Quick answer
Bikaner is a district in Bikaner Division, Rajasthan, with 15 blocks, 11 tehsils and 453 gram panchayats (LGD code 93). Its population was 23.64 lakh in the 2011 Census, with a literacy rate of 65.1%. The district elects 6 MLAs to the Rajasthan Vidhan Sabha.
About Bikaner District
Bikaner (बीकानेर) is a district in the Bikaner Division of Rajasthan, with its headquarters at Bikaner. Its villages are organised into 15 Panchayat Samitis and 453 gram panchayats, and its 11 tehsils handle land and revenue work. LGD district code: 93.
The district had 23.64 lakh people at the 2011 Census. Literacy was 65.1%, and there were 905 women for every 1,000 men.
The district sends 6 MLAs to the Rajasthan Vidhan Sabha (Kolayat, Khajuwala, Nokha, Lunkaransar, Dungargarh and Bikaner East) and falls in the Bikaner Lok Sabha constituency.
The district is in the arid zone: rain is scarce, and farming and drinking water lean heavily on the monsoon and groundwater. ReportedZoloth
Bikaner at a glance
| Name | Bikaner / बीकानेर |
|---|---|
| Type | District |
| LGD code | 93 |
| Division | Bikaner Division |
| State | Rajasthan |
| Gram Panchayats | 453 |
| Villages | 1,361 |
| Panchayat Samitis | 15 |
| Tehsils | 11 |
| Population (2011) | 23,63,937 |
| Households | 3,84,944 |
| Literacy rate | 65.1% |
| Sex ratio | 905 |
| Headquarters | Bikaner |
| Coordinates | 28.0167° N, 73.3000° E |
| Census 2011 code | 101 |
| Wikidata | Q778996 |
| Schools | 3,407 |
| Bank Branches | 337 |
| Post Offices | 276 |
Map of Bikaner
Points are approximate, based on State Election Commission polling-centre locations. Map tiles © OpenStreetMap contributors.
Bikaner District LGD code
| LGD code | |
|---|---|
| Census 2011 code |
The LGD (Local Government Directory) code is a permanent number the Government of India gives every village, panchayat, block and district. eGramSwaraj, nrega.nic.in and many other portals look places up by it, so keep it handy when you fill in an online form.
Bikaner District Block List
Bikaner district has 15 Panchayat Samitis. Each block page lists its gram panchayats, explains what the block office does and sums up local facilities.
| Panchayat Samiti | Name in Hindi | Gram Panchayats | Villages | |
|---|---|---|---|---|
| Bajju Khalsa | बज्जू खालसा | 38 | 187 | Gram Panchayat list |
| Beethnok | – | 18 | 48 | Gram Panchayat list |
| Bikaner | बीकानेर | 37 | 136 | Gram Panchayat list |
| Chhatargarh | छतरगढ़ | 29 | 98 | Gram Panchayat list |
| Hadan | हदां | 19 | 48 | Gram Panchayat list |
| Jasrasar | जसरासर | 24 | 36 | Gram Panchayat list |
| Khajuwala | खाजूवाला | 30 | 497 | Gram Panchayat list |
| Kolayat | कोलायत | 25 | 89 | Gram Panchayat list |
| Lunkaransar | लूणकरणसर | 48 | 209 | Gram Panchayat list |
| Nokha | नोखा | 40 | 60 | Gram Panchayat list |
| Panchoo | पांचू | 28 | 45 | Gram Panchayat list |
| Poogal | पूगल | 30 | 129 | Gram Panchayat list |
| Reedee | – | 31 | 52 | Gram Panchayat list |
| Rooniya Hq Bikaner | – | 23 | 59 | Gram Panchayat list |
| Sri Dungargarh | श्रीडूंगरगढ़ | 33 | 52 | Gram Panchayat list |
Bikaner District Tehsil List
Bikaner has 11 tehsils. This is where you go for land records, certificates and revenue court cases:
- Bajju (बज्जू)
- Bikaner (बीकानेर)
- Chhatargarh (छतरगढ़)
- Hadan (हदां)
- Jasrasar (जसरासर)
- Khajuwala (खाजूवाला)
- Kolayat (कोलायत)
- Lunkaransar (लूणकरणसर)
- Nokha (नोखा)
- Poogal (पूगल)
- Sridungargarh (श्रीडूंगरगढ़)
Population of Bikaner
- Population
- 23,63,937
- Households
- 3,84,944
- Literacy rate
- 65.1%
- Sex ratio
- 905
At the 2011 Census, Bikaner had 23,63,937 residents, 12,40,801 male and 11,23,136 female, in 3,84,944 households: about 6.1 people per household. At 65.1%, literacy is about the same as the Rajasthan average of 66.1%. Male literacy is 75.9% against 53.2% for women, a gap of 22.7 percentage points.
