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abhijithneilabraham / tableQA

AI Tool for querying natural language on tabular data.
GNU General Public License v3.0
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Suggestion to include summary feature #46

Open AyshaMubaris opened 3 years ago

AyshaMubaris commented 3 years ago

Can tableQA have a parameter passed that generates the summary for the data set / gives useful insights about the dataset.

abhijithneilabraham commented 3 years ago

Good suggestion. Will work on this soon.

AyshaMubaris commented 3 years ago

Pandas has functions like info , describe, shape which separately provides insights about the data . I feel that it would be better if the summary feature includes the option to combine all of the insights such as the 5-point summary, column-data types, no of rows and columns, no of entries in each column along with no. of non-null, non-na values etc. into a single table.

svjack commented 3 years ago

I think should add a module about auto generate questions from table data, which give a introduction about which kind of questions, people can asked in this table dataset.

abhijithneilabraham commented 3 years ago

@svjack That would be a cool project, but it requires more AI, and training using datasets and stuff. Do you have an approach in mind?

svjack commented 3 years ago

@svjack That would be a cool project, but it requires more AI, and training using datasets and stuff. Do you have an approach in mind? I think this may help : https://github.com/ramsrigouthamg/Questgen.ai/issues/11