Wrangle-and-Analyze-Data--WeRateDogs-

In the following project I am going to gather and analyze data all around the Twitter account "WeRateDogs". For that, data is gathered via manual download, programmatical download and over an API. After that I am going to assess this data, define the issues found during the assessment and clean these issues to get a cleaned master dataframe.

After wrangling data, In Data anlaysis section we will to try to answer the following questions:

1- What is the most device used for Twitter in WeRateDogs™ ?

2- What is the most popular dog in WeRateDogs™ ?

3- Based on predicted the most likely dog breed, Which breed gets retweeted and favorited the most overall in WeRateDogs™ ?

4- Where dose the trend of tweets posted go over time in WeRateDogs™ ?