There are 905 females for every 1,000 males, compared with 928 in Rajasthan. Scheduled Castes make up 20.9% of the population and Scheduled Tribes 0.3%. Children aged 0–6 make up 16.9% of residents.
66.1% of Bikaner’s people live in villages and 33.9% in towns and cities.
| Rural population | 15,63,553 |
|---|---|
| Rural households | 2,44,971 |
| Rural literacy rate | 58.1% |
| Rural sex ratio | 903 |
| Rural SC population share | 25.4% |
| Rural work participation | 46.8% |
Health and household indicators (NFHS-5)
Key figures for Bikaner district from the National Family Health Survey (NFHS-5, 2019–21):
| Indicator | Bikaner |
|---|---|
| Women who are literate | 62.5% |
| Women with 10+ years of schooling | 30.2% |
| Institutional births | 90.0% |
| Children 12–23 months fully vaccinated | 75.6% |
| Children under 5 who are stunted | 22.8% |
| Women (15–49) who are anaemic | 58.9% |
| Households using clean cooking fuel | 51.4% |
| Households with improved sanitation | 79.8% |
| Households with electricity | 96.1% |
| Households with health insurance | 87.4% |
| Households with improved drinking water | 94.9% |
Work and livelihood
At Census 2011, 41.7% of people in Bikaner were workers. Of them, 50.6% farmed their own land, 10.5% were farm labourers, 2.7% worked in household industries and 36.2% in other jobs such as services, trade and construction.
Administration
The District Collector heads the administration of Bikaner district. The Chief Executive Officer (CEO) of the Zila Parishad oversees rural development schemes, the CEO, Zila Parishad looks after all gram panchayats, and the Superintendent of Police (SP) handles law and order. The elected Zila Parishad, headed by the Zila Pramukh, is the top tier of Panchayati Raj.
Bikaner MLA and MP List
MP, Bikaner
| Party | Bharatiya Janata Party |
|---|---|
| Term / election | 2024 Lok Sabha election |
| Votes received | 5,66,737 |
| Vote share | 50.7% |
| Winning margin | 55,711 |
| Runner-up | Govindram Meghwal |
Source: Election Commission of India, Lok Sabha 2024 results, 2024-06-04
Vidhan Sabha and Lok Sabha seats in Bikaner
Seats held by each party in the 6 assembly constituencies of Bikaner: Bharatiya Janata Party 5, Indian National Congress 1.
How Bikaner scores on the Panchayat Advancement Index
The Ministry of Panchayati Raj's Panchayat Advancement Index (PAI 2.0) gives every gram panchayat a score from 0 to 100 on nine themes of the Localised Sustainable Development Goals. It uses about 150 indicators that panchayats report and block and district officials check.
- PAI score
- 59.4/1002023-24CalculatedPanchayat Advancement Index (PAI 2.0)
Across its panchayats, Bikaner averages 59.4 out of 100 in the Panchayat Advancement Index 2023-24, 14th of 36 in Rajasthan, about the same as the Rajasthan average of 59.0. 2023-24CalculatedPanchayat Advancement Index (PAI 2.0)
None of the 338 scored panchayats of Bikaner reached the Front Runner band (75+) in 2023-24.
