Update README.md

README.md

@@ -2,9 +2,7 @@
 datasets:
   - name: UniGame Dataset
     overview: >
-      This dataset explores the relationship between gaming habits and
-      academic performance among students. It includes various attributes such
-      as age, educational level, CGPA, gaming habits, and other related factors.
+      This dataset explores the relationship between gaming habits and academic performance among students. It includes various attributes such as age, educational level, CGPA, gaming habits, and other related factors.
     files:
       - name: train.csv
         description: The training set.
@@ -36,48 +34,33 @@ datasets:
       - name: How many time you spend with family and friend?
         description: The time the respondent spends with family and friends.
       - name: How you fill when you can not play game in whole day?
-        description: The respondent's feeling when they cannot play games for a whole day.
+        description: The respondents feeling when they cannot play games for a whole day.
       - name: How you fill to complete game level?
-        description: The respondent's feeling when they complete a game level.
-      - name: If you didn't finish games last level what is your feeling?
-        description: The respondent's feeling if they didn't finish the last level of a
-          game.
+        description: The respondents feeling when they complete a game level.
+      - name: If you didnt finish games last level what is your feeling?
+        description: The respondents feeling if they didnt finish the last level of a game.
       - name: Do you fill Fatigue?
         description: Whether the respondent feels fatigue.
       - name: Do you play games for stress relief?
         description: Whether the respondent plays games for stress relief.
       - name: Are you wearing glasses?
         description: Whether the respondent wears glasses.
-    usage: >
-      This dataset can be used for various purposes, including but not limited
-      to:
+    usage:
+      direct_use: >
+        This dataset can be used for various purposes, including but not limited to:
 
-
-      - Analyzing the impact of gaming on academic performance.
-
-      - Studying the correlation between gaming habits and lifestyle factors.
-
-      - Developing machine learning models to predict academic performance based on gaming habits and other related factors.
-
-    license: This dataset is made available under the MIT license.
-  
-    task_categories:
-    - text-classification
-    language:
-    - en
-    tags:
-    - machine learning
-    - 'data science '
-    - 'psychology '
-    - 'mental health '
-    size_categories:
-    - n<1K
-    citation: |
+        - Analyzing the impact of gaming on academic performance.
+        - Studying the correlation between gaming habits and lifestyle factors.
+        - Developing machine learning models to predict academic performance based on gaming habits and other related factors.
+      out_of_scope_use: >
+        Misuse, malicious use, and uses that the dataset will not work well for should be avoided.
+    example: >
+      
+    license: >
+      This dataset is made available under the MIT license.
+    citation: >
       If you use this dataset in your research, please cite it as follows:
 
-      ```
-     
-      ```
-    contact: For any questions or issues, please contact ismail.hossain2018@northsouth.edu.
-
+    contact: >
+      For any questions or issues, please contact ismail.hossain2018@northsouth.edu.
 ---