--- license: cc-by-4.0 language: - en tags: - india - census - demographics - districts - population - literacy pretty_name: India Census 2011 - District Level size_categories: - n<1K --- # India Census 2011 — District Level Clean, versioned district-level data from India's 2011 Census. 640 districts. 29 columns. Zero missing values. Ready for pandas. ## Quick Start ```python import pandas as pd from huggingface_hub import hf_hub_download path = hf_hub_download( repo_id="indiaset/census-2011", filename="census_2011_districts_final.parquet", repo_type="dataset" ) df = pd.read_parquet(path) print(df.shape) # (640, 29) ``` ## What's In This Dataset One row per district. All 640 districts of India as they existed on Census night — midnight of February 28, 2011. | Column | Description | |--------|-------------| | state_code | Census 2011 state code | | state_name | Official state/UT name | | district_code | Census 2011 district code | | district_name | District name as per Census | | lgd_code | LGD permanent district code | | district_name_lgd | District name as per LGD | | pop_total | Total population | | pop_male | Male population | | pop_female | Female population | | pop_under6_total | Children under 6 years | | pop_sc | Scheduled Caste population | | pop_st | Scheduled Tribe population | | literate_total | Literate persons | | literate_male | Literate males | | literate_female | Literate females | | illiterate_total | Illiterate persons | | workers_total | Total workers | | workers_male | Male workers | | workers_female | Female workers | | non_workers_total | Non workers | | literacy_rate | Literate / Total × 100 | | sex_ratio | Females per 1000 males | | workforce_participation | Workers / Total × 100 | ## Validation District populations sum to exactly **1,210,854,977** — the official Census 2011 total for India. Zero discrepancy. ## Key Insights - Most literate district: Pathanamthitta, Kerala — 88.74% - Least literate district: Alirajpur, Madhya Pradesh — 28.77% - Literacy gap across India: 60 percentage points - National sex ratio: 943 females per 1000 males ## Known Limitations ⚠️ This data reflects 2011 boundaries. Key things to know: - **Telangana does not exist** — it was carved out of Andhra Pradesh in 2014. All Telangana districts appear under Andhra Pradesh here. - **New districts created after 2011 are not present** — India had 640 districts in 2011, now has 800+. - **Population figures are from 2011** — use for structural comparisons, not current headcounts. - **Yanam and Mahe** (Puducherry enclaves) LGD codes were manually verified and patched — not in the LGD export. ## Source & License - **Maintainer:** Ansuman Jaiswal (github.com/iam-ansuman) - **Source:** Office of the Registrar General & Census Commissioner, India (censusindia.gov.in) - **LGD Codes:** Ministry of Panchayati Raj, Government of India (lgdirectory.gov.in) - **Original license:** GODL-India - **This dataset:** CC-BY-4.0 If you use this dataset, please cite: Jaiswal, Ansuman. (2026). India Census 2011 - District Level [Dataset]. indiaset. Hugging Face. https://huggingface.co/datasets/indiaset/census-2011 ## Cleaning Pipeline Full reproducible pipeline available at: github.com/indiaset/census-2011-pipeline