glasscock,"Glasscock County, TX",,,,,,-0.04,0.45,1.13 +48175,48175,"Goliad County, Texas",Texas,TX,Goliad,"Goliad County, TX",-0.45,-0.45,-0.85,,-0.28,0.02,-1.55,0.48 +48177,48177,"Gonzales County, Texas",Texas,TX,Gonzales,"Gonzales County, TX",-1.15,-1.15,-0.62,,0.29,-0.37,-1.22,-1.97 +48179,48179,"Gray County, Texas",Texas,TX,Gray,"Gray County, TX",-0.97,-0.97,-0.44,,0.32,-0.39,-0.88,-1.82 +48181,48181,"Grayson County, Texas",Texas,TX,Grayson,"Grayson County, TX",-0.59,-0.59,-0.75,,-0.18,-0.78,-0.69,-0.09 +48183,48183,"Gregg County, Texas",Texas,TX,Gregg,"Gregg County, TX",-1.15,-1.15,-0.93,,-0.75,-0.55,-0.77,-1.16 +48185,48185,"Grimes County, Texas",Texas,TX,Grimes,"Grimes County, TX",-1.24,-1.24,-1.21,,-0.58,-0.79,-1.27,-0.88 +48187,48187,"Guadalupe County, Texas",Texas,TX,Guadalupe,"Guadalupe County, TX",-0.17,-0.17,-0.44,,0.67,-1.29,-0.37,0.29 +48189,48189,"Hale County, Texas",Texas,TX,Hale,"Hale County, TX",-0.62,-0.62,-0.98,,-0.02,-0.62,-1.47,0.25 +48191,48191,"Hall County, Texas",Texas,TX,Hall,"Hall County, TX",,,,,,0.66,-1.27,0.28 +48193,48193,"Hamilton County, Texas",Texas,TX,Hamilton,"Hamilton County, TX",0.17,0.17,0.04,,0.14,0.59,-0.64,0.31 +48195,48195,"Hansford County, Texas",Texas,TX,Hansford,"Hansford County, TX",,,,,,-0.16,0.01,-0.43 +48197,48197,"Hardeman County, Texas",Texas,TX,Hardeman,"Hardeman County, TX",0.86,0.86,0.50,,0.92,0.22,-0.08,1.18 +48199,48199,"Hardin County, Texas",Texas,TX,Hardin,"Hardin County, TX",-0.03,-0.03,-0.36,,0.93,-1.07,-0.64,0.47 +48201,48201,"Harris County, Texas",Texas,TX,Harris,"Harris County, TX",-1.64,-1.64,-1.01,,-0.23,-1.30,-0.72,-2.42 +48203,48203,"Harrison County, Texas",Texas,TX,Harrison,"Harrison County, TX",-0.64,-0.64,-0.62,,-0.12,-0.79,-0.49,-0.51 +48205,48205,"Hartley County, Texas",Texas,TX,Hartley,"Hartley County, TX",-0.25,-0.25,-0.35,,1.89,-1.44,-1.14,-0.28 +48207,48207,"Haskell County, Texas",Texas,TX,Haskell,"Haskell County, TX",-0.53,-0.53,-0.94,,-1.36,0.15,-0.89,0.60 +48209,48209,"Hays County, Texas",Texas,TX,Hays,"Hays County, TX",-0.32,-0.32,-0.49,,0.77,-1.16,-0.69,-0.02 +48211,48211,"Hemphill County, Texas",Texas,TX,Hemphill,"Hemphill County, TX",0.05,0.05,0.24,,-0.02,0.31,0.15,-0.34 +48213,48213,"Henderson County, Texas",Texas,TX,Henderson,"Henderson County, TX",-0.79,-0.79,-0.85,,0.09,-0.93,-1.02,-0.47 +48215,48215,"Hidalgo County, Texas",Texas,TX,Hidalgo,"Hidalgo County, TX",-1.13,-1.13,-1.39,,0.18,-1.57,-1.59,-0.34 +48217,48217,"Hill County, Texas",Texas,TX,Hill,"Hill County, TX",-0.30,-0.30,-0.52,,0.12,-0.32,-0.92,0.18 +48219,48219,"Hockley County, Texas",Texas,TX,Hockley,"Hockley County, TX",-0.71,-0.71,-0.59,,0.68,-0.84,-1.09,-0.89 +48221,48221,"Hood County, Texas",Texas,TX,Hood,"Hood County, TX",0.28,0.28,0.05,,0.90,-0.86,0.03,0.52 +48223,48223,"Hopkins County, Texas",Texas,TX,Hopkins,"Hopkins County, TX",0.10,0.10,-0.18,,0.82,-0.65,-0.56,0.50 +48225,48225,"Houston County, Texas",Texas,TX,Houston,"Houston County, TX",-0.49,-0.49,-0.85,,-0.50,-0.10,-1.26,0.42 +48227,48227,"Howard County, Texas",Texas,TX,Howard,"Howard County, TX",-1.72,-1.72,-1.46,,-0.46,-1.00,-1.69,-1.72 +48229,48229,"Hudspeth County, Texas",Texas,TX,Hudspeth,"Hudspeth County, TX",-0.62,-0.62,-1.29,,-0.77,-0.38,-1.63,0.96 +48231,48231,"Hunt County, Texas",Texas,TX,Hunt,"Hunt County, TX",-0.83,-0.83,-0.70,,0.06,-0.76,-0.83,-0.88 +48233,48233,"Hutchinson County, Texas",Texas,TX,Hutchinson,"Hutchinson County, TX",-1.59,-1.59,-0.92,,-0.65,-0.66,-0.74,-2.39 +48235,48235,"Irion County, Texas",Texas,TX,Irion,"Irion County, TX",0.80,0.80,0.57,,1.14,0.34,-0.23,0.84 +48237,48237,"Jack County, Texas",Texas,TX,Jack,"Jack County, TX",0.14,0.14,0.06,,1.07,0.18,-1.06,0.05 +48239,48239,"Jackson County, Texas",Texas,TX,Jackson,"Jackson County, TX",-0.14,-0.14,-0.52,,0.39,-0.41,-1.08,0.55 +48241,48241,"Jasper County, Texas",Texas,TX,Jasper,"Jasper County, TX",-1.01,-1.01,-1.09,,-0.64,-0.58,-1.16,-0.48 +48243,48243,"Jeff Davis County, Texas",Texas,TX,Jeff Davis,"Jeff Davis County, TX",0.56,0.56,0.56,,-0.07,1.00,0.22,0.37 +48245,48245,"Jefferson County, Texas",Texas,TX,Jefferson,"Jefferson County, TX",-1.74,-1.74,-1.16,,-0.94,-0.90,-0.74,-2.28 +48247,48247,"Jim Hogg County, Texas",Texas,TX,Jim Hogg,"Jim Hogg County, TX",-1.28,-1.28,-2.06,,-1.97,-1.17,-1.41,0.91 +48249,48249,"Jim Wells County, Texas",Texas,TX,Jim Wells,"Jim Wells County, TX",-1.72,-1.72,-1.37,,-0.32,-1.17,-1.47,-1.91 +48251,48251,"Johnson County, Texas",Texas,TX,Johnson,"Johnson County, TX",-0.27,-0.27,-0.55,,0.55,-1.11,-0.65,0.27 +48253,48253,"Jones County, Texas",Texas,TX,Jones,"Jones County, TX",-0.96,-0.96,-1.19,,-0.45,-0.60,-1.53,-0.20 +48255,48255,"Karnes County, Texas",Texas,TX,Karnes,"Karnes County, TX",-1.08,-1.08,-1.60,,-1.30,-0.36,-1.81,0.42 +48257,48257,"Kaufman County, Texas",Texas,TX,Kaufman,"Kaufman County, TX",-0.22,-0.22,-0.40,,0.44,-1.00,-0.34,0.10 +48259,48259,"Kendall County, Texas",Texas,TX,Kendall,"Kendall County, TX",0.86,0.86,0.71,,1.36,-0.34,0.48,0.70 +48261,48261,"Kenedy County, Texas",Texas,TX,Kenedy,"Kenedy County, TX",,,,,,1.71,-1.17,-3.51 +48263,48263,"Kent County, Texas",Texas,TX,Kent,"Kent County, TX",0.99,0.99,1.41,,1.52,0.77,0.74,-0.38 +48265,48265,"Kerr County, Texas",Texas,TX,Kerr,"Kerr County, TX",-0.10,-0.10,-0.30,,-0.12,-0.38,-0.23,0.35 +48267,48267,"Kimble County, Texas",Texas,TX,Kimble,"Kimble County, TX",-0.68,-0.68,-1.07,,-1.50,0.37,-1.23,0.48 +48269,48269,"King County, Texas",Texas,TX,King,"King County, TX",,,,,,4.70,0.24,1.22 +48271,48271,"Kinney County, Texas",Texas,TX,Kinney,"Kinney County, TX",0.16,0.16,-0.40,,0.12,-0.13,-0.85,1.18 +48273,48273,"Kleberg County, Texas",Texas,TX,Kleberg,"Kleberg County, TX",-1.48,-1.48,-1.27,,-0.50,-0.87,-1.40,-1.42 +48275,48275,"Knox County, Texas",Texas,TX,Knox,"Knox County, TX",0.62,0.62,0.35,,0.69,0.86,-0.74,0.82 +48277,48277,"Lamar County, Texas",Texas,TX,Lamar,"Lamar County, TX",-1.24,-1.24,-1.34,,-0.52,-0.53,-1.83,-0.66 +48279,48279,"Lamb County, Texas",Texas,TX,Lamb,"Lamb County, TX",-0.12,-0.12,-0.12,,0.53,-0.47,-0.35,-0.19 +48281,48281,"Lampasas County, Texas",Texas,TX,Lampasas,"Lampasas County, TX",-0.49,-0.49,-0.94,,0.38,-0.64,-1.73,0.47 +48283,48283,"La Salle County, Texas",Texas,TX,La Salle,"La Salle County, TX",-1.05,-1.05,-1.76,,-0.35,-0.87,-2.51,0.68 +48285,48285,"Lavaca County, Texas",Texas,TX,Lavaca,"Lavaca County, TX",0.56,0.56,0.46,,0.71,0.32,-0.06,0.45 +48287,48287,"Lee County, Texas",Texas,TX,Lee,"Lee County, TX",-0.54,-0.54,-0.68,,-0.30,-0.51,-0.70,-0.09 +48289,48289,"Leon County, Texas",Texas,TX,Leon,"Leon County, TX",-0.22,-0.22,-0.67,,-0.54,0.03,-0.96,0.80 +48291,48291,"Liberty County, Texas",Texas,TX,Liberty,"Liberty County, TX",-1.25,-1.25,-1.22,,-0.09,-1.06,-1.49,-0.97 +48293,48293,"Limestone County, Texas",Texas,TX,Limestone,"Limestone County, TX",-1.02,-1.02,-1.17,,-0.68,-0.36,-1.49,-0.37 +48295,48295,"Lipscomb County, Texas",Texas,TX,Lipscomb,"Lipscomb County, TX",0.88,0.88,0.69,,1.46,0.81,-0.70,0.73 +48297,48297,"Live Oak County, Texas",Texas,TX,Live Oak,"Live Oak County, TX",-1.03,-1.03,-1.25,,-0.30,-0.61,-1.77,-0.28 +48299,48299,"Llano County, Texas",Texas,TX,Llano,"Llano County, TX",-0.14,-0.14,-0.52,,-0.63,-0.05,-0.51,0.73 +48301,48301,"Loving County, Texas",Texas,TX,Loving,"Loving County, TX",,,,,,,1.53,-6.59 +48303,48303,"Lubbock County, Texas",Texas,TX,Lubbock,"Lubbock County, TX",-1.70,-1.70,-1.04,,-0.34,-0.96,-0.99,-2.50 +48305,48305,"Lynn County, Texas",Texas,TX,Lynn,"Lynn County, TX",-0.29,-0.29,-0.67,,-0.22,-0.22,-1.03,0.56 +48307,48307,"McCulloch County, Texas",Texas,TX,McCulloch,"McCulloch County, TX",-0.21,-0.21,-0.60,,-1.25,0.74,-0.84,0.78 +48309,48309,"McLennan County, Texas",Texas,TX,McLennan,"McLennan County, TX",-1.05,-1.05,-1.02,,-0.47,-0.79,-0.99,-0.77 +48311,48311,"McMullen County, Texas",Texas,TX,McMullen,"McMullen County, TX",,,,,,1.60,0.88,-1.06 +48313,48313,"Madison County, Texas",Texas,TX,Madison,"Madison County, TX",-0.58,-0.58,-0.92,,0.58,-0.64,-1.86,0.14 +48315,48315,"Marion County, Texas",Texas,TX,Marion,"Marion County, TX",-1.29,-1.29,-0.69,,-0.60,-0.16,-0.76,-2.08 +48317,48317,"Martin County, Texas",Texas,TX,Martin,"Martin County, TX",-0.16,-0.16,-0.51,,0.71,-0.60,-1.17,0.44 +48319,48319,"Mason County, Texas",Texas,TX,Mason,"Mason County, TX",0.34,0.34,0.02,,-1.07,1.43,-0.37,1.01 +48321,48321,"Matagorda County, Texas",Texas,TX,Matagorda,"Matagorda County, TX",-0.88,-0.88,-0.97,,-0.57,-0.22,-1.32,-0.41 +48323,48323,"Maverick County, Texas",Texas,TX,Maverick,"Maverick County, TX",-0.93,-0.93,-1.35,,-0.06,-1.62,-1.26,0.15 +48325,48325,"Medina County, Texas",Texas,TX,Medina,"Medina County, TX",-0.28,-0.28,-0.71,,0.67,-1.00,-1.18,0.53 +48327,48327,"Menard County, Texas",Texas,TX,Menard,"Menard County, TX",-0.17,-0.17,-0.27,,-0.50,1.35,-1.40,0.11 +48329,48329,"Midland County, Texas",Texas,TX,Midland,"Midland County, TX",-0.52,-0.52,-0.59,,0.61,-1.03,-0.86,-0.34 +48331,48331,"Milam County, Texas",Texas,TX,Milam,"Milam County, TX",-0.35,-0.35,-0.56,,-0.42,0.10,-0.90,0.18 +48333,48333,"Mills County, Texas",Texas,TX,Mills,"Mills County, TX",,,,,,0.95,-0.44,0.95 +48335,48335,"Mitchell County, Texas",Texas,TX,Mitchell,"Mitchell County, TX",-1.12,-1.12,-1.31,,-0.30,-0.44,-2.05,-0.42 +48337,48337,"Montague County, Texas",Texas,TX,Montague,"Montague County, TX",0.49,0.49,0.35,,0.94,0.16,-0.34,0.46 +48339,48339,"Montgomery County, Texas",Texas,TX,Montgomery,"Montgomery County, TX",-0.03,-0.03,-0.30,,0.85,-1.34,-0.20,0.38 +48341,48341,"Moore County, Texas",Texas,TX,Moore,"Moore County, TX",-0.67,-0.67,-0.83,,0.11,-0.83,-1.08,-0.22 +48343,48343,"Morris County, Texas",Texas,TX,Morris,"Morris County, TX",-0.51,-0.51,-0.40,,0.31,-0.43,-0.75,-0.68 +48345,48345,"Motley County, Texas",Texas,TX,Motley,"Motley County, TX",,,,,,3.85,-0.06,1.13 +48347,48347,"Nacogdoches County, Texas",Texas,TX,Nacogdoches,"Nacogdoches County, TX",-0.61,-0.61,-0.74,,0.11,-0.71,-1.02,-0.21 +48349,48349,"Navarro County, Texas",Texas,TX,Navarro,"Navarro County, TX",-0.78,-0.78,-0.76,,-0.31,-0.48,-0.89,-0.58 +48351,48351,"Newton County, Texas",Texas,TX,Newton,"Newton County, TX",-0.93,-0.93,-1.63,,-1.53,-0.64,-1.41,0.96 +48353,48353,"Nolan County, Texas",Texas,TX,Nolan,"Nolan County, TX",-1.95,-1.95,-1.35,,-1.33,-0.47,-1.18,-2.42 +48355,48355,"Nueces County, Texas",Texas,TX,Nueces,"Nueces County, TX",-1.85,-1.85,-1.52,,-0.65,-1.18,-1.48,-1.92 +48357,48357,"Ochiltree County, Texas",Texas,TX,Ochiltree,"Ochiltree County, TX",0.29,0.29,0.16,,1.33,-0.47,-0.49,0.26 +48359,48359,"Oldham County, Texas",Texas,TX,Oldham,"Oldham County, TX",1.21,1.21,1.10,,1.71,0.72,-0.01,0.78 +48361,48361,"Orange County, Texas",Texas,TX,Orange,"Orange County, TX",-0.98,-0.98,-1.06,,-0.60,-1.06,-0.71,-0.46 +48363,48363,"Palo Pinto County, Texas",Texas,TX,Palo Pinto,"Palo Pinto County, TX",-0.74,-0.74,-1.05,,-0.90,-0.22,-1.18,0.20 +48365,48365,"Panola County, Texas",Texas,TX,Panola,"Panola County, TX",-0.40,-0.40,-0.37,,-0.18,-0.32,-0.36,-0.35 +48367,48367,"Parker County, Texas",Texas,TX,Parker,"Parker County, TX",0.30,0.30,-0.02,,0.94,-1.06,0.03,0.71 +48369,48369,"Parmer County, Texas",Texas,TX,Parmer,"Parmer County, TX",-0.16,-0.16,-0.66,,0.40,-0.61,-1.19,0.80 +48371,48371,"Pecos County, Texas",Texas,TX,Pecos,"Pecos County, TX",-0.54,-0.54,-0.57,,1.10,-0.62,-1.63,-0.53 +48373,48373,"Polk County, Texas",Texas,TX,Polk,"Polk County, TX",-1.01,-1.01,-1.22,,-0.86,-0.93,-0.91,-0.19 +48375,48375,"Potter County, Texas",Texas,TX,Potter,"Potter County, TX",-1.66,-1.66,-1.33,,-0.45,-0.85,-1.57,-1.82 +48377,48377,"Presidio County, Texas",Texas,TX,Presidio,"Presidio County, TX",,,,,,-0.51,-1.09,0.97 +48379,48379,"Rains County, Texas",Texas,TX,Rains,"Rains County, TX",-0.40,-0.40,-0.77,,0.03,-0.76,-0.94,0.42 +48381,48381,"Randall County, Texas",Texas,TX,Randall,"Randall County, TX",-0.80,-0.80,-0.43,,0.44,-1.29,-0.14,-1.40 +48383,48383,"Reagan County, Texas",Texas,TX,Reagan,"Reagan County, TX",0.24,0.24,-0.40,,1.18,-0.37,-1.58,1.22 +48385,48385,"Real County, Texas",Texas,TX,Real,"Real County, TX",-0.35,-0.35,-0.91,,-1.97,1.11,-1.16,1.12 +48387,48387,"Red River County, Texas",Texas,TX,Red River,"Red River County, TX",-0.58,-0.58,-0.66,,-0.82,0.22,-0.86,-0.17 +48389,48389,"Reeves County, Texas",Texas,TX,Reeves,"Reeves County, TX",-0.55,-0.55,-0.85,,0.88,-0.99,-1.66,0.05 +48391,48391,"Refugio County, Texas",Texas,TX,Refugio,"Refugio County, TX",-0.41,-0.41,-0.60,,-0.78,0.47,-1.01,0.16 +48393,48393,"Roberts County, Texas",Texas,TX,Roberts,"Roberts County, TX",,,,,,0.69,0.89,-0.19 +48395,48395,"Robertson County, Texas",Texas,TX,Robertson,"Robertson County, TX",-0.81,-0.81,-0.62,,-0.66,-0.24,-0.50,-0.88 +48397,48397,"Rockwall County, Texas",Texas,TX,Rockwall,"Rockwall County, TX",0.66,0.66,0.37,,1.60,-1.21,0.37,0.79 +48399,48399,"Runnels County, Texas",Texas,TX,Runnels,"Runnels County, TX",-0.51,-0.51,-0.83,,-1.40,0.10,-0.58,0.46 +48401,48401,"Rusk County, Texas",Texas,TX,Rusk,"Rusk County, TX",-0.85,-0.85,-0.86,,-0.15,-0.78,-0.96,-0.58 +48403,48403,"Sabine County, Texas",Texas,TX,Sabine,"Sabine County, TX",-0.56,-0.56,-0.74,,0.01,-0.24,-1.35,-0.10 +48405,48405,"San Augustine County, Texas",Texas,TX,San Augustine,"San Augustine County, TX",-0.41,-0.41,-0.60,,0.21,-0.36,-1.13,0.01 +48407,48407,"San Jacinto County, Texas",Texas,TX,San Jacinto,"San Jacinto County, TX",-1.00,-1.00,-1.33,,-0.37,-1.15,-1.38,-0.01 +48409,48409,"San Patricio County, Texas",Texas,TX,San Patricio,"San Patricio County, TX",-0.83,-0.83,-0.89,,-0.23,-0.94,-0.80,-0.45 +48411,48411,"San Saba County, Texas",Texas,TX,San Saba,"San Saba County, TX",0.16,0.16,-0.02,,0.30,0.87,-1.15,0.36 +48413,48413,"Schleicher County, Texas",Texas,TX,Schleicher,"Schleicher County, TX",0.55,0.55,0.01,,1.44,-0.12,-1.22,1.21 +48415,48415,"Scurry County, Texas",Texas,TX,Scurry,"Scurry County, TX",-0.74,-0.74,-0.53,,0.82,-0.68,-1.24,-1.11 +48417,48417,"Shackelford County, Texas",Texas,TX,Shackelford,"Shackelford County, TX",0.36,0.36,0.12,,-0.05,1.16,-0.84,0.71 +48419,48419,"Shelby County, Texas",Texas,TX,Shelby,"Shelby County, TX",-0.85,-0.85,-0.85,,-0.95,-0.18,-0.77,-0.50 +48421,48421,"Sherman County, Texas",Texas,TX,Sherman,"Sherman County, TX",0.21,0.21,-0.20,,0.67,-0.06,-1.01,0.82 +48423,48423,"Smith County, Texas",Texas,TX,Smith,"Smith County, TX",-0.50,-0.50,-0.45,,0.13,-0.76,-0.40,-0.48 +48425,48425,"Somervell County, Texas",Texas,TX,Somervell,"Somervell County, TX",0.15,0.15,-0.25,,0.20,-0.18,-0.59,0.85 +48427,48427,"Starr County, Texas",Texas,TX,Starr,"Starr County, TX",-1.51,-1.51,-1.92,,-0.70,-1.64,-1.83,-0.19 +48429,48429,"Stephens County, Texas",Texas,TX,Stephens,"Stephens County, TX",-0.17,-0.17,-0.49,,0.14,-0.44,-0.76,0.47 +48431,48431,"Sterling County, Texas",Texas,TX,Sterling,"Sterling County, TX",0.09,0.09,0.03,,-0.78,1.05,-0.26,0.27 +48433,48433,"Stonewall County, Texas",Texas,TX,Stonewall,"Stonewall County, TX",,,,,,1.22,0.19,0.33 +48435,48435,"Sutton County, Texas",Texas,TX,Sutton,"Sutton County, TX",0.08,0.08,-0.13,,0.43,0.41,-1.08,0.37 +48437,48437,"Swisher County, Texas",Texas,TX,Swisher,"Swisher County, TX",-1.03,-1.03,-1.24,,-1.50,0.11,-1.34,-0.13 +48439,48439,"Tarrant County, Texas",Texas,TX,Tarrant,"Tarrant County, TX",-0.89,-0.89,-0.78,,-0.06,-1.19,-0.50,-0.86 +48441,48441,"Taylor County, Texas",Texas,TX,Taylor,"Taylor County, TX",-0.87,-0.87,-0.81,,-0.11,-0.79,-0.87,-0.75 +48443,48443,"Terrell County, Texas",Texas,TX,Terrell,"Terrell County, TX",,,,,,3.48,0.32,0.70 +48445,48445,"Terry County, Texas",Texas,TX,Terry,"Terry County, TX",-0.86,-0.86,-1.02,,-0.40,-0.71,-1.12,-0.25 +48447,48447,"Throckmorton County, Texas",Texas,TX,Throckmorton,"Throckmorton County, TX",0.42,0.42,0.14,,-0.85,1.59,-0.47,0.95 +48449,48449,"Titus County, Texas",Texas,TX,Titus,"Titus County, TX",-0.30,-0.30,-0.45,,0.72,-0.84,-0.85,-0.04 +48451,48451,"Tom Green County, Texas",Texas,TX,Tom Green,"Tom Green County, TX",-0.75,-0.75,-0.94,,0.03,-1.01,-1.07,-0.18 +48453,48453,"Travis County, Texas",Texas,TX,Travis,"Travis County, TX",-0.48,-0.48,-0.41,,0.10,-0.78,-0.26,-0.52 +48455,48455,"Trinity County, Texas",Texas,TX,Trinity,"Trinity County, TX",-0.53,-0.53,-0.81,,-0.49,-0.06,-1.21,0.22 +48457,48457,"Tyler County, Texas",Texas,TX,Tyler,"Tyler County, TX",-0.63,-0.63,-0.89,,0.41,-0.58,-1.71,-0.04 +48459,48459,"Upshur County, Texas",Texas,TX,Upshur,"Upshur County, TX",-0.29,-0.29,-0.31,,0.77,-0.96,-0.49,-0.30 +48461,48461,"Upton