Update README.md

README.md

@@ -5,5 +5,34 @@ task_categories:
 language:
 - en
 size_categories:
-- 10K<n<100K
----
+- 1K<n<200K
+---
+
+### Dataset info
+#### Training Dataset: 
+You are provided with a large number of Wikipedia comments which have been labeled by human raters for toxic behavior. The types of toxicity are:
+
+- toxic
+- severe_toxic
+- obscene
+- threat
+- insult
+- identity_hate
+
+The original dataset can be found here: [jigsaw_toxic_classification](https://www.kaggle.com/competitions/jigsaw-toxic-comment-classification-challenge/data)
+
+Our training dataset is a version from the original dataset, <b>containing equal number of samples from each classes. </b><br>
+Number of samples in train_dataset: 25960<br>
+Number of samples in val_dataset: 6490<br>
+Number of samples in test_dataset: 153164<br>
+
+
+### Citation
+<pre>
+  @misc{jigsaw-toxic-comment-classification-challenge,
+    author = {cjadams, Jeffrey Sorensen, Julia Elliott, Lucas Dixon, Mark McDonald, nithum, Will Cukierski},
+    title = {Toxic Comment Classification Challenge},
+    publisher = {Kaggle},
+    year = {2017},
+    url = {https://kaggle.com/competitions/jigsaw-toxic-comment-classification-challenge}
+}</pre>