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FinanceData.KR edited this page Feb 6, 2020 · 23 revisions

FinanceDataReader

FinanceData.KR Open Source Financial data reader

Overview

The FinanceDataReader is intended to complement rather than replacement pandas-datareader. The main functions are as follows.

  • Stock price(Word wide): AAPL, AMZN, GOOG ...
  • Stock price(KRX): 005930(Samsung), 091990(Celltrion Healthcare) ...
  • Indexes: KOSPI, KOSDAQ, DJI, IXIC, US500(S&P 500) ...
  • Exchanges: USD/KRX, USD/EUR, CNY/KRW ...
  • Cryptocurrency: BTC/USD (Bitfinex), BTC/KRW (Bithumb)
  • Symbol listings: KRX (KOSPI, KODAQ, KONEX), NASDAQ, NYSE, AMEX and S&P 500
  • ETF listings and prices: 한국, USA, China, Hong-Kong, Japan, UK, France

주요 기능

  • 한국거래소(KRX)와 미국3대 거래소(NASDAQ, NYSE, AMEX) 전체 상장종목 리스팅
  • S&P 500 전체 종목 리스팅
  • 국가별 ETF 전체 종목 리스팅
  • 한국, 미국, 홍콩, 중국, 일본 개별종목및 ETF 가격 데이터
  • 각종 지수, 환율, 암호화폐, 상품, 선물 가격 데이터

Install

install

pip install finance-datareader

upgrade

pip install -U 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

FinanceDataReader Notebooks

Notes

  • All stock price of KRX is adjust price and date from year 1992
    가격 데이터는 모두 수정가격(djust price)이며, 1992년 부터 현재까지 가격 데이터를 제공합니다
    (한번에 5000개의 데이터를 가져옵니다. 10년 이상 데이터를 가져오려면 두번에 나누어 가져오십시오)

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