{"groups":{"population":"Population","livelihood":"Work and livelihood","infrastructure":"Village facilities","circumstances":"Household circumstances"},"measures":{"pop.total":{"label":"Total population","unit":"count","kind":"count","definition":"Everyone enumerated in Census 2011 within the district's 2011 boundary.","formula":"sum(pc11_pca_tot_p) over the district's subdistricts","source":"Census of India 2011, Primary Census Abstract, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"population"},"pop.households":{"label":"Households","unit":"count","kind":"count","definition":"Normal households enumerated in Census 2011, the Census term for people who usually live together and eat from a common kitchen.","formula":"sum(pc11_pca_no_hh)","source":"Census of India 2011, Primary Census Abstract, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"population"},"pop.avg_household_size":{"label":"Average household size","unit":"ratio","kind":"ratio","definition":"People per household, found by dividing the total population by the number of households.","formula":"pop.total / pop.households","source":"Census of India 2011, Primary Census Abstract, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"population","range":[1.0,12.0]},"pop.st_share":{"label":"Scheduled Tribe share of population","unit":"percent","kind":"rate","denominator_key":"pop.total","definition":"People enumerated as members of a Scheduled Tribe, as a percentage of the whole population, children under seven included.","formula":"100 * sum(pc11_pca_p_st) / sum(pc11_pca_tot_p)","source":"Census of India 2011, Primary Census Abstract, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"population","range":[0.0,100.0],"caveats":["Scheduled Tribe is a constitutional status given to communities. Scheduled Areas are declared separately, by Presidential Order under the Fifth Schedule, and many districts with a large tribal population lie outside them, so this share describes who lives here and settles no legal question."]},"pop.sc_share":{"label":"Scheduled Caste share of population","unit":"percent","kind":"rate","denominator_key":"pop.total","definition":"People enumerated as members of a Scheduled Caste, as a percentage of the whole population.","formula":"100 * sum(pc11_pca_p_sc) / sum(pc11_pca_tot_p)","source":"Census of India 2011, Primary Census Abstract, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"population","range":[0.0,100.0]},"pop.child_share":{"label":"Children aged 0-6","unit":"percent","kind":"rate","denominator_key":"pop.total","definition":"Children aged 0 to 6 as a percentage of the whole population.","formula":"100 * sum(pc11_pca_p_06) / sum(pc11_pca_tot_p)","source":"Census of India 2011, Primary Census Abstract, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"population","range":[0.0,40.0]},"pop.literacy_rate":{"label":"Literacy rate","unit":"percent","kind":"rate","denominator_key":"pop.age7plus","definition":"People who can both read and write with understanding in any language, as a percentage of the population aged seven and above. This is the Census of India definition. Measured over the whole population, children included, the rate comes out markedly lower and matches no published Census figure.","formula":"100 * sum(pc11_pca_p_lit) / (sum(pc11_pca_tot_p) - sum(pc11_pca_p_06))","source":"Census of India 2011, Primary Census Abstract, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"population","range":[0.0,100.0]},"pop.age7plus":{"label":"Population aged 7 and above","unit":"count","kind":"count","definition":"The whole population minus children aged 0 to 6, which the Census uses as the base for its literacy rate.","formula":"sum(pc11_pca_tot_p) - sum(pc11_pca_p_06)","source":"Census of India 2011, Primary Census Abstract, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"population","internal":true},"pop.sex_ratio":{"label":"Sex ratio","unit":"ratio","kind":"ratio","definition":"Females per 1,000 males, the convention used by the Census of India.","formula":"1000 * sum(pc11_pca_tot_f) / sum(pc11_pca_tot_m)","source":"Census of India 2011, Primary Census Abstract, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"population","range":[500.0,1300.0]},"work.total_workers":{"label":"Total