County, Texas",Texas,TX,Upton,"Upton County, TX",0.31,0.31,-0.19,,0.18,-0.01,-0.59,1.16 +48463,48463,"Uvalde County, Texas",Texas,TX,Uvalde,"Uvalde County, TX",-1.16,-1.16,-1.17,,-0.93,-0.56,-1.08,-0.72 +48465,48465,"Val Verde County, Texas",Texas,TX,Val Verde,"Val Verde County, TX",-0.51,-0.51,-0.99,,0.38,-1.31,-1.20,0.51 +48467,48467,"Van Zandt County, Texas",Texas,TX,Van Zandt,"Van Zandt County, TX",-0.13,-0.13,-0.36,,0.35,-0.86,-0.32,0.31 +48469,48469,"Victoria County, Texas",Texas,TX,Victoria,"Victoria County, TX",-1.23,-1.23,-0.96,,-0.45,-0.87,-0.82,-1.35 +48471,48471,"Walker County, Texas",Texas,TX,Walker,"Walker County, TX",-1.10,-1.10,-1.19,,0.52,-1.17,-1.87,-0.71 +48473,48473,"Waller County, Texas",Texas,TX,Waller,"Waller County, TX",-0.81,-0.81,-1.09,,0.67,-1.28,-1.71,-0.14 +48475,48475,"Ward County, Texas",Texas,TX,Ward,"Ward County, TX",-0.66,-0.66,-0.38,,1.02,-0.54,-1.25,-1.24 +48477,48477,"Washington County, Texas",Texas,TX,Washington,"Washington County, TX",-0.25,-0.25,-0.30,,-0.15,-0.26,-0.29,-0.08 +48479,48479,"Webb County, Texas",Texas,TX,Webb,"Webb County, TX",-1.50,-1.50,-1.56,,-0.35,-1.62,-1.43,-0.91 +48481,48481,"Wharton County, Texas",Texas,TX,Wharton,"Wharton County, TX",-0.84,-0.84,-0.69,,-0.40,-0.54,-0.61,-0.86 +48483,48483,"Wheeler County, Texas",Texas,TX,Wheeler,"Wheeler County, TX",0.25,0.25,-0.02,,0.24,0.42,-0.70,0.64 +48485,48485,"Wichita County, Texas",Texas,TX,Wichita,"Wichita County, TX",-0.93,-0.93,-0.89,,0.00,-0.81,-1.12,-0.76 +48487,48487,"Wilbarger County, Texas",Texas,TX,Wilbarger,"Wilbarger County, TX",-0.95,-0.95,-1.09,,-1.09,-0.23,-1.08,-0.27 +48489,48489,"Willacy County, Texas",Texas,TX,Willacy,"Willacy County, TX",-2.44,-2.44,-1.88,,-0.67,-1.31,-2.08,-2.81 +48491,48491,"Williamson County, Texas",Texas,TX,Williamson,"Williamson County, TX",0.15,0.15,-0.14,,1.16,-1.30,-0.19,0.51 +48493,48493,"Wilson County, Texas",Texas,TX,Wilson,"Wilson County, TX",-0.21,-0.21,-0.61,,0.07,-1.14,-0.32,0.64 +48495,48495,"Winkler County, Texas",Texas,TX,Winkler,"Winkler County, TX",-1.19,-1.19,-1.41,,-0.46,-0.65,-1.92,-0.38 +48497,48497,"Wise County, Texas",Texas,TX,Wise,"Wise County, TX",-0.03,-0.03,-0.35,,0.79,-0.94,-0.62,0.48 +48499,48499,"Wood County, Texas",Texas,TX,Wood,"Wood County, TX",-0.24,-0.24,-0.58,,-0.17,-0.51,-0.61,0.49 +48501,48501,"Yoakum County, Texas",Texas,TX,Yoakum,"Yoakum County, TX",-0.01,-0.01,-0.40,,1.25,-0.81,-1.24,0.53 +48503,48503,"Young County, Texas",Texas,TX,Young,"Young County, TX",0.28,0.28,0.14,,0.21,0.18,-0.12,0.43 +48505,48505,"Zapata County, Texas",Texas,TX,Zapata,"Zapata County, TX",-1.35,-1.35,-1.68,,-0.38,-1.47,-1.78,-0.29 +48507,48507,"Zavala County, Texas",Texas,TX,Zavala,"Zavala County, TX",-2.02,-2.02,-2.50,,-2.86,-1.40,-1.29,-0.08 +49001,49001,"Beaver County, Utah",Utah,UT,Beaver,"Beaver County, UT",0.96,0.96,0.81,,1.98,0.33,-0.49,0.66 +49003,49003,"Box Elder County, Utah",Utah,UT,Box Elder,"Box Elder County, UT",0.80,0.80,0.76,,1.73,0.15,-0.19,0.35 +49005,49005,"Cache County, Utah",Utah,UT,Cache,"Cache County, UT",1.21,1.21,0.98,,1.96,0.38,-0.16,0.98 +49007,49007,"Carbon County, Utah",Utah,UT,Carbon,"Carbon County, UT",0.40,0.40,0.46,,0.33,0.54,0.08,0.09 +49009,49009,"Daggett County, Utah",Utah,UT,Daggett,"Daggett County, UT",0.74,0.74,0.32,,1.25,0.76,-1.22,1.12 +49011,49011,"Davis County, Utah",Utah,UT,Davis,"Davis County, UT",1.08,1.08,0.97,,1.75,-0.01,0.36,0.72 +49013,49013,"Duchesne County, Utah",Utah,UT,Duchesne,"Duchesne County, UT",-0.37,-0.37,-0.31,,1.54,0.10,-2.16,-0.68 +49015,49015,"Emery County, Utah",Utah,UT,Emery,"Emery County, UT",0.69,0.69,0.40,,2.15,0.30,-1.43,0.68 +49017,49017,"Garfield County, Utah",Utah,UT,Garfield,"Garfield County, UT",0.16,,0.16,,0.88,0.97,-1.39, +49019,49019,"Grand County, Utah",Utah,UT,Grand,"Grand County, UT",0.41,0.41,0.52,,0.00,1.19,-0.09,0.02 +49021,49021,"Iron County, Utah",Utah,UT,Iron,"Iron County, UT",0.12,0.12,0.17,,1.14,0.31,-1.02,-0.23 +49023,49023,"Juab County, Utah",Utah,UT,Juab,"Juab County, UT",0.88,0.88,0.64,,1.18,-0.04,0.23,0.92 +49025,49025,"Kane County, Utah",Utah,UT,Kane,"Kane County, UT",-0.23,-0.23,-0.31,,-0.17,0.92,-1.37,-0.05 +49027,49027,"Millard County, Utah",Utah,UT,Millard,"Millard County, UT",0.84,0.84,0.96,,1.71,0.38,0.01,0.08 +49029,49029,"Morgan County, Utah",Utah,UT,Morgan,"Morgan County, UT",1.97,1.97,1.92,,2.66,0.30,1.18,1.11 +49031,49031,"Piute County, Utah",Utah,UT,Piute,"Piute County, UT",,,,,,-0.11,-0.95,0.70 +49033,49033,"Rich County, Utah",Utah,UT,Rich,"Rich County, UT",,,,,,1.22,-0.86,0.52 +49035,49035,"Salt Lake County, Utah",Utah,UT,Salt Lake,"Salt Lake County, UT",0.24,0.24,0.52,,0.90,0.25,-0.04,-0.54 +49037,49037,"San Juan County, Utah",Utah,UT,San Juan,"San Juan County, UT",-0.09,-0.09,-0.40,,-0.04,0.18,-1.00,0.51 +49039,49039,"Sanpete County, Utah",Utah,UT,Sanpete,"Sanpete County, UT",0.50,0.50,0.10,,1.56,0.30,-1.52,0.86 +49041,49041,"Sevier County, Utah",Utah,UT,Sevier,"Sevier County, UT",0.76,0.76,0.62,,1.35,0.40,-0.37,0.59 +49043,49043,"Summit County, Utah",Utah,UT,Summit,"Summit County, UT",1.18,1.18,1.23,,1.82,0.74,0.15,0.44 +49045,49045,"Tooele County, Utah",Utah,UT,Tooele,"Tooele County, UT",0.40,0.40,0.35,,1.31,-0.08,-0.44,0.14 +49047,49047,"Uintah County, Utah",Utah,UT,Uintah,"Uintah County, UT",0.51,0.51,0.45,,1.33,0.01,-0.35,0.25 +49049,49049,"Utah County, Utah",Utah,UT,Utah,"Utah County, UT",1.14,1.14,0.93,,2.08,0.18,-0.20,0.88 +49051,49051,"Wasatch County, Utah",Utah,UT,Wasatch,"Wasatch County, UT",1.52,1.52,1.53,,1.82,0.08,1.33,0.80 +49053,49053,"Washington County, Utah",Utah,UT,Washington,"Washington County, UT",0.46,0.46,0.29,,1.04,0.07,-0.48,0.48 +49055,49055,"Wayne County, Utah",Utah,UT,Wayne,"Wayne County, UT",1.71,1.71,1.71,,2.50,1.14,0.14,0.80 +49057,49057,"Weber County, Utah",Utah,UT,Weber,"Weber County, UT",0.18,0.18,0.14,,0.83,0.01,-0.52,0.06 +50001,50001,"Addison County, Vermont",Vermont,VT,Addison,"Addison County, VT",1.24,1.24,1.22,,0.59,1.43,0.58,0.80 +50003,50003,"Bennington County, Vermont",Vermont,VT,Bennington,"Bennington County, VT",0.70,0.70,0.69,,-0.55,1.64,0.33,0.58 +50005,50005,"Caledonia County, Vermont",Vermont,VT,Caledonia,"Caledonia County, VT",0.71,0.71,0.69,,-0.10,1.48,0.08,0.53 +50007,50007,"Chittenden County, Vermont",Vermont,VT,Chittenden,"Chittenden County, VT",1.25,1.25,1.31,,0.62,1.22,0.94,0.66 +50009,50009,"Essex County, Vermont",Vermont,VT,Essex,"Essex County, VT",0.32,0.32,-0.11,,-0.93,1.07,-0.43,1.18 +50011,50011,"Franklin County, Vermont",Vermont,VT,Franklin,"Franklin County, VT",0.73,0.73,0.70,,0.75,0.49,0.25,0.43 +50013,50013,"Grand Isle County, Vermont",Vermont,VT,Grand Isle,"Grand Isle County, VT",1.74,1.74,1.79,,0.80,1.27,1.68,1.02 +50015,50015,"Lamoille County, Vermont",Vermont,VT,Lamoille,"Lamoille County, VT",1.18,1.18,1.07,,0.36,1.54,0.38,0.98 +50017,50017,"Orange County, Vermont",Vermont,VT,Orange,"Orange County, VT",1.13,1.13,0.98,,0.26,1.56,0.27,1.04 +50019,50019,"Orleans County, Vermont",Vermont,VT,Orleans,"Orleans County, VT",0.44,0.44,0.31,,-0.48,1.38,-0.27,0.61 +50021,50021,"Rutland County, Vermont",Vermont,VT,Rutland,"Rutland County, VT",0.80,0.80,0.88,,0.14,1.33,0.38,0.36 +50023,50023,"Washington County, Vermont",Vermont,VT,Washington,"Washington County, VT",1.23,1.23,1.26,,-0.04,2.20,0.53,0.78 +50025,50025,"Windham County, Vermont",Vermont,VT,Windham,"Windham County, VT",0.88,0.88,1.07,,-0.36,2.24,0.38,0.26 +50027,50027,"Windsor County, Vermont",Vermont,VT,Windsor,"Windsor County, VT",1.26,1.26,1.32,,0.14,1.98,0.68,0.73 +51001,51001,"Accomack County, Virginia",Virginia,VA,Accomack,"Accomack County, VA",0.33,0.33,0.31,,-0.42,0.30,0.66,0.34 +51003,51003,"Albemarle County, Virginia",Virginia,VA,Albemarle,"Albemarle County, VA",1.12,1.12,1.08,,1.28,-0.35,1.31,0.68 +51005,51005,"Alleghany County, Virginia",Virginia,VA,Alleghany,"Alleghany County, VA",0.49,0.49,0.32,,0.18,-0.16,0.59,0.63 +51007,51007,"Amelia County, Virginia",Virginia,VA,Amelia,"Amelia County, VA",0.65,0.65,0.54,,-0.01,-0.14,1.17,0.68 +51009,51009,"Amherst County, Virginia",Virginia,VA,Amherst,"Amherst County, VA",0.58,0.58,0.37,,0.36,-0.30,0.64,0.77 +51011,51011,"Appomattox County, Virginia",Virginia,VA,Appomattox,"Appomattox