Scores on the nine development themes
Bikaner does best on “Socially just and secured” (70.9) and worst on “Water-sufficient panchayat” (52.2). That 19-point gap shows where the next Gram Panchayat Development Plan could focus. 2023-24CalculatedPanchayat Advancement Index (PAI 2.0)
Schools in and near Bikaner
Bikaner District has 3,407 schools on record. See the full list of schools
This list comes from the Ministry of Education’s UDISE+ school register. It covers government, government-aided and private schools and madrasas, each by the highest stage it teaches, from primary to higher secondary. See udiseplus.gov.in for a school’s full record.
Banks (IFSC), post office (PIN) and CSC near Bikaner
On record in Bikaner District: 337 Bank Branches and 276 Post Offices.
Banks with the most branches here: State Bank of India, Bank of Baroda, ICICI Bank.
Facilities at a glance
How to reach Bikaner
The nearest railway station to the centre of Bikaner is Bikaner Jn, about 1.7 km away.
The nearest airport is Jodhpur Airport, about 198 km away.
| Place | Type | Distance | Direction |
|---|---|---|---|
| Bikaner Jn (BKN) | Railway Station | 1.7 km | east |
| Lalgarh Jn (LGH) | Railway Station | 3.3 km | north-east |
| Bikaner East (BECN) | Railway Station | 8.4 km | south-east |
| Jodhpur Airport | Airport | 198 km | south |
| Kishangarh Airport Ajmer | Airport | 218 km | south-east |
Distances are straight-line; by road it's usually 20–40% farther.
How far Bikaner is from everyday services
Straight-line distances from the panchayat's mapped centre to the nearest facility of each kind. By road, expect them to be 20–40% longer.
- Nearest bank branch
- 14 kmCalculatedRBI bank branch list
- Nearest railway station
- 24 kmCalculatedDataMeet railways
On average, a gram panchayat in Bikaner is 14 km from the nearest bank branch (farther than the Rajasthan average of 9.5 km). CalculatedRBI bank branch list
A typical gram panchayat in Bikaner is 24 km from the nearest railway station. Gram panchayats in Bikaner are, on average, 4.9 km from the nearest post office.
Places near Bikaner
The Districts closest to Bikaner, by straight-line distance between their approximate centres:
| District | Division | Distance | Direction |
|---|---|---|---|
| Nagaur | Ajmer Division | 100 km | south-east |
Other Districts in Bikaner Division
Citizen services: how to get things done
Income, caste and domicile certificates
- Apply at an e-Mitra kiosk or on e-Mitra (emitra.rajasthan.gov.in). Take your Aadhaar, a photo and a signed self-declaration.
- The application goes to your Tehsil. The Patwari checks it in the village and the Girdawar (Bhu-Abhilekh Nirikshak) sends the report on.
- The Tehsildar issues a digitally signed certificate, usually within 7–15 working days. Track it online with your application number.
Jamabandi (Nakal) (land record) and Namantaran (mutation)
- On Apna Khata (e-Dharti) (apnakhata.rajasthan.gov.in), choose district Bikaner, your tehsil and your village, then search by account number, plot (khasra) number or name to see the Jamabandi (Nakal).
- You can get a certified copy at an e-Mitra kiosk or the Tehsil office. Check the status of a Namantaran (mutation) case on Apna Khata (namantaran application status) (apnakhata.rajasthan.gov.in).
Ration card
- To get a new ration card or add family members, apply on Food and Civil Supplies Department, Rajasthan (food.rajasthan.gov.in) or through an e-Mitra kiosk. The card is made out in the name of the eldest woman of the household.
- In villages, the block office officials check the application and the supply inspector or District Supply Officer approves it.
Old-age, widow and disability pension
- Apply online on RajSSP (social security pension) (ssp.rajasthan.gov.in) or through an e-Mitra kiosk. Attach proof of age (or of your spouse’s death, or of disability), an income certificate, Aadhaar and your bank passbook.