workers","unit":"count","kind":"count","definition":"Everyone recorded in Census 2011 as a main or marginal worker. A main worker worked for six months or more of the year before the count, and a marginal worker for less than six months.","formula":"sum(pc11_pca_tot_work_p)","source":"Census of India 2011, Primary Census Abstract, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"livelihood"},"work.participation_rate":{"label":"Work participation rate","unit":"percent","kind":"rate","denominator_key":"pop.total","definition":"Total workers as a percentage of the whole population, children included, which is the Census of India definition. A labour-force participation rate, computed over the working-age population, is a different measure and runs higher.","formula":"100 * sum(pc11_pca_tot_work_p) / sum(pc11_pca_tot_p)","source":"Census of India 2011, Primary Census Abstract, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"livelihood","range":[0.0,100.0]},"work.land_dependent_share":{"label":"Workers dependent on land","unit":"percent","kind":"rate","denominator_key":"work.total_workers","definition":"Cultivators and agricultural labourers, main and marginal together, as a percentage of all workers. These are the workers who earn their living directly from land, and so the people a land acquisition affects most directly.","formula":"100 * (main_cl_p + main_al_p + marg_cl_p + marg_al_p) / tot_work_p","source":"Census of India 2011, Primary Census Abstract, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"livelihood","range":[0.0,100.0],"caveats":["The figure counts individual workers. People who live on forest produce or common land are included only if the Census recorded them as cultivators or agricultural labourers."]},"work.cultivator_share":{"label":"Cultivators","unit":"percent","kind":"rate","denominator_key":"work.total_workers","definition":"Cultivators, main and marginal, as a percentage of all workers. The Census counts as a cultivator anyone who farms land they own or hold from the government, a private person or an institution.","formula":"100 * (main_cl_p + marg_cl_p) / tot_work_p","source":"Census of India 2011, Primary Census Abstract, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"livelihood","range":[0.0,100.0]},"work.ag_labourer_share":{"label":"Agricultural labourers","unit":"percent","kind":"rate","denominator_key":"work.total_workers","definition":"Agricultural labourers, main and marginal, as a percentage of all workers. An agricultural labourer works on another person's land for wages in money, kind or share and holds no right in it, so receives no compensation for the land when it is acquired. Where the 2013 land acquisition Act (RFCTLARR) governs, a labourer who worked in the affected area for the three years before the acquisition, and whose main livelihood it affects, counts as an affected family under section 3(c) and is owed rehabilitation and resettlement.","formula":"100 * (main_al_p + marg_al_p) / tot_work_p","source":"Census of India 2011, Primary Census Abstract, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"livelihood","range":[0.0,100.0]},"work.marginal_share":{"label":"Marginal workers","unit":"percent","kind":"rate","denominator_key":"work.total_workers","definition":"Workers who worked for less than six months of the year before the count, as a percentage of all workers. A high share points to seasonal or insecure work.","formula":"100 * sum(pc11_pca_margwork_p) / sum(pc11_pca_tot_work_p)","source":"Census of India 2011, Primary Census Abstract, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"livelihood","range":[0.0,100.0]},"work.household_industry_share":{"label":"Household industry workers","unit":"percent","kind":"rate","denominator_key":"work.total_workers","definition":"Workers in household industry, main and marginal, as a percentage of all workers.","formula":"100 * (main_hh_p + marg_hh_p) / tot_work_p","source":"Census of India 2011, Primary Census Abstract, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"livelihood","range":[0.0,100.0]},"infra.phc_doctors_sanctioned":{"label":"Primary Health Centre doctor posts sanctioned","unit":"count","kind":"count","definition":"Doctor positions sanctioned at Primary Health Centres in the district's rural