Yahoo! Finance next gen python 3 / pandas market data downloader

Overview

Yahoo! Finance-ng python3 / pandas market data downloader

Build Python version PyPi version PyPi status PyPi downloads Star this repo Follow me on twitter

Ever since Yahoo! finance decommissioned their historical data API, many programs that relied on it to stop working.

yfinanceng aimes to solve this problem by offering a reliable, threaded, and Pythonic way to download historical market data from Yahoo! finance.

NOTE

The library was originally named yfinance, but I've since renamed it to yfinanceng as I no longer consider it a mere "fix", and the author is not promptly maintaining it or merging PRs.

Changelog »


Quick Start

The Ticker module

The Ticker module, which allows you to access ticker data in amore Pythonic way:

import yfinanceng as yf

msft = yf.Ticker("MSFT")

# get stock info
msft.info

# get historical market data
hist = msft.history(period="max")

# show actions (dividends, splits)
msft.actions

# show dividends
msft.dividends

# show splits
msft.splits

# show financials
msft.financials
msft.quarterly_financials

# show major holders
msft.major_holders

# show institutional holders
msft.institutional_holders

# show balance heet
msft.balance_sheet
msft.quarterly_balance_sheet

# show cashflow
msft.cashflow
msft.quarterly_cashflow

# show earnings
msft.earnings
msft.quarterly_earnings

# show sustainability
msft.sustainability

# show analysts recommendations
msft.recommendations

# show next event (earnings, etc)
msft.calendar

# show ISIN code - *experimental*
# ISIN = International Securities Identification Number
msft.isin

# show options expirations
msft.options

# get option chain for specific expiration
opt = msft.option_chain('YYYY-MM-DD')
# data available via: opt.calls, opt.puts

If you want to use a proxy server for downloading data, use:

import yfinanceng as yf

msft = yf.Ticker("MSFT")

msft.history(..., proxy="PROXY_SERVER")
msft.get_actions(proxy="PROXY_SERVER")
msft.get_dividends(proxy="PROXY_SERVER")
msft.get_splits(proxy="PROXY_SERVER")
msft.get_balance_sheet(proxy="PROXY_SERVER")
msft.get_cashflow(proxy="PROXY_SERVER")
msgt.option_chain(..., proxy="PROXY_SERVER")
...

To initialize multiple Ticker objects, use

import yfinanceng as yf

tickers = yf.Tickers('msft aapl goog')
# ^ returns a named tuple of Ticker objects

# access each ticker using (example)
tickers.msft.info
tickers.aapl.history(period="1mo")
tickers.goog.actions

Fetching data for multiple tickers

import yfinanceng as yf
data = yf.download("SPY AAPL", start="2017-01-01", end="2017-04-30")

I've also added some options to make life easier :)

data = yf.download(  # or pdr.get_data_yahoo(...
        # tickers list or string as well
        tickers = "SPY AAPL MSFT",

        # use "period" instead of start/end
        # valid periods: 1d,5d,1mo,3mo,6mo,1y,2y,5y,10y,ytd,max
        # (optional, default is '1mo')
        period = "ytd",

        # fetch data by interval (including intraday if period < 60 days)
        # valid intervals: 1m,2m,5m,15m,30m,60m,90m,1h,1d,5d,1wk,1mo,3mo
        # (optional, default is '1d')
        interval = "1m",

        # group by ticker (to access via data['SPY'])
        # (optional, default is 'column')
        group_by = 'ticker',

        # adjust all OHLC automatically
        # (optional, default is False)
        auto_adjust = True,

        # download pre/post regular market hours data
        # (optional, default is False)
        prepost = True,

        # use threads for mass downloading? (True/False/Integer)
        # (optional, default is True)
        threads = True,

        # proxy URL scheme use use when downloading?
        # (optional, default is None)
        proxy = None
    )

pandas_datareader override

If your code uses pandas_datareader and you want to download data faster, you can "hijack" pandas_datareader.data.get_data_yahoo() method to use yfinanceng while making sure the returned data is in the same format as pandas_datareader's get_data_yahoo().

from pandas_datareader import data as pdr

import yfinanceng as yf
yf.pdr_override() # <== that's all it takes :-)

# download dataframe
data = pdr.get_data_yahoo("SPY", start="2017-01-01", end="2017-04-30")

Installation

Install yfinanceng using pip:

$ pip install yfinanceng --upgrade --no-cache-dir

Install yfinanceng using conda:

$ conda install -c larroy yfinanceng

Requirements

Optional (if you want to use pandas_datareader)

Legal Stuff

yfinanceng is distributed under the Apache Software License. See the LICENSE.txt file in the release for details.

