we rate dogs twitter analysis
data wrangling (gather, assess, clean)
In this project, I would iterate over the entire scope of the data wrangling process - gathering data from multiple sources, assessing the data both visually and programmatically, and finally cleaning the data set for tidiness and quality issues to make it suitable for analysis and visualization.