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These are published household percentages, not family counts or current registry 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ar_seed_pct":null,"emp_sector_education_pct":null,"crop_cabbage_prod_000t":null,"crop_cabbage_punjab_pct":null,"crop_brinjal_prod_000t":null,"crop_brinjal_punjab_pct":null,"kharif_sesamum_crop_pct":null,"crop_chillies_red_prod_000t":null,"crop_chillies_red_punjab_pct":null,"crop_onion_prod_000t":null,"crop_onion_punjab_pct":null,"crop_pomegranate_prod_000t":null,"crop_pomegranate_punjab_pct":null,"rabi_onion_pct":null,"crop_kinnu_prod_000t":null,"crop_kinnu_punjab_pct":null,"rabi_kinnu_pct":null,"crop_canola_prod_000t":null,"crop_canola_punjab_pct":null,"crop_moong_prod_000t":null,"crop_moong_punjab_pct":null,"crop_guar_seed_prod_000t":null,"crop_guar_seed_punjab_pct":null,"mfg_pharma_full_ind_total_pct":null,"mfg_pharma_full_ind_small_pct":null,"mfg_pharma_full_ind_medium_pct":null,"mfg_pharma_full_ind_large_pct":null,"mfg_pharma_full_emp_total_pct":null,"mfg_pharma_full_emp_small_pct":null,"mfg_pharma_full_emp_medium_pct":null,"mfg_pharma_full_emp_large_pct":null,"mfg_tobacco_ind_total_pct":null,"mfg_tobacco_ind_small_pct":null,"mfg_tobacco_ind_medium_pct":null,"mfg_tobacco_ind_large_pct":null,"mfg_tobacco_emp_total_pct":null,"mfg_tobacco_emp_small_pct":null,"mfg_tobacco_emp_medium_pct":null,"mfg_tobacco_emp_large_pct":null,"rabi_canola_pct":null,"crop_lychee_prod_000t":null,"crop_lychee_punjab_pct":null,"kharif_mango_pct":null,"crop_other_kharif_prod_000t":null,"crop_other_kharif_punjab_pct":null,"crop_lemon_prod_000t":null,"crop_lemon_punjab_pct":null,"crop_musk_melon_prod_000t":null,"crop_musk_melon_punjab_pct":null,"crop_matter_peas_prod_000t":null,"crop_matter_peas_punjab_pct":null,"crop_musk_melon_fruit_prod_000t":null,"crop_musk_melon_fruit_punjab_pct":null,"crop_maize_spring_prod_000t_source2":null,"crop_maize_spring_punjab_pct_source2":null,"crop_sugarcane_prod_000t":null,"crop_sugarcane_punjab_pct":null,"rabi_tobacco_pct":null,"crop_ground_nut_prod_000t":null,"crop_ground_nut_punjab_pct":null,"rabi_masoor_pct":null,"crop_bitter_gourd_prod_000t":null,"crop_bitter_gourd_punjab_pct":null,"kharif_guava_pct":null,"crop_lady_finger_prod_000t":null,"crop_lady_finger_punjab_pct":null,"crop_other_citrus_prod_000t":null,"crop_other_citrus_punjab_pct":null},{"district_key":"CHINIOT","district_name":"Chiniot","province":"Punjab","pdf_page":18,"atlas_page":11,"growth_period":"2017-2023","pop_2023_total_n":1563024,"pop_2023_urban_n":491672,"pop_2023_rural_n":1071352,"pop_2023_urban_pct":31.46,"pop_density_sqkm":591.38,"hh_size_total":6,"pop_growth_annual_total_pct":2.24,"pop_2017_total_n":555796,"census_metropolitan_corporations":0,"census_municipal_corporations":0,"census_municipal_committees":4,"census_town_committees":0,"census_cantonments":0,"census_qanoongo_halqas":13,"census_patwar_circles":112,"census_mauzas":350,"pop_age10plus_n":1145954,"pop_age10plus_male_pct":51,"pop_age10plus_female_pct":49,"pop_age10plus_urban_pct":33,"employed_n":481163,"employed_male_pct":78,"employed_female_pct":22,"employed_urban_pct":29,"employer_n":31173,"employer_male_pct":87,"employer_female_pct":13,"employer_urban_pct":37,"unemployed_n":88027,"unemployed_male_pct":51,"unemployed_female_pct":49,"unemployed_urban_pct":24,"not_lf_stud_15_24_n":107446,"not_lf_stud_15_24_male_pct":25,"not_lf_stud_15_24_female_pct":75,"not_lf_stud_15_24_urban_pct":30,"occ_craft_trades_pct":27,"occ_elementary_pct":21,"occ_plant_machine_assemblers_pct":20,"occ_service_sales_pct":13,"occ_skilled_agri_forest_fish_pct":null,"occ_others_pct":13,"emp_sector_agri_forest_fishing_pct":47,"emp_sector_construction_pct":7,"emp_sector_wholesale_retail_pct":13,"emp_sector_manufacturing_pct":16,"emp_sector_transport_storage_pct":4,"emp_sector_others_pct":13,"pop_2017_urban_n":278528,"pop_2017_rural_n":277268,"pop_2017_urban_pct":50,"pop_growth_annual_urban_pct":2.58,"pop_growth_annual_rural_pct":2.09,"hh_size_urban":5.9,"hh_size_rural":6.1,"income_lt50000_urban_pct":92.86,"income_lt50000_rural_pct":87.58,"income_50001_100000_urban_pct":5.71,"income_50001_100000_rural_pct":9.94,"income_100001_150000_urban_pct":0,"income_100001_150000_rural_pct":1.86,"income_150001_250000_urban_pct":1.43,"income_150001_250000_rural_pct":0,"income_ge250000_urban_pct":0,"income_ge250000_rural_pct":0.62,"schools_primary_n":503,"schools_middle_n":109,"schools_secondary_n":78,"schools_higher_secondary_n":7,"teachers_primary_n":1711,"teachers_middle_n":873,"teachers_secondary_n":1413,"teachers_higher_secondary_n":194,"enrolment_primary_n":77082,"enrolment_middle_n":34150,"enrolment_secondary_n":60615,"enrolment_higher_secondary_n":8424,"gross_enrol_primary_pct":63,"gross_enrol_middle_pct":60,"gross_enrol_secondary_pct":53,"gross_enrol_higher_secondary_pct":null,"students_per_teacher_primary":45,"students_per_teacher_middle":39,"students_per_teacher_secondary":43,"students_per_teacher_higher_secondary":43,"vocational_n":6,"vocational_ratio_reported":0.022,"colleges_n":10,"colleges_ratio_reported":0.036,"universities_n":0,"universities_ratio_reported":0,"lit_10_14_rural_male_pct":61,"l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labour","indicator":"Population aged 10 and above","category":null,"subgroup":"urban","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Composition share within this row; not a labour-force participation or unemployment rate."},{"field_name":"employed_n","section":"Population and labour","indicator":"Employed","category":null,"subgroup":null,"unit":"persons","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"employed_male_pct","section":"Population and labour","indicator":"Employed","category":null,"subgroup":"male","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Composition share within this row; not a labour-force participation or unemployment rate."},{"field_name":"employed_female_pct","section":"Population and labour","indicator":"Employed","category":null,"subgroup":"female","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Composition share within this row; not a labour-force participation or unemployment rate."},{"field_name":"employed_urban_pct","section":"Population and labour","indicator":"Employed","category":null,"subgroup":"urban","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Composition share within this row; not a labour-force participation or unemployment rate."},{"field_name":"employer_n","section":"Population and labour","indicator":"Employer","category":null,"subgroup":null,"unit":"persons","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"employer_male_pct","section":"Population and labour","indicator":"Employer","category":null,"subgroup":"male","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Composition share within this row; not a labour-force participation or unemployment rate."},{"field_name":"employer_female_pct","section":"Population and labour","indicator":"Employer","category":null,"subgroup":"female","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Composition share within this row; not a labour-force participation or unemployment rate."},{"field_name":"employer_urban_pct","section":"Population and labour","indicator":"Employer","category":null,"subgroup":"urban","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Composition share within this row; not a labour-force participation or unemployment rate."},{"field_name":"unemployed_n","section":"Population and labour","indicator":"Unemployed","category":null,"subgroup":null,"unit":"persons","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"unemployed_male_pct","section":"Population and labour","indicator":"Unemployed","category":null,"subgroup":"male","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Composition share within this row; not a labour-force participation or unemployment rate."},{"field_name":"unemployed_female_pct","section":"Population and labour","indicator":"Unemployed","category":null,"subgroup":"female","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Composition share within this row; not a labour-force participation or unemployment rate."},{"field_name":"unemployed_urban_pct","section":"Population and labour","indicator":"Unemployed","category":null,"subgroup":"urban","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Composition share within this row; not a labour-force participation or unemployment rate."},{"field_name":"not_lf_stud_15_24_n","section":"Population and labour","indicator":"Not L.F & Stud (15 to 24)","category":null,"subgroup":null,"unit":"persons","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":" Source abbreviation Not L.F & Stud (15 to 24) is retained; its full definition is not provided in the atlas."},{"field_name":"not_lf_stud_15_24_male_pct","section":"Population and labour","indicator":"Not L.F & Stud (15 to 24)","category":null,"subgroup":"male","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Composition share within this row; not a labour-force participation or unemployment rate. Source abbreviation Not L.F & Stud (15 to 24) is retained; its full definition is not provided in the atlas."},{"field_name":"not_lf_stud_15_24_female_pct","section":"Population and labour","indicator":"Not L.F & Stud (15 to 24)","category":null,"subgroup":"female","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Composition share within this row; not a labour-force participation or unemployment rate. Source abbreviation Not L.F & Stud (15 to 24) is retained; its full definition is not provided in the atlas."},{"field_name":"not_lf_stud_15_24_urban_pct","section":"Population and labour","indicator":"Not L.F & Stud (15 to 24)","category":null,"subgroup":"urban","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Composition share within this row; not a labour-force participation or unemployment rate. Source abbreviation Not L.F & Stud (15 to 24) is retained; its full definition is not provided in the atlas."},{"field_name":"occ_craft_trades_pct","section":"Occupations","indicator":"Share in labour force","category":"Craft and Related Trades Workers","subgroup":null,"unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Craft and Related Trades Workers","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"occ_elementary_pct","section":"Occupations","indicator":"Share in labour force","category":"Elementary Occupations","subgroup":null,"unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Elementary Occupations","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"occ_plant_machine_assemblers_pct","section":"Occupations","indicator":"Share in labour force","category":"Plant and Machine Operators and Assemblers","subgroup":null,"unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Plant and Machine Operators; Plant and Machine Operators, and Assemblers","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Source label: Plant and Machine Operators Source label: Plant and Machine Operators, and Assemblers"},{"field_name":"occ_service_sales_pct","section":"Occupations","indicator":"Share in labour force","category":"Service and Sales Workers","subgroup":null,"unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Service and Sales Workers; Service and sales workers","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"occ_skilled_agri_forest_fish_pct","section":"Occupations","indicator":"Share in labour force","category":"Skilled Agricultural, Forestry and Fishery Workers","subgroup":null,"unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Skilled Agricultural, Forestry and Fishery Workers; Skilled agricultural, forestry and fishery workers","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"occ_others_pct","section":"Occupations","indicator":"Share in labour force","category":"Others","subgroup":null,"unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other; Others","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Source label: Other"},{"field_name":"emp_sector_agri_forest_fishing_pct","section":"Employment sectors","indicator":"Share in labour force","category":"Agriculture, Forestry and Fishing","subgroup":null,"unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Agriculture, Forestry and Fishing; Agriculture, forestry and fishing","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"emp_sector_construction_pct","section":"Employment sectors","indicator":"Share in labour force","category":"Construction","subgroup":null,"unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Construction; construction","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"emp_sector_wholesale_retail_pct","section":"Employment sectors","indicator":"Share in labour force","category":"Wholesale & Retail Trade","subgroup":null,"unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wholesale & Retail Trade","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"emp_sector_manufacturing_pct","section":"Employment sectors","indicator":"Share in labour force","category":"Manufacturing","subgroup":null,"unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Manufacturing","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"emp_sector_transport_storage_pct","section":"Employment sectors","indicator":"Share in labour force","category":"Transportation and Storage","subgroup":null,"unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Transport & Storage; Transportation and Storage","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"emp_sector_others_pct","section":"Employment sectors","indicator":"Share in labour force","category":"Others","subgroup":null,"unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other; Others","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Source label: Other"},{"field_name":"pop_2017_total_n","section":"Population","indicator":"Population census 2017","category":null,"subgroup":"total","unit":"persons","period":"2017","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"pop_2017_urban_n","section":"Population","indicator":"Population census 2017","category":null,"subgroup":"urban","unit":"persons","period":"2017","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"pop_2017_rural_n","section":"Population","indicator":"Population census 2017","category":null,"subgroup":"rural","unit":"persons","period":"2017","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"pop_2017_urban_pct","section":"Population","indicator":"Urban share of census population","category":null,"subgroup":"urban","unit":"percent","period":"2017","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"pop_2023_total_n","section":"Population","indicator":"Population census 2023","category":null,"subgroup":"total","unit":"persons","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"pop_2023_urban_n","section":"Population","indicator":"Population census 2023","category":null,"subgroup":"urban","unit":"persons","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"pop_2023_rural_n","section":"Population","indicator":"Population census 2023","category":null,"subgroup":"rural","unit":"persons","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"pop_2023_urban_pct","section":"Population","indicator":"Urban share of census population","category":null,"subgroup":"urban","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"pop_growth_annual_total_pct","section":"Population","indicator":"Average annual population growth rate","category":null,"subgroup":"total","unit":"percent per year","period":"1998-2017; 2017-2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"pop_growth_annual_urban_pct","section":"Population","indicator":"Average annual population growth rate","category":null,"subgroup":"urban","unit":"percent per year","period":"1998-2017; 2017-2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"pop_growth_annual_rural_pct","section":"Population","indicator":"Average annual population growth rate","category":null,"subgroup":"rural","unit":"percent per year","period":"1998-2017; 2017-2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"pop_density_sqkm","section":"Population","indicator":"Population density","category":null,"subgroup":"total","unit":"persons per sq km","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"hh_size_total","section":"Population","indicator":"Average household size","category":null,"subgroup":"total","unit":"persons per household","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"hh_size_urban","section":"Population","indicator":"Average household size","category":null,"subgroup":"urban","unit":"persons per household","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"hh_size_rural","section":"Population","indicator":"Average household size","category":null,"subgroup":"rural","unit":"persons per household","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"income_lt50000_urban_pct","section":"Income","indicator":"Household income band","category":"Less than 50,000","subgroup":"urban","unit":"percent","period":"2019-20","gis_field":"yes","source_labels":"Less than 50,000","source_dataset":"Pakistan Social and Living Standard Measurement Survey 2019-20","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Band labels retained as printed. Currency and income reference period are not explicitly stated; 250,000 occurs in both top band labels."},{"field_name":"income_lt50000_rural_pct","section":"Income","indicator":"Household income band","category":"Less than 50,000","subgroup":"rural","unit":"percent","period":"2019-20","gis_field":"yes","source_labels":"Less than 50,000","source_dataset":"Pakistan Social and Living Standard Measurement Survey 2019-20","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Band labels retained as printed. Currency and income reference period are not explicitly stated; 250,000 occurs in both top band labels."},{"field_name":"income_50001_100000_urban_pct","section":"Income","indicator":"Household income band","category":"50,001 to 100,000","subgroup":"urban","unit":"percent","period":"2019-20","gis_field":"yes","source_labels":"50,001 to 100,000","source_dataset":"Pakistan Social and Living Standard Measurement Survey 2019-20","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Band labels retained as printed. Currency and income reference period are not explicitly stated; 250,000 occurs in both top band labels."},{"field_name":"income_50001_100000_rural_pct","section":"Income","indicator":"Household income band","category":"50,001 to 100,000","subgroup":"rural","unit":"percent","period":"2019-20","gis_field":"yes","source_labels":"50,001 to 100,000","source_dataset":"Pakistan Social and Living Standard Measurement Survey 2019-20","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Band labels retained as printed. Currency and income reference period are not explicitly stated; 250,000 occurs in both top band labels."},{"field_name":"income_100001_150000_urban_pct","section":"Income","indicator":"Household income band","category":"100,001 to 150,000","subgroup":"urban","unit":"percent","period":"2019-20","gis_field":"yes","source_labels":"100,001 to 150,000","source_dataset":"Pakistan Social and Living Standard Measurement Survey 2019-20","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Band labels retained as printed. Currency and income reference period are not explicitly stated; 250,000 occurs in both top band labels."},{"field_name":"income_100001_150000_rural_pct","section":"Income","indicator":"Household income band","category":"100,001 to 150,000","subgroup":"rural","unit":"percent","period":"2019-20","gis_field":"yes","source_labels":"100,001 to 150,000","source_dataset":"Pakistan Social and Living Standard Measurement Survey 2019-20","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Band labels retained as printed. Currency and income reference period are not explicitly stated; 250,000 occurs in both top band labels."},{"field_name":"income_150001_250000_urban_pct","section":"Income","indicator":"Household income band","category":"150,001 to 250,000","subgroup":"urban","unit":"percent","period":"2019-20","gis_field":"yes","source_labels":"150,001 to 250,000","source_dataset":"Pakistan Social and Living Standard Measurement Survey 2019-20","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Band labels retained as printed. Currency and income reference period are not explicitly stated; 250,000 occurs in both top band labels."},{"field_name":"income_150001_250000_rural_pct","section":"Income","indicator":"Household income band","category":"150,001 to 250,000","subgroup":"rural","unit":"percent","period":"2019-20","gis_field":"yes","source_labels":"150,001 to 250,000","source_dataset":"Pakistan Social and Living Standard Measurement Survey 2019-20","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Band labels retained as printed. Currency and income reference period are not explicitly stated; 250,000 occurs in both top band labels."