Dataset: Cleaned Toxic Comments

About this Dataset

Cleaned Toxic Comments

Preporcessed Toxic Comments Classification Dataset

The obstacle I faced in Toxic Comments Classification Challenge was the preprocessing part. One can easily improve their LB performance if the preprocessing is done right.

This is the preprocessed version of Toxic Comments Classification Challenge dataset. The code for preprocessing: https://www.kaggle.com/fizzbuzz/toxic-data-preprocessing

Tables

Test Preprocessed

@kaggle.fizzbuzz_cleaned_toxic_comments.test_preprocessed

32.17 MB
153164 rows
10 columns


CREATE TABLE test_preprocessed (
  "comment_text" VARCHAR,
  "id" VARCHAR,
  "identity_hate" VARCHAR,
  "insult" VARCHAR,
  "obscene" VARCHAR,
  "set" VARCHAR,
  "severe_toxic" VARCHAR,
  "threat" VARCHAR,
  "toxic" VARCHAR,
  "toxicity" VARCHAR
);

Train Preprocessed

@kaggle.fizzbuzz_cleaned_toxic_comments.train_preprocessed

37 MB
159571 rows
10 columns


CREATE TABLE train_preprocessed (
  "comment_text" VARCHAR,
  "id" VARCHAR,
  "identity_hate" DOUBLE,
  "insult" DOUBLE,
  "obscene" DOUBLE,
  "set" VARCHAR,
  "severe_toxic" DOUBLE,
  "threat" DOUBLE,
  "toxic" DOUBLE,
  "toxicity" DOUBLE
);