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Introduces a utility to flatten multi-index tracking headers into a single-header format for easier downstream processing and analysis. Applies the header formatting step to both home and away team tracking data, ensuring column consistency and clarity. Facilitates integration with systems expecting simplified header naming conventions.
Removes unnecessary player and disc counting logic, ensuring columns for disc and players are consistently added for both x and y coordinates. Prevents duplicate columns using a set to track processed columns, improving header formatting reliability and future maintainability.
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Updates the offense ID mapping logic to increment the index by one, ensuring alignment with expected 1-based indexing for downstream processes. Prevents off-by-one errors during event creation.
Init Test Results 📝
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Init Test Results 📝
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Init Test Results 📝
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calvinyeungck
approved these changes
Nov 18, 2025
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This pull request introduces improvements to the tracking data preprocessing workflow for ultimate sports data. The main enhancement is the addition of a new utility function to standardize tracking data headers, which is now integrated into the preprocessing pipeline.