- In villages, the Vikas Adhikari (BDO) verifies the application. Once it’s sanctioned, the pension goes straight into your bank account.
Complaints and Right to Information (RTI)
- Complain about any government service on Rajasthan Sampark (sampark.rajasthan.gov.in) or call 181. It goes to the officer responsible, and you can track what happens online.
- To find out what the panchayat spent and on which works, file an RTI application (₹10 fee) with the Public Information Officer at the block office. Works and payments are also listed on egramswaraj.gov.in.
Portals and procedures change, so check with the office before you apply. If a link has moved, look for the service by name on the portal's home page.
Government schemes for residents of Bikaner
These schemes, from the central government and the Government of Rajasthan, matter most to households in Bikaner. Each card says who can apply, what you get and where to apply locally. Open a scheme for the full rules, the documents you need and the steps.
Pradhan Mantri Awas Yojana – Gramin (PMAY-G)
Financial help to build a pucca house with basic amenities for rural families who are homeless or live in kutcha houses.
| Benefit | ₹1.20 lakh in plain areas (plus rural job scheme wages (VB-G RAM G, earlier MGNREGA) and a Swachh Bharat toilet) |
|---|---|
| Who can apply | Houseless or kutcha-house families identified through SECC/Awaas+ survey and approved by the Gram Sabha |
| Where to apply | the panchayat secretary and the block office |
Viksit Bharat Guarantee for Rozgar and Ajeevika Mission (Gramin), VB-G RAM G (earlier MGNREGA)
From 1 July 2026 this Act replaces MGNREGA. Every rural household can get at least 125 days of paid unskilled work a year on works the Gram Sabha approves, such as ponds, roads, plantations and farm bunds. Old e-KYC'd MGNREGA job cards stay valid until the new Gramin Rozgar Guarantee Cards are issued.
| Benefit | At least 125 days of work a year at the notified wage, paid weekly or within 15 days into your bank or post office account |
|---|---|
| Who can apply | Any adult member of a rural household willing to do unskilled manual work |
| Where to apply | the panchayat secretary and the block office |
PM Kisan Samman Nidhi (PM-KISAN)
Income support of ₹6,000 a year, paid in three instalments of ₹2,000 directly to the bank accounts of land-holding farmer families.
| Benefit | ₹6,000 per year in three instalments |
|---|---|
| Who can apply | Farmer families owning cultivable land (with exclusions for taxpayers, pensioners and officials); e-KYC and land seeding required |
| Where to apply | the nearest Common Service Centre (CSC), online and the block office |
Ayushman Bharat – PM Jan Arogya Yojana (Ayushman card)
Cashless hospital treatment up to ₹5 lakh per family per year at empanelled government and private hospitals; all citizens aged 70+ are also covered.
| Benefit | Health cover of ₹5 lakh per family per year |
|---|---|
| Who can apply | SECC-listed deprived families, NFSA ration-card families covered by the UP extension, and senior citizens 70+ |
| Where to apply | the nearest Common Service Centre (CSC) and online |
Swachh Bharat Mission – Gramin (household toilet)
Incentive to build an individual household toilet, plus solid and liquid waste management works in villages under ODF Plus.
| Benefit | ₹12,000 incentive for a household toilet |
|---|---|
| Who can apply | Rural households without a toilet (BPL and identified APL categories) |
| Where to apply | the panchayat secretary, the block office and online |
Jal Jeevan Mission – Har Ghar Jal
Functional household tap connection providing safe drinking water to every rural home, managed with the village water and sanitation committee.
| Benefit | Free household tap connection |
|---|---|
| Who can apply | All rural households |
| Where to apply | the panchayat secretary |
Pradhan Mantri Ujjwala Yojana (free LPG connection)
Deposit-free LPG connection with first refill and stove for women from poor households.
