Feature Request: Use Natural Language to explore, analyze and describe data

[meghdadFar]

Feature Request: Use Natural Language to explore, analyze and describe data

Description:

Wordview can extract a wide range of statistics and information from text data. These statistics are shown in plots, word clouds, and tables. The goal of this feature is to implement functionalities to describe data in natural language. The user should be able to pass a describe_in_nl=True argument to Exploratory Data Analysis (EDA) functions to get the description of the analysis in natural language. For instance, in the function TextStatsPlots.show_stats(), the user should be able to pass TextStatsPlots.show_stats(describe_in_nl=True). Or analogously, when calling TextStatsPlots.show_distplot(plot='doc_len') the user should be able to pass describe_in_nl=True. describe_in_nl should be implemented for all EDA functions.

Use Case:

• It's more intuitive to get a natural language description of your data which only highlights the most important points, than following all the details in plots, distributions, and word clouds.
• Sometimes the user just wants a quick description of what all these numbers in the plots mean.
• This feature can be quite useful for less technical users

Possible Implementation (optional):

TBD