🇮🇳 India EdTech Investor Finder

A free, automated weekly scraper that collects Indian startup funding data from public sources, filters for EdTech deals, and cross-references investors against the SEBI AIF registry to surface contact details — all saved to public CSVs. No paid subscriptions needed.

What's tracked

Full funding data (data/india_funding_<year>.csv)

Column	Description
startup_name	Name of the startup
domain	Sector / industry (e.g. EdTech, FinTech, HealthTech)
round	Funding stage (Seed, Series A, Series B, Angel …)
amount_usd	Ticket size in USD (null if undisclosed)
investor	Investor name (one row per investor per deal)
headquarters	City / state where the startup is based
date	Date of funding announcement
scraped_at	Date this row was collected

EdTech investor contacts (data/edtech_investors.csv)

Column	Description
investor	Investor name
investor_email	Contact email from SEBI AIF registry (if matched)
sebi_reg_no	SEBI AIF registration number (if matched)
aif_category	AIF category (Category I / II / III)
investor_city	City from SEBI registry
startup_name	Name of the EdTech startup funded
domain	EdTech sub-sector
round	Funding stage
amount_usd	Ticket size in USD
headquarters	Startup headquarters
date	Date of funding announcement

Data sources

Source	URL	Method
StartupTalky 2026	link	HTML table
StartupTalky 2025	link	HTML table
StartupTalky 2024	link	HTML table
SEBI AIF Registry	link	HTML scrape

How it works

1. Every Monday at 6:00 AM IST a GitHub Actions workflow runs scraper/run.py
2. StartupTalky tables (2024, 2025, 2026) are scraped and parsed into structured rows
3. Rows matching EdTech keywords are filtered into a separate dataset
4. The SEBI AIF registry is scraped to collect fund names, registration numbers, categories, contact emails, and cities
5. EdTech investors are fuzzy-matched against SEBI fund names (≥ 50% token overlap) to enrich with contact details
6. All CSVs are deduplicated and committed back to the repo

Output files

File	Description
data/india_funding_2024.csv	All startup funding deals scraped for 2024
data/india_funding_2025.csv	All startup funding deals scraped for 2025
data/india_funding_2026.csv	All startup funding deals scraped for 2026
data/edtech_investors.csv	EdTech-only investors enriched with SEBI AIF contact data

Setup (for your own fork)

1. Fork this repo

2. Enable GitHub Actions

Go to the Actions tab and click Enable workflows

3. Run manually to test

Go to Actions → Weekly India Funding Scraper → Run workflow

No API keys or secrets required — all data sources are publicly accessible.

Run locally

git clone https://github.com/YOUR_USERNAME/InvestorFinder
cd InvestorFinder
pip install -r requirements.txt
python scraper/run.py

Cost

Component	Cost
GitHub Actions	Free (2000 min/month)
Everything else	₹0

CSV download

The latest data is always available in the data/ folder. Direct raw links:

https://raw.githubusercontent.com/YOUR_USERNAME/InvestorFinder/main/data/india_funding_2026.csv
https://raw.githubusercontent.com/YOUR_USERNAME/InvestorFinder/main/data/edtech_investors.csv

License

MIT — free to use, fork, and build on.