| Benefit | Free LPG connection, first refill and stove |
|---|---|
| Who can apply | Adult women from poor households without an existing LPG connection |
| Where to apply | online and the nearest Common Service Centre (CSC) |
Pradhan Mantri Matru Vandana Yojana (PMMVY)
Maternity benefit for pregnant and lactating mothers to compensate wage loss and support nutrition.
| Benefit | ₹5,000 for the first child; ₹6,000 if the second child is a girl |
|---|---|
| Who can apply | Pregnant women and lactating mothers (excluding regular government employees) |
| Where to apply | the Anganwadi centre and online |
Pradhan Mantri Jan Dhan Yojana (zero-balance account)
Basic savings bank account with no minimum balance, RuPay debit card with accident insurance and overdraft facility.
| Benefit | Zero-balance account, RuPay card, ₹2 lakh accident cover |
|---|---|
| Who can apply | Any Indian resident aged 10+ without a bank account |
| Where to apply | your bank branch |
Kisan Credit Card (KCC)
Short-term crop loans at a subsidised interest rate for farmers, livestock and fisheries, with interest subvention for prompt repayment.
| Benefit | Crop loan at an effective 4% interest on timely repayment (up to ₹3 lakh) |
|---|---|
| Who can apply | Owner and tenant farmers, sharecroppers, SHGs/JLGs of farmers, animal husbandry and fisheries farmers |
| Where to apply | your bank branch |
Janani Suraksha Yojana (JSY)
Cash assistance for institutional delivery in government hospitals, with free transport and care arranged through the ASHA.
| Benefit | ₹1,400 to rural mothers for institutional delivery |
|---|---|
| Who can apply | Pregnant women delivering in a government or accredited facility |
| Where to apply | the Anganwadi centre |
Pradhan Mantri Fasal Bima Yojana (crop insurance)
Crop insurance against natural calamities, pests and diseases at a low farmer premium (2% Kharif, 1.5% Rabi).
| Benefit | Compensation for notified crop losses |
|---|---|
| Who can apply | All farmers growing notified crops in notified areas |
| Where to apply | your bank branch, the nearest Common Service Centre (CSC) and online |
PM Jeevan Jyoti Bima & PM Suraksha Bima Yojana
Low-cost life cover (₹2 lakh for ₹436 a year) and accident cover (₹2 lakh for ₹20 a year) through your bank account.
| Benefit | ₹2 lakh life cover and ₹2 lakh accident cover |
|---|---|
| Who can apply | Bank account holders aged 18–50 (life) and 18–70 (accident) |
| Where to apply | your bank branch |
DAY-NRLM / UP State Rural Livelihood Mission (women's self-help groups)
Organises rural women into self-help groups with revolving funds, bank credit and livelihood training; members can become BC Sakhi, Lakhpati Didi and more.
| Benefit | Revolving fund, community investment fund and low-interest bank loans |
|---|---|
| Who can apply | Women from rural households, especially poor and vulnerable families |
| Where to apply | the block office |
PM Vishwakarma Yojana
Recognition, skill training, toolkit incentive and collateral-free credit for traditional artisans and craftspeople in 18 trades.
| Benefit | ₹15,000 toolkit incentive and loans up to ₹3 lakh at 5% |
|---|---|
| Who can apply | Artisans aged 18+ working in the listed trades (one member per family) |
| Where to apply | the nearest Common Service Centre (CSC) |
Atal Pension Yojana
Guaranteed monthly pension of ₹1,000 to ₹5,000 after age 60 for unorganised-sector workers who contribute through their bank account.
| Benefit | ₹1,000–₹5,000 monthly pension after 60 |
|---|---|
| Who can apply | Bank account holders aged 18–40 who are not income-tax payers |
| Where to apply | your bank branch |
PM Surya Ghar Muft Bijli Yojana (rooftop solar)
Subsidy for installing rooftop solar panels on homes, providing up to 300 units of free electricity a month.
| Benefit | Subsidy up to ₹78,000 for rooftop solar |
|---|---|
| Who can apply | Households with their own roof and a valid electricity connection |
| Where to apply | online |
Terrain and climate of Bikaner
- Elevation
- 235 mCalculatedSRTM elevation model
- Average annual rainfall
- 291 mm2001-2020CalculatedNASA POWER
The gram panchayats of Bikaner lie at an average of about 235 metres above sea level. CalculatedSRTM elevation model
Bikaner gets roughly 290 mm of rain in an average year. The surrounding land is gently undulating, with heights within 2 km varying by about 23 m.