},{"field_name":"income_ge250000_urban_pct","section":"Income","indicator":"Household income band","category":"250,000 and Above","subgroup":"urban","unit":"percent","period":"2019-20","gis_field":"yes","source_labels":"250,000 and Above","source_dataset":"Pakistan Social and Living Standard Measurement Survey 2019-20","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Band labels retained as printed. Currency and income reference period are not explicitly stated; 250,000 occurs in both top band labels."},{"field_name":"income_ge250000_rural_pct","section":"Income","indicator":"Household income band","category":"250,000 and Above","subgroup":"rural","unit":"percent","period":"2019-20","gis_field":"yes","source_labels":"250,000 and Above","source_dataset":"Pakistan Social and Living Standard Measurement Survey 2019-20","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Band labels retained as printed. Currency and income reference period are not explicitly stated; 250,000 occurs in both top band labels."},{"field_name":"schools_primary_n","section":"Schools","indicator":"Number of schools","category":"primary","subgroup":null,"unit":"count","period":"2024","gis_field":"yes","source_labels":"primary","source_dataset":"Schools Information System 2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"schools_middle_n","section":"Schools","indicator":"Number of schools","category":"middle","subgroup":null,"unit":"count","period":"2024","gis_field":"yes","source_labels":"middle","source_dataset":"Schools Information System 2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"schools_secondary_n","section":"Schools","indicator":"Number of schools","category":"secondary","subgroup":null,"unit":"count","period":"2024","gis_field":"yes","source_labels":"secondary","source_dataset":"Schools Information System 2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"schools_higher_secondary_n","section":"Schools","indicator":"Number of schools","category":"higher_secondary","subgroup":null,"unit":"count","period":"2024","gis_field":"yes","source_labels":"higher_secondary","source_dataset":"Schools Information System 2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"teachers_primary_n","section":"Schools","indicator":"Number of teachers","category":"primary","subgroup":null,"unit":"persons","period":"2024","gis_field":"yes","source_labels":"primary","source_dataset":"Schools Information System 2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"teachers_middle_n","section":"Schools","indicator":"Number of teachers","category":"middle","subgroup":null,"unit":"persons","period":"2024","gis_field":"yes","source_labels":"middle","source_dataset":"Schools Information System 2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"teachers_secondary_n","section":"Schools","indicator":"Number of teachers","category":"secondary","subgroup":null,"unit":"persons","period":"2024","gis_field":"yes","source_labels":"secondary","source_dataset":"Schools Information System 2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"teachers_higher_secondary_n","section":"Schools","indicator":"Number of teachers","category":"higher_secondary","subgroup":null,"unit":"persons","period":"2024","gis_field":"yes","source_labels":"higher_secondary","source_dataset":"Schools Information System 2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"enrolment_primary_n","section":"Schools","indicator":"Enrollment","category":"primary","subgroup":null,"unit":"students","period":"2024","gis_field":"yes","source_labels":"primary","source_dataset":"Schools Information System 2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"enrolment_middle_n","section":"Schools","indicator":"Enrollment","category":"middle","subgroup":null,"unit":"students","period":"2024","gis_field":"yes","source_labels":"middle","source_dataset":"Schools Information System 2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"enrolment_secondary_n","section":"Schools","indicator":"Enrollment","category":"secondary","subgroup":null,"unit":"students","period":"2024","gis_field":"yes","source_labels":"secondary","source_dataset":"Schools Information System 2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"enrolment_higher_secondary_n","section":"Schools","indicator":"Enrollment","category":"higher_secondary","subgroup":null,"unit":"students","period":"2024","gis_field":"yes","source_labels":"higher_secondary","source_dataset":"Schools Information System 2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"gross_enrol_primary_pct","section":"Schools","indicator":"Gross enrollment rate","category":"primary","subgroup":null,"unit":"percent","period":"2024","gis_field":"yes","source_labels":"primary","source_dataset":"Schools Information System 2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"gross_enrol_middle_pct","section":"Schools","indicator":"Gross enrollment rate","category":"middle","subgroup":null,"unit":"percent","period":"2024","gis_field":"yes","source_labels":"middle","source_dataset":"Schools Information System 2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"gross_enrol_secondary_pct","section":"Schools","indicator":"Gross enrollment rate","category":"secondary","subgroup":null,"unit":"percent","period":"2024","gis_field":"yes","source_labels":"secondary","source_dataset":"Schools Information System 2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"gross_enrol_higher_secondary_pct","section":"Schools","indicator":"Gross enrollment rate","category":"higher_secondary","subgroup":null,"unit":"percent","period":"2024","gis_field":"yes","source_labels":"higher_secondary","source_dataset":"Schools Information System 2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"A printed dash or empty cell is stored as blank, not zero."},{"field_name":"students_per_teacher_primary","section":"Schools","indicator":"Teacher to student ratio","category":"primary","subgroup":null,"unit":"students per teacher","period":"2024","gis_field":"yes","source_labels":"primary","source_dataset":"Schools Information System 2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"students_per_teacher_middle","section":"Schools","indicator":"Teacher to student ratio","category":"middle","subgroup":null,"unit":"students per teacher","period":"2024","gis_field":"yes","source_labels":"middle","source_dataset":"Schools Information System 2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"students_per_teacher_secondary","section":"Schools","indicator":"Teacher to student ratio","category":"secondary","subgroup":null,"unit":"students per teacher","period":"2024","gis_field":"yes","source_labels":"secondary","source_dataset":"Schools Information System 2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"students_per_teacher_higher_secondary","section":"Schools","indicator":"Teacher to student ratio","category":"higher_secondary","subgroup":null,"unit":"students per teacher","period":"2024","gis_field":"yes","source_labels":"higher_secondary","source_dataset":"Schools Information System 2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"vocational_n","section":"Institutions","indicator":"Vocational training institutes","category":null,"subgroup":null,"unit":"count","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Higher Education Commission; Technical Education & Vocational Training Authority","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"vocational_ratio_reported","section":"Institutions","indicator":"Vocational training institutes","category":null,"subgroup":null,"unit":"reported ratio","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Higher Education Commission; Technical Education & Vocational Training Authority","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Printed header: 1/Per 1000 Population. Values are inconsistent in scale across districts; preserved without interpretation."},{"field_name":"colleges_n","section":"Institutions","indicator":"Degree/Post Grade Colleges","category":null,"subgroup":null,"unit":"count","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Higher Education Commission; Technical Education & Vocational Training Authority","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"colleges_ratio_reported","section":"Institutions","indicator":"Degree/Post Grade Colleges","category":null,"subgroup":null,"unit":"reported ratio","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Higher Education Commission; Technical Education & Vocational Training Authority","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Printed header: 1/Per 1000 Population. Values are inconsistent in scale across districts; preserved without interpretation."},{"field_name":"universities_n","section":"Institutions","indicator":"Universities","category":null,"subgroup":null,"unit":"count","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Higher Education Commission; Technical Education & Vocational Training Authority","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"universities_ratio_reported","section":"Institutions","indicator":"Universities","category":null,"subgroup":null,"unit":"reported ratio","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Higher Education Commission; Technical Education & Vocational Training Authority","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Printed header: 1/Per 1000 Population. Values are inconsistent in scale across districts; preserved without interpretation."},{"field_name":"lit_10_14_rural_male_pct","section":"Literacy","indicator":"Literacy rate, age 10-14","category":null,"subgroup":"rural_male","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"lit_10_14_rural_female_pct","section":"Literacy","indicator":"Literacy rate, age 10-14","category":null,"subgroup":"rural_female","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"lit_10_14_urban_male_pct","section":"Literacy","indicator":"Literacy rate, age 10-14","category":null,"subgroup":"urban_male","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"lit_10_14_urban_female_pct","section":"Literacy","indicator":"Literacy rate, age 10-14","category":null,"subgroup":"urban_female","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"lit_adult15plus_rural_male_pct","section":"Literacy","indicator":"Adult literacy rate, age 15 and older","category":null,"subgroup":"rural_male","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"lit_adult15plus_rural_female_pct","section":"Literacy","indicator":"Adult literacy rate, age 15 and older","category":null,"subgroup":"rural_female","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"lit_adult15plus_urban_male_pct","section":"Literacy","indicator":"Adult literacy rate, age 15 and older","category":null,"subgroup":"urban_male","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"lit_adult15plus_urban_female_pct","section":"Literacy","indicator":"Adult literacy rate, age 15 and older","category":null,"subgroup":"urban_female","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"lit_youth15_24_rural_male_pct","section":"Literacy","indicator":"Youth literacy rate, age 15-24","category":null,"subgroup":"rural_male","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"lit_youth15_24_rural_female_pct","section":"Literacy","indicator":"Youth literacy rate, age 15-24","category":null,"subgroup":"rural_female","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"lit_youth15_24_urban_male_pct","section":"Literacy","indicator":"Youth literacy rate, age 15-24","category":null,"subgroup":"urban_male","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"lit_youth15_24_urban_female_pct","section":"Literacy","indicator":"Youth literacy rate, age 15-24","category":null,"subgroup":"urban_female","unit":"percent","period":"2023","gis_field":"yes","source_labels":null,"source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"crop_masoor_prod_000t","section":"Key crops","indicator":"Total production","category":"Masoor","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Masoor","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_masoor_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Masoor","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Masoor","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_groundnut_prod_000t","section":"Key crops","indicator":"Total production","category":"Groundnut","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Groundnut","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_groundnut_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Groundnut","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Groundnut","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_peaches_prod_000t","section":"Key crops","indicator":"Total production","category":"Peaches","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Peaches","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_peaches_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Peaches","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Peaches","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_garlic_prod_000t","section":"Key crops","indicator":"Total production","category":"Garlic","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Garlic","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_garlic_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Garlic","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Garlic","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_barley_prod_000t","section":"Key crops","indicator":"Total production","category":"Barley","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Barley","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_barley_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Barley","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Barley","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"agri_emp_total_pct","section":"Agriculture and land","indicator":"Agriculture employment share","category":null,"subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"agri_emp_male_pct","section":"Agriculture and land","indicator":"Agriculture employment share","category":null,"subgroup":"Male (out of total male), as labeled","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"agri_emp_female_pct","section":"Agriculture and land","indicator":"Agriculture employment share","category":null,"subgroup":"Female (out of total female), as labeled","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"land_total_acres","section":"Agriculture and land","indicator":"Total land area","category":null,"subgroup":null,"unit":"acres","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"land_cultivated_acres","section":"Agriculture and land","indicator":"Cultivated land area","category":null,"subgroup":null,"unit":"acres","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"land_uncultivated_acres","section":"Agriculture and land","indicator":"Uncultivated land area","category":null,"subgroup":null,"unit":"acres","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"farmers_small_pct","section":"Agriculture and land","indicator":"Small farmers","category":null,"subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Farm size thresholds are not defined in the atlas."},{"field_name":"farmers_medium_pct","section":"Agriculture and land","indicator":"Medium farmers","category":null,"subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Farm size thresholds are not defined in the atlas."},{"field_name":"farmers_large_pct","section":"Agriculture and land","indicator":"Large farmers","category":null,"subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Farm size thresholds are not defined in the atlas."},{"field_name":"water_canal_pct","section":"Water and livestock","indicator":"Canal","category":null,"subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Livestock Census (Pakistan Bureau of Statistics); Punjab Development Statistics","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Water-source denominator is not explicitly defined in the atlas."},{"field_name":"water_tubewell_pct","section":"Water and livestock","indicator":"Tubewell","category":null,"subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Livestock Census (Pakistan Bureau of Statistics); Punjab Development Statistics","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Water-source denominator is not explicitly defined in the atlas."},{"field_name":"water_canal_tubewell_pct","section":"Water and livestock","indicator":"Canal and tubewell","category":null,"subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Livestock Census (Pakistan Bureau of Statistics); Punjab Development Statistics","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Water-source denominator is not explicitly defined in the atlas."},{"field_name":"water_well_pct","section":"Water and livestock","indicator":"Well","category":null,"subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Livestock Census (Pakistan Bureau of Statistics); Punjab Development Statistics","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Water-source denominator is not explicitly defined in the atlas."},{"field_name":"water_other_pct","section":"Water and livestock","indicator":"Other water source","category":null,"subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Livestock Census (Pakistan Bureau of Statistics); Punjab Development Statistics","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Water-source denominator is not explicitly defined in the atlas."},{"field_name":"buffalo_n","section":"Water and livestock","indicator":"Buffalos","category":null,"subgroup":null,"unit":"animals","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Livestock Census (Pakistan Bureau of Statistics); Punjab Development Statistics","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"cows_n","section":"Water and livestock","indicator":"Cows","category":null,"subgroup":null,"unit":"animals","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Livestock Census (Pakistan Bureau of Statistics); Punjab Development Statistics","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"sheep_n","section":"Water and livestock","indicator":"Sheep","category":null,"subgroup":null,"unit":"animals","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Livestock Census (Pakistan Bureau of Statistics); Punjab Development Statistics","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"goats_n","section":"Water and livestock","indicator":"Goats","category":null,"subgroup":null,"unit":"animals","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Livestock Census (Pakistan Bureau of Statistics); Punjab Development Statistics","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"poultry_n","section":"Water and livestock","indicator":"Poultry","category":null,"subgroup":null,"unit":"animals","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Livestock Census (Pakistan Bureau of Statistics); Punjab Development Statistics","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"mfg_ind_total_n","section":"Manufacturing","indicator":"Number of industries","category":"Total","subgroup":"total","unit":"count","period":"2020-21","gis_field":"yes","source_labels":"Total","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_ind_small_n","section":"Manufacturing","indicator":"Number of industries","category":"Total","subgroup":"small","unit":"count","period":"2020-21","gis_field":"yes","source_labels":"Total","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_ind_medium_n","section":"Manufacturing","indicator":"Number of industries","category":"Total","subgroup":"medium","unit":"count","period":"2020-21","gis_field":"yes","source_labels":"Total","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_ind_large_n","section":"Manufacturing","indicator":"Number of industries","category":"Total","subgroup":"large","unit":"count","period":"2020-21","gis_field":"yes","source_labels":"Total","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_emp_total_n","section":"Manufacturing","indicator":"Employment","category":"Total","subgroup":"total","unit":"persons","period":"2020-21","gis_field":"yes","source_labels":"Total","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_emp_small_n","section":"Manufacturing","indicator":"Employment","category":"Total","subgroup":"small","unit":"persons","period":"2020-21","gis_field":"yes","source_labels":"Total","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_emp_medium_n","section":"Manufacturing","indicator":"Employment","category":"Total","subgroup":"medium","unit":"persons","period":"2020-21","gis_field":"yes","source_labels":"Total","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_emp_large_n","section":"Manufacturing","indicator":"Employment","category":"Total","subgroup":"large","unit":"persons","period":"2020-21","gis_field":"yes","source_labels":"Total","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_food_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Food