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# Kilter Board: Predicting Climbing Route Difficulty from Board Data
I recently got into *board climbing*, and I enjoy climbing on the TB2 and the Kilter Board. I've been climbing on 12x12ft boards that are available at my local gym, and I've never felt that the phrase "*it hurts so good*" would be so apt. As such, I've done an in depth analysis of TB2 data <a href="https://gitlab.com/psark/Tension-Board-2-Analysis">here</a>, and have decided to mimic that analysis with available Kilter Board data.
I recently got into *board climbing*, and I enjoy climbing on the TB2 and the Kilter Board. I've been climbing on 12x12ft boards that are available at my local gym, and I've never felt that the phrase "*it hurts so good*" would be so apt. As such, I've done an in depth analysis of TB2 data <a href="https://github.com/psark007/Tension-Board-2-Analysis">here</a>, and have decided to mimic that analysis with available Kilter Board data.
![Hold Usage Heatmap](images/02_hold_stats/all_holds_all_grades_heatmap.png)