diff --git a/scripts/us_epa/national_emissions_inventory/golden_data/golden_summary_report.csv b/scripts/us_epa/national_emissions_inventory/golden_data/golden_summary_report.csv new file mode 100644 index 0000000000..bbe33bb279 --- /dev/null +++ b/scripts/us_epa/national_emissions_inventory/golden_data/golden_summary_report.csv @@ -0,0 +1,465 @@ +"MinDate","Units","NumObservations","MinValue","ScalingFactors","MaxDate","observationPeriods","StatVar","MaxValue","NumPlaces","NumObservationsDates","MeasurementMethods" +"2008","[Ton]","16038","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_PM10_SCC_21_StationarySourceFuelCombustion","12240.892434342","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","9518","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Methanol_SCC_28_MiscellaneousAreaSources","29421.611726196","3225","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","6193","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Nickel_SCC_3_IndustrialProcesses","42.8828137","1687","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","462","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Fluorane_SCC_5_WasteDisposal","6.328015199999999","164","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","243","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cadmium_SCC_26_WasteDisposalTreatmentAndRecovery","0.0509772","123","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","45","0.0","[]","2008","[P1Y]","Annual_Amount_Emissions_Manganese_SCC_24_SolventUtilization","NaN","45","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","90","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Phosphorus_SCC_4_PetroleumAndSolventEvaporation","4.54","47","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","293","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cobalt_SCC_5_WasteDisposal","0.0849438","107","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","392","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Mercury_SCC_24_SolventUtilization","0.005001","131","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16038","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_SCC_21_StationarySourceFuelCombustion","155213.04546278325","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","137","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cyanide_SCC_4_PetroleumAndSolventEvaporation","61.062","62","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","61","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chloroform_SCC_25_StorageAndTransport","0.021103300000000002","59","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1","0.0","[]","2008","[P1Y]","Annual_Amount_Emissions_Manganese_SCC_25_StorageAndTransport","NaN","1","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16087","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Naphthalene_SCC_23_IndustrialProcesses","58.27423014","3229","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16038","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_OxidesOfNitrogen_SCC_21_StationarySourceFuelCombustion","38667.64734","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","3843","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Arsenic_SCC_2_InternalCombustionEngines","0.49","1041","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2017","[Ton]","186","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_NitrousOxide_SCC_5_WasteDisposal","114.7696","109","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16114","4.5878518E-8","[]","2020","[P1Y]","Annual_Amount_Emissions_Hexane_SCC_24_SolventUtilization","5831.7687000000005","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2017","[Ton]","1420","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Methane_SCC_2_InternalCombustionEngines","182743.19083253999","981","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16118","4.13355298E-7","[]","2020","[P1Y]","Annual_Amount_Emissions_Naphthalene_SCC_25_StorageAndTransport","42.73521371828","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","426","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_CarbonMonoxide_SCC_24_SolventUtilization","23.52","233","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15843","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Ammonia_SCC_26_WasteDisposalTreatmentAndRecovery","14519.5534","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2011","[Ton]","1000","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Sulfane_SCC_23_IndustrialProcesses","5332.73135789","965","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16119","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_PM2.5_SCC_23_IndustrialProcesses","26960.940626","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","183","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Phosphorus_SCC_5_WasteDisposal","58.006","64","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2020","[Ton]","2967","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Methane_SCC_28_MiscellaneousAreaSources","85864.54253","2967","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","5733","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Phenol_SCC_24_SolventUtilization","545.5472744130001","3170","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2020","[Ton]","2967","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_CarbonDioxide_SCC_28_MiscellaneousAreaSources","1.7519583561E7","2967","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1044","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Formaldehyde_SCC_5_WasteDisposal","530.98300898664","316","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","2254","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Mercury_SCC_5_WasteDisposal","0.49480524061482","666","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16117","9.6400539065E-10","[]","2020","[P1Y]","Annual_Amount_Emissions_Chromium_6_SCC_22_MobileSources","0.4679465913784995","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2017","[Ton]","3322","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_NitrousOxide_SCC_3_IndustrialProcesses","91120.298362695","1723","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2017","[Ton]","3705","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Methane_SCC_3_IndustrialProcesses","235258.32443364","1911","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15678","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Methanol_SCC_26_WasteDisposalTreatmentAndRecovery","5495.280262","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4639","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Selenium_SCC_23_IndustrialProcesses","0.7915","2356","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","186","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cyanide_SCC_2_InternalCombustionEngines","0.75","58","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","44","0.0","[]","2008","[P1Y]","Annual_Amount_Emissions_Fluorane_SCC_23_IndustrialProcesses","12.55842882","44","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","13","0.0","[]","2011","[P1Y]","Annual_Amount_Emissions_Chromium_6_SCC_25_StorageAndTransport","8.42812E-4","13","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","10364","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_CarbonMonoxide_SCC_1_ExternalCombustion","141630.0782","2335","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","10744","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cadmium_SCC_22_MobileSources","0.0932593091173","3002","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4884","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Lead_SCC_23_IndustrialProcesses","4.76982","2594","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4300","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_PM2.5_SCC_5_WasteDisposal","1907.825","1093","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16038","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_CarbonMonoxide_SCC_21_StationarySourceFuelCombustion","76146.978095156","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4021","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chromium_6_SCC_2_InternalCombustionEngines","0.151782715682","1090","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15930","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chromium_6_SCC_21_StationarySourceFuelCombustion","0.252691006802","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","6111","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Ammonia_SCC_1_ExternalCombustion","1790.1535093999998","1513","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16060","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Toluene_SCC_23_IndustrialProcesses","5655.78450218","3229","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","452","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_PM10_SCC_24_SolventUtilization","536.6115199999999","233","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","476","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Mercury_SCC_4_PetroleumAndSolventEvaporation","0.324526386078","188","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16124","2.588898","[]","2020","[P1Y]","Annual_Amount_Emissions_CarbonMonoxide_SCC_22_MobileSources","1406490.0125278393","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1434","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chromium_6_SCC_4_PetroleumAndSolventEvaporation","1.6914660000000001","502","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15957","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Ammonia_SCC_21_StationarySourceFuelCombustion","4681.979380000001","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","8","4.35E-8","[]","2014","[P1Y]","Annual_Amount_Emissions_Cadmium_SCC_6_MACTSourceCategories","4.5155939999999995E-4","3","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16115","0.0035426544543999995","[]","2020","[P1Y]","Annual_Amount_Emissions_Methanol_SCC_24_SolventUtilization","7483.5113","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","725","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Arsenic_SCC_5_WasteDisposal","0.65734934","244","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2014","[Ton]","114","1.88","[]","2017","[P1Y]","Annual_Amount_Emissions_Ammonia_SCC_27_NaturalSources","4231.22","58","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15789","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Arsenic_SCC_28_MiscellaneousAreaSources","1.1057547373999999","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","3184","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Toluene_SCC_5_WasteDisposal","118.575","867","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","32","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Coal_Tar_SCC_3_IndustrialProcesses","4.2780000000000005","15","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1546","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cyanide_SCC_1_ExternalCombustion","85.5","468","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","396","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Selenium_SCC_4_PetroleumAndSolventEvaporation","0.22073363319612999","156","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","5321","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Ammonia_SCC_3_IndustrialProcesses","15784.284","1415","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