Products","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Food Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_food_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Food Products","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Food Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_food_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Food Products","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Food Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_food_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Food Products","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Food Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_food_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Food Products","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Food Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_food_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Food Products","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Food Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_food_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Food Products","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Food Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_food_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Food Products","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Food Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_nonmetal_mineral_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Other Non-Metallic Mineral Products","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Non-Metallic Mineral Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_nonmetal_mineral_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Other Non-Metallic Mineral Products","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Non-Metallic Mineral Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_nonmetal_mineral_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Other Non-Metallic Mineral Products","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Non-Metallic Mineral Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_nonmetal_mineral_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Other Non-Metallic Mineral Products","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Non-Metallic Mineral Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_nonmetal_mineral_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Other Non-Metallic Mineral Products","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Non-Metallic Mineral Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_nonmetal_mineral_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Other Non-Metallic Mineral Products","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Non-Metallic Mineral Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_nonmetal_mineral_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Other Non-Metallic Mineral Products","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Non-Metallic Mineral Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_nonmetal_mineral_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Other Non-Metallic Mineral Products","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Non-Metallic Mineral Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_furniture_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Furniture","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Furniture","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_furniture_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Furniture","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Furniture","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_furniture_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Furniture","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Furniture","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_furniture_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Furniture","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Furniture","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_furniture_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Furniture","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Furniture","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_furniture_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Furniture","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Furniture","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_furniture_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Furniture","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Furniture","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_furniture_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Furniture","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Furniture","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_machinery_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Machinery and Equipment N.E.C","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Machinery and Equipment N.E.C","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_machinery_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Machinery and Equipment N.E.C","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Machinery and Equipment N.E.C","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_machinery_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Machinery and Equipment N.E.C","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Machinery and Equipment N.E.C","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_machinery_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Machinery and Equipment N.E.C","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Machinery and Equipment N.E.C","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_machinery_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Machinery and Equipment N.E.C","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Machinery and Equipment N.E.C","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_machinery_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Machinery and Equipment N.E.C","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Machinery and Equipment N.E.C","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_machinery_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Machinery and Equipment N.E.C","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Machinery and Equipment N.E.C","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_machinery_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Machinery and Equipment N.E.C","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Machinery and Equipment N.E.C","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_textiles_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Textiles","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Textiles","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_textiles_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Textiles","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Textiles","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_textiles_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Textiles","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Textiles","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_textiles_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Textiles","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Textiles","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_textiles_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Textiles","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Textiles","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_textiles_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Textiles","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Textiles","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_textiles_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Textiles","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Textiles","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_textiles_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Textiles","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Textiles","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wood_cork_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Wood and of Products of Wood and Cork","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wood and of Products of Wood and Cork","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wood_cork_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Wood and of Products of Wood and Cork","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wood and of Products of Wood and Cork","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wood_cork_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Wood and of Products of Wood and Cork","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wood and of Products of Wood and Cork","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wood_cork_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Wood and of Products of Wood and Cork","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wood and of Products of Wood and Cork","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wood_cork_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Wood and of Products of Wood and Cork","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wood and of Products of Wood and Cork","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wood_cork_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Wood and of Products of Wood and Cork","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wood and of Products of Wood and Cork","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wood_cork_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Wood and of Products of Wood and Cork","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wood and of Products of Wood and Cork","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wood_cork_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Wood and of Products of Wood and Cork","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wood and of Products of Wood and Cork","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_basic_metals_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Basic Metals","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Metals","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_basic_metals_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Basic Metals","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Metals","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_basic_metals_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Basic Metals","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Metals","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_basic_metals_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Basic Metals","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Metals","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_basic_metals_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Basic Metals","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Metals","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_basic_metals_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Basic Metals","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Metals","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_basic_metals_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Basic Metals","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Metals","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_basic_metals_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Basic Metals","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Metals","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_other_mfg_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Other Manufacturing","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Manufacturing","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_other_mfg_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Other Manufacturing","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Manufacturing","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_other_mfg_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Other Manufacturing","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Manufacturing","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_other_mfg_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Other Manufacturing","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Manufacturing","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_other_mfg_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Other Manufacturing","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Manufacturing","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_other_mfg_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Other Manufacturing","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Manufacturing","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_other_mfg_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Other Manufacturing","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Manufacturing","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_other_mfg_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Other Manufacturing","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Manufacturing","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_pharma_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Basic Pharmaceutical Products","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Pharmaceutical Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_pharma_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Basic Pharmaceutical Products","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Pharmaceutical Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_pharma_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Basic Pharmaceutical Products","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Pharmaceutical Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_pharma_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Basic Pharmaceutical Products","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Pharmaceutical Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_pharma_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Basic Pharmaceutical Products","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Pharmaceutical Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_pharma_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Basic Pharmaceutical Products","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Pharmaceutical Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_pharma_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Basic Pharmaceutical Products","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Pharmaceutical Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_pharma_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Basic Pharmaceutical Products","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Pharmaceutical Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_chemicals_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Chemicals and Chemical Products","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Chemicals and Chemical Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_chemicals_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Chemicals and Chemical Products","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Chemicals and Chemical Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_chemicals_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Chemicals and Chemical Products","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Chemicals and Chemical Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_chemicals_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Chemicals and Chemical Products","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Chemicals and Chemical Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_chemicals_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Chemicals and Chemical Products","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Chemicals and Chemical Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_chemicals_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Chemicals and Chemical Products","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Chemicals and Chemical Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_chemicals_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Chemicals and Chemical Products","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Chemicals and Chemical Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_chemicals_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Chemicals and Chemical Products","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Chemicals and Chemical Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_others_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Others","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Others","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_others_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Others","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Others","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_others_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Others","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Others","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_others_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Others","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Others","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_others_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Others","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Others","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_others_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Others","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Others","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_others_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Others","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Others","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_others_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Others","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Others","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"dhq_n","section":"Health","indicator":"District headquarter hospital","category":null,"subgroup":null,"unit":"facilities","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Multiple Indicator Cluster Survey","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"thq_n","section":"Health","indicator":"Tehsil headquarter hospitals","category":null,"subgroup":null,"unit":"facilities","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Multiple Indicator Cluster Survey","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"rhc_n","section":"Health","indicator":"Rural health centers","category":null,"subgroup":null,"unit":"facilities","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Multiple Indicator Cluster Survey","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"bhu_n","section":"Health","indicator":"Basic health units","category":null,"subgroup":null,"unit":"facilities","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Multiple Indicator Cluster Survey","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"dispensaries_n","section":"Health","indicator":"Civil dispensaries","category":null,"subgroup":null,"unit":"facilities","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Multiple Indicator Cluster Survey","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"mch_n","section":"Health","indicator":"Mother and child care","category":null,"subgroup":null,"unit":"facilities","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Multiple Indicator Cluster Survey","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"beds_n","section":"Health","indicator":"Beds in all listed facilities","category":null,"subgroup":null,"unit":"beds","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Multiple Indicator Cluster Survey","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"under5_mortality_reported","section":"Health","indicator":"Under 5 years mortality rate","category":null,"subgroup":null,"unit":"percent as printed; verify rate unit","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Multiple Indicator Cluster Survey","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Mortality values are printed with %; the underlying rate denominator is not supplied. Do not interpret as percent without checking the source survey."