Update README.md

README.md

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 ---
-
+preview_file_name: ratings.csv
 license: cc-by-4.0
 pretty_name: User Animelist Dataset
 size_categories:
 - 1M<n<10M
 ---
+
+# About Dataset
+
+**This dataset consists of user ratings for anime titles. Each user in the dataset has provided at least 5 ratings,
+ensuring a minimum level of engagement. The dataset includes detailed information about both users and anime, making it 
+suitable for tasks such as recommendation systems, user behavior analysis, and genre-based filtering. 
+Dataset is freshly-created so it cover newer animes. Data is published in MovieLens format except timestamp data so
+this dataset is easy to use with GitHub that trains with MovieLens dataset**
+
+## Dataset Statistics
+
+   - Number of Users: 1,774,522
+   - Number of Animes: 20,237
+   - Total Ratings: 148,170,496
+   - Sparsity/Density: 0.0041
+   - Average Ratings per User: ~83.50
+   - Average Ratings per Anime: ~7,321.76
+   - Rating Range: 0.1 to 10.0
+   - Mean Rating: 7.64
+   - Standard Deviation of Ratings: 1.89
+
+## Anime Metadata
+
+### Each anime entry includes:
+
+   - Title
+   - Year of release
+   - Episode Count
+   - Type (e.g., TV, Movie, OVA)
+   - Score (aggregated or average rating)
+   - Image URL (for visual reference)
+   - MyAnimeList URL
+   - Genres Detailed Genres
+