Bug Report: extreme values results mixed up while comparing profiling reports

[hzhu6666]

Current Behaviour

Expected Behaviour

left side should always represent df1 using blue color; right side should be df2 using red. Frequency calculation needs to be calculated based on the correct total value in the second picture.

Data Description

generated in code below

Code that reproduces the bug

import ydata_profiling as yp
import pandas as pd

df1 = pd.DataFrame([1]*50+[0]*50,columns=['point'])
df2 = pd.DataFrame([1]*9+[0]*1,columns=['point'])

report1 = yp.ProfileReport(df1, minimal=True)
report2 = yp.ProfileReport(df2, minimal=True)
comparison_report = yp.compare([report1,report2],compute=True)
cname = 'test.html'
comparison_report.to_file(cname)

pandas-profiling version

v4.7.0

Dependencies

pandas==2.2.1

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.