High-Performance Open-Source Archive
generate_crosstab() gains multiple_columns
and multiple_columns_filter arguments. When
multiple_columns = TRUE (requires at least 2 columns in
...), each column is treated as a binary indicator: rows
where the column equals multiple_columns_filter (default
1L) are counted per x category and presented
as side-by-side frequency/percent columns in a single wide table. All
grouping options (group_as_list,
calculate_per_group, group_as_hierarchy) are
supported.generate_crosstab() gains a
multiple_columns_type argument (default
"default"). When multiple_columns = TRUE and
multiple_columns_type = "stacked", the columns supplied in
... are combined as a two-level hierarchical pivot: each
level-1 category gets a subtotal column pair (frequency + percent), and
the level-2 categories produce individual column pairs beneath it.
Column labels follow the pattern
"Frequency__<level-1 label>__<level-2 label>".
The top-level spanner groups all frequency columns first, followed by
all percent/proportion columns.generate_output() now produces HTML (via the
gt package) and PDF outputs, with proper spanner/header
handling for cross-tabulated tables and consistent numeric formatting
matching the XLSX output.generate_frequency() and
generate_crosstab(): setting both
group_as_list = TRUE and
group_as_hierarchy = TRUE now returns a nested
named list with a grand-total entry at each level (no warning).
The total entry key is formatted as
"{var_label}: {label_group_hierarchy}". Previously,
group_as_list was silently overridden with a warning.add_facade(), get_tsg_facade()) now
applies consistently across XLSX, HTML, and Word output.
get_tsg_facade(which = "html") and
get_tsg_facade(which = "docx") load format-specific
defaults from new built-in YAML files
(inst/extdata/facade/html/default.yaml,
inst/extdata/facade/docx/default.yaml). Per-table
add_facade() overrides are merged into all output formats
automatically.resolve_facade() gains a which argument
for format-aware fallback when resolving user overrides.gt_apply_facade() (HTML renderer) now supports the full
cross-format key set: body.*, header.*,
spanner.*, col_first.*,
col_last.*, row_group.*,
source_note.*, footnotes.*,
border_outer.*, border_header.*, and
table.lastRowBold.tsg_to_flextable() (Word renderer) gains full facade
key coverage with flextable-native styling.get_tsg_facade() throwing
object 'facade_path' not found when called with a named
facade that does not exist in the built-in YAML directory (#9).sort_except in generate_frequency()
being applied only to the first variable when two or more variables are
supplied (#8).position_total = "top" in
generate_frequency() — cumulative columns are now set to
NA for the total row when it is placed at the top
(#6).generate_frequency() and
generate_crosstab() to remove self-recursion. Both
functions now use extracted freq_compute_group() and
crosstab_compute_group() helpers with a nest/map/unnest
approach, eliminating duplicated pipeline code and improving
maintainability.val_to_group_key() and
build_nested_group_list() to support recursive nested-list
construction.generate_frequency() and
generate_crosstab()generate_crosstab() now allows 1 or more variables to
be specified in the x argument for hierarchical
grouping.<- back hyperlink in the generated Excel
output when table list is included.NA
valuesgenerate_template() for generating facade and
table-list templates.top_n
frequencies.
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