We have two goals for the final project:

1- We will be using sentiment analysis to see what people think about President Trump’s impeachment case.

2- To check if Americans want him to be impeached him or not.

Data Sources

As per the requirements of final project, we will gather data from two difference sources:

1- We will be extracting tweets from twitter through using keywords such as impeachment, Ukraine, etc. This source will be used to do text mining and sentiment analysis.

2- Dataset from “fiveThirtyEight” which will be used to see if Americans support impeaching Trump. This dataset will be used to visualize the descriptive statistics how people see President’s impeachment.


We were checking the top trends in twitter and came across this topic and we found this quite interesting. As an American, it caught our attention and we want to see people’s perception on that.