create_report() generates LinAlgError for singular matrix

sfu-db / dataprep

Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.

http://dataprep.ai

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create_report() generates LinAlgError for singular matrix #942

Open aatamgajjar opened 1 year ago

aatamgajjar commented 1 year ago

I'm trying to generate report for EDA for a very large dataset and it keeps throwing me a singular matrix error. Dataprep version is 0.4.3, the data is sensitive, and I won't be able to share. Is there a workaround to find which columns are generating this error?