├── .Rbuildignore
├── .gitignore
├── .travis.yml
├── DESCRIPTION
├── LICENSE.md
├── NAMESPACE
├── NEWS.md
├── R
    ├── arrange.R
    ├── bind_cols.R
    ├── bind_rows.R
    ├── decr.R
    ├── filter.R
    ├── group.R
    ├── join.R
    ├── mutate.R
    ├── n_obs.R
    ├── print.R
    ├── pull.R
    ├── repos.R
    ├── select.R
    ├── slice.R
    ├── summarise.R
    ├── tabsort.R
    ├── tbl.R
    ├── tbl_frame.R
    ├── tbltools-package.R
    ├── utils-pipe.R
    └── utils.R
├── README.Rmd
├── README.md
├── _pkgdown.yml
├── codecov.yml
├── cran-comments.md
├── docs
    ├── CNAME
    ├── LICENSE.html
    ├── authors.html
    ├── docsearch.css
    ├── docsearch.js
    ├── extra.css
    ├── index.html
    ├── link.svg
    ├── logo.png
    ├── news
    │   └── index.html
    ├── pkgdown.css
    ├── pkgdown.js
    ├── pkgdown.yml
    ├── reference
    │   ├── arrange_data.html
    │   ├── arrange_rows.html
    │   ├── as_tbl.html
    │   ├── as_tbl_data.html
    │   ├── bind_cols_data.html
    │   ├── bind_rows_data.html
    │   ├── decr.html
    │   ├── do_call_rbind.html
    │   ├── env_tbls.html
    │   ├── figures
    │   │   └── logo.png
    │   ├── filter_data.html
    │   ├── filter_rows.html
    │   ├── group_by_data.html
    │   ├── group_by_data_data.html
    │   ├── group_by_data_groups.html
    │   ├── group_data.html
    │   ├── group_data_data.html
    │   ├── group_data_groups.html
    │   ├── index.html
    │   ├── join.html
    │   ├── mutate_data.html
    │   ├── mutate_if_data.html
    │   ├── n_obs.html
    │   ├── pipe.html
    │   ├── print.tbl_data.html
    │   ├── pull_data.html
    │   ├── repos_back.html
    │   ├── repos_front.html
    │   ├── select_cols.html
    │   ├── select_data.html
    │   ├── slice_data.html
    │   ├── summarise_data.html
    │   ├── tabsort.html
    │   ├── tbl_data.html
    │   ├── tbl_data_frame.html
    │   ├── tbltools-package.html
    │   ├── tidyselector.html
    │   └── ungroup_data.html
    └── sitemap.xml
├── man
    ├── arrange_data.Rd
    ├── as_tbl_data.Rd
    ├── bind_cols_data.Rd
    ├── bind_rows_data.Rd
    ├── decr.Rd
    ├── env_tbls.Rd
    ├── figures
    │   └── logo.png
    ├── filter_data.Rd
    ├── group_by_data.Rd
    ├── group_by_data_data.Rd
    ├── group_by_data_groups.Rd
    ├── join.Rd
    ├── mutate_data.Rd
    ├── mutate_if_data.Rd
    ├── n_obs.Rd
    ├── pipe.Rd
    ├── print.tbl_data.Rd
    ├── pull_data.Rd
    ├── repos_back.Rd
    ├── repos_front.Rd
    ├── select_data.Rd
    ├── slice_data.Rd
    ├── summarise_data.Rd
    ├── tabsort.Rd
    ├── tbl_data.Rd
    ├── tbl_data_frame.Rd
    ├── tbltools-package.Rd
    └── ungroup_data.Rd
├── pkgdown
    └── extra.css
├── tbltools.Rproj
└── tests
    ├── testthat.R
    └── testthat
        ├── test-bind.R
        ├── test-group.R
        ├── test-joins.R
        ├── test-mutate.R
        ├── test-print.R
        ├── test-select.R
        ├── test-tbl.R
        └── test-tbl_frame.R


