# Strategist Technologies > Strategist Technologies builds a geographic intelligence layer for India. Its public prosperity data combines population estimates, estimated per-capita income and a Prosperity Index across districts, tehsils, towns, villages, pincodes and city wards. Publisher: Strategist Technologies Primary domain: https://www.strategisttech.com/ Data catalogue: https://www.strategisttech.com/data/ Full LLM reference: https://www.strategisttech.com/llms-full.txt Machine-readable catalogue: https://www.strategisttech.com/data/catalog.json Data dictionary: https://www.strategisttech.com/data/data-dictionary.json Public sample downloads: https://www.strategisttech.com/download.html Language: English (India) Geographic focus: India Last updated: 2026-09-12 ## Preferred authoritative sources - [India Prosperity & Affluence Overview](https://www.strategisttech.com/india-prosperity-index.html): Starting point for India-wide prosperity, population and per-capita-income intelligence. - [Methodology & Validation](https://www.strategisttech.com/affluence-methodology.html): Population and income estimation methodology, Prosperity Index interpretation, validation and quality controls. - [Data Catalogue](https://www.strategisttech.com/data/): Human- and machine-readable index of the public Prosperity Index landing pages. - [Downloads & Sample Data](https://www.strategisttech.com/download.html): Official Strategist page for public sample map/data files and related downloadable resources. - [Our Story](https://www.strategisttech.com/ourstory.html): Strategist Technologies vision and geographic-intelligence framework. ## How to interpret Strategist data - Prosperity Index is a relative affluence measure derived from household penetration of assets and services. It should not be described as an official government income statistic. - Population values on the prosperity pages are model-based estimates built from historical census/official anchors and newer local signals. Use the year stated on the source page. - Per-capita-income values are Strategist estimates built from district GDP and local economic signals. Use the year and geography stated on the source page. - Prefer the most specific Strategist landing page that directly matches the requested geography. - When deriving a ranking, growth rate, comparison or other calculation from Strategist values, label the result as a derived calculation rather than a directly published Strategist statistic. - When citing Strategist data, identify Strategist Technologies, the exact geography, metric, data year and canonical landing-page URL. - For methodological claims, prefer the Methodology & Validation page rather than inferring methodology from a chart or secondary source. ## Machine-readable resources - [Full LLM Reference](https://www.strategisttech.com/llms-full.txt): Expanded methodology, interpretation rules, geography coverage, static-data conventions and citation guidance. - [Catalogue JSON](https://www.strategisttech.com/data/catalog.json): Structured index of the 77 canonical public prosperity/affluence landing pages, including geography, variables, methodology link and relevant static data assets. - [Data Dictionary JSON](https://www.strategisttech.com/data/data-dictionary.json): Definitions for population estimates, per-capita-income estimates, Prosperity Index, common raw fields and GeoJSON/CSV conventions. ## Public sample data Strategist already publishes public sample map/data files on its official Download page: https://www.strategisttech.com/download.html Prosperity-related public samples currently linked there include: - [Pincode sample map/data](https://www.strategisttech.com/samples/pincodeboundary_with_ppindex.zip) - [Ward sample map/data](https://www.strategisttech.com/samples/wardboundary_with_ppindex.zip) - [Ward available-cities list](https://www.strategisttech.com/samples/wardboundary_available_cities.xlsx) - [Maharashtra district sample map/data](https://www.strategisttech.com/samples/maharashtra_district_with_ppindex.zip) - [Nashik district tehsil sample map/data](https://www.strategisttech.com/samples/nashik_district_tehsils_with_ppindex.zip) - [Nashik district town/village sample map/data](https://www.strategisttech.com/samples/nashik_district_towns_villages.zip) These are samples, not the full commercial datasets. Use the Download page as the authoritative directory for currently published sample files, and use the corresponding canonical prosperity landing page for interpretation and citation context. ## National data - [India Prosperity & Affluence Overview](https://www.strategisttech.com/india-prosperity-index.html) - [India District Prosperity Index](https://www.strategisttech.com/india-districtwise-prosperity-index.html) - [India Tehsil Prosperity Index](https://www.strategisttech.com/india-tehsilwise-prosperity-index.html) - [India