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Top 23 Python financial-data Projects
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awesome-quant
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
No, it looks more like a Rust equivalent of libraries like ffn (financial functions for python) or many of the other ones listed here https://github.com/wilsonfreitas/awesome-quant
Using rust to do exploratory analysis in python seems like a misguided idea. But using rust to productize models that have performance and accuracy sensitivities, the things that C/C++ is still used for, indeed sounds like a good idea.
Most of the python libraries used in finance, like numpy/pandas, call out to C for performance reasons; the libraries are essentially python bindings + syntax to C functions. It would be interesting to think about replacing that backend with rust.
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akshare
AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库 (by akfamily)
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Project mention: Work with First, Second and Third Order Greeks Through the Finance Toolkit | news.ycombinator.com | 2024-01-17
Over the last year I've spend a significant amount of time creating a Finance Toolkit in Python, it currently features over 150+ different metrics such as financial ratios, models, risk and performance metrics, technical indicators, macro-economic parameters and since today also all Greeks.
The Finance Toolkit is written in Python and is meant as a free solution to acquire a large range of financial metrics. My goal is to make financial calculations accessible to everyone as there is no point in reinventing the wheel over and over again which I've seen countless of times happen given that I work in the Financial Sector myself.
If you are interested give it a go: https://github.com/JerBouma/FinanceToolkit and find the recent release notes here that talk about the Greeks: https://github.com/JerBouma/FinanceToolkit/releases/tag/v.1....
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tda-api
A TD Ameritrade API client for Python. Includes historical data for equities and ETFs, options chains, streaming order book data, complex order construction, and more.
Project mention: tda-api: NEW Derivatives and Hedging - star count:1219.0 | /r/algoprojects | 2023-12-09 -
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yahoofinancials
A powerful financial data module used for pulling data from Yahoo Finance. This module can pull fundamental and technical data for stocks, indexes, currencies, cryptos, ETFs, Mutual Funds, U.S. Treasuries, and commodity futures.
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web-scraping
Detailed web scraping tutorials for dummies with financial data crawlers on Reddit WallStreetBets, CME (both options and futures), US Treasury, CFTC, LME, MacroTrends, SHFE and alternative data crawlers on Tomtom, BBC, Wall Street Journal, Al Jazeera, Reuters, Financial Times, Bloomberg, CNN, Fortune, The Economist
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FX-1-Minute-Data
HISTDATA - Dataset composed of all FX trading pairs / Crude Oil / Stock Indexes. Simple API to retrieve 1 Minute data (and tick data) Historical FX Prices (up to date).
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Project mention: New Tools Dig Deeper into Hard-to-Aggregate US Corporate Data | news.ycombinator.com | 2024-01-02
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Quantropy
Financial pipeline for the data-driven investor to research, develop and deploy robust strategies. Big Data ingestion, risk factor modeling, stock screening, portfolio optimization, and broker API.
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Project mention: Show HN: Tessa – simple access to price information of financial assets | news.ycombinator.com | 2024-02-12
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dMLTresearch
Beginner friendly guide into the world of investing, quant data analysis and algorithmic trading.
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python financial-data discussion
Python financial-data related posts
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RustQuant: A Library for Quantitative Finance
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tda-api: NEW Derivatives and Hedging - star count:1219.0
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tda-api: NEW Derivatives and Hedging - star count:1219.0
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tda-api: NEW Derivatives and Hedging - star count:1219.0
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tda-api: NEW Derivatives and Hedging - star count:1219.0
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tda-api: NEW Derivatives and Hedging - star count:1219.0
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tda-api: NEW Derivatives and Hedging - star count:1219.0
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www.saashub.com | 8 Dec 2024
Index
What are some of the best open-source financial-data projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | awesome-quant | 18,416 |
| 2 | yfinance | 15,026 |
| 3 | akshare | 9,664 |
| 4 | alpha_vantage | 4,296 |
| 5 | FinanceToolkit | 3,007 |
| 6 | pandas-datareader | 2,964 |
| 7 | investpy | 1,668 |
| 8 | tda-api | 1,268 |
| 9 | jqdatasdk | 931 |
| 10 | yahoofinancials | 917 |
| 11 | web-scraping | 731 |
| 12 | sec-edgar-downloader | 501 |
| 13 | FX-1-Minute-Data | 504 |
| 14 | twelvedata-python | 393 |
| 15 | simfin | 302 |
| 16 | sec-edgar-financials | 143 |
| 17 | EDGAR | 141 |
| 18 | Quantropy | 141 |
| 19 | FinBERT-QA | 121 |
| 20 | tessa | 44 |
| 21 | dMLTresearch | 33 |
| 22 | Finviz-Scraper | 29 |
| 23 | financial-dataset-generator | 28 |
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