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Epic: Data Explorer Summary Panel statistics
When the Summary Panel is expanded, it will dynamically calculate and then reveal additional summary statistics for that specific column. This is a lazy operation in the backend as it would otherwise be costly for long/wide datasets.
Summary stats will be right aligned at the decimal place:
NA: 15
Median: 14
Mean: 15.7
SD: 2.1
Min: 1.2
Max: 20.3
Completed:
- [x] Numeric in R
- [x] Numeric in Python
- [x] String in R
- [x] String in Python
- [x] Date in R
- [x] Date in Python
- [x] Datetime in R
- [x] Datetime in Python
- [x] Boolean in R
- [x] Boolean in Python
- [ ] Unknown in R
- [ ] Unknown in Python
Parent Categorical: https://github.com/posit-dev/positron/issues/3417
- [ ] Factor/Categorical in R
- [ ] Factor/Categorical in Python
Number
- Median
- Mean
- Standard Deviation (SD)
- Min
- Max
Boolean
- TRUE N (%)
- FALSE N (%)
String
- Empty: N ( this is equivalent to a
""string - implicit missing) - Unique (Number of unique strings)
String sub-category: Categorical/Factor
- Levels - Ordered/Not Ordered + number
Date or Datetime or time
- Number of unique
- Mean
- Median
- Min
- Max
- If time, timezone
Array -- holding off for now
- Number of unique
Struct -- holding off for now
- Number of unique
Unknown -- holding off for now
- Number of unique