A simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text data, NLP Profiler will return either high-level insights or low-level/granular statistical information about the text in that column.

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Initial methodology involved the use of if-else ladders checking all respondents against predefined requirements for our four desired profiles.