Add script to calculate dataset statistics and monthly label distribution for temporal segmentation#2

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Copilot wants to merge 10 commits intomainfrom

copilot/save-dataset-stats

Commits on Dec 15, 2025

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Add script to calculate dataset statistics from config files

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Address code review feedback - improve imports and logging

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Add listing of training and test month files for debugging

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Fix code review issues: update docstring and CSV output

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Use list() instead of tolist() for better compatibility

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Add monthly label distribution with cumulative statistics

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Fix legend and separator alignment for variable label counts

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Remove test config file that was accidentally committed

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Improve filename handling with Path for robustness

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