Based on yfinance from Ran Aroussi.

Owner
Pedro Larroy
Dress me slowly, I'm in a hurry.
Pedro Larroy
A simple Python +3.x script to download videos from Facebook.

Facebook Video Downloader A simple Python +3.x script to download videos from Facebook posts

Kerolos Atef Saber 1 Dec 03, 2021
Download YouTube videos/music and images in MP4, JPG with this tool.

ABOUT THE TOOL Download YouTube videos, music and images in MP4, JPG with this tool, with an easy to understand interface. This tool works with both,

TrollSkull 5 Jan 02, 2023
Ebook downloader built using python

ebook-downloader Getting Started Open a terminal and run the following commands. git clone github.com/georgemunyoro/ebook-downloader cd ./ebook-downlo

George Munyoro 1 Oct 19, 2021
apkizer is a mass downloader for android applications for all available versions.

apkizer apkizer collects all available versions of an Android application from apkpure.com Purpose Sometimes mobile applications can be useful to dig

Kamil Onur Özkaleli 41 Dec 16, 2022
Heroic-gogdl - GOG Downloading module for Heroic Games Launcher

heroic-gogdl GOG download module for Heroic Games Launcher Purpose This will tak

Paweł Lidwin 36 Dec 23, 2022
This is Yt Downloader. Coded with Python (my first repository)

Get Started Download & install Python first before using this software. Download Python Installing Python and Pytube Library (IMPORTANT) Installing Py

Qi 2 Oct 25, 2021
Download candlestick data fast & easy for analysis

crypto-candlesticks 📈 The goal behind this project is to facilitate downloading cryptocurrency candlestick data fast & simple. Currently only the Bit

Pedro Torres 31 Dec 11, 2022
Newsemble is an API that provides easy access to the current news for programmatic analysis

Newsemble is an API that provides easy access to the current news for programmatic analysis. It has been built using Python, BeautifulSoup and MongoDB.

Rishabh 43 Dec 16, 2022
Python based YouTube video Downloader GUI Application.

Youtube video Downloader Python based Youtube video Downloader GUI Application. Installation Python Dependencies Import pytube pip install pytube Im

Naem Azam 1 Jan 03, 2022
Download all posts and comments in a subreddit

subreddit downloader This subreddit downloader downloads all posts and comments in a subreddit For a tutorial to use this program please follow this m

Guneet 6 Dec 16, 2022
Stremio addon for fetching videos from your google drive.

stremio-gdrive Instructions: There are two ways to go about: Method 1 is hard and long but might give you better performance and you need to make your

72 Dec 31, 2022
File Downloader

File Downloader Watches a file containing download links and runs a command to download them. The link file is in form of: # comment DOWNLOAD_LINK

Pouriya 1 Jan 08, 2022
A Quick demo of how to use the youtube_dl module in python.

youtube_dl python module demo A Quick demo of how to use the youtube_dl module in python. Whole documentation for the youtube_dl Installation git

7 Aug 27, 2021
Let's you download entire YT-playlists.

Youtube MP3 Playlist Downloader Let's you download entire youtube playlists as mp3 files. This application is basically a script that makes it easier

11 Dec 18, 2022
SABnzbd - The automated Usenet download tool

SABnzbd is an Open Source Binary Newsreader written in Python.

SABnzbd 1.8k Dec 30, 2022
Shit-fetch - Shitpost fetcher (downloader)

shit-fetch Download shitpost (random) from https://random-shitpost.com/ Usage ./shitfetch.py --nsfw (true/false) --output ~/Downloads (default : ./)

Pinokaille 1 Jan 02, 2022
YoutubeDownloader - Download any public Playlist from Youtube

YoutubeDownloader Download any public Youtube Channel / Playlist Features Bulk d

17 Nov 12, 2022
music downloader written in python. (Uses jiosaavn API)

music downloader written in python. (Uses jiosaavn API)

Rohn Chatterjee 35 Jul 20, 2022
A script that downloads YouTube videos/audio

YouTube-Downloader A script that downloads YouTube videos/audio from youtube. Usage Download the script by executing the following in your terminal :

Debayan Sarkar 2 Jan 04, 2022
TikTok - TikTok Bot to download video or audio from TikTok

TikTok - TikTok Bot to download video or audio from TikTok

JMTHON 51 Mar 04, 2022