datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
transaction-categorization
Financial Transaction Categorization Dataset
A comprehensive worldwide dataset for financial transaction categorization with 4.5+ million records across 10 categories, 5 countries, and 5 currencies.
📊 Dataset Overview
Total Records: 4,501,043 transactions
Categories: 10 financial categories
Countries: 5 countries (USA, UK, Canada, Australia, India)
Currencies: 5 currencies (USD, GBP, CAD, AUD, INR)
File Format: Parquet (optimized for fast loading and storage)
Total… See the full description on the dataset page: https://huggingface.co/datasets/mitulshah/transaction-categorization.biomedical-topic-categorization-cased
Dataset Card for "biomedical-topic-categorization-cased"
More Information needed
task1292_yelp_review_full_text_categorization
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task1292_yelp_review_full_text_categorization
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task1292_yelp_review_full_text_categorization.nli-chatbot-prompt-categorizationThis dataset contains chatbot prompts annotated with natural language inference (NLI) category hypotheses and labels ({0: "contradiction", 1: "neutral", 2: "entailment"}).
The primary purpose is to perform natural language inference categorization of chatbot conversations, such as those shared by the author on Talking to Chatbots.
Category hypotheses (language, coding, role play, science...) are chosen as the most relevant in the context of chatbot conversations, whose language context and… See the full description on the dataset page: https://huggingface.co/datasets/reddgr/nli-chatbot-prompt-categorization.QA-Youtube_categorization_15perQA-Youtube_categorization_1000-eachgenerated by MaChangH/QA-Youtube_categorization
Total Entries: 13000
{'Autos & Vehicles': {'count': 1000, 'percentage': 7.6923076923076925},
'Comedy': {'count': 1000, 'percentage': 7.6923076923076925},
'Education': {'count': 1000, 'percentage': 7.6923076923076925},
'Entertainment': {'count': 1000, 'percentage': 7.6923076923076925},
'Film & Animation': {'count': 1000, 'percentage': 7.6923076923076925},
'Gaming': {'count': 1000, 'percentage': 7.6923076923076925},
'Howto & Style': {'count':… See the full description on the dataset page: https://huggingface.co/datasets/MaChangH/QA-Youtube_categorization_1000-each.QA-Youtube_categorizationgenerated by gpt-4o-mini
Total Entries: 77538
{
'Autos & Vehicles': {'count': 3405, 'percentage': 4.391395186876112},
'Comedy': {'count': 1038, 'percentage': 1.338698444633599},
'Education': {'count': 5413, 'percentage': 6.981093141427428},
'Entertainment': {'count': 9070, 'percentage': 11.697490262838867},
'Film & Animation': {'count': 6490, 'percentage': 8.370089504501019},
'Gaming': {'count': 4286, 'percentage': 5.527612267533338},
'Howto & Style': {'count': 3766, 'percentage':… See the full description on the dataset page: https://huggingface.co/datasets/MaChangH/QA-Youtube_categorization.biomedical-topic-categorization-2022only-cased
Dataset Card for "biomedical-topic-categorization-validation-cased"
More Information needed
multi-label-web-categorization
Multi-Label Web Page Classification Dataset
Dataset Description
The Multi-Label Web Page Classification Dataset is a curated dataset containingweb page titles and snippets, extracted from the CC-Meta25-1M dataset. Each entry has been automatically categorized into multiple predefined categories using ChatGPT-4o-mini.
This dataset is designed for multi-label text classification tasks, making it ideal for training and evaluating machine learning models in web content… See the full description on the dataset page: https://huggingface.co/datasets/tshasan/multi-label-web-categorization.news-article-categorization-llama2-1kjob_categorization_datasetflan_combined_task1292_yelp_review_full_text_categorization5W-categorization