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I would like to use pandas profiling to generate some kind of summary to look at on a regular basis. I don't need the whole report though, I'm just interested in the alerts or warnings section. So I was wondering if there is a way to only output this? If there was a way that would not even create the rest of the report that would be amazing. Unfortunately I cannot find much about that.

import pandas_profiling as pp
profile = pp.ProfileReport(data, title = "data")
corianne1234
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  • Not sure if there is. You can do a lot with configuration though: https://pandas-profiling.github.io/pandas-profiling/docs/master/rtd/pages/advanced_usage.html – DSteman Jan 07 '22 at 10:35
  • hmm, i don't even find the three main sections "overview", "alerts" and "reproduction". Do you know if the documentation says anything about them, I can't see anything which seems weird. – corianne1234 Jan 10 '22 at 17:32

1 Answers1

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you can set minimal=True. It uses a minimal configuration file where the most expensive computations are turned off by default.

import ydata_profiling as pp
profile = pp.ProfileReport(data, title = "data", minimal=True)

Reference: https://ydata-profiling.ydata.ai/docs/master/pages/getting_started/quickstart.html

Sourav Mohanty
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