idk

output/data_summary.json

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+{
+  "total_projects": 146305,
+  "total_agencies": 21,
+  "total_programs": 39,
+  "total_subprograms": 76,
+  "carb_projects": 125581,
+  "non_carb_projects": 20724,
+  "carb_percentage": 85.83507057175079,
+  "ev_vouchers": 109270,
+  "ev_percentage": 74.68644270530741,
+  "ev_percentage_of_carb": 87.01157022160996,
+  "total_funding": 11588544819,
+  "avg_funding_per_project": 79208.12562113394,
+  "carb_funding": 3372893006,
+  "non_carb_funding": 8215651813,
+  "carb_funding_percentage": 29.10540588728598,
+  "avg_carb_funding": 26858.30663874312,
+  "avg_non_carb_funding": 396431.76090523065,
+  "ev_funding": 1714222371,
+  "ev_funding_percentage": 14.792386773095501,
+  "avg_ev_funding": 15687.950681797383,
+  "total_ghg_reduction": 112749573,
+  "avg_ghg_reduction_per_project": 770.6474351525922,
+  "carb_ghg_reduction": 5011819,
+  "non_carb_ghg_reduction": 107737754,
+  "carb_ghg_percentage": 4.44508911798717,
+  "ev_ghg_reduction": 4193168,
+  "ev_ghg_percentage": 3.71901009327991,
+  "median_ghg_efficiency": 312.5,
+  "median_carb_efficiency": 312.5,
+  "median_non_carb_efficiency": 197.3,
+  "median_ev_efficiency": 312.5,
+  "avg_dac_benefit": 1.29624968537629,
+  "avg_carb_dac_benefit": 1.3918376975701816,
+  "avg_non_carb_dac_benefit": 0.9900241837968561,
+  "avg_ev_dac_benefit": 1.39305362075886,
+  "multi_agency_projects": 0,
+  "multi_agency_percentage": 0.0,
+  "avg_agencies_per_program": 1.0,
+  "median_single_agency_efficiency": 312.5,
+  "avg_multi_agency_dac_benefit": NaN,
+  "avg_single_agency_dac_benefit": 1.29624968537629,
+  "pre_2020_projects": 144185,
+  "post_2020_projects": 2120,
+  "pre_2020_avg_agencies": 1.0,
+  "post_2020_avg_agencies": 1.0,
+  "agency_change_percentage": 0.0,
+  "pre_2020_avg_funding": 71885.7690813885,
+  "post_2020_avg_funding": 577214.7188679245,
+  "funding_change_percentage": 702.9610397774371,
+  "pre_2020_avg_dac_benefit": 1.2963895281933258,
+  "post_2020_avg_dac_benefit": 0.0,
+  "dac_change_percentage": -100.0,
+  "region_counts": {
+    "Multi-Region": 146221,
+    "Bay Area": 84
+  },
+  "region_percentages": {
+    "Multi-Region": 99.94258569426883,
+    "Bay Area": 0.05741430573117801
+  },
+  "region_efficiency": {
+    "Bay Area": NaN,
+    "Multi-Region": 312.5
+  },
+  "region_dac_benefit": {
+    "Bay Area": NaN,
+    "Multi-Region": 1.29624968537629
+  }
+}

output/data_summary.txt

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+CALIFORNIA CLIMATE INVESTMENTS (CCI) DATA SUMMARY
+================================================
+
+DATASET OVERVIEW
+Total Projects: 146,305
+Total Agencies: 21
+Total Programs: 39
+Total Subprograms: 76
+
+CARB VS NON-CARB BREAKDOWN
+CARB Projects: 125,581 (85.8%)
+Non-CARB Projects: 20,724 (14.2%)
+CARB Funding: $3,372,893,006.00 (29.1%)
+Non-CARB Funding: $8,215,651,813.00 (70.9%)
+Average CARB Project: $26,858.31
+Average Non-CARB Project: $396,431.76
+CARB GHG Reductions: 5,011,819.00 tons (4.4%)
+Non-CARB GHG Reductions: 107,737,754.00 tons (95.6%)
+CARB Efficiency: $312.50 per ton CO2e
+Non-CARB Efficiency: $197.30 per ton CO2e
+
+EV VOUCHERS BREAKDOWN
+EV Vouchers: 109,270 (74.7% of total)
+Percentage of CARB Projects: 87.0%
+EV Funding: $1,714,222,371.00 (14.8% of total)
+Average Voucher Amount: $15,687.95
+EV GHG Reductions: 4,193,168.00 tons (3.7% of total)
+EV Efficiency: $312.50 per ton CO2e
+
+MULTI-AGENCY COLLABORATION
+Multi-Agency Projects: 0 (0.0%)
+Average Agencies per Program: 1.00
+Multi-Agency DAC Benefit: nan%
+Single-Agency DAC Benefit: 1.30%
+
+TEMPORAL TRENDS (PRE/POST 2020)
+Pre-2020 Projects: 144,185
+Post-2020 Projects: 2,120
+Change in Average Agencies: +0.0%
+Change in Average Funding: +703.0%
+Change in DAC Benefit: -100.0%
+
+REGIONAL ANALYSIS
+Multi-Region: 146,221 projects (99.9%)
+Bay Area: 84 projects (0.1%)
+
+Efficiency by Region ($ per ton CO2e):
+Bay Area: $nan
+Multi-Region: $312.50
+
+DAC Benefit by Region:
+Bay Area: nan%
+Multi-Region: 1.30%