{"categories":[{"label":"WWW/HTTP","url":"https://skillfed.io/packages/category/internet-www-http/4"}],"enrichment":{"capability":"Scrapes Korean stock and bond market data from KRX and Naver, returning OHLCV, ticker lists, fundamentals, and price changes as pandas DataFrames.","skillfed_tags":["korean-markets","financial-data","web-scraping"],"use_cases":["Backtest trading strategies using historical OHLCV data for Korean stocks across multiple markets","Build a stock screener that filters Korean equities by fundamentals like PER, EPS, or dividend yield","Analyze price movements and volatility for Korean bonds and stocks over custom date ranges","Populate a local database with daily market snapshots for portfolio tracking or research","Fetch current ticker lists and company names to cross-reference with external data sources"],"what_it_does":"PyKrx is a Python library that scrapes stock and bond market data from Korea's KRX (Korean Exchange) and Naver financial services. It retrieves ticker lists, OHLCV (open-high-low-close-volume) data, price changes, and fundamental metrics like PER, EPS, and DIV for stocks across KOSPI, KOSDAQ, and KONEX markets. Data is returned as pandas DataFrames, making it suitable for analysis and backtesting workflows.\n\nThe library requires Python 3.10 or later and depends on requests, pandas, numpy, deprecated, multipledispatch, and matplotlib. Some APIs require KRX member credentials (KRX_ID and KRX_PW environment variables). The package includes explicit disclaimers that scraped data is for reference only, carries no warranty, and users bear full responsibility for investment decisions or legal compliance when using the data commercially.","worth_installing":"Yes, if you need Korean market data for research, backtesting, or portfolio analysis. The library is actively maintained, has low install friction, and carries a permissive MIT license. Be aware that it scrapes third-party data (KRX and Naver), so respect rate limits, verify data accuracy against official sources, and comply with terms of service for commercial use. Authentication is required for some APIs."},"id":"pykrx","links":{"html":"https://skillfed.io/packages/pykrx","md":"https://skillfed.io/packages/pykrx.md","pypi":"https://pypi.org/project/pykrx/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-05-04","license_spdx":null,"license_treatment":"permissive","name":"pykrx","python_support":"supports_current","summary":"KRX data scraping"},"popularity":{"monthly_downloads":414414,"position":6833,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.2.8"}