Fake news detecting

Fake news detecting

A Python fake news detection app uses NLP and machine learning to spot false information. It pre-processes text, extracts features, trains a model, and evaluates accuracy to identify fake news

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Built at HackOdisha 3.0

Created on 9th September 2023

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Fake news detecting

Fake news detecting

A Python fake news detection app uses NLP and machine learning to spot false information. It pre-processes text, extracts features, trains a model, and evaluates accuracy to identify fake news

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The problem Fake news detecting solves

A Python-based fake news detection app addresses the growing issue of misinformation by automating the identification of false or misleading information in online news articles and social media posts. It helps users make informed decisions, promotes media literacy, and contributes to a more trustworthy digital information landscape.

Challenges we ran into

The main problem we faced was during the time of integrating backend to the frontend part of pur project . We overcame this by rectifying the error again and again and we also took help of chatGpt for this.

Tracks Applied (6)

Ethereum + Polygon Track

Integrating fake news detection into Ethereum: Store news data securely on the Ethereum blockchain.Use smart contracts ...Read More
Polygon

Polygon

Ethereum Track

Store news data securely on the Ethereum blockchain.Use smart contracts for automated verification.Establish a reputatio...Read More
Polygon

Polygon

Filecoin

Integrate your fake news detection with Filecoin for secure, decentralized storage and data verification using FIL token...Read More
Filecoin

Filecoin

Replit

My fake news detection project fits into the reality track by addressing the pressing issue of misinformation in the dig...Read More
Replit

Replit

Solana

Integrate your fake news detection with Solana for fast, low-cost verification using smart contracts and decentralized f...Read More
Solana

Solana

Fastn Track: Bringing next billion humans Online

My project aligns with the "fastness track" by prioritizing speed and efficiency in detecting and verifying fake news, e...Read More

fastn

Technologies used

Python

Jupyter Notebook

Windows 11

TailwindCSS and Flask

Discussion

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