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Sentiment Analysis datasets
archive 2025-07-28104 datasets carry the task tag "Sentiment Analysis" (the task itself: Sentiment Analysis), ordered by the archive's paper count. Page 2 of 3: 48 shown of 104. Facet routes are this site's own (the archive records the tag string, not a page).
The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.
Filter 50 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets
All 12,172
Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52
Sentiment Analysis datasets 49–96 of 104
UIT-VSMEC (Vietnamese Social Media Emotion Corpus)
Emotion recognition is a higher approach or special case of sentiment analysis.
4 papers · 0 benchmarks
The WikiSem500 dataset contains around 500 per-language cluster groups for English, Spanish, German, Chinese, and Japanese (a total of 13,314 test cases).
4 papers · 0 benchmarks
4 papers · 0 benchmarks
Pars-ABSA is a manually annotated Persian dataset, Pars-ABSA, which is verified by 3 native Persian speakers.
3 papers · 0 benchmarks
RETWEET is a dataset of tweets and overall predominant sentiment of their replies.
3 papers · 2 benchmarks
We develop a primary dataset based on our task of suicide or depression classification.
3 papers · 0 benchmarks
A first-of-its-kind large dataset of sarcastic/non-sarcastic tweets with high-quality labels and extra features: (1) sarcasm perspective labels (2) new contextual features.
3 papers · 0 benchmarks
SPOT (Sentiment Polarity Annotations Dataset)
The SPOT dataset contains 197 reviews originating from the Yelp'13 and IMDB collections ([1][2]), annotated with segment-level polarity labels (positive/neutral/negative).
3 papers · 0 benchmarks
TCAB (Text Classification Attack Benchmark)
Text Classification Attack Benchmark (TCAB) is a dataset for analyzing, understanding, detecting, and labeling adversarial attacks against text classifiers.
3 papers · 0 benchmarks
Youtbean is a dataset created from closed captions of YouTube product review videos.
3 papers · 0 benchmarks
AG’s Corpus (AG's corpus of news articlesNews)
Antonio Gulli’s corpus of news articles is a collection of more than 1 million news articles.
2 papers · 0 benchmarks
AWARE (AWARE: Aspect-Based Sentiment Analysis Dataset of Apps Reviews for Requirements Elicitation)
The peer-reviewed paper of AWARE dataset is published in ASEW 2021, and can be accessed through: http://doi.org/10.1109/ASEW52652.2021.00049.
2 papers · 3 benchmarks
Sentiment detection remains a pivotal task in natural language processing, yet its development in Arabic lags due to a scarcity of training materials compared to English.
2 papers · 0 benchmarks
DBRD (Dutch Book Reviews Dataset)
The DBRD (pronounced dee-bird) dataset contains over 110k book reviews along with associated binary sentiment polarity labels.
2 papers · 1 benchmark
FinnSentiment introduces a 27,000 sentence dataset (in Finnish) annotated independently with sentiment polarity by three native annotators.
2 papers · 0 benchmarks
LEPISZCZE is an open-source comprehensive benchmark for Polish NLP and a continuous-submission leaderboard, concentrating public Polish datasets (existing and new) in specific tasks.
2 papers · 0 benchmarks
LatamXIX (19th Century Latin American Spanish Newspaper Corpus with LLM OCR Correction)
A novel dataset of 19th-century Latin American press texts, which addresses the lack of specialized corpora for historical and linguistic analysis in this region.
2 papers · 0 benchmarks
ReactionGIF is an affective dataset of 30K tweets which can be used for tasks like induced sentiment prediction and multilabel classification of induced emotions.
2 papers · 0 benchmarks
ReviewQA is a question-answering dataset based on hotel reviews.
2 papers · 0 benchmarks
RuSentNE (RuSentNE-2023)
https://github.com/dialogue-evaluation/RuSentNE-evaluation
2 papers · 0 benchmarks
This corpus was constructed by collecting 10,008 reviews from various domains, including sports, food, software, politics, and entertainment.
2 papers · 1 benchmark
AISIA-VN-Review-S (AISIA-VN-Review-F)
In AISIA-VN-Review-S and AISIA-VN-Review-F datasets, we first collect 450K customer reviewing comments from various e–commerce websites.
1 paper · 0 benchmarks
1 paper · 1 benchmark
Sentiment analysis is pivotal in Natural Language Processing for understanding opinions and emotions in text.