areas.","formula":"sum(pc11_vd_ph_cntr_doc_tot)","source":"Census of India 2011, Village Directory, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"infrastructure"},"infra.phc_doctors_in_post":{"label":"Primary Health Centre doctor posts filled","unit":"count","kind":"count","definition":"Doctor posts filled at Primary Health Centres in the district's rural areas.","formula":"sum(pc11_vd_ph_cntr_doc_pos)","source":"Census of India 2011, Village Directory, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"infrastructure"},"infra.phc_doctor_vacancy_rate":{"label":"Primary Health Centre doctor vacancy","unit":"percent","kind":"rate","denominator_key":"infra.phc_doctors_sanctioned","definition":"Sanctioned doctor posts left vacant, as a percentage of all sanctioned posts. Both figures come from the same Village Directory columns, so the rate avoids the unit problems that make the directory's raw facility counts unusable.","formula":"100 * (doc_tot - doc_pos) / doc_tot","source":"Census of India 2011, Village Directory, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"infrastructure","range":[0.0,100.0],"caveats":["The figure covers rural areas only. A district with no sanctioned posts shows no figure.","In 21 districts the source records more doctors in post than posts sanctioned. We read that as an inconsistency within the Village Directory, so we withhold the rate for those districts and still show both counts."]},"infra.hospitals":{"label":"Hospitals","unit":"count","kind":"count","definition":"All hospitals recorded in the Village Directory for the district's rural areas.","formula":"sum(pc11_vd_all_hosp)","source":"Census of India 2011, Village Directory, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"infrastructure","caveats":["The figure covers rural areas only, and hospitals in towns and cities are left out."]},"infra.primary_schools_gov":{"label":"Government primary schools","unit":"count","kind":"count","definition":"Government primary schools in the district's rural areas.","formula":"sum(pc11_vd_p_sch_gov)","source":"Census of India 2011, Village Directory, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"infrastructure"},"infra.middle_schools_gov":{"label":"Government middle schools","unit":"count","kind":"count","definition":"Government middle schools in the district's rural areas.","formula":"sum(pc11_vd_m_sch_gov)","source":"Census of India 2011, Village Directory, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"infrastructure","caveats":["Some states have no separate middle-school category. All 26 of Gujarat's districts report zero, because its primary schools run to standard 8 and leave no separate middle school to count. Where a measure is zero across a whole state we withhold it, because a zero would suggest the schools are missing."]},"infra.secondary_schools_gov":{"label":"Government secondary schools","unit":"count","kind":"count","definition":"Government secondary schools in the district's rural areas.","formula":"sum(pc11_vd_s_sch_gov)","source":"Census of India 2011, Village Directory, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"infrastructure"},"secc.households":{"label":"Rural households (SECC)","unit":"count","kind":"count","definition":"Rural households enumerated in the Socio Economic and Caste Census 2011 and matched to this area in SHRUG.","formula":"sum(secc_hh)","source":"Socio Economic and Caste Census 2011, rural households, Ministry of Rural Development, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"circumstances","internal":true},"secc.land_owning_share":{"label":"Rural households owning land","unit":"percent","kind":"rate","denominator_key":"secc.households","definition":"Share of rural households that own land, as recorded in SECC 2011. The table covers rural households only.","formula":"100 * sum(land_own_share * secc_hh) / sum(secc_hh), over sub-districts reporting it","source":"Socio Economic and Caste Census 2011, rural households, Ministry of Rural Development, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"circumstances","range":[0.0,100.0]},"secc.earner_over_5k_share":{"label":"Rural households whose highest earner makes over ₹5,000 a month","unit":"percent","kind":"rate","denominator_key":"secc.households","definition":"Share