1","0.0","[]","2008","[P1Y]","Annual_Amount_Emissions_Pyrene_SCC_24_SolventUtilization","NaN","1","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16033","3.0484509999999997E-9","[]","2020","[P1Y]","Annual_Amount_Emissions_Mercury_SCC_21_StationarySourceFuelCombustion","0.283231856865496","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","8871","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Nickel_SCC_1_ExternalCombustion","39.8206953998","2097","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","5556","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_SCC_5_WasteDisposal","303042.7140752631","1341","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16124","0.002255992","[]","2020","[P1Y]","Annual_Amount_Emissions_Benzene_SCC_22_MobileSources","3405.31886199771","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","6","2.18E-8","[]","2014","[P1Y]","Annual_Amount_Emissions_Cobalt_SCC_6_MACTSourceCategories","3.4482712E-5","2","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4769","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Acetaldehyde_SCC_1_ExternalCombustion","739.9136000000001","1288","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15990","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Lead_SCC_21_StationarySourceFuelCombustion","1.8414650648506599","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","507","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cadmium_SCC_4_PetroleumAndSolventEvaporation","0.2184","205","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4418","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cadmium_SCC_3_IndustrialProcesses","8.8727","1311","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","10299","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_PM2.5_SCC_1_ExternalCombustion","35586.398576","2325","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4798","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Nickel_SCC_23_IndustrialProcesses","2.5380166","2452","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","8669","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Naphthalene_SCC_1_ExternalCombustion","769.016254163202","2068","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","173","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Manganese_SCC_26_WasteDisposalTreatmentAndRecovery","0.480205","59","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2011","[Ton]","2098","0.0","[]","2014","[P1Y]","Annual_Amount_Emissions_Cyanide_SCC_24_SolventUtilization","4.8112100000000004E-4","1965","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15789","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chromium_6_SCC_28_MiscellaneousAreaSources","0.9791966140000001","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","9645","5.4872941325E-8","[]","2020","[P1Y]","Annual_Amount_Emissions_Naphthalene_SCC_28_MiscellaneousAreaSources","3800.783963745075","3227","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1138","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Phosphorus_SCC_22_MobileSources","19.257570408903","455","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16124","9.909431308800008E-7","[]","2020","[P1Y]","Annual_Amount_Emissions_Nickel_SCC_22_MobileSources","21.38799780405368","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15975","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Acetaldehyde_SCC_26_WasteDisposalTreatmentAndRecovery","72.89927845","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","11752","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Pyrene_SCC_28_MiscellaneousAreaSources","54.25706250451073","3227","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16094","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_OxidesOfNitrogen_SCC_28_MiscellaneousAreaSources","17966.1098888067","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","24","0.0","[]","2014","[P1Y]","Annual_Amount_Emissions_Methanol_SCC_21_StationarySourceFuelCombustion","0.018774","14","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","2438","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Hexane_SCC_5_WasteDisposal","15.379999999999999","667","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","44","0.0","[]","2008","[P1Y]","Annual_Amount_Emissions_Cobalt_SCC_24_SolventUtilization","NaN","44","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15789","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Nickel_SCC_28_MiscellaneousAreaSources","0.1282822605","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","23","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Asbestos_SCC_5_WasteDisposal","0.05369217999999999","11","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","8077","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Hexane_SCC_1_ExternalCombustion","870.4955693300001","1956","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","10515","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_PM2.5_SCC_2_InternalCombustionEngines","2349.419409394","2379","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","476","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_Chloroform_SCC_24_SolventUtilization","333.28024800000003","177","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","46","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cyanide_SCC_5_WasteDisposal","5.5382","20","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16119","0.45858","[]","2020","[P1Y]","Annual_Amount_Emissions_SCC_24_SolventUtilization","129872.9815610652","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4808","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_VolatileOrganicCompound_SCC_5_WasteDisposal","2650.6666477999997","1176","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","400","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_SCC_6_MACTSourceCategories","5348.489","183","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1147","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Nickel_SCC_4_PetroleumAndSolventEvaporation","3.8098361850379","410","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1","0.0","[]","2008","[P1Y]","Annual_Amount_Emissions_Nickel_SCC_25_StorageAndTransport","NaN","1","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","12","0.027280000000000002","[]","2017","[P1Y]","Annual_Amount_Emissions_Chlorine_SCC_6_MACTSourceCategories","15.76","6","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16119","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_SCC_26_WasteDisposalTreatmentAndRecovery","131847.87695432777","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","385","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chlorine_SCC_5_WasteDisposal","142.42","158","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","480","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Arsenic_SCC_4_PetroleumAndSolventEvaporation","1.215679115015","194","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","11913","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chloroform_SCC_21_StationarySourceFuelCombustion","0.20841388","3228","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","6151","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chromium_6_SCC_3_IndustrialProcesses","6.13882319628","1694","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","8694","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Formaldehyde_SCC_1_ExternalCombustion","159.1838804477936","2066","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1198","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Ammonia_SCC_5_WasteDisposal","1767.08037822","342","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","6289","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Selenium_SCC_1_ExternalCombustion","15.328600000000002","1592","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15982","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Benzene_SCC_26_WasteDisposalTreatmentAndRecovery","112.8068","3229","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4759","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Manganese_SCC_23_IndustrialProcesses","2.00257523","2436","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15715","2.964956","[]","2020","[P1Y]","Annual_Amount_Emissions_VolatileOrganicCompound_SCC_27_NaturalSources","784562.0","3227","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2011","[Ton]","99","0.228465513","[]","2011","[P1Y]","Annual_Amount_Emissions_Phosphorus_SCC_24_SolventUtilization","0.71872927","99","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2017","[Ton]","1","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_Phosphorus_SCC_6_MACTSourceCategories","NaN","1","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","5798","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chloroform_SCC_23_IndustrialProcesses","2.6960929809999996","2412","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","10627","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_CarbonMonoxide_SCC_2_InternalCombustionEngines","15017.691","2389","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","7562","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Lead_SCC_3_IndustrialProcesses","42.7538","1976","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4214","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Methanol_SCC_2_InternalCombustionEngines","294.487919983","1144","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","252","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_Sulfane_SCC_26_WasteDisposalTreatmentAndRecovery","18.4241","111","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16124","9.817834758000042E-8","[]","2020","[P1Y]","Annual_Amount_Emissions_Manganese_SCC_22_MobileSources","19.850525384244516","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1400","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chromium_6_SCC_23_IndustrialProcesses","3.9792899957000003","825","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","9","1.96E-9","[]","2014","[P1Y]","Annual_Amount_Emissions_Nickel_SCC_6_MACTSourceCategories","8.620678E-4","4","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16118","4.7961814600000003E-4","[]","2020","[P1Y]","Annual_Amount_Emissions_Benzene_SCC_25_StorageAndTransport","273.126520802","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","232","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_PM2.5_SCC_25_StorageAndTransport","41.26","224","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","244","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_Ammonia_SCC_25_StorageAndTransport","5292.72","219","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","3185","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chloroform_SCC_1_ExternalCombustion","7.602721806","892","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16124","5.975217070000015E-9","[]","2020","[P1Y]","Annual_Amount_Emissions_Mercury_SCC_22_MobileSources","0.23824371673072461","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","6232","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Mercury_SCC_2_InternalCombustionEngines","0.8726501545420999","1686","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16114","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_PM2.5_SCC_28_MiscellaneousAreaSources","148963.82223266704","