SouthAfrica Budget Schema

statvar_imports/SouthAfrica/Budget/README.md

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+# ZAF - Budget Data
+
+- source: 
+
+- how to download data: Manual download from source.
+
+- type of place: Metropolitan Municipality.
+
+- statvars: Economy
+
+- years: 2018 to 2023
+
+- place_resolution: Resolved Metropolitan Municipality name to wikidata Id manually.
+
+### How to run:
+
+`python3 stat_var_processor.py --input_data=<input_file>.csv --pv_map=statvar_imports/SouthAfrica/Budget/pv_map/<filename>_pvmap.csv --config=statvar_imports/SouthAfrica/Budget/ZAF_Budget_metadata.csv --output_path=--output_path=<filepath/filename>`

statvar_imports/SouthAfrica/Budget/ZAF_Budget_metadata.csv

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+parameter,value
+url,
+description,South Africa coutry budget
+start_date,2018
+end_date,2023
+release_frequency,Yearly
+process,
+comments,
+output_columns,"observationAbout, observationDate, value, variableMeasured"
+header_rows,1

statvar_imports/SouthAfrica/Budget/pv_map/ZAF_Budget_pvmap.csv

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+key,Prop,Value,,,,,,
+Buffalo,observationAbout,wikidataId/Q1002006,observationDate,2018,populationType,EconomicActivity,,
+revenuebysource,populationType,EconomicActivity,measuredProperty,revenue,,,,
+PropertyRates,revenueSource,PropertyRate,measuredProperty,revenue,,,,
+ServiceChargesElectricityRevenue,revenueSource,ElectricityServiceChargeRevenue,measuredProperty,revenue,,,,
+ServiceChargesWaterRevenue,revenueSource,WaterServiceChargeRevenue,measuredProperty,revenue,,,,
+ServiceChargesSanitationRevenue,revenueSource,SanitationServiceChargeRevenue,measuredProperty,revenue,,,,
+ServiceChargesRefuseRevenue,revenueSource,RefuseServiceChargeRevenue,measuredProperty,revenue,,,,
+ServiceChargesOther,revenueSource,ZA_OtherServiceCharge,measuredProperty,revenue,,,,
+RentalOfFacilitiesAndEquipment,revenueSource,FacilityAndEquipmentRental,measuredProperty,revenue,,,,
+InterestEarnedExternalInvestments,revenueSource,Interest,investmentSource,ExternalInvestment,measuredProperty,revenue,,
+InterestEarnedOutstandingDebtors,revenueSource,Interest,investmentSource,OutstandingDebt,measuredProperty,revenue,,
+DividendsReceived,revenueSource,Dividend,measuredProperty,revenue,,,,
+FinesAndPenaltiesAndForfeits,revenueSource,FineOrPenaltyOrForfeit,measuredProperty,revenue,,,,
+LicencesAndPermits,revenueSource,LicenceAndPermit,measuredProperty,revenue,,,,
+AgencyServices,revenueSource,AgencyService,measuredProperty,revenue,,,,
+OtherRevenue,revenueSource,ZA_OtherRevenue,measuredProperty,revenue,,,,
+revenuebysource_TransfersAndSubsidies,revenueSource,TransferAndSubsidy,measuredProperty,revenue,,,,
+GainsOnDisposalOfPPE,revenueSource,PPEDisposalGain,measuredProperty,revenue,,,,
+TotalRevenueExcludingCapitalTransfersAndContributions,revenueSource,RevenueExcludingCapitalTransferAndContribution,measuredProperty,revenue,,,,
+expenditurebytype,populationType,EconomicActivity,measuredProperty,expenditure,,,,
+EmployeeRelatedCosts,expenditureType,EmployeeExpenditure,measuredProperty,expenditure,,,,
+RemunerationOfCouncillors,expenditureType,CouncillorRemuneration,measuredProperty,expenditure,,,,
+DebtImpairment,expenditureType,DebtImpairment,measuredProperty,expenditure,,,,
+DepreciationAndAssetImpairment,expenditureType,DepreciationOrAssetImpairment,measuredProperty,expenditure,,,,
+FinanceCharges,expenditureType,FinanceCharge,measuredProperty,expenditure,,,,
+BulkPurchases,expenditureType,BulkPurchase,measuredProperty,expenditure,,,,
+InventoryConsumed,expenditureType,InventoryConsumed,measuredProperty,expenditure,,,,
