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
Tool To download - Amazon - Netflix- Disney+ - VideoLand - Boomerang - RTE.ie

vinetrimmer Widevine Decryption Script for Python Modules Amazon Netflix (with [email protected]

9 Dec 31, 2021
The PornHub Downloader is a powerfull script used to download and manage both videos and pictures

The PornHub Downloader is a powerfull script used to download and manage both videos and pictures

16 Aug 31, 2022
This Program helps you download songs from the Spotify track's link you give in.

Spotify-Downloader-GUI This Program helps you download songs from the Spotify track's link you give in. It uses yt-dlp to download songs from Youtube.

Harish 12 Jun 14, 2022
A downloader for the ISIS service of TU Berlin

isis_dl A downloading utility for the ISIS tool of TU-Berlin. Version 0.4 Features Downloads all Material from all courses of your ISIS page. Efficien

1 Nov 06, 2021
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
命令行版本的HLS/DASH流下载器,支持标准AES-128-CBC解密

XstreamDL-CLI 基于python 3.7.4+的,命令行版本的,HLS/DASH流下载器,支持标准AES-128-CBC解密 使用 首先安装必要的库

xhlove 239 Dec 31, 2022
This simple Python script allows you to download songs on Telegram🌸❤️😁

SongsDownloaderTgBot 📺 YouTube Song Downloader Bot For Telegram 🔮 3X Fast Telethon Based Bot ⚜ Open Source Bot 👨🏻‍💻 Demo : 𝗔𝗻𝗻𝗶𝗲 - 𝗘𝗹𝗶𝘇?

Sehath Perera 23 Dec 03, 2022
A tool to download program information from Bugcrowd, for use by researchers to compare programs they are eligible to participate in

Description bcstats is a tool which allows Bugcrowd researchers to download information about all accessible programs (public and private) into a sing

19 Oct 13, 2022
The tool allows to download a list of tiktok sounds

dependencies: pip install requests how to use LAUCH THE PROGRAM file (option f)

carpal 3 Jan 21, 2022
Automatically download and crop key information from the arxiv daily paper. (cpu version)

Automatically download and crop key information from the arxiv daily paper. (cpu version)

HeoLis 4 Jul 30, 2022
Simple python script to download .mp3 formatted files from YouTube video URLs

Introduction: Simple python script to download .mp3 formatted files from YouTube video URLs Requirements: Requires: youtube_dl module Requires: ffmpeg

Pat 2 Aug 18, 2022
Write reproducible code for getting and processing ChEMBL

chembl_downloader Don't worry about downloading/extracting ChEMBL or versioning - just use chembl_downloader to write code that knows how to download

Charles Tapley Hoyt 34 Dec 25, 2022
Simple avogadr.io batch downloader python script

Simple avogadr.io batch downloader python script

2 Jan 19, 2022
Music, Album and Playlist downloader for JioSaavn

jiosaavn-dl Music, Album and Playlist downloader for JioSaavn Features Downloads tracks, albums and playlists in maximum available quality (320kbps AA

bunny 19 Dec 12, 2022
Storing, versioning, and downloading files from S3 made as easy as using open() in Python. Caching included.

open(LARGE) Storing, versioning, and downloading files from S3 made as easy as using open() in Python. Caching included. Motivation Oftentimes, especi

András Schmelczer 2 Jan 30, 2022
A web app for downloading Facebook comments as a csv file

Facebook Comment Downloader A small web app for downloading comments from a public facebook page post. Comment downloading from https://github.com/min

WSDOT 23 Jan 04, 2023
A python module to download ISO Standards

ISO Standards Downloader A python module to download ISO Standards from https://standards.iso.org/iso-iec/ Report Bug · Request Feature Table of conte

Daniel 1 Dec 29, 2021
SubGrab is a utility that allows you to automate subtitles downloading for your media files.

SubGrab - Command-line Subtitles Downloader: A utility which provides an ease for automating media i.e., Movies, TV-Series subtitle scraping from mult

Rafay 106 Dec 17, 2022
A lightweight, dependency-free Python library (and command-line utility) for downloading YouTube Videos.

A lightweight, dependency-free Python library (and command-line utility) for downloading YouTube Videos.

pytube 7.9k Jan 02, 2023
Downloads files and folders

PyDownloader Downloads files and folders at high speed (based on your interent speed). This is very useful to transfer big files from one computer to

ArmenG 4 Feb 24, 2022