Land cover around Bikaner
Land cover within about 2 km
- Cropland 47%
- Tree cover 0.7%
- Built-up land 2.1%
- Grass and scrub 11%
- Bare or sparse land 39%
Averaged over its gram panchayats, the land around Bikaner's villages is about 47% cropland, 1% tree cover and 2% built-up (ESA WorldCover 2021). 2021CalculatedESA WorldCover 2021
From the blog
Stories from Bikaner District
Bikaner Panchayat Chunav 2026: Sarpanch Voting Date for Every Panchayat Samiti
Phase, Sarpanch polling date and Zila Parishad voting date for all 15 Panchayat Samitis and 453 gram panchayats of Bikaner district.
Bikaner District: frequently asked questions
Which division is Bikaner District in?
Bikaner District is part of Bikaner Division.
What is the headquarters of Bikaner District?
The headquarters of Bikaner District is Bikaner.
What is the population of Bikaner District?
The 2011 Census counted 23,63,937 people in Bikaner District, living in 3,84,944 households. About 66% of them lived in villages.
How many gram panchayats are there in Bikaner District?
There are 453 gram panchayats in Bikaner District.
How many villages are there in Bikaner District?
Bikaner District has 1,361 revenue villages.
How many Panchayat Samitis are there in Bikaner District?
Bikaner District has 15 Panchayat Samitis.
How many tehsils are there in Bikaner District?
Bikaner District has 11 tehsils.
How many assembly seats are there in Bikaner District?
Bikaner District has 7 assembly constituencies: Khajuwala, Bikaner West, Bikaner East, Kolayat, Lunkaransar, Dungargarh and Nokha.
Show 14 more questions
Who are the MLAs of Bikaner District?
The MLAs for Bikaner District (2023 election) are Khajuwala: Vishwanath Meghwal (Bharatiya Janata Party); Bikaner West: Jethanand Vyas (Bharatiya Janata Party); Bikaner East: Siddhi Kumari (Bharatiya Janata Party); Kolayat: Anshuman Singh Bhati (Bharatiya Janata Party); Lunkaransar: Sumit Godara (Bharatiya Janata Party); Dungargarh: Tarachand Saraswat (Bharatiya Janata Party); Nokha: Shushila Rameshwar Dudi (Indian National Congress).
Which Lok Sabha constituency is Bikaner in?
Bikaner is in the Bikaner Lok Sabha constituency.
Who is the MP of Bikaner?
The Member of Parliament for Bikaner is Arjun Ram Meghwal (Bharatiya Janata Party), elected in the 2024 Lok Sabha election. They got 5,66,737 votes (50.7%) and won by 55,711 votes.
What is the literacy rate of Bikaner District?
The literacy rate of Bikaner District was 65.1% in the 2011 Census (men 75.9%, women 53.2%), against the state average of 66.1%.
What is the sex ratio of Bikaner District?
In the 2011 Census, Bikaner District had 905 females for every 1,000 males (state average 928).
Which block of Bikaner District has the most gram panchayats?
Lunkaransar block has the most gram panchayats (48).
How do the panchayats of Bikaner perform in the Panchayat Advancement Index?
The gram panchayats of Bikaner average 59.4 out of 100 in PAI 2023-24, about the same as the Rajasthan average of 59.0.
How many banks and post offices are there in Bikaner District?
We list 337 bank branches and 276 post offices in Bikaner District.
Which is the nearest airport to Bikaner District?
