Developed a basic app for automated insights for tabular data. User need to select a target column, tool handles data pre-processing and provides insights as such important features, how such features are impacting the target data, simulating scenarios to evaluate actual impact of the features and a few. Kindly try exploring with your own dataset. Appreciate any feedback.
As usual streamlit was my go-to option for building such data apps.
Please find the details regarding the application as a blog here.
Link to the web-app
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Updated web application…Now using streamlit 0.82.0
Github link to insightsR: GitHub - Vinothsuku/insightsR: automated insights for tabular data
Blog updated: insightsR — automated insights for tabular data | by Vinoth Sukumaran | Analytics Vidhya | Apr, 2021 | Medium
Please feel free to try and let me know your comments…