1 paper · 0 benchmarks
A Bambara dialectal dataset dedicated for Sentiment Analysis, available freely for Natural Language Processing research purposes
1 paper · 0 benchmarks
BanglaBook (Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews)
This repository contains the code, data, and models of the paper titled "BᴀɴɢʟᴀBᴏᴏᴋ: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews" published in the Findings of the Association for Computational Linguistics: ACL…
1 paper · 1 benchmark
BanglaEmotion (BanglaEmotion: A Benchmark Dataset for Bangla Textual Emotion Analysis)
BanglaEmotion is a manually annotated Bangla Emotion corpus, which incorporates the diversity of fine-grained emotion expressions in social-media text.
1 paper · 0 benchmarks
The Covid19-CountryImage dataset is a Twitter dataset which contains COVID-19-related tweets.
1 paper · 0 benchmarks
Capriccio (Sentiment Analysis + Data Drift)
Capriccio is a sentiment classification dataset on tweets that simulates data drift.
1 paper · 0 benchmarks
A dataset of games played in the card game "Cards Against Humanity" (CAH), by human players, derived from the online CAH labs.
1 paper · 0 benchmarks
Click to add a brief description of the dataset (Markdown and LaTeX enabled).
1 paper · 0 benchmarks
Fallout New Vegas Dialog is a multilingual sentiment annotated dialog dataset from Fallout New Vegas.
1 paper · 0 benchmarks
Financial Language Understanding Evaluation is an open-source comprehensive suite of benchmarks for the financial domain.
1 paper · 0 benchmarks
This dataset contains news headlines relevant to key forex pairs: AUDUSD, EURCHF, EURUSD, GBPUSD, and USDJPY.
1 paper · 0 benchmarks
HARD (Hotel Arabic-Reviews Dataset)
The Hotel Arabic-Reviews Dataset (HARD) contains 93700 hotel reviews in Arabic language.
1 paper · 1 benchmark
L3Cube-MahaCorpus is a Marathi monolingual data set scraped from different internet sources.
1 paper · 0 benchmarks
LSICC (Large Scale Informal Chinese Corpus)
Large Scale Informal Chinese Corpus (LSICC) is a large-scale corpus of informal Chinese.
1 paper · 0 benchmarks
MalayalamMixSentiment is a Sentiment Analysis Dataset for Code-Mixed Malayalam-English.
1 paper · 0 benchmarks
Modern Hebrew Sentiment Dataset is a sentiment analysis benchmark for Hebrew, based on 12K social media comments, and provide two instances of these data: in token-based and morpheme-based settings.
1 paper · 0 benchmarks
MultiSenti presents a labeled dataset called MultiSenti for sentiment classification of code-switched informal short text, (2) explore the feasibility of adapting resources from a resource-rich language for an informal one, and (3) propose…
1 paper · 0 benchmarks
NAIST COVID is a multilingual dataset of social media posts related to COVID-19, consisting of microblogs in English and Japanese from Twitter and those in Chinese from Weibo.
1 paper · 0 benchmarks
NoReCfine is a dataset for fine-grained sentiment analysis in Norwegian, annotated with respect to polar expressions, targets and holders of opinion.
1 paper · 0 benchmarks
ROAST (Review level Opinion Aspect Sentiment Target Joint Detection for ABSA)
This repository has a review-level multidomain multilingual dataset for Aspect-based Sentiment Analysis(ABSA) for the paper ROAST: Review-level Opinion Aspect Sentiment Target Joint Detection.
1 paper · 0 benchmarks
1 paper · 0 benchmarks
RuOpinionNE (RuOpinionNE-2024)
https://github.com/dialogue-evaluation/RuOpinionNE-2024
1 paper · 0 benchmarks
SAIL 2017 (Sentiment Analysis for Indian Languages)
India is a linguistic area with one of the longest histories of contact, influence, use, teaching and learning of English-in-diaspora in the world (Kachru and Nelson, 2006).
1 paper · 1 benchmark
The Sequence labellIng evaLuatIon benChmark fOr spoken laNguagE (SILICONE) benchmark is a collection of resources for training, evaluating, and analyzing natural language understanding systems specifically designed for spoken language.
1 paper · 1 benchmark
SVLD (Social Vision and Language Dataset)
The social vision and language dataset is a large-scale multimodal dataset designed for research into social contextual learning.
1 paper · 0 benchmarks
Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.