A quick example on how you can ingest a PDF document with a table into a Pandas Dataframe and then run some asserts using the Great Expectations package.
AshHimself/etl-pipeline-from-pdf
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How to scrape a table within a PDF in Python, unit test the data for quality and then upload it to S3.
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