Generating Profile Report
For generating the profile report we will simply use the Profile Report from pandas_profile and input will the dataframe.
Python3
# forming ProfileReport and save# as output.html fileprofile = ProfileReport(data)profile |
Pandas Profiling in Python
Pandas is a very vast library that offers many functions with the help of which we can understand our data. Pandas profiling provides a solution to this by generating comprehensive reports for datasets that have numerous features. These reports can be customized according to specific requirements. In this article, we will dive into this library’s functionalities and explore its various features like:
- Installation of Pandas Profiling
- Importing Pandas Profiling
- Generating Profile Report
- Exploring Profile Report Generated
- Overview
- Variables
- Correlations
- Missing Values
- Sample
- Saving the Profile Report
Contact Us