Eia861 2022 final release (#3048)

* Add EIA860 2022 final release data * Add unmapped utility and plant ids and update mcoe row count * Add EIA861 2022 final release data * Update conda-lock.yml and rendered conda environment files. --------- Co-authored-by: aesharpe <[email protected]>
catalyst-cooperative · Nov 15, 2023 · 84337b2 · 84337b2
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diff --git a/docs/release_notes.rst b/docs/release_notes.rst
@@ -71,6 +71,7 @@ Data Coverage
 ^^^^^^^^^^^^^
 
 * Updated :doc:`data_sources/eia860` to include final release data from 2022.
+* Updated :doc:`data_sources/eia861` to include final release data from 2022.
 * Updated :doc:`data_sources/eia923` to include early release data from 2022 and
   monthly YTD data as of April 2023.
 * Updated :doc:`data_sources/epacems` to switch from the old FTP server to the new

diff --git a/src/pudl/package_data/eia861/column_maps/advanced_metering_infrastructure_eia861.csv b/src/pudl/package_data/eia861/column_maps/advanced_metering_infrastructure_eia861.csv
@@ -1,49 +1,49 @@
 year_index,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021,2022
-report_year,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
-utility_id_eia,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2
-utility_name_eia,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3
-entity_type,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,3,3,3,4
-short_form,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,5
-state,4,4,4,4,4,4,4,4,4,4,4,4,5,5,5,6
-balancing_authority_code_eia,-1,-1,-1,-1,-1,-1,-1,-1,5,5,5,5,6,6,6,7
-residential_automated_meter_reading,5,5,5,5,5,5,5,5,6,6,6,6,7,7,7,8
-commercial_automated_meter_reading,6,6,6,6,6,6,6,6,7,7,7,7,8,8,8,9
-industrial_automated_meter_reading,7,7,7,7,7,7,7,7,8,8,8,8,9,9,9,10
-transportation_automated_meter_reading,8,8,8,8,8,8,8,8,9,9,9,9,10,10,10,11
-total_automated_meter_reading,9,9,9,9,9,9,9,9,10,10,10,10,11,11,11,12
-residential_advanced_metering_infrastructure,10,10,10,10,10,10,10,10,11,11,11,11,12,12,12,13
-commercial_advanced_metering_infrastructure,11,11,11,11,11,11,11,11,12,12,12,12,13,13,13,14
-industrial_advanced_metering_infrastructure,12,12,12,12,12,12,12,12,13,13,13,13,14,14,14,15
-transportation_advanced_metering_infrastructure,13,13,13,13,13,13,13,13,14,14,14,14,15,15,15,16
-total_advanced_metering_infrastructure,14,14,14,14,14,14,14,14,15,15,15,15,16,16,16,17
-residential_home_area_network,-1,-1,-1,-1,-1,-1,15,15,16,16,16,16,17,17,17,18
-commercial_home_area_network,-1,-1,-1,-1,-1,-1,16,16,17,17,17,17,18,18,18,19
-industrial_home_area_network,-1,-1,-1,-1,-1,-1,17,17,18,18,18,18,19,19,19,20
-transportation_home_area_network,-1,-1,-1,-1,-1,-1,18,18,19,19,19,19,20,20,20,21
-total_home_area_network,-1,-1,-1,-1,-1,-1,19,19,20,20,20,20,21,21,21,22
-residential_non_amr_ami,-1,-1,-1,-1,-1,-1,20,20,21,21,21,21,22,22,22,23
-commercial_non_amr_ami,-1,-1,-1,-1,-1,-1,21,21,22,22,22,22,23,23,23,24
