[GitHub] [superset] ktmud edited a comment on issue #12724: [SIP] Propose visualizations based on data

[GitBox <gi...@apache.org>]

ktmud edited a comment on issue #12724:
URL: https://github.com/apache/superset/issues/12724#issuecomment-766729401


   Thanks for bringing up this topic! This definitely is an interesting area of work and has a lot of potential for Superset.
   
   What you described is automated chart specification, or automated Exploratory Data Analysis (EDA), which is also quite big among DataViZ & ML researchers: https://github.com/mstaniak/autoEDA-resources
   
   It would be tremendously valuable if we could somehow integrate the latest research findings to an open source/commercial BI software.
   
   This SIP is a good starting point, but I’d recommend keep researching on this topic and start digging into the a Superset codebase/architecture to form a better idea of
   
   1. What is possible and what is not, and
   2. What is the MVP
   3. Which API we need to change or add?
   4. What other areas of work we need to tackle first before working on this? E.g. SIP-34 column stats looks like a must.
   
   
   Some other useful links:
   - https://github.com/antvis/AVA
   - https://exploratory.io/
   - https://www.usedive.com
   


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