Project Overview

The project involves wrangling and analysing data from a Twitter page (WeRateDogs). WeRateDogs is Twitter Account where Dogs are posted with their images, names and ratings.

The project focuses on wrangling the historical tweet (data) from the page, which was later analysed accordingly. The wrangling process followed different processes where I gathered the data in three phases. (i.) Manually (WeRateDogs archive data): A csv file provided by Udacity course instructor (ii.) Programmatically (image file): Requested the through url provided by Udacity course instructor (iii.) API (tweet json file): Gathered this through Twitter API

After gathering the data, I assessed the dataset using some python functions. Whilst assessing the datasets, I discovered some quality and tidiness issues. The issues with the datasets were cleaned afterwards.

The cleaned dataset was later analysed