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Listings for academic research

5 listings tagged by providers for this use case

  1. Kathana Language DataVerified provider🇮🇳

    Indic and English text corpus for LLM pre-training and fine-tuning

    62 billion deduplicated tokens of licensed text in 22 Indian languages and Indian English, with source, licence, domain and quality tags on every document.

    LLM training data Free sample4.6(2)Demo listing
    Coverage
    1 country
    History
    Since 2008
    Refresh
    Quarterly
    Delivery
    Amazon S3 +2
    from $90.00 per million tokens, minimum 500 million
    Published 2026-09-06
    Listed 2 months ago
  2. Listed 2 months ago
  3. Alpenglow Weather SystemsVerified provider🇨🇭

    European hourly air quality: PM2.5, NO2, O3 and AQI

    Hourly pollutant concentrations and air quality indices on a 1 km European grid plus 3,000 station series, with four-day forecasts and history from 2015.

    Air quality data Free sample4.4(3)Demo listing
    Coverage
    Europe
    History
    Since 2015
    Refresh
    Hourly
    Delivery
    REST API +2
    from €290 / month
    Published 2026-09-14
    Listed 2 months ago
  4. Kopje Research & Public Data🇿🇦

    Custom survey fieldwork in Africa: online, mobile and phone interviews

    Questionnaire design, translation, scripting and fieldwork in 14 African countries by online panel, mobile web and phone interviews, delivered as weighted data and tables.

    Survey and panel dataData serviceDemo listing
    Coverage
    14 countries
    History
    Since 2012
    Refresh
    On request
    Delivery
    Email / file download +2
    from $6,000 from: 1,000 online completes in one country, 10-minute survey
    Published 2026-09-27
    Listed 2 months ago
  5. Kopje Research & Public Data🇿🇦

    Pan-African consumer survey panel: South Africa, Nigeria, Kenya, Ghana, Egypt, Morocco

    Monthly omnibus survey results from mobile and online panels in six African markets covering spending, payments, connectivity and brand use, weighted and aggregated.

    Survey and panel data Free sampleDemo listing
    Coverage
    6 countries
    History
    Since 2017
    Refresh
    Monthly
    Delivery
    Dashboard / web app +2
    from $1,200 one closed question added to one country wave
    Published 2026-09-28
    Listed 1 month ago

About academic research

Academic research needs datasets that are well documented, citable and licensed for study and publication. Researchers use data marketplaces to find sources that are hard to collect alone and to compare commercial options with public ones.

Economic indicators provide time series on output, prices, employment and trade, often from official statistical agencies. Census data supplies population and household statistics at fine geographic levels, the backbone of much social science. Survey data from academic and commercial panels captures attitudes and behaviour that official statistics do not measure.

A typical workflow

  1. Define the research question and the unit of analysis.
  2. Find datasets and check documentation, methods and licensing.
  3. Clean, link and analyse the data while recording every step.
  4. Publish results with proper citation and, where allowed, replication materials.

What to check before you buy

Ask whether academic pricing exists, whether results can be published, whether data can be shared with co-authors or deposited for replication and whether ethics or data protection approvals are needed. Check methodology documentation, version history and how the provider wants the data cited.

Last reviewed on 11 Nov 2026

Data for academic research: questions

Need data for academic research?

Describe the result you are after and the data you think you need. Providers reply with proposals and samples.