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Download script is changed to add all quarters of data #2115

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e226d6a
Download script is changed to add all quarters of data
Jul 28, 2026
a2c9c28
Download script is changed to add all quarters of data
Jul 28, 2026
d1c2e12
Fix missing newline at end of brazil_download_script.py
Krishnam24maheshwari Jul 29, 2026
438f1ed
Apply suggestions from code review
Krishnam24maheshwari Jul 29, 2026
4d7186f
Implement robust session for API requests
Krishnam24maheshwari Jul 29, 2026
d7ee36d
Adding goldens and updated the readme file and downlaod script
Aug 3, 2026
6e6a622
Modifications in downlaod and readme file and new vars.py file is added
Aug 3, 2026
c56efe0
counters path argument is added to the statvar command
Aug 3, 2026
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2 changes: 1 addition & 1 deletion statvar_imports/brazil_sidra_ibge/README.md
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Expand Up @@ -6,7 +6,7 @@

- Import Type: Fully Autorefresh

- Data Availability: 2022 to 2025
- Data Availability: Data is available from 2022-03 for every quarter and data is added every 3 months.

- Release Frequency: P3M, which means every 3 months (quarterly).

Expand Down
474 changes: 297 additions & 177 deletions statvar_imports/brazil_sidra_ibge/brazil_download_script.py
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34 changes: 34 additions & 0 deletions statvar_imports/brazil_sidra_ibge/golden_data/golden_observations_average_real_income.csv
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"observationAbout"
"wikidataId/Q40780"
"wikidataId/Q40885"
"wikidataId/Q40130"
"wikidataId/Q40040"
"wikidataId/Q40430"
"country/BRA"
"wikidataId/Q40123"
"wikidataId/Q980175"
"wikidataId/Q119158"
"wikidataId/Q43233"
"wikidataId/Q41587"
"wikidataId/Q42362"
"wikidataId/Q42824"
"wikidataId/Q43319"
"wikidataId/Q39109"
"wikidataId/Q1136194"
"wikidataId/Q478465"
"wikidataId/Q39517"
"wikidataId/Q38088"
"wikidataId/Q15499"
"wikidataId/Q40942"
"wikidataId/Q42722"
"wikidataId/Q43255"
"wikidataId/Q40030"
"wikidataId/Q41428"
"wikidataId/Q43235"
"wikidataId/Q42508"
"wikidataId/Q175"
"wikidataId/Q41115"
"wikidataId/Q43783"
"wikidataId/Q1088815"
"wikidataId/Q1060042"
"wikidataId/Q43695"
34 changes: 34 additions & 0 deletions ...var_imports/brazil_sidra_ibge/golden_data/golden_observations_employment_unemployment.csv
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"observationAbout"
"wikidataId/Q40780"
"wikidataId/Q40885"
"wikidataId/Q40130"
"wikidataId/Q40040"
"wikidataId/Q40430"
"country/BRA"
"wikidataId/Q40123"
"wikidataId/Q980175"
"wikidataId/Q119158"
"wikidataId/Q43233"
"wikidataId/Q41587"
"wikidataId/Q42362"
"wikidataId/Q42824"
"wikidataId/Q43319"
"wikidataId/Q39109"
"wikidataId/Q1136194"
"wikidataId/Q478465"
"wikidataId/Q39517"
"wikidataId/Q38088"
"wikidataId/Q15499"
"wikidataId/Q40942"
"wikidataId/Q42722"
"wikidataId/Q43255"
"wikidataId/Q40030"
"wikidataId/Q41428"
"wikidataId/Q43235"
"wikidataId/Q42508"
"wikidataId/Q175"
"wikidataId/Q41115"
"wikidataId/Q43783"
"wikidataId/Q1088815"
"wikidataId/Q1060042"
"wikidataId/Q43695"
34 changes: 34 additions & 0 deletions statvar_imports/brazil_sidra_ibge/golden_data/golden_observations_mass_income.csv
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"observationAbout"
"wikidataId/Q40780"
"wikidataId/Q40885"
"wikidataId/Q40130"
"wikidataId/Q40040"
"wikidataId/Q40430"
"country/BRA"
"wikidataId/Q40123"
"wikidataId/Q980175"
"wikidataId/Q119158"
"wikidataId/Q43233"
"wikidataId/Q41587"
"wikidataId/Q42362"
"wikidataId/Q42824"
"wikidataId/Q43319"
"wikidataId/Q39109"
"wikidataId/Q1136194"
"wikidataId/Q478465"
"wikidataId/Q39517"
"wikidataId/Q38088"
"wikidataId/Q15499"
"wikidataId/Q40942"
