| ## RideSearch Dataset (Text, ~1.25k rows) | |
| - Built from brand/model lists, expanded with trims/years/spec ranges per body/fuel. | |
| - Cleaned typos/dupes; `notes` column for manual verification. `text_record` used for embeddings. | |
| - This is synthetic/educational; values are plausible ranges, not manufacturer-accurate. | |