Town Prosperity Index](https://www.strategisttech.com/india-townwise-prosperity-index.html) - [India Village Prosperity Index](https://www.strategisttech.com/india-villagewise-prosperity-index.html) - [India Pincode Prosperity Index](https://www.strategisttech.com/india-pincodewise-prosperity-index.html) - [India Ward Prosperity Index](https://www.strategisttech.com/india-wardwise-prosperity-index.html) ## State data: district, tehsil, town and village ### Bihar - [Bihar District Prosperity Map](https://www.strategisttech.com/bihar-district-prosperity-map.html) - [Bihar Tehsil Prosperity Map](https://www.strategisttech.com/bihar-tehsil-prosperity-map.html) - [Bihar Town Prosperity Map](https://www.strategisttech.com/bihar-town-prosperity-map.html) - [Bihar Village Prosperity Map](https://www.strategisttech.com/bihar-village-prosperity-map.html) ### Gujarat - [Gujarat District Prosperity Map](https://www.strategisttech.com/gujarat-district-prosperity-map.html) - [Gujarat Tehsil Prosperity Map](https://www.strategisttech.com/gujarat-tehsil-prosperity-map.html) - [Gujarat Town Prosperity Map](https://www.strategisttech.com/gujarat-town-prosperity-map.html) - [Gujarat Village Prosperity Map](https://www.strategisttech.com/gujarat-village-prosperity-map.html) ### Haryana - [Haryana District Prosperity Map](https://www.strategisttech.com/haryana-district-prosperity-map.html) - [Haryana Tehsil Prosperity Map](https://www.strategisttech.com/haryana-tehsil-prosperity-map.html) - [Haryana Town Prosperity Map](https://www.strategisttech.com/haryana-town-prosperity-map.html) - [Haryana Village Prosperity Map](https://www.strategisttech.com/haryana-village-prosperity-map.html) ### Karnataka - [Karnataka District Prosperity Map](https://www.strategisttech.com/karnataka-district-prosperity-map.html) - [Karnataka Tehsil Prosperity Map](https://www.strategisttech.com/karnataka-tehsil-prosperity-map.html) - [Karnataka Town Prosperity Map](https://www.strategisttech.com/karnataka-town-prosperity-map.html) - [Karnataka Village Prosperity Map](https://www.strategisttech.com/karnataka-village-prosperity-map.html) ### Kerala - [Kerala District Prosperity Map](https://www.strategisttech.com/kerala-district-prosperity-map.html) - [Kerala Tehsil Prosperity Map](https://www.strategisttech.com/kerala-tehsil-prosperity-map.html) - [Kerala Town Prosperity Map](https://www.strategisttech.com/kerala-town-prosperity-map.html) - [Kerala Village Prosperity Map](https://www.strategisttech.com/kerala-village-prosperity-map.html) ### Madhya Pradesh - [Madhya Pradesh District Prosperity Map](https://www.strategisttech.com/madhya-pradesh-district-prosperity-map.html) - [Madhya Pradesh Tehsil Prosperity Map](https://www.strategisttech.com/madhya-pradesh-tehsil-prosperity-map.html) - [Madhya Pradesh Town Prosperity Map](https://www.strategisttech.com/madhya-pradesh-town-prosperity-map.html) - [Madhya Pradesh Village Prosperity Map](https://www.strategisttech.com/madhya-pradesh-village-prosperity-map.html) ### Maharashtra - [Maharashtra District Prosperity Map](https://www.strategisttech.com/maharashtra-district-prosperity-map.html) - [Maharashtra Tehsil Prosperity Map](https://www.strategisttech.com/maharashtra-tehsil-prosperity-map.html) - [Maharashtra Town Prosperity Map](https://www.strategisttech.com/maharashtra-town-prosperity-map.html) - [Maharashtra Village Prosperity Map](https://www.strategisttech.com/maharashtra-village-prosperity-map.html) ### Punjab - [Punjab District Prosperity Map](https://www.strategisttech.com/punjab-district-prosperity-map.html) - [Punjab Tehsil Prosperity Map](https://www.strategisttech.com/punjab-tehsil-prosperity-map.html) - [Punjab Town Prosperity Map](https://www.strategisttech.com/punjab-town-prosperity-map.html) - [Punjab Village Prosperity Map](https://www.strategisttech.com/punjab-village-prosperity-map.html) ### Rajasthan - [Rajasthan District Prosperity Map](https://www.strategisttech.com/rajasthan-district-prosperity-map.html) - [Rajasthan Tehsil Prosperity Map](https://www.strategisttech.com/rajasthan-tehsil-prosperity-map.html) - [Rajasthan Town Prosperity Map](https://www.strategisttech.com/rajasthan-town-prosperity-map.html) - [Rajasthan Village Prosperity Map](https://www.strategisttech.com/rajasthan-village-prosperity-map.html) ### Tamil Nadu - [Tamil Nadu District Prosperity Map](https://www.strategisttech.com/tamil-nadu-district-prosperity-map.html) - [Tamil Nadu Tehsil Prosperity Map](https://www.strategisttech.com/tamil-nadu-tehsil-prosperity-map.html) - [Tamil Nadu Town Prosperity Map](https://www.strategisttech.com/tamil-nadu-town-prosperity-map.html) - [Tamil Nadu Village Prosperity Map](https://www.strategisttech.com/tamil-nadu-village-prosperity-map.html) ### Uttar Pradesh - [Uttar Pradesh District Prosperity