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Exporting Data

Kloppy allows you to export datasets into various formats, making it easy to integrate kloppy with the broader Python data analysis and sports analytics ecosystem.

Built-in export options

  • Pandas / Polars: Convert datasets to a Pandas or Polars DataFrame for powerful data manipulation, analysis, and export to common formats like CSV, Excel, and Parquet.
  • Sportscode: Export data to Hudl Sportscode’s XML format, enabling direct integration with video analysis workflows.

Third-party integrations

Kloppy aims to be a bridge between the raw match data and software to derive insights from this data. Currently, the following software packages integrate with kloppy:

  • socceraction can convert a kloppy event datasets to the SPADL format and compute action value ratings (xT and VAEP).
  • unravelsports can convert a kloppy tracking dataset into graphs to train graph neural networks and compute pressing intensity.