exploratory analysis

This is a good post on making visualisations with pandas data frame in Python. It covers uni-variate plots like histograms, line plots, density plots and multivariate plots like correlation plot matrix and scatter-plot matrix. Before diving into feature engineering and data cleaning, it is a good idea to have a good understanding of the data. … Read more