Ohlc Python Packages

mplfinance

Financial Markets Data Visualization using Matplotlib

twelvedata

Twelve Data Python Client - Financial data API & WebSocket

pricehub

PriceHub: Unified Python Package for Collecting OHLC Prices from Binance, Bybit, OKX, Coinbase, Kraken APIs into a DataFrame

tacharts

Apply popular TA tools and charts to candlestick data with NumPy.

market-prices

Get meaningful OHLCV datasets

aitrados-api

OHLC,news,economic event restfull api and WebSocket API for specifically designed for AI quantitative trading/training.Multiple Timeframes,Multiple-Symbols-Multiple-Timeframes

powernse

Download and use official NSE India equity archives via CLI and Python

exness-data-preprocess

Professional forex tick data preprocessing with unified DuckDB storage, Phase7 OHLC schema, and sub-15ms query performance

adona-market-data

Python client for the adona-robot market-data API: FX and metals candles from one second to one day, and the live bid and ask.

dexscraper

Real-time DexScreener scraper python SDK for multi-chain token discovery, filtering, and OHLC/OHLCVT export for metatrader and bots.

ejtraderdb

Python module for Persistent SQLite data, Dict and Queue and QuestDB

py-cc-ohlcv

Python3 scripts to scrape historical price data (candlesticks) for cryptocurrency price pairs from various exchanges.

whichfirst

Which barrier came first? Audit the triple-barrier labels that OHLC data cannot identify.