# Stand equality ## Mutate individual tree records Calculate a new column from values recorded from an individual tree. * 5 cm diameter classes * diameter increment ```R df |> mutate(newColumn = function(Value) ``` ## Summarise functions Calculate a single value for a group using `group_by() |> summarise()` * q value * Gini coefficient * Shannon Diversity Index * SDI * transition period (C&A used cores) * annual recruitment * TH (filter just the height data) ```R df |> group_by(Plot, Year) |> summarise( measure = function(Value) ) ``` ## Mutate aggregate values Calculate a new column from group-level aggregate values * form class * form height ```R df |> mutate(newColumn = function(Value) ```