What a wonderful project! on Exploring Hacker News with the help of pandas and matplotlib. I admired like all the steps you have worked on, your introduction is so informing, the use of comments , the explanations are well worked on an well presented. I love the way you have applied regex to check the titles that contain the Ask HN and Show HN., the extraction you did in
cell, is also wonderful , thumbs up for the good work. The visualization process is well displayed and I like the listing you have done in the conclusion , those findings are so recommendable. Having said that, have got a suggestion to put across;
cell you could have applied the
reset_index() to the dataframe (df_mean), to avoid creation of ‘type’ as a new object but instead add it as column , same applies to
Otherwise to me, everything looks nice and just congratulating you for the nice presentation.