Real-Time Stock Momentum Web Scraper
Overview
A real-time stock data system built around StockTitan.net's Gold Membership stream. Python scripts extract live market data (symbol, price, volume, % change, float) every few seconds, a custom dashboard displays the top 10 momentum stocks, and a text-to-speech module announces the latest symbol — all suitable for live YouTube broadcasts. Outcome: Delivered a low-latency dashboard (under 1.2 seconds end-to-end) with live audio announcements that the client now uses for real-time market broadcasts.
Architecture & Pipeline
flowchart LR
n0["StockTitan StreamGold Membership feed"]
n1["Live ScraperPython · Selenium · BeautifulSoup"]
n2["Process Top-10Rolling list"]
n3["Live DashboardFlask · HTML/CSS/JS"]
n4["TTS AnnouncergTTS audio"]
n5["YouTube Live Broadcast< 1.2s end-to-end latency"]
n0 --> n1
n1 --> n2
n2 --> n3
n3 --> n4
n4 --> n5
classDef step0 fill:#f1f5f9,stroke:#64748b,color:#1e293b,stroke-width:2px,rx:10,ry:10;
classDef step1 fill:#ecfeff,stroke:#06b6d4,color:#1e293b,stroke-width:2px,rx:10,ry:10;
classDef step2 fill:#f0fdfa,stroke:#0d9488,color:#1e293b,stroke-width:2px,rx:10,ry:10;
classDef step3 fill:#ecfdf5,stroke:#10b981,color:#1e293b,stroke-width:2px,rx:10,ry:10;
classDef step4 fill:#fffbeb,stroke:#f59e0b,color:#1e293b,stroke-width:2px,rx:10,ry:10;
class n0 step0;
class n1 step1;
class n2 step2;
class n3 step2;
class n4 step3;
class n5 step4;
End-to-end flow derived from this project's scope and tech stack. Tap View Fullscreen for a larger view, or scroll horizontally on small screens.
Key Features
- Live scraping of StockTitan's Gold Membership stream
- Dynamic dashboard refreshing every few seconds
- Voice synthesis announces the latest stock symbol
- Maintains a rolling list of the 10 most recent entries
- Sub-1.2-second end-to-end latency
- Setup guide and tutorial video included
- Tech Stack:** Python, Selenium, BeautifulSoup, Flask, gTTS, HTML, CSS, JavaScript