road-traffic-analysis
CommunityAnalyze road traffic with real-time data, forecasts, and anomaly detection.
Authorbettercallfan
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides comprehensive road traffic analysis capabilities, including real-time data retrieval, traffic forecasting, anomaly detection, and in-depth knowledge retrieval from a specific annual traffic report.
Core Features & Use Cases
- Real-time Traffic Analysis: Retrieve current traffic conditions, including routes, weather, geocoding, and nearby traffic.
- Traffic Forecasting: Predict future traffic flow based on historical data.
- Anomaly Detection: Identify and analyze unusual traffic patterns or events.
- RAG Retrieval: Retrieve specific facts and context from a 2024 Xi'an traffic annual report.
- Use Case: A city planner may use this Skill to predict traffic congestion before an event and analyze historical trends to improve infrastructure planning.
Quick Start
Use the road-traffic-analysis skill to predict traffic flow for the next 24 hours using the data in 'traffic.csv'.
Dependency Matrix
Required Modules
pandasadtkstatsforecastbaidu-aip
Components
scriptsreferencesassets
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: road-traffic-analysis Download link: https://github.com/bettercallfan/deerflow/archive/main.zip#road-traffic-analysis Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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