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
{
"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
Automated dataset creation platform
-
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
- AI-Generated schema & sample
- Control over data validation
- Real-time product quantity est.
- Daily, Weekly, Monthly, Custom
Fake news datasets tailored to your needs
Data subscription
Subscribe to access datasets at a significantly reduced cost.
File output formats
JSON, NDJSON, JSON Lines, CSV, Parquet. Optional .gz compression.
Flexible delivery
Snowflake, Amazon S3 bucket, Google Cloud, Azure, and SFTP.
Scalable data
Scale without worrying about infra, proxy servers, or blocks.
Cost savings
Customize any dataset using filters and formatting options.
Code maintenance
Datasets are maintained based on website structure changes.
Simplified integrations
Benefit from integrations with Snowflake and AWS.
24/7 support
A dedicated team of data professionals is here to help.
Leaders in compliance
Data is ethically obtained and compliant with all privacy laws.
Get structured and reliable Fake news data
We’ll provide the data while you focus on the rest
High-volume web data
With our unblocking capabilities and round-the-clock IP rotation we ensure access to all data points on a website.
Data for immediate use
Every aspect of the data collection process is thoroughly validated as part of our robust data validation process.
Automated data flow
Create custom schedules to automate data delivery and watch the data flow seamlessly into your storage.
How companies use Fake news datasets
Monitor publications
Machine learning
Government and law enforcement
