Further analysis

[Fatemeh490]

Current Behaviour

say that I think the data type detected by ydata-profiling is what I want. So if I want to do more analysis on these data how can I access each variables?

Expected Behaviour

I want to use other kind of visualization like box plot or scatter plot and so on. So I need that detected data type.

Data Description

I an using Titanic dataset.

Code that reproduces the bug

No response

pandas-profiling version

v4.2.0

Dependencies

pandas==1.5.3

OS

No response

Checklist

• There is not yet another bug report for this issue in the issue tracker
• The problem is reproducible from this bug report. This guide can help to craft a minimal bug report.
• The issue has not been resolved by the entries listed under Common Issues.

[fabclmnt]

Hi @Fatemeh490,

thank you for your question. All the information available through the ydata-profiling report can be easily accessed through json.

Please see the code example below:

from json import loads
from ydata_profiling import ProfileReport

profile = ProfileReport(
        df,
        title='Example'
    )

report_json = loads(profile.to_json())

#Get the statistics per variable
variables_info = report_json['variables']

[Fatemeh490]

Great! That was what I wanted. Tnx

[fabclmnt]

Great!
I'll close this issue.