+OtherMaterials,expenditureType,ZA_OtherMaterialExpenditure,measuredProperty,expenditure,,,,
+ContractedServices,expenditureType,ContractedService,measuredProperty,expenditure,,,,
+expenditurebytype_TransfersAndSubsidies,expenditureType,TransferAndSubsidy,measuredProperty,expenditure,,,,
+OtherExpenditure,expenditureType,ZA_OtherExpenditure,measuredProperty,expenditure,,,,
+LossOnDisposalOfPPE,expenditureType,PPEDisposalLoss,measuredProperty,expenditure,,,,
+TotalExpenditure,measuredProperty,expenditure,,,,,,
+TransfersAndSubsidiesRelatedToCapitalMonetaryAllocationsForNationalOrProvincialAndDistrict,measuredProperty,amount,activitySource,TransfersAndSubsidyCapitalNationalProvincialDistrict,,,,
+TransfersAndSubsidiesCapitalRelatedToCapitalMonetaryAllocationsForNationalOrProvincialDepartmentalAgenciesAndHouseholdsAndNonProfitInstitutionsAndPrivateEnterprisesAndPublicCorporatonsAndHigherEducationalInstitutions,measuredProperty,amount,activitySource,TransfersAndSubsidyCapitalNationalProvincialAgency,,,,
+TransfersAndSubsidiesrelatedToCapitalInKindAll,measuredProperty,amount,activitySource,TransfersAndSubsidyCapitalInKindAll,,,,
+SurplusOrDeficitAfterCapitalTransfersAndContributions,measuredProperty,amount,activitySource,TransfersAndSubsidyCapital,,,,
+ExecutiveSupportServices,economicSector,ExecutiveSupportService,value,{Number},#Multiply,1000,unit,ZAR
+MunicipalManager,economicSector,MunicipalManagerService,value,{Number},#Multiply,1000,unit,ZAR
+HumanSettlementsAndHousing,economicSector,HumanSettlementAndHousingSector,value,{Number},#Multiply,1000,unit,ZAR
+ChiefFinancialOfficer,economicSector,ChiefFinancialOfficerService,value,{Number},#Multiply,1000,unit,ZAR
+CorporateServices,economicSector,CorporateService,value,{Number},#Multiply,1000,unit,ZAR
+InfrastructureServices,economicSector,InfrastructureService,value,{Number},#Multiply,1000,unit,ZAR
+EconomicDevelopmentAndPlanning,economicSector,EconomicDevelopmentAndPlanningSector,value,{Number},#Multiply,1000,unit,ZAR
+HealthOrPublicSafetyAndEmergency,economicSector,HealthService__PublicSafetyAndEmergencyService,value,{Number},#Multiply,1000,unit,ZAR
+MunicipalServices,economicSector,MunicipalService,value,{Number},#Multiply,1000,unit,ZAR
+EconomicDevelopmentAndAgencies,economicSector,EconomicDevelopmentAndAgency,value,{Number},#Multiply,1000,unit,ZAR
+SolidWasteAndEnvironmentalAndHealthManagement,economicSector,SolidWasteOrEnvironmentalOrHealthManagement,value,{Number},#Multiply,1000,unit,ZAR
+SportsAndRecreation,economicSector,SportAndRecreation,value,{Number},#Multiply,1000,unit,ZAR
+Total,value,{Number},#Multiply,1000,unit,ZAR,,
+AreaBasedServiceDelivery,economicSector,AreaBasedDeliveryService,value,{Number},#Multiply,1000,unit,ZAR
+AssetsAndFacilitiesManagement,economicSector,AssetAndFacilityManagement,value,{Number},#Multiply,1000,unit,ZAR
+OfficeOfTheCityManager,economicSector,OfficeCityManagerService,value,{Number},#Multiply,1000,unit,ZAR
+Energy,economicSector,EnergyService,value,{Number},#Multiply,1000,unit,ZAR
+Finance,economicSector,FinanceService,value,{Number},#Multiply,1000,unit,ZAR
+InformalSettlementsWaterAndWasteServices,economicSector,InformalSettlementWaterAndWasteService,value,{Number},#Multiply,1000,unit,ZAR
+SafetyAndSecurity,economicSector,SafetyAndSecurityService,value,{Number},#Multiply,1000,unit,ZAR
+SocialServices,economicSector,SocialService,value,{Number},#Multiply,1000,unit,ZAR
+TransportAndUrbanDevelopmentAuthority,economicSector,TransportAndUrbanDevelopmentAuthority,value,{Number},#Multiply,1000,unit,ZAR
+SpatialPlanningAndEnvironment,economicSector,EnvironmentAndSpatialPlanning,value,{Number},#Multiply,1000,unit,ZAR
