part 1: Missing Data | Data Cleaning | Machine Learning Python

Published: 31 December 2022
on channel: Data Science Camp

open notepad n copy paste the dataset below then save file as .csv

Duration,Date,Pulse,Maxpulse,Calories
60,'2020/12/01',110,130,409.1
60,'2020/12/02',117,145,479.0
60,'2020/12/03',103,135,340.0
45,'2020/12/04',109,175,282.4
45,'2020/12/05',117,148,406.0
60,'2020/12/06',102,127,300.0
60,'2020/12/07',110,136,374.0
450,'2020/12/08',104,134,253.3
30,'2020/12/09',109,133,195.1
60,'2020/12/10',98,124,269.0
60,'2020/12/11',103,147,329.3
60,'2020/12/12',100,120,250.7
60,'2020/12/12',100,120,250.7
60,'2020/12/13',106,128,345.3
60,'2020/12/14',104,132,379.3
60,'2020/12/15',98,123,275.0
60,'2020/12/16',98,120,215.2
60,'2020/12/17',100,120,300.0
45,'2020/12/18',90,112,NaN
60,'2020/12/19',103,123,323.0
45,'2020/12/20',97,125,243.0
60,'2020/12/21',108,131,364.2
45,NaN,100,119,282.0
60,'2020/12/23',130,101,300.0
45,'2020/12/24',105,132,246.0
60,'2020/12/25',102,126,334.5
60,2020/12/26, 100,120,250.0
60,'2020/12/27',92,118,241.0
60,'2020/12/28',103,132,NaN
60,'2020/12/29',100,132,280.0
60,'2020/12/30',102,129,380.3
60,'2020/12/31',92,115,243.0

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