Update README.md

README.md

@@ -1,31 +1,68 @@
 ---
+language:
+  - en
+pretty_name: "Player Reviews from Metacritic (Game Reviews Dataset)"
+tags:
+  - Review
+  - Sentiment
+  - Game
+  - Author
+  - Date
+  - Score
+  - Spoiler
+  - Platform
+license: "cc-by-4.0"
+task_categories:
+  - text_classification
+  - sentiment_analysis
 dataset_info:
   features:
-  - name: Review
-    dtype: string
-  - name: Score
-    dtype: int64
-  - name: Author
-    dtype: string
-  - name: Game
-    dtype: string
-  - name: Date
-    dtype: string
-  - name: Platform
-    dtype: string
-  - name: Sentiment
-    dtype: string
-  - name: Spoiler
-    dtype: bool
-  splits:
-  - name: train
-    num_bytes: 156411551
-    num_examples: 260768
-  download_size: 86605797
-  dataset_size: 156411551
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
+    - name: Game
+      dtype: string
+    - name: Platform
+      dtype: string
+    - name: Score
+      dtype: int32
+    - name: Review
+      dtype: string
+    - name: Date
+      dtype: string
+    - name: Author
+      dtype: string
+    - name: Sentiment
+      dtype: string
+    - name: Spoiler
+      dtype: Boolean
 ---
+
+# Player Reviews from Metacritic – Games, Scores & Comments
+
+## Dataset Description  
+This dataset contains user-reviews scraped from the publicly-accessible pages of Metacritic (metacritic.com).  
+Each row corresponds to one review and includes the following fields:
+- **game_title**: Title of the video game  
+- **platform**: Platform on which the game was reviewed (e.g., PS4, Xbox One, PC)  
+- **review_score**: Numerical score given by the user (out of 10)  
+- **review_text**: Full textual review (user’s written comment)  
+- **review_date**: Date on which the review was posted  
+- **review_Sentiment**: Sentiment of the review (positive , negative, neutral) 
+
+### Source & Collection  
+- Data were collected via automated scraping of Metacritic’s user-review pages for video games  
+- Review aliases have been retained in anonymised form (or removed where appropriate) to protect user privacy.  
+
+## Uses  
+### Direct Use  
+This dataset can be used for:  
+- Sentiment analysis of player reviews (positive/negative classification)  
+- Correlation analysis between review scores and review text length or sentiment  
+- Trend-analysis of platforms/game genres over time  
+- Training/testing NLP models for review-classification, summarisation, or topic modelling  
+
+### Out-of-Scope Use  
+- This dataset **should not** be used for tracking individual users or revealing personal identities.  
+- Because the reviews are self-selected users of Metacritic, conclusions should **not** be taken as representative of *all* players.  
+- Commercial redistribution or selling of the raw review-text without consent is **not recommended** unless licensed accordingly.  
+
+## Dataset Structure  
+All data is contained in a single table (CSV/JSONL) with one row per review.