kbarbel640-del Social Signals
Analyze cryptocurrency social signals from Twitter/X, news sources, and KOL (Key Opinion Leader) discussions.
Data Sources
- Elfa: Trending tokens from web3 KOLs on X/Twitter
- TokenAnalysis: Comprehensive token analysis with social metrics
- SerpAPI: Google News search for crypto topics
- Twitter: Direct tweet search and user timelines
Commands
Get Trending Tokens
python3 {baseDir}/scripts/signals.py trending
Get tokens currently trending among crypto KOLs.
Token Sentiment
python3 {baseDir}/scripts/signals.py sentiment "<token>"
Get social sentiment analysis for a specific token (e.g., BTC, ETH, SOL).
Search News
python3 {baseDir}/scripts/signals.py news "<query>"
Search recent crypto news for a topic.
Event Summary
python3 {baseDir}/scripts/signals.py events "<keyword>"
Get event summary from social mentions for a keyword.
Full Analysis
python3 {baseDir}/scripts/signals.py analyze "<token>"
Comprehensive analysis combining price, social, and news signals.
Output Format
Results include:
- Token symbol and current metrics
- Sentiment score (-1 to 1) and label (bullish/bearish/neutral)
- Mention counts and social volume
- Key discussion topics
- Recent news headlines
Requirements
UNIFAI_AGENT_API_KEY- UnifAI SDK key for social signal toolsGOOGLE_API_KEY- Gemini API key for analysis
Example Usage
User: "What's the social sentiment on Solana?"
Assistant: I'll analyze the social signals for SOL.
python3 {baseDir}/scripts/signals.py sentiment "SOL"
User: "What tokens are KOLs talking about?"
Assistant: Let me check what's trending among crypto KOLs.
python3 {baseDir}/scripts/signals.py trending
Signal Types
| Signal | Source | Description |
|---|---|---|
| Sentiment | TokenAnalysis | Overall social sentiment score |
| Trending | Elfa | KOL-driven trending tokens |
| News | SerpAPI | Recent news articles |
| Mentions | Tweet volume and engagement |
Notes
- Social signals are lagging indicators - use with caution
- KOL sentiment can shift rapidly
- News sentiment may not reflect market direction
- Best used in combination with market data