County, VA",0.66,0.66,0.43,,-0.19,-0.07,1.06,0.94 +51013,51013,"Arlington County, Virginia",Virginia,VA,Arlington,"Arlington County, VA",1.05,1.05,1.12,,0.72,0.20,1.38,0.51 +51015,51015,"Augusta County, Virginia",Virginia,VA,Augusta,"Augusta County, VA",0.59,0.59,0.46,,0.68,-0.49,0.71,0.58 +51017,51017,"Bath County, Virginia",Virginia,VA,Bath,"Bath County, VA",0.66,0.66,0.39,,-1.00,1.47,0.29,1.12 +51019,51019,"Bedford County, Virginia",Virginia,VA,Bedford,"Bedford County, VA",0.94,0.94,0.78,,0.65,-0.28,1.20,0.89 +51021,51021,"Bland County, Virginia",Virginia,VA,Bland,"Bland County, VA",1.50,1.50,1.46,,1.48,1.11,0.57,0.91 +51023,51023,"Botetourt County, Virginia",Virginia,VA,Botetourt,"Botetourt County, VA",1.42,1.42,1.37,,1.62,-0.15,1.42,0.86 +51025,51025,"Brunswick County, Virginia",Virginia,VA,Brunswick,"Brunswick County, VA",-0.23,-0.23,-0.55,,-2.07,0.25,0.44,0.77 +51027,51027,"Buchanan County, Virginia",Virginia,VA,Buchanan,"Buchanan County, VA",0.30,0.30,0.20,,0.36,-0.08,0.10,0.35 +51029,51029,"Buckingham County, Virginia",Virginia,VA,Buckingham,"Buckingham County, VA",0.04,0.04,-0.14,,-0.42,-0.24,0.25,0.43 +51031,51031,"Campbell County, Virginia",Virginia,VA,Campbell,"Campbell County, VA",0.47,0.47,0.36,,0.30,-0.48,0.84,0.52 +51033,51033,"Caroline County, Virginia",Virginia,VA,Caroline,"Caroline County, VA",0.07,0.07,-0.16,,-0.65,-0.56,0.70,0.61 +51035,51035,"Carroll County, Virginia",Virginia,VA,Carroll,"Carroll County, VA",0.31,0.31,0.06,,-0.05,-0.32,0.41,0.72 +51036,51036,"Charles City County, Virginia",Virginia,VA,Charles City,"Charles City County, VA",0.16,0.16,0.01,,-1.15,-0.40,1.35,0.62 +51037,51037,"Charlotte County, Virginia",Virginia,VA,Charlotte,"Charlotte County, VA",-0.27,-0.27,-0.40,,-2.39,0.55,0.77,0.41 +51041,51041,"Chesterfield County, Virginia",Virginia,VA,Chesterfield,"Chesterfield County, VA",0.66,0.66,0.58,,0.26,-0.57,1.41,0.61 +51043,51043,"Clarke County, Virginia",Virginia,VA,Clarke,"Clarke County, VA",0.81,0.81,0.69,,-0.67,0.57,1.41,0.92 +51045,51045,"Craig County, Virginia",Virginia,VA,Craig,"Craig County, VA",0.64,0.64,0.47,,0.32,0.16,0.46,0.74 +51047,51047,"Culpeper County, Virginia",Virginia,VA,Culpeper,"Culpeper County, VA",0.47,0.47,0.37,,0.23,-0.19,0.65,0.50 +51049,51049,"Cumberland County, Virginia",Virginia,VA,Cumberland,"Cumberland County, VA",-0.37,-0.37,-0.56,,-1.95,-0.44,0.95,0.43 +51051,51051,"Dickenson County, Virginia",Virginia,VA,Dickenson,"Dickenson County, VA",0.49,0.49,0.31,,0.78,-0.56,0.39,0.56 +51053,51053,"Dinwiddie County, Virginia",Virginia,VA,Dinwiddie,"Dinwiddie County, VA",-0.44,-0.44,-0.53,,-1.42,-0.71,0.78,0.11 +51057,51057,"Essex County, Virginia",Virginia,VA,Essex,"Essex County, VA",-0.41,-0.41,-0.47,,-1.88,0.07,0.59,0.12 +51059,51059,"Fairfax County, Virginia",Virginia,VA,Fairfax,"Fairfax County, VA",1.27,1.27,1.22,,1.34,-0.30,1.49,0.81 +51061,51061,"Fauquier County, Virginia",Virginia,VA,Fauquier,"Fauquier County, VA",1.31,1.31,1.26,,1.14,0.09,1.40,0.86 +51063,51063,"Floyd County, Virginia",Virginia,VA,Floyd,"Floyd County, VA",,,,,,0.59,0.91,0.92 +51065,51065,"Fluvanna County, Virginia",Virginia,VA,Fluvanna,"Fluvanna County, VA",0.71,0.71,0.49,,0.48,-0.51,0.97,0.88 +51067,51067,"Franklin County, Virginia",Virginia,VA,Franklin,"Franklin County, VA",0.57,0.57,0.43,,0.46,-0.28,0.66,0.60 +51069,51069,"Frederick County, Virginia",Virginia,VA,Frederick,"Frederick County, VA",0.78,0.78,0.63,,0.98,-0.56,0.86,0.71 +51071,51071,"Giles County, Virginia",Virginia,VA,Giles,"Giles County, VA",0.47,0.47,0.37,,-0.61,0.52,0.77,0.62 +51073,51073,"Gloucester County, Virginia",Virginia,VA,Gloucester,"Gloucester County, VA",0.86,0.86,0.75,,0.73,-0.27,1.06,0.72 +51075,51075,"Goochland County, Virginia",Virginia,VA,Goochland,"Goochland County, VA",1.67,1.67,1.70,,1.71,0.00,1.87,0.88 +51077,51077,"Grayson County, Virginia",Virginia,VA,Grayson,"Grayson County, VA",0.60,0.60,0.44,,0.16,0.27,0.44,0.71 +51079,51079,"Greene County, Virginia",Virginia,VA,Greene,"Greene County, VA",1.00,1.00,0.90,,1.23,-0.38,1.01,0.74 +51081,51081,"Greensville County, Virginia",Virginia,VA,Greensville,"Greensville County, VA",0.00,0.00,-0.21,,-0.61,0.19,-0.11,0.49 +51083,51083,"Halifax County, Virginia",Virginia,VA,Halifax,"Halifax County, VA",0.42,0.42,0.46,,-0.12,0.20,0.80,0.23 +51085,51085,"Hanover County, Virginia",Virginia,VA,Hanover,"Hanover County, VA",1.41,1.41,1.49,,1.47,-0.28,1.90,0.64 +51087,51087,"Henrico County, Virginia",Virginia,VA,Henrico,"Henrico County, VA",0.49,0.49,0.49,,-0.16,-0.23,1.29,0.37 +51089,51089,"Henry County, Virginia",Virginia,VA,Henry,"Henry County, VA",-0.40,-0.40,-0.31,,-1.01,-0.46,0.64,-0.32 +51091,51091,"Highland County, Virginia",Virginia,VA,Highland,"Highland County, VA",2.27,2.27,2.45,,0.45,4.23,0.65,1.11 +51093,51093,"Isle of Wight County, Virginia",Virginia,VA,Isle of Wight,"Isle of Wight County, VA",0.87,0.87,0.89,,0.33,-0.13,1.58,0.52 +51095,51095,"James City County, Virginia",Virginia,VA,James City,"James City County, VA",1.18,1.18,1.16,,1.03,-0.30,1.65,0.73 +51097,51097,"King and Queen County, Virginia",Virginia,VA,King and Queen,"King and Queen County, VA",0.71,0.71,0.63,,-0.09,0.08,1.23,0.69 +51099,51099,"King George County, Virginia",Virginia,VA,King George,"King George County, VA",0.80,0.80,0.66,,0.94,-0.46,0.87,0.69 +51101,51101,"King William County, Virginia",Virginia,VA,King William,"King William County, VA",1.12,1.12,1.00,,0.70,-0.14,1.48,0.95 +51103,51103,"Lancaster County, Virginia",Virginia,VA,Lancaster,"Lancaster County, VA",0.63,0.63,0.62,,-1.83,1.66,1.33,0.73 +51105,51105,"Lee County, Virginia",Virginia,VA,Lee,"Lee County, VA",0.01,0.01,-0.25,,0.04,0.29,-0.86,0.48 +51107,51107,"Loudoun County, Virginia",Virginia,VA,Loudoun,"Loudoun County, VA",1.49,1.49,1.46,,1.96,-0.55,1.67,0.83 +51109,51109,"Louisa County, Virginia",Virginia,VA,Louisa,"Louisa County, VA",0.66,0.66,0.59,,0.70,-0.24,0.73,0.49 +51111,51111,"Lunenburg County, Virginia",Virginia,VA,Lunenburg,"Lunenburg County, VA",-0.09,-0.09,-0.26,,-1.09,-0.15,0.53,0.42 +51113,51113,"Madison County, Virginia",Virginia,VA,Madison,"Madison County, VA",,,,,,0.36,0.96,0.84 +51115,51115,"Mathews County, Virginia",Virginia,VA,Mathews,"Mathews County, VA",,,,,,0.62,1.50,1.04 +51117,51117,"Mecklenburg County, Virginia",Virginia,VA,Mecklenburg,"Mecklenburg County, VA",-0.04,-0.04,0.01,,-0.97,0.39,0.47,0.00 +51119,51119,"Middlesex County, Virginia",Virginia,VA,Middlesex,"Middlesex County, VA",0.47,0.47,0.45,,-0.81,0.54,1.09,0.49 +51121,51121,"Montgomery County, Virginia",Virginia,VA,Montgomery,"Montgomery County, VA",0.70,0.70,0.54,,0.91,-0.08,0.30,0.66 +51125,51125,"Nelson County, Virginia",Virginia,VA,Nelson,"Nelson County, VA",0.55,0.55,0.45,,-1.32,0.75,1.34,0.79 +51127,51127,"New Kent County, Virginia",Virginia,VA,New Kent,"New Kent County, VA",0.88,0.88,0.87,,1.02,-0.48,1.23,0.50 +51131,51131,"Northampton County, Virginia",Virginia,VA,Northampton,"Northampton County, VA",-0.02,-0.02,-0.20,,-2.02,0.76,0.65,0.62 +51133,51133,"Northumberland County, Virginia",Virginia,VA,Northumberland,"Northumberland County, VA",0.87,0.87,0.86,,-0.16,0.58,1.29,0.65 +51135,51135,"Nottoway County, Virginia",Virginia,VA,Nottoway,"Nottoway County, VA",-0.13,-0.13,-0.14,,-1.02,0.23,0.36,0.07 +51137,51137,"Orange County, Virginia",Virginia,VA,Orange,"Orange County, VA",0.36,0.36,0.12,,-0.50,-0.10,0.73,0.80 +51139,51139,"Page County, Virginia",Virginia,VA,Page,"Page County, VA",0.32,0.32,0.14,,-0.22,0.11,0.33,0.61 +51141,51141,"Patrick County, Virginia",Virginia,VA,Patrick,"Patrick County, VA",0.81,0.81,0.71,,0.44,0.42,0.61,0.69 +51143,51143,"Pittsylvania County, Virginia",Virginia,VA,Pittsylvania,"Pittsylvania County, VA",0.41,0.41,0.13,,-0.26,-0.48,0.89,0.89 +51145,51145,"Powhatan County, Virginia",Virginia,VA,Powhatan,"Powhatan County, VA",1.39,1.39,1.29,,1.75,-0.54,1.49,0.93 +51147,51147,"Prince Edward County, Virginia",Virginia,VA,Prince Edward,"Prince Edward County, VA",0.20,0.20,0.10,,-0.02,0.23,-0.04,0.31 +51149,51149,"Prince George County, Virginia",Virginia,VA,Prince George,"Prince George County, VA",0.32,0.32,0.04,,0.47,-0.81,0.34,0.72 +51153,51153,"Prince William County, Virginia",Virginia,VA,Prince