Seeking IMDb Gendered Ratings (Raw Scores) Post-2018 For A Data Viz Project

I’m building a site that visualizes gender differences and similarities in movie ratings (screenshots: https://imgur.com/a/yEM5wUd). Currently I’m using a 2018 IMDb list of the top 200 movies rated by women, but it’s outdated and likely misses many highly men-favored films that didn’t make that specific list.

While IMDb displayed gendered ratings until early 2023, their official TSV datasets only provide the aggregate averageRating. I need the specific Male vs. Female raw ratings, not just a gendered rank.

Does anyone know of a dataset, archive, or scraper output from 2019–2023 that captured the demographics breakdown before the UI changes? I’ve checked the standard IMDb non-commercial sets, but the granularity isn’t there.

Thanks!