[paddy_m]

Buckaroo started as a lowcode UI with an accompanying table. The low code UI lets you click on columns and perform actions (drop, fillNA, groupby). The dataframe is then modified, AND python code to perform the same action is emitted. Controlling the lowcode UI through keyboard shortcuts should be fairly straightforward.

The other feature I have played with in this area is auto-cleaning. Auto-cleaning looks at individual columns and emits cleaning commands to the low-code UI. Different cleaning strategies can be implemented and toggled through.

Buckaroo takes the view that being opinionated is good, so long as you can toggle through opinions to get the right combination of cleaning, display, or post-processing that you are looking for quickly. All of the features of buckaroo are also built to be easily extendable by users.

This feature saw very little use, so I haven't developed it much (I had to disable it after some refactorings). The lowcode UI is demonstrated at the end of the youtube video linked above.