William,"Prince William County, VA",0.66,0.66,0.61,,1.01,-0.83,1.04,0.42 +51155,51155,"Pulaski County, Virginia",Virginia,VA,Pulaski,"Pulaski County, VA",0.17,0.17,0.18,,0.14,-0.16,0.31,0.08 +51157,51157,"Rappahannock County, Virginia",Virginia,VA,Rappahannock,"Rappahannock County, VA",1.34,1.34,1.28,,0.76,0.62,1.28,0.97 +51159,51159,"Richmond County, Virginia",Virginia,VA,Richmond,"Richmond County, VA",,,,,,0.15,-0.02,0.93 +51161,51161,"Roanoke County, Virginia",Virginia,VA,Roanoke,"Roanoke County, VA",0.82,0.82,0.86,,0.67,-0.37,1.42,0.42 +51163,51163,"Rockbridge County, Virginia",Virginia,VA,Rockbridge,"Rockbridge County, VA",0.67,0.67,0.48,,0.68,-0.36,0.63,0.75 +51165,51165,"Rockingham County, Virginia",Virginia,VA,Rockingham,"Rockingham County, VA",0.92,0.92,0.75,,1.07,-0.28,0.76,0.82 +51167,51167,"Russell County, Virginia",Virginia,VA,Russell,"Russell County, VA",0.40,0.40,0.33,,0.33,-0.17,0.48,0.36 +51169,51169,"Scott County, Virginia",Virginia,VA,Scott,"Scott County, VA",0.93,0.93,0.82,,1.19,0.14,0.41,0.69 +51171,51171,"Shenandoah County, Virginia",Virginia,VA,Shenandoah,"Shenandoah County, VA",0.64,0.64,0.57,,0.32,0.34,0.50,0.52 +51173,51173,"Smyth County, Virginia",Virginia,VA,Smyth,"Smyth County, VA",0.13,0.13,-0.04,,-0.16,0.10,-0.09,0.45 +51175,51175,"Southampton County, Virginia",Virginia,VA,Southampton,"Southampton County, VA",0.05,0.05,-0.12,,-1.10,-0.19,0.84,0.55 +51177,51177,"Spotsylvania County, Virginia",Virginia,VA,Spotsylvania,"Spotsylvania County, VA",0.51,0.51,0.47,,0.98,-0.81,0.77,0.28 +51179,51179,"Stafford County, Virginia",Virginia,VA,Stafford,"Stafford County, VA",0.74,0.74,0.67,,1.21,-0.74,0.89,0.48 +51181,51181,"Surry County, Virginia",Virginia,VA,Surry,"Surry County, VA",0.63,0.63,0.85,,-0.61,0.49,1.76,0.11 +51183,51183,"Sussex County, Virginia",Virginia,VA,Sussex,"Sussex County, VA",0.07,0.07,-0.18,,-0.43,-0.07,0.02,0.59 +51185,51185,"Tazewell County, Virginia",Virginia,VA,Tazewell,"Tazewell County, VA",0.65,0.65,0.60,,0.79,0.18,0.29,0.42 +51187,51187,"Warren County, Virginia",Virginia,VA,Warren,"Warren County, VA",0.33,0.33,0.11,,-0.03,-0.29,0.46,0.69 +51191,51191,"Washington County, Virginia",Virginia,VA,Washington,"Washington County, VA",0.55,0.55,0.41,,0.28,0.00,0.53,0.61 +51193,51193,"Westmoreland County, Virginia",Virginia,VA,Westmoreland,"Westmoreland County, VA",0.06,0.06,-0.12,,-0.78,-0.04,0.45,0.52 +51195,51195,"Wise County, Virginia",Virginia,VA,Wise,"Wise County, VA",0.19,0.19,0.10,,0.46,-0.06,-0.21,0.21 +51197,51197,"Wythe County, Virginia",Virginia,VA,Wythe,"Wythe County, VA",0.87,0.87,0.77,,0.70,0.42,0.49,0.69 +51199,51199,"York County, Virginia",Virginia,VA,York,"York County, VA",0.98,0.98,0.94,,1.23,-0.64,1.34,0.60 +51510,51510,"Alexandria city, Virginia",Virginia,VA,Alexandria City,"Alexandria city, VA",0.95,0.95,1.11,,-0.04,0.97,1.33,0.36 +51520,51520,"Bristol city, Virginia",Virginia,VA,Bristol City,"Bristol city, VA",-0.61,-0.61,-0.50,,-1.69,0.30,0.17,-0.42 +51530,51530,"Buena Vista city, Virginia",Virginia,VA,Buena Vista City,"Buena Vista city, VA",0.37,0.37,0.13,,0.35,0.12,-0.22,0.68 +51540,51540,"Charlottesville city, Virginia",Virginia,VA,Charlottesville City,"Charlottesville city, VA",0.43,0.43,1.11,,-0.14,1.81,0.67,-1.08 +51550,51550,"Chesapeake city, Virginia",Virginia,VA,Chesapeake City,"Chesapeake city, VA",-0.06,-0.06,0.25,,0.09,-0.60,0.92,-0.67 +51570,51570,"Colonial Heights city, Virginia",Virginia,VA,Colonial Heights City,"Colonial Heights city, VA",0.24,0.24,0.33,,-0.09,-0.21,0.88,0.02 +51580,51580,"Covington city, Virginia",Virginia,VA,Covington City,"Covington city, VA",1.12,1.12,1.30,,0.03,2.52,0.26,0.38 +51590,51590,"Danville city, Virginia",Virginia,VA,Danville City,"Danville city, VA",-0.64,-0.64,-0.39,,-2.05,0.42,0.59,-0.64 +51595,51595,"Emporia city, Virginia",Virginia,VA,Emporia City,"Emporia city, VA",-1.43,-1.43,-1.07,,-2.74,-0.47,0.65,-1.32 +51600,51600,"Fairfax city, Virginia",Virginia,VA,Fairfax City,"Fairfax city, VA",2.15,2.15,2.41,,1.37,2.28,1.52,0.79 +51610,51610,"Falls Church city, Virginia",Virginia,VA,Falls Church City,"Falls Church city, VA",1.71,1.71,1.93,,1.43,0.98,1.67,0.57 +51620,51620,"Franklin city, Virginia",Virginia,VA,Franklin City,"Franklin city, VA",-0.63,-0.63,-0.32,,-2.70,0.90,0.89,-0.69 +51630,51630,"Fredericksburg city, Virginia",Virginia,VA,Fredericksburg City,"Fredericksburg city, VA",-0.23,-0.23,0.26,,-0.99,1.38,0.08,-1.01 +51640,51640,"Galax city, Virginia",Virginia,VA,Galax City,"Galax city, VA",-0.07,-0.07,0.18,,-0.73,1.34,-0.27,-0.48 +51650,51650,"Hampton city, Virginia",Virginia,VA,Hampton City,"Hampton city, VA",-0.58,-0.58,-0.66,,-1.73,-0.43,0.54,0.02 +51660,51660,"Harrisonburg city, Virginia",Virginia,VA,Harrisonburg City,"Harrisonburg city, VA",-0.48,-0.48,-0.68,,-1.00,0.18,-0.71,0.19 +51670,51670,"Hopewell city, Virginia",Virginia,VA,Hopewell City,"Hopewell city, VA",-0.93,-0.93,-0.71,,-1.71,-0.34,0.33,-0.85 +51678,51678,"Lexington city, Virginia",Virginia,VA,Lexington City,"Lexington city, VA",,,,,,5.19,-0.63,0.90 +51680,51680,"Lynchburg city, Virginia",Virginia,VA,Lynchburg City,"Lynchburg city, VA",-0.46,-0.46,-0.11,,-1.06,0.22,0.46,-0.88 +51683,51683,"Manassas city, Virginia",Virginia,VA,Manassas City,"Manassas city, VA",0.32,0.32,0.59,,0.58,-0.16,0.76,-0.40 +51685,51685,"Manassas Park city, Virginia",Virginia,VA,Manassas Park City,"Manassas Park city, VA",0.40,0.40,0.17,,0.90,-1.10,0.49,0.61 +51690,51690,"Martinsville city, Virginia",Virginia,VA,Martinsville City,"Martinsville city, VA",-0.22,-0.22,0.18,,-2.32,2.08,0.47,-0.62 +51700,51700,"Newport News city, Virginia",Virginia,VA,Newport News City,"Newport News city, VA",-0.78,-0.78,-0.50,,-1.01,-0.54,0.32,-0.97 +51710,51710,"Norfolk city, Virginia",Virginia,VA,Norfolk City,"Norfolk city, VA",-1.34,-1.34,-0.93,,-1.27,-0.29,-0.54,-1.62 +51720,51720,"Norton city, Virginia",Virginia,VA,Norton City,"Norton city, VA",0.05,0.05,0.05,,-0.80,0.85,-0.03,0.13 +51730,51730,"Petersburg city, Virginia",Virginia,VA,Petersburg City,"Petersburg city, VA",-1.65,-1.65,-1.09,,-3.56,0.67,0.30,-1.77 +51735,51735,"Poquoson city, Virginia",Virginia,VA,Poquoson City,"Poquoson city, VA",1.47,1.47,1.53,,1.61,-0.20,1.79,0.68 +51740,51740,"Portsmouth city, Virginia",Virginia,VA,Portsmouth City,"Portsmouth city, VA",-1.29,-1.29,-0.76,,-2.03,-0.42,0.60,-1.67 +51750,51750,"Radford city, Virginia",Virginia,VA,Radford City,"Radford city, VA",-0.80,-0.80,-0.30,,0.17,0.23,-1.02,-1.63 +51760,51760,"Richmond city, Virginia",Virginia,VA,Richmond City,"Richmond city, VA",-1.50,-1.50,-0.86,,-2.46,0.06,0.34,-1.99 +51770,51770,"Roanoke city, Virginia",Virginia,VA,Roanoke City,"Roanoke city, VA",-0.83,-0.83,-0.47,,-1.52,0.19,0.17,-1.09 +51775,51775,"Salem city, Virginia",Virginia,VA,Salem City,"Salem city, VA",0.74,0.74,0.58,,-0.01,0.40,0.76,0.84 +51790,51790,"Staunton city, Virginia",Virginia,VA,Staunton City,"Staunton city, VA",0.35,0.35,0.32,,-0.65,0.79,0.44,0.38 +51800,51800,"Suffolk city, Virginia",Virginia,VA,Suffolk City,"Suffolk city, VA",0.01,0.01,0.19,,-0.35,-0.47,1.06,-0.30 +51810,51810,"Virginia Beach city, Virginia",Virginia,VA,Virginia Beach City,"Virginia Beach city, VA",0.19,0.19,0.04,,0.08,-0.65,0.54,0.44 +51820,51820,"Waynesboro city, Virginia",Virginia,VA,Waynesboro City,"Waynesboro city, VA",-0.15,-0.15,-0.15,,-1.16,0.34,0.36,0.06 +51830,51830,"Williamsburg city, Virginia",Virginia,VA,Williamsburg City,"Williamsburg city, VA",0.42,0.42,0.36,,-0.30,0.36,0.61,0.46 +51840,51840,"Winchester city, Virginia",Virginia,VA,Winchester City,"Winchester city, VA",-0.17,-0.17,-0.03,,-1.11,0.77,0.16,-0.24 +53001,53001,"Adams County, Washington",Washington,WA,Adams,"Adams County, WA",0.41,0.41,0.62,,0.82,0.59,-0.08,-0.28 +53003,53003,"Asotin County, Washington",Washington,WA,Asotin,"Asotin County, WA",-0.09,-0.09,-0.08,,-1.04,0.44,0.32,0.06 +53005,53005,"Benton County, Washington",Washington,WA,Benton,"Benton County, WA",0.33,0.33,0.36,,-0.02,-0.09,0.78,0.16 +53007,53007,"Chelan County, Washington",Washington,WA,Chelan,"Chelan County, WA",0.71,0.71,0.66,,0.48,0.49,0.41,0.50 +53009,53009,"Clallam County, Washington",Washington,WA,Clallam,"Clallam County, WA",0.38,0.38,0.58,,-0.30,0.43,1.00,-0.09 +53011,53011,"Clark County, Washington",Washington,WA,Clark,"Clark County, WA",0.44,0.44,0.45,,0.62,-0.32,0.61,0.19 +53013,53013,"Columbia County, Washington",Washington,WA,Columbia,"Columbia County, WA",1.43,1.43,1.52,,-0.16,2.27,1.10,0.84 +53015,53015,"Cowlitz County, Washington",Washington,WA,Cowlitz,"Cowlitz County, WA",0.07,0.07,0.24,,-0.06,0.01,0.47,-0.29 +53017,53017,"Douglas County, Washington",Washington,WA,Douglas,"Douglas County, WA",0.27,0.27,-0.02,,-0.17,-0.26,0.30,0.78 +53019,53019,"Ferry County, Washington",Washington,WA,Ferry,"Ferry County, WA",-0.03,-0.03,-0.21,,-1.15,1.06,-0.42,0.47 +53021,53021,"Franklin County, Washington",Washington,WA,Franklin,"Franklin County, WA",-0.05,-0.05,-0.11,,0.08,-0.32,-0.06,0.04 +53023,53023,"Garfield County, Washington",Washington,WA,Garfield,"Garfield County, WA",1.38,1.38,1.62,,0.99,1.38,1.07,0.35 +53025,53025,"Grant County, Washington",Washington,WA,Grant,"Grant County, WA",0.07,0.07,0.18,,0.34,0.08,-0.08,-0.24 +53027,53027,"Grays Harbor County, Washington",Washington,WA,Grays Harbor,"Grays Harbor County, WA",-0.16,-0.16,-0.24,,-0.98,0.40,-0.03,0.18 +53029,53029,"Island County, Washington",Washington,WA,Island,"Island County, WA",1.04,1.04,0.98,,0.97,0.24,0.85,0.69 +53031,53031,"Jefferson County, Washington",Washington,WA,Jefferson,"Jefferson County, WA",1.15,1.15,1.53,,0.42,1.06,1.70,0.00 +53033,53033,"King County, Washington",Washington,WA,King,"King County, WA",0.54,0.54,0.90,,0.78,0.09,0.99,-0.45 +53035,53035,"Kitsap County, Washington",Washington,WA,Kitsap,"Kitsap County, WA",0.43,0.43,0.58,,0.66,-0.02,0.55,-0.12 +53037,53037,"Kittitas County, Washington",Washington,WA,Kittitas,"Kittitas County, WA",0.45,0.45,0.26,,0.12,0.54,-0.13,0.67 +53039,53039,"Klickitat County, Washington",Washington,WA,Klickitat,"Klickitat County, WA",1.00,1.00,0.91,,0.37,0.83,0.71,0.82 +53041,53041,"Lewis County, Washington",Washington,WA,Lewis,"Lewis County, WA",0.35,0.35,0.35,,-0.07,0.33,0.40,0.25 +53043,53043,"Lincoln County, Washington",Washington,WA,Lincoln,"Lincoln County, WA",1.68,1.68,1.75,,1.30,1.77,0.70,0.84 +53045,53045,"Mason County, Washington",Washington,WA,Mason,"Mason County, WA",-0.22,-0.22,-0.28,,-0.85,0.00,0.14,0.08 +53047,53047,"Okanogan County, Washington",Washington,WA,Okanogan,"Okanogan County, WA",0.24,0.24,0.17,,-0.06,0.81,-0.40,0.29 +53049,53049,"Pacific County, Washington",Washington,WA,Pacific,"Pacific County, WA",0.42,0.42,0.33,,-0.51,1.11,0.05,0.52 +53051,53051,"Pend Oreille County, Washington",Washington,WA,Pend Oreille,"Pend Oreille County, WA",0.44,0.44,0.25,,-0.06,0.47,0.08,0.68 +53053,53053,"Pierce County, Washington",Washington,WA,Pierce,"Pierce County, WA",-0.23,-0.23,0.15,,0.24,-0.20,0.22,-0.98 +53055,53055,"San Juan County, Washington",Washington,WA,San Juan,"San Juan County, WA",1.23,1.23,1.25,,-0.68,2.60,0.72,0.89 +53057,53057,"Skagit County, Washington",Washington,WA,Skagit,"Skagit County, WA",0.46,0.46,0.51,,-0.08,0.24,0.83,0.21 +53059,53059,"Skamania County, Washington",Washington,WA,Skamania,"Skamania County, WA",0.32,0.32,0.13,,-0.12,0.01,0.31,0.60 +53061,53061,"Snohomish County, Washington",Washington,WA,Snohomish,"Snohomish County, WA",0.54,0.54,0.54,,0.70,-0.30,0.68,0.28 +53063,53063,"Spokane County, Washington",Washington,WA,Spokane,"Spokane County, WA",0.11,0.11,0.43,,0.26,-0.05,0.64,-0.61 +53065,53065,"Stevens County, Washington",Washington,WA,Stevens,"Stevens County, WA",0.92,0.92,0.84,,0.33,0.48,0.92,0.76 +53067,53067,"Thurston County, Washington",Washington,WA,Thurston,"Thurston County, WA",0.46,0.46,0.51,,0.31,0.01,0.68,0.16 +53069,53069,"Wahkiakum County, Washington",Washington,WA,Wahkiakum,"Wahkiakum County, WA",,,,,,1.42,1.04,0.97 +53071,53071,"Walla Walla County, Washington",Washington,WA,Walla Walla,"Walla Walla County, WA",0.45,0.45,0.51,,0.12,0.51,0.41,0.16 +53073,53073,"Whatcom County, Washington",Washington,WA,Whatcom,"Whatcom County, WA",0.76,0.76,0.86,,0.68,0.12,0.98,0.23 +53075,53075,"Whitman County, Washington",Washington,WA,Whitman,"Whitman County, WA",0.60,0.60,0.47,,0.95,0.56,-0.46,0.51 +53077,53077,"Yakima County, Washington",Washington,WA,Yakima,"Yakima County, WA",-0.30,-0.30,-0.24,,-0.59,-0.13,0.11,-0.27 +54001,54001,"Barbour County, West Virginia",West Virginia,WV,Barbour,"Barbour County, WV",-0.17,-0.17,-0.26,,0.25,0.24,-1.03,-0.03 +54003,54003,"Berkeley County, West Virginia",West Virginia,WV,Berkeley,"Berkeley County, WV",-0.28,-0.28,-0.51,,0.00,-0.96,-0.21,0.24 +54005,54005,"Boone County, West Virginia",West Virginia,WV,Boone,"Boone County, WV",-0.28,-0.28,-0.40,,0.02,-0.59,-0.33,0.00 +54007,54007,"Braxton County, West Virginia",West Virginia,WV,Braxton,"Braxton County, WV",0.13,0.13,0.00,,1.07,0.18,-1.17,0.12 +54009,54009,"Brooke County, West Virginia",West Virginia,WV,Brooke,"Brooke County, WV",0.10,0.10,-0.26,,0.31,-0.60,-0.32,0.71 +54011,54011,"Cabell County, West Virginia",West Virginia,WV,Cabell,"Cabell County, WV",-0.58,-0.58,-0.74,,-0.40,-0.41,-0.82,-0.08 +54013,54013,"Calhoun County, West Virginia",West Virginia,WV,Calhoun,"Calhoun County, WV",-0.26,,-0.26,,1.44,-0.36,-1.55, +54015,54015,"Clay County, West Virginia",West Virginia,WV,Clay,"Clay County, WV",-0.60,,-0.60,,-0.49,-0.22,-0.63, +54017,54017,"Doddridge County, West Virginia",West Virginia,WV,Doddridge,"Doddridge County, WV",0.26,0.26,-0.19,,0.89,0.19,-1.42,0.91 +54019,54019,"Fayette County, West Virginia",West Virginia,WV,Fayette,"Fayette County, WV",-0.93,-0.93,-1.12,,-0.75,-0.34,-1.35,-0.20 +54021,54021,"Gilmer County, West Virginia",West Virginia,WV,Gilmer,"Gilmer County, WV",-0.28,-0.28,-0.16,,0.43,0.18,-0.92,-0.54 +54023,54023,"Grant County, West Virginia",West Virginia,WV,Grant,"Grant County, WV",-0.22,-0.22,-0.50,,-0.71,0.28,-0.70,0.49 +54025,54025,"Greenbrier County, West Virginia",West Virginia,WV,Greenbrier,"Greenbrier County, WV",0.01,0.01,-0.39,,-0.32,0.36,-0.89,0.82 +54027,54027,"Hampshire County, West Virginia",West Virginia,WV,Hampshire,"Hampshire County, WV",-1.13,-1.13,-1.20,,-1.16,-0.05,-1.42,-0.52 +54029,54029,"Hancock County, West Virginia",West Virginia,WV,Hancock,"Hancock County, WV",-0.20,-0.20,-0.59,,-1.05,-0.31,-0.04,0.78 +54031,54031,"Hardy County, West Virginia",West Virginia,WV,Hardy,"Hardy County, WV",-0.67,-0.67,-0.64,,-1.30,0.75,-0.87,-0.38 +54033,54033,"Harrison County, West Virginia",West Virginia,WV,Harrison,"Harrison County, WV",-0.14,-0.14,-0.19,,0.16,-0.17,-0.43,-0.05 +54035,54035,"Jackson County, West Virginia",West Virginia,WV,Jackson,"Jackson County, WV",0.03,0.03,-0.17,,0.32,-0.37,-0.36,0.36 +54037,54037,"Jefferson County, West Virginia",West Virginia,WV,Jefferson,"Jefferson County, WV",0.19,0.19,0.00,,0.26,-0.51,0.17,0.47 +54039,54039,"Kanawha County, West Virginia",West Virginia,WV,Kanawha,"Kanawha County, WV",-0.90,-0.90,-0.53,,-0.82,-0.11,-0.31,-1.28 +54041,54041,"Lewis County, West Virginia",West Virginia,WV,Lewis,"Lewis County, WV",0.16,0.16,-0.08,,-0.51,0.30,-0.04,0.64 +54043,54043,"Lincoln County, West Virginia",West Virginia,WV,Lincoln,"Lincoln County, WV",-0.94,,-0.94,,0.10,-0.75,-1.37, +54045,54045,"Logan County, West Virginia",West Virginia,WV,Logan,"Logan County, WV",-1.11,-1.11,-0.91,,0.04,-0.62,-1.37,-1.24 +54047,54047,"McDowell County, West Virginia",West Virginia,WV,McDowell,"McDowell County, WV",-1.21,-1.21,-1.29,,-0.74,0.15,-2.14,-0.66 +54049,54049,"Marion County, West Virginia",West Virginia,WV,Marion,"Marion County, WV",-0.10,-0.10,-0.15,,0.29,-0.19,-0.46,-0.02 +54051,54051,"Marshall County, West Virginia",West Virginia,WV,Marshall,"Marshall County, WV",0.03,0.03,0.03,,0.62,-0.26,-0.32,-0.09 +54053,54053,"Mason County, West Virginia",West Virginia,WV,Mason,"Mason County, WV",-0.15,-0.15,-0.57,,0.06,-0.45,-0.85,0.68 +54055,54055,"Mercer County, West Virginia",West Virginia,WV,Mercer,"Mercer County, WV",-0.94,-0.94,-0.91,,-0.75,-0.23,-1.03,-0.65 +54057,54057,"Mineral County, West Virginia",West Virginia,WV,Mineral,"Mineral County, WV",-0.45,-0.45,-0.55,,-0.64,-0.17,-0.46,-0.06 +54059,54059,"Mingo County, West Virginia",West Virginia,WV,Mingo,"Mingo County, WV",-0.76,-0.76,-0.88,,-0.16,-0.35,-1.37,-0.32 +54061,54061,"Monongalia County, West Virginia",West