systash/autotrain-data-fake_news_fine_tuned_v4

---
task_categories:
- text-classification

---
# AutoTrain Dataset for project: fake_news_fine_tuned_v4

## Dataset Description

This dataset has been automatically processed by AutoTrain for project fake_news_fine_tuned_v4.

### Languages

The BCP-47 code for the dataset's language is unk.

## Dataset Structure

### Data Instances

A sample from this dataset looks as follows:

```json
[
{
"text": "Many of us do not share Donald Trump s past values but we do love America In my opinion it is not about him It is about Who will preserve and a protect the constitution Who will protect the second amendment Who will not send your son or daughter into harms way unless there is a good reason Who does not support partial birth abortion Who wants to fix our inner cities and our infrastructure Who will improve our economy and bring jobs back to the USA Who is a nationalist and not a globalist Who will protect our vets from dying in the streets and on park benches and get them help when they need it Who supports our police firemen military men and women Who will protect our borders from criminal elements and terrorist Who will not leave Americans to die in foreign countries under the hands of terrorist Who is now a professed Christian and changed man according to many Christian leaders and pastors These are just a few reasons to vote for Donald Trump ",
"target": 1
},
{
"text": "Good morning Here s what you need to know President Trump is expected to order the construction of a Mexican border wall today and slash immigration of refugees from terror prone nations White House officials said He pressed automakers to increase jobs in the U S but a new forecast of a federal budget deficit that could expand to almost trillion over years could complicate his agenda to cut taxes and ramp up spending Mr Trump also revived two pipelines blocked under President Obama the Keystone XL pipeline the focus of years of debate over energy needs and climate change and the Dakota Access pipeline the target of Native American protests And tensions are rising between the U S and China Beijing after a challenge from a Trump spokesman insisted it had irrefutable sovereignty over disputed islands in the South China Sea China sees opportunities to extend its global reach with Mr Trump in power but it also sees a threat to its prized goal stability Israel discarding diplomatic restraint just a few days into the Trump administration approved the construction of housing units for Jews in West Bank settlements A month ago the Obama administration declined to veto a Security Council resolution condemning the settlements and last week a gathering of world leaders warned Israel to stop expanding them The office of Prime Minister Theresa May pledged to stay on its timetable for taking Britain out of the European Union despite a top court ruling requiring the approval of Parliament before the process can begin Political observers said it was unlikely that legislators despite being largely opposed to Brexit would try to block the will of the voters Three months after Prime Minister Narendra Modi abruptly banned percent of India s currency in a bid to fight black money hidden reserves that feed corruption unemployment is spreading and some people are going without fruit vegetables and milk This has actually hurt the poor enormously one business leader said Above a protest over cash shortages last week And this year s Oscar nominations are out Voters gave La La Land nominations a tie for the most in Academy Award history The academy also honored six black actors a record Here is the full list of nominees The Alibaba Group beat estimates with strong earnings The results showed how much the giant despite a growing global profile and its record I P O on Wall Street is still dependent on China Silver Lake an investment firm is leading a billion investment in Koubei an business that is part of what is increasingly known as the sector or O O President Trump s pick for the Federal Communications Commission Ajit Pai an from Kansas is expected to roll back rules that ban internet service providers from favoring certain websites and apps Nearly million Chinese citizens used their mobile phones to make payments last year an increase of percent from new government data shows Japan releases data on its imports and exports for December The country s economy has been struggling despite government efforts at stimulus South Korea and Taiwan release G D P figures Wall Street was up Here s a snapshot of global markets China s nuclear plant begun in the s was one of the country s most ambitious military projects Today the mountain has been reborn as a tourist attraction The New York Times Peter Thiel the American billionaire has taken New Zealand citizenship and quietly acquired a sprawling estate on Lake Wanaka New Zealand Herald Afghanistan ordered the arrest of nine bodyguards of Gen Abdul Rashid Dostum the more senior of the country s two vice presidents on accusations of the rape and torture of an Uzbek elder The New York Times A wave of smog is forecast to engulf four northern Chinese provinces as the Lunar New Year approaches Reuters Talks in Astana Kazakhstan may have done more to to firm up Russia s growing role in diplomacy over Syria than to create any progress toward peace The New York Times A proposal to ban the display of Vietnam s flag on city poles has divided the Vietnamese community of San Jose Calif The Mercury News Gambia s former president Yahya Jammeh didn t go into exile in Equatorial Guinea He left with two a and a plane full of luxury items The New York Times China s government has shut down of the country s golf courses since citing illegal land or water use Xinhua Scientists found the fossils of a huge nearly otter that roamed rivers and lakes in southwestern China about million years ago Reuters Doing just minutes of yoga can improve your bone health Vacations don t have to be all about relaxing Here s how to plan one with some good deeds along the way Recipe of the day Try this grilled cheese sandwich featuring mayonnaise for some midweek comfort food In China members of the Tanka people have survived on southern coastal waterways and on the margins of society since ancient times As big cities spread their floating way of life is disappearing Genetic research is taking some truly turns Ant researchers have identified the molecular and neural cues that help explain social behaviors including caring for young breeding even capturing and upstarts like tiny police officers And a pioneering scientist Maria Sibylla Merian captivated Europeans years ago with her studies of insects Now her findings are being celebrated again Grandstands filled with cheering fans perfectly plated vegetables and your country s name on the line this isn t your typical cooking competition This is the Bocuse d Or or the culinary version of the Olympics The competition which takes place this week in Lyon France was founded by the master French chef Paul Bocuse He was influential in establishing nouvelle cuisine which emphasizes ingredients and presentation At Mr Bocuse remains a king among chefs Long before became a trendy concept a Bocuse was learning how to butcher a cow for his first restaurant job He eventually joined his father at their family restaurant L Auberge du Pont de Collonges One year after he took over the restaurant won a Michelin star He recalled how early in his career he wowed a prominent food critic with fresh ingredients Mr Bocuse served haricots verts picked that morning lightly boiled and served with olive oil shallots and salt In The Times s Craig Claiborne described the restaurant outside of Lyon as one of the most elegant and proudest restaurants outside of Paris Mr Bocuse though once offered a less refined assessment of his skills Some men have mistresses Mr Bocuse once said I run a luxury restaurant Remy Tumin contributed reporting Your Morning Briefing is published weekday mornings What would you like to see here Contact us at asiabriefing nytimes com ",
"target": 0
}
]
```

### Dataset Fields

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

```json
{
"text": "Value(dtype='string', id=None)",
"target": "ClassLabel(names=['0', '1'], 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 | 7998 |
| valid | 2000 |

原始信息汇总

数据集概述

数据集名称

• 名称: AutoTrain Dataset for project: fake_news_fine_tuned_v4

数据集描述

• 任务类别: 文本分类
• 语言: 数据集语言的BCP-47代码为unk。

数据集结构

数据实例

• 数据实例包含以下字段：
  • text: 文本内容，类型为字符串。
  • target: 目标标签，类型为分类标签，包含0和1两个类别。

数据集字段

• text: 字符串类型，表示文本内容。
• target: 分类标签类型，包含0和1两个类别。

数据集分割

• 训练集: 7998个样本
• 验证集: 2000个样本

该数据集用于项目fake_news_fine_tuned_v4，通过自动处理生成，适用于文本分类任务。