transbigdata-grid
CommunityMap GPS trajectories to optimized spatial grids
Authorni1o1
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Transforms raw GPS and trajectory data into discrete spatial grids so users can aggregate, visualize, and analyze mobility patterns at city or regional scales.
Core Features & Use Cases
- Generate grid parameters from bounding boxes or GeoDataFrames and create rectangular, triangular, or hexagonal grids for a study area.
- Map GPS points to grid cells and retrieve grid centers or polygons for aggregation, heatmaps, and spatial joins.
- Support Geohash encoding and decoding, and optimize grid parameters to improve spatial aggregation accuracy.
- Use cases include taxi trip heatmaps, OD matrix extraction, urban hotspot detection, and combining grid outputs with administrative boundaries.
Quick Start
Create 500m rectangular grid parameters for a bounding box and map a CSV of GPS points to grid cell identifiers for aggregation.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: transbigdata-grid Download link: https://github.com/ni1o1/claude-skill-transbigdata/archive/main.zip#transbigdata-grid Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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