Data Exploration is the beginning phase in conducting data science project. However, as we know R is more powerful than Python when it comes to the descriptive analytics. However, as a big fan of Python, I am eager to find all way to get the same benefit while still using Python. "DataExplorer" and "RPy2" are the answers. "DataExplorer" is an R package which can produce a single HTML data report in just using 1 function.
Now you can enjoy this attractive package in Python with the help of RPy2.
You can find the notebook here
You can find the report.html here
Here is the snippet of what the report look like.
