Git Product home page Git Product logo

financedatareader's Introduction

FinanceDataReader

FinanceData.KR Open Source Financial data reader

Overview

The FinanceDataReader is financial data reader(crawler) for finance.
The main functions are as follows.

  • Stock Symbol listings: 'KRX' ('KOSPI', 'KODAQ', 'KONEX'), 'NASDAQ', 'NYSE', 'AMEX' and 'S&P500'
  • KRX delistings: 'KRX-DELISTING'
  • ETF Symbol listings: Support for ETF lists for multiple countries ('KR', 'US', 'JP')
  • Stock price(KRX): '005930'(Samsung), '091990'(Celltrion Healthcare) ...
  • Stock price(Word wide): 'AAPL', 'AMZN', 'GOOG' ... (you can specify exchange(market) and symbol)
  • Indexes: 'KOSPI', 'KOSDAQ', 'DJI', 'IXIC', 'US500'(S&P 500) ...
  • Exchanges: 'USD/KRX', 'USD/EUR', 'CNY/KRW' ...
  • Cryptocurrency price data: 'BTC/USD' (Bitfinex), 'BTC/KRW' (Bithumb)

Install

pip install finance-datareader

Quick Start

import FinanceDataReader as fdr

# Apple(AAPL), 2017-01-01 ~ Now
df = fdr.DataReader('AAPL', '2017')

# Ford(F), 1980-01-01 ~ 2019-12-30 (40 years)
df = fdr.DataReader('F', '1980-01-01', '2019-12-30')

# AMAZON(AMZN), 2017
df = fdr.DataReader('AMZN', '2017-01-01', '2019-12-31')

# Samsung(005930), 1992-01-01 ~ 2018-10-31
df = fdr.DataReader('068270', '1992-01-01', '2019-10-31')

# country code: ex) 000150: Doosan(KR), Yihua Healthcare(CN)
df = fdr.DataReader('000150', '2018-01-01', '2019-10-30') # KRX
df = fdr.DataReader('000150', '2018-01-01', '2019-10-30', exchange='KRX') # KRX
df = fdr.DataReader('000150', '2018-01-01', '2019-10-30', exchange='SZSE') # SZSE
df = fdr.DataReader('000150', '2018-01-01', '2019-10-30', exchange='심천') # SZSE

# KRX delisting stock data 상장폐지 종목 데이터 (상장일~상장폐지일)
df = fdr.DataReader('036360', exchange='krx-delisting')

# KOSPI index, 2015 ~ Now
ks11 = fdr.DataReader('KS11', '2015-01-01')

# Dow Jones Industrial(DJI), 2015 ~ Now
dji = fdr.DataReader('DJI', '2015-01-01')

# USD/KRW, 1995~Now
usdkrw = fdr.DataReader('USD/KRW', '1995-01-01')

# Bitcoin KRW price (Bithumbs), 2016 ~ Now
btc = fdr.DataReader('BTC/KRW', '2016-01-01')

# KRX stock symbol list and names
krx = fdr.StockListing('KRX')

# KRX stock delisting symbol list and names 상장폐지 종목 전체 리스트
krx_delisting = fdr.StockListing('KRX-DELISTING')

# S&P 500 symbol list
sp500 = fdr.StockListing('S&P500')

Using FinanceDataReader

Tutorials

FinanceDataReader Notebooks

2018-2020 FinanceData.KR

financedatareader's People

Contributors

financedata avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.