Stock Market Data Scraping Services for Investors & Fintechs
Our stock market data scraping services collect stock prices, historical data, company financials, SEC filings, earnings, and market news from Yahoo Finance, Google Finance, Nasdaq, SEC EDGAR, and other public sources. We deliver clean, structured data via CSV, JSON, or API, so your analysts spend their time on research, not data collection.
Get a Free Stock Data Sample
Stock Market Data Scraping That Gives Your Team an Edge
Markets move on information, and the teams that see it first make the better calls. But analysts still lose hours copying prices, downloading filings, and checking news across dozens of sites. Scraping stock market data puts all of it in one place: daily prices, historical data, earnings, SEC filings, analyst ratings, and market news for every ticker you follow. You choose the companies, sectors, exchanges, and fields. We collect the data, clean it, match every record to the right ticker, and deliver it on your schedule, so your team spends its time on research and decisions, not data collection.
Stock Market Data Fields We Scrape
Web scraping stock data gives you every number your analysts check: prices, historical data, fundamentals, filings, earnings, analyst ratings, and news, structured by ticker and date and ready for your models, dashboards, and research tools.
{
"ticker": "NWRB",
"company": "Northwind Robotics Inc.",
"exchange": "NASDAQ",
"date": "2026-10-27",
"open": 145.10,
"high": 149.02,
"low": 144.36,
"close": 148.32,
"change_pct": 2.39,
"volume": 4820000,
"market_cap": 21400000000,
"pe_ratio": 31.6,
"next_earnings": "2026-11-05",
"scraped_at": "2026-10-27T21:00Z"
}
Quote & Price Data
Where the stock trades now- Ticker Symbol
- Exchange
- Last Price
- Open / High / Low / Close
- Price Change & %
- Volume
- Bid / Ask
- 52-Week High / Low
- Currency
Historical Data
Price history over time- Daily OHLC History
- Adjusted Close
- Intraday Prices
- Historical Volume
- Dividends
- Stock Splits
- Corporate Actions
Company Fundamentals
How the business performs- Market Cap
- P/E Ratio
- EPS
- Revenue
- Net Income
- Balance Sheet Items
- Cash Flow Items
- Shares Outstanding
- Sector & Industry
Filings & Earnings
What companies report- SEC Filings (10-K, 10-Q, 8-K)
- Earnings Dates
- EPS Estimates vs Actuals
- Earnings Call Transcripts
- Insider Transactions
- Institutional Holdings
Analyst & Market Signals
What the market expects- Analyst Ratings
- Price Targets
- Upgrades & Downgrades
- Short Interest
- Options Chains
- ETF Holdings
News & Events
What moves the price- Headlines
- Publish Time
- News Source
- Related Tickers
- Press Releases
- Economic Calendar
- Scrape Timestamp
Need a field that isn't listed? We build custom scrapers around your exact data requirements.
Get in TouchOur Stock & Financial Data Scraping Services
From daily prices to SEC filings, our services for scraping financial data cover every source your analysts rely on. Choose one service or combine several into a single feed for your models, dashboards, and research tools
Stock Price & Market Data Scraping
Track every ticker you care about without checking dozens of sites. Our stock market data scraping collects prices, price changes, volume, bid and ask, and 52-week ranges for stocks, ETFs, indices, forex, and cryptocurrencies from Yahoo Finance, Google Finance, Nasdaq, and other public portals. Data is captured intraday or at market close and matched to the correct ticker and exchange.
Historical Stock Data Collection
Build and test models on clean, complete price history. We collect daily and intraday prices (open, high, low and close), adjusted close, volume, dividends, and stock splits for any list of tickers, going back years. Every series is checked for gaps and corporate actions, so your back-tests run on data you can trust.
SEC Filings & Financial Statements Extraction
Turn filings into structured data instead of reading them one by one. We extract 10-K, 10-Q, 8-K, and other filings from SEC EDGAR and company investor pages, including income statements, balance sheets, cash flow figures, and key disclosures. Each figure is labelled by company, period, and filing date, ready for comparison across companies and quarters.
Earnings & Analyst Data Scraping
Know what the market expects before results come out. We collect earnings dates, EPS and revenue estimates against actual results, analyst ratings, price targets, and upgrades or downgrades for every company you follow. Your team sees surprises, revisions, and changes in sentiment as soon as they are published.
Financial News & Press Release Scraping
Never miss the headline that moves a stock. We collect market news, press releases, and company announcements from financial news sites, wire services, and investor relations pages, each tagged with publish time, source, and related tickers. Feed it straight into your news monitoring, alerting, or NLP models.