+TransportPlanningAndProvisioning,economicSector,ProvisioningAndTransportPlanning,value,{Number},#Multiply,1000,unit,ZAR
+UrbanManagement,economicSector,UrbanManagement,value,{Number},#Multiply,1000,unit,ZAR
+WaterAndWaste,economicSector,WaterAndWasteService,value,{Number},#Multiply,1000,unit,ZAR
+CommunityServicesAndHealth,economicSector,HealthService__CommunityService,value,{Number},#Multiply,1000,unit,ZAR
+EconomicOpportunitiesAndAssetManagemnt,economicSector,EconomicOpportunityAndAssetManagement,value,{Number},#Multiply,1000,unit,ZAR
+EnergyAndClimateChange,economicSector,EnergyAndClimateChangeSector,value,{Number},#Multiply,1000,unit,ZAR
+FuturePlanningAndResilience,economicSector,FuturePlanningAndResilienceSector,value,{Number},#Multiply,1000,unit,ZAR
+UrbanMobility,economicSector,UrbanMobilityService,value,{Number},#Multiply,1000,unit,ZAR
+WaterAndSanitation,economicSector,WaterService__SanitationService,value,{Number},#Multiply,1000,unit,ZAR
+EconomicGrowth,economicSector,EconomicGrowth,value,{Number},#Multiply,1000,unit,ZAR
+ExecutiveAndCouncil,economicSector,ExecutiveOrCouncilSercive,value,{Number},#Multiply,1000,unit,ZAR
+FinanceAndCorporateServices,economicSector,FinanceService__CorporateService,value,{Number},#Multiply,1000,unit,ZAR
+WasteAndFleetManagement,economicSector,WasteAndFleetManagement,value,{Number},#Multiply,1000,unit,ZAR
+CityPlanning,economicSector,CityPlanning,value,{Number},#Multiply,1000,unit,ZAR
+EconomicDevelopment,economicSector,EconomicDevelopment,value,{Number},#Multiply,1000,unit,ZAR
+DisasterAndEmergencyManagement,economicSector,DisasterOrEmergencyManagement,value,{Number},#Multiply,1000,unit,ZAR
+HealthAndSocialDevelopment,economicSector,HealthService__SocialDevelopment,value,{Number},#Multiply,1000,unit,ZAR
+EnvironmentalResourceManagement,economicSector,EnvironmentalResourceManagement,value,{Number},#Multiply,1000,unit,ZAR
+MetroPolice,economicSector,MetroPoliceService,value,{Number},#Multiply,1000,unit,ZAR
+RoadsAndStormwater,economicSector,RoadOrStormwater,value,{Number},#Multiply,1000,unit,ZAR
+Other,economicSector,ZA_OtherService,value,{Number},#Multiply,1000,unit,ZAR
+CityManagerOperations,economicSector,CityManagerOperation,value,{Number},#Multiply,1000,unit,ZAR
+OfficeOfTheStrategicManagement,economicSector,StrategicManagementOffice,value,{Number},#Multiply,1000,unit,ZAR
+Governance,economicSector,Governance,value,{Number},#Multiply,1000,unit,ZAR
+CorporateAndHumanServices,economicSector,CorporateAndHumanService,value,{Number},#Multiply,1000,unit,ZAR
+CommunityAndEmergencyServices,economicSector,CommunityAndEmergencyService,value,{Number},#Multiply,1000,unit,ZAR
+TradingServices,economicSector,TradingService,value,{Number},#Multiply,1000,unit,ZAR
+DurbanICC,economicSector,DurbanICC,value,{Number},#Multiply,1000,unit,ZAR
+UshakaMarine,economicSector,UshakaMarine,value,{Number},#Multiply,1000,unit,ZAR
+CommunityDevelopment,economicSector,CommunityDevelopment,value,{Number},#Multiply,1000,unit,ZAR
+HealthDepartment,economicSector,HealthDepartment,value,{Number},#Multiply,1000,unit,ZAR
+SocialDevelopment,economicSector,SocialDevelopment,value,{Number},#Multiply,1000,unit,ZAR
+ForensicInvestigationServices,economicSector,ForensicInvestigationService,value,{Number},#Multiply,1000,unit,ZAR
+OfficeOfTheOmbudsman,economicSector,OmbudsmanOffice,value,{Number},#Multiply,1000,unit,ZAR
+SpeakerLegislativeArmOfCouncil,economicSector,SpeakerLegislativeArmOfCouncilService,value,{Number},#Multiply,1000,unit,ZAR
+InformationAndCommunicationTechnology,economicSector,InformationAndCommunicationTechnology,value,{Number},#Multiply,1000,unit,ZAR