of rural households whose highest-earning member makes more than ₹5,000 a month, as recorded in SECC 2011. Its complement, the share whose highest earner makes ₹5,000 or less, is the form in which SECC deprivation is most often quoted.","formula":"100 * sum(inc_5k_plus_share * secc_hh) / sum(secc_hh), over sub-districts reporting it","source":"Socio Economic and Caste Census 2011, rural households, Ministry of Rural Development, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"circumstances","range":[0.0,100.0]},"secc.manual_labour_share":{"label":"Rural households living mainly on manual casual labour","unit":"percent","kind":"rate","denominator_key":"secc.households","definition":"Share of rural households whose main source of income is manual casual labour, as recorded in SECC 2011.","formula":"100 * sum(inc_source_manlab_share * secc_hh) / sum(secc_hh), over sub-districts reporting it","source":"Socio Economic and Caste Census 2011, rural households, Ministry of Rural Development, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"circumstances","range":[0.0,100.0]},"secc.salaried_share":{"label":"Rural households with a salaried member","unit":"percent","kind":"rate","denominator_key":"secc.households","definition":"Share of rural households with any member in salaried employment (government, public or private sector), as recorded in SECC 2011.","formula":"100 * sum(salary_any_share * secc_hh) / sum(secc_hh), over sub-districts reporting it","source":"Socio Economic and Caste Census 2011, rural households, Ministry of Rural Development, as compiled in SHRUG v5.0, the Development Data Lab's sub-district dataset for India","vintage":"2011","group":"circumstances","range":[0.0,100.0]}},"benchmarks":{"india":{"pop.total":1208377599,"pop.households":248959700,"pop.age7plus":1044236804,"pop.avg_household_size":4.85,"pop.st_share":8.55,"pop.sc_share":16.64,"pop.child_share":13.58,"pop.literacy_rate":72.98,"pop.sex_ratio":942.6,"work.total_workers":480682565,"work.participation_rate":39.78,"work.land_dependent_share":54.56,"work.cultivator_share":24.63,"work.ag_labourer_share":29.92,"work.marginal_share":24.73,"work.household_industry_share":3.81,"infra.phc_doctors_sanctioned":38543,"infra.phc_doctors_in_post":30722,"infra.phc_doctor_vacancy_rate":20.29,"infra.hospitals":6101,"infra.primary_schools_gov":709559,"infra.middle_schools_gov":291777,"infra.secondary_schools_gov":97900,"secc.households":161079834,"secc.land_owning_share":46.12,"secc.earner_over_5k_share":24.34,"secc.manual_labour_share":51.77,"secc.salaried_share":8.28},"byState":{"Jammu & 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sum(pc11_pca_tot_p)","pop.child_share":"100 * sum(pc11_pca_p_06) / sum(pc11_pca_tot_p)","pop.literacy_rate":"100 * sum(pc11_pca_p_lit) / (sum(pc11_pca_tot_p) - sum(pc11_pca_p_06))","pop.sex_ratio":"1000 * sum(pc11_pca_tot_f) / sum(pc11_pca_tot_m)","work.total_workers":"sum(pc11_pca_tot_work_p)","work.participation_rate":"100 * sum(pc11_pca_tot_work_p) / sum(pc11_pca_tot_p)","work.land_dependent_share":"100 * (main_cl_p + main_al_p + marg_cl_p + marg_al_p) / tot_work_p","work.cultivator_share":"100 * (main_cl_p + marg_cl_p) / tot_work_p","work.ag_labourer_share":"100 * (main_al_p + marg_al_p) / tot_work_p","work.marginal_share":"100 * sum(pc11_pca_margwork_p) / sum(pc11_pca_tot_work_p)","work.household_industry_share":"100 * (main_hh_p + marg_hh_p) / tot_work_p","infra.phc_doctors_sanctioned":"sum(pc11_vd_ph_cntr_doc_tot)","infra.phc_doctors_in_post":"sum(pc11_vd_ph_cntr_doc_pos)","infra.phc_doctor_vacancy_rate":"100 * (doc_tot - doc_pos) / doc_tot","infra.hospitals":"sum(pc11_vd_all_hosp)","infra.primary_schools_gov":"sum(pc11_vd_p_sch_gov)","infra.middle_schools_gov":"sum(pc11_vd_m_sch_gov)","infra.secondary_schools_gov":"sum(pc11_vd_s_sch_gov)","secc.land_owning_share":"100 * sum(land_own_share * secc_hh) / sum(secc_hh), over sub-districts reporting it","secc.earner_over_5k_share":"100 * sum(inc_5k_plus_share * secc_hh) / sum(secc_hh), over sub-districts reporting it","secc.manual_labour_share":"100 * sum(inc_source_manlab_share * secc_hh) / sum(secc_hh), over sub-districts reporting it","secc.salaried_share":"100 * sum(salary_any_share * secc_hh) / sum(secc_hh), over sub-districts reporting it"}}}