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","8765","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Oxo_Oxochromiooxy_Chromium_SCC_1_ExternalCombustion","22.875970669999997","2096","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","9542","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Phenol_SCC_28_MiscellaneousAreaSources","75.53699642000001","3147","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4673","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cobalt_SCC_23_IndustrialProcesses","0.322","2356","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4317","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Nickel_SCC_2_InternalCombustionEngines","14.8124","1188","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","8107","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Pyrene_SCC_1_ExternalCombustion","0.299784615671","2019","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","11538","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_SulfurDioxide_SCC_23_IndustrialProcesses","40973.660638831","3228","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16389","0.00129747","[]","2020","[P1Y]","Annual_Amount_Emissions_SCC_22_MobileSources","1.5360724604258054E8","3284","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","5993","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Oxo_Oxochromiooxy_Chromium_SCC_3_IndustrialProcesses","43.98152817572","1664","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1911","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chlorane_SCC_5_WasteDisposal","5935.7617","581","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1351","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Sulfane_SCC_5_WasteDisposal","337.376745","422","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2011","[Ton]","312","0.003609","[]","2020","[P1Y]","Annual_Amount_Emissions_Cyanide_SCC_26_WasteDisposalTreatmentAndRecovery","5.04","83","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","106","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chlorine_SCC_2_InternalCombustionEngines","3528.34347","49","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1906","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Ammonia_SCC_4_PetroleumAndSolventEvaporation","704.53138788272","612","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1520","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Sulfane_SCC_3_IndustrialProcesses","2830.12200009","552","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","6806","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cobalt_SCC_28_MiscellaneousAreaSources","0.0669014617","3225","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2011","[Ton]","1","0.022629200000000002","[]","2011","[P1Y]","Annual_Amount_Emissions_Chlorane_SCC_22_MobileSources","0.022629200000000002","1","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","9726","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_SulfurDioxide_SCC_3_IndustrialProcesses","77841.2782","2316","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","13071","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Mercury_SCC_26_WasteDisposalTreatmentAndRecovery","0.1538880106","3228","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","9515","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chloroform_SCC_28_MiscellaneousAreaSources","135.30009412382003","3144","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","837","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chromium_6_SCC_5_WasteDisposal","0.1428336","286","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15619","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Phenol_SCC_26_WasteDisposalTreatmentAndRecovery","63.774878793599996","3229","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","44","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_Ammonia_SCC_6_MACTSourceCategories","115.8072","26","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16033","2.3814098823529E-4","[]","2020","[P1Y]","Annual_Amount_Emissions_Formaldehyde_SCC_21_StationarySourceFuelCombustion","903.7337092295772","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","14037","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Phenol_SCC_23_IndustrialProcesses","7.102248929498174","3229","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","14045","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Methanol_SCC_22_MobileSources","2396.675580406849","2906","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16124","0.3249942","[]","2020","[P1Y]","Annual_Amount_Emissions_PM2.5_SCC_22_MobileSources","24614.120004777495","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","14339","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Fluorane_SCC_21_StationarySourceFuelCombustion","20.0102","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","3724","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_OxidesOfNitrogen_SCC_4_PetroleumAndSolventEvaporation","7192.363","1062","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","5406","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Hexane_SCC_2_InternalCombustionEngines","226.8911854572","1432","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15715","0.09100839999999999","[]","2020","[P1Y]","Annual_Amount_Emissions_Formaldehyde_SCC_27_NaturalSources","23737.0","3227","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","52","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_Methanol_SCC_6_MACTSourceCategories","115.7936","30","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16033","3.472889411764E-5","[]","2020","[P1Y]","Annual_Amount_Emissions_Acetaldehyde_SCC_21_StationarySourceFuelCombustion","424.54707188035","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","168","0.0","[]","2014","[P1Y]","Annual_Amount_Emissions_Manganese_SCC_28_MiscellaneousAreaSources","3.135327","59","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1756","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Pyrene_SCC_3_IndustrialProcesses","2.560000496502","607","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15452","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Pyrene_SCC_26_WasteDisposalTreatmentAndRecovery","0.434236","3229","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","314","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_VolatileOrganicCompound_SCC_6_MACTSourceCategories","2134.8","148","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15772","1.88","[]","2020","[P1Y]","Annual_Amount_Emissions_SCC_27_NaturalSources","1108436.24","3227","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1859","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chloroform_SCC_3_IndustrialProcesses","381.123","555","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16060","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Benzene_SCC_23_IndustrialProcesses","10363.294608600001","3229","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","2704","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chloroform_SCC_2_InternalCombustionEngines","2.64807390897","769","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","11567","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_OxidesOfNitrogen_SCC_23_IndustrialProcesses","48276.99","3228","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4682","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Arsenic_SCC_23_IndustrialProcesses","1.95899699546192","2356","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","3632","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Selenium_SCC_3_IndustrialProcesses","31.2","1081","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15876","1.23586E-6","[]","2020","[P1Y]","Annual_Amount_Emissions_Phenol_SCC_21_StationarySourceFuelCombustion","201.65964754309033","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2011","[Ton]","5","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Coal_Tar_SCC_5_WasteDisposal","4.0E-4","2","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","45","0.0","[]","2008","[P1Y]","Annual_Amount_Emissions_Nickel_SCC_24_SolventUtilization","NaN","45","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","281","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Pyrene_SCC_4_PetroleumAndSolventEvaporation","0.18619999999999998","105","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2020","[Ton]","6","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cadmium_SCC_25_StorageAndTransport","NaN","6","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","2539","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Phosphorus_SCC_1_ExternalCombustion","110.68213499999999","744","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","21","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_Chlorane_SCC_6_MACTSourceCategories","10.626","8","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","2091","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Phosphorus_SCC_3_IndustrialProcesses","18.9","736","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","174","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Phosphorus_SCC_26_WasteDisposalTreatmentAndRecovery","0.529938","58","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","11994","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Benzene_SCC_24_SolventUtilization","105.20003887280001","3228","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1473","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Selenium_SCC_2_InternalCombustionEngines","0.8611878268266999","475","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","88","0.0","[]","2014","[P1Y]","Annual_Amount_Emissions_Sulfane_SCC_28_MiscellaneousAreaSources","8754.32","44","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2017","[Ton]","1258","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_CarbonDioxide_SCC_1_ExternalCombustion","1.9611206E7","746","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","11680","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_PM2.5_SCC_3_IndustrialProcesses","15636.96284746878","2602","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15909","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Formaldehyde_SCC_26_WasteDisposalTreatmentAndRecovery","38.718216594550626","3229","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","2707","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Naphthalene_SCC_4_PetroleumAndSolventEvaporation","184.1852","848","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1755","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Lead_SCC_4_PetroleumAndSolventEvaporation","2.92","648","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16118","0.0626947612","[]","2020","[P1Y]","Annual_Amount_Emissions_VolatileOrganicCompound_SCC_25_StorageAndTransport","37789.457800000004","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","61","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Methanol_SCC_25_StorageAndTransport","1.37171","59","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","3817","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_OxidesOfNitrogen_SCC_5_WasteDisposal","6970.8483","978","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1","0.0","[]","2008","[P1Y]","Annual_Amount_Emissions_Pyrene_SCC_25_StorageAndTransport","NaN","1","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