Alternative Data Scraping
Find signals before they show up in quarterly results. We scrape stock market data alongside alternative data, such as job postings, product prices, app reviews, store locations, and web traffic signals, and link each record to the right public company. Funds and research teams use it to track company performance in near real time.
Get Clean Stock Market Data Without the Manual Work
Tell us your tickers, sources, and data fields. We'll send a free sample of prices, financials, and filings so you can check the data quality before you commit.
| NWRB | $148.32 |
| CLVX | $62.15 |
| SLRA | $27.64 ↑ |
| BRNK | $91.47 |
Stock & Financial Data Sources We Scrape
From market data portals and stock exchanges to SEC EDGAR, newswires, and crypto platforms, we collect publicly available stock and financial data from 45+ sources across the US, Europe, India, and Asia.
Market Data Portals
9- Yahoo Finance
- Google Finance
- MarketWatch
- Investing.com
- Finviz
- Morningstar
- Zacks
- Seeking Alpha
- TradingView
Stock Exchanges
8- Nasdaq
- NYSE
- London Stock Exchange
- NSE India
- BSE India
- Tokyo Stock Exchange
- HKEX
- Euronext
Filings & Regulators
6- SEC EDGAR
- FINRA
- Companies House
- SEBI
- SEDAR+
- ASX Announcements
Financial News & Wires
8- Reuters
- CNBC
- Business Wire
- PR Newswire
- GlobeNewswire
- Benzinga
- Moneycontrol
- Economic Times Markets
Crypto & Forex
7- CoinMarketCap
- CoinGecko
- Binance
- Coinbase
- Kraken
- OANDA
- XE
Alternative Data Sources
7- LinkedIn Jobs
- Indeed
- Glassdoor
- Google Play
- Apple App Store
- Trustpilot
- Crunchbase
Don't see your source? We build custom scrapers for any public financial website. Tell us what you need
Built for Funds, Fintechs, and Financial Research Teams
Every team in finance needs accurate market data for a different reason. Whether you invest, lend, build products, or advise clients, we shape each dataset around the decisions you need to make.
Hedge Funds & Asset Managers
Feed quant models and research with clean price history, fundamentals, filings, and alternative data, delivered on a schedule your pipelines can rely on.
Fintech & Investing Apps
Power stock screeners, portfolio trackers, and research tools with structured market data, company profiles, and news, delivered by API.
Research & Analytics Firms
Build reports, indexes, and market studies from large, consistent datasets covering thousands of companies, sectors, and exchanges.
Banks & Lenders
Support credit analysis, risk monitoring, and client research with up-to-date financial statements, filings, and company news.
Corporate Finance & IR Teams
Track peer valuations, earnings, analyst ratings, and news about your competitors, so your board and investor updates are always current.
Consultants & Advisors
Speed up due diligence, M&A screening, and market sizing with ready-to-use company financials and market data.
Financial Data Delivered the Way Your Team Works
No new tools to learn and no messy files to clean. We deliver ready-to-use stock prices, financials, filings, and news in the format, channel, and schedule that fit your models and workflows.
Your Preferred Format
Structured, consistent files that open straight in your spreadsheet, database, or analytics tool.
- CSV
- Excel
- JSON
- Parquet
Delivered Where You Work
Data lands directly in your systems and data pipelines, so your analysts never have to download, upload, or reformat anything.
- REST API
- Amazon S3
- Snowflake
- SFTP
- Google Sheets
On Your Schedule
Refresh data intraday, at market close, or after every filing, or get a one-time historical dataset for back-testing.
- Intraday
- End of day
- Weekly
- On new filings
- Historical
Quality-Checked Data
Every dataset is cleaned, validated, and mapped to the right ticker before delivery, and we monitor sources for layout changes.
- Ticker mapping
- Corporate actions
- Gap checks
- Monitoring
How Our Stock Market Data Scraping Works
From your first brief to scheduled delivery, we handle every step, so your team gets clean, ticker-matched financial data without building or maintaining scrapers.
Share Tickers, Sources & Fields
Tell us the companies, tickers, sources, and data fields you need.
01
Get a Free Sample Dataset
We send a free sample so you can check the data, fields, and format before you commit.
02
Custom Scraper Setup
We build and test scrapers for each source, matched to your tickers and schedule.
03
Cleaning & Ticker Mapping
We validate every record, adjust for splits and dividends, and map it to the right ticker.
04
Scheduled Delivery
Data arrives intraday, daily, or after new filings via CSV, JSON, API, S3, or Snowflake.
05
Why Choose Xwiz for Stock Market Data Scraping
Choosing a data partner means trusting them with the numbers behind your investment and research decisions. Here's why funds, fintechs, and research teams rely on Xwiz for accurate, consistent financial data.
