Update README.md

README.md

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 pretty_name: 1.5K Steam Reviews Binary Labeled for Constructiveness
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 - 1K<n<10K
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+
+---
+
+# 1.5K Steam Reviews Binary Labeled for Constructiveness
+
+## Dataset Summary
+
+This dataset contains **1,461 Steam reviews** from **10 of the most reviewed games**. Each game has about the same amount of reviews. Each review is annotated with a **binary label** indicating whether the review is **constructive** or not. The dataset is designed to support tasks related to **text classification**, particularly **constructiveness detection** tasks in the gaming domain.
+
+The dataset is particularly useful for training models like **BERT**, and its' derivatives or any other NLP models aimed at classifying text.
+
+## Dataset Structure
+
+The dataset contains the following columns:
+
+- **id**: A unique identifier for each review.
+- **game**: The name of the game being reviewed.
+- **review**: The text of the Steam review.
+- **author_playtime_at_review**: The number of hours the author had played the game at the time of writing the review.
+- **voted_up**: Whether the user marked the review as positive (True) or negative (False).
+- **votes_up**: The number of upvotes the review received from other users.
+- **votes_funny**: The number of "funny" votes the review received from other users.
+- **constructive**: A binary label indicating whether the review was constructive (1) or not (0).
+
+### Example Data
+
+| id   | game                | review                                                                  | author_playtime_at_review | voted_up | votes_up | votes_funny | constructive |
+|------|---------------------|-------------------------------------------------------------------------|---------------------------|----------|----------|-------------|--------------|
+| 1024 | Team Fortress 2      | shoot enemy                                                            | 639                       | True     | 1        | 0           | 0            |
+| 652  | Grand Theft Auto V   | 6 damn years and it's still rocking like its g...                       | 145                       | True     | 0        | 0           | 0            |
+| 1244 | Terraria             | Great game highly recommend for people who like...                      | 569                       | True     | 0        | 0           | 1            |
+| 15   | Among Us             | So good. Amazing game of teamwork and betrayal...                       | 5                         | True     | 0        | 0           | 1            |
+| 584  | Garry's Mod          | Jbmod is trash!!!                                                       | 65                        | True     | 0        | 0           | 0            |
+
+### Labeling Criteria
+
+- **Constructive (1)**: Reviews that provide helpful feedback, suggestions for improvement, constructive criticism, or detailed insights into the game.
+- **Non-constructive (0)**: Reviews that do not offer useful feedback, do not offer substance, are vague, off-topic, irrelevant, or trolling.
+
+Of course, constructiveness is subjective, when testing the dataset on a finetuned ROBERTA model though, we reached about 80% accuracy.
+
+### Notes
+Please note, that the **dataset is unbalanced**. **63.04%** of the reviews were labeled as being unconstructive while **36.96%** were labeled as being constructive. Please take this into account when utilizing the dataset.
+
+## License
+
+This dataset is licensed under the **MIT License**, allowing open and flexible use of the dataset for both academic and commercial purposes.