","12530","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Formaldehyde_SCC_28_MiscellaneousAreaSources","26140.268300229745","3227","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2017","[Ton]","224","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Methane_SCC_5_WasteDisposal","11276.06208","142","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","2450","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chloroform_SCC_5_WasteDisposal","27.154959575","667","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","11751","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Toluene_SCC_28_MiscellaneousAreaSources","2678.6330056810802","3227","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","670","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chlorane_SCC_4_PetroleumAndSolventEvaporation","77.8","244","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","11388","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_VolatileOrganicCompound_SCC_3_IndustrialProcesses","45078.7631931432","2539","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","10441","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_SulfurDioxide_SCC_2_InternalCombustionEngines","3903.2104","2372","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","9659","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Oxo_Oxochromiooxy_Chromium_SCC_22_MobileSources","14.974530944283574","3227","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","13","0.0","[]","2011","[P1Y]","Annual_Amount_Emissions_Oxo_Oxochromiooxy_Chromium_SCC_25_StorageAndTransport","0.001636048","13","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","8534","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Hexane_SCC_23_IndustrialProcesses","2499.977728","3223","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2017","[Ton]","1590","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_CarbonDioxide_SCC_2_InternalCombustionEngines","1.2619104348000001E7","1076","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16038","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_SulfurDioxide_SCC_21_StationarySourceFuelCombustion","16928.6527518","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","5827","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Toluene_SCC_4_PetroleumAndSolventEvaporation","6400.0","1552","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","2019","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chlorine_SCC_1_ExternalCombustion","10032.992","657","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4557","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Acetaldehyde_SCC_3_IndustrialProcesses","446.5743922","1254","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15131","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Acetaldehyde_SCC_24_SolventUtilization","1902.164391","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","10682","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_OxidesOfNitrogen_SCC_2_InternalCombustionEngines","100071.8424","2394","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2017","[Ton]","3564","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_CarbonDioxide_SCC_3_IndustrialProcesses","1.214879400465636E8","1851","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1248","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Lead_SCC_5_WasteDisposal","7.298","399","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16124","0.006254736","[]","2020","[P1Y]","Annual_Amount_Emissions_SulfurDioxide_SCC_22_MobileSources","27511.21155535306","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2020","[Ton]","1","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Coal_Tar_SCC_2_InternalCombustionEngines","NaN","1","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","744","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_Chlorine_SCC_21_StationarySourceFuelCombustion","36.80066","323","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","438","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_PM2.5_SCC_24_SolventUtilization","517.04672","233","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16119","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_PM10_SCC_23_IndustrialProcesses","245350.98","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","110","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Asbestos_SCC_3_IndustrialProcesses","1.17302","43","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","244","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Nickel_SCC_26_WasteDisposalTreatmentAndRecovery","0.009175860000000001","124","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","12","6.468E-10","[]","2017","[P1Y]","Annual_Amount_Emissions_Oxo_Oxochromiooxy_Chromium_SCC_6_MACTSourceCategories","0.0523215","5","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","915","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Acetaldehyde_SCC_4_PetroleumAndSolventEvaporation","48.82992","336","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","959","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Naphthalene_SCC_5_WasteDisposal","7.87","300","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","14044","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Phenol_SCC_22_MobileSources","29.376154508099994","2906","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1098","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Methanol_SCC_1_ExternalCombustion","1300.0","400","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16086","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Formaldehyde_SCC_23_IndustrialProcesses","5012.88000752","3229","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2017","[Ton]","1262","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Methane_SCC_1_ExternalCombustion","1166.43672","740","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16033","7.5529945E-9","[]","2020","[P1Y]","Annual_Amount_Emissions_Nickel_SCC_21_StationarySourceFuelCombustion","2.478736172436165","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","141","0.0","[]","2014","[P1Y]","Annual_Amount_Emissions_Chlorine_SCC_26_WasteDisposalTreatmentAndRecovery","176.313","76","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","10047","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_SCC_4_PetroleumAndSolventEvaporation","333653.2993320556","2288","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4134","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Hexane_SCC_4_PetroleumAndSolventEvaporation","896.042","1177","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","9884","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_VolatileOrganicCompound_SCC_4_PetroleumAndSolventEvaporation","43442.966984","2266","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","10184","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_SulfurDioxide_SCC_1_ExternalCombustion","423615.0558","2317","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16095","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_CarbonMonoxide_SCC_28_MiscellaneousAreaSources","1782328.963941122","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16004","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_NitrousOxide_SCC_22_MobileSources","5806.2291878999995","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","9043","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Acetaldehyde_SCC_2_InternalCombustionEngines","705.7787270142","2219","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","10105","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_OxidesOfNitrogen_SCC_3_IndustrialProcesses","55191.2349654","2351","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15789","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cadmium_SCC_28_MiscellaneousAreaSources","0.107520988","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16119","0.45858","[]","2020","[P1Y]","Annual_Amount_Emissions_VolatileOrganicCompound_SCC_24_SolventUtilization","113393.6178","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16124","0.01658976","[]","2020","[P1Y]","Annual_Amount_Emissions_Formaldehyde_SCC_22_MobileSources","5270.395270919511","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","44","0.0","[]","2008","[P1Y]","Annual_Amount_Emissions_Selenium_SCC_24_SolventUtilization","NaN","44","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","151","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chlorine_SCC_4_PetroleumAndSolventEvaporation","35.478","80","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","6560","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Benzene_SCC_3_IndustrialProcesses","846.0673733196","1755","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","9262","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Benzene_SCC_2_InternalCombustionEngines","101.2302081016","2254","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15639","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_PM10_SCC_26_WasteDisposalTreatmentAndRecovery","7979.7","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","697","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cyanide_SCC_3_IndustrialProcesses","919.222","234","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","10","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_Asbestos_SCC_2_InternalCombustionEngines","2.0E-4","7","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15","3.332E-10","[]","2017","[P1Y]","Annual_Amount_Emissions_Chromium_6_SCC_6_MACTSourceCategories","0.0307285","7","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15876","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chlorane_SCC_28_MiscellaneousAreaSources","156.75522999999998","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4215","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cobalt_SCC_3_IndustrialProcesses","18.76559","1325","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","11863","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cyanide_SCC_21_StationarySourceFuelCombustion","1.0468229350000002","3228","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","423","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_SulfurDioxide_SCC_24_SolventUtilization","3.0","233","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","128","0.0","[]","2011","[P1Y]","Annual_Amount_Emissions_Chlorane_SCC_23_IndustrialProcesses","2.9386","128","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16051","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_SulfurDioxide_SCC_28_MiscellaneousAreaSources","11448.959910102221","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15639","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_CarbonMonoxide_SCC_26_WasteDisposalTreatmentAndRecovery","79327.6","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16124","2.2058133162000055E-7","[]","2020","[P1Y]","Annual_Amount_Emissions_Arsenic_SCC_22_MobileSources","0.7335180382467547","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","6643","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Fluorane_SCC_28_MiscellaneousAreaSources","0.17447020000000002","3225","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16059","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Methane_SCC_22_MobileSources","9339.7268103","3228","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","