From 7a74e6a1db5e5a8cf4417bd44a795ff60734291a Mon Sep 17 00:00:00 2001 From: Hadley Wickham Date: Thu, 3 Mar 2022 10:14:00 -0600 Subject: [PATCH] Add some explanatory text + diagrams --- data-tidy.Rmd | 63 ++++++++++++++++++++++++++++ diagrams/tidy-data.graffle | Bin 0 -> 272297 bytes diagrams/tidy-data/cell-values.png | Bin 0 -> 23104 bytes diagrams/tidy-data/column-names.png | Bin 0 -> 25182 bytes diagrams/tidy-data/variables.png | Bin 0 -> 23319 bytes 5 files changed, 63 insertions(+) create mode 100644 diagrams/tidy-data.graffle create mode 100644 diagrams/tidy-data/cell-values.png create mode 100644 diagrams/tidy-data/column-names.png create mode 100644 diagrams/tidy-data/variables.png diff --git a/data-tidy.Rmd b/data-tidy.Rmd index 090e80f..6fabd8a 100644 --- a/data-tidy.Rmd +++ b/data-tidy.Rmd @@ -228,6 +228,69 @@ billboard_tidy |> scale_y_reverse() ``` +### How does pivoting work? + +Now that you've seen what pivoting can do for you, it's worth taking a little time to gain some intuition for what's happening to the data. +Let's make a very simple dataset to make it easier to see what's happening: + +```{r} +df <- tribble( + ~var, ~col1, ~col2, + "A", 1, 2, + "B", 3, 4, + "C", 5, 6 +) +``` + +Here we'll say there are three variables `var` (already in a variable), `name` (the column names in the column names), and `value` (the cell values). +So we can tidy it with: + +```{r} +df |> + pivot_longer( + cols = col1:col2, + names_to = "names", + values_to = "values" + ) +``` + +How does this transformation take place? +It's easier to see if we take it component by component. +Columns that are already variables need to be repeated, once for each column in `cols`, as shown in Figure \@ref(fig:pivot-variables). + +```{r pivot-variables} +#| echo: false +#| out.width: ~ +#| fig.cap: > +#| Columns that are already variables need to be repeated, once for +#| each column that is pivotted. +knitr::include_graphics("diagrams/tidy-data/variables.png", dpi = 144) +``` + +The column names become values in a new variable, whose name is given by `names_to`, as shown in Figure \@ref(fig:pivot-names). +They need to be repeated for each row in the original dataset. + +```{r pivot-names} +#| echo: false +#| out.width: ~ +#| fig.cap: > +#| The column names of pivoted columns become a new column. +knitr::include_graphics("diagrams/tidy-data/column-names.png", dpi = 144) +``` + +The cell values also become values in a new variable, with name given by `values_to`. +The are unwound row by row. +Figure \@ref(fig:pivot-values) illustrates the process. + +```{r pivot-values} +#| echo: false +#| out.width: ~ +#| fig.cap: > +#| The number of values are preserved (not repeated), but unwound +#| row-by-row. +knitr::include_graphics("diagrams/tidy-data/cell-values.png", dpi = 144) +``` + ### Many variables in column names A more challenging situation occurs when you have multiple variables crammed into the column names. diff --git a/diagrams/tidy-data.graffle 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