Visualizing data manipulation operations




Your dataset
Filter
Select

ex: i sex=='F', state=='NY'

ex: i wage, starts_with('countr')


Your dataset
Mutate

ex: i sumFM = father + mother


Your dataset

Group_by (made visual with arrange )

Summarise

ex: i mean(wage), n(), max(height)