413","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Manganese_SCC_5_WasteDisposal","0.9842019399999999","160","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","44","0.0","[]","2008","[P1Y]","Annual_Amount_Emissions_Arsenic_SCC_24_SolventUtilization","NaN","44","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","353","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Phosphorus_SCC_2_InternalCombustionEngines","1.1898498572","117","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","10745","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_SCC_2_InternalCombustionEngines","1.2621882821070524E7","2404","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","7","8.6316E-8","[]","2014","[P1Y]","Annual_Amount_Emissions_Arsenic_SCC_6_MACTSourceCategories","0.046","3","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","7","1.64E-7","[]","2014","[P1Y]","Annual_Amount_Emissions_Manganese_SCC_6_MACTSourceCategories","0.00148","3","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4","4.35E-9","[]","2014","[P1Y]","Annual_Amount_Emissions_Selenium_SCC_6_MACTSourceCategories","6.499999999999999E-7","2","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","168","0.0","[]","2014","[P1Y]","Annual_Amount_Emissions_Chlorine_SCC_22_MobileSources","35.09083919162823","58","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4714","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Naphthalene_SCC_3_IndustrialProcesses","175.137456891","1345","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16107","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_VolatileOrganicCompound_SCC_28_MiscellaneousAreaSources","418786.76747002255","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2017","[Ton]","1097","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_NitrousOxide_SCC_1_ExternalCombustion","3965.0","603","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15598","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Ammonia_SCC_28_MiscellaneousAreaSources","116671.462364","3146","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4682","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chlorine_SCC_23_IndustrialProcesses","8.18086","2437","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","45","0.0","[]","2008","[P1Y]","Annual_Amount_Emissions_Oxo_Oxochromiooxy_Chromium_SCC_24_SolventUtilization","0.0066197999999999995","45","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","11","0.0","[]","2014","[P1Y]","Annual_Amount_Emissions_Naphthalene_SCC_6_MACTSourceCategories","0.3804165","7","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16119","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_SCC_23_IndustrialProcesses","541445.6458165001","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","3087","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_SulfurDioxide_SCC_4_PetroleumAndSolventEvaporation","2643.3358007451397","930","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2014","[Ton]","3362","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Sulfane_SCC_24_SolventUtilization","120.93338599999998","3141","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","3","2.1579999999999998E-9","[]","2014","[P1Y]","Annual_Amount_Emissions_Pyrene_SCC_6_MACTSourceCategories","2.0525424E-6","1","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16124","8.416777199999999E-6","[]","2020","[P1Y]","Annual_Amount_Emissions_Pyrene_SCC_22_MobileSources","39.01391384483082","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","429","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_OxidesOfNitrogen_SCC_24_SolventUtilization","39.54","233","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2017","[Ton]","270","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_NitrousOxide_SCC_4_PetroleumAndSolventEvaporation","16.46","150","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","172","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cobalt_SCC_26_WasteDisposalTreatmentAndRecovery","0.004987464","58","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15934","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Toluene_SCC_26_WasteDisposalTreatmentAndRecovery","625.07813","3229","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","6808","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Selenium_SCC_28_MiscellaneousAreaSources","0.1045388672","3225","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4617","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Mercury_SCC_23_IndustrialProcesses","0.02564388","2356","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","364","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_Lead_SCC_24_SolventUtilization","0.4215765","205","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","657","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Oxo_Oxochromiooxy_Chromium_SCC_5_WasteDisposal","0.44","230","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16119","2.927832301E-5","[]","2020","[P1Y]","Annual_Amount_Emissions_SCC_28_MiscellaneousAreaSources","2.0433584913671963E7","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","166","0.0","[]","2014","[P1Y]","Annual_Amount_Emissions_Phosphorus_SCC_28_MiscellaneousAreaSources","42.05018620999999","57","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","130","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Fluorane_SCC_2_InternalCombustionEngines","7.8553356","65","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","8939","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cadmium_SCC_1_ExternalCombustion","1.3021086","2108","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2014","[Ton]","4","0.075","[]","2017","[P1Y]","Annual_Amount_Emissions_Sulfane_SCC_6_MACTSourceCategories","450.817","3","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","360","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Selenium_SCC_5_WasteDisposal","2.460001846","134","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","2929","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Benzene_SCC_5_WasteDisposal","40.839349999999996","808","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16033","1.48838117647E-6","[]","2020","[P1Y]","Annual_Amount_Emissions_Benzene_SCC_21_StationarySourceFuelCombustion","632.412750418","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","8956","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Arsenic_SCC_1_ExternalCombustion","9.640052087699999","2106","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15640","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_OxidesOfNitrogen_SCC_26_WasteDisposalTreatmentAndRecovery","2346.98","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15715","0.0667394","[]","2020","[P1Y]","Annual_Amount_Emissions_Acetaldehyde_SCC_27_NaturalSources","17406.82","3227","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4671","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Phosphorus_SCC_23_IndustrialProcesses","1.31540564","2356","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","3906","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Lead_SCC_2_InternalCombustionEngines","4.0522","1263","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","10563","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_VolatileOrganicCompound_SCC_2_InternalCombustionEngines","10030.52364614","2383","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","243","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Arsenic_SCC_26_WasteDisposalTreatmentAndRecovery","0.0071856","123","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","2663","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Formaldehyde_SCC_4_PetroleumAndSolventEvaporation","86.1","796","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16114","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_PM10_SCC_28_MiscellaneousAreaSources","176187.6838414737","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","8836","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Manganese_SCC_1_ExternalCombustion","55.316","2099","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4911","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Ammonia_SCC_2_InternalCombustionEngines","3131.232","1284","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","244","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Oxo_Oxochromiooxy_Chromium_SCC_26_WasteDisposalTreatmentAndRecovery","0.014130864","124","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","10303","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_PM10_SCC_1_ExternalCombustion","36446.92845","2325","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","291","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chloroform_SCC_4_PetroleumAndSolventEvaporation","10.701999999999998","112","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","11866","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chlorane_SCC_21_StationarySourceFuelCombustion","239.63206","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4300","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_PM10_SCC_5_WasteDisposal","3216.666","1094","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","884","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Acetaldehyde_SCC_5_WasteDisposal","10.434000000000001","252","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","44","0.0","[]","2008","[P1Y]","Annual_Amount_Emissions_Cadmium_SCC_24_SolventUtilization","NaN","44","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","11681","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Acetaldehyde_SCC_28_MiscellaneousAreaSources","13090.51137454632","3227","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","8","0.062","[]","2017","[P1Y]","Annual_Amount_Emissions_Chloroform_SCC_6_MACTSourceCategories","301.7861","3","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","32","9.999999999999999E-11","[]","2020","[P1Y]","Annual_Amount_Emissions_Asbestos_SCC_4_PetroleumAndSolventEvaporation","1.119","17","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","976","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cadmium_SCC_5_WasteDisposal","0.5422","321","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15104","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chloroform_SCC_26_WasteDisposalTreatmentAndRecovery","17.38","3229","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16124","3.9998989880000145E-4","[]","2020","[P1Y]","Annual_Amount_Emissions_Ammonia_SCC_22_MobileSources","12353.181400137486","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","532","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_Ammonia_SCC_24_SolventUtilization","51.526","239","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","6149","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Manganese_SCC_3_IndustrialProcesses","239.9472","1662","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15715","0.28353629999999996","[]","2020","[P1Y]","Annual_Amount_Emissions_Methanol_SCC_27_NaturalSources","111181.4","3227","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16068","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_CarbonMonoxide_SCC_23_IndustrialProcesses","43517.831426","3230","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15789","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Oxo_Oxochromiooxy_Chromium