Working with a advertising data set, indicating whether or not a particular internet user clicked on an Advertisement on a company website.
Created a model that will predict whether or not user will click on an ad based off the features of that user.
This data set contains the following features:
'Daily Time Spent on Site': consumer time on site in minutes
'Age': cutomer age in years
'Area Income': Avg. Income of geographical area of consumer
'Daily Internet Usage': Avg. minutes a day consumer is on the internet
'Ad Topic Line': Headline of the advertisement
'City': City of consumer
'Male': Whether or not consumer was male
'Country': Country of consumer
'Timestamp': Time at which consumer clicked on Ad or closed window
'Clicked on Ad': 0 or 1 indicated clicking on Ad
Creating a jointplot showing Area Income versus Age:-
Creating a jointplot showing the kde distributions of Daily Time spent on site vs. Age:-
Creating a jointplot of 'Daily Time Spent on Site' vs. 'Daily Internet Usage':-
Code is self explanatory.