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Fake News Detection Using Python | Learn Data Science in 2024

Fake News Data Analysis Using Python

1. Introduction

As per the current scenario of social media and every kind of internet-related thing people are dependent on sometimes we don’t know that every news and article is not a real thing that happened

In the world, we believe that social media is the largest user base platform which consists of news that is sometimes real or fake this system identifies every kind of fake and real news with a powerful platform of data science and also uses a large amount of dataset which consists lots of news related data by analytical platforms.

What is FAKE NEWS?

A type of yellow journalism, fake news encapsulates pieces of news that may be hoaxes and is generally spread through social media and other online media. This is often done to further or impose certain ideas and is often achieved with political agendas. Such news items may contain false and/or exaggerated claims and may end up being virtualized by algorithms, and users may end up in a filter bubble.

What is TfidfVectorizer?

· TF (Term Frequency): The number of times a word appears in a document is its Term…