_SCC_28_MiscellaneousAreaSources","1.9007539616000002","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","76","0.0","[]","2011","[P1Y]","Annual_Amount_Emissions_Cyanide_SCC_23_IndustrialProcesses","0.26139999999999997","60","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","10398","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_OxidesOfNitrogen_SCC_1_ExternalCombustion","119371.00946","2342","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","401","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Fluorane_SCC_4_PetroleumAndSolventEvaporation","31.2001006","157","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16124","3.55054E-4","[]","2020","[P1Y]","Annual_Amount_Emissions_Toluene_SCC_22_MobileSources","13234.713678387816","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","11","0.0","[]","2014","[P1Y]","Annual_Amount_Emissions_Acetaldehyde_SCC_6_MACTSourceCategories","9.2394","8","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","11707","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Benzene_SCC_28_MiscellaneousAreaSources","3508.9595898027","3227","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16033","2.2957909860138E-9","[]","2020","[P1Y]","Annual_Amount_Emissions_Pyrene_SCC_21_StationarySourceFuelCombustion","27.160999413992002","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","244","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chromium_6_SCC_26_WasteDisposalTreatmentAndRecovery","0.0072795360000000005","124","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15619","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_SulfurDioxide_SCC_26_WasteDisposalTreatmentAndRecovery","1165.60196","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","8553","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Benzene_SCC_1_ExternalCombustion","142.54595834068002","2040","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16124","4.991305179677665","[]","2020","[P1Y]","Annual_Amount_Emissions_OxidesOfNitrogen_SCC_22_MobileSources","338061.80479153275","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","9418","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Formaldehyde_SCC_2_InternalCombustionEngines","4432.4802440262","2256","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","278","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Sulfane_SCC_1_ExternalCombustion","151.478","129","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16033","8.2425795E-9","[]","2020","[P1Y]","Annual_Amount_Emissions_Cadmium_SCC_21_StationarySourceFuelCombustion","0.6264730815140098","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2017","[Ton]","368","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Methane_SCC_4_PetroleumAndSolventEvaporation","4098.0","228","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","189","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_PM2.5_SCC_6_MACTSourceCategories","100.52000000000001","98","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16038","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_VolatileOrganicCompound_SCC_21_StationarySourceFuelCombustion","12687.123451","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15715","0.02076313","[]","2020","[P1Y]","Annual_Amount_Emissions_OxidesOfNitrogen_SCC_27_NaturalSources","18420.42","3227","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","13787","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Hexane_SCC_21_StationarySourceFuelCombustion","161.9822","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","63","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Pyrene_SCC_5_WasteDisposal","0.04663200000000001","30","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15639","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_PM2.5_SCC_26_WasteDisposalTreatmentAndRecovery","6151.56","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","3703","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Methanol_SCC_4_PetroleumAndSolventEvaporation","1411.9336","1084","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16124","0.3350458","[]","2020","[P1Y]","Annual_Amount_Emissions_PM10_SCC_22_MobileSources","142863.34163868416","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","167","0.0","[]","2014","[P1Y]","Annual_Amount_Emissions_Chlorine_SCC_28_MiscellaneousAreaSources","369.0369612","58","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16118","0.081347088551997","[]","2020","[P1Y]","Annual_Amount_Emissions_SCC_25_StorageAndTransport","39296.3144047352","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16032","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_VolatileOrganicCompound_SCC_26_WasteDisposalTreatmentAndRecovery","12025.490954","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16124","0.008239066","[]","2020","[P1Y]","Annual_Amount_Emissions_Acetaldehyde_SCC_22_MobileSources","2254.327249565413","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","2326","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chlorine_SCC_3_IndustrialProcesses","7454.235000000001","668","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","621","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chlorane_SCC_2_InternalCombustionEngines","1074.764409","236","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2017","[Ton]","263","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_CarbonDioxide_SCC_5_WasteDisposal","230395.08","169","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","5436","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Methanol_SCC_3_IndustrialProcesses","6009.5","1453","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","61","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Phenol_SCC_25_StorageAndTransport","0.766752","59","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","10294","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_VolatileOrganicCompound_SCC_1_ExternalCombustion","4721.068128","2326","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_Hexane_SCC_6_MACTSourceCategories","9.68286","9","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","235","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_CarbonMonoxide_SCC_25_StorageAndTransport","4037.6","225","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","8656","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cobalt_SCC_1_ExternalCombustion","7.4197999999999995","2047","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","11","0.0","[]","2014","[P1Y]","Annual_Amount_Emissions_Benzene_SCC_6_MACTSourceCategories","1.012","9","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","473","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_Fluorane_SCC_24_SolventUtilization","2.4341555940000004","175","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","231","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_PM10_SCC_25_StorageAndTransport","6.0","224","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","10523","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_PM10_SCC_2_InternalCombustionEngines","3106.5653679534425","2379","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16012","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Selenium_SCC_21_StationarySourceFuelCombustion","3.1299407366197594","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15789","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Lead_SCC_28_MiscellaneousAreaSources","1.1610173499999998","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","11686","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_PM10_SCC_3_IndustrialProcesses","28333.127063932392","2602","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","45","0.0","[]","2008","[P1Y]","Annual_Amount_Emissions_Chromium_6_SCC_24_SolventUtilization","0.0034102","45","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","61","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Acetaldehyde_SCC_25_StorageAndTransport","100.1928","59","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","552","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Phosphorus_SCC_21_StationarySourceFuelCombustion","1.3820126","205","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","8929","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Toluene_SCC_2_InternalCombustionEngines","73.01740453402","2211","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15622","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Lead_SCC_22_MobileSources","68.9566","3243","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","9041","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Lead_SCC_1_ExternalCombustion","7.706131","2139","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","3874","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Phenol_SCC_3_IndustrialProcesses","1028.040043891","1085","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","3422","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cadmium_SCC_2_InternalCombustionEngines","3.46400004","1048","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16086","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Acetaldehyde_SCC_23_IndustrialProcesses","604.6682992","3229","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","51","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_CarbonMonoxide_SCC_6_MACTSourceCategories","326.6","29","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16118","0.0029808799","[]","2020","[P1Y]","Annual_Amount_Emissions_Hexane_SCC_25_StorageAndTransport","505.901806","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16033","3.5828033E-8","[]","2020","[P1Y]","Annual_Amount_Emissions_Manganese_SCC_21_StationarySourceFuelCombustion","11.7003691366","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","14878","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Formaldehyde_SCC_24_SolventUtilization","8.260494000000001","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","24","0.0","[]","2014","[P1Y]","Annual_Amount_Emissions_Formaldehyde_SCC_6_MACTSourceCategories","11.3626","14","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","8995","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Naphthalene_SCC_2_InternalCombustionEngines","25.408498654","2241","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16012","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Arsenic_SCC_21_StationarySourceFuelCombustion","0.8346508630985833","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16033","6.198635661899999E-7","[]","2020","[P1Y]","Annual_Amount_Emissions_Naphthalene_SCC_21_StationarySourceFuelCombustion","71.139849235","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","170","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Sulfane_SCC_2_InternalCombustionEngines","1045.23325261","93","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","172","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Selenium_SCC_26_WasteDisposalTreatmentAndRecovery","0.0071856","58","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1138","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cobalt_SCC_22_MobileSources","0.41213159400000005","455","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4830","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Mercury_SCC_3_IndustrialProcesses","4.73823","1344","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","580","