mine_trajectory_patterns

Community

Discover frequent travel patterns and recurring commuting sequences.

Authorbettercallfan
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps users identify frequent travel patterns, recurring commuting sequences, repeated geohash chains, or multi-stop trip patterns from staypoints.

Core Features & Use Cases

  • Frequent Pattern Mining: Extracts repeated grid sequences from staypoint data.
  • Commuting Sequence Analysis: Identifies recurring commuting sequences and patterns.
  • Use Case: For a city planner, this Skill can be used to understand common commuting routes and patterns in the city.

Quick Start

Run the mine_trajectory_patterns skill with the input file 'staypoints.jsonl' and output directory '/path/to/output'.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 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: mine_trajectory_patterns
Download link: https://github.com/bettercallfan/deerflow/archive/main.zip#mine-trajectory-patterns

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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