Virginia,WV,Monongalia,"Monongalia County, WV",-0.53,-0.53,-0.64,,-0.02,-0.53,-0.86,-0.20 +54063,54063,"Monroe County, West Virginia",West Virginia,WV,Monroe,"Monroe County, WV",0.43,0.43,0.22,,0.63,0.81,-0.92,0.59 +54065,54065,"Morgan County, West Virginia",West Virginia,WV,Morgan,"Morgan County, WV",-0.06,-0.06,-0.08,,0.70,-0.27,-0.61,-0.14 +54067,54067,"Nicholas County, West Virginia",West Virginia,WV,Nicholas,"Nicholas County, WV",-1.27,-1.27,-0.40,,-0.33,-0.11,-0.47,-2.62 +54069,54069,"Ohio County, West Virginia",West Virginia,WV,Ohio,"Ohio County, WV",-0.95,-0.95,-0.27,,-1.16,0.59,-0.11,-1.89 +54071,54071,"Pendleton County, West Virginia",West Virginia,WV,Pendleton,"Pendleton County, WV",0.99,,0.99,,1.16,1.79,-0.71, +54073,54073,"Pleasants County, West Virginia",West Virginia,WV,Pleasants,"Pleasants County, WV",0.06,0.06,-0.23,,-0.77,0.43,-0.22,0.70 +54075,54075,"Pocahontas County, West Virginia",West Virginia,WV,Pocahontas,"Pocahontas County, WV",0.14,0.14,-0.13,,-0.05,1.46,-1.60,0.59 +54077,54077,"Preston County, West Virginia",West Virginia,WV,Preston,"Preston County, WV",-0.26,-0.26,-0.45,,-0.07,0.08,-0.98,0.16 +54079,54079,"Putnam County, West Virginia",West Virginia,WV,Putnam,"Putnam County, WV",-0.30,-0.30,-0.19,,0.32,-0.90,0.08,-0.49 +54081,54081,"Raleigh County, West Virginia",West Virginia,WV,Raleigh,"Raleigh County, WV",-0.81,-0.81,-0.61,,-0.05,-0.75,-0.55,-0.99 +54083,54083,"Randolph County, West Virginia",West Virginia,WV,Randolph,"Randolph County, WV",-0.67,-0.67,-0.44,,0.08,0.15,-1.17,-0.98 +54085,54085,"Ritchie County, West Virginia",West Virginia,WV,Ritchie,"Ritchie County, WV",-0.14,-0.14,-0.44,,-0.78,0.82,-1.01,0.59 +54087,54087,"Roane County, West Virginia",West Virginia,WV,Roane,"Roane County, WV",-0.05,-0.05,-0.17,,-0.10,-0.12,-0.21,0.20 +54089,54089,"Summers County, West Virginia",West Virginia,WV,Summers,"Summers County, WV",-0.67,-0.67,-1.25,,-0.75,-0.49,-1.48,0.76 +54091,54091,"Taylor County, West Virginia",West Virginia,WV,Taylor,"Taylor County, WV",0.44,0.44,-0.03,,0.94,-0.31,-0.69,1.08 +54093,54093,"Tucker County, West Virginia",West Virginia,WV,Tucker,"Tucker County, WV",1.11,1.11,1.07,,1.39,1.71,-0.70,0.61 +54095,54095,"Tyler County, West Virginia",West Virginia,WV,Tyler,"Tyler County, WV",-0.08,-0.08,-0.15,,0.25,0.20,-0.76,0.01 +54097,54097,"Upshur County, West Virginia",West Virginia,WV,Upshur,"Upshur County, WV",0.33,0.33,-0.11,,0.43,0.30,-0.94,1.02 +54099,54099,"Wayne County, West Virginia",West Virginia,WV,Wayne,"Wayne County, WV",-0.66,-0.66,-0.96,,-0.43,-0.68,-0.98,0.15 +54101,54101,"Webster County, West Virginia",West Virginia,WV,Webster,"Webster County, WV",-0.63,,-0.63,,-0.58,0.06,-0.87, +54103,54103,"Wetzel County, West Virginia",West Virginia,WV,Wetzel,"Wetzel County, WV",0.08,0.08,-0.26,,-0.30,0.41,-0.69,0.73 +54105,54105,"Wirt County, West Virginia",West Virginia,WV,Wirt,"Wirt County, WV",-0.60,-0.60,-0.51,,-0.26,0.07,-0.94,-0.58 +54107,54107,"Wood County, West Virginia",West Virginia,WV,Wood,"Wood County, WV",-0.34,-0.34,-0.36,,-0.55,-0.29,-0.04,-0.14 +54109,54109,"Wyoming County, West Virginia",West Virginia,WV,Wyoming,"Wyoming County, WV",-1.14,-1.14,-0.60,,0.52,-0.24,-1.52,-2.02 +55001,55001,"Adams County, Wisconsin",Wisconsin,WI,Adams,"Adams County, WI",0.48,0.48,0.51,,-0.07,-0.08,1.11,0.28 +55003,55003,"Ashland County, Wisconsin",Wisconsin,WI,Ashland,"Ashland County, WI",,,,,-0.14,1.49,,-0.28 +55005,55005,"Barron County, Wisconsin",Wisconsin,WI,Barron,"Barron County, WI",1.42,1.42,1.42,,0.50,0.90,1.55,0.92 +55007,55007,"Bayfield County, Wisconsin",Wisconsin,WI,Bayfield,"Bayfield County, WI",,,,,0.04,1.38,,0.44 +55009,55009,"Brown County, Wisconsin",Wisconsin,WI,Brown,"Brown County, WI",0.73,0.73,1.03,,0.11,-0.07,1.99,-0.07 +55011,55011,"Buffalo County, Wisconsin",Wisconsin,WI,Buffalo,"Buffalo County, WI",1.65,1.65,1.63,,0.71,0.92,1.78,1.10 +55013,55013,"Burnett County, Wisconsin",Wisconsin,WI,Burnett,"Burnett County, WI",,,,,-0.22,0.70,,0.17 +55015,55015,"Calumet County, Wisconsin",Wisconsin,WI,Calumet,"Calumet County, WI",1.74,1.74,1.92,,1.67,-0.19,2.51,0.67 +55017,55017,"Chippewa County, Wisconsin",Wisconsin,WI,Chippewa,"Chippewa County, WI",1.08,1.08,1.12,,0.45,0.21,1.62,0.64 +55019,55019,"Clark County, Wisconsin",Wisconsin,WI,Clark,"Clark County, WI",1.42,1.42,1.50,,1.22,0.66,1.29,0.66 +55021,55021,"Columbia County, Wisconsin",Wisconsin,WI,Columbia,"Columbia County, WI",1.33,1.33,1.53,,0.85,0.50,1.83,0.44 +55023,55023,"Crawford County, Wisconsin",Wisconsin,WI,Crawford,"Crawford County, WI",0.83,0.83,0.81,,-0.37,0.87,1.13,0.67 +55025,55025,"Dane County, Wisconsin",Wisconsin,WI,Dane,"Dane County, WI",1.43,1.43,1.86,,0.69,0.67,2.48,0.08 +55027,55027,"Dodge County, Wisconsin",Wisconsin,WI,Dodge,"Dodge County, WI",1.04,1.04,0.95,,0.32,0.23,1.37,0.87 +55029,55029,"Door County, Wisconsin",Wisconsin,WI,Door,"Door County, WI",2.07,2.07,2.24,,1.44,1.53,1.79,0.92 +55031,55031,"Douglas County, Wisconsin",Wisconsin,WI,Douglas,"Douglas County, WI",0.49,0.49,0.63,,-0.51,0.29,1.41,0.16 +55033,55033,"Dunn County, Wisconsin",Wisconsin,WI,Dunn,"Dunn County, WI",1.15,1.15,1.22,,0.84,0.31,1.38,0.55 +55035,55035,"Eau Claire County, Wisconsin",Wisconsin,WI,Eau Claire,"Eau Claire County, WI",1.17,1.17,1.29,,0.54,0.16,1.93,0.52 +55037,55037,"Florence County, Wisconsin",Wisconsin,WI,Florence,"Florence County, WI",,,,,1.15,0.48,,0.39 +55039,55039,"Fond du Lac County, Wisconsin",Wisconsin,WI,Fond du Lac,"Fond du Lac County, WI",1.02,1.02,1.24,,0.61,0.15,1.77,0.20 +55041,55041,"Forest County, Wisconsin",Wisconsin,WI,Forest,"Forest County, WI",,,,,-0.75,0.73,,0.31 +55043,55043,"Grant County, Wisconsin",Wisconsin,WI,Grant,"Grant County, WI",1.19,1.19,1.29,,0.65,0.75,1.29,0.54 +55045,55045,"Green County, Wisconsin",Wisconsin,WI,Green,"Green County, WI",1.29,1.29,1.33,,0.42,0.43,1.87,0.80 +55047,55047,"Green Lake County, Wisconsin",Wisconsin,WI,Green Lake,"Green Lake County, WI",1.54,1.54,1.55,,0.62,1.04,1.59,0.98 +55049,55049,"Iowa County, Wisconsin",Wisconsin,WI,Iowa,"Iowa County, WI",1.45,1.45,1.60,,0.86,0.64,1.82,0.62 +55051,55051,"Iron County, Wisconsin",Wisconsin,WI,Iron,"Iron County, WI",,,,,-0.29,1.00,,-0.04 +55053,55053,"Jackson County, Wisconsin",Wisconsin,WI,Jackson,"Jackson County, WI",0.73,0.73,0.67,,-0.49,0.55,1.23,0.71 +55055,55055,"Jefferson County, Wisconsin",Wisconsin,WI,Jefferson,"Jefferson County, WI",1.32,1.32,1.45,,0.91,0.17,1.92,0.56 +55057,55057,"Juneau County, Wisconsin",Wisconsin,WI,Juneau,"Juneau County, WI",0.84,0.84,1.00,,0.64,0.57,0.88,0.17 +55059,55059,"Kenosha County, Wisconsin",Wisconsin,WI,Kenosha,"Kenosha County, WI",0.45,0.45,0.52,,-0.21,-0.26,1.42,0.23 +55061,55061,"Kewaunee County, Wisconsin",Wisconsin,WI,Kewaunee,"Kewaunee County, WI",1.82,1.82,1.85,,1.30,0.53,2.04,1.07 +55063,55063,"La Crosse County, Wisconsin",Wisconsin,WI,La Crosse,"La Crosse County, WI",1.30,1.30,1.44,,0.77,0.33,1.88,0.54 +55065,55065,"Lafayette County, Wisconsin",Wisconsin,WI,Lafayette,"Lafayette County, WI",1.52,1.52,1.52,,0.62,1.02,1.53,1.00 +55067,55067,"Langlade County, Wisconsin",Wisconsin,WI,Langlade,"Langlade County, WI",1.18,1.18,1.25,,-0.13,0.92,1.76,0.73 +55069,55069,"Lincoln County, Wisconsin",Wisconsin,WI,Lincoln,"Lincoln County, WI",1.09,1.09,1.21,,0.18,0.67,1.63,0.50 +55071,55071,"Manitowoc County, Wisconsin",Wisconsin,WI,Manitowoc,"Manitowoc County, WI",1.18,1.18,1.29,,0.62,0.29,1.75,0.52 +55073,55073,"Marathon County, Wisconsin",Wisconsin,WI,Marathon,"Marathon County, WI",1.29,1.29,1.34,,0.76,0.08,1.91,0.72 +55075,55075,"Marinette County, Wisconsin",Wisconsin,WI,Marinette,"Marinette County, WI",1.00,1.00,0.86,,-0.17,0.67,1.22,1.00 +55077,55077,"Marquette County, Wisconsin",Wisconsin,WI,Marquette,"Marquette County, WI",1.17,1.17,1.06,,-0.04,0.41,1.74,1.09 +55078,55078,"Menominee County, Wisconsin",Wisconsin,WI,Menominee,"Menominee County, WI",,,,,-2.94,-0.36,,0.99 +55079,55079,"Milwaukee County, Wisconsin",Wisconsin,WI,Milwaukee,"Milwaukee County, WI",-1.25,-1.25,0.23,,-1.44,0.17,1.53,-3.61 +55081,55081,"Monroe County, Wisconsin",Wisconsin,WI,Monroe,"Monroe County, WI",0.83,0.83,0.81,,0.12,0.41,1.11,0.61 +55083,55083,"Oconto County, Wisconsin",Wisconsin,WI,Oconto,"Oconto