$$ Use Excel the columns handle, datetime, sentiment$,$ and retweet$\_$count to create a bar chart of tweets over time for each candidate categorised by sentiment$.$ Use a separate series for positive and negative sentiments$.$

$$ Use a separate series for positive and negative sentiments$.$

$$ Calculate the ratio of positive retweets to negative retweets $($PN ratio$)$ for each period.