Data Exploration of Housing Data

This tutorial covers how to do some of the most common data exploration tasks using Fire Insights.

The below workflow:

• Reads the Housing dataset

• Calculates summary statistics for important variables

• Creates a histogram to show the distribution of the Sale Price variable

• Creates a graph to show the relationship between Sale Price and Basement Square Footage

• Creates a matrix to show the correlation between important variables

• Flags outliers in Ground Living Area and graphs the results

The tutorial for this workflow is available here: https://docs.sparkflows.io/en/latest/tutorials/data-exploration/housing-data-exploration.html

#dataexploration