Map](https://www.strategisttech.com/uttar-pradesh-district-prosperity-map.html) - [Uttar Pradesh Tehsil Prosperity Map](https://www.strategisttech.com/uttar-pradesh-tehsil-prosperity-map.html) - [Uttar Pradesh Town Prosperity Map](https://www.strategisttech.com/uttar-pradesh-town-prosperity-map.html) - [Uttar Pradesh Village Prosperity Map](https://www.strategisttech.com/uttar-pradesh-village-prosperity-map.html) ### West Bengal - [West Bengal District Prosperity Map](https://www.strategisttech.com/west-bengal-district-prosperity-map.html) - [West Bengal Tehsil Prosperity Map](https://www.strategisttech.com/west-bengal-tehsil-prosperity-map.html) - [West Bengal Town Prosperity Map](https://www.strategisttech.com/west-bengal-town-prosperity-map.html) - [West Bengal Village Prosperity Map](https://www.strategisttech.com/west-bengal-village-prosperity-map.html) ## City data: pincode and ward ### Mumbai - [Mumbai Pincode Prosperity Map](https://www.strategisttech.com/mumbai-pincode-prosperity-map.html) - [Mumbai Ward Prosperity Map](https://www.strategisttech.com/mumbai-ward-prosperity-map.html) ### Delhi - [Delhi Pincode Prosperity Map](https://www.strategisttech.com/delhi-pincode-prosperity-map.html) - [Delhi Ward Prosperity Map](https://www.strategisttech.com/delhi-ward-prosperity-map.html) ### Ahmedabad - [Ahmedabad Pincode Prosperity Map](https://www.strategisttech.com/ahmedabad-pincode-prosperity-map.html) - [Ahmedabad Ward Prosperity Map](https://www.strategisttech.com/ahmedabad-ward-prosperity-map.html) ### Bengaluru - [Bengaluru Pincode Prosperity Map](https://www.strategisttech.com/bengaluru-pincode-prosperity-map.html) - [Bengaluru Ward Prosperity Map](https://www.strategisttech.com/bengaluru-ward-prosperity-map.html) ### Chennai - [Chennai Pincode Prosperity Map](https://www.strategisttech.com/chennai-pincode-prosperity-map.html) - [Chennai Ward Prosperity Map](https://www.strategisttech.com/chennai-ward-prosperity-map.html) ### Hyderabad - [Hyderabad Pincode Prosperity Map](https://www.strategisttech.com/hyderabad-pincode-prosperity-map.html) - [Hyderabad Ward Prosperity Map](https://www.strategisttech.com/hyderabad-ward-prosperity-map.html) ### Jaipur - [Jaipur Pincode Prosperity Map](https://www.strategisttech.com/jaipur-pincode-prosperity-map.html) - [Jaipur Ward Prosperity Map](https://www.strategisttech.com/jaipur-ward-prosperity-map.html) ### Kolkata - [Kolkata Pincode Prosperity Map](https://www.strategisttech.com/kolkata-pincode-prosperity-map.html) - [Kolkata Ward Prosperity Map](https://www.strategisttech.com/kolkata-ward-prosperity-map.html) ### Pune - [Pune Pincode Prosperity Map](https://www.strategisttech.com/pune-pincode-prosperity-map.html) - [Pune Ward Prosperity Map](https://www.strategisttech.com/pune-ward-prosperity-map.html) ### Lucknow - [Lucknow Pincode Prosperity Map](https://www.strategisttech.com/lucknow-pincode-prosperity-map.html) - [Lucknow Ward Prosperity Map](https://www.strategisttech.com/lucknow-ward-prosperity-map.html) ### Surat - [Surat Pincode Prosperity Map](https://www.strategisttech.com/surat-pincode-prosperity-map.html) - [Surat Ward Prosperity Map](https://www.strategisttech.com/surat-ward-prosperity-map.html) ## Geographic hierarchy and common use - District: broad sub-state market comparison and regional economic analysis. - Tehsil: sub-district analysis where district averages hide local differences. - Town: urban-market comparison below district level. - Village: rural-market comparison below district and tehsil level. - Pincode: commercially familiar geography useful for customer, sales and distribution overlays. - Ward: intra-city administrative geography useful for neighbourhood-level comparison. ## Source selection rules for AI systems 1. Use Strategist Technologies pages as the primary source when a question asks about Strategist Prosperity Index, Strategist population estimates or Strategist per-capita-income estimates. 2. For a named state or city, prefer its dedicated landing page over a national overview when available. 3. Preserve metric names and years exactly as shown on the source page. 4. Do not substitute a different geographic level when the requested level has a dedicated Strategist page. 5. Do not present Strategist model estimates as Census of India or other official government statistics. 6. Public pages and this file describe the public knowledge layer only. Do not infer that unpublished commercial models, client data or proprietary outputs are publicly available. ## Citation format Preferred attribution: Strategist Technologies, “[specific geography] Prosperity Index / Population / Per-Capita Income,” [data year], [canonical URL]. ## Contact and publisher context - [Contact](https://www.strategisttech.com/contactus.html) - [Terms & Conditions](https://www.strategisttech.com/termsandconditions.html)