-industrial_non_amr_ami,-1,-1,-1,-1,-1,-1,22,22,23,23,23,23,24,24,24,25
-transportation_non_amr_ami,-1,-1,-1,-1,-1,-1,23,23,24,24,24,24,25,25,25,26
-total_non_amr_ami,-1,-1,-1,-1,-1,-1,24,24,25,25,25,25,26,26,26,27
-residential_total_meters,-1,-1,-1,-1,-1,-1,25,25,26,26,26,26,27,27,27,28
-commercial_total_meters,-1,-1,-1,-1,-1,-1,26,26,27,27,27,27,28,28,28,29
-industrial_total_meters,-1,-1,-1,-1,-1,-1,27,27,28,28,28,28,29,29,29,30
-transportation_total_meters,-1,-1,-1,-1,-1,-1,28,28,29,29,29,29,30,30,30,31
-total_total_meters,-1,-1,-1,-1,-1,-1,29,29,30,30,30,30,31,31,31,32
-residential_energy_served_ami_mwh,15,15,15,15,15,15,30,30,31,31,31,31,32,32,32,33
-commercial_energy_served_ami_mwh,16,16,16,16,16,16,31,31,32,32,32,32,33,33,33,34
-industrial_energy_served_ami_mwh,17,17,17,17,17,17,32,32,33,33,33,33,34,34,34,35
-transportation_energy_served_ami_mwh,18,18,18,18,18,18,33,33,34,34,34,34,35,35,35,36
-total_energy_served_ami_mwh,19,19,19,19,19,19,34,34,35,35,35,35,36,36,36,37
-residential_daily_digital_access_customers,-1,-1,-1,-1,-1,-1,35,35,36,36,36,36,37,37,37,38
-commercial_daily_digital_access_customers,-1,-1,-1,-1,-1,-1,36,36,37,37,37,37,38,38,38,39
-industrial_daily_digital_access_customers,-1,-1,-1,-1,-1,-1,37,37,38,38,38,38,39,39,39,40
-transportation_daily_digital_access_customers,-1,-1,-1,-1,-1,-1,38,38,39,39,39,39,40,40,40,41
-total_daily_digital_access_customers,-1,-1,-1,-1,-1,-1,39,39,40,40,40,40,41,41,41,42
-residential_direct_load_control_customers,-1,-1,-1,-1,-1,-1,40,40,41,41,41,41,42,42,42,43
-commercial_direct_load_control_customers,-1,-1,-1,-1,-1,-1,41,41,42,42,42,42,43,43,43,44
-industrial_direct_load_control_customers,-1,-1,-1,-1,-1,-1,42,42,43,43,43,43,44,44,44,45
-transportation_direct_load_control_customers,-1,-1,-1,-1,-1,-1,43,43,44,44,44,44,45,45,45,46
-total_direct_load_control_customers,-1,-1,-1,-1,-1,-1,44,44,45,45,45,45,46,46,46,47
+report_year,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+utility_id_eia,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+utility_name_eia,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
+entity_type,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,3,3,3,3
+short_form,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,4
+state,4,4,4,4,4,4,4,4,4,4,4,4,5,5,5,5
+balancing_authority_code_eia,-1,-1,-1,-1,-1,-1,-1,-1,5,5,5,5,6,6,6,6
+residential_automated_meter_reading,5,5,5,5,5,5,5,5,6,6,6,6,7,7,7,7
+commercial_automated_meter_reading,6,6,6,6,6,6,6,6,7,7,7,7,8,8,8,8
+industrial_automated_meter_reading,7,7,7,7,7,7,7,7,8,8,8,8,9,9,9,9
+transportation_automated_meter_reading,8,8,8,8,8,8,8,8,9,9,9,9,10,10,10,10
+total_automated_meter_reading,9,9,9,9,9,9,9,9,10,10,10,10,11,11,11,11
+residential_advanced_metering_infrastructure,10,10,10,10,10,10,10,10,11,11,11,11,12,12,12,12
+commercial_advanced_metering_infrastructure,11,11,11,11,11,11,11,11,12,12,12,12,13,13,13,13
+industrial_advanced_metering_infrastructure,12,12,12,12,12,12,12,12,13,13,13,13,14,14,14,14
