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Interactive Data Analysis (23)
Data Transformations (23)
Connect to Multiple Data Sources (23)
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It is less appropriate for any kind of python development as I have mainly used it for documentation, data handling, cleaning or visualizations.
Not so appropriate if you want to make codes that are constantly running.
1) analyze big data above millions of records
2) develop machine learning codes that can be deployed in production system
1) quick and easy statistical analysis
2) entry level users