Free Stock Data for Python Using Yahoo Finance API (2024)

In this post, I’m going to explore the use of integrating with the Yahoo Finance API via Python code.

Free Stock Data for Python Using Yahoo Finance API (3)

Yahoo Finance is a media platform that provides financial news, data about stock quotes, press releases, and financial reports. And all the data provided by Yahoo Finance is free. Yahoo Finance API is the API that Yahoo provides to fetch financial information.

Yahoo deprecated their Finance API in 2017. So you can see many websites talking about alternatives for Yahoo Finance API. However, the python library yfinance offers a temporary fix to the problem by scraping the data from Yahoo! Finance and returning the data in the DataFrame format. So you can still use Yahoo Finance to get free stock market data.

Yahoo Finance provides access to more than five years of daily OHLC price data. Also, you can get minutes OHLC data for recent days.

The Yahoo Finance API provides access to the information about:

  • finance summaries like earnings, balance sheet.
  • stocks historical prices.
  • stock actions (including splits and dividends).

All this information is from the Yahoo Finance official website.

# To install yfinance before you use it.
> pip install yfinance

There’re some limitations by making the call to Yahoo Finance API:

  • Using the Public API (without authentication), you are limited to 2,000 requests per hour per IP (or up to a total of 48,000 requests a day).

I’m not sure it’s precisely for Financial data. But please use time.sleep(1) to avoid your IP getting blocked.

You have to call Ticker module to access ticker data. Here is an easy example to retreive five days of MSFT stock OHLC data:

Free Stock Data for Python Using Yahoo Finance API (2024)

FAQs

Is Yahoo stock API free? ›

Yahoo Finance API is a free financial data API that provides real-time stock quotes, historical data, and financial news for stocks, bonds, currencies, commodities, and indices.

How do I get live data from Yahoo Finance in Python? ›

Installation of Yahoo Finance Module in Python
  1. Let us install them via pip commands.
  2. Once it is installed, we can import yfinance package in Python code. ...
  3. If we want to display all the rows of a ticker symbol, we will use the Python Pandas module and set the set_option() function to display maximum rows.
Jul 14, 2023

What is the best Python package for Yahoo Finance? ›

yfinance is a Python library that allows us to easily download financial data from Yahoo Finance. It provides a simple and convenient way to access a wide range of financial data for a given stock symbol, including historical price data, financial statements, and other information. Run the program main.py.

How do I get stock price data from Yahoo Finance? ›

Save historical data from a desktop browser
  1. Go to Yahoo Finance.
  2. Enter a quote into the search field.
  3. Select a quote in the search results to view it.
  4. Click Historical Data.
  5. Select a Time Period, data to Show, and Frequency.
  6. Quote data will refresh automatically.
  7. To use the data offline, click Download.

Is there any free stock API? ›

Alpha Vantage offers a comprehensive Financial Stock Market API, providing developers with access to a diverse range of financial data. One of its unique points is the availability of a free tier that allows developers to access essential market data without a subscription.

How to get stock data for free? ›

Internet Sources for Historical Market & Stock Data
  1. Yahoo! Finance - Historical Prices. ...
  2. Dow Jones Industrial Averages. Historical and current performance data. ...
  3. S&P Indices. Historical performance data.
  4. IPL Newspaper Collection. ...
  5. Securities Industry and Financial Markets Association. ...
  6. FINRA: Market Data Center.
Apr 15, 2024

How to scrape stocks and financials from Yahoo Finance with Python? ›

3. Web Scraping Market Events Calendar
  1. 3.1 Install & Import libraries. The first step to install and import Python Libraries.
  2. 3.2 Download & Parse web page. ...
  3. 3.3 Get Embedded Json data. ...
  4. 3.4 Locating Json Keys. ...
  5. 3.5 Pagination & Compiling the information into a Python list. ...
  6. 3.6 Save the extracted information to a CSV file.
Mar 18, 2022

Where to get stock data for Python? ›

One of the first sources from which you can get historical daily price-volume stock market data is Yahoo finance. You can use pandas_datareader or yfinance module to get the data and then can download or store in a csv file by using pandas. to_csv method.

What is the difference between yfinance and Yahooquery? ›

Source of data: yfinance retrieves the majority of data (outside of historical pricing and options) from scraping a javascript variable in each Ticker's page. Yahooquery uses API endpoints for each property/method available to the user.

What can I use instead of Yahoo Finance API Python? ›

Investors Exchange (IEX) Trading

IEX's endpoints are free and available in many forms- Java, Python, Ruby, C, and C++, just to name a few. You can be sure that your application can be integrated with this API, making it a great Yahoo Finance API Alternative.

Does Yahoo Finance API still work? ›

The official Yahoo Finance API was shut down by Yahoo in 2017 due to widespread abuse against their terms of service. The API was designed to be used internally among Yahoo's own properties and was never officially published for external use.

What is the alternative to Yahoo Finance API? ›

Best Yahoo Finance APIs
  • Morning Star.
  • Yahoo Finance.
  • Twelve Data.
  • Fidelity Investment.
  • Finnhub.
  • Trending Finance.
  • Morning Star.
  • Option Chain.

Is Yahoo Finance data accurate? ›

Data Accuracy and Reliability

Yahoo Finance offers accurate and timely data on basic stock information like price, volume, market cap, earnings, dividends, basic ratios, analyst ratings and news. However, the data lacks depth and is not vetted for performance.

How do you get Finance data in Python? ›

One can easily get, read, and interpret financial data using Python by using the yfinance library along with the Pandas library. With this, a user can extract various financial data, including the company's balance sheet, income statement, and cash flow statement.

Is yfinance real time? ›

yfinance allows us to fetch real-time stock data, while Streamlit provides an easy and intuitive way to visualize this data. Such applications can serve as a starting point for building more complex financial analytics and visualization tools.

How much does Yahoo API cost? ›

ObjectsBasic $0.00 / mo SubscribePro $15.00 / mo Subscribe
Requests35 / day Hard Limit20,000 / month + $0.005 each other
Rate Limit5 requests per second10 requests per second

Can I use TradingView API for free? ›

The TradingView API free package includes limited use of its information. APIs like TradingView, Yahoo Finance and Morningstar have freemium access plans that allow applications to make infrequent calls on the resource. Software that checks in the API hundreds of times each day will require an upgraded, paid plan.

Can I still use Yahoo Finance API? ›

The official Yahoo Finance API was shut down by Yahoo in 2017 due to widespread abuse against their terms of service.

How much does trading API cost? ›

For Data APIs, you can subscribe to the same at a minimal cost of ₹499 + taxes per month, which gives you access to both Live Market Feed as well as Historical Data. 03 Which programming language works best with DhanHQ APIs? Dhan Trading APIs support all languages.

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