Fake news dataset
Detect and prevent the dissemination of false information.
- Available as a custom dataset request
- Get data from major social media and news websites
- 100% compliant scraping
CONFIADO POR 20,000+ CLIENTES EM TODO O MUNDO
CONFIADO POR 20,000+ CLIENTES EM TODO O MUNDO
{
"type": "object",
"fields": {
"news_records": {
"type": "array",
"active": true,
"items": {
"type": "object",
"fields": {
"article_id": {
"type": "text",
"active": true,
"sample_value": "FN12345"
},
"title": {
"type": "text",
"active": true,
"sample_value": "Shocking Discovery in Ancient Pyramid"
},
"author": {
"type": "text",
"active": true,
"sample_value": "John Doe"
},
"publication_date": {
"type": "date",
"active": true,
"sample_value": "2023-10-01"
},
"source_name": {
"type": "text",
"active": true,
"sample_value": "Unreliable News Network"
},
"source_url": {
"type": "url",
"active": true,
"sample_value": "https://unreliablenews.com/article123"
},
"source_reliability_score": {
"type": "number",
"active": true,
"sample_value": 2.3
},
"content": {
"type": "text",
"active": true,
"sample_value": "An ancient pyramid reveals a shocking secret..."
},
"credibility_rating": {
"type": "number",
"active": true,
"sample_value": 1.5
},
"fake_news_score": {
"type": "number",
"active": true,
"sample_value": 4.8
},
"fact_checked": {
"type": "boolean",
"active": true,
"sample_value": true
},
"fact_check_url": {
"type": "url",
"active": true,
"sample_value": "https://factchecker.org/fake-news/shocking-discovery"
},
"tags": {
"type": "array",
"active": true,
"items": {
"type": "text",
"sample_value": "conspiracy"
}
},
"comments": {
"type": "array",
"active": true,
"items": {
"type": "object",
"fields": {
"comment_id": {
"type": "text",
"active": true,
"sample_value": "CMT001"
},
"user": {
"type": "text",
"active": true,
"sample_value": "JaneSmith123"
},
"comment_text": {
"type": "text",
"active": true,
"sample_value": "This sounds too strange to be true!"
},
"sentiment_score": {
"type": "number",
"active": true,
"sample_value": -0.7
},
"date": {
"type": "date",
"active": true,
"sample_value": "2023-10-02"
}
}
}
}
}
}
},
"url": {
"type": "url",
"required": true,
"active": true,
"sample_value": "https://example.com/fake_news_data"
}
}
}
Fake news dataset sample
Choose from fully managed or self-managed fake news datasets. Fully managed datasets provide a hands-off experience with data maintained by our partners, while self-managed datasets allow you to set up and customize data collection and validation rules.
The fake news data points may include article title, author, publication date, source reliability, content credibility rating, and more.
THE PROCESS
Automated dataset creation platform
Streamline your data-collection process so you can focus on what matters.
-
Initial setup
Add the URLs of your target website.
-
Sample creation
Get AI-generated schema and sample. Set up validation rules.
-
Proof of concept
The scraper is built based on schema and validation rules.
-
Data collection & delivery
Data is collected and delivered.
Custom Dataset Pricing
CUSTOM DATASET
Assinatura
Starting from
$300/month
One time
Starting from
$1,000
Proof of Concept
One time
$500
- AI-Generated schema & sample
- Control over data validation
- Real-time product quantity est.
- Daily, Weekly, Monthly, Custom
Fake news datasets tailored to your needs
Get easy to use, well-structured datasets for any use case
Assinatura
Diferentes formatos de saída de ficheiros
Conjuntos de dados no formato JSON, ndJSON, CSV, ou Excel
Múltiplas opções de entrega
Dados escaláveis
Escalar sem se preocupar com infraestrutura, servidores proxy ou bloqueios
Campos de saída personalizados
Definir campos de saída personalizados para satisfazer requisitos empresariais específicos
Manutenção do código
Escala de dados
Definir servidores para tratar grandes quantidades de pedidos de dados
Apoio 24/7
Gestão da sua coleta de dados por um gestor de conta dedicado
Garantia da qualidade dos dados
Assegurar a fiabilidade e precisão dos dados para uma melhor tomada de decisões
Get structured and reliable Fake news data
Nós fornecemos os dados enquanto você se concentra no resto
Grande volume de dados web
Com as nossas capacidades de desbloqueio e rotação de IPs 24 horas por dia, garantimos o acesso a todos os pontos de dados de um sítio web.
Dados para utilização imediata
Todos os aspetos do processo de coleta de dados são cuidadosamente validados no âmbito do nosso sólido processo de validação de dados.
Fluxo de dados sem falhas
Crie horários personalizados para automatizar a entrega de dados e veja os dados fluírem sem problemas para o seu armazenamento.
How companies use Fake news datasets
Monitor publications
Verify the authenticity of news articles by analyzing specific data points that could potentially indicate on the validity of the article. Datapoints could include: source, date and time of publication and more.
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Machine learning
Media companies can train their machine learning model using fake news datasets. Data points such as article text, headlines, author, or publication sources helps the ML detect and remove false information automatically, ensuring quality and credibility of their content.
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Government and law enforcement
In the fight against disinformation and its negative effects on society, fake news datasets provide government agencies and law enforcement with a vital tool for tracking and monitoring false information.
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