/.Rbuildignore:
--------------------------------------------------------------------------------
 1 | ^make\.R$
 2 | ^CRAN-RELEASE$
 3 | ^cran-comments\.md$
 4 | ^codecov\.yml$
 5 | ^\.travis\.yml$
 6 | ^LICENSE\.md$
 7 | ^README\.Rmd$
 8 | ^.*\.Rproj$
 9 | ^\.Rproj\.user$
10 | ^docs$
11 | ^_pkgdown\.yml$
12 | ^pkgdown*$
13 | 


--------------------------------------------------------------------------------
/.gitignore:
--------------------------------------------------------------------------------
1 | .Rhistory
2 | .RData
3 | .Rproj.user
4 | .DS_Store
5 | CRAN-RELEASE
6 | make.R
7 | 


--------------------------------------------------------------------------------
/.travis.yml:
--------------------------------------------------------------------------------
1 | # R for travis: see documentation at https://docs.travis-ci.com/user/languages/r
2 | 
3 | language: R
4 | sudo: false
5 | cache: packages
6 | after_success:
7 |   - Rscript -e 'covr::codecov()'
8 | 


--------------------------------------------------------------------------------
/DESCRIPTION:
--------------------------------------------------------------------------------
 1 | Package: tbltools
 2 | Title: Tools for Working with Tibbles
 3 | Version: 0.1.0
 4 | Authors@R: 
 5 |     person(given = "Michael W.",
 6 |            family = "Kearney",
 7 |            role = c("aut", "cre"),
 8 |            email = "kearneymw@missouri.edu",
 9 |            comment = c(ORCID = "0000-0002-0730-4694"))
10 | Description: Tools for working with tibbles, or data.frame-like objects 
11 |     generated by the 'tibble' package <https://tibble.tidyverse.org/>. Functions 
12 |     assist in converting objects to tibbles and creating frequency tables.
13 | License: GPL-3
14 | Encoding: UTF-8
15 | LazyData: true
16 | Imports: 
17 |     magrittr
18 | Suggests: 
19 |     testthat,
20 |     covr
21 | RoxygenNote: 6.1.1
22 | URL: https://github.com/mkearney/tbltools
23 | BugReports: https://github.com/mkearney/tbltools/issues
24 | 


--------------------------------------------------------------------------------
/NAMESPACE:
--------------------------------------------------------------------------------
 1 | # Generated by roxygen2: do not edit by hand
 2 | 
 3 | S3method(arrange_data,default)
 4 | S3method(as_tbl_data,data.frame)
 5 | S3method(as_tbl_data,default)
 6 | S3method(as_tbl_data,list)
 7 | S3method(as_tbl_data,matrix)
 8 | S3method(as_tbl_data,table)
 9 | S3method(as_tbl_data,tbl_data)
10 | S3method(filter_data,default)
11 | S3method(group_by_data,default)
12 | S3method(group_by_data,grouped_data)
13 | S3method(mutate_data,default)
14 | S3method(mutate_data,grouped_data)
15 | S3method(mutate_if_data,default)
16 | S3method(mutate_if_data,grouped_data)
17 | S3method(print,tbl_data)
18 | S3method(pull_data,default)
19 | S3method(select_data,default)
20 | S3method(select_data,grouped_data)
21 | S3method(slice_data,default)
22 | S3method(summarise_data,default)
23 | S3method(summarise_data,grouped_data)
24 | S3method(tabsort,default)
25 | S3method(ungroup_data,default)
26 | export("%>%")
27 | export(arrange_data)
28 | export(as_tbl_data)
29 | export(bind_cols_data)
30 | export(bind_rows_data)
31 | export(decr)
32 | export(env_tbls)
33 | export(filter_data)
34 | export(full_join_data)
35 | export(group_by_data)
36 | export(group_by_data_data)
37 | export(group_by_data_groups)
38 | export(left_join_data)
39 | export(mutate_data)
40 | export(mutate_if_data)
41 | export(n_obs)
42 | export(ntbl)
43 | export(pull_data)
44 | export(repos_back)
45 | export(repos_front)
46 | export(right_join_data)
47 | export(select_data)
48 | export(slice_data)
49 | export(summarise_data)
50 | export(tabsort)
51 | export(tbl_data)
52 | export(tbl_data_frame)
53 | export(ungroup_data)
54 | importFrom(magrittr,"%>%")
55 | 