"wikidataId/Q42722"
"wikidataId/Q43255"
"wikidataId/Q40030"
"wikidataId/Q41428"
"wikidataId/Q43235"
"wikidataId/Q42508"
"wikidataId/Q175"
"wikidataId/Q41115"
"wikidataId/Q43783"
"wikidataId/Q1088815"
"wikidataId/Q1060042"
"wikidataId/Q43695"
34 changes: 34 additions & 0 deletions statvar_imports/brazil_sidra_ibge/golden_data/golden_observations_population_economic.csv
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"observationAbout"
"wikidataId/Q40780"
"wikidataId/Q40885"
"wikidataId/Q40130"
"wikidataId/Q40040"
"wikidataId/Q40430"
"country/BRA"
"wikidataId/Q40123"
"wikidataId/Q980175"
"wikidataId/Q119158"
"wikidataId/Q43233"
"wikidataId/Q41587"
"wikidataId/Q42362"
"wikidataId/Q42824"
"wikidataId/Q43319"
"wikidataId/Q39109"
"wikidataId/Q1136194"
"wikidataId/Q478465"
"wikidataId/Q39517"
"wikidataId/Q38088"
"wikidataId/Q15499"
"wikidataId/Q40942"
"wikidataId/Q42722"
"wikidataId/Q43255"
"wikidataId/Q40030"
"wikidataId/Q41428"
"wikidataId/Q43235"
"wikidataId/Q42508"
"wikidataId/Q175"
"wikidataId/Q41115"
"wikidataId/Q43783"
"wikidataId/Q1088815"
"wikidataId/Q1060042"
"wikidataId/Q43695"
3 changes: 3 additions & 0 deletions statvar_imports/brazil_sidra_ibge/golden_data/golden_summary_employment_unemployment.csv
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"NumObservationsDates","MeasurementMethods","observationPeriods","MinDate","MinValue","MaxValue","NumObservations","Units","StatVar","NumPlaces","MaxDate","ScalingFactors"
"17","[]","[P3M]","2022-03","2.1","17.5","561","[Percent]","Count_Person_Years14Onwards_Unemployed_AsAFractionOf_Count_Person_Years14Onwards","33","2026-03","[100]"
"17","[]","[P3M]","2022-03","47.1","71.4","561","[Percent]","Count_Person_Years14Onwards_InLaborForce_AsAFractionOf_Count_Person_Years14Onwards","33","2026-03","[100]"
3 changes: 3 additions & 0 deletions statvar_imports/brazil_sidra_ibge/golden_data/golden_summary_mass_income.csv
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"Units","MinValue","MaxDate","NumObservationsDates","MeasurementMethods","observationPeriods","MinDate","MaxValue","NumObservations","ScalingFactors","StatVar","NumPlaces"
"[BRL]","6.48E8","2026-03","17","[]","[P3M]","2022-03","4.06112E11","561","[]","Monthly_Income_Person_Years14Onwards_Employed_IncomeActuallyReceived","33"
"[BRL]","6.33E8","2026-03","17","[]","[P3M]","2022-03","3.74819E11","561","[]","Monthly_Income_Person_Years14Onwards_Employed","33"
24 changes: 24 additions & 0 deletions statvar_imports/brazil_sidra_ibge/golden_data/golden_summary_population_economic.csv
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"NumPlaces","NumObservations","Units","StatVar","observationPeriods","MaxValue","MinValue","ScalingFactors","MeasurementMethods","NumObservationsDates","MinDate","MaxDate"
"33","561","[]","Count_Person_Years14Onwards_PublicSector_Employed","[P3M]","1.3004E7","53000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_Employer_Employed","[P3M]","4270000.0","6000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person","[P3M]","2.13328E8","583000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_AdminSocialServiceEducation_Employed","[P3M]","1.9362E7","59000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_AgricultureForestFishingSector_Employed","[P3M]","8700000.0","12000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_AuxiliaryFamilyWorker_Employed","[P3M]","1923000.0","1000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards","[P3M]","1.7508E8","435000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_SelfEmployed_Employed","[P3M]","2.6109E7","61000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_PrivateSectorNoFormalContract_Employed","[P3M]","1.4067E7","26000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_DomesticServicesSector_Employed","[P3M]","6020000.0","10000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_TransportStorageSector_Employed","[P3M]","5992000.0","9000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_IBGEOtherServicesSector_Employed","[P3M]","5540000.0","10000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_VehicleTradeRepair_Employed","[P3M]","1.9505E7","43000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_GeneralIndustry_Employed","[P3M]","1.3287E7","10000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_Employed","[P3M]","1.02998E8","232000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_CommunicationFinanceSector_Employed","[P3M]","1.3229E7","20000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_AccommodationFoodSector_Employed","[P3M]","5636000.0","12000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_ConstructionSector_Employed","[P3M]","7688000.0","15000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_InLaborForce","[P3M]","1.08569E8","255000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_Unemployed","[P3M]","1.1725E7","12000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_DomesticWorker_Employed","[P3M]","5978000.0","10000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_PrivateSectorFormalContract_Employed","[P3M]","3.9409E7","55000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_NotInLaborForce","[P3M]","6.6525E7","165000.0","[]","[]","17","2022-03","2026-03"
21 changes: 21 additions & 0 deletions statvar_imports/brazil_sidra_ibge/golden_data/golden_summary_report_average_real_income.csv
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"MaxValue","NumObservationsDates","MinValue","MinDate","NumObservations","observationPeriods","MeasurementMethods","ScalingFactors","NumPlaces","Units","MaxDate","StatVar"
"5474.0","17","1257.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_IBGEOtherServicesSector_Employed_MainJob"
"5875.0","17","1497.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_GeneralIndustry_Employed_MainJob"
"7585.0","17","1827.0","2022-03","561","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_Employed_AllJobs_IncomeActuallyReceived"
"10441.0","17","2962.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_AdminSocialServiceEducation_Employed_MainJob"
"5440.0","17","1571.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_TransportStorageSector_Employed_MainJob"
"5631.0","17","611.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_AgricultureForestFishingSector_Employed_MainJob"
"3956.0","17","1926.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_PrivateSectorFormalContract_Employed_MainJob"
"3939.0","17","1650.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_VehicleCommerceRepair_Employed_MainJob"
"6464.0","17","1769.0","2022-03","561","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_Employed_MainJob"
"12900.0","17","2946.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_PublicSector_Employed_MainJob"
"14912.0","17","3527.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_Employer_Employed_MainJob"
"4364.0","17","1093.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_PrivateSectorNoFormalContract_Employed_MainJob"
"7351.0","17","1779.0","2022-03","561","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_Employed_MainJob_IncomeActuallyReceived"
"2020.0","17","722.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_DomesticWorker_Employed_MainJob"
"4883.0","17","1242.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_SelfEmployed_Employed_MainJob"
"3369.0","17","1227.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_AccommodationFoodSector_Employed_MainJob"
"6720.0","17","1813.0","2022-03","561","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_Employed_AllJobs"
