Hotspot Tracking System · How It Works
Detect anomalies from raw data, classify signals by stage and strength, and identify early opportunities and strong signal resonance.
① Data Input Layer
Section titled “① Data Input Layer”On-Chain Data
Section titled “On-Chain Data”- DEX Trading Data
- Wallet / Smart Money Data
- Token Creation Data
- Holdings / Token Distribution
- Liquidity / Pool Data
Social Data
Section titled “Social Data”- Real-Time X Posts
- Telegram Group Messages
- KOL / Influencer Signals
- Reddit / Forums
- Keyword / Narrative Trends
Market Data
Section titled “Market Data”- Token Price / Volume
- Buy / Sell Activity
- Market Cap
- Price Change / Volatility
- Large Trades / Transfers
② Data Processing Layer
Section titled “② Data Processing Layer”Data Cleaning
Data Normalization
Feature Extraction
Real-Time Computation
Continuous monitoring across multiple time windows
(1m / 5m / 30m / 1h)
③ Anomaly Detection Layer
Section titled “③ Anomaly Detection Layer”The system identifies abnormal signals across multiple dimensions.
Capital
Section titled “Capital”Capital Inflows / Large Buys
Trading
Section titled “Trading”Volume / Buy-Sell Activity
Social
Section titled “Social”KOL Mentions / Hotness
Distribution
Section titled “Distribution”Top 10 Holder Share
Behavior
Section titled “Behavior”Migration / Smart Money / Related Tokens
④ Signal Flow / Stage Evolution
Section titled “④ Signal Flow / Stage Evolution”① Stage 1 · Early Market Move
Section titled “① Stage 1 · Early Market Move”Detect anomalies before migration and spot opportunities early.
🔹 Anomaly Signal
New Token / Unusual Order
🔹 Enhanced Signal
Accelerating Net Buys / KOL First Mention
🔴 Strong Resonance
Capital + Social Amplification
② Stage 2 · Migration Expansion
Section titled “② Stage 2 · Migration Expansion”Around migration, capital, trading activity and participation continue to grow.
🔹 Anomaly Signal
Post-Migration Volume Expansion
🔹 Enhanced Signal
Buyer Growth / Volume Expansion
🔴 Strong Resonance
Capital + Users + X
③ Stage 3 · Pullback Absorption
Section titled “③ Stage 3 · Pullback Absorption”After the first peak, the token pulls back, then shows renewed activity within 2h, indicating sustained attention and potential recovery.
🔹 Anomaly Signal
Pullback / Dip
🔹 Enhanced Signal
Renewed Volume Within 2h
🔴 Strong Resonance
Capital Recovery + Attention Return
Core Logic
Section titled “Core Logic”Raw Data → Data Processing → Multi-Dimensional Anomaly Detection → Stage Classification → Signal Strength → High-Value Opportunities
⑤ Signal Display Layer
Section titled “⑤ Signal Display Layer”Primary Signal
Section titled “Primary Signal”(Stage + Core Signal)
- Current Stage Identification
- Core Signal Summary
- Opportunity Strength Rating
Secondary Signals
Section titled “Secondary Signals”(Supporting Analysis / Trading Guidance)
- Supporting Signal Confirmation
- Risk Alerts
- Trading Reference
Evidence
Section titled “Evidence”(On-Chain + X + Market)
- On-Chain Data Evidence
- X Sentiment Evidence
- Market Data Support
Example Signal Card
Section titled “Example Signal Card”Strong Confluence
Section titled “Strong Confluence”Stage 3: Pullback Absorption
SOL / USDC
Confidence
★★★★★ 86%
Signal Strength
⑥ Outputs
Section titled “⑥ Outputs”- Homepage Opportunity Discovery Engine
- Real-Time Alerts
- Daily Performance
- Model Optimization Feedback
Data Update Mechanism
Section titled “Data Update Mechanism”Real-Time Data Collection · Second-Level Updates
Monitoring Frequency
Section titled “Monitoring Frequency”Continuous Monitoring Across Multiple Timeframes
Time Windows
Section titled “Time Windows”1m / 5m / 30m / 1h
Stage Refresh
Section titled “Stage Refresh”Real-Time Updates
Alert Delivery
Section titled “Alert Delivery”Instant Alerts (App / Email / WeChat)