Extract and continuously monitor government contracts, procurement tenders, regulatory publications, census statistics, legislative records, court filings, and international agency data — from India's GEM portal and Data.gov.in to US Federal Register, Eurostat, and World Bank — delivered as clean, structured datasets.
Government data scraping is the automated collection of publicly available information from government portals, open data platforms, regulatory agency websites, procurement systems, legislative databases, and statistical bureaus. Governments generate enormous volumes of high-value data — contracts awarded, tenders issued, regulations enacted, statistics published, bills introduced, budgets released — but this data is scattered across thousands of portals, in inconsistent formats, and often updated without announcement.
The challenge is not legality — public government data is, by definition, intended for public access. The challenge is accessibility: a PDF tender notice on a state government portal, a CSV dataset on Data.gov.in, an XML filing on SEC EDGAR, and a statistical table on Eurostat all contain valuable data but require entirely different collection and parsing approaches. DataFlirt handles this fragmentation, normalising government data from disparate sources into consistent, structured feeds your team can actually query.
For businesses monitoring procurement opportunities, policy researchers tracking regulatory change, journalists investigating public spending, and economists building forecasting models, structured government data is irreplaceable. It's the most authoritative public record of economic activity, regulatory intent, and government priorities — and DataFlirt makes it machine-readable.
Comprehensive extraction built for reliability, accuracy, and scale.
Extract contract awards, tenders, RFPs, and vendor information from GEM, CPPP, SAM.gov, TED (EU), and state-level procurement portals.
Collect from MOSPI, Data.gov.in, Census Bureau, Eurostat, World Bank, IMF, OECD, and UN Statistical Division.
Monitor Gazette of India, Federal Register, Official Journal of the EU, and sector-specific regulatory agency publications.
Track bills, amendments, committee actions, and voting records across Lok Sabha, Rajya Sabha, US Congress, and EU Parliament.
Extract public docket data, judgments, and case filings from PACER, eCourts India, and other public court systems.
Aggregate datasets from UN, World Bank, IMF, ADB, and OECD — economic indicators, development data, and global statistics.
Every field you need, structured and ready to use downstream.
A proven process that turns any source into clean structured data — reliably.
{ "source": "gem.gov.in", "tender_id": "GEM/2025/B/5041823", "title": "Supply of Laptop Computers to CBSE Regional Offices", "ministry": "Ministry of Education", "buyer_org": "Central Board of Secondary Education", "quantity": 1200, "estimated_value_inr": 84000000, "bid_end_date": "2025-07-15", "category": "IT Hardware", "status": "Active", "scraped_at": "2025-06-10T06:00:00Z" }
Built on proven open-source tools and cloud infrastructure — no vendor lock-in.
Native connectors for Data.gov.in, data.gov (US), Eurostat REST API, World Bank API, and OECD.Stat — no scraping required for structured portals.
Government Gazette PDFs, tender notices, and regulatory publications parsed using layout-aware OCR and document AI.
Only new and updated records delivered on each run — essential for large statistical databases that publish updates on rolling schedules.
Government portals in Hindi, Tamil, Kannada, and other Indian languages handled alongside English-language sources.
Structured extraction from Lok Sabha and Rajya Sabha question-answer sessions, bill texts, and committee reports.
Inconsistent date formats, currency representations, and classification codes normalised across sources before delivery.
From solo analysts to enterprise data teams — here's how organizations use this data.
Trillions of rupees in contracts, decades of statistics, and thousands of regulatory decisions are published in public government databases every year. The data exists. The challenge is that it's fragmented, inconsistently formatted, and scattered across hundreds of portals that change without notice. DataFlirt makes this wealth of public information structured, searchable, and actionable — so you never miss a tender, a regulation, or a statistic that matters.
Start free and scale as your data needs grow.
For small teams and projects getting started with data.
For growing teams with serious data requirements.
For large organizations with custom requirements.
Everything you need to know before getting started.
Join data teams worldwide using DataFlirt to power products, research, and operations with reliable, structured web data.
