In this I had cleaned a text file using regular expressiions and other libraries of python like numpy,pandas,matplotlib
In the given text file following are the operations that are performed :
- 1st I had to clean the dataset here i.e remove the lines not containing any type of time ( 2 pm 2:00 pm etc )
- 2nd After cleaning it , I had to make a data frame with column date , name , text and timestamp included in the text After making the data frame
- 3rd I had Plot the various timestamps with their number