+transportation_advanced_metering_infrastructure,13,13,13,13,13,13,13,13,14,14,14,14,15,15,15,15
+total_advanced_metering_infrastructure,14,14,14,14,14,14,14,14,15,15,15,15,16,16,16,16
+residential_home_area_network,-1,-1,-1,-1,-1,-1,15,15,16,16,16,16,17,17,17,17
+commercial_home_area_network,-1,-1,-1,-1,-1,-1,16,16,17,17,17,17,18,18,18,18
+industrial_home_area_network,-1,-1,-1,-1,-1,-1,17,17,18,18,18,18,19,19,19,19
+transportation_home_area_network,-1,-1,-1,-1,-1,-1,18,18,19,19,19,19,20,20,20,20
+total_home_area_network,-1,-1,-1,-1,-1,-1,19,19,20,20,20,20,21,21,21,21
+residential_non_amr_ami,-1,-1,-1,-1,-1,-1,20,20,21,21,21,21,22,22,22,22
+commercial_non_amr_ami,-1,-1,-1,-1,-1,-1,21,21,22,22,22,22,23,23,23,23
+industrial_non_amr_ami,-1,-1,-1,-1,-1,-1,22,22,23,23,23,23,24,24,24,24
+transportation_non_amr_ami,-1,-1,-1,-1,-1,-1,23,23,24,24,24,24,25,25,25,25
+total_non_amr_ami,-1,-1,-1,-1,-1,-1,24,24,25,25,25,25,26,26,26,26
+residential_total_meters,-1,-1,-1,-1,-1,-1,25,25,26,26,26,26,27,27,27,27
+commercial_total_meters,-1,-1,-1,-1,-1,-1,26,26,27,27,27,27,28,28,28,28
+industrial_total_meters,-1,-1,-1,-1,-1,-1,27,27,28,28,28,28,29,29,29,29
+transportation_total_meters,-1,-1,-1,-1,-1,-1,28,28,29,29,29,29,30,30,30,30
+total_total_meters,-1,-1,-1,-1,-1,-1,29,29,30,30,30,30,31,31,31,31
+residential_energy_served_ami_mwh,15,15,15,15,15,15,30,30,31,31,31,31,32,32,32,32
+commercial_energy_served_ami_mwh,16,16,16,16,16,16,31,31,32,32,32,32,33,33,33,33
+industrial_energy_served_ami_mwh,17,17,17,17,17,17,32,32,33,33,33,33,34,34,34,34
+transportation_energy_served_ami_mwh,18,18,18,18,18,18,33,33,34,34,34,34,35,35,35,35
+total_energy_served_ami_mwh,19,19,19,19,19,19,34,34,35,35,35,35,36,36,36,36
+residential_daily_digital_access_customers,-1,-1,-1,-1,-1,-1,35,35,36,36,36,36,37,37,37,37
+commercial_daily_digital_access_customers,-1,-1,-1,-1,-1,-1,36,36,37,37,37,37,38,38,38,38
+industrial_daily_digital_access_customers,-1,-1,-1,-1,-1,-1,37,37,38,38,38,38,39,39,39,39
+transportation_daily_digital_access_customers,-1,-1,-1,-1,-1,-1,38,38,39,39,39,39,40,40,40,40
+total_daily_digital_access_customers,-1,-1,-1,-1,-1,-1,39,39,40,40,40,40,41,41,41,41
+residential_direct_load_control_customers,-1,-1,-1,-1,-1,-1,40,40,41,41,41,41,42,42,42,42
+commercial_direct_load_control_customers,-1,-1,-1,-1,-1,-1,41,41,42,42,42,42,43,43,43,43
+industrial_direct_load_control_customers,-1,-1,-1,-1,-1,-1,42,42,43,43,43,43,44,44,44,44
+transportation_direct_load_control_customers,-1,-1,-1,-1,-1,-1,43,43,44,44,44,44,45,45,45,45
+total_direct_load_control_customers,-1,-1,-1,-1,-1,-1,44,44,45,45,45,45,46,46,46,46
 early_release,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,0
diff --git a/src/pudl/package_data/eia861/column_maps/balancing_authority_eia861.csv b/src/pudl/package_data/eia861/column_maps/balancing_authority_eia861.csv
@@ -1,9 +1,9 @@
 year_index,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021,2022
