path,script,matrix,matrix_name,id,domain,origin,source,url,licence,n_train,n_test,labels,distribution,source_repo
Nastaliq/Sentiment Analysis/Domain_A_Twitter_Social_Media,Nastaliq,N-SA,Nastaliq Sentiment,SA-A,Twitter Social Media,organic,Urdu Sentiment Corpus v1.0 (Khan & Nizami 2020),https://github.com/MuhammadYaseenKhan/Urdu-Sentiment-Corpus,none stated (citation requested),781,194,0|1,rebuild,MuhammadYaseenKhan/Urdu-Sentiment-Corpus
Nastaliq/Sentiment Analysis/Domain_B_Movie_Reviews,Nastaliq,N-SA,Nastaliq Sentiment,SA-B,Movie Reviews,translated,IMDB reviews machine-translated into Urdu (Hugging Face upload by mirfan899); 91% of items match after normalising punctuation and letter variants,https://huggingface.co/datasets/mirfan899/imdb_urdu_reviews,ODbL 1.0,6695,1638,0|1,file,
Nastaliq/Sentiment Analysis/Domain_E_Socioeconomic_Agricultural,Nastaliq,N-SA,Nastaliq Sentiment,SA-E,Socioeconomic Agricultural,generated,Grok-generated by first author,,xAI terms (attribute Grok),1629,407,0|1,file,
Nastaliq/Hate Speech/Domain_A_Social_Media_Offensive,Nastaliq,N-HS,Nastaliq Hate Speech,HS-A,Social Media Offensive,organic,"ISE-Hate corpus (Akram, Shahzad & Bashir 2023); same 21,361 tweets, 98.7% label agreement with Level-1",https://github.com/hammad7007/ISE_dataset,none stated,17152,4133,0|1,rebuild,hammad7007/ISE_dataset
Nastaliq/Hate Speech/Domain_B_Social_Media_Hate_Speech,Nastaliq,N-HS,Nastaliq Hate Speech,HS-B,Social Media Hate Speech,organic,Urdu hate-speech tweets (Hugging Face upload by Adnan855570); our raw file is byte-identical,https://huggingface.co/datasets/Adnan855570/Urdu_Hate_Speech,MIT,18486,3540,0|1,file,
Nastaliq/Hate Speech/Domain_C_Politics_Sports_Health_Family,Nastaliq,N-HS,Nastaliq Hate Speech,HS-C,Politics Sports Health Family,generated,Grok-generated by first author,,xAI terms (attribute Grok),1360,340,0|1,file,
Nastaliq/Hate Speech/Domain_D_Sports_Labor_Arts_Education,Nastaliq,N-HS,Nastaliq Hate Speech,HS-D,Sports Labor Arts Education,generated,Grok-generated by first author,,xAI terms (attribute Grok),1356,339,0|1,file,
Nastaliq/Fake News Detection/Domain_A_Multi_Topic_News,Nastaliq,N-FN,Nastaliq Fake News,FN-A,Multi Topic News,organic,Bend the Truth (Amjad et al. 2020),https://github.com/MaazAmjad/Datasets-for-Urdu-news,none stated,634,260,0|1,rebuild,MaazAmjad/Datasets-for-Urdu-news
Nastaliq/Fake News Detection/Domain_B_Ax_to_Grind,Nastaliq,N-FN,Nastaliq Fake News,FN-B,Ax to Grind,organic,Ax-to-Grind Urdu (Harris et al. 2023),https://github.com/HjH-Whu-CRC/Ax-to-Grind-Urdu,none stated,7217,1645,0|1,rebuild,HjH-Whu-CRC/Ax-to-Grind-Urdu
Nastaliq/QA/Domain_A_Religious_Hadith,Nastaliq,N-QA,Nastaliq QA Pair Validation,QA-A,Religious Hadith,organic,mirfan899/Urdu GitHub collection (MIT); 100% content match,https://github.com/mirfan899/Urdu,MIT,992,250,0|1,file,
Nastaliq/QA/Domain_B_General_Knowledge,Nastaliq,N-QA,Nastaliq QA Pair Validation,QA-B,General Knowledge,organic,mirfan899/Urdu GitHub collection (MIT); 100% content match,https://github.com/mirfan899/Urdu,MIT,7564,1889,0|1,file,
Nastaliq/QA/Domain_C_Long_Form_QnA,Nastaliq,N-QA,Nastaliq QA Pair Validation,QA-C,Long Form QnA,generated,Grok-generated by first author (70 questions x 8 variants),,xAI terms (attribute Grok),896,224,0|1,file,
Nastaliq/QA/Domain_D_Short_Form_QnA,Nastaliq,N-QA,Nastaliq QA Pair Validation,QA-D,Short Form QnA,generated,Grok-generated by first author,,xAI terms (attribute Grok),2764,691,0|1,file,
