Shiguang AI StudioDigital Products
PTT Stock Board Sentiment Radar
Stop scrolling through PTT page by page. Scan up to hundreds of recent posts at once and get discussion heat rankings and title-wording trends sent to your phone. Add a free Gemini API key to get one-sentence summaries of the author's view in popular [ticker] posts.
Why You Need This Pack
Want to know which stocks retail investors have been talking about? The most direct place is PTT's Stock board. But with hundreds of posts a day, it's impossible to scroll through them all.
You might be struggling with these:
"Too many posts, no key points." News, research, stock picks, and questions are all mixed together. After reading a full page, you still don't know which stock everyone is arguing about today.
"Titles only name the company, so I can't tell which stock it is." Some write the ticker code, others use short names, and you have to match them yourself.
"I want to track changes in discussion heat, but there's no record." Which stock was hot yesterday, and who suddenly drew a lot of attention this week? It's hard to say from memory.
What this package solves
Turn "scrolling PTT" into "reading one ranking." The program identifies stock codes and short company names in titles, counts posts and push comments, and compiles a heat ranking. Every result is saved so you can compare them later.
Contents
1️⃣ Main program ptt_radar.py
- Scans the latest 5 pages of PTT's Stock board (adjustable), covering only six categories: Targets, Intel, News, Analysis, Questions, and Discussion.
- Automatically recognizes stock codes and short company names in titles. The name list is read directly from TWSE and TPEx, so newly listed stocks are included.
- Heat ranking: post count plus push count. Title wording is tallied for bullish and bearish tone.
- Filters out common name collisions (personal names, foreign companies), and you can add your own.
- Each result is saved as JSON, with the post titles for each stock attached.
2️⃣ Optional: AI author-view summaries
Enter a free Gemini key from Google, and each popular [stock] post gets a one-sentence summary of why the author is bullish or bearish. It only restates the author's view and adds no AI advice. Each post links to the original. Posts already summarized are not repeated.
3️⃣ Telegram push notifications, double-click launcher, settings template .env.example
4️⃣ 使用說明.md (User Guide)
Installation, Telegram and Gemini setup, how each indicator is calculated, daily automatic runs with Windows Task Scheduler, adjustment options, and 9 troubleshooting tips.
Who It's For / Who It's Not For
30-second self-check: is this package right for you?
Check the boxes that apply to you.
✅ This package is for you if...
- You read PTT's Stock board but don't have time to scroll through posts one by one.
- You want to observe retail discussion heat as one of your research references.
- You want to receive an organized ranking in Telegram at a set time every day.
- You're willing to follow the guide and install Python once.
❌ This package is not for you if...
- You want stock tips or buy/sell signals. Heat only reflects discussion volume and does not mean prices will rise.
- You need real-time intraday monitoring that updates every few minutes. (Please use PTT responsibly; high-frequency scraping is not recommended.)
- You need other forums like Dcard or Mobile01. Currently, only PTT's Stock board is supported.
- You only use a phone and don't have a computer.
FAQ
Do I have to apply for a key?
No. The program runs without any keys, and results are shown on screen and saved. To receive push notifications on your phone, you need a Telegram bot. For AI summaries, you need a Gemini key (free from Google, with a daily usage limit).
Will it go up if heat is high?
No. Heat only reflects how much something is discussed. Title wording is keyword statistics, and AI summaries only restate the author's view. This tool is for information organization and learning only and does not constitute investment advice. Data may be delayed or inaccurate. Make your own investment decisions and assume the risks.
Could it identify stocks incorrectly?
Numeric codes are always accurate. Short company names occasionally collide with personal names or foreign companies (for example, "Samsung"). The program filters out common collisions, and you can add your own exclusion list.
Could PTT block me?
The program waits 1.5 seconds between pages and scans only 5 pages at a time by default. Running it once or twice a day, as the guide describes, is fine. Please don't change it to run every few minutes.
Can it run automatically in the cloud?
The guide focuses on Windows Task Scheduler (runs while your computer is on). The program is standard Python and can run on your own server, but some cloud data center IPs may be unable to reach PTT.
What file format is it?
One zip containing Python source code, a settings template, Windows double-click launchers, and two Markdown guides. All files can be opened in Notepad.
Can I modify the code and use it for work?
You may modify the code freely for personal use and internal use within your own team. Please don't resell it, share the download link, or modify it to sell as your own product.
Will it be updated?
We don't promise regular updates. When an update is available, use the original download link to get the new version at no extra charge.
Can I get a refund if I'm not satisfied?
Yes. Per Portaly platform rules, you may request a refund within 7 days of purchase. If the files won't open or the program won't run, please email xyzhkwork@gmail.com first, and we'll help you resolve the issue.
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Launch offer valid until 2026-11-25
This page was machine-translated from Traditional Chinese. If anything differs, the Traditional Chinese original prevails. Purchases and support are in Traditional Chinese.