-report_year,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
+report_year,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 utility_id_eia,1,1,1,1,1,1,1,1,1,1,1,1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
 utility_name_eia,-1,2,2,2,2,-1,-1,-1,-1,-1,-1,2,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
-balancing_authority_id_eia,2,3,3,3,3,2,2,2,2,2,2,3,1,1,1,1,1,1,1,1,1,2
-balancing_authority_code_eia,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,2,2,2,2,2,2,2,2,2,3
-state,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,3,3,3,3,3,3,3,3,3,4
-balancing_authority_name_eia,3,4,4,4,4,3,3,3,3,3,3,4,4,4,4,4,4,4,4,4,4,5
-early_release,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,0
+balancing_authority_id_eia,2,3,3,3,3,2,2,2,2,2,2,3,1,1,1,1,1,1,1,1,1,1
+balancing_authority_code_eia,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,2,2,2,2,2,2,2,2,2,2
+state,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,3,3,3,3,3,3,3,3,3,3
+balancing_authority_name_eia,3,4,4,4,4,3,3,3,3,3,3,4,4,4,4,4,4,4,4,4,4,4
+early_release,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
diff --git a/src/pudl/package_data/eia861/column_maps/delivery_companies_eia861.csv b/src/pudl/package_data/eia861/column_maps/delivery_companies_eia861.csv
@@ -1,26 +1,26 @@
 year_index,2020,2021,2022
-report_year,0,0,1
-utility_id_eia,1,1,2
-utility_name_eia,2,2,3
-business_model,3,3,4
-service_type,4,4,5
-data_observed,5,5,6
-state,6,6,7
-entity_type,7,7,8
-balancing_authority_code_eia,8,8,9
-residential_sales_revenue,9,9,10
-residential_sales_mwh,10,10,11
-residential_customers,11,11,12
-commercial_sales_revenue,12,12,13
-commercial_sales_mwh,13,13,14
-commercial_customers,14,14,15
-industrial_sales_revenue,15,15,16
-industrial_sales_mwh,16,16,17
-industrial_customers,17,17,18
-transportation_sales_revenue,18,18,19
-transportation_sales_mwh,19,19,20
-transportation_customers,20,20,21
-total_sales_revenue,21,21,22
-total_sales_mwh,22,22,23
-total_customers,23,23,24
-early_release,-1,-1,0
+report_year,0,0,0
+utility_id_eia,1,1,1
+utility_name_eia,2,2,2
+business_model,3,3,3
+service_type,4,4,4
+data_observed,5,5,5
+state,6,6,6
+entity_type,7,7,7
+balancing_authority_code_eia,8,8,8
+residential_sales_revenue,9,9,9
+residential_sales_mwh,10,10,10
+residential_customers,11,11,11
+commercial_sales_revenue,12,12,12
+commercial_sales_mwh,13,13,13
+commercial_customers,14,14,14
+industrial_sales_revenue,15,15,15
+industrial_sales_mwh,16,16,16
+industrial_customers,17,17,17
+transportation_sales_revenue,18,18,18
+transportation_sales_mwh,19,19,19
+transportation_customers,20,20,20
+total_sales_revenue,21,21,21
+total_sales_mwh,22,22,22
+total_customers,23,23,23
+early_release,-1,-1,-1
diff --git a/src/pudl/package_data/eia861/column_maps/demand_response_eia861.csv b/src/pudl/package_data/eia861/column_maps/demand_response_eia861.csv
@@ -1,39 +1,39 @@
 year_index,2013,2014,2015,2016,2017,2018,2019,2020,2021,2022
-report_year,0,0,0,0,0,0,0,0,0,1
