https://github.com/aryashah2k/fakenewsdetectionspacy

A Customized Fake News Detection System Built Using Streamlit With SpaCy NLP Pipeline. The Web App Contains Frontend, Backend and Database Integration. Features: Detect Fake News For COVID and Afghanistan Crisis, Sign In/ Log In, View History, Get Sentiment Of The News Article

https://github.com/aryashah2k/fakenewsdetectionspacy

Science Score: 10.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
  • .zenodo.json file
  • DOI references
  • Academic publication links
  • Committers with academic emails
    1 of 3 committers (33.3%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (5.6%) to scientific vocabulary

Keywords

covid19-data fake-news jupyter-notebook nlp python spacy-pipeline streamlit webscraping
Last synced: 6 months ago · JSON representation

Repository

A Customized Fake News Detection System Built Using Streamlit With SpaCy NLP Pipeline. The Web App Contains Frontend, Backend and Database Integration. Features: Detect Fake News For COVID and Afghanistan Crisis, Sign In/ Log In, View History, Get Sentiment Of The News Article

Basic Info
  • Host: GitHub
  • Owner: aryashah2k
  • License: mit
  • Language: Jupyter Notebook
  • Default Branch: main
  • Homepage:
  • Size: 56.2 MB
Statistics
  • Stars: 21
  • Watchers: 2
  • Forks: 5
  • Open Issues: 0
  • Releases: 0
Topics
covid19-data fake-news jupyter-notebook nlp python spacy-pipeline streamlit webscraping
Created over 4 years ago · Last pushed about 2 years ago
Metadata Files
Readme License

README.md

FakeNewsDetectionSpacy

A Customized Fake News Detection System Built Using Streamlit With SpaCy NLP Pipeline. The Web App Contains Frontend, Backend and Database Integration.

Features: Detect Fake News For COVID and Afghanistan Crisis, Sign In/ Log In, View History, Get Sentiment Of The News Article\

To enable 'View history':\ i) Download and launch 'XAMPP' server.\ ii) In the XAMPP control panel- Start 'Apache' and 'MySQL'.\ iii) Place the project folder in XAMPP/htdocs, launch through index in the search bar of web browser.\ iv) Through the search bar, open phpMyAdmin home page.\ v) Create new database titled 'mydatabase' and create 3 tables and their columns:\ * current: username and number(numeric)\ * customer: username and password1\ * users: text , class and username

Owner

  • Name: Arya Shah
  • Login: aryashah2k
  • Kind: user
  • Location: Mumbai, India
  • Company: IIT Gandhinagar

Artificial Intelligence Engineer & Researcher

GitHub Events

Total
  • Watch event: 3
Last Year
  • Watch event: 3

Committers

Last synced: 8 months ago

All Time
  • Total Commits: 43
  • Total Committers: 3
  • Avg Commits per committer: 14.333
  • Development Distribution Score (DDS): 0.07
Past Year
  • Commits: 1
  • Committers: 1
  • Avg Commits per committer: 1.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Arya Shah a****2@n****n 40
AishwaryaP125 7****5 2
Rajashree Pati 6****9 1
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 8 months ago

All Time
  • Total issues: 0
  • Total pull requests: 2
  • Average time to close issues: N/A
  • Average time to close pull requests: about 3 hours
  • Total issue authors: 0
  • Total pull request authors: 2
  • Average comments per issue: 0
  • Average comments per pull request: 0.5
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
Pull Request Authors
  • Rajashree19 (2)
  • AishwaryaP125 (1)
Top Labels
Issue Labels
Pull Request Labels