Roman/Sentiment Analysis/Domain_A_Mixed_Public_Discourse,Roman,R-SA,Roman Sentiment (binary),SA-A,Mixed Public Discourse,organic,HF ayeshasameer/roman-urdu-sentiment-analysis (MIT); identical test split,https://huggingface.co/datasets/ayeshasameer/roman-urdu-sentiment-analysis,MIT,19262,2140,0|1,file,
Roman/Sentiment Analysis/Domain_B_Social_Media_Politics_Drama,Roman,R-SA,Roman Sentiment (binary),SA-B,Social Media Politics Drama,organic,RUSAD (Mehmood Essam & Shafi 2019),https://archive.ics.uci.edu/dataset/854/roman+urdu+sentiment+analysis+dataset+(rusad),CC BY 4.0,8781,2163,0|1,file,
Roman/Sentiment Analysis/Domain_C_YouTube_Entertainment,Roman,R-SA,Roman Sentiment (binary),SA-C,YouTube Entertainment,organic,YouTube comments; uploader unknown,,unknown,15587,3759,0|1,file,
Roman/Cyber Abuse or Abusive Language/Domain_A_YouTube_Comments,Roman,R-CA,Roman Cyber Abuse,CA-A,YouTube Comments,uncertain,Unknown; shows augmentation noise,,unknown,3469,866,0|1,file,
Roman/Cyber Abuse or Abusive Language/Domain_B_Content_Creator_Comments,Roman,R-CA,Roman Cyber Abuse,CA-B,Content Creator Comments,generated,Grok-generated by first author,,xAI terms (attribute Grok),1040,260,0|1,file,
Roman/Cyber Abuse or Abusive Language/Domain_C_Social_Media_Diverse_Vocab,Roman,R-CA,Roman Cyber Abuse,CA-C,Social Media Diverse Vocab,generated,Grok-generated by first author,,xAI terms (attribute Grok),1040,260,0|1,file,
Roman/Cyber Abuse or Abusive Language/Domain_D_General_Online_Video,Roman,R-CA,Roman Cyber Abuse,CA-D,General Online Video,generated,Grok-generated by first author (seeds partly from CA-A: 20% near-matches),,xAI terms (attribute Grok),960,240,0|1,file,
Roman/Product or eCommerce Reviews/Domain_A_Daraz_Ecommerce,Roman,R-P3,Roman 3-class Polarity (Reviews + Opinions),PR-A,Daraz Ecommerce,organic,Daraz Code-Mixed Product Reviews (Kaggle),https://www.kaggle.com/datasets/yrrebeere/daraz-code-mixed-product-reviews,CC BY 4.0,13489,3294,Negative|Neutral|Positive,file,
Roman/Product or eCommerce Reviews/Domain_B_Restaurant_Food,Roman,R-P3,Roman 3-class Polarity (Reviews + Opinions),PR-B,Restaurant Food,organic,Kababjees restaurant reviews,,unknown,600,148,Negative|Neutral|Positive,file,
Roman/Product or eCommerce Reviews/Domain_D_Electronics_Gaming_Delivery,Roman,R-P3,Roman 3-class Polarity (Reviews + Opinions),PR-D,General Social Comments,organic,"RUWV-NSR, Soomro et al. 2024 Data in Brief; identical file name and byte size",https://data.mendeley.com/datasets/v5jfhsvtmd/4,CC BY 4.0,19349,4026,Negative|Neutral|Positive,file,
Roman/Twitter or Social Media Opinions/Domain_B_Consumer_Electronics_Gaming,Roman,R-P3,Roman 3-class Polarity (Reviews + Opinions),TW-B,Consumer Electronics Gaming,generated,Grok-generated by first author,,xAI terms (attribute Grok),1160,290,Negative|Neutral|Positive,file,
Roman/Twitter or Social Media Opinions/Domain_C_Public_Civic_Services,Roman,R-P3,Roman 3-class Polarity (Reviews + Opinions),TW-C,Public Civic Services,generated,Grok-generated by first author,,xAI terms (attribute Grok),1160,290,Negative|Neutral|Positive,file,
Roman/Twitter or Social Media Opinions/Domain_D_Mixed_Social_Commentary,Roman,R-P3,Roman 3-class Polarity (Reviews + Opinions),TW-D,Mixed Social Commentary,generated,Grok-generated by first author,,xAI terms (attribute Grok),1280,320,Negative|Neutral|Positive,file,