-utility_id_eia,1,1,1,1,1,1,1,1,1,2
-utility_name_eia,2,2,2,2,2,2,2,2,2,3
+report_year,0,0,0,0,0,0,0,0,0,0
+utility_id_eia,1,1,1,1,1,1,1,1,1,1
+utility_name_eia,2,2,2,2,2,2,2,2,2,2
 short_form,-1,-1,-1,-1,-1,-1,3,-1,-1,-1
-state,3,3,3,3,3,3,4,3,3,4
-balancing_authority_code_eia,-1,-1,-1,-1,4,4,5,4,4,5
-residential_customers,4,4,4,4,5,5,6,5,5,6
-commercial_customers,5,5,5,5,6,6,7,6,6,7
-industrial_customers,6,6,6,6,7,7,8,7,7,8
-transportation_customers,7,7,7,7,8,8,9,8,8,9
-total_customers,8,8,8,8,9,9,10,9,9,10
-residential_energy_savings_mwh,9,9,9,9,10,10,11,10,10,11
-commercial_energy_savings_mwh,10,10,10,10,11,11,12,11,11,12
-industrial_energy_savings_mwh,11,11,11,11,12,12,13,12,12,13
-transportation_energy_savings_mwh,12,12,12,12,13,13,14,13,13,14
-total_energy_savings_mwh,13,13,13,13,14,14,15,14,14,15
-residential_potential_peak_demand_savings_mw,14,14,14,14,15,15,16,15,15,16
-commercial_potential_peak_demand_savings_mw,15,15,15,15,16,16,17,16,16,17
-industrial_potential_peak_demand_savings_mw,16,16,16,16,17,17,18,17,17,18
-transportation_potential_peak_demand_savings_mw,17,17,17,17,18,18,19,18,18,19
-total_potential_peak_demand_savings_mw,18,18,18,18,19,19,20,19,19,20
-residential_actual_peak_demand_savings_mw,19,19,19,19,20,20,21,20,20,21
-commercial_actual_peak_demand_savings_mw,20,20,20,20,21,21,22,21,21,22
-industrial_actual_peak_demand_savings_mw,21,21,21,21,22,22,23,22,22,23
-transportation_actual_peak_demand_savings_mw,22,22,22,22,23,23,24,23,23,24
-total_actual_peak_demand_savings_mw,23,23,23,23,24,24,25,24,24,25
-residential_customer_incentives_cost,24,24,24,24,25,25,26,25,25,26
-commercial_customer_incentives_cost,25,25,25,25,26,26,27,26,26,27
-industrial_customer_incentives_cost,26,26,26,26,27,27,28,27,27,28
-transportation_customer_incentives_cost,27,27,27,27,28,28,29,28,28,29
-total_customer_incentives_cost,28,28,28,28,29,29,30,29,29,30
-residential_other_costs,29,29,29,29,30,30,31,30,30,31
-commercial_other_costs,30,30,30,30,31,31,32,31,31,32
-industrial_other_costs,31,31,31,31,32,32,33,32,32,33
-transportation_other_costs,32,32,32,32,33,33,34,33,33,34
-total_other_costs,33,33,33,33,34,34,35,34,34,35
-water_heater,34,34,34,34,35,35,36,35,35,36
-early_release,-1,-1,-1,-1,-1,-1,-1,-1,-1,0
+state,3,3,3,3,3,3,4,3,3,3
+balancing_authority_code_eia,-1,-1,-1,-1,4,4,5,4,4,4
+residential_customers,4,4,4,4,5,5,6,5,5,5
+commercial_customers,5,5,5,5,6,6,7,6,6,6
+industrial_customers,6,6,6,6,7,7,8,7,7,7
+transportation_customers,7,7,7,7,8,8,9,8,8,8
+total_customers,8,8,8,8,9,9,10,9,9,9
+residential_energy_savings_mwh,9,9,9,9,10,10,11,10,10,10
+commercial_energy_savings_mwh,10,10,10,10,11,11,12,11,11,11
+industrial_energy_savings_mwh,11,11,11,11,12,12,13,12,12,12
+transportation_energy_savings_mwh,12,12,12,12,13,13,14,13,13,13
+total_energy_savings_mwh,13,13,13,13,14,14,15,14,14,14
+residential_potential_peak_demand_savings_mw,14,14,14,14,15,15,16,15,15,15
+commercial_potential_peak_demand_savings_mw,15,15,15,15,16,16,17,16,16,16
