Practice: Plotting the Data
Explore practical data visualization by converting string timestamps to DateTime objects, extracting features like month and weekday, and creating countplots to analyze reasons for emergency calls. This lesson helps develop skills in time-based data manipulation and advanced plotting techniques using pandas and seaborn.
Task 1: Convert a string to timestamp
We’ve already created two new columns from title. The timeStamp column tells us the year, month, day, hour, minute, and second of the timestamp. We can use these in many ways. The data type is a string for this column.
For this task, convert the values in the timeStamp column from strings to DateTime objects. Then, check the type of any data entry in the timeStamp column and ...