Photo by billow926 on Unsplash

A quick way to get insight from the data at first glance.

Sometimes we don’t have much time to analyze data, in such cases we look for recovery tools.
We can consider Pandas Profiling as one of these tools. This tool gives us an incredible expletory data analysis report. The report consists of the DataFrame overview, each attribute on which DataFrame is defined, correlations between attributes (Pearson correlation and Spearman correlation…), and a sample of DataFrame.

With the help of pandas-profiling two lines of code, we can quickly perform many analyzes of the data we have.
Let’s see what it can do in an example dataset to get to know Pandas Profiling…

R.Caliskan

Data Scientist

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store