AI SummaryTransBigData is a comprehensive Python toolkit for traffic and geospatial big data analysis, including trajectory processing, taxi OD extraction, metro network analysis, and visualization. It's ideal for transportation data scientists, urban planners, and mobility researchers handling GPS traces and spatio-temporal datasets.
Install
Copy this and paste it into Claude Code, Cursor, or any AI assistant:
I want to install the "transbigdata" skill in my project. Please run this command in my terminal: # Install skill into the correct directory mkdir -p .claude/skills/claude-skill-transbigdata && curl --retry 3 --retry-delay 2 --retry-all-errors -o .claude/skills/claude-skill-transbigdata/SKILL.md "https://raw.githubusercontent.com/ni1o1/claude-skill-transbigdata/main/SKILL.md" Then restart Claude Code (or reload the window in Cursor) so the skill is picked up.
Description
TransBigData 交通时空大数据分析工具集。适用于轨迹数据栅格化、轨迹清洗处理、出租车OD提取、公交地铁网络分析、坐标转换、数据可视化等交通大数据分析任务。
TransBigData 交通时空大数据分析
TransBigData 是一个用于交通时空大数据处理、分析与可视化的 Python 库。本插件提供了完整的使用指南。
安装
`bash pip install transbigdata `
功能模块
根据你的任务选择对应的模块： | 模块 | 适用场景 | 调用命令 | |------|----------|----------| | 栅格化 | GPS点映射到栅格、生成方形/六边形栅格、Geohash编码 | /transbigdata:transbigdata-grid | | 轨迹处理 | 轨迹清洗（漂移、冗余）、平滑、分段、停留识别、路网匹配 | /transbigdata:transbigdata-traj | | 数据预处理 | 数据质量检查、采样间隔分析、边界过滤、ID重编号 | /transbigdata:transbigdata-preprocess | | 出租车分析 | 出租车状态清洗、OD提取、载客/空驶轨迹分离 | /transbigdata:transbigdata-taxi | | 可视化 | 热力图、轨迹动画、OD流向图、底图加载 | /transbigdata:transbigdata-visualize | | 坐标转换 | WGS84/GCJ02/BD09互转、距离计算 | /transbigdata:transbigdata-coordinates | | 公交地铁 | 地铁网络建模、最短路径、换乘分析、公交到站识别 | /transbigdata:transbigdata-metroline | | 数据获取 | 获取公交线路站点、行政区划、等时圈 | /transbigdata:transbigdata-getdata |
典型工作流：出租车数据分析
`python import pandas as pd import transbigdata as tbd
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