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Multi-dimensional stats analysis over a large dynamic dataset

Dataset size


Data entities

With complex and numerous data entities updated daily, build a user-facing website to display various trends in the data.
Developed 3 data layers to collect and analyze data arrays. Implemented trend monitoring system. Designed modern user-facing website showing resulting information. Re-calculation performed on a daily basis.
  • Research underlying data sources spread across many servers and stored in different data structures.
  • Crawl data from distributed data sources, fail-resistant. Store in one unified structure.
  • Design OLAP cube and automatically import source data.
  • Compose pre-built reports based on OLAP data to achieve better response time.
  • Implement automatic system to re-collect data and re-calculate stats on a daily basis.
  • Develop modern user-facing website with graphs, tables and charts.

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