metadata

task_categories:
  - text-classification

AutoTrain Dataset for project: test13

Dataset Description

This dataset has been processed for project BDA594-fake-news-classification model.

Dataset Structure

Data Instances

A sample from this dataset looks as follows:

[
  {
    "text": "MOSCOW\u2014Warning President Volodymyr Zelensky think carefully repercussions changing country\u2019s college football conference alignment, Russian president Vladimir Putin reportedly vowed retaliation Friday Ukraine ever become member Big Ten. \u201cThere absolutely reason Ukraine needs join Big Ten outside provoking Russia, move apply membership met harshest consequences,\u201d said Putin, pointing Ukraine\u2019s position neutral firewall countries long served geographical buffer Russia Big Ten members like Indiana University Rutgers. \u201cAny move even increase number games Ukraine Big Ten schools considered act aggression Russian state met proportionate force. universities stoking hostility Russia decades, caution Ukraine indulge thirst power. Frankly, Zelensky\u2019s good. know University Michigan cofounded Big Ten years ago vehicle nefarious interests NCAA Division sports, urge Ukraine become puppet [University Michigan athletic director] Alan Haller prolonged proxy season Big Ten schools Russia.\u201d press time, tensions rising Russia pulled ambassador Penn State. Watch Biden Asks Americans Come Sit Keep Company End CC Share Subtitles English Share Video Facebook Twitter Email Reddit Link view video Biden Asks Americans Come Sit Keep Company End Week's Viral News: September 22, 2023 Friday 2:58PM Study Finds LSD Highly Effective Ruining Nephew\u2019s Baptism Thursday 10:44AM",
    "target": 0
  },
  {
    "text": "Coast Guard searching 35yearold man fell overboard Carnival cruise ship near Florida Monday, according statement . man passenger Carnival Magic cruise ship, 186 miles east Jacksonville fell water. Security footage shows leaned railing room balcony fell water around 4:10 a.m. Monday, cruise corporation said statement. reported missing companion late Monday afternoon. Officials released identifying information man age. cruise ship released Coast Guard search rescue efforts continue way Norfolk, Virginia, scheduled arrive Tuesday. \"The Carnival Care Team providing support guest\u2019s companion traveling party board,\" Carnival said. Coast Guard using air water assets search passenger.",
    "target": 1
  }
]

Dataset Fields

The dataset has the following fields (also called "features"):

{
  "text": "Value(dtype='string', id=None)",
  "target": "ClassLabel(names=['fake', 'real'], id=None)"
}

Dataset Splits

This dataset is split into a train and validation split. The split sizes are as follow:

Split name	Num samples
train	508
valid	128