},{"field_name":"postnatal_care_pct","section":"Health","indicator":"Post natal care of mother","category":null,"subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Multiple Indicator Cluster Survey","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"antenatal_1_3_pct","section":"Health","indicator":"Women with 1-3 antenatal visits","category":null,"subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Multiple Indicator Cluster Survey","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"infant_mortality_reported","section":"Health","indicator":"Infant mortality rate","category":null,"subgroup":null,"unit":"percent as printed; verify rate unit","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Multiple Indicator Cluster Survey","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Mortality values are printed with %; the underlying rate denominator is not supplied. Do not interpret as percent without checking the source survey."},{"field_name":"ari_antibiotic_pct","section":"Health","indicator":"Antibiotic treatment for children with ARI symptoms","category":null,"subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Multiple Indicator Cluster Survey","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"diarrhea_care_pct","section":"Health","indicator":"Care-seeking for diarrhea","category":null,"subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Multiple Indicator Cluster Survey","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"underweight_pct","section":"Health","indicator":"Underweight prevalence","category":null,"subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":null,"source_dataset":"Punjab Development Statistics; Multiple Indicator Cluster Survey","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"rabi_fallow_land_pct","section":"Rabi crop shares","indicator":"Displayed chart share","category":"Fallow Land","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Fallow Land","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"rabi_gram_pct","section":"Rabi crop shares","indicator":"Displayed chart share","category":"Gram","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Gram; Grams","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"rabi_other_fodders_pct","section":"Rabi crop shares","indicator":"Displayed chart share","category":"Other Fodders","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Others Fodders","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"rabi_rapeseed_mustard_pct","section":"Rabi crop shares","indicator":"Displayed chart share","category":"Rapeseed & Mustard","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Rapeseed & Mustard","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"rabi_other_rabi_crops_pct","section":"Rabi crop shares","indicator":"Displayed chart share","category":"Other Rabi Crops","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Other Rabi Crops","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"rabi_wheat_pct","section":"Rabi crop shares","indicator":"Displayed chart share","category":"Wheat","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Wheat","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"kharif_groundnut_pct","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Groundnut","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Groundnut","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"kharif_jowar_pct","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Jowar","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Jowar","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"kharif_maize_pct","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Maize","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Maize","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"kharif_sesamum_pct","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Sesamum","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Sesamum","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"kharif_other_kharif_crops_pct","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Other Kharif Crops","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Other Kharif Crops","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"kharif_fallow_land_pct","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Fallow Land","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Fallow Land; Follow Land","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"age_70plus_female_pct","section":"Population pyramid","indicator":"Share within sex-specific population","category":"70plus","subgroup":"female","unit":"percent","period":"2023","gis_field":"yes","source_labels":"70plus","source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Left bars are female; right bars are male. Rounded percentages."},{"field_name":"age_70plus_male_pct","section":"Population pyramid","indicator":"Share within sex-specific population","category":"70plus","subgroup":"male","unit":"percent","period":"2023","gis_field":"yes","source_labels":"70plus","source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Left bars are female; right bars are male. Rounded percentages."},{"field_name":"age_60_69_female_pct","section":"Population pyramid","indicator":"Share within sex-specific population","category":"60_69","subgroup":"female","unit":"percent","period":"2023","gis_field":"yes","source_labels":"60_69","source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Left bars are female; right bars are male. Rounded percentages."},{"field_name":"age_60_69_male_pct","section":"Population pyramid","indicator":"Share within sex-specific population","category":"60_69","subgroup":"male","unit":"percent","period":"2023","gis_field":"yes","source_labels":"60_69","source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Left bars are female; right bars are male. Rounded percentages."},{"field_name":"age_50_59_female_pct","section":"Population pyramid","indicator":"Share within sex-specific population","category":"50_59","subgroup":"female","unit":"percent","period":"2023","gis_field":"yes","source_labels":"50_59","source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Left bars are female; right bars are male. Rounded percentages."},{"field_name":"age_50_59_male_pct","section":"Population pyramid","indicator":"Share within sex-specific population","category":"50_59","subgroup":"male","unit":"percent","period":"2023","gis_field":"yes","source_labels":"50_59","source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Left bars are female; right bars are male. Rounded percentages."},{"field_name":"age_40_49_female_pct","section":"Population pyramid","indicator":"Share within sex-specific population","category":"40_49","subgroup":"female","unit":"percent","period":"2023","gis_field":"yes","source_labels":"40_49","source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Left bars are female; right bars are male. Rounded percentages."},{"field_name":"age_40_49_male_pct","section":"Population pyramid","indicator":"Share within sex-specific population","category":"40_49","subgroup":"male","unit":"percent","period":"2023","gis_field":"yes","source_labels":"40_49","source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Left bars are female; right bars are male. Rounded percentages."},{"field_name":"age_30_39_female_pct","section":"Population pyramid","indicator":"Share within sex-specific population","category":"30_39","subgroup":"female","unit":"percent","period":"2023","gis_field":"yes","source_labels":"30_39","source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Left bars are female; right bars are male. Rounded percentages."},{"field_name":"age_30_39_male_pct","section":"Population pyramid","indicator":"Share within sex-specific population","category":"30_39","subgroup":"male","unit":"percent","period":"2023","gis_field":"yes","source_labels":"30_39","source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Left bars are female; right bars are male. Rounded percentages."},{"field_name":"age_20_29_female_pct","section":"Population pyramid","indicator":"Share within sex-specific population","category":"20_29","subgroup":"female","unit":"percent","period":"2023","gis_field":"yes","source_labels":"20_29","source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Left bars are female; right bars are male. Rounded percentages."},{"field_name":"age_20_29_male_pct","section":"Population pyramid","indicator":"Share within sex-specific population","category":"20_29","subgroup":"male","unit":"percent","period":"2023","gis_field":"yes","source_labels":"20_29","source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Left bars are female; right bars are male. Rounded percentages."},{"field_name":"age_10_19_female_pct","section":"Population pyramid","indicator":"Share within sex-specific population","category":"10_19","subgroup":"female","unit":"percent","period":"2023","gis_field":"yes","source_labels":"10_19","source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Left bars are female; right bars are male. Rounded percentages."},{"field_name":"age_10_19_male_pct","section":"Population pyramid","indicator":"Share within sex-specific population","category":"10_19","subgroup":"male","unit":"percent","period":"2023","gis_field":"yes","source_labels":"10_19","source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Left bars are female; right bars are male. Rounded percentages."},{"field_name":"age_00_09_female_pct","section":"Population pyramid","indicator":"Share within sex-specific population","category":"00_09","subgroup":"female","unit":"percent","period":"2023","gis_field":"yes","source_labels":"00_09","source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Left bars are female; right bars are male. Rounded percentages."},{"field_name":"age_00_09_male_pct","section":"Population pyramid","indicator":"Share within sex-specific population","category":"00_09","subgroup":"male","unit":"percent","period":"2023","gis_field":"yes","source_labels":"00_09","source_dataset":"Population and Housing Census 2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Left bars are female; right bars are male. Rounded percentages."},{"field_name":"occ_technicians_assoc_prof_pct","section":"Occupations","indicator":"Share in labour force","category":"Technicians and Associate Professionals","subgroup":null,"unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Technicians and Associate Professionals","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"crop_cotton_prod_000t","section":"Key crops","indicator":"Total production","category":"Cotton","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Cotton","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_cotton_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Cotton","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Cotton","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_losan_prod_000t","section":"Key crops","indicator":"Total production","category":"Losan","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Losan","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_losan_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Losan","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Losan","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_rapeseed_mustard_prod_000t","section":"Key crops","indicator":"Total production","category":"Rapeseed & Mustard","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Rapesedd & Mustard; Rapeseed & Mustard","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification. Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification. Source label: Rapesedd & Mustard"},{"field_name":"crop_rapeseed_mustard_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Rapeseed & Mustard","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Rapesedd & Mustard; Rapeseed & Mustard","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_wheat_prod_000t","section":"Key crops","indicator":"Total production","category":"Wheat","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Wheat","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_wheat_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Wheat","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Wheat","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_sesamum_prod_000t","section":"Key crops","indicator":"Total production","category":"Sesamum","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Sesamum","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_sesamum_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Sesamum","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Sesamum","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"mfg_fabricated_metal_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Fabricated Metal Products, Except Machinery and Equipment","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Fabricated Metal Products, Except Machinery And Equipment; Fabricated Metal Products, Except Machinery and Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_fabricated_metal_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Fabricated Metal Products, Except Machinery and Equipment","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Fabricated Metal Products, Except Machinery And Equipment; Fabricated Metal Products, Except Machinery and Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_fabricated_metal_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Fabricated Metal Products, Except Machinery and Equipment","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Fabricated Metal Products, Except Machinery And Equipment; Fabricated Metal Products, Except Machinery and Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_fabricated_metal_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Fabricated Metal Products, Except Machinery and Equipment","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Fabricated Metal Products, Except Machinery And Equipment; Fabricated Metal Products, Except Machinery and Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_fabricated_metal_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Fabricated Metal Products, Except Machinery and Equipment","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Fabricated Metal Products, Except Machinery And Equipment; Fabricated Metal Products, Except Machinery and Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_fabricated_metal_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Fabricated Metal Products, Except Machinery and Equipment","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Fabricated Metal Products, Except Machinery And Equipment; Fabricated Metal Products, Except Machinery and Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_fabricated_metal_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Fabricated Metal Products, Except Machinery and Equipment","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Fabricated Metal Products, Except Machinery And Equipment; Fabricated Metal Products, Except Machinery and Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_fabricated_metal_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Fabricated Metal Products, Except Machinery and Equipment","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Fabricated Metal Products, Except Machinery And Equipment; Fabricated Metal Products, Except Machinery and Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_beverages_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Beverages","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Beverages","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_beverages_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Beverages","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Beverages","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_beverages_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Beverages","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Beverages","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_beverages_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Beverages","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Beverages","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_beverages_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Beverages","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Beverages","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_beverages_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Beverages","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Beverages","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_beverages_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Beverages","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Beverages","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_beverages_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Beverages","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Beverages","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_motor_vehicles_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Motor Vehicles, Trailers and Semi-Trailers","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Motor Vehicles, Trailers and Semi-Trailers","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_motor_vehicles_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Motor Vehicles, Trailers and Semi-Trailers","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Motor Vehicles, Trailers and Semi-Trailers","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_motor_vehicles_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Motor Vehicles, Trailers and Semi-Trailers","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Motor Vehicles, Trailers and Semi-Trailers","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_motor_vehicles_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Motor Vehicles, Trailers and Semi-Trailers","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Motor Vehicles, Trailers and Semi-Trailers","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_motor_vehicles_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Motor Vehicles, Trailers and Semi-Trailers","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Motor Vehicles, Trailers and Semi-Trailers","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_motor_vehicles_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Motor Vehicles, Trailers and Semi-Trailers","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Motor Vehicles, Trailers and Semi-Trailers","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_motor_vehicles_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Motor Vehicles, Trailers and Semi-Trailers","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Motor Vehicles, Trailers and Semi-Trailers","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_motor_vehicles_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Motor Vehicles, Trailers and Semi-Trailers","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Motor Vehicles, Trailers and Semi-Trailers","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_other_transport_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Other Transport Equipment","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Transport Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_other_transport_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Other Transport Equipment","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Transport Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_other_transport_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Other Transport Equipment","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Transport Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_other_transport_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Other Transport Equipment","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Transport Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_other_transport_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Other Transport Equipment","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Transport Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_other_transport_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Other Transport Equipment","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Transport Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_other_transport_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Other Transport Equipment","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Transport Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_other_transport_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Other Transport Equipment","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Other Transport Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"rabi_barseem_fodder_pct","section":"Rabi crop shares","indicator":"Displayed chart share","category":"Barseem (Fodder)","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Barseem (Fodder)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"rabi_lucern_fodder_pct","section":"Rabi crop shares","indicator":"Displayed chart share","category":"Lucern (Fodder)","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Lucern (Fodder)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"kharif_cotton_pct","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Cotton","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Cotton; Cotton Crop","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"kharif_rice_pct","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Rice","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"RIce; Rice","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"kharif_jowar_fodder_pct","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Jowar (Fodder)","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Jowar (Fodder)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"kharif_bajra_fodder_pct","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Bajra (Fodder)","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Bajra (Fodder)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"crop_falsa_prod_000t","section":"Key crops","indicator":"Total production","category":"Falsa","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Falsa","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_falsa_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Falsa","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Falsa","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_beans_prod_000t","section":"Key crops","indicator":"Total production","category":"Beans","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Beans","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_beans_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Beans","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Beans","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_spinach_prod_000t","section":"Key crops","indicator":"Total production","category":"Spinach","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Spinach","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_spinach_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Spinach","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Spinach","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_sweet_lime_prod_000t","section":"Key crops","indicator":"Total production","category":"Sweet Lime","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Sweet Lime","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_sweet_lime_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Sweet Lime","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Sweet Lime","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"mfg_rubber_plastics_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Rubber and Plastics Products","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Rubber and Plastics Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_rubber_plastics_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Rubber and Plastics Products","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Rubber and Plastics Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_rubber_plastics_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Rubber and Plastics Products","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Rubber and Plastics Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_rubber_plastics_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Rubber and Plastics Products","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Rubber and Plastics Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_rubber_plastics_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Rubber and Plastics Products","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Rubber and Plastics Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_rubber_plastics_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Rubber and Plastics Products","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Rubber and Plastics Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_rubber_plastics_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Rubber and Plastics Products","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Rubber and Plastics Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_rubber_plastics_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Rubber and Plastics Products","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Rubber and Plastics Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"rabi_maize_pct","section":"Rabi crop shares","indicator":"Displayed chart share","category":"Maize","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Maize","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"kharif_sugarcane_pct","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Sugarcane","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Sugarcane","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"crop_orange_prod_000t","section":"Key crops","indicator":"Total production","category":"Orange","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Orange","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_orange_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Orange","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Orange","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_sugar_beet_prod_000t","section":"Key crops","indicator":"Total production","category":"Sugar Beet","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Sugar Beet","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_sugar_beet_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Sugar Beet","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Sugar Beet","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_musambi_prod_000t","section":"Key crops","indicator":"Total production","category":"Musambi","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Musambi","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_musambi_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Musambi","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Musambi","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_guar_prod_000t","section":"Key crops","indicator":"Total production","category":"Guar","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Guar","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_guar_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Guar","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Guar","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_gram_prod_000t","section":"Key crops","indicator":"Total production","category":"Gram","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Gram","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_gram_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Gram","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Gram","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"mfg_wood_cork_full_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Wood and Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wood and Products of Wood and Cork, Except Furniture, Articles of Straw and Plaiting Materials; Wood and Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials; Wood and of Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wood_cork_full_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Wood and Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wood and Products of Wood and Cork, Except Furniture, Articles of Straw and Plaiting Materials; Wood and Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials; Wood and of Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wood_cork_full_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Wood and Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wood and Products of Wood and Cork, Except Furniture, Articles of Straw and Plaiting Materials; Wood and Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials; Wood and of Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wood_cork_full_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Wood and Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wood and Products of Wood and Cork, Except Furniture, Articles of Straw and Plaiting Materials; Wood and Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials; Wood and of Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wood_cork_full_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Wood and Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wood and Products of Wood and Cork, Except Furniture, Articles of Straw and Plaiting Materials; Wood and Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials; Wood and of Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wood_cork_full_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Wood and Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wood and Products of Wood and Cork, Except Furniture, Articles of Straw and Plaiting Materials; Wood and Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials; Wood and of Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wood_cork_full_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Wood and Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wood and Products of Wood and Cork, Except Furniture, Articles of Straw and Plaiting Materials; Wood and Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials; Wood and of Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wood_cork_full_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Wood and Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wood and Products of Wood and Cork, Except Furniture, Articles of Straw and Plaiting Materials; Wood and Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials; Wood and of Products of Wood and Cork, Except Furniture; Articles of Straw and Plaiting Materials","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_paper_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Paper and Paper Products","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Paper and Paper Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_paper_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Paper and Paper Products","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Paper and Paper Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_paper_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Paper and Paper Products","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Paper and Paper Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_paper_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Paper and Paper Products","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Paper and Paper Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_paper_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Paper and Paper Products","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Paper and Paper Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_paper_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Paper and Paper Products","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Paper and Paper Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_paper_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Paper and Paper Products","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Paper and Paper Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_paper_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Paper and Paper Products","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Paper and Paper Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"kharif_moong_pct","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Moong","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Moong","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"kharif_bajra_pct","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Bajra","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Bajra","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"crop_linseed_prod_000t","section":"Key crops","indicator":"Total production","category":"Linseed","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Linseed","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_linseed_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Linseed","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Linseed","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_apple_gourd_tinda_prod_000t","section":"Key crops","indicator":"Total production","category":"Apple Gourd (Tinda)","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Apple Gourd (Tinda)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_apple_gourd_tinda_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Apple Gourd (Tinda)","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Apple Gourd (Tinda)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"rabi_others_fodder_pct","section":"Rabi crop shares","indicator":"Displayed chart share","category":"Others (Fodder)","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Others (Fodder)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"kharif_fallow_pct","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Fallow","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Fallow","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"kharif_maize_fodder_pct","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Maize (Fodder)","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Maize (Fodder)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"crop_peas_matter_prod_000t","section":"Key crops","indicator":"Total production","category":"Peas (Matter)","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Peas (Matter)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_peas_matter_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Peas (Matter)","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Peas (Matter)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_watermelon_prod_000t","section":"Key crops","indicator":"Total production","category":"Watermelon","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Watermelon","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_watermelon_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Watermelon","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Watermelon","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_matar_green_peas_prod_000t","section":"Key crops","indicator":"Total production","category":"Matar (Green Peas)","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Matar (Green Peas)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_matar_green_peas_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Matar (Green Peas)","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Matar (Green Peas)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_sugarcane_production_prod_000t","section":"Key crops","indicator":"Total production","category":"Sugarcane Production","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Sugarcane Production","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_sugarcane_production_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Sugarcane Production","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Sugarcane Production","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"mfg_coke_petroleum_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Coke and Refined Petroleum Products","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Coke and Refined Petroleum Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_coke_petroleum_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Coke and Refined Petroleum Products","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Coke and Refined Petroleum Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_coke_petroleum_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Coke and Refined Petroleum Products","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Coke and Refined Petroleum Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_coke_petroleum_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Coke and Refined Petroleum Products","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Coke and Refined Petroleum Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_coke_petroleum_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Coke and Refined Petroleum Products","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Coke and Refined Petroleum Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_coke_petroleum_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Coke and Refined Petroleum Products","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Coke and Refined Petroleum Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_coke_petroleum_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Coke and Refined Petroleum Products","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Coke and Refined Petroleum Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_coke_petroleum_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Coke and Refined Petroleum Products","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Coke and Refined Petroleum Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"rabi_matter_green_pct","section":"Rabi crop shares","indicator":"Displayed chart share","category":"Matter (green)","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Matter (green); Matter(green)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"crop_sunflower_prod_000t","section":"Key crops","indicator":"Total production","category":"Sunflower","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Sunflower","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_sunflower_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Sunflower","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Sunflower","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_gowar_seed_prod_000t","section":"Key crops","indicator":"Total production","category":"Gowar Seed","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Gowar Seed","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_gowar_seed_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Gowar Seed","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Gowar Seed","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_tobacco_prod_000t","section":"Key crops","indicator":"Total production","category":"Tobacco","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Tabacco; Tobacco","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification. Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification. Source label: Tabacco"},{"field_name":"crop_tobacco_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Tobacco","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Tabacco; Tobacco","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_dates_prod_000t","section":"Key crops","indicator":"Total production","category":"Dates","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Dates","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_dates_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Dates","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Dates","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"rabi_sunflower_pct","section":"Rabi crop shares","indicator":"Displayed chart share","category":"Sunflower","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"SunFlower; Sunflower","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"crop_lufa_prod_000t","section":"Key crops","indicator":"Total production","category":"Lufa","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Lufa","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_lufa_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Lufa","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Lufa","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_bitter_gourd_karaila_prod_000t","section":"Key crops","indicator":"Total production","category":"Bitter Gourd (Karaila)","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Bitter Gourd (Karaila)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_bitter_gourd_karaila_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Bitter Gourd (Karaila)","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Bitter Gourd (Karaila)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_carrot_prod_000t","section":"Key crops","indicator":"Total production","category":"Carrot","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Carrot","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_carrot_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Carrot","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Carrot","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_cauliflower_prod_000t","section":"Key crops","indicator":"Total production","category":"Cauliflower","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Cauliflower","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_cauliflower_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Cauliflower","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Cauliflower","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_maize_prod_000t","section":"Key crops","indicator":"Total production","category":"Maize","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Maize","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_maize_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Maize","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Maize","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"mfg_printing_media_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Printing and Reproduction of Recorded Media","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Printing And Reproduction Of Recorded Media; Printing and Reproduction Of Recorded Media; Printing and Reproduction of Recorded Media; Printing snd Reproduction of Recorded Media","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_printing_media_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Printing and Reproduction of Recorded Media","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Printing And Reproduction Of Recorded Media; Printing and Reproduction Of Recorded Media; Printing and Reproduction of Recorded Media; Printing snd Reproduction of Recorded Media","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_printing_media_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Printing and Reproduction of Recorded Media","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Printing And Reproduction Of Recorded Media; Printing and Reproduction Of Recorded Media; Printing and Reproduction of Recorded Media; Printing snd Reproduction of Recorded Media","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_printing_media_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Printing and Reproduction of Recorded Media","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Printing And Reproduction Of Recorded Media; Printing and Reproduction Of Recorded Media; Printing and Reproduction of Recorded Media; Printing snd Reproduction of Recorded Media","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_printing_media_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Printing and Reproduction of Recorded Media","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Printing And Reproduction Of Recorded Media; Printing and Reproduction Of Recorded Media; Printing and Reproduction of Recorded Media; Printing snd Reproduction of Recorded Media","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_printing_media_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Printing and Reproduction of Recorded Media","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Printing And Reproduction Of Recorded Media; Printing and Reproduction Of Recorded Media; Printing and Reproduction of Recorded Media; Printing snd Reproduction of Recorded Media","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_printing_media_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Printing and Reproduction of Recorded Media","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Printing And Reproduction Of Recorded Media; Printing and Reproduction Of Recorded Media; Printing and Reproduction of Recorded Media; Printing snd Reproduction of Recorded Media","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_printing_media_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Printing and Reproduction of Recorded Media","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Printing And Reproduction Of Recorded Media; Printing and Reproduction Of Recorded Media; Printing and Reproduction of Recorded Media; Printing snd Reproduction of Recorded Media","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wearing_apparel_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Wearing Apparel","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wearing Apparel","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wearing_apparel_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Wearing Apparel","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wearing Apparel","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wearing_apparel_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Wearing Apparel","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wearing Apparel","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wearing_apparel_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Wearing Apparel","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wearing Apparel","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wearing_apparel_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Wearing Apparel","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wearing Apparel","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wearing_apparel_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Wearing Apparel","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wearing Apparel","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wearing_apparel_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Wearing Apparel","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wearing Apparel","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_wearing_apparel_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Wearing Apparel","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Wearing Apparel","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"crop_turnip_prod_000t","section":"Key crops","indicator":"Total production","category":"Turnip","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Turnip","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_turnip_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Turnip","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Turnip","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_radish_prod_000t","section":"Key crops","indicator":"Total production","category":"Radish","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Radish","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_radish_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Radish","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Radish","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_mattar_green_prod_000t","section":"Key crops","indicator":"Total production","category":"Mattar Green","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Mattar Green","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_mattar_green_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Mattar Green","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Mattar Green","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"mfg_electrical_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Electrical Equipment","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Electrical Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_electrical_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Electrical Equipment","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Electrical Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_electrical_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Electrical Equipment","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Electrical Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_electrical_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Electrical Equipment","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Electrical Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_electrical_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Electrical Equipment","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Electrical Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_electrical_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Electrical Equipment","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Electrical Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_electrical_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Electrical Equipment","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Electrical Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_electrical_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Electrical Equipment","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Electrical Equipment","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"rabi_water_melon_pct","section":"Rabi crop shares","indicator":"Displayed chart share","category":"Water Melon","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Water Melon","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"crop_pumpkin_prod_000t","section":"Key crops","indicator":"Total production","category":"Pumpkin","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Pumpkin","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_pumpkin_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Pumpkin","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Pumpkin","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_msoor_prod_000t","section":"Key crops","indicator":"Total production","category":"Msoor","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Msoor","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_msoor_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Msoor","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Msoor","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_bajra_prod_000t","section":"Key crops","indicator":"Total production","category":"Bajra","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Bajra","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_bajra_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Bajra","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Bajra","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_mash_prod_000t","section":"Key crops","indicator":"Total production","category":"Mash","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Mash","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_mash_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Mash","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Mash","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_rice_prod_000t","section":"Key crops","indicator":"Total production","category":"Rice","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Rice","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_rice_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Rice","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Rice","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_guava_prod_000t","section":"Key crops","indicator":"Total production","category":"Guava","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Guava","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_guava_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Guava","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Guava","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"mfg_leather_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Leather and Related Products","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Leather And Related Products; Leather and Related Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_leather_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Leather and Related Products","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Leather And Related Products; Leather and Related Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_leather_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Leather and Related Products","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Leather And Related Products; Leather and Related Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_leather_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Leather and Related Products","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Leather And Related Products; Leather and Related Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_leather_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Leather and Related Products","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Leather And Related Products; Leather and Related Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_leather_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Leather and Related Products","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Leather And Related Products; Leather and Related Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_leather_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Leather and Related Products","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Leather And Related Products; Leather and Related Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_leather_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Leather and Related Products","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Leather And Related Products; Leather and Related Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"rabi_fallow_pct","section":"Rabi crop shares","indicator":"Displayed chart share","category":"Fallow","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Fallow","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"crop_cucumber_prod_000t","section":"Key crops","indicator":"Total production","category":"Cucumber","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Cucumber","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_cucumber_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Cucumber","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Cucumber","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_arum_prod_000t","section":"Key crops","indicator":"Total production","category":"Arum","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Arum","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_arum_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Arum","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Arum","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"kharif_others_fodder_pct","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Others (Fodder)","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Others (Fodder)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"crop_potato_prod_000t","section":"Key crops","indicator":"Total production","category":"Potato","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Potato","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_potato_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Potato","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Potato","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_maize_spring_prod_000t","section":"Key crops","indicator":"Total production","category":"Maize (Spring)","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Maize (Spring); Miaze (Spring)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification. Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification. Source label: Miaze (Spring)"},{"field_name":"crop_maize_spring_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Maize (Spring)","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Maize (Spring); Miaze (Spring)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"kharif_bajra_pct_source2","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Bajra","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Bajra","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available. Repeated category in source: occurrence 2; not combined with earlier occurrence."},{"field_name":"crop_turmeric_prod_000t","section":"Key crops","indicator":"Total production","category":"Turmeric","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Turmeric","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_turmeric_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Turmeric","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Turmeric","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"rabi_potato_pct","section":"Rabi crop shares","indicator":"Displayed chart share","category":"Potato","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Potato","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"crop_banana_prod_000t","section":"Key crops","indicator":"Total production","category":"Banana","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Banana","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_banana_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Banana","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Banana","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_mango_prod_000t","section":"Key crops","indicator":"Total production","category":"Mango","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Mango","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_mango_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Mango","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Mango","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_long_melon_prod_000t","section":"Key crops","indicator":"Total production","category":"Long Melon","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Long Melon","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_long_melon_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Long Melon","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Long Melon","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_tomato_prod_000t","section":"Key crops","indicator":"Total production","category":"Tomato","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Tomato","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_tomato_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Tomato","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Tomato","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_jowar_prod_000t","section":"Key crops","indicator":"Total production","category":"Jowar","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Jowar","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_jowar_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Jowar","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Jowar","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"kharif_guar_seed_pct","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Guar Seed","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Guar Seed","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"emp_sector_education_pct","section":"Employment sectors","indicator":"Share in labour force","category":"Education","subgroup":null,"unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Edicucation; Education","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":null},{"field_name":"crop_cabbage_prod_000t","section":"Key crops","indicator":"Total production","category":"Cabbage","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Cabbage","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_cabbage_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Cabbage","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Cabbage","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_brinjal_prod_000t","section":"Key crops","indicator":"Total production","category":"Brinjal","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Brinjal","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_brinjal_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Brinjal","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Brinjal","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"kharif_sesamum_crop_pct","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Sesamum Crop","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Sesamum Crop","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"crop_chillies_red_prod_000t","section":"Key crops","indicator":"Total production","category":"Chillies (Red)","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Chillies (Red); Chillies (red)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_chillies_red_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Chillies (Red)","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Chillies (Red); Chillies (red)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_onion_prod_000t","section":"Key crops","indicator":"Total production","category":"Onion","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Onion","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_onion_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Onion","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Onion","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_pomegranate_prod_000t","section":"Key crops","indicator":"Total production","category":"Pomegranate","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Pomegranate","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_pomegranate_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Pomegranate","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Pomegranate","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"rabi_onion_pct","section":"Rabi crop shares","indicator":"Displayed chart share","category":"Onion","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Onion","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"crop_kinnu_prod_000t","section":"Key