Update README.md

README.md

@@ -11,6 +11,16 @@ datasets:
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-About 11 months ago, I downloaded and preprocessed 2.7M rows of text/toxicity data, but completely forgot the original source of these datasets...
+About 11 months ago, I downloaded and preprocessed 2.7M rows of text data, but completely forgot the original source of these datasets...
 All I know is that I looked everywhere: HuggingFace, research papers, GitHub, Kaggle, and Google search. I even fetched 20K+ tweets using the Twitter API.
-Today (6/28/2023) I came across three newer HuggingFace datasets, so I added them to this dataset.
+Today (6/28/2023) I came across three newer HuggingFace datasets, so I added them to this dataset.
+
+
+The deduplicated training data alone consists of 2,880,230 rows of comments and messages. Among these rows, 416,457 are classified as toxic, while the remaining 2,463,773 are considered neutral. Below is a table to illustrate the data composition:
+
+|       |   Toxic  |  Neutral |   Total  |
+|-------|----------|----------|----------|
+| [multilingual-train-deduplicated.csv](./multilingual-train-deduplicated.csv) |   416,457   |   2,463,773   |   2,880,230   |
+| [multilingual-validation.csv](./multilingual-validation.csv) |   1,230   |   6,770   |   8,000   |
+| [multilingual-test.csv](./multilingual-test.csv) |   14,410   |   49,402   |   63,812   |
+