forecast_region_flow
CommunityPredict future regional flow trends.
Data & Analytics#forecasting#trajectory analysis#urban planning#spatiotemporal analysis#regional flow
Authorbettercallfan
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill predicts future people or vehicle flow for target regions based on historical regional activity series or raw trajectory points, helping with regional decision support.
Core Features & Use Cases
- Forecasting: Predicts future regional flow trends.
- Input Types: Accepts historical regional activity series or raw trajectory points.
- Use Case: For city planners who need to anticipate future traffic patterns or for event organizers looking to predict crowd flow in a specific area.
Quick Start
Run the forecast_region_flow skill with the following command:
python3 scripts/forecast_region_flow.py \
--input /path/to/region_heat.jsonl \
--output-dir /path/to/output \
--group-col geohash \
--metric-col activity_count \
--time-col time_bucket \
--time-bucket day \
--forecast-steps 3
Dependency Matrix
Required Modules
None requiredComponents
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: forecast_region_flow Download link: https://github.com/bettercallfan/deerflow/archive/main.zip#forecast-region-flow Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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