Tamil Cyberbullying Dataset

Citation Author(s):
Jothi Prakash
V
Arul Antran Vijay
S
Submitted by:
Arul Antran Vijay S
Last updated:
Sat, 11/02/2024 - 01:54
DOI:
10.21227/20s2-jh36
Data Format:
*.csv
License:
Creative Commons Attribution
369 Views
Categories:
Artificial Intelligence
Machine Learning
Computational Intelligence
Keywords:
data mining; sentiment analysis; hate speech detection; anxiety or stress analysis; machine learning; natural language processing;
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Abstract 

We used the broad group of 47,692 tweets from the Cyberbullying Classification dataset. This worldwide sourced dataset offers a broad range of examples of cyberbullying, guaranteeing a thorough viewpoint. Our thorough translation and modification procedure guaranteed the dataset's contextual and cultural relevance for the Tamil-speaking population, even though it is not solely from South Asia. These tweets were carefully divided into six classes, each of which represented a different facet of cyberbullying, as well as cases that weren't considered cyberbullying. Because the sample was evenly distributed throughout all categories, it offered a thorough understanding of the complex nature of cyberbullying in online communication. 

 

Instructions: 

Dataset

The dataset tamilCB_dataset.csv contains Tamil tweets labeled for cyberbullying. The data includes columns for raw text, labels for cyberbullying, and additional embeddings. The dataset is not preprocessed.

  • Total Rows: 47,694

  • Columns:

    • tweet_text
    • cyberbullying_type
    • Tamil Tweet
    • Emotion Label (English)
    • Emotion Label (Tamil)
    • Bullying Type (Tamil)

  • Data Types:

    • All columns are strings (Object).

  • Missing Values per Column:

    • tweet_text: 0
    • cyberbullying_type: 0
    • Tamil Tweet: 42 missing values
    • Emotion Label (English): 2 missing values
    • Emotion Label (Tamil): 4 missing values
    • Bullying Type (Tamil): 4 missing values

 

tweet_textcyberbullying_typeTamil TweetEmotion Label (English)Emotion Label (Tamil)Bullying Type (Tamil)
In other words #katandandre, your food was crapilicious! #mkrnot_cyberbullyingவேறு வார்த்தைகளில் கூறுவதானால், #கடந்தந்த்ரே, உங்கள் உணவு மோசமானது! #mkrOthersமற்றவைஇணைய மிரட்டல் அல்ல
@XochitlSuckkks a classy whore? Or more red velvet cupcakes?sexual_harassment@XochitlSuckkks ஒரு கம்பீரமான வேசியா? அல்லது அதிக சிவப்பு வெல்வெட் கப்கேக்குகளா?Othersமற்றவைபாலியல் தொல்லை
@RudhoeEnglish This is an ISIS account pretending to be a Kurdish account. Like Islam, it is all lies.religious_attack@RudhoeEnglish இது குர்திஷ் கணக்கு போல பாசாங்கு செய்யும் ISIS கணக்கு. இஸ்லாம் போல் இதுவும் பொய்.Angerகோபம்மத அடிப்படையில் தாக்குதல்
@Jason_Gio meh. :P thanks for the heads up, but not too concerned about another angry dude on twitter.not_cyberbullying@ஜேசன்_ஜியோ மெஹ். :P தலையை உயர்த்தியதற்கு நன்றி, ஆனால் ட்விட்டரில் மற்றொரு கோபமான நண்பரைப் பற்றி அதிகம் கவலைப்படவில்லை.Angerகோபம்இணைய மிரட்டல் அல்ல

 

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Submitted by Saranya M on Sun, 10/27/2024 - 10:50

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