"7364.0","17","2224.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_CommunicationFinanceSector_Employed_MainJob"
"2020.0","17","722.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_DomesticServicesSector_Employed_MainJob"
"5150.0","17","1339.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_ConstructionSector_Employed_MainJob"
15 changes: 9 additions & 6 deletions statvar_imports/brazil_sidra_ibge/manifest.json
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Expand Up @@ -9,10 +9,10 @@
"provenance_description": "Population Census on Economy Statistics for Brazil at country and state level.",
"scripts": [
"brazil_download_script.py",
"../../tools/statvar_importer/stat_var_processor.py --existing_statvar_mcf=gs://unresolved_mcf/scripts/statvar/stat_vars.mcf --input_data=input_files/Average_Real_Income/*.xlsx --pv_map=config_files/average_real_income_pvmap.csv,config_files/place_pvmap.csv --config_file=config_files/brazil_sidra_metadata.csv --output_path=output/average_real_income_output",
"../../tools/statvar_importer/stat_var_processor.py --existing_statvar_mcf=gs://unresolved_mcf/scripts/statvar/stat_vars.mcf --input_data=input_files/Mass_Income/*.xlsx --pv_map=config_files/mass_income_pvmap.csv,config_files/place_pvmap.csv --config_file=config_files/brazil_sidra_metadata.csv --output_path=output/mass_income_output",
"../../tools/statvar_importer/stat_var_processor.py --existing_statvar_mcf=gs://unresolved_mcf/scripts/statvar/stat_vars.mcf --input_data=input_files/Population_Economic_sector/*.xlsx --pv_map=config_files/population_pvmap.csv,config_files/place_pvmap.csv --config_file=config_files/brazil_sidra_metadata.csv --output_path=output/population_economic_sector_output",
"../../tools/statvar_importer/stat_var_processor.py --existing_statvar_mcf=gs://unresolved_mcf/scripts/statvar/stat_vars.mcf --input_data=input_files/Employment_And_Unemployment_Labor_Force/*.xlsx --pv_map=config_files/employment_and_unemployment_labor_force_pvmap.csv,config_files/place_pvmap.csv --config_file=config_files/brazil_sidra_metadata.csv --output_path=output/employment_and_unemployment_labor_force_output"
"../../tools/statvar_importer/stat_var_processor.py --existing_statvar_mcf=gs://unresolved_mcf/scripts/statvar/stat_vars.mcf --input_data=input_files/Average_Real_Income/*.xlsx --pv_map=config_files/average_real_income_pvmap.csv,config_files/place_pvmap.csv --config_file=config_files/brazil_sidra_metadata.csv --output_path=output/average_real_income_output --output_counters=counters/average_real_income_counters.csv",
"../../tools/statvar_importer/stat_var_processor.py --existing_statvar_mcf=gs://unresolved_mcf/scripts/statvar/stat_vars.mcf --input_data=input_files/Mass_Income/*.xlsx --pv_map=config_files/mass_income_pvmap.csv,config_files/place_pvmap.csv --config_file=config_files/brazil_sidra_metadata.csv --output_path=output/mass_income_output --output_counters=counters/mass_income_counters.csv",
"../../tools/statvar_importer/stat_var_processor.py --existing_statvar_mcf=gs://unresolved_mcf/scripts/statvar/stat_vars.mcf --input_data=input_files/Population_Economic_sector/*.xlsx --pv_map=config_files/population_pvmap.csv,config_files/place_pvmap.csv --config_file=config_files/brazil_sidra_metadata.csv --output_path=output/population_economic_sector_output --output_counters=counters/population_economic_sector_counters.csv",
"../../tools/statvar_importer/stat_var_processor.py --existing_statvar_mcf=gs://unresolved_mcf/scripts/statvar/stat_vars.mcf --input_data=input_files/Employment_And_Unemployment_Labor_Force/*.xlsx --pv_map=config_files/employment_and_unemployment_labor_force_pvmap.csv,config_files/place_pvmap.csv --config_file=config_files/brazil_sidra_metadata.csv --output_path=output/employment_and_unemployment_labor_force_output --output_counters=counters/employment_and_unemployment_labor_force_counters.csv"
