FINANCE & STOCK MARKET DATA

Finance & Stock Market Data Scraping for Real-Time Market Insights

Our Finance & Stock Market Data Scraping services help businesses collect stock prices, trading volumes, company fundamentals, crypto trends, and financial news from global exchanges and market platforms. Get accurate, structured data delivered as a scraper, dataset, or API for analytics, research, and market intelligence.

Get Started
live_extract.jsonupdated 2s ago
symbolNASDAQ:RDAT
price$182.44
change+1.8%
volume4.2M
market_cap$61.3B
WHAT IT DOES

Finance & Stock Market Data Scraping Built for Reliable Market Data

Our Finance & Stock Market Data Scraping solutions streamline data collection from stock exchanges, trading platforms, financial websites, and market news sources. Extract stock prices, trading volumes, company fundamentals, market trends, and sentiment data in a structured format without building or maintaining complex extraction systems yourself.

DATA FIELDS

What comes back in every record

Stock Symbol
Company Name
Market Capitalization
Opening Price
Closing Price
Day High / Low Price
Trading Volume
Price Change Percentage
Dividend Yield
Earnings Per Share (EPS)
Price-to-Earnings Ratio
52-Week High / Low
Cryptocurrency Price
Market Index Performance
Financial News Sentiment
Institutional Ownership Data
Regulatory Filing Information
Fund Inflows / Outflows
Analyst Ratings
Historical Price Series
CAPABILITIES

Key features of our finance data services

01

Real-time market data

Continuous updates on stock prices, ETFs, indices, and commodities as they move.

02

News sentiment intelligence

Structured sentiment scores from financial headlines, analyst opinions, and economic updates.

03

Cryptocurrency tracking

Token prices, liquidity, and blockchain activity across global exchanges.

04

Equity data collection

Historical prices, market cap, and trading patterns across international exchanges.

05

Fund performance monitoring

Mutual fund and ETF holdings, allocations, and return performance over time.

06

Flexible delivery formats

JSON, CSV, or XML — export straight into dashboards, warehouses, or trading systems.

USE CASES

Where teams put finance data to work

TRADING

Algorithmic Trading Systems

  • Automate decisions with real-time prices and volumes
  • Feed predictive analytics from live market datasets
RESEARCH

Investment Research Platforms

  • Collect company fundamentals and earnings reports
  • Build historical performance datasets for forecasting
CRYPTO

Cryptocurrency Analytics

  • Monitor blockchain assets and token volatility
  • Track decentralized finance trends across exchanges
PORTFOLIO

Portfolio Management

  • Track asset allocation and investment performance
  • Monitor market fluctuations against holdings
NEWS

Financial News Monitoring

  • Extract sentiment from breaking financial headlines
  • Track company announcements and policy updates
COMPLIANCE

Risk & Compliance Analytics

  • Monitor regulatory changes and trading irregularities
  • Flag market risks with automated data extraction
DATASET

Skip the pipeline — start from a ready-made dataset

For teams that need history and breadth rather than a live feed, our pre-built financial datasets cover equities, indices, crypto, and fund data across global markets — delivered on a schedule you set, no scraping or integration required.

FORMAT

CSV, JSON & Excel

Bulk exports land in the format your warehouse already ingests, no conversion step required.

DELIVERY

Scheduled or one-off

Daily, weekly, or monthly refreshes, plus one-time historical pulls for backtesting.

COVERAGE

Exchange & asset-class packs

Buy a slice — equities, crypto, a single exchange — instead of building your own collection.

Browse Finance Datasets
API

A single endpoint, structured JSON back

Send a ticker symbol or search query; get a normalized market record back. Built for algorithmic trading, portfolio tracking, and investment research at any request volume.

POST /v1/finance/extract { "symbol": "NASDAQ:RDAT", "fields": ["price","volume","eps"], "exchange": "NASDAQ" } 200 OK { "symbol": "RDAT", "price": 182.44, "currency": "USD", "change_pct": 1.8 }
  • REST endpoints with predictable, versioned responses
  • Exchange-specific and generic ticker parsers
  • Built-in retry, proxy rotation, and rate-limit handling
  • Field-level selection to keep payloads lean
  • Works alongside your existing trading and analytics systems

Extract country-wise finance-stock-market data

IN

India

WHY IT MATTERS

What structured finance data changes for your team

Faster trading decisions

React to price and volume changes in real time instead of minutes later.