crops","indicator":"Total production","category":"Kinnu","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Kinnu","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_kinnu_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Kinnu","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Kinnu","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"rabi_kinnu_pct","section":"Rabi crop shares","indicator":"Displayed chart share","category":"Kinnu","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Kinnu","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"crop_canola_prod_000t","section":"Key crops","indicator":"Total production","category":"Canola","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Canola","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_canola_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Canola","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Canola","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_moong_prod_000t","section":"Key crops","indicator":"Total production","category":"Moong","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Moong","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_moong_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Moong","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Moong","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_guar_seed_prod_000t","section":"Key crops","indicator":"Total production","category":"Guar Seed","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Guar Seed","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_guar_seed_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Guar Seed","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Guar Seed","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"mfg_pharma_full_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Basic Pharmaceutical Products and Pharmaceutical Preparations","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Pharmaceutical Products and Pharmaceutical Preparations","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_pharma_full_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Basic Pharmaceutical Products and Pharmaceutical Preparations","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Pharmaceutical Products and Pharmaceutical Preparations","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_pharma_full_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Basic Pharmaceutical Products and Pharmaceutical Preparations","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Pharmaceutical Products and Pharmaceutical Preparations","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_pharma_full_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Basic Pharmaceutical Products and Pharmaceutical Preparations","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Pharmaceutical Products and Pharmaceutical Preparations","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_pharma_full_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Basic Pharmaceutical Products and Pharmaceutical Preparations","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Pharmaceutical Products and Pharmaceutical Preparations","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_pharma_full_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Basic Pharmaceutical Products and Pharmaceutical Preparations","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Pharmaceutical Products and Pharmaceutical Preparations","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_pharma_full_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Basic Pharmaceutical Products and Pharmaceutical Preparations","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Pharmaceutical Products and Pharmaceutical Preparations","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_pharma_full_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Basic Pharmaceutical Products and Pharmaceutical Preparations","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Basic Pharmaceutical Products and Pharmaceutical Preparations","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_tobacco_ind_total_pct","section":"Manufacturing","indicator":"Number of industries","category":"Tobacco Products","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Tobacco Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_tobacco_ind_small_pct","section":"Manufacturing","indicator":"Number of industries","category":"Tobacco Products","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Tobacco Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_tobacco_ind_medium_pct","section":"Manufacturing","indicator":"Number of industries","category":"Tobacco Products","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Tobacco Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_tobacco_ind_large_pct","section":"Manufacturing","indicator":"Number of industries","category":"Tobacco Products","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Tobacco Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_tobacco_emp_total_pct","section":"Manufacturing","indicator":"Employment","category":"Tobacco Products","subgroup":"total","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Tobacco Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_tobacco_emp_small_pct","section":"Manufacturing","indicator":"Employment","category":"Tobacco Products","subgroup":"small","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Tobacco Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_tobacco_emp_medium_pct","section":"Manufacturing","indicator":"Employment","category":"Tobacco Products","subgroup":"medium","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Tobacco Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"mfg_tobacco_emp_large_pct","section":"Manufacturing","indicator":"Employment","category":"Tobacco Products","subgroup":"large","unit":"percent","period":"2020-21","gis_field":"yes","source_labels":"Tobacco Products","source_dataset":"Labour Force Survey 2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Industry-size classes and employment units are not explicitly defined. Non-total rows are shares, not counts. Unlisted categories are blank."},{"field_name":"rabi_canola_pct","section":"Rabi crop shares","indicator":"Displayed chart share","category":"Canola","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Canola","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"crop_lychee_prod_000t","section":"Key crops","indicator":"Total production","category":"Lychee","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Lychee","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_lychee_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Lychee","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Lychee","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"kharif_mango_pct","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Mango","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Mango","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"crop_other_kharif_prod_000t","section":"Key crops","indicator":"Total production","category":"Other Kharif","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Other Kharif","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_other_kharif_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Other Kharif","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Other Kharif","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_lemon_prod_000t","section":"Key crops","indicator":"Total production","category":"Lemon","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Lemon","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_lemon_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Lemon","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Lemon","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_musk_melon_prod_000t","section":"Key crops","indicator":"Total production","category":"Musk Melon","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Musk Melon","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_musk_melon_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Musk Melon","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Musk Melon","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_matter_peas_prod_000t","section":"Key crops","indicator":"Total production","category":"Matter (Peas)","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Matter (Peas)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_matter_peas_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Matter (Peas)","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Matter (Peas)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_musk_melon_fruit_prod_000t","section":"Key crops","indicator":"Total production","category":"Musk Melon Fruit","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Musk Melon Fruit","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_musk_melon_fruit_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Musk Melon Fruit","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Musk Melon Fruit","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_maize_spring_prod_000t_source2","section":"Key crops","indicator":"Total production","category":"Maize (Spring)","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Maize (Spring)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification. Repeated category in source: occurrence 2; not combined with earlier occurrence."},{"field_name":"crop_maize_spring_punjab_pct_source2","section":"Key crops","indicator":"Share of total Punjab production","category":"Maize (Spring)","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Maize (Spring)","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero. Repeated category in source: occurrence 2; not combined with earlier occurrence."},{"field_name":"crop_sugarcane_prod_000t","section":"Key crops","indicator":"Total production","category":"Sugarcane","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Sugarcane","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_sugarcane_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Sugarcane","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Sugarcane","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"rabi_tobacco_pct","section":"Rabi crop shares","indicator":"Displayed chart share","category":"Tobacco","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Tabacco","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"crop_ground_nut_prod_000t","section":"Key crops","indicator":"Total production","category":"Ground Nut","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Ground Nut","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_ground_nut_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Ground Nut","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Ground Nut","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"rabi_masoor_pct","section":"Rabi crop shares","indicator":"Displayed chart share","category":"Masoor","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Masoor","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"crop_bitter_gourd_prod_000t","section":"Key crops","indicator":"Total production","category":"Bitter Gourd","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Bitter Gourd","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_bitter_gourd_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Bitter Gourd","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Bitter Gourd","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"kharif_guava_pct","section":"Kharif crop shares","indicator":"Displayed chart share","category":"Guava","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Guava","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Share of total cultivated area, as labeled. Only listed crop categories are available."},{"field_name":"crop_lady_finger_prod_000t","section":"Key crops","indicator":"Total production","category":"Lady Finger","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Lady Finger","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_lady_finger_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Lady Finger","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Lady Finger","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."},{"field_name":"crop_other_citrus_prod_000t","section":"Key crops","indicator":"Total production","category":"Other Citrus","subgroup":null,"unit":"thousand tons as printed","period":"Not stated","gis_field":"yes","source_labels":"Other Citrus","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only. Unit follows the shared atlas heading, including crops for which the unit may need verification."},{"field_name":"crop_other_citrus_punjab_pct","section":"Key crops","indicator":"Share of total Punjab production","category":"Other Citrus","subgroup":null,"unit":"percent","period":"Not stated","gis_field":"yes","source_labels":"Other Citrus","source_dataset":"Punjab Development Statistics; Crop Reporting Service","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"notes":"Selected key crops only; an unlisted crop is not zero."}],"quality_flags":[{"district_key":"ALL","district_name":"All districts","severity":"Important","section":"Institutions","issue_code":"INSTITUTION_RATIO_UNIT","fields":"vocational_ratio_reported; colleges_ratio_reported; universities_ratio_reported","detail":"The header reads 1/Per 1000 Population, but reported magnitudes vary substantially. No interpretation or rescaling is applied.","pdf_page":80},{"district_key":"ALL","district_name":"All districts","severity":"Important","section":"Health","issue_code":"MORTALITY_UNIT","fields":"under5_mortality_reported; infant_mortality_reported","detail":"Atlas prints mortality rates with a percent sign but supplies no underlying rate denominator. Values are retained as printed; verify units with the original survey before using these fields.","pdf_page":80},{"district_key":"ATTOCK","district_name":"Attock","severity":"Important","section":"Rabi crop shares","issue_code":"SHARES_NOT_100","fields":"rabi_*","detail":"Listed shares sum to 111.00%, outside a 3 percentage point rounding allowance. Values retained.","pdf_page":8},{"district_key":"ATTOCK","district_name":"Attock","severity":"Important","section":"Health","issue_code":"ZERO_MORTALITY_REPORTED","fields":"infant_mortality_reported","detail":"The atlas prints 0% for this mortality indicator. Preserved, but requires verification.","pdf_page":8},{"district_key":"GUJRANWALA","district_name":"Gujranwala","severity":"Important","section":"Employment sectors","issue_code":"SHARES_NOT_100","fields":"emp_sector_*","detail":"Listed shares sum to 84.00%, outside a 3 percentage point rounding allowance. Values retained.","pdf_page":24},{"district_key":"GUJRAT","district_name":"Gujrat","severity":"Important","section":"Health","issue_code":"FACILITY_ALIGNMENT","fields":"thq_n; rhc_n; bhu_n; dispensaries_n; mch_n; beds_n","detail":"The published rows show THQ 12, RHC 90, BHU 17, dispensaries 10, MCH 386 and blank beds. Visually verified and retained exactly; verify row alignment with the underlying source.","pdf_page":26},{"district_key":"JHELUM","district_name":"Jhelum","severity":"Important","section":"Population","issue_code":"POPULATION_TOTAL_MISMATCH","fields":"pop_2017_urban_n; pop_2017_rural_n; pop_2017_total_n","detail":"Published urban + rural = 981,816; published total = 1,886,378.","pdf_page":32},{"district_key":"LAHORE","district_name":"Lahore","severity":"Important","section":"Manufacturing","issue_code":"MANUFACTURING_TOTAL_MISMATCH","fields":"mfg_ind_*_n","detail":"Small + medium + large industries = 303; reported total = 4,785.","pdf_page":40},{"district_key":"LAHORE","district_name":"Lahore","severity":"Important","section":"Manufacturing","issue_code":"MANUFACTURING_TOTAL_MISMATCH","fields":"mfg_emp_*_n","detail":"Small + medium + large employment = 303; reported total = 101.","pdf_page":40},{"district_key":"LAHORE","district_name":"Lahore","severity":"Important","section":"Manufacturing","issue_code":"REPEATED_MANUFACTURING_VALUES","fields":"mfg_*","detail":"The source repeats 101 across seven total-row cells and repeats the same percentage column across size/employment breakdowns. Visually verified; treat these breakdowns cautiously.","pdf_page":40},{"district_key":"RAJANPUR","district_name":"Rajanpur","severity":"Important","section":"Water and livestock","issue_code":"SHARES_NOT_100","fields":"water_*","detail":"Listed shares sum to 90.00%, outside a 3 percentage point rounding allowance. Values retained.","pdf_page":64},{"district_key":"RAWALPINDI","district_name":"Rawalpindi","severity":"Important","section":"Manufacturing","issue_code":"DUPLICATE_EMPLOYMENT_COLUMNS","fields":"mfg_*_emp_*","detail":"Small and medium employment columns are identical in the source. The total also fails reconciliation. Visually verified; no correction guessed.","pdf_page":66},{"district_key":"RAWALPINDI","district_name":"Rawalpindi","severity":"Important","section":"Manufacturing","issue_code":"MANUFACTURING_TOTAL_MISMATCH","fields":"mfg_emp_*_n","detail":"Small + medium + large employment = 26,873; reported total = 19,626.","pdf_page":66},{"district_key":"RAWALPINDI","district_name":"Rawalpindi","severity":"Important","section":"Water and livestock","issue_code":"SHARES_NOT_100","fields":"water_*","detail":"Listed shares sum to 110.00%, outside a 3 percentage point rounding allowance. Values retained.","pdf_page":66},{"district_key":"SAHIWAL","district_name":"Sahiwal","severity":"Important","section":"Agriculture and land","issue_code":"LAND_TOTAL_MISMATCH","fields":"land_cultivated_acres; land_uncultivated_acres; land_total_acres","detail":"Cultivated + uncultivated = 684,859 acres; total = 485,798 acres.","pdf_page":68},{"district_key":"ALL","district_name":"All districts","severity":"Review","section":"Key crops","issue_code":"CROP_UNIT","fields":"crop_*_prod_000t","detail":"The shared source heading is (000 tons), including cotton and other crops. Check crop-specific units before comparing production values.","pdf_page":80},{"district_key":"ATTOCK","district_name":"Attock","severity":"Review","section":"Population","issue_code":"GROWTH_PERIOD","fields":"pop_growth_annual_*","detail":"The growth-rate row says 1998-2017, whereas most district profiles say 2017-2023. The printed period is retained.","pdf_page":8},{"district_key":"HAFIZABAD","district_name":"Hafizabad","severity":"Review","section":"Population","issue_code":"GROWTH_PERIOD","fields":"pop_growth_annual_*","detail":"The growth-rate row says 1998-2017, whereas most district profiles say 2017-2023. The printed period is retained.","pdf_page":28},{"district_key":"HAFIZABAD","district_name":"Hafizabad","severity":"Review","section":"Population","issue_code":"URBAN_SHARE_MISMATCH","fields":"pop_2017_urban_pct","detail":"Published share = 27%; urban/total implies 34.81%.","pdf_page":28},{"district_key":"JHELUM","district_name":"Jhelum","severity":"Review","section":"Kharif crop shares","issue_code":"REPEATED_CATEGORY","fields":"kharif_bajra_pct_source2","detail":"Repeated source category retained in a separate field; verify category identity before mapping.","pdf_page":32},{"district_key":"LAYYAH","district_name":"Layyah","severity":"Review","section":"Population","issue_code":"URBAN_SHARE_MISMATCH","fields":"pop_2017_urban_pct","detail":"Published share = 13%; urban/total implies 17.61%.","pdf_page":42},{"district_key":"PAKPATTAN","district_name":"Pakpattan","severity":"Review","section":"Key crops","issue_code":"REPEATED_CATEGORY","fields":"crop_maize_spring_prod_000t_source2","detail":"Repeated source category retained in a separate field; verify category identity before mapping.","pdf_page":60},{"district_key":"PAKPATTAN","district_name":"Pakpattan","severity":"Review","section":"Key crops","issue_code":"REPEATED_CATEGORY","fields":"crop_maize_spring_punjab_pct_source2","detail":"Repeated source category retained in a separate field; verify category identity before mapping.","pdf_page":60},{"district_key":"SIALKOT","district_name":"Sialkot","severity":"Review","section":"Population","issue_code":"URBAN_SHARE_MISMATCH","fields":"pop_2017_urban_pct","detail":"Published share = 26.19%; urban/total implies 29.39%.","pdf_page":74},{"district_key":"VEHARI","district_name":"Vehari","severity":"Review","section":"Population","issue_code":"URBAN_SHARE_MISMATCH","fields":"pop_2017_urban_pct","detail":"Published share = 21%; urban/total implies 17.44%.","pdf_page":78},{"district_key":"ALL","district_name":"All districts","severity":"Information","section":"Geography","issue_code":"ATLAS_GEOGRAPHY","fields":"district_key","detail":"The atlas contains 36 district profiles. Match polygon definitions to the atlas. Name keys are workbook