County, WI",1.59,1.59,1.50,,1.02,0.24,1.86,1.16 +55085,55085,"Oneida County, Wisconsin",Wisconsin,WI,Oneida,"Oneida County, WI",,,,,1.07,0.61,,0.30 +55087,55087,"Outagamie County, Wisconsin",Wisconsin,WI,Outagamie,"Outagamie County, WI",1.32,1.32,1.49,,0.81,0.04,2.21,0.51 +55089,55089,"Ozaukee County, Wisconsin",Wisconsin,WI,Ozaukee,"Ozaukee County, WI",2.12,2.12,2.26,,1.56,0.35,2.81,1.02 +55091,55091,"Pepin County, Wisconsin",Wisconsin,WI,Pepin,"Pepin County, WI",1.55,1.55,1.62,,0.79,0.91,1.70,0.82 +55093,55093,"Pierce County, Wisconsin",Wisconsin,WI,Pierce,"Pierce County, WI",1.33,1.33,1.49,,0.78,0.44,1.86,0.53 +55095,55095,"Polk County, Wisconsin",Wisconsin,WI,Polk,"Polk County, WI",0.93,0.93,1.22,,0.21,0.56,1.70,0.05 +55097,55097,"Portage County, Wisconsin",Wisconsin,WI,Portage,"Portage County, WI",1.36,1.36,1.42,,0.87,0.12,1.92,0.72 +55099,55099,"Price County, Wisconsin",Wisconsin,WI,Price,"Price County, WI",,,,,0.08,1.28,,0.67 +55101,55101,"Racine County, Wisconsin",Wisconsin,WI,Racine,"Racine County, WI",0.59,0.59,0.75,,-0.34,-0.05,1.81,0.18 +55103,55103,"Richland County, Wisconsin",Wisconsin,WI,Richland,"Richland County, WI",1.65,1.65,1.58,,0.89,0.92,1.50,1.19 +55105,55105,"Rock County, Wisconsin",Wisconsin,WI,Rock,"Rock County, WI",0.38,0.38,0.53,,-0.52,-0.02,1.51,0.06 +55107,55107,"Rusk County, Wisconsin",Wisconsin,WI,Rusk,"Rusk County, WI",1.32,1.32,1.47,,0.46,1.05,1.55,0.57 +55109,55109,"St. Croix County, Wisconsin",Wisconsin,WI,St. Croix,"St. Croix County, WI",1.56,1.56,1.57,,1.25,-0.09,2.08,0.91 +55111,55111,"Sauk County, Wisconsin",Wisconsin,WI,Sauk,"Sauk County, WI",1.02,1.02,1.06,,0.08,0.49,1.57,0.64 +55113,55113,"Sawyer County, Wisconsin",Wisconsin,WI,Sawyer,"Sawyer County, WI",,,,,-1.67,1.02,,0.32 +55115,55115,"Shawano County, Wisconsin",Wisconsin,WI,Shawano,"Shawano County, WI",1.11,1.11,1.05,,0.19,0.51,1.43,0.89 +55117,55117,"Sheboygan County, Wisconsin",Wisconsin,WI,Sheboygan,"Sheboygan County, WI",1.30,1.30,1.48,,0.73,0.29,2.04,0.45 +55119,55119,"Taylor County, Wisconsin",Wisconsin,WI,Taylor,"Taylor County, WI",1.34,1.34,1.38,,1.06,0.59,1.25,0.72 +55121,55121,"Trempealeau County, Wisconsin",Wisconsin,WI,Trempealeau,"Trempealeau County, WI",1.29,1.29,1.23,,0.50,0.63,1.42,0.95 +55123,55123,"Vernon County, Wisconsin",Wisconsin,WI,Vernon,"Vernon County, WI",1.78,1.78,1.84,,1.53,0.86,1.52,0.91 +55125,55125,"Vilas County, Wisconsin",Wisconsin,WI,Vilas,"Vilas County, WI",,,,,-0.55,1.15,,1.00 +55127,55127,"Walworth County, Wisconsin",Wisconsin,WI,Walworth,"Walworth County, WI",1.11,1.11,1.07,,0.44,0.23,1.51,0.80 +55129,55129,"Washburn County, Wisconsin",Wisconsin,WI,Washburn,"Washburn County, WI",,,,,0.65,1.31,,0.34 +55131,55131,"Washington County, Wisconsin",Wisconsin,WI,Washington,"Washington County, WI",1.61,1.61,1.69,,1.06,-0.02,2.44,0.87 +55133,55133,"Waukesha County, Wisconsin",Wisconsin,WI,Waukesha,"Waukesha County, WI",1.93,1.93,2.07,,1.50,0.16,2.64,0.91 +55135,55135,"Waupaca County, Wisconsin",Wisconsin,WI,Waupaca,"Waupaca County, WI",1.15,1.15,1.16,,0.71,0.60,1.11,0.68 +55137,55137,"Waushara County, Wisconsin",Wisconsin,WI,Waushara,"Waushara County, WI",1.22,1.22,1.20,,0.83,0.39,1.27,0.78 +55139,55139,"Winnebago County, Wisconsin",Wisconsin,WI,Winnebago,"Winnebago County, WI",0.87,0.87,0.97,,0.37,0.00,1.58,0.37 +55141,55141,"Wood County, Wisconsin",Wisconsin,WI,Wood,"Wood County, WI",1.32,1.32,1.24,,0.23,0.43,1.86,1.08 +56001,56001,"Albany County, Wyoming",Wyoming,WY,Albany,"Albany County, WY",0.94,0.94,0.87,,1.13,0.67,0.08,0.60 +56003,56003,"Big Horn County, Wyoming",Wyoming,WY,Big Horn,"Big Horn County, WY",0.84,0.84,0.79,,0.85,0.64,0.19,0.54 +56005,56005,"Campbell County, Wyoming",Wyoming,WY,Campbell,"Campbell County, WY",0.26,0.26,0.06,,0.67,-0.45,-0.13,0.48 +56007,56007,"Carbon County, Wyoming",Wyoming,WY,Carbon,"Carbon County, WY",0.27,0.27,0.41,,0.13,1.10,-0.35,-0.16 +56009,56009,"Converse County, Wyoming",Wyoming,WY,Converse,"Converse County, WY",0.51,0.51,0.60,,0.73,0.35,0.19,0.06 +56011,56011,"Crook County, Wyoming",Wyoming,WY,Crook,"Crook County, WY",1.21,1.21,1.17,,0.92,1.09,0.50,0.76 +56013,56013,"Fremont County, Wyoming",Wyoming,WY,Fremont,"Fremont County, WY",0.15,0.15,0.01,,-0.48,0.54,-0.11,0.43 +56015,56015,"Goshen County, Wyoming",Wyoming,WY,Goshen,"Goshen County, WY",0.40,0.40,0.52,,0.80,0.46,-0.14,-0.10 +56017,56017,"Hot Springs County, Wyoming",Wyoming,WY,Hot Springs,"Hot Springs County, WY",,,,,,1.59,0.64,0.81 +56019,56019,"Johnson County, Wyoming",Wyoming,WY,Johnson,"Johnson County, WY",,,,,,2.09,0.49,0.35 +56021,56021,"Laramie County, Wyoming",Wyoming,WY,Laramie,"Laramie County, WY",0.47,0.47,0.48,,0.51,0.25,0.23,0.22 +56023,56023,"Lincoln County, Wyoming",Wyoming,WY,Lincoln,"Lincoln County, WY",0.88,0.88,0.68,,0.71,0.44,0.28,0.90 +56025,56025,"Natrona County, Wyoming",Wyoming,WY,Natrona,"Natrona County, WY",0.14,0.14,0.07,,-0.10,0.09,0.08,0.25 +56027,56027,"Niobrara County, Wyoming",Wyoming,WY,Niobrara,"Niobrara County, WY",1.43,1.43,1.57,,0.30,2.85,0.25,0.64 +56029,56029,"Park County, Wyoming",Wyoming,WY,Park,"Park County, WY",0.98,0.98,1.24,,0.84,1.01,0.79,0.03 +56031,56031,"Platte County, Wyoming",Wyoming,WY,Platte,"Platte County, WY",0.91,0.91,0.99,,-0.01,1.64,0.45,0.45 +56033,56033,"Sheridan County, Wyoming",Wyoming,WY,Sheridan,"Sheridan County, WY",1.24,1.24,1.23,,1.18,0.97,0.49,0.71 +56035,56035,"Sublette County, Wyoming",Wyoming,WY,Sublette,"Sublette County, WY",,,,,,1.18,-0.56,0.66 +56037,56037,"Sweetwater County, Wyoming",Wyoming,WY,Sweetwater,"Sweetwater County, WY",0.18,0.18,0.44,,0.90,-0.14,0.16,-0.54 +56039,56039,"Teton County, Wyoming",Wyoming,WY,Teton,"Teton County, WY",0.98,0.98,1.40,,0.56,1.99,0.46,-0.28 +56041,56041,"Uinta County, Wyoming",Wyoming,WY,Uinta,"Uinta County, WY",1.06,1.06,0.81,,1.07,0.35,0.32,1.06 +56043,56043,"Washakie County, Wyoming",Wyoming,WY,Washakie,"Washakie County, WY",0.96,0.96,0.84,,0.32,0.86,0.58,0.86 +56045,56045,"Weston County, Wyoming",Wyoming,WY,Weston,"Weston County, WY",1.21,1.21,1.24,,1.52,0.92,0.27,0.53 diff --git a/data/spatial_statistical_analysis_output.txt b/data/spatial_statistical_analysis_output.txt deleted file mode 100644 index dbb1c4b..0000000 --- a/data/spatial_statistical_analysis_output.txt +++ /dev/null @@ -1,66 +0,0 @@ -COMPREHENSIVE STATISTICAL & SPATIAL ENVIRONMENTAL JUSTICE ANALYSIS -================================================================================ -Loaded 16890 spill incidents -STATISTICAL SIGNIFICANCE TESTS -================================================== -Income Distribution Test: - Chi-square statistic: 361.694 - p-value: 0.000000 - Significant disparity: YES - -Poverty Analysis: - High-poverty spills: 3497 - Expected (if random): 3378 - Ratio: 1.04x - Binomial test p-value: 0.011556 - Significant over-representation: NO - -Major Spills in High-Poverty Areas: - High poverty major spill rate: 0.369 - Low poverty major spill rate: 0.269 - Z-statistic: 11.598 - p-value: 0.000000 - Significant difference: YES - -Racial Demographics Analysis: - Minority community spills: 1047 - Expected (if random): 5067 - Ratio: 0.21x - Binomial test p-value: 1.000000 - Significant over-representation: NO - -SPATIAL ANALYSIS -================================================== -Spatial Clustering Results: - Number of clusters: 259 - Number of noise points: 4749 - Clustered points: 12141 - -Spatial Autocorrelation (Moran's I): - Poverty rate Moran's I: 0.9714 - p-value: 0.0010 - Significant clustering: YES - Income Moran's I: 0.9585 - p-value: 0.0010 - Significant local poverty clusters: 9209 - -Hotspot Analysis: - Grid cells created: 1189 - Max spills per 5km cell: 119 - Mean spills per cell: 14.21 - -SPATIAL REGRESSION ANALYSIS -================================================== -Regression Results (Major Spill Probability): - R-squared: 0.0547 - F-statistic p-value: 0.000000 - -Key Findings: - Poverty rate coefficient: 0.009572 (p=0.0000) - White percentage coefficient: 0.004621 (p=0.0000) - Income coefficient: -0.00000098 (p=0.0000) - -Analysis complete. Results saved to: - - statistical_spatial_analysis.json - - academic_report.txt - - environmental_justice_analysis.png