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Local Electoral Body Reservations

Data on local electoral body (ULB and PRI) reservations.

See SOURCES.md for a state-by-state feasibility survey: where each state publishes its reservation data, whether the files are text or scans, and what it would take to extend coverage.

The table below is generatedmake coverage rebuilds it from the parsed files, from data/inventory.csv for states still raw, and from the sibling repositories, then checks that every link resolves. It drifted twice while hand-maintained, so it is no longer hand-maintained.

Entries Rows affected
Open gaps 52 34,067
Blocked 2 70,452
Parked 10 13,079
Undetermined 3 2,302
Accepted properties of the sources 15 101,562

CHANGELOG.md says what moved between releases and why, corrections first — if a number you used has changed, that is where it is recorded, along with which analyses to redo.

Every release is pinned by MANIFEST.json — a SHA-256 for every file, the exact master column order, and the commit each sibling repository was read at. Verify a checkout with python3 scripts/verify_manifest.py, which is standard library only and imports nothing else here, so it works from a bare checkout or an unpacked tarball.

What we have

One row per state, year and tier — the grain the data actually has. The notes are derived from the rows themselves rather than written by hand, so they cannot drift from what is in the files.

Each state directory also has its own generated readme — what is in it, which documents each row came from, what to be careful of, and how to rebuild it.

Read the notes before the numbers. J&K 2018's 82% women is a property of a document that lists only the reserved wards, not a fact about J&K; Goa's 2017 and 2022 cycles are nomination lists and name no winner; Jharkhand's place names are still in the legacy font they were printed in.

State Year Tier Rows Women Districts vs published Notes Where
Andhra Pradesh 2020 gp_head 5,590 49% 6 no winner published; partial: 6 of 13 districts; ward list complete for 95% of rows with a stated count data/ap/
Andhra Pradesh 2020 gp_ward 54,797 48% 6 no winner published; partial: 6 of 13 districts; ward list complete for 95% of rows with a stated count data/ap/
Goa 2012 gp_ward 1,471 32% 2 99% of 186 panchayats data/goa/
Goa 2017 gp_ward 684 27% 2 no winner published data/goa/
Goa 2022 gp_ward 793 39% 2 no winner published data/goa/
Jammu & Kashmir 2010 gp_ward 7,340 48% 10 no winner published data/jk/
Jammu & Kashmir 2016 gp_head 410 33% 5 no winner published data/jk/
Jammu & Kashmir 2016 gp_ward 2,326 32% 5 no winner published data/jk/
Jammu & Kashmir 2018 gp_ward 1,432 82% 12 no winner published; reserved seats only — shares are a property of the document, not of the state data/jk/
Jharkhand 2015 block_member 5,132 52% 24 95% of 5,423 seats data/jharkhand/
Jharkhand 2015 gp_head 3,972 52% 24 91% of 4,345 gram panchayats data/jharkhand/
Jharkhand 2015 gp_ward 19,781 53% 11 partial: 11 of 24 districts data/jharkhand/
Jharkhand 2015 zp_member 226 53% 11 41% of 545 seats partial: 11 of 24 districts data/jharkhand/
Karnataka 1993 gp_head 5,264 32% 27 no winner published data/karnataka/
Karnataka 2000 gp_head 5,320 36% 27 no winner published data/karnataka/
Karnataka 2002 gp_head 5,320 36% 27 no winner published data/karnataka/
Karnataka 2005 gp_head 5,322 32% 27 no winner published data/karnataka/
Karnataka 2007 gp_head 5,322 33% 27 no winner published data/karnataka/
Karnataka 2016 block_member 3,478 51% 30 data/karnataka/
Karnataka 2016 zp_member 888 48% 26 data/karnataka/
Telangana 2019 gp_head 12,018 50% 30 94% of 12,728 seats data/telangana/
Telangana 2019 gp_ward 49,823 51% 30 44% of 112,242 seats data/telangana/
West Bengal 2018 zp_member 825 49% 20 no winner published data/wb/

What is still missing

Status means: parsed — in this schema, one row per seat-year; held, unparsed — documents or tables are here, in someone else's layout, and nobody has parsed them into this schema yet; raw, unparsed — source documents on disk, no parser yet; not held — nothing acquired; no PRI — nothing to collect.

State Tier Years Rows Status Where
Andaman & Nicobar Islands - - - not held -
Andhra Pradesh gp_head, gp_ward 2020 60,387 parsed data/ap/
Arunachal Pradesh - - - not held -
Assam - - - documents, no parser data/assam/ - 1 digital-text
Bihar gp_head, gp_ward, block_member, zp_member, kachahari_head, kachahari_member 2016 645,605 parsed local_elections_bihar
Chandigarh - - - documents, no parser data/chandigarh/ - 4 digital-text, 1 scan
Chhattisgarh - - - not held -
Dadra & Nagar Haveli and Daman & Diu - - - not held -
Goa gp_ward 2012, 2017, 2022 2,948 parsed data/goa/
Gujarat - - - not held -
Haryana gp_head, gp_ward 2016, 2022 135,073 parsed local_elections_haryana
Himachal Pradesh - - - documents, no parser data/himachal/ - 1 scan
Jammu & Kashmir gp_head, gp_ward 2010, 2016, 2018 11,508 parsed data/jk/
Jharkhand block_member, gp_head, gp_ward, zp_member 2015 29,111 parsed data/jharkhand/
Karnataka block_member, gp_head, zp_member 1993, 2000, 2002, 2005, 2007, 2016 30,914 parsed data/karnataka/
Kerala gp_ward, block_member, zp_member, ulb_ward 2010, 2015, 2020 65,296 parsed local_elections_kerala
Ladakh - - - not held -
Lakshadweep - - - not held -
Madhya Pradesh - - - documents, no parser data/madhya_pradesh/ - 2 scan
Maharashtra ulb_ward Mumbai 2007, 2012, 2017 - urban only data/maharashtra/
Manipur - - - not held -
Meghalaya - - - no PRI Sixth Schedule - autonomous district councils, no PRI
Mizoram - - - no PRI Sixth Schedule - village councils, no PRI
Nagaland - - - no PRI Article 371A - village councils, no PRI
NCT of Delhi ulb_ward 2007, 2012, 2017 - urban only data/delhi/
Odisha - - - documents, no parser data/odisha/ - 6 digital-text
Puducherry - - - documents, no parser data/puducherry/ - 1 digital-text, 1 scan
Punjab - - - not held -
Rajasthan gp_head 2005, 2010, 2015, 2020 4 parquet parsed quota_raj
Sikkim - - - not held -
Tamil Nadu - - - documents, no parser data/tamil_nadu/ - 11 digital-text, 1 scan
Telangana gp_head, gp_ward 2019 61,841 parsed data/telangana/
Tripura - - - not held -
Uttar Pradesh gp_head 2005, 2010, 2015, 2021 4 parquet parsed local_elections_up
Uttarakhand gp_head, block_member, zp_member 2008, 2014, 2019 116,514 parsed local_elections_uttarakhand
West Bengal zp_member 2018 825 parsed data/wb/

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Data on Indian local elections, including reservation status

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