https://github.com/sayak119/knowmore-server

Twitter bot to provide broader perspective (Server)
https://github.com/sayak119/knowmore-server

chrome-extension flask flow-diagram google-cloud knowmore-server news news-articles newsapi nlp perspective python sentiment-analysis tweets twitter-api twitter-bot

Last synced: about 1 month ago
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Twitter bot to provide broader perspective (Server)

• Host: GitHub
• URL: https://github.com/sayak119/knowmore-server
• Owner: sayak119
• Created: 2018-06-26T16:14:35.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2022-12-08T00:59:02.000Z (about 2 years ago)
• Last Synced: 2024-07-30T18:52:39.735Z (5 months ago)
• Topics: chrome-extension, flask, flow-diagram, google-cloud, knowmore-server, news, news-articles, newsapi, nlp, perspective, python, sentiment-analysis, tweets, twitter-api, twitter-bot
• Language: Python
• Homepage:
• Size: 528 KB
• Stars: 5
• Watchers: 4
• Forks: 0
• Open Issues: 6
• Metadata Files:
  • Readme: README.md

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README

        
# KnowMore-Server

![Logo](images/newspaper.png)

Our Natural Language Processing pipeline performs entity and topic extraction from tweets to search for news articles from reliable sources and discover Wikipedia articles. We combine this information with sentiment analysis signals for the tweet as well as the news articles to select articles which have a different perspective from the tweet. It is properly and seamlessly integrated into the Twitter UI.

## Installation

### Server

* First clone the repository `https://github.com/sayak119/KnowMore-Server`

* Obtain the required credentials for the Twitter API, News API and Google Cloud Natural Language API.

* Then execute the following command

```python

pip3 install -r requirements.txt

python3 server.py

```

### Client

For Client (Chrome extension) visit [Know More Client](https://github.com/sayak119/KnowMore-Client).

## Flow Diagram

![Flow Diagram](images/flow_km.jpg)

## Mockup

Green is for agreeing with the article, yellow for neutral and red is for diagreeing with the article.

![UI Mockup](images/UI_mockup.jpg)

## Working

![How it looks](images/working.png)

## YouTube video

[Demo Video](https://youtu.be/xZpOr3u1WFk)