--------------------------------------------------------------------------------
/NEWS.md:
--------------------------------------------------------------------------------
 1 | # tbltools 0.1.0
 2 | 
 3 | * Added dplyr-like functions `arrange_data()` `filter_data()`, `select_data()`,
 4 | `mutate_data()`, `summarise_data()`, `bind_rows_data()`, `full_join_data()`,
 5 | `left_join_data()`, `right_join_data()`
 6 | 
 7 | # tbltools 0.0.5
 8 | 
 9 | * tbltools is a lot lighter as rlang, tibble, and tidyselect are no longer dependencies
10 | 
11 | # tbltools 0.0.4
12 | 
13 | * Added `do_call_rbind()` as convenient shortcut for base do.call("rbind", ...) that will also fill in missing columns with missing values of appropriate class
14 | * Added non-standard evaluation functionality to `filter_rows()`
15 | 
16 | # tbltools 0.0.3
17 | 
18 | * Added `filter_rows()` and `arrange_rows()` methods as convenient shortcuts
19 | 
20 | # tbltools 0.0.2
21 | 
22 | * Added a `NEWS.md` file to track changes to the package.
23 | 


--------------------------------------------------------------------------------
/R/arrange.R:
--------------------------------------------------------------------------------
 1 | #' Arrange rows
 2 | #'
 3 | #' Arrange rows via descending or ascending column values
 4 | #'
 5 | #' @param .data data frame
 6 | #' @param ... One or more unquoted names of columns on which to arrange the rows. If none
 7 | #'   are supplied, the data are returned as is. By default, ordering is done in ascending
 8 | #'   order. To orer in descending order, use \code{\link{decr}} on desired variable(s).
 9 | #' @return Rearranged data frame
10 | #' @examples
11 | #'
12 | #' ## data frame to arrange
13 | #' dat <- data.frame(
14 | #'   a = c(rep("a", 3), rep("b", 3), rep("c", 4)),
15 | #'   b = c( 3, 3, 2,     8, 8, 1,     5,  5, 5, 9),
16 | #'   c = c(-1, 0, 0,    -5, 0, 2,    -2, -4, 1, 0),
17 | #'   stringsAsFactors = FALSE
18 | #' )
19 | #'
20 | #' ## arrange by one column
21 | #' arrange_data(dat, a)
22 | #'
23 | #' ## arrange by multiple columns
24 | #' arrange_data(dat, decr(a), b, c)
25 | #'
26 | #' @export
27 | arrange_data <- function(.data, ...) {
28 |   UseMethod("arrange_data")
29 | }
30 | 
31 | #' @export
32 | arrange_data.default <- function(.data, ...) {
33 |   dots <- capture_dots(...)
34 | 
35 |   ## if no columns supplied, return .data
36 |   if (length(dots) == 0) {
37 |     return(.data)
38 |   }
39 | 
40 |   ## order the data with relevant columns selected
41 |   .order_data <- select_data(.data, ...)
42 |   row_names <- do.call(base::order, c(as.list(.order_data)))
43 | 
44 |   ## reorganize using ordered row_names
45 |   .data <- .data[row_names, ]
46 | 
47 |   ## reset row names
48 |   row.names(.data) <- NULL
49 | 
50 |   ## return data
51 |   .data
52 | }
53 | 
54 | 


--------------------------------------------------------------------------------
/R/bind_cols.R:
--------------------------------------------------------------------------------
 1 | #' Bind columns
 2 | #'
 3 | #' Bind together the columns of two or more data frames.
 4 | #'
 5 | #' @param ... Data frames
 6 | #' @return Single data frame with combined columns
 7 | #' @export
 8 | bind_cols_data <- function(...) {
 9 |   dots <- peel_list_alist(list(...))
10 |   as_tbl_data(do.call(base::cbind, dots, quote = FALSE))
11 | }
12 | 