+industrial_potential_peak_demand_savings_mw,16,16,16,16,17,17,18,17,17,17
+transportation_potential_peak_demand_savings_mw,17,17,17,17,18,18,19,18,18,18
+total_potential_peak_demand_savings_mw,18,18,18,18,19,19,20,19,19,19
+residential_actual_peak_demand_savings_mw,19,19,19,19,20,20,21,20,20,20
+commercial_actual_peak_demand_savings_mw,20,20,20,20,21,21,22,21,21,21
+industrial_actual_peak_demand_savings_mw,21,21,21,21,22,22,23,22,22,22
+transportation_actual_peak_demand_savings_mw,22,22,22,22,23,23,24,23,23,23
+total_actual_peak_demand_savings_mw,23,23,23,23,24,24,25,24,24,24
+residential_customer_incentives_cost,24,24,24,24,25,25,26,25,25,25
+commercial_customer_incentives_cost,25,25,25,25,26,26,27,26,26,26
+industrial_customer_incentives_cost,26,26,26,26,27,27,28,27,27,27
+transportation_customer_incentives_cost,27,27,27,27,28,28,29,28,28,28
+total_customer_incentives_cost,28,28,28,28,29,29,30,29,29,29
+residential_other_costs,29,29,29,29,30,30,31,30,30,30
+commercial_other_costs,30,30,30,30,31,31,32,31,31,31
+industrial_other_costs,31,31,31,31,32,32,33,32,32,32
+transportation_other_costs,32,32,32,32,33,33,34,33,33,33
+total_other_costs,33,33,33,33,34,34,35,34,34,34
+water_heater,34,34,34,34,35,35,36,35,35,35
+early_release,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
diff --git a/src/pudl/package_data/eia861/column_maps/distribution_systems_eia861.csv b/src/pudl/package_data/eia861/column_maps/distribution_systems_eia861.csv
@@ -1,9 +1,9 @@
 year_index,2013,2014,2015,2016,2017,2018,2019,2020,2021,2022
-report_year,0,0,0,0,0,0,0,0,0,1
-utility_id_eia,1,1,1,1,1,1,1,1,1,2
-utility_name_eia,2,2,2,2,2,2,2,2,2,3
+report_year,0,0,0,0,0,0,0,0,0,0
+utility_id_eia,1,1,1,1,1,1,1,1,1,1
+utility_name_eia,2,2,2,2,2,2,2,2,2,2
 short_form,-1,-1,-1,-1,-1,-1,3,-1,-1,-1
-state,3,3,3,3,3,3,4,3,3,4
-distribution_circuits,4,4,4,4,4,4,5,4,4,5
-circuits_with_voltage_optimization,5,5,5,5,5,5,6,5,5,6
-early_release,-1,-1,-1,-1,-1,-1,-1,-1,-1,0
+state,3,3,3,3,3,3,4,3,3,3
+distribution_circuits,4,4,4,4,4,4,5,4,4,4
+circuits_with_voltage_optimization,5,5,5,5,5,5,6,5,5,5
+early_release,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
diff --git a/src/pudl/package_data/eia861/column_maps/dynamic_pricing_eia861.csv b/src/pudl/package_data/eia861/column_maps/dynamic_pricing_eia861.csv
@@ -1,33 +1,33 @@
 year_index,2013,2014,2015,2016,2017,2018,2019,2020,2021,2022
-report_year,0,0,0,0,0,0,0,0,0,1
-utility_id_eia,1,1,1,1,1,1,1,1,1,2
-utility_name_eia,2,2,2,2,2,2,2,2,2,3
-short_form,-1,-1,-1,-1,-1,-1,3,3,3,4
-state,3,3,3,3,3,3,4,4,4,5
-balancing_authority_code_eia,-1,-1,-1,-1,4,4,5,5,5,6
-residential_customers,4,4,4,4,5,5,6,6,6,7
-commercial_customers,5,5,5,5,6,6,7,7,7,8
-industrial_customers,6,6,6,6,7,7,8,8,8,9
-transportation_customers,7,7,7,7,8,8,9,9,9,10
-total_customers,8,8,8,8,9,9,10,10,10,11
-residential_time_of_use_pricing,9,9,9,9,10,10,11,11,11,12
-commercial_time_of_use_pricing,10,10,10,10,11,11,12,12,12,13
