Fakenews dataset analysis
Machine learning on a fake news data set. More information Analysis of a FakeNews dataset with Machine Learning.
Sample
Here is a sample of the dashboard.
With machine learning services it was possible to automatically extract:
- name of the author
- language
- article content
- translation of the article to English
- relevant terms (entity name recognition)
- sentiment
Folders content
- Python: the python scripts to scrape, process and load the news
- Dataset: the news scraped and processed, exported as json text files
- Resources: the newsletters downloaded from euvsdisinfo.eu
- Jupyter: a juptyter notebook
- kibana: the kibana dashboard