The invention discloses a multi-warehouse monitoring system of an urban traffic big data platform, and the system comprises a data collection system, a data analysis system, a traffic data general control platform, an expected quality import system, a data classification evaluation system, a data quality verification system, and a quality problem analysis system. The traffic data analysis system has the beneficial effects that basic attribute analysis can be performed on traffic data by adding the data analysis system, so that understanding of the data and the environment is obtained, and the condition of the data is described; the data quality verification system is added to verify the quality problems of integrity, consistency, completeness, effectiveness and timeliness of the data, and the problems existing in the traffic data are found; by adding the quality problem analysis system, the root of the problem can be found according to the quality problem of the data, and subsequent data processing is facilitated; the traffic data can be monitored in all directions, the source of a data problem can be found, and corresponding processing measures can be taken conveniently.
本发明公开了一种城市交通大数据平台的数仓监测系统,包括数据采集系统、数据剖析系统、交通数据总控平台、预期质量导入系统、数据分类评估系统、数据质量验证系统和质量问题分析系统,本发明的有益效果是:通过加入数据剖析系统可以对交通数据进行基础属性的剖析,从而获得对数据和环境的了解,并对数据的状况进行描述;通过加入数据质量验证系统对数据进行完整性、一致性、完备性、有效性和及时性的质量问题进行验证,发现交通数据存在的问题;通过加入质量问题分析系统可以根据数据的质量问题,对问题的根源进行发现,方便进行后续的数据处理;实现对交通数据的全方位监测,并发现数据问题的源头,方便做出对应的处理措施。
Bin counting monitoring system of urban traffic big data platform
一种城市交通大数据平台的数仓监测系统
2023-05-16
Patent
Elektronische Ressource
Chinesisch
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