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Wrangling, analyzing and visualizing data gathered from WeRateDogs (@dog_rates) Twitter account, and an image prediction algorithm results. In this project, I queried Twitter’s API for each tweet’s JSON data to extract meaningful information (e.g., favorite count, retweet count) for data analysis.

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dpghazi-zz/twitter-api-web-scraping-and-data-analysis

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Twitter API Web Scraping & Data Analysis

Project Description

Wrangling, analyzing and visualizing data gathered from WeRateDogs (@dog_rates) Twitter account, and an image prediction algorithm results. In this project, I queried Twitter’s API for each tweet’s JSON data to extract meaningful information (e.g., favorite count, retweet count) for data analysis.

Overview

  • Web Scraping
  • Exploratory Data Analysis
  • Data Processing/Cleaning
  • Data Visualization

Tools & Libraries

  • Python (Pandas, Tweepy, Requests, JSON, Matplotlib)

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Wrangling, analyzing and visualizing data gathered from WeRateDogs (@dog_rates) Twitter account, and an image prediction algorithm results. In this project, I queried Twitter’s API for each tweet’s JSON data to extract meaningful information (e.g., favorite count, retweet count) for data analysis.

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