as_tabyl {janitor} | R Documentation |
Add tabyl
attributes to a data.frame.
Description
A tabyl
is a data.frame containing counts of a variable or co-occurrences of two variables (a.k.a., a contingency table or crosstab). This specialized kind of data.frame has attributes that enable adorn_
functions to be called for precise formatting and presentation of results. E.g., display results as a mix of percentages, Ns, add totals rows or columns, rounding options, in the style of Microsoft Excel PivotTable.
A tabyl
can be the result of a call to janitor::tabyl()
, in which case these attributes are added automatically. This function adds tabyl
class attributes to a data.frame that isn't the result of a call to tabyl
but meets the requirements of a two-way tabyl:
1) First column contains values of variable 1
2) Column names 2:n are the values of variable 2
3) Numeric values in columns 2:n are counts of the co-occurrences of the two variables.*
* = this is the ideal form of a tabyl, but janitor's adorn_
functions tolerate and ignore non-numeric columns in positions 2:n.
For instance, the result of dplyr::count()
followed by tidyr::spread()
can be treated as a tabyl
.
The result of calling tabyl()
on a single variable is a special class of one-way tabyl; this function only pertains to the two-way tabyl.
Usage
as_tabyl(dat, axes = 2, row_var_name = NULL, col_var_name = NULL)
Arguments
dat |
a data.frame with variable values in the first column and numeric values in all other columns. |
axes |
is this a two_way tabyl or a one_way tabyl? If this function is being called by a user, this should probably be "2". One-way tabyls are created by |
row_var_name |
(optional) the name of the variable in the row dimension; used by |
col_var_name |
(optional) the name of the variable in the column dimension; used by |
Value
Returns the same data.frame, but with the additional class of "tabyl" and the attribute "core".
Examples
as_tabyl(mtcars)