symbiosis11503

symbiosis11503 / invest-system

Public

Taiwan Stock Analysis: 8M+ data points, EPS/Chipdata/Intelligence, AI Sentiment, 6-page Dashboard, TWSE OpenAPI Integration

13
9
100% credibility
Found Mar 23, 2026 at 13 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

Open-source toolkit for collecting financial market data from Taiwan stocks, futures, and international sources, backtesting trading strategies, AI-analyzing news sentiment, monitoring social media, and viewing results via a mobile-friendly web dashboard.

How It Works

1
🔍 Discover the investment helper

You find this free open tool online that gathers market data, tests trading ideas, and watches news for smart insights.

2
💻 Set it up easily

You follow friendly instructions to get it running on your computer in just a few minutes.

3
📥 Gather market history

It pulls in years of stock prices, futures, and global trends automatically so you have all the data ready.

4
🧪 Test trading strategies

You try out simple strategies like trend following or momentum to see how they would have performed in the past.

5
📰 Watch news and social buzz

It collects headlines and online chatter, then uses smart analysis to show if the market feels positive or negative.

6
📱 Check your personal dashboard

Open a clean web page on your phone or laptop to view charts, reports, and mood summaries anytime.

🎉 Invest with confidence

Now you have tested ideas, real-time insights, and clear overviews to make better decisions without guesswork.

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Star Growth

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AI-Generated Review

What is invest-system?

This Python toolkit pulls 8M+ historical data points from Taiwan Stock Exchange (TWSE), Taiwan Futures Exchange (TAIFEX), and yfinance for stocks like 2330.TW, futures, and globals like gold or BTC. It runs backtests on five classic strategies via CLI commands like `backtest.py ma_cross --symbol 2330.TW`, analyzes RSS news sentiment with Groq AI, and spins up a responsive 6-page Flask dashboard for K-lines, performance charts, and mood indicators. Developers get instant Taiwan stock exchange analysis without scraping hassles.

Why is it gaining traction?

Unlike generic invest systems or distant ones like lingohr europa systematic invest, it natively hits TWSE OpenAPI for Taiwan stock 2330 and holidays data up to 2026, with one-click batch downloads spanning 28 years. The AI sentiment daemon updates market mood every minute, and Telegram/Threads/X monitors feed real-time intel into the dashboard—features rare in but taiwan github repos. Free Groq integration keeps costs zero for quick prototypes.

Who should use this?

Taiwan-based traders backtesting on TWSE listings or TAIFEX futures; quant devs prototyping strategies without paid data feeds; hobbyists tracking 2330.TW chipdata, EPS, or sentiment amid raiffeisen systematic invest equity v volatility.

Verdict

Solid forkable base for Taiwan stock workflows despite 13 stars and 1.0% credibility score signaling early maturity—docs shine, MIT license invites tweaks, but expect tweaks for production. Grab it if TWSE is your playground.

(198 words)

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