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🔥 High demand in 2026

Financial & Stock Market Data Scraping

SEC filings, earnings data, financial news, crypto market data, and alternative data signals from public US financial sources — structured for hedge funds, fintech platforms, equity research, and quantitative trading teams.

3–7 days  pilot turnaround Hourly / Daily  refresh CSV · JSON · API  delivery

Alternative data is one of the highest-paying segments in web scraping — hedge funds, equity research teams, fintech platforms, and trading firms invest heavily in any data signal that produces alpha. We extract from SEC EDGAR, financial news sites, public crypto exchanges, and other US financial sources. Note: real-time exchange data typically requires licensed market-data feeds. We focus on the layer above — filings, news, and alternative signals that complement, not replace, your market-data subscription.

What you get

Engineered for real production use.

SEC EDGAR filings

10-K, 10-Q, 8-K, S-1, proxy statements, insider transaction filings (Form 4) — full text and structured extraction of key financial line items.

Earnings calendars & reports

Earnings release schedules, transcripts where publicly available, consensus estimates from public sources, and earnings surprises tracking.

Financial news & press releases

Real-time aggregation from public news sources, company press releases, and corporate announcements with entity tagging.

Crypto market data

Public exchange order book snapshots, OHLC data, on-chain analytics from public block explorers, NFT marketplace data.

Alternative data signals

Job posting velocity (hiring as growth signal), product launch announcements, executive movement tracking, public satellite/parking-lot data references.

Insider activity & ownership

Form 4 insider transactions, 13F holdings updates, beneficial ownership changes — structured and time-series ready.

Sample Schema

This is what your financial data scraping output looks like.

financial-stock-market-data_sample.csv ● LIVE SCHEMA
SourceTypeTicker / EntityDocument/EventDateKey DataCaptured (UTC)
SEC EDGAR10-Q FilingAAPLQ2 2026 Quarterly Report2026-05-01Revenue $94.8B, Net $24.2B2026-05-19 10:30
SEC EDGARForm 4MSFTInsider purchase by Director X2026-05-1512,000 shares @ $412.502026-05-19 10:30
Public CryptoOHLCBTC/USDDaily candle2026-05-18O:67400 H:68900 L:67100 C:684502026-05-19 10:30

Sources we typically cover: SEC EDGAR · Yahoo Finance · MarketWatch · Seeking Alpha (public pages) · Public crypto exchanges (Coinbase public data, Binance public API) · Public block explorers (Etherscan, Solscan) · Company investor relations pages · Public financial news outlets

Who uses this

Teams that ship with this data weekly.

Hedge funds & alpha generation

Build alternative data signals on top of public web sources to inform trading decisions.

Fintech & retail platforms

Power consumer-facing fintech products with financial data, filings access, and crypto market information.

Equity research teams

Aggregate SEC filings, news, and earnings data at scale for sector and security analysis.

Quantitative researchers

Time-series datasets for backtesting and signal development across alternative data sources.

Process

From requirements to delivery — fast.

01

Requirements

30-min call to confirm sources, fields, frequency, and output schema.

02

Pilot in 3–7 days

Sample dataset delivered for your team to validate coverage and quality.

03

Production + SLA

Scheduled jobs, monitoring, retries, reporting — backed by uptime SLA.

Get a sample dataset in 3–7 days.

Tell us the sources and fields you need. We will reply within 1 business day with a sample schema and a fast estimate.

Request sample data
FAQ

About financial data scraping.

Can you provide real-time stock prices?

Real-time exchange data requires licensed market-data feeds (Bloomberg, Refinitiv, IEX Cloud, Polygon.io). We do not bypass exchange licensing. We can extract delayed quotes from public sources and integrate with your licensed feed for the real-time layer.

Is SEC filing scraping legal?

Yes — SEC EDGAR is a fully public dataset specifically built for programmatic access. We pull from the official SEC EDGAR API and supplement with structured extraction from filing text.

How do you handle crypto data?

We extract from public exchange APIs (Coinbase, Kraken, Binance public endpoints) and public on-chain data (block explorers). Licensed exchange feeds for institutional-grade data are recommended for production trading.

Can you build custom alternative data signals?

Yes — alt-data signal development is one of our common engagements for hedge fund clients. Tell us the hypothesis you want to test (e.g., job posting velocity as growth signal) and we'll spec a dataset.