Sharper investment research

Base forecasting and strategy on structured fundamentals, not manual pulls.

Better compliance monitoring

Catch regulatory filings and trading irregularities as they surface.

A clearer sentiment signal

Turn scattered financial news into a usable, structured sentiment score.

Portfolios that track themselves

Feed live data into automated allocation and rebalancing rules.

Decisions backed by data

Replace gut calls with exportable numbers your whole team can act on.

1500+Successful projects
5+Years of experience
100+In-house engineers
250.8M+Pages crawled weekly
WHY REAL DATA API

Built for teams who depend on this data daily

Efficiency

Automate the process of data collection, saving you time and resources.

Accuracy

Reliable, structured data that's easy to use for analysis or integration.

Scalability

Handle large volumes of data from various sources as your business grows.

Cost-effective & global

High-quality data at affordable plans, with support for international coverage.

Questions, answered

Is this data collection legal?

We extract only publicly accessible data and follow site terms and applicable privacy regulations. We don't access restricted systems or private networks.

Which option should I choose — scraper, dataset, or API?

Choose a scraper if you want to run extraction yourself, a dataset if you need a ready-made snapshot without integration work, or the API if you need continuous, live data in your own systems.

How current is the data?

The API returns live data on request. Datasets and scrapers refresh on the schedule you choose — daily, weekly, or monthly.

Can I get data from a platform that isn't listed?

Yes. Our team builds custom scrapers, datasets, and API integrations for platforms outside our existing catalog on request.

Contact Us

We are eagerly waiting to hear you.

Chat with Us

Take to our Social Experts, who are at your service 24x7 worldwide.

Email Us

Drop us an email at sales@realdataapi.com and you'll receive a reply within 24 hours!

Give us a Call

Want to talk? Our support staff on +91 8866656657 is at your service 24x7 support worldwide.

Brand Image
▼
Real Data API stands out as one of the premier global companies specializing in web data Scraping and web extraction.
Get in Touch
+91 8866656657 sales@realdataapi.com 60 Paya Lebar Rd, #11-22 Paya Lebar Square, PMB 1010, Singapore 409051

Web Data

Live Crawler Scraping Browser API Anti Blocking Web Unlocker API Use Cases Web Scraping Enterprise Web Crawling Web Scraping API Services Mobile App Scraping Services

Store Location

Company

About Us FAQs Contact Us

By APIs

Ecommerce Scraping API Food Scraping API Q-Commerce Scraping API Grocery Scraping API Travel Scraping API Real Estate Scraping API Social Media Scraping API OTT Scraping API Liquor Scraping API Recruitment Scraping API Healthcare Scraping API Fashion Scraping API

Scraper

Amazon Product Scraper AliExpress Scraper Google Shopping Scraper Zomato Scraper Swiggy Scraper E-Commerce Scraper Blinkit Scraper Flipkart Scraper Twitter Scraper eBay Scraper Zepto Scraper Airbnb Scraper Booking Scraper Tiktok Scraper Reddit Scraper

Use Cases

Price Comparison Market Research Robotic Process Automation (RPA) Product Development Lead Generation Machine Learning

Datasets

E-Commerce Datasets Food Datasets Travel Datasets Real Estate Datasets Grocery Datasets Liquor Datasets Fashion Datasets

Knowledge Center

Blogs

Web Scraping Python Web Scraping PHP Web Scraping Java Web Scraping Ruby Web Scraping Rust Web Scraping in Go Web Scraping in Elixir Web Scraping with R Web Scraping with C# Web Scraping JS and Node.js
Case Studies
Research Report
Infographics
clutch
clutch
clutch
clutch
clutch
clutch

About Us

Contact us

© 2026 RealdataAPI. All rights reserved.

Disclaimer : RealData API functions solely as an independent data infrastructure and technology solutions provider. We build customized automation workflows designed to collect publicly accessible web data based exclusively on client instructions. RealData API neither owns proprietary datasets nor engages in the sale or redistribution of extracted information. Our operations are limited strictly to lawful public web data processing and never involve unauthorized access to restricted systems or private networks. Any company names, trademarks, logos, or brand references displayed on this website are used purely for demonstrative and illustrative purposes to showcase our technical capabilities and do not imply endorsement, partnership, or affiliation. Use of our platform and services remains subject to our Terms of Service.

INQUIRE NOW