Get in Touch99%+ Data Accuracy
Every dataset passes validation, gap, and outlier checks before delivery, so prices and financials match the source exactly.
Financial Data Expertise
We understand tickers, exchanges, fiscal periods, splits, dividends, and filing types, so your data reflects how financial markets actually work.
Accurate Ticker & Entity Mapping
We map every record to the right ticker, exchange, and company ID, even when names and symbols differ across sources.
Built to Handle Anti-Bot Systems
Rotating infrastructure and human-like request patterns keep data flowing reliably from even the most heavily protected financial websites.
Fully Managed, Zero Maintenance
We monitor every source and fix scrapers as soon as sites change, so your data feed never breaks and your team never has to step in.
Public Sources Only
We collect only publicly available data from 45+ portals, exchanges, regulators, and newswires, with no private accounts and no personal data.
Case Study
Trusted by Finance and Investment Teams
How we've delivered stock and financial data for clients in the USA, UK, and UAE. Client names are kept confidential under NDA.
A US investment research firm needed daily prices and quarterly financials for every company in its coverage universe. We delivered ticker-matched price history and SEC filing data, so their analysts stopped collecting data by hand.
A UK fintech needed company announcements and filing data for its investor platform. We built an API feed that maps every record to the right company and updates as soon as new filings are published.
A UAE investment firm needed one dataset covering global stocks, indices, and crypto prices. We combined data from multiple sources into a single end-of-day feed, matched by ticker and ready for their dashboards.
Frequently Asked Questions About Stock Market Data Scraping
Quick answers about how stock market data scraping works, which sources we cover, what data you get, how often it updates, and pricing. Still have a question? Our team is happy to help.
Stock market data scraping is the automated collection of publicly available financial data, such as stock prices, historical data, company financials, SEC filings, analyst ratings, and market news, from finance portals, exchanges, and regulators. Xwiz cleans this data, maps it to the right tickers, and delivers it ready for models, dashboards, and research.
You can scrape stock market data such as prices, volume, open-high-low-close history, market cap, P/E ratios, EPS, revenue, dividends, splits, earnings dates, analyst ratings, price targets, insider transactions, and news headlines. Xwiz delivers each field structured by ticker and date, in CSV, Excel, JSON, or via API.
Xwiz uses 45+ public sources for scraping financial data, including Yahoo Finance, Google Finance, MarketWatch, Investing.com, Nasdaq, NYSE, London Stock Exchange, NSE India, SEC EDGAR, Companies House, Reuters, Business Wire, and CoinMarketCap. We also build custom scrapers for any other public financial website.
Yes. Xwiz collects publicly available data from Yahoo Finance and Google Finance, including stock quotes, historical prices, key statistics, financial statements, analyst estimates, and company news. We match every record to the correct ticker and exchange and deliver it on your schedule, so you don’t have to maintain scrapers when these sites change.
Yes. Xwiz extracts data from 10-K, 10-Q, 8-K, and other filings on SEC EDGAR, including income statements, balance sheets, cash flow figures, and key disclosures. Each figure is labelled by company, fiscal period, and filing date, so you can compare companies and quarters without reading filings one by one.
Stock data can be updated intraday, at market close, weekly, or whenever a new filing is published, depending on your needs. Most Xwiz clients use end-of-day price updates with intraday checks for watchlists. For licensed tick-by-tick exchange feeds, we recommend a market data vendor alongside our scraped data.
Web scraping stock data is generally considered legal when it collects only publicly available information, such as published prices, filings, and news, without logging into private accounts or bypassing paywalls. Xwiz follows this approach and data protection rules like GDPR. Rules vary by country and source, so review your use case with legal counsel.
Yes. Xwiz collects years of daily and intraday price history, including adjusted close, dividends, and stock splits, for any list of tickers. Every series is checked for gaps and corporate actions before delivery, so your back-tests and models run on clean, complete data.
Xwiz delivers scraped financial data in CSV, Excel, JSON, or Parquet, through REST API, Amazon S3, Snowflake, SFTP, or Google Sheets. You choose the format, channel, and schedule, and the data arrives ready to load into your models, BI tools, or data warehouse without extra cleaning.
The cost of stock market data scraping services depends on the number of tickers and sources, the data fields you need, and how often the data is updated. Xwiz offers one-time historical datasets, recurring feeds, and API access, plus a free sample so you can check data quality before choosing a plan.
Blog & Articles
Tell Us What Data You Need
Share the websites or apps you need data from and what you want to collect. Our team will review your request and send a plan with a free sample dataset.