I have changed scripts to get data from URL with Pandas.
I.What do you learn?
Let me show you how to use AutoViz, which visualizes a dataset with a line of code. It creates bar charts grouped by the columns of strings like these:
These chars are very useful for exploratory data analysis. I think other EDA libraries do not automatically create such kind of charts.
Some more related charts will be added if you give depVar=”nationality” as Ram Seshadri has commented on this post below. They show the differences by nationality in distribution and provide better insights into the variables.
The data I used is here:
Please download the above data and give a name like “TITLE.csv“.
You can see my sample codes here: