Dataset Comparison Gallery¶
View standardized biomechanical datasets side-by-side for easy comparison.
How to Use¶
Select a task from the dropdown to see all available datasets that include that task. You can rearrange the dataset cards using the arrow buttons to compare specific datasets side-by-side.
The plots show clean data (passing validation only) with mean patterns and standard deviation bands for each dataset.
📊 All Datasets Overview¶
Select a task to see all available datasets:
Please select a task to view datasets.
About the Comparison Plots¶
These comparison plots are automatically generated when datasets are validated using:
python contributor_tools/create_dataset_validation_report.py --datasets your_dataset.parquet
The plots show: - Clean data only: Strides that pass biomechanical validation - Mean patterns: Average across all valid strides (solid line) - Standard deviation: Variability shown as shaded bands - All sagittal features: Hip, knee, and ankle angles and moments
To regenerate or update comparison plots, simply re-run the validation report for the dataset.