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add data analysis for easy queries

Gmodena requested to merge add-easy-queries into main

Bug: T383048

A jupyter notebook to support the "easy queries" investigation. Contains data analysis on the clickstream, and a train/eval pipeline for LTR models with query weights.

TODO: [] nbstrip before merging.

cc @dcausse @tjones @gehel

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