To find the relationship between two columns in dataset, seaborn can find it by using a scatter plot matrix.
# Create a scatter plot matrix %matplotlib inline import seaborn as sns num_cols = ["Age", "Height", "Weight", "Duration", "Heart_Rate", "Body_Temp", "Calories"] sns.pairplot(frame[num_cols], size=2)
To show details in two specific data, e.g. Duration and Calories
# Plot duration vs calories by gender sns.lmplot(x = 'Duration', y = 'Calories', data = frame, hue = "Gender", palette = "Set2", fit_reg = False)