The given dataset is a collection of data from a music community site Lastfm. For each user we have a log of every artist he /she had clicked to listen to it. In this data we also have demographic information on the user such as the sex of the User and Country in which the user belongs to. The given data set contains close to 30,000 records of Artist selections made by 15,000 users. Each row of our data set contains the name of the artist that a particular user had listened to. Our first user, a woman from Germany has listened to 16 artists, resulting in the first 16 rows of the data matrix.

The two demographic variables listed are gender & country

The top Artists. 

Countries with most number of Users.

The cutomers of lastfm are spread across 159 Countries. Most of its customers are from US, UK, Germany, Poland, Sweden and Brazil.