Codex-Crusader

Codex-Crusader / le_Market_Intelligence_Platform

Public

An explainable market analysis system that combines technical indicators and news sentiment to generate clear buy/sell signals with reasoning through an interactive dashboard

lemarketintelligenceplatform-vsr4ernrtqqduydam2onapp.streamlit.app cryptocurrency data-analysis data-pipeline financial-analysis market-analysis
10
1
100% credibility
Found Apr 03, 2026 at 10 stars -- GitGems finds repos before they trend. Get early access to the next one.
Sign Up Free
AI Analysis
Python
AI Summary

A dashboard providing composite market signal scores for 24 assets across commodities, cryptocurrencies, tech stocks, and indices using public price data and news sentiment.

How It Works

1
🔍 Discover PulseEngine

You hear about a free tool that gives clear insights into markets like stocks, crypto, and commodities.

2
🌐 Try the live dashboard

Visit the online demo to see real-time analysis without any setup.

3
📱 Pick an asset

Choose a category and asset, like Bitcoin or Gold, to focus on what interests you.

4
📊 Unlock market signals

Watch a composite score reveal bullish or bearish trends, backed by price moves, news feelings, and smart explanations.

5
🔄 Run full market scan

Trigger a quick background check on all 24 assets for top movers and heatmaps.

🎉 Stay market-savvy

Enjoy auto-updates every 30 minutes with charts, news clusters, and backtests to make sense of the markets.

Sign up to see the full architecture

4 more

Sign Up Free

Star Growth

See how this repo grew from 10 to 10 stars Sign Up Free
Repurpose This Repo

Repurpose is a Pro feature

Generate ready-to-use prompts for X threads, LinkedIn posts, blog posts, YouTube scripts, and more -- with full repo context baked in.

Unlock Repurpose
AI-Generated Review

What is le_Market_Intelligence_Platform?

PulseEngine is a Python-based dashboard that delivers explainable market analysis for 24 assets across commodities, crypto, tech stocks, and indices. It combines technical indicators like trend, RSI, and momentum with news sentiment from 12 public RSS feeds to generate clear buy/sell signals scored from -10 (strong bearish) to +10 (strong bullish), complete with human-readable reasoning on factors like contradictions and confidence. Developers get a live Streamlit app with auto-refreshing views, backtesting, heatmaps, and historical snapshots—all powered by free Yahoo Finance data and VADER sentiment, no paid APIs needed.

Why is it gaining traction?

In the growing explainable AI market—where XAI projects on GitHub like explainable machine learning tools for finance are hot—this stands out by fusing technical analysis and sentiment into transparent buy/sell signals with full breakdowns, not black-box predictions. The interactive dashboard shows top movers, news clusters, and "why it matters" insights, making it dead simple to spot catalysts like central bank events or earnings. Early adopters dig the zero-setup Docker deploy and CLI scan mode for batch analysis.

Who should use this?

Quant hobbyists monitoring crypto volatility or commodity swings, indie traders needing quick sentiment-augmented TA without building from scratch, and data scientists prototyping explainable AI in marketing or finance dashboards. It's perfect for devs evaluating explainable AI market size tools before committing to complex setups like explainable boosting or LLMs.

Verdict

Grab it if you're tinkering with GitHub explainable AI projects—solid docs, MIT license, and a live demo make it easy to extend, despite low maturity (10 stars, 1.0% credibility). Worth forking for custom signals, but production traders should backtest thoroughly first.

(198 words)

Sign up to read the full AI review Sign Up Free

Similar repos coming soon.