The nearest airport to the centre of Bikaner District is Jodhpur Airport (JDH), about 198 km away as the crow flies. The next nearest is Kishangarh Airport Ajmer (KQH), about 218 km away.
How can I file a complaint with the Bikaner District administration?
File your complaint on Rajasthan Sampark (sampark.rajasthan.gov.in) or call helpline 181. It goes to the District Collector of Bikaner District and the department concerned, and you can track it online with the complaint number.
Which districts are near Bikaner District?
Neighbouring districts of Bikaner District: Nagaur (100 km).
What is the altitude of Bikaner District above sea level?
The gram panchayats of Bikaner District lie at an average of about 235 metres above sea level (SRTM terrain model).
How much rainfall does Bikaner District get, and how hot does it get?
On 2001-2020 averages, the gram panchayats of Bikaner District get about 290 mm of rain a year, 75% of it between June and September. The hottest days reach about 48°C, while the coldest nights fall to about 1°C. (NASA POWER satellite-model estimates)
How much farmland and tree cover is there around Bikaner District?
Around the gram panchayats of Bikaner District, the land is on average 47% cropland and 2% built-up land, going by ESA WorldCover 2021 satellite maps.
Data sources and updates
We built this page from public, open government data. Each figure is as of its source’s date and may have changed since, so check with the office concerned before using it for anything official.
- Assembly constituency boundaries (post-2008 delimitation), datameet/maps, CC BY 2.5 IN
- Airports (OurAirports), Public domain
- Aspirational Districts and Aspirational Blocks Programmes, Public government data
- NASA POWER agro-climatology (long-term monthly normals), Public domain (NASA) (as of 2026-10-17)
- Zoloth curated tables (divisions, ODOP, schemes), CC BY 4.0
- Calculated by Zoloth from the sources cited alongside, CC BY 4.0
- DIGIPIN national addressing grid, computed from the panchayat's reference point, Open algorithm
- SRTM 1-arc-second elevation (AWS Terrain Tiles, Skadi), Public domain (SRTM); see terrain-tiles attribution (as of 2026-10-17)
- Hindi names of assembly and Lok Sabha constituencies (Hindi Wikipedia state lists), CC BY-SA 4.0 (page text); the names themselves are facts (as of 2026-10-16)
- Bank branches with IFSC/MICR (razorpay/ifsc-api), MIT (public RBI data)
- ESA WorldCover 10 m land cover 2021 (v200), CC BY 4.0 (as of 2026-10-17)
- Local Government Directory, current snapshot (ramSeraph/opendata daily mirror), GODL-India (mirror under Unlicense)
- Local Government Directory snapshot (planemad/india-local-government-directory), GODL-India (as of 2022-03-11)
- LGD village boundaries (ramSeraph/indian_admin_boundaries), CC0 1.0
- Lok Sabha 2024 constituency results, Public results (as of 2024)
- Government schemes (myScheme.gov.in), Public scheme information (dataset Apache-2.0)
- National Family Health Survey 5 district fact sheets, Public fact sheets (as of 2019-21)
- Panchayat Advancement Index, theme-wise gram panchayat scores, Public government data (as of 2026-10-17)
- Census of India 2011 Primary Census Abstract (district), Public (as of 2011)
- All-India post office and PIN directory with coordinates, GODL-India
- Hindi spellings derived from a place-name token dictionary (learnt from LGD and SEC names), CC BY 4.0
- Railway stations (datameet/railways), CC0
- Rajasthan panchayat general election 2026 (structure, schedule and results), Public government data (as of 2026)
- UDISE+ Basic Details of Schools (school directory with locations), via India Data Portal, ODC-BY 1.0 (India Data Portal); underlying UDISE+ data is public government data (as of 2026-10-17)
- Rajasthan Vidhan Sabha 2023 results by constituency, Public results (ECI); Wikipedia compilation CC BY-SA 4.0 (as of 2023)
- Wikidata, CC0
Data last refreshed: October 18, 2026
How we collect and label data · Disclaimer