],
"import_inputs": [
{
Expand All @@ -36,9 +36,12 @@
"input_files/Average_Real_Income/*.xlsx",
"input_files/Mass_Income/*.xlsx",
"input_files/Population_Economic_sector/*.xlsx",
"input_files/Employment_And_Unemployment_Labor_Force/*.xlsx"
"input_files/Employment_And_Unemployment_Labor_Force/*.xlsx",
"golden_data/*.csv",
"counters/*.csv"
],
"cron_schedule": "30 09 25 * *"
"cron_schedule": "30 09 25 * *",
"validation_config_file": "validation_config.json"
}
]
}
85 changes: 85 additions & 0 deletions statvar_imports/brazil_sidra_ibge/validation_config.json
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{
"schema_version": "1.0",
"rules": [
{
"rule_id": "check_deleted_records_percent",
"description": "Checks that the percentage of deleted records for the entire import is within threshold.",
"validator": "DELETED_RECORDS_PERCENT",
"params": {
"threshold": 0.1
}
},
{
"rule_id": "check_goldens_average_real_income",
"description": "Validates average real income data against its golden summary report.",
"validator": "GOLDENS_CHECK",
"params": {
"golden_files": "../../../../golden_data/golden_summary_report_average_real_income.csv",
"input_files": "../../input0/genmcf/summary_report.csv"
}
},
{
"rule_id": "check_goldens_mass_income",
"description": "Validates mass income data against its golden summary report.",
"validator": "GOLDENS_CHECK",
"params": {
"golden_files": "../../../../golden_data/golden_summary_mass_income.csv",
"input_files": "../../input1/genmcf/summary_report.csv"
}
},
{
"rule_id": "check_goldens_population_economic",
"description": "Validates population economic sector data against its golden summary report.",
"validator": "GOLDENS_CHECK",
"params": {
"golden_files": "../../../../golden_data/golden_summary_population_economic.csv",
"input_files": "../../input2/genmcf/summary_report.csv"
}
},
{
"rule_id": "check_goldens_employment_unemployment",
"description": "Validates employment and unemployment data against its golden summary report.",
"validator": "GOLDENS_CHECK",
"params": {
"golden_files": "../../../../golden_data/golden_summary_employment_unemployment.csv",
"input_files": "../../input3/genmcf/summary_report.csv"
}
},
{
"rule_id": "Check_goldens_output_csv_average_real_income",
"description": "Verifies the generated output CSV data matches established critical golden records",
"validator": "GOLDENS_CHECK",
"params": {
"golden_files": "../../../../golden_data/golden_observations_average_real_income.csv",
"input_files": "../../../../output/average_real_income_output.csv"
}
},
{
"rule_id": "Check_goldens_output_csv_mass_income",
"description": "Verifies the generated output CSV data matches established critical golden records",
"validator": "GOLDENS_CHECK",
"params": {
"golden_files": "../../../../golden_data/golden_observations_mass_income.csv",
"input_files": "../../../../output/mass_income_output.csv"
}
},
{
"rule_id": "Check_goldens_output_csv_population_economic",
"description": "Verifies the generated output CSV data matches established critical golden records",
"validator": "GOLDENS_CHECK",
"params": {
"golden_files": "../../../../golden_data/golden_observations_population_economic.csv",
"input_files": "../../../../output/population_economic_sector_output.csv"
}
},
{
"rule_id": "Check_goldens_output_csv_employment_unemployment",
"description": "Verifies the generated output CSV data matches established critical golden records",
"validator": "GOLDENS_CHECK",
"params": {
"golden_files": "../../../../golden_data/golden_observations_employment_unemployment.csv",
"input_files": "../../../../output/employment_and_unemployment_labor_force_output.csv"
}
}
]
}
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