Outlier detection and removal using IQR:

Importing Libraries:

Printing first 10 rows:

Statistically describing the dataset:

Visualizing outliers by boxplot:

Visualizing outliers by seaborn boxplot:

 
Visualizing outliers by scatter plot:

Visualizing outliers by hist plot:

 Calculating Q1 and Q3:

Calculating IQR:

Finding Lower Limit and Upper Limit:

 
Printing the rows below Lower Limit and above Upper Limit(Outliers):

Data within the lower and upper limit (Without outliers):