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Description
Here is a full list of outstanding DataFrame methods we'd like to eventually support. Each of these should be added in a separate PR. I'd recommend looking to tidylog for inspiration of actual implementation and log message content.
Select columns and/or filter rows
-
df.loc
,df.iloc
- note that these are
properties
, which won't work exactly the same as others - could also just re-order columns
- note that these are
Adding columns
-
df.assign
-
df.__setitem__
-
df.loc
,df.iloc
- how to handle this being used for both getting and setting?
Indexes
-
df.reindex
Joining
-
df.merge
-
df.join
-
df.concat
-
pd.merge
-
pd.merge_asof
Reshaping
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df.stack
-
df.unstack
Aggregating
-
df.pivot_table
-
df.groupby
Misc
-
df.pipe
?
Activity