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Hexane_SCC_26_WasteDisposalTreatmentAndRecovery","272.40934000000004","286","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15975","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Naphthalene_SCC_26_WasteDisposalTreatmentAndRecovery","214.8556073","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","3692","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_CarbonMonoxide_SCC_4_PetroleumAndSolventEvaporation","6040.12705","1058","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","3","0.0","[]","2014","[P1Y]","Annual_Amount_Emissions_Cyanide_SCC_6_MACTSourceCategories","1.044","2","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","189","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_PM10_SCC_6_MACTSourceCategories","100.52000000000001","98","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","47","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_SulfurDioxide_SCC_6_MACTSourceCategories","2086.4","26","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1380","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Oxo_Oxochromiooxy_Chromium_SCC_4_PetroleumAndSolventEvaporation","3.2834339999999997","486","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16116","0.006127984365","[]","2020","[P1Y]","Annual_Amount_Emissions_Toluene_SCC_24_SolventUtilization","13815.459869","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16038","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_PM2.5_SCC_21_StationarySourceFuelCombustion","12226.885544521","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4393","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chlorane_SCC_3_IndustrialProcesses","6511.2874","1191","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2017","[Ton]","1157","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_NitrousOxide_SCC_2_InternalCombustionEngines","279.79305999999997","839","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4412","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_CarbonMonoxide_SCC_5_WasteDisposal","6392.161599999999","1114","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","61","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Formaldehyde_SCC_25_StorageAndTransport","1.28027","59","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","233","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_SulfurDioxide_SCC_25_StorageAndTransport","534.2","224","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","10485","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_SCC_1_ExternalCombustion","1.9712791119305674E7","2351","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2011","[Ton]","38","3.0000000000000003E-4","[]","2020","[P1Y]","Annual_Amount_Emissions_Coal_Tar_SCC_4_PetroleumAndSolventEvaporation","16.9143","16","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","277","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Sulfane_SCC_4_PetroleumAndSolventEvaporation","202.23133989364788","123","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","9715","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Hexane_SCC_28_MiscellaneousAreaSources","374.8271889705","3226","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16063","27.408637588","[]","2020","[P1Y]","Annual_Amount_Emissions_CarbonDioxide_SCC_22_MobileSources","1.509972793150456E8","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2017","[Ton]","412","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_CarbonDioxide_SCC_4_PetroleumAndSolventEvaporation","242846.272292","251","2","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","2557","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Fluorane_SCC_1_ExternalCombustion","14383.91","699","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16115","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Naphthalene_SCC_24_SolventUtilization","267.174977202318","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","5","7.6275E-6","[]","2017","[P1Y]","Annual_Amount_Emissions_Asbestos_SCC_1_ExternalCombustion","3.79584E-4","3","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16124","0.14785716","[]","2020","[P1Y]","Annual_Amount_Emissions_VolatileOrganicCompound_SCC_22_MobileSources","159454.1863857616","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","12965","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_SCC_3_IndustrialProcesses","1.5848445722135252E8","2806","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","834","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Nickel_SCC_5_WasteDisposal","1.31107","277","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","8306","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Toluene_SCC_1_ExternalCombustion","132.4543222","2014","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","23","0.0","[]","2014","[P1Y]","Annual_Amount_Emissions_Lead_SCC_6_MACTSourceCategories","1.78","12","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","3247","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Oxo_Oxochromiooxy_Chromium_SCC_2_InternalCombustionEngines","3.6418267397","1024","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","6231","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Hexane_SCC_3_IndustrialProcesses","2286.0540490382","1669","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","38","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_Toluene_SCC_6_MACTSourceCategories","165.2","19","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","43","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_OxidesOfNitrogen_SCC_6_MACTSourceCategories","140.146","26","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","7242","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Mercury_SCC_1_ExternalCombustion","1.5415999999999999","1792","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","5437","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_PM10_SCC_4_PetroleumAndSolventEvaporation","1885.97772884036","1474","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","304","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Oxo_Oxochromiooxy_Chromium_SCC_23_IndustrialProcesses","7.724506380899999","121","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","651","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Methanol_SCC_5_WasteDisposal","367.6544","183","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16124","6.10402E-4","[]","2020","[P1Y]","Annual_Amount_Emissions_Hexane_SCC_22_MobileSources","3149.4491800185065","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2020","[Ton]","1","0.022502249999999998","[]","2020","[P1Y]","Annual_Amount_Emissions_Coal_Tar_SCC_1_ExternalCombustion","0.022502249999999998","1","1","[dcAggregate/EPA_NationalEmissionInventory]" +"2011","[Ton]","264","0.01967","[]","2017","[P1Y]","Annual_Amount_Emissions_Cyanide_SCC_28_MiscellaneousAreaSources","53.34","90","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1197","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Manganese_SCC_4_PetroleumAndSolventEvaporation","6.484500000000001","441","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15930","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Oxo_Oxochromiooxy_Chromium_SCC_21_StationarySourceFuelCombustion","4.0338759506","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4204","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Manganese_SCC_2_InternalCombustionEngines","10.35807","1140","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4415","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Arsenic_SCC_3_IndustrialProcesses","14.323599999999999","1333","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","3335","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Phenol_SCC_1_ExternalCombustion","143.56334","953","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16124","3.4112E-4","[]","2020","[P1Y]","Annual_Amount_Emissions_Naphthalene_SCC_22_MobileSources","314.10409232574466","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","9977","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_CarbonMonoxide_SCC_3_IndustrialProcesses","286775.74154","2338","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","1383","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Phenol_SCC_4_PetroleumAndSolventEvaporation","251.7","473","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","6983","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Formaldehyde_SCC_3_IndustrialProcesses","389.6677504298","1835","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4668","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cadmium_SCC_23_IndustrialProcesses","0.889413","2356","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16082","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Pyrene_SCC_23_IndustrialProcesses","3.3929873199999996","3229","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15447","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chlorane_SCC_26_WasteDisposalTreatmentAndRecovery","25.532700000000002","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","5927","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Methanol_SCC_23_IndustrialProcesses","601.18058787","2459","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","938","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cobalt_SCC_4_PetroleumAndSolventEvaporation","2.95824","372","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","5432","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_PM2.5_SCC_4_PetroleumAndSolventEvaporation","1460.2405375407934","1474","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","3","0.1937004","[]","2014","[P1Y]","Annual_Amount_Emissions_Fluorane_SCC_6_MACTSourceCategories","0.24","1","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4358","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Selenium_SCC_22_MobileSources","0.2787139895045422","1257","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","237","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_OxidesOfNitrogen_SCC_25_StorageAndTransport","13881.4","225","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16118","0.0024349200999999997","[]","2020","[P1Y]","Annual_Amount_Emissions_Toluene_SCC_25_StorageAndTransport","1278.80353992","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","340","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Phenol_SCC_5_WasteDisposal","15.0","114","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","2059","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Ammonia_SCC_23_IndustrialProcesses","38096.4","1120","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4273","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chlorane_SCC_1_ExternalCombustion","8247.5","1093","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","5","1.74E-10","[]","2014","[P1Y]","Annual_Amount_Emissions_Mercury_SCC_6_MACTSourceCategories","1.067322E-4","2","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","3908","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_SulfurDioxide_SCC_5_WasteDisposal","11468.560000000001","997","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4671","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Phenol_SCC_2_InternalCombustionEngines","4.53746478","1191","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","2627","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