From 97b9a1b59b95dc13febe7e4c62a8639138f66a23 Mon Sep 17 00:00:00 2001 From: Hadley Wickham Date: Mon, 10 Apr 2023 10:55:51 -0500 Subject: [PATCH] Fix name in pivotting column (#1418) --- data-tidy.qmd | 4 ++-- diagrams/tidy-data.graffle | Bin 293331 -> 293325 bytes diagrams/tidy-data/names-and-values.png | Bin 40276 -> 41335 bytes 3 files changed, 2 insertions(+), 2 deletions(-) diff --git a/data-tidy.qmd b/data-tidy.qmd index f53dfd8..c8f1295 100644 --- a/data-tidy.qmd +++ b/data-tidy.qmd @@ -360,7 +360,7 @@ There are two columns that are already variables and are easy to interpret: `cou They are followed by 56 columns like `sp_m_014`, `ep_m_4554`, and `rel_m_3544`. If you stare at these columns for long enough, you'll notice there's a pattern. Each column name is made up of three pieces separated by `_`. -The first piece, `sp`/`rel`/`ep`, describes the method used for the diagnosis, the second piece, `m`/`f` is the `gender` (coded as a binary variable in this dataset), and the third piece, `014`/`1524`/`2534`/`3544`/`4554`/`5564/``65` is the `age` range (`014` represents 0-14, for example). +The first piece, `sp`/`rel`/`ep`, describes the method used for the diagnosis, the second piece, `m`/`f` is the `gender` (coded as a binary variable in this dataset), and the third piece, `014`/`1524`/`2534`/`3544`/`4554`/`5564`/`65` is the `age` range (`014` represents 0-14, for example). So in this case we have six pieces of information recorded in `who2`: the country and the year (already columns); the method of diagnosis, the gender category, and the age range category (contained in the other column names); and the count of patients in that category (cell values). To organize these six pieces of information in six separate columns, we use `pivot_longer()` with a vector of column names for `names_to` and instructors for splitting the original variable names into pieces for `names_sep` as well as a column name for `values_to`: @@ -432,7 +432,7 @@ When you use `".value"` in `names_to`, the column names in the input contribute #| label: fig-pivot-names-and-values #| echo: false #| fig-cap: > -#| Pivoting with `names_to = c(".value", "id")` splits the column names +#| Pivoting with `names_to = c(".value", "num")` splits the column names #| into two components: the first part determines the output column #| name (`x` or `y`), and the second part determines the value of the #| `id` column. diff --git a/diagrams/tidy-data.graffle b/diagrams/tidy-data.graffle index 6e8a6054f04b0fd37f0c2fa76793f94381912f13..f394d3aeda43f49c8857c4a2a8e06160ecb86a64 100644 GIT binary patch delta 22712 zcmYhh1yCK&6E%vv1=j!x?he5vK`!pW-Q9yO?v{)D#kmk9I3&2chv328-5>wo_r6!J 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