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Data · dataset · 2022

Phoenyx83/ISOT-Fake-News-Dataset-FineTuned-2022

Listed in Hugging Face Datasets

Dataset for project: FakeLuke-ISOT Dataset Description A refined variant of the ISOT dataset.

Description

For our binary task, only two tags are needed: type (fake or true) and text. In order to achieve that we take both of the .csv files and we trim the article tags: title, type and publishing date.

Next, besides the text we add a new column “type” and we mark it with 0 for real news and 1 for fake news. We further trim the Fake.csv file by eliminating all the empty columns, the… See the full description on the dataset page: huggingface.co/datasets/Phoenyx83/ISOT-Fake-News-Dataset-FineTuned-2022.

Links

Where it is published

Catalogue records · 1

Topics

Stated by source
text classification
From keywords
Computer Science & AI
Inferred from text
Text 75%
Provenance · 1 source records, 9 field assertions
SourceKeyLast seenRaw
Hugging Face DatasetsPhoenyx83/ISOT-Fake-News-Dataset-FineTuned-202214 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · Hugging Faceconnector:huggingface@1.0.0/gated
concepts[field].local:field:computer-science-aimapping · Hugging Faceconnector:huggingface@1.0.0
concepts[modality].local:modality:textenrichment · Hugging Facekeyword-concept-rules@1.0.0title+description (75%)
concepts[task].hf_task:text-classificationsource · Hugging Faceconnector:huggingface@1.0.0/tags[task_categories:*]
created_datesource · Hugging Faceconnector:huggingface@1.0.0
descriptionsource · Hugging Faceconnector:huggingface@1.0.0/description
publication_datesource · Hugging Faceconnector:huggingface@1.0.0
titlesource · Hugging Faceconnector:huggingface@1.0.0/id
updated_datesource · Hugging Faceconnector:huggingface@1.0.0