pushthetempo/astana_traffic

Flowmatic智能城市数据集，包含按小时UTC分区的CSV文件，总共有3个文件、500行数据，文件存储在data/hourly/目录下，并有一个manifest.json索引。该数据集涉及Astana（阿斯塔纳）的交通事件数据，包括事件阶段、事件ID、事件时间、来源ID、来源名称、来源类型、来源模式、传感器类型、位置、城市、纬度、严重程度、速度（km/h）、经度、事件类型、时间戳、传输方式、置信度、传感器种类、流种类、衍生来源、车辆类型、交通密度等特征。数据经过清理，来源于模拟或半合成数据，用于表格分类任务，支持智能城市和流量分析应用。Flowmatic smart-city dataset with hourly UTC CSV partitions. 3 hour file(s), 500 total row(s). Files live under data/hourly/ and are indexed in data/hourly/manifest.json. The dataset contains traffic event data for Astana, including features such as stage, eventId, eventTime, sourceId, sourceName, sourceType, sourceMode, sensorType, location, city, Latitude, Severity, speedKmh, Longitude, eventType, timestamp, transport, confidence, sensorKind, streamKind, derivedFrom, vehicleType, trafficDensity, etc. The data is cleaned, derived from simulated or semi-synthetic sources, and is intended for tabular classification tasks, supporting smart city and traffic flow analysis applications.