--------------------------------------------------------------------------------
/R/bind_rows.R:
--------------------------------------------------------------------------------
 1 | 
 2 | #' Bind rows
 3 | #'
 4 | #' Convenient wrapper around \code{\link[base]{do.call}("rbind", ...)} that
 5 | #' (a) sets the 'quote' argument to TRUE and (b) fills data frames with missing
 6 | #' columns with NAs of the appropriate class.
 7 | #'
 8 | #' @param ... Input data frames or list of data frames
 9 | #' @param fill Logical indicating whether to fill missing columns in data frames
10 | #'   with missing values.
11 | #' @return The list collapsed into a single data frame
12 | #' @examples
13 | #'
14 | #' ## list of data frames with inconsistent columns
15 | #' x <- as_tbl_data(mtcars[1:3, ])
16 | #' xx <- x
17 | #' xx$y <- "a"
18 | #' l <- list(x, xx, mtcars)
19 | #'
20 | #' ## bind rows and fill missing columns with NAs
21 | #' bind_rows_data(l, fill = TRUE)
22 | #'
23 | #' @export
24 | bind_rows_data <- function(..., fill = FALSE) {
25 |   x <- peel_list_alist(list(...))
26 |   if (length(x) == 1L) return(x[[1]])
27 |   if (fill && !same_names(x)) {
28 |     cls <- lapply(x, function(.x) {
29 |       tbl_data(
30 |         name = names(.x),
31 |         class = lapply(.x, class)
32 |       )
33 |     })
34 |     cls <- c(as.list(cls), stringsAsFactors = FALSE,
35 |       deparse.level = 0, make.row.names = FALSE)
36 |     cls <- do.call(base::rbind, cls, quote = FALSE)
37 |     cls <- cls[!duplicated(cls$name), , drop = FALSE]
38 | 
39 |     for (i in seq_along(x)) {
40 |       if (any(!cls$name %in% names(x[[i]]))) {
41 |         not_in_x <- which(!cls$name %in% names(x[[i]]))
42 |         for (j in not_in_x) {
43 |           x[[i]][[cls$name[j]]] <- NA
44 |           class(x[[i]][[cls$name[j]]]) <- cls$class[[j]]
45 |         }
46 |       }
47 |     }
48 |   }
49 |   x <- c(as.list(x), stringsAsFactors = FALSE,
50 |     deparse.level = 0, make.row.names = FALSE)
51 |   as_tbl_data(do.call(base::rbind, x, quote = FALSE))
52 | }
53 | 
54 | same_names <- function(x) {
55 |   if (n_uq(lengths(x)) != 1L) {
56 |     return(FALSE)
57 |   }
58 |   nms <- uq_names(x)
59 |   all(sapply(x, function(.x) all(nms %in% names(.x))))
60 | }
61 | 
62 | uq_names <- function(x) unique(unlist(lapply(x, names), use.names = FALSE))
63 | 


--------------------------------------------------------------------------------
/R/decr.R:
--------------------------------------------------------------------------------
 1 | 
 2 | #' Decreasing order
 3 | #'
 4 | #' Arranges vector in descending order
 5 | #'
 6 | #' @param x Input vector
 7 | #' @examples
 8 | #' ## decreasing 1:10
 9 | #' decr(1:10)
10 | #' @return Reordered vector
11 | #' @export
12 | decr <- function(x) -xtfrm(x)
13 | 
14 | 


