User Profiling and Abusive Language Detection Dataset
Donated on 4/24/2019
The user profiling dataset is a collection of abusive users tweets and also their user following and user follower tweets. The Abusive language detection dataset is a collection of abusive tweets.
Dataset Characteristics
-
Subject Area
Computer Science
Associated Tasks
Classification
Feature Type
-
# Instances
65919
# Features
3
Dataset Information
Additional Information
The user profiling dataset is divided into two sets: testing and validation. the testing dataset consists of 16,582 tweets collected from 52 users and the validation dataset which consists of 37.532 tweets collected from 18 users. Each sets contains three different files namely user_data, following_data, and follower_data. The tweets contains samples of five different categories of abusive messages. The account names of users have been anonymized so as not to violate the privacy of any user. the abusive language detection dataset contains 11, 805 instances of five different categories of abusive messages.The dataset has two columns namely labels and tweets. Both datasets are in CSV format.
Has Missing Values?
No
Variable Information
the user profiling datasets are in text format and the abusive language detection dataset is in both numerical (labels) and text (tweet).
Dataset Files
| File | Size |
|---|---|
| abusive tweets/user profiling/testFollowing.csv | 3 MB |
| abusive tweets/abusive language detection/Tweets.csv | 1.4 MB |
| abusive tweets/user profiling/user_data.csv | 1.2 MB |
| abusive tweets/user profiling/testUser.csv | 1.2 MB |
| abusive tweets/user profiling/testFollower.csv | 1.2 MB |
0 to 5 of 7
Reviews
There are no reviews for this dataset yet.
pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset user_profiling_and_abusive_language_detection_dataset = fetch_ucirepo(id=543) # data (as pandas dataframes) X = user_profiling_and_abusive_language_detection_dataset.data.features y = user_profiling_and_abusive_language_detection_dataset.data.targets # metadata print(user_profiling_and_abusive_language_detection_dataset.metadata) # variable information print(user_profiling_and_abusive_language_detection_dataset.variables)
User Profiling and Abusive Language Detection Dataset [Dataset]. (2019). UCI Machine Learning Repository. https://doi.org/10.24432/C57K66.
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.