datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
fake-audio-detection-augmented_specfake-face-detection-datasetfake-news-detection-dataset-EnglishThis is a cleaned and splitted version of this dataset (https://www.kaggle.com/datasets/sadikaljarif/fake-news-detection-dataset-english)
Labels:
Fake News: 0
Real News: 1
You can find the cleansing script at: https://github.com/ErfanMoosaviMonazzah/Fake-News-Detection
deep-fake-detection-dfd-entire-original-datasetdeep-fake-detection-dfd-entire-original-datasettfake-news-detection-dataset-english
Dataset Card for "fake-news-detection-dataset-english"
More Information needed
fake-audio-detection-augmented2ai-image-detection-fakeAFRD_Arabic-Fake-Reviews-Detection
AFRD: Arabic Fake Reviews Detection dataset
Description
Citation
Description
Arabic Fake Reviews Detection (AFRD) is the first gold-standard dataset comprised of three domains, namely, hotel, restaurant, and product domains. Each domain has a set of attributes, the reviewer’s age, the reviewer’s gender, the service name, the review’s text, the rating, the text’s polarity, and the review’s class. The overall balanced dataset is consisted of 1728 reviews, 310 reviews for… See the full description on the dataset page: https://huggingface.co/datasets/qandos0/AFRD_Arabic-Fake-Reviews-Detection.turkish-fake-news-detection
TR-FakeNews: Turkish Fake News Detection on Mainstream Media Dataset
This dataset contains 5325 news title and summaries related to significant events in Türkiye between 2015 and 2023.
Data Fields
title: a string format of the news headline.
description: a string format of the news summary.
status: a classification result 0 (fake) or 1 (real).
updated_log: Information about the data transformation process.
Resources: Indicates the source of the news.
Data Size… See the full description on the dataset page: https://huggingface.co/datasets/isakulaksiz/turkish-fake-news-detection.turkish-fake-news-detection
MiDe22: An Annotated Multi-Event Tweet Dataset for Misinformation Detection
5,064 Turkish tweets with their misinformation labels for several recent events between 2020 and 2022, including the Russia-Ukraine war, COVID-19 pandemic, and Refugees. The dataset includes user engagements with the tweets in terms of likes, replies, retweets, and quotes. For user engagements please use contact at the end of the dataset card.
Data Fields
tweet: a string feature.
label: a… See the full description on the dataset page: https://huggingface.co/datasets/ogozcelik/turkish-fake-news-detection.fake_news_detection_dataset_cross_lingual_formatted_uncased_splitFake-Essay-Detection-DatasetFake-News-Detectionfake_news_detection_dataset_cross_lingual_formattedx_fake_profile_detection
Dataset: Detecting Fake Accounts on Social Media Portals—The X Portal Case Study
This dataset was created as part of the study focused on detecting fake accounts on the X Portal (formerly known as Twitter). The primary aim of the study was to classify social media accounts using image data and machine learning techniques, offering a novel approach to identifying fake accounts. The dataset includes generated accounts, which were used to train and test a Convolutional Neural Network… See the full description on the dataset page: https://huggingface.co/datasets/drveronika/x_fake_profile_detection.fake_news_detection_dataset_cross_lingualdeep-fake-detection-cropped
deep-fake-detection-cropped
This dataset is part of the DFB (DeepFake Benchmark) collection for deepfake detection research.
Dataset Information
Dataset Name: deep-fake-detection-cropped
Size: ~0.75 GB
Number of Files: 3,293
Task: Deepfake Detection / Video Classification
Usage
from datasets import load_dataset
dataset = load_dataset("dfb-data/deep-fake-detection-cropped")
Citation
If you use this dataset, please cite the original source.… See the full description on the dataset page: https://huggingface.co/datasets/dfb-data/deep-fake-detection-cropped.english-fake-news-detection
MiDe22: An Annotated Multi-Event Tweet Dataset for Misinformation Detection
5,284 English tweets with their misinformation labels for several recent events between 2020 and 2022, including the Russia-Ukraine war, COVID-19 pandemic, and Refugees. The dataset also includes user engagements with the tweets in terms of likes, replies, retweets, and quotes. For user engagements please use contact at the end of the dataset card.
Data Fields
tweet: a string feature.
label: a… See the full description on the dataset page: https://huggingface.co/datasets/ogozcelik/english-fake-news-detection.Fake_News_Detection_System_29.5kfake-audio-detection-augmentedfake-news-detection-dataset-EnglishThis is a cleaned and splitted version of this dataset (https://www.kaggle.com/datasets/sadikaljarif/fake-news-detection-dataset-english)
Labels:
Fake News: 0
Real News: 1
You can find the cleansing script at: https://github.com/ErfanMoosaviMonazzah/Fake-News-Detection
Fake_News_Detection_System_9KFake-News-Detection-datasetfake-news-detection-instructiondagit2-fake-detection
Datasets
small_train: 3000 rows (0: 1500, 1: 1500) (subset of train)
train: 43868 rows (0: 26871, 1: 16997)
test: 1000 rows (0: 500, 1: 500)
label
0: human
1: ai
ben-eng-fake-news-detection-datasetx_fake_profile_detection
Dataset: Detecting Fake Accounts on Social Media Portals—The X Portal Case Study
This dataset was created as part of the study focused on detecting fake accounts on the X Portal (formerly known as Twitter). The primary aim of the study was to classify social media accounts using image data and machine learning techniques, offering a novel approach to identifying fake accounts. The dataset includes generated accounts, which were used to train and test a Convolutional Neural Network… See the full description on the dataset page: https://huggingface.co/datasets/krishjackie/x_fake_profile_detection.Multilingual_Fake_News_DetectionFake-news-detection-dataset
