Update README.md

README.md

@@ -1,3 +1,27 @@
 ---
 license: apache-2.0
+language:
+- en
+tags:
+- clickbait
+- not
+- binary_classification
+task_categories:
+- text-classification
 ---
+
+- 37.870 texts in  total, 17.850 NOT clickbait texts and 20.020 CLICKBAIT texts
+- All duplicate values were removed
+- Split using sklearn into 80% train and 20% temporary test (stratified label). Then split the test set using 0.50% test and validation (stratified label)
+- Split: 80/10/10
+- Train set label distribution: 0 ==> 14.280, 1 ==> 16.016
+- Validation set label distribution: 0 ==> 1.785, 1 ==> 2.002
+- Test set label distribution: 0 ==> 1.785, 1 ==> 2.002
+
+- The dataset was created from the combination of other available datasets online. Their links are available here:
+- https://www.kaggle.com/datasets/amananandrai/clickbait-dataset
+- https://www.kaggle.com/datasets/thelazyaz/youtube-clickbait-classification?resource=download
+- https://www.kaggle.com/datasets/vikassingh1996/news-clickbait-dataset?select=train2.csv
+- https://www.kaggle.com/competitions/clickbait-news-detection/data?select=train.csv
+- https://www.kaggle.com/competitions/clickbait-news-detection/data?select=valid.csv
+- https://zenodo.org/records/6362726#.YsbdSTVBzrk