+CorporateAndSharedServices,economicSector,CorporateAndSharedService,value,{Number},#Multiply,1000,unit,ZAR
+DevelopmentPlanning,economicSector,DevelopmentPlanning,value,{Number},#Multiply,1000,unit,ZAR
+MunicipalEntitiesAccounts,economicSector,MunicipalEntitiesAccount,value,{Number},#Multiply,1000,unit,ZAR
+Electricty,economicSector,ElectricitySector,value,{Number},#Multiply,1000,unit,ZAR
+Water,economicSector,WaterService,value,{Number},#Multiply,1000,unit,ZAR
+RoadsAndTransportDepartment,economicSector,RoadsAndTransportDepartment,value,{Number},#Multiply,1000,unit,ZAR
+Metrobus,economicSector,MetrobusService,value,{Number},#Multiply,1000,unit,ZAR
+JohannesburgCityParksAndZoo,economicSector,JohannesburgCityParksAndZooService,value,{Number},#Multiply,1000,unit,ZAR
+JohannesburgDevelopmentAgency,economicSector,JohannesburgDevelopmentAgency,value,{Number},#Multiply,1000,unit,ZAR
+PropertyManagementDepartment,economicSector,PropertyManagementDepartment,value,{Number},#Multiply,1000,unit,ZAR
+MetropolitanTradingCompany,economicSector,MetropolitanTradingCompany,value,{Number},#Multiply,1000,unit,ZAR
+JoburgMarket,economicSector,JoburgMarket,value,{Number},#Multiply,1000,unit,ZAR
+JohannesburgSocialHousingCompany,economicSector,JohannesburgSocialHousingCompany,value,{Number},#Multiply,1000,unit,ZAR
+JoburgCityTheatres,economicSector,JoburgCityTheatre,value,{Number},#Multiply,1000,unit,ZAR
+JohannesburgTourismCompany,economicSector,JohannesburgTourismCompany,value,{Number},#Multiply,1000,unit,ZAR
+OfficeOfTheExecutiveMayor,economicSector,ExecutiveMayorOfficeService,value,{Number},#Multiply,1000,unit,ZAR
+Engineering,economicSector,EngineeringService,value,{Number},#Multiply,1000,unit,ZAR
+Miscellaneous,economicSector,ZA_MiscellaneousService,value,{Number},#Multiply,1000,unit,ZAR
+NalediAndSoutpan,economicSector,NalediAndSoutpan,value,{Number},#Multiply,1000,unit,ZAR
+StrategicProjects,economicSector,StrategicProject,value,{Number},#Multiply,1000,unit,ZAR
+CommunityAndSocialDevelopmentServiceDepartment,economicSector,CommunityAndSocialDevelopmentServiceDepartment,value,{Number},#Multiply,1000,unit,ZAR
+EmergencyServicesDepartment,economicSector,EmergencyServicesDepartment,value,{Number},#Multiply,1000,unit,ZAR
+EnvironmentAndAgricultureManagementDepartment,economicSector,EnvironmentAndAgricultureManagementDepartment,value,{Number},#Multiply,1000,unit,ZAR
+AuditAndRiskDepartment,economicSector,AuditAndRiskDepartment,value,{Number},#Multiply,1000,unit,ZAR
+RegionalOperationsAndCoordinationDepartment,economicSector,RegionalOperationsAndCoordinationDepartment,value,{Number},#Multiply,1000,unit,ZAR
+SharedServicesDepartment,economicSector,SharedServicesDepartment,value,{Number},#Multiply,1000,unit,ZAR
+UtilityServicesDepartment,economicSector,UtilityServicesDepartment,value,{Number},#Multiply,1000,unit,ZAR
+EconomicDevelopmentTourismAndAgriculture,economicSector,EconomicDevelopmentTourismAndAgriculture,value,{Number},#Multiply,1000,unit,ZAR
+InfrastructureAndEngineeringUnit,economicSector,InfrastructureService__EngineeringService,value,{Number},#Multiply,1000,unit,ZAR
+Sanitation,economicSector,SanitationService,value,{Number},#Multiply,1000,unit,ZAR
+ElectricityAndEnergy,economicSector,ElectricitySector__EnergySector,value,{Number},#Multiply,1000,unit,ZAR
+MandelaBayStadium,economicSector,MandelaBayStadium,value,{Number},#Multiply,1000,unit,ZAR
+SpecialProjectsAndProgrammes,economicSector,SpecialProjectAndProgram,value,{Number},#Multiply,1000,unit,ZAR
+BudgetAndTreasury,economicSector,BudgetAndTreasury,value,{Number},#Multiply,1000,unit,ZAR