sp500-real-time-data 开源项目推荐（15 个）

MBKraus /Python_Portfolio__VaR_Tool

基于Python的投资组合/股票小工具，从雅虎财经获取数据，计算不同类型的风险价值（VaR）指标及许多其他（事后）风险/回报特征，涵盖个股和投资组合、独立及基于wxPython构建的基准测试

jcwill415 /Stock_Market_Data_Analysis

Scrape, analyze & visualize stock market data for the S&P500 using Python. Build a basic trading strategy using machine learning to assess company performance and determine buy, sell, hold. Read me & instructions available in Spanish. This is a working repo, with plans to expand the project from technical analysis to fundamental analysis.

0xbuya /sp500discordalerts

A free Discord bot that pulls and organizes data from two sources, a list of the S&P 500 index from Wikipedia (as it's a commonly updated sources), and a configurable API (currently Finnhub) tracking SEC Form 4 reporting. SEC Form 4 pertains to insider trading, which can be used as a research source prior to making market decisions.

chemicoPy /SP500-data

Data scraping approach - storing S&P 500 data (both historical and real-time) for intervals 1-minute, 5-minute, 30-minute and Daily; and update it periodically. Data is via Alpha Vantage API. The hopeful vision of this project is for the data fetched to be used for any related form(s) of Data Analysis

warlockJay /Machine-Learning-on-S-P-500-Companies

Applied Basic Machine Learning on List of S&P 500 Companies using Yahoo Finance

VanHes1ng /Stock-Market-Volatility

This system is designed to provide valuable insights into future market movements, enabling users to make informed decisions regarding their investments without directly executing trades. It leverages the VIX (CBOE Volatility Index) as a key indicator for predicting trends, in the SPY (S&P 500 ETF) market.

9inoxx /DeltaU

A backtesting and performance analysis package

abhiig0802 /sp500-volatility-forecasting

Do ML models beat HAR at forecasting S&P 500 volatility? Six models, 300 out-of-sample dates, Diebold-Mariano tests. Answer: no. MSc dissertation, Cardiff University.

Supawitk /x500-beta

S&P 500 Real-Time Dashboard — Multi-source news, technical analysis, pattern matching, SEC filings

ShamsurShafi05 /SP500-ML-Backtesting

S&P 500 next-day movement predictor using Random Forest, VIX, and real-time news sentiment (NewsAPI + Groq/Llama 3.3). Includes walk-forward backtesting and a live Streamlit dashboard.

Michaelzats /Stock-Recommendations

That tool extracts an average score of all stocks in the SP500 index from Yahoo Finance and produces the xlsx file with all the stocks' scores. The tool can be used so to quickly find the most ambitious stocks according to yahoo finance experts

michaeldeneff /Twitter-VS-Stock-Price

To find out the true impact of tweets associated with a given company's ticker abbreviation on their daily stock trends, either positive or negative.

Habeeb-MD /stock-dashboard

S&P 500 Stock Dashboard

ialexd /A-bit-of-everything

Projects, etc.

joshuazesu /sp500marketpredictor

📊 S&P500 Market Direction Predictor built with Python, Jupyter and Random Forest Classifier.