What features influence the emerging of trends and patterns?

In this section, the best explainable visualisations to highlight the features influence are displayed. Specifically, this section will help you to show which variables carry more weight in the model’s predictions.



A scatterplot is a visual representation of data points on a two-dimensional plane, with each point indicating the values of two variables. It is used to identify relationships, trends or patterns between the variables, making it a visual way to assess the strength and direction of the relationship between variables and a valuable tool for exploring correlations and outliers in datasets.