{"repo":"The-Pulse-Engine/Pulse-Engine_Market_Intelligence_Platform","free":true,"listed":false,"github":"https://github.com/The-Pulse-Engine/Pulse-Engine_Market_Intelligence_Platform","clone":"git clone https://github.com/The-Pulse-Engine/Pulse-Engine_Market_Intelligence_Platform.git","description":"An explainable market analysis system that combines technical indicators and news sentiment to generate clear buy/sell signals with reasoning through an interactive dashboard","language":"Python","stars":13,"topics":["cryptocurrency","data-analysis","data-pipeline","financial-analysis","market-analysis","python","sentiment-analysis","stock-market","streamlit","trading-signals"],"license":null,"category":"blockchain-web3","readme_excerpt":"PulseEngine Originally Created by Bhargavaram Krishnapur (Codex-Crusader) LINK TO LIVE DEPLOYMENT: HERE!!! --- A real-time market analysis dashboard that combines technical price indicators, multi-source news sentiment, and event-driven signal generation into a single composite score for 24 tracked assets across commodities, cryptocurrencies, technology equities, and market indices. All data is sourced from free, publicly available feeds. No proprietary APIs, no paid data subscriptions, and no trading execution. The platform is an analytical tool only. --- Table of Contents - Overview - Features - Architecture - Asset Coverage - Quick Start - Quick Start (Docker) - Installation - Running the Dashboard - Running a Full Scan - Configuration - Signal Interpretation - Data Storage - Backtesting - Project Structure - Documentation - Roadmap - Contributing - Disclaimer - License --- Overview The platform processes data from two independent sources on each analysis cycle: - Price data — 30-day OHLCV history fetched from Yahoo Finance via yfinance - News data — up to 300 articles ingested in parallel from 12 curated RSS feeds, deduplicated using Jaccard similarity, and scored using VADER sentiment analysis augmented with a financial lexicon These two streams are merged into a composite signal score ranging from -10 (Strong Bearish) to +10 (Strong Bullish) using weighted contributions from six sub-components: trend direction, price momentum, RSI oscillator reading, news sentiment, tre","default_branch":null,"files":null,"tree":[],"storefront":"/r/The-Pulse-Engine","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/The-Pulse-Engine/Pulse-Engine_Market_Intelligence_Platform/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}