join aids, not official administrative codes.","pdf_page":80},{"district_key":"ALL","district_name":"All districts","severity":"Information","section":"Income","issue_code":"INCOME_BAND_DEFINITION","fields":"income_*","detail":"Currency and income reference period are not explicit. Source labels overlap at 250,000; labels retained.","pdf_page":80},{"district_key":"ATTOCK","district_name":"Attock","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":8},{"district_key":"ATTOCK","district_name":"Attock","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is empty; stored as blank, not zero.","pdf_page":8},{"district_key":"BAHAWALNAGAR","district_name":"Bahawalnagar","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":10},{"district_key":"BAHAWALNAGAR","district_name":"Bahawalnagar","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is empty; stored as blank, not zero.","pdf_page":10},{"district_key":"BAHAWALPUR","district_name":"Bahawalpur","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":12},{"district_key":"BAHAWALPUR","district_name":"Bahawalpur","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is empty; stored as blank, not zero.","pdf_page":12},{"district_key":"BHAKKAR","district_name":"Bhakkar","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":14},{"district_key":"BHAKKAR","district_name":"Bhakkar","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":14},{"district_key":"CHAKWAL","district_name":"Chakwal","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":16},{"district_key":"CHAKWAL","district_name":"Chakwal","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":16},{"district_key":"CHINIOT","district_name":"Chiniot","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":18},{"district_key":"CHINIOT","district_name":"Chiniot","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":18},{"district_key":"DERAGHAZIKHAN","district_name":"Dera Ghazi Khan","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":20},{"district_key":"DERAGHAZIKHAN","district_name":"Dera Ghazi Khan","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":20},{"district_key":"FAISALABAD","district_name":"Faisalabad","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":22},{"district_key":"FAISALABAD","district_name":"Faisalabad","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":22},{"district_key":"GUJRANWALA","district_name":"Gujranwala","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":24},{"district_key":"GUJRANWALA","district_name":"Gujranwala","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":24},{"district_key":"GUJRAT","district_name":"Gujrat","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":26},{"district_key":"GUJRAT","district_name":"Gujrat","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":26},{"district_key":"GUJRAT","district_name":"Gujrat","severity":"Information","section":"Health","issue_code":"MISSING_IN_SOURCE","fields":"beds_n","detail":"Source cell is empty; stored as blank, not zero.","pdf_page":26},{"district_key":"HAFIZABAD","district_name":"Hafizabad","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":28},{"district_key":"HAFIZABAD","district_name":"Hafizabad","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":28},{"district_key":"HAFIZABAD","district_name":"Hafizabad","severity":"Information","section":"Water and livestock","issue_code":"SOURCE_PUNCTUATION","fields":"water_canal_pct","detail":"Printed 2.%; parsed as 2 with the original text retained.","pdf_page":28},{"district_key":"JHANG","district_name":"Jhang","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":30},{"district_key":"JHANG","district_name":"Jhang","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":30},{"district_key":"JHANG","district_name":"Jhang","severity":"Information","section":"Literacy","issue_code":"MISSING_IN_SOURCE","fields":"lit_10_14_urban_female_pct","detail":"Source cell is empty; stored as blank, not zero.","pdf_page":30},{"district_key":"JHELUM","district_name":"Jhelum","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":32},{"district_key":"JHELUM","district_name":"Jhelum","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":32},{"district_key":"JHELUM","district_name":"Jhelum","severity":"Information","section":"Health","issue_code":"MISSING_IN_SOURCE","fields":"ari_antibiotic_pct","detail":"Source cell is '.'; stored as blank, not zero.","pdf_page":32},{"district_key":"KASUR","district_name":"Kasur","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":34},{"district_key":"KASUR","district_name":"Kasur","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":34},{"district_key":"KHANEWAL","district_name":"Khanewal","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":36},{"district_key":"KHANEWAL","district_name":"Khanewal","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":36},{"district_key":"KHUSHAB","district_name":"Khushab","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":38},{"district_key":"KHUSHAB","district_name":"Khushab","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":38},{"district_key":"LAHORE","district_name":"Lahore","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":40},{"district_key":"LAHORE","district_name":"Lahore","severity":"Information","section":"Population","issue_code":"MISSING_IN_SOURCE","fields":"pop_2017_rural_n","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":40},{"district_key":"LAHORE","district_name":"Lahore","severity":"Information","section":"Population","issue_code":"MISSING_IN_SOURCE","fields":"pop_2023_rural_n","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":40},{"district_key":"LAHORE","district_name":"Lahore","severity":"Information","section":"Population","issue_code":"MISSING_IN_SOURCE","fields":"pop_growth_annual_rural_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":40},{"district_key":"LAHORE","district_name":"Lahore","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":40},{"district_key":"LAHORE","district_name":"Lahore","severity":"Information","section":"Literacy","issue_code":"MISSING_IN_SOURCE","fields":"lit_10_14_rural_male_pct","detail":"Source cell is empty; stored as blank, not zero.","pdf_page":40},{"district_key":"LAHORE","district_name":"Lahore","severity":"Information","section":"Literacy","issue_code":"MISSING_IN_SOURCE","fields":"lit_10_14_rural_female_pct","detail":"Source cell is empty; stored as blank, not zero.","pdf_page":40},{"district_key":"LAHORE","district_name":"Lahore","severity":"Information","section":"Literacy","issue_code":"MISSING_IN_SOURCE","fields":"lit_adult15plus_rural_male_pct","detail":"Source cell is empty; stored as blank, not zero.","pdf_page":40},{"district_key":"LAHORE","district_name":"Lahore","severity":"Information","section":"Literacy","issue_code":"MISSING_IN_SOURCE","fields":"lit_adult15plus_rural_female_pct","detail":"Source cell is empty; stored as blank, not zero.","pdf_page":40},{"district_key":"LAHORE","district_name":"Lahore","severity":"Information","section":"Literacy","issue_code":"MISSING_IN_SOURCE","fields":"lit_youth15_24_rural_male_pct","detail":"Source cell is empty; stored as blank, not zero.","pdf_page":40},{"district_key":"LAHORE","district_name":"Lahore","severity":"Information","section":"Literacy","issue_code":"MISSING_IN_SOURCE","fields":"lit_youth15_24_rural_female_pct","detail":"Source cell is empty; stored as blank, not zero.","pdf_page":40},{"district_key":"LAYYAH","district_name":"Layyah","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":42},{"district_key":"LAYYAH","district_name":"Layyah","severity":"Information","section":"Water and livestock","issue_code":"SOURCE_PUNCTUATION","fields":"water_well_pct","detail":"Printed 2.%; parsed as 2 with the original text retained.","pdf_page":42},{"district_key":"LODHRAN","district_name":"Lodhran","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":44},{"district_key":"LODHRAN","district_name":"Lodhran","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":44},{"district_key":"LODHRAN","district_name":"Lodhran","severity":"Information","section":"Water and livestock","issue_code":"SOURCE_PUNCTUATION","fields":"water_well_pct","detail":"Printed 2.%; parsed as 2 with the original text retained.","pdf_page":44},{"district_key":"MANDIBAHAUDDIN","district_name":"Mandi Bahauddin","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":46},{"district_key":"MANDIBAHAUDDIN","district_name":"Mandi Bahauddin","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":46},{"district_key":"MIANWALI","district_name":"Mianwali","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":48},{"district_key":"MIANWALI","district_name":"Mianwali","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":48},{"district_key":"MIANWALI","district_name":"Mianwali","severity":"Information","section":"Agriculture and land","issue_code":"SOURCE_PUNCTUATION","fields":"agri_emp_total_pct","detail":"Printed 48.%; parsed as 48 with the original text retained.","pdf_page":48},{"district_key":"MULTAN","district_name":"Multan","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":50},{"district_key":"MULTAN","district_name":"Multan","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":50},{"district_key":"MUZAFFARGARH","district_name":"Muzaffargarh","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":52},{"district_key":"MUZAFFARGARH","district_name":"Muzaffargarh","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":52},{"district_key":"MUZAFFARGARH","district_name":"Muzaffargarh","severity":"Information","section":"Agriculture and land","issue_code":"MISSING_IN_SOURCE","fields":"farmers_small_pct","detail":"Source cell is empty; stored as blank, not zero.","pdf_page":52},{"district_key":"MUZAFFARGARH","district_name":"Muzaffargarh","severity":"Information","section":"Agriculture and land","issue_code":"MISSING_IN_SOURCE","fields":"farmers_medium_pct","detail":"Source cell is empty; stored as blank, not zero.","pdf_page":52},{"district_key":"MUZAFFARGARH","district_name":"Muzaffargarh","severity":"Information","section":"Agriculture and land","issue_code":"MISSING_IN_SOURCE","fields":"farmers_large_pct","detail":"Source cell is empty; stored as blank, not zero.","pdf_page":52},{"district_key":"NANKANASAHIB","district_name":"Nankana Sahib","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":54},{"district_key":"NANKANASAHIB","district_name":"Nankana Sahib","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":54},{"district_key":"NAROWAL","district_name":"Narowal","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":56},{"district_key":"NAROWAL","district_name":"Narowal","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":56},{"district_key":"OKARA","district_name":"Okara","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":58},{"district_key":"OKARA","district_name":"Okara","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":58},{"district_key":"PAKPATTAN","district_name":"Pakpattan","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":60},{"district_key":"PAKPATTAN","district_name":"Pakpattan","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":60},{"district_key":"RAHIMYARKHAN","district_name":"Rahim Yar Khan","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":62},{"district_key":"RAHIMYARKHAN","district_name":"Rahim Yar Khan","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":62},{"district_key":"RAJANPUR","district_name":"Rajanpur","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":64},{"district_key":"RAJANPUR","district_name":"Rajanpur","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":64},{"district_key":"RAJANPUR","district_name":"Rajanpur","severity":"Information","section":"Agriculture and land","issue_code":"SOURCE_PUNCTUATION","fields":"agri_emp_total_pct","detail":"Printed 65.%; parsed as 65 with the original text retained.","pdf_page":64},{"district_key":"RAWALPINDI","district_name":"Rawalpindi","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":66},{"district_key":"RAWALPINDI","district_name":"Rawalpindi","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":66},{"district_key":"SAHIWAL","district_name":"Sahiwal","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":68},{"district_key":"SAHIWAL","district_name":"Sahiwal","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":68},{"district_key":"SAHIWAL","district_name":"Sahiwal","severity":"Information","section":"Water and livestock","issue_code":"MISSING_IN_SOURCE","fields":"buffalo_n","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":68},{"district_key":"SAHIWAL","district_name":"Sahiwal","severity":"Information","section":"Water and livestock","issue_code":"MISSING_IN_SOURCE","fields":"cows_n","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":68},{"district_key":"SAHIWAL","district_name":"Sahiwal","severity":"Information","section":"Water and livestock","issue_code":"MISSING_IN_SOURCE","fields":"sheep_n","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":68},{"district_key":"SAHIWAL","district_name":"Sahiwal","severity":"Information","section":"Water and livestock","issue_code":"MISSING_IN_SOURCE","fields":"goats_n","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":68},{"district_key":"SAHIWAL","district_name":"Sahiwal","severity":"Information","section":"Water and livestock","issue_code":"MISSING_IN_SOURCE","fields":"poultry_n","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":68},{"district_key":"SARGODHA","district_name":"Sargodha","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":70},{"district_key":"SARGODHA","district_name":"Sargodha","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":70},{"district_key":"SHEIKHUPURA","district_name":"Sheikhupura","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":72},{"district_key":"SHEIKHUPURA","district_name":"Sheikhupura","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":72},{"district_key":"SHEIKHUPURA","district_name":"Sheikhupura","severity":"Information","section":"Key crops","issue_code":"STRAY_SOURCE_LABEL","fields":"crop_*","detail":"Bottle Gourd appears in the crop-table header without numeric values. The five labeled numeric crop rows are extracted; the orphan label is recorded here.","pdf_page":72},{"district_key":"SIALKOT","district_name":"Sialkot","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":74},{"district_key":"SIALKOT","district_name":"Sialkot","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":74},{"district_key":"TOBATEKSINGH","district_name":"Toba Tek Singh","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":76},{"district_key":"TOBATEKSINGH","district_name":"Toba Tek Singh","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":76},{"district_key":"VEHARI","district_name":"Vehari","severity":"Information","section":"Employment chart","issue_code":"CHART_TABLE_DIFFERENCE","fields":"emp_chart_*","detail":"The chart titled Major Employment Sectors differs from the employment-sector table; most charts show occupations. Both are preserved separately; GIS_Districts uses the table for sector fields.","pdf_page":78},{"district_key":"VEHARI","district_name":"Vehari","severity":"Information","section":"Schools","issue_code":"MISSING_IN_SOURCE","fields":"gross_enrol_higher_secondary_pct","detail":"Source cell is '-'; stored as blank, not zero.","pdf_page":78}],"sources":[{"section":"Census units","source_dataset_as_listed":"Population and Housing Census 2023","data_period":"2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"note":"Sources transcribed from the atlas. Original datasets were not independently substituted or used to repair values."},{"section":"Population and labour","source_dataset_as_listed":"Population and Housing Census 2023","data_period":"2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"note":"Sources transcribed from the atlas. Original datasets were not independently substituted or used to repair values."},{"section":"Population","source_dataset_as_listed":"Population and Housing Census 2023","data_period":"2017 and 2023; growth period is printed in each profile","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"note":"Sources transcribed from the atlas. Original datasets were not independently substituted or used to repair values."},{"section":"Population pyramid","source_dataset_as_listed":"Population and Housing Census 2023","data_period":"2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"note":"Sources transcribed from the atlas. Original datasets were not independently substituted or used to repair values."},{"section":"Occupations","source_dataset_as_listed":"Labour Force Survey 2020-21","data_period":"2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"note":"Sources transcribed from the atlas. Original datasets were not independently substituted or used to repair values."},{"section":"Employment sectors","source_dataset_as_listed":"Labour Force Survey 2020-21","data_period":"2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"note":"Sources transcribed from the atlas. Original datasets were not independently substituted or used to repair values."},{"section":"Employment chart","source_dataset_as_listed":"Labour Force Survey 2020-21","data_period":"2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"note":"Sources transcribed from the atlas. Original datasets were not independently substituted or used to repair values."},{"section":"Income","source_dataset_as_listed":"Pakistan Social and Living Standard Measurement Survey 2019-20","data_period":"2019-20","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"note":"Sources transcribed from the atlas. Original datasets were not independently substituted or used to repair values."},{"section":"Schools","source_dataset_as_listed":"Schools Information System 2024","data_period":"2024","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"note":"Sources transcribed from the atlas. Original datasets were not independently substituted or used to repair values."},{"section":"Institutions","source_dataset_as_listed":"Higher Education Commission; Technical Education & Vocational Training Authority","data_period":"Not stated","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"note":"Sources transcribed from the atlas. Original datasets were not independently substituted or used to repair values."},{"section":"Literacy","source_dataset_as_listed":"Population and Housing Census 2023","data_period":"2023","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"note":"Sources transcribed from the atlas. Original datasets were not independently substituted or used to repair values."},{"section":"Key crops","source_dataset_as_listed":"Punjab Development Statistics; Crop Reporting Service","data_period":"Not stated","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"note":"Sources transcribed from the atlas. Original datasets were not independently substituted or used to repair values."},{"section":"Rabi crop shares","source_dataset_as_listed":"Punjab Development Statistics; Crop Reporting Service","data_period":"Not stated","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"note":"Sources transcribed from the atlas. Original datasets were not independently substituted or used to repair values."},{"section":"Kharif crop shares","source_dataset_as_listed":"Punjab Development Statistics; Crop Reporting Service","data_period":"Not stated","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"note":"Sources transcribed from the atlas. Original datasets were not independently substituted or used to repair values."},{"section":"Agriculture and land","source_dataset_as_listed":"Punjab Development Statistics; Labour Force Survey 2020-21","data_period":"2020-21 for employment; other years not stated","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"note":"Sources transcribed from the atlas. Original datasets were not independently substituted or used to repair values."},{"section":"Water and livestock","source_dataset_as_listed":"Livestock Census (Pakistan Bureau of Statistics); Punjab Development Statistics","data_period":"Not stated","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"note":"Sources transcribed from the atlas. Original datasets were not independently substituted or used to repair values."},{"section":"Manufacturing","source_dataset_as_listed":"Labour Force Survey 2020-21","data_period":"2020-21","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"note":"Sources transcribed from the atlas. Original datasets were not independently substituted or used to repair values."},{"section":"Health","source_dataset_as_listed":"Punjab Development Statistics; Multiple Indicator Cluster Survey","data_period":"Not stated","source_file":"District Atlas.pdf","source_notes_pdf_page":80,"note":"Sources transcribed from the atlas. Original datasets were not independently substituted or used to repair values."}]}