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This project performs text analysis on 5000 Twitter-related news articles from May to November 2022. This project includes 4 parts: API data extraction process, EDA and tabular data processing, text processing, and the use of several NLP methods to perform sentiment analysis and topic modeling.

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xavierw39/Twitter-Text-Analysis

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Twitter Text Analysis

Background

On April 14, 2022, Elon Musk, the founder of Tesla and SpaceX, announced his intention to acquire Twitter. The acquisition was settled six months later. In these months, many incidents have happened that reflected the confrontations and negotiations between the social platform and the business magnate.

Project Introduction

This project uses Newsdata API to extract from the web about 5000 Twitter-related news articles from May to November 2022. This project includes:

  • a short description of API data extraction process
  • text processing
  • EDA on the news text, and
  • the use of several NLP methods aimed to identify the trending news topics and the buzzwords regarding Twitter

About

This project performs text analysis on 5000 Twitter-related news articles from May to November 2022. This project includes 4 parts: API data extraction process, EDA and tabular data processing, text processing, and the use of several NLP methods to perform sentiment analysis and topic modeling.

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