Fluorane_SCC_3_IndustrialProcesses","1048.393383","766","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","7832","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cobalt_SCC_21_StationarySourceFuelCombustion","0.09645340000000001","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","348","3.7130000000000003E-6","[]","2020","[P1Y]","Annual_Amount_Emissions_Mercury_SCC_25_StorageAndTransport","0.07390000000000001","87","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","7652","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Pyrene_SCC_2_InternalCombustionEngines","0.38189993069999995","2002","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","595","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Cobalt_SCC_2_InternalCombustionEngines","0.143","231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16091","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_VolatileOrganicCompound_SCC_23_IndustrialProcesses","306699.59314403404","3230","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","508","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_Lead_SCC_26_WasteDisposalTreatmentAndRecovery","0.1760472","278","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","8733","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Chromium_6_SCC_1_ExternalCombustion","2.625795731043","2098","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","4164","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Benzene_SCC_4_PetroleumAndSolventEvaporation","253.5115","1150","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","14","0.0","[]","2014","[P1Y]","Annual_Amount_Emissions_Phenol_SCC_6_MACTSourceCategories","9.2","7","3","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15427","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Lead_SCC_25_StorageAndTransport","0.032031402","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15818","1.85379E-5","[]","2020","[P1Y]","Annual_Amount_Emissions_Toluene_SCC_21_StationarySourceFuelCombustion","204.108776395307","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","16119","1.0191E-7","[]","2020","[P1Y]","Annual_Amount_Emissions_Mercury_SCC_28_MiscellaneousAreaSources","0.129862504585","3231","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","7176","0.0","[]","2020","[P1Y]","Annual_Amount_Emissions_Toluene_SCC_3_IndustrialProcesses","2594.559585979086","1878","5","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","362","0.0","[]","2017","[P1Y]","Annual_Amount_Emissions_Chlorane_SCC_24_SolventUtilization","1.1138679999999999","175","4","[dcAggregate/EPA_NationalEmissionInventory]" +"2008","[Ton]","15715","0.637051","[]","2020","[P1Y]","Annual_Amount_Emissions_CarbonMonoxide_SCC_27_NaturalSources","166160.0","3227","5","[dcAggregate/EPA_NationalEmissionInventory]" diff --git a/scripts/us_epa/national_emissions_inventory/golden_data/national_emissions_golden.csv b/scripts/us_epa/national_emissions_inventory/golden_data/national_emissions_golden.csv new file mode 100644 index 0000000000..55dd4e239d --- /dev/null +++ b/scripts/us_epa/national_emissions_inventory/golden_data/national_emissions_golden.csv @@ -0,0 +1,2168 @@ +"geo_Id" +"geoId/01001" +"geoId/01003" +"geoId/01005" +"geoId/01007" +"geoId/01009" +"geoId/01013" +"geoId/01015" +"geoId/01017" +"geoId/01019" +"geoId/01021" +"geoId/01023" +"geoId/01025" +"geoId/01031" +"geoId/01033" +"geoId/01039" +"geoId/01043" +"geoId/01045" +"geoId/01047" +"geoId/01049" +"geoId/01051" +"geoId/01053" +"geoId/01055" +"geoId/01057" +"geoId/01059" +"geoId/01061" +"geoId/01065" +"geoId/01067" +"geoId/01069" +"geoId/01071" +"geoId/01073" +"geoId/01077" +"geoId/01079" +"geoId/01081" +"geoId/01083" +"geoId/01087" +"geoId/01089" +"geoId/01091" +"geoId/01093" +"geoId/01095" +"geoId/01097" +"geoId/01099" +"geoId/01101" +"geoId/01103" +"geoId/01107" +"geoId/01109" +"geoId/01111" +"geoId/01113" +"geoId/01115" +"geoId/01117" +"geoId/01119" +"geoId/01121" +"geoId/01123" +"geoId/01125" +"geoId/01127" +"geoId/01129" +"geoId/01133" +"geoId/02020" +"geoId/02050" +"geoId/02090" +"geoId/02110" +"geoId/02122" +"geoId/02170" +"geoId/04001" +"geoId/04003" +"geoId/04005" +"geoId/04007" +"geoId/04009" +"geoId/04012" +"geoId/04013" +"geoId/04015" +"geoId/04017" +"geoId/04019" +"geoId/04021" +"geoId/04023" +"geoId/04025" +"geoId/04027" +"geoId/05001" +"geoId/05003" +"geoId/05005" +"geoId/05007" +"geoId/05009" +"geoId/05015" +"geoId/05017" 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+"geoId/51600" +"geoId/51630" +"geoId/51650" +"geoId/51660" +"geoId/51670" +"geoId/51680" +"geoId/51683" +"geoId/51685" +"geoId/51690" +"geoId/51700" +"geoId/51710" +"geoId/51730" +"geoId/51740" +"geoId/51750" +"geoId/51760" +"geoId/51770" +"geoId/51775" +"geoId/51790" +"geoId/51800" +"geoId/51810" +"geoId/51820" +"geoId/51840" +"geoId/53001" +"geoId/53003" +"geoId/53005" +"geoId/53007" +"geoId/53009" +"geoId/53011" +"geoId/53015" +"geoId/53017" +"geoId/53021" +"geoId/53025" +"geoId/53027" +"geoId/53029" +"geoId/53031" +"geoId/53033" +"geoId/53035" +"geoId/53037" +"geoId/53039" +"geoId/53041" +"geoId/53045" +"geoId/53047" +"geoId/53049" +"geoId/53053" +"geoId/53055" +"geoId/53057" +"geoId/53061" +"geoId/53063" +"geoId/53065" +"geoId/53067" +"geoId/53071" +"geoId/53073" +"geoId/53075" +"geoId/53077" +"geoId/54003" +"geoId/54005" +"geoId/54009" +"geoId/54011" +"geoId/54019" +"geoId/54025" +"geoId/54027" +"geoId/54029" +"geoId/54033" +"geoId/54035" +"geoId/54037" +"geoId/54039" 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+"geoId/55101" +"geoId/55103" +"geoId/55105" +"geoId/55109" +"geoId/55111" +"geoId/55113" +"geoId/55115" +"geoId/55117" +"geoId/55119" +"geoId/55121" +"geoId/55123" +"geoId/55125" +"geoId/55127" +"geoId/55131" +"geoId/55133" +"geoId/55135" +"geoId/55137" +"geoId/55139" +"geoId/55141" +"geoId/56001" +"geoId/56005" +"geoId/56007" +"geoId/56013" +"geoId/56021" +"geoId/56023" +"geoId/56025" +"geoId/56029" +"geoId/56033" +"geoId/56037" +"geoId/56039" +"geoId/56041" +"geoId/72001" +"geoId/72003" +"geoId/72005" +"geoId/72007" +"geoId/72009" +"geoId/72011" +"geoId/72013" +"geoId/72015" +"geoId/72017" +"geoId/72019" +"geoId/72021" +"geoId/72023" +"geoId/72025" +"geoId/72027" +"geoId/72029" +"geoId/72031" +"geoId/72033" +"geoId/72035" +"geoId/72037" +"geoId/72039" +"geoId/72041" +"geoId/72043" +"geoId/72045" +"geoId/72047" +"geoId/72051" +"geoId/72053" +"geoId/72055" +"geoId/72057" +"geoId/72059" +"geoId/72061" +"geoId/72063" +"geoId/72065" +"geoId/72067" +"geoId/72069" +"geoId/72071" +"geoId/72073" +"geoId/72075" +"geoId/72077" +"geoId/72079" +"geoId/72081" +"geoId/72085" +"geoId/72087" +"geoId/72089" +"geoId/72091" +"geoId/72097" +"geoId/72099" +"geoId/72101" +"geoId/72103" +"geoId/72105" +"geoId/72107" +"geoId/72109" +"geoId/72111" +"geoId/72113" +"geoId/72115" +"geoId/72119" +"geoId/72121" +"geoId/72123" +"geoId/72125" +"geoId/72127" +"geoId/72129" +"geoId/72131" +"geoId/72133" +"geoId/72135" +"geoId/72137" +"geoId/72139" +"geoId/72141" +"geoId/72143" +"geoId/72145" +"geoId/72149" +"geoId/72151" +"geoId/72153" +"geoId/78010" +"geoId/78030" diff --git a/scripts/us_epa/national_emissions_inventory/manifest.json b/scripts/us_epa/national_emissions_inventory/manifest.json index aa997fecf3..2e8b880713 100644 --- a/scripts/us_epa/national_emissions_inventory/manifest.json +++ b/scripts/us_epa/national_emissions_inventory/manifest.json @@ -12,7 +12,8 @@ "process.py" ], "source_files": [ - "gcs_output/input_files/*/*.csv" + "gcs_output/input_files/*/*.csv", + "golden_data/*.csv" ], "import_inputs": [ { @@ -21,10 +22,11 @@ } ], "cron_schedule": "0 0 1 1-12/3 *", + "validation_config_file": "validation_config.json", "resource_limits": { - "cpu": 8, - "memory": 128, - "disk": 100 + "cpu": 32, + "memory": 512, + "disk": 300 } } ] diff --git a/scripts/us_epa/national_emissions_inventory/process.py b/scripts/us_epa/national_emissions_inventory/process.py index 3a14191517..101e33bdc9 100644 --- a/scripts/us_epa/national_emissions_inventory/process.py +++ b/scripts/us_epa/national_emissions_inventory/process.py @@ -125,21 +125,21 @@ def _regularize_columns(self, df: pd.DataFrame, df.rename(columns=replacement_08_11, inplace=True) df['pollutant type(s)'] = 'nan' if 'event' in file_path: - df.loc[:, 'emissions type code'] = '' + df['emissions type code'] = '' elif 'process' in file_path: df = df.dropna(subset=['fips code']) - df.loc[:, 'emissions type code'] = '' + df['emissions type code'] = '' if '2008' in file_path: - df.loc[:, 'year'] = '2008' + df['year'] = '2008' else: - df.loc[:, 'year'] = '2011' + df['year'] = '2011' elif '2017' in file_path: if 'Event' in file_path: df['pollutant type(s)'] = 'nan' elif 'point' in file_path: if 'unknown' in file_path or '678910' in file_path: df.rename(columns=replacement_point_17, inplace=True) - df.loc[:, 'emissions type code'] = '' + df['emissions type code'] = '' df['year'] = '2017' elif '2020' in file_path: if 'Event' in file_path: @@ -147,7 +147,7 @@ def _regularize_columns(self, df: pd.DataFrame, elif 'point' in file_path: if 'unknown' in file_path: df.rename(columns=replacement_20, inplace=True) - df.loc[:, 'emissions type code'] = '' + df['emissions type code'] = '' df['year'] = '2020' elif 'tribes' in file_path: df.rename(columns=replacement_tribes, inplace=True) @@ -157,7 +157,7 @@ def _regularize_columns(self, df: pd.DataFrame, else: df.rename(columns=replacement_14, inplace=True) if 'event' in file_path or 'process' in file_path: - df.loc[:, 'emissions type code'] = '' + df['emissions type code'] = '' df['pollutant type(s)'] = 'nan' df['year'] = '2014' @@ -325,7 +325,6 @@ def _process(self): self.final_df = self.final_df.sort_values( by=['geo_Id', 'year', 'SV', 'Measurement_Method', 'observation']) - self.final_df['observation'].replace('', np.nan, inplace=True) self.final_df.dropna(subset=['observation'], inplace=True) self.final_df['observation'] = np.where( self.final_df['unit'] == 'Pound', @@ -447,4 +446,4 @@ def main(_): if __name__ == "__main__": - app.run(main) + app.run(main) \ No newline at end of file diff --git a/scripts/us_epa/national_emissions_inventory/validation_config.json b/scripts/us_epa/national_emissions_inventory/validation_config.json new file mode 100644 index 0000000000..19f069b216 --- /dev/null +++ b/scripts/us_epa/national_emissions_inventory/validation_config.json @@ -0,0 +1,39 @@ +{ + "schema_version": "1.0", + "rules": [ + { + "rule_id": "check_deleted_records_percent", + "description": "Checks that the percentage of deleted points is within the threshold.", + "validator": "DELETED_RECORDS_PERCENT", + "params": { + "threshold": 0.1 + } + }, + { + "rule_id": "check_goldens_summary_report", + "description": "Validates summary_report.csv against the golden summary data", + "validator": "GOLDENS_CHECK", + "params": { + "golden_files": "../../../../golden_data/golden_summary_report.csv", + "goldens_key_property": [ + "StatVar", + "NumPlaces", + "NumObservations", + "NumObservationsDates", + "observationPeriods", + "MinDate", + "MaxDate" + ] + } + }, + { + "rule_id": "check_goldens_output_csv", + "description": "Verifies the generated output CSV data matches established critical golden records", + "validator": "GOLDENS_CHECK", + "params": { + "golden_files": "../../../../golden_data/national_emissions_golden.csv", + "input_files": "../../../../gcs_output/output_files/national_emissions.csv" + } + } + ] +} \ No newline at end of file