-industrial_time_of_use_pricing,11,11,11,11,12,12,13,13,13,14
-transportation_time_of_use_pricing,12,12,12,12,13,13,14,14,14,15
-residential_real_time_pricing,13,13,13,13,14,14,15,15,15,16
-commercial_real_time_pricing,14,14,14,14,15,15,16,16,16,17
-industrial_real_time_pricing,15,15,15,15,16,16,17,17,17,18
-transportation_real_time_pricing,16,16,16,16,17,17,18,18,18,19
-residential_variable_peak_pricing,17,17,17,17,18,18,19,19,19,20
-commercial_variable_peak_pricing,18,18,18,18,19,19,20,20,20,21
-industrial_variable_peak_pricing,19,19,19,19,20,20,21,21,21,22
-transportation_variable_peak_pricing,20,20,20,20,21,21,22,22,22,23
-residential_critical_peak_pricing,21,21,21,21,22,22,23,23,23,24
-commercial_critical_peak_pricing,22,22,22,22,23,23,24,24,24,25
-industrial_critical_peak_pricing,23,23,23,23,24,24,25,25,25,26
-transportation_critical_peak_pricing,24,24,24,24,25,25,26,26,26,27
-residential_critical_peak_rebate,25,25,25,25,26,26,27,27,27,28
-commercial_critical_peak_rebate,26,26,26,26,27,27,28,28,28,29
-industrial_critical_peak_rebate,27,27,27,27,28,28,29,29,29,30
-transportation_critical_peak_rebate,28,28,28,28,29,29,30,30,30,31
-early_release,-1,-1,-1,-1,-1,-1,-1,-1,-1,0
+report_year,0,0,0,0,0,0,0,0,0,0
+utility_id_eia,1,1,1,1,1,1,1,1,1,1
+utility_name_eia,2,2,2,2,2,2,2,2,2,2
+short_form,-1,-1,-1,-1,-1,-1,3,3,3,3
+state,3,3,3,3,3,3,4,4,4,4
+balancing_authority_code_eia,-1,-1,-1,-1,4,4,5,5,5,5
+residential_customers,4,4,4,4,5,5,6,6,6,6
+commercial_customers,5,5,5,5,6,6,7,7,7,7
+industrial_customers,6,6,6,6,7,7,8,8,8,8
+transportation_customers,7,7,7,7,8,8,9,9,9,9
+total_customers,8,8,8,8,9,9,10,10,10,10
+residential_time_of_use_pricing,9,9,9,9,10,10,11,11,11,11
+commercial_time_of_use_pricing,10,10,10,10,11,11,12,12,12,12
+industrial_time_of_use_pricing,11,11,11,11,12,12,13,13,13,13
+transportation_time_of_use_pricing,12,12,12,12,13,13,14,14,14,14
+residential_real_time_pricing,13,13,13,13,14,14,15,15,15,15
+commercial_real_time_pricing,14,14,14,14,15,15,16,16,16,16
+industrial_real_time_pricing,15,15,15,15,16,16,17,17,17,17
+transportation_real_time_pricing,16,16,16,16,17,17,18,18,18,18
+residential_variable_peak_pricing,17,17,17,17,18,18,19,19,19,19
+commercial_variable_peak_pricing,18,18,18,18,19,19,20,20,20,20
+industrial_variable_peak_pricing,19,19,19,19,20,20,21,21,21,21
+transportation_variable_peak_pricing,20,20,20,20,21,21,22,22,22,22
+residential_critical_peak_pricing,21,21,21,21,22,22,23,23,23,23
+commercial_critical_peak_pricing,22,22,22,22,23,23,24,24,24,24
+industrial_critical_peak_pricing,23,23,23,23,24,24,25,25,25,25
+transportation_critical_peak_pricing,24,24,24,24,25,25,26,26,26,26
+residential_critical_peak_rebate,25,25,25,25,26,26,27,27,27,27
+commercial_critical_peak_rebate,26,26,26,26,27,27,28,28,28,28
+industrial_critical_peak_rebate,27,27,27,27,28,28,29,29,29,29
+transportation_critical_peak_rebate,28,28,28,28,29,29,30,30,30,30
+early_release,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1