--------------------------------------------------------------------------------
/R/filter.R:
--------------------------------------------------------------------------------
 1 | #' Filter rows
 2 | #'
 3 | #' Filter rows via integer/numeric position or logical vector
 4 | #'
 5 | #' @param .data Data frame or two dimensional array
 6 | #' @param ... Each argument/expression should should evaluate and reduce down to
 7 | #'   an integer (row number) or logical vector. The filter will keep all row
 8 | #'   numbers that appear in all evaluated expressions (commas are the equivalent
 9 | #'   to \code{&}. Row numbers higher than what exists in x will be ignored. Any
10 | #'   numeric vector must be either all positive or all negative (excludes). This
11 | #'   function uses non-standard evaluation–users can refer to column names
12 | #'   without quotations.
13 | #' @return Sliced/filtered data frame
14 | #' @examples
15 | #' set.seed(12)
16 | #' d <- data.frame(
17 | #'   mpg = rnorm(100, 25, 3),
18 | #'   gear = sample(3:6, 100, replace = TRUE),
19 | #'   vs = sample(0:1, 100, replace = TRUE),
20 | #'   stringsAsFactors = FALSE
21 | #' )
22 | #'
23 | #' filter_data(d, mpg > 30)
24 | #' filter_data(d, !mpg < 30)
25 | #' filter_data(d, mpg > 30, !mpg < 30)
26 | #' filter_data(d, mpg > 30, gear == 4)
27 | #' filter_data(d, mpg > 30 | gear == 4, vs == 1)
28 | #'
29 | #' @export
30 | filter_data <- function(.data, ...) UseMethod("filter_data")
31 | 
32 | #' @export
33 | filter_data.default <- function(.data, ...) {
34 |   if (length(dim(.data)) != 2) {
35 |     stop("filter_data method requires two-dimensional object", call. = FALSE)
36 |   }
37 |   dots <- capture_dots(...)
38 |   e <- call_env()
39 |   i <- lapply(dots, function(.x) {
40 |     o <- eval(.x, .data, e)
41 |     if (is.logical(o)) o <- which(o)
42 |     o
43 |   })
44 |   it <- table(unlist(i))
45 |   i <- as.integer(names(it[it == length(i)]))
46 |   if (length(i) == 0) return(.data)
47 |   if (is.logical(i)) i <- which(i)
48 |   i <- i[i <= nrow(.data)]
49 |   .data <- `[`(.data, i, )
50 |   row.names(.data) <- NULL
51 |   .data
52 | }
53 | 


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/R/group.R:
--------------------------------------------------------------------------------
  1 | 
  2 | #' Group data
  3 | #'
  4 | #' Indicate grouping variables in data frame
  5 | #'
  6 | #' @param .data Data frame
  7 | #' @param ... Unquoted (non-standard evaluation) name(s) of group variable(s).
  8 | #' @examples
  9 | #' d <- data.frame(a = c("a", "b", "c"), b = 1:3, stringsAsFactors = FALSE)
 10 | #' group_by_data(d, a)
 11 | #' @return A data frame with groups attribute
 12 | #' @export
 13 | group_by_data <- function(.data, ...) {
 14 |   UseMethod("group_by_data")
 15 | }
 16 | 
 17 | #' @export
 18 | group_by_data.grouped_data <- function(.data, ...) {
 19 |   .data <- ungroup_data(.data)
 20 |   group_by_data(.data, ...)
 21 | }
 22 | 
 23 | #' @export
 24 | group_by_data.default <- function(.data, ...) {
 25 |   g <- select_data(.data, ...)
 26 |   group_by_data_(.data, g)
 27 | }
 28 | 
 29 | group_by_data_str <- function(.data, groups) {
 30 |   g <- .data[groups]
 31 |   group_by_data_(.data, g)
 32 | }
 33 | 
 34 | group_by_data_ <- function(.data, g) {
 35 |   is_fct <- vapply(g, is.factor, FUN.VALUE = logical(1), USE.NAMES = FALSE)
 36 |   attr(.data, ".row_num") <- as.integer(interaction(
 37 |     lapply(g[!is_fct], function(.x) {
 38 |       if (is.factor(.x)) {
 39 |         return(.x)
 40 |       }
 41 |       .x <- as.character(.x)
 42 |       factor(.x, levels = unique(.x))
 43 |     }),
 44 |     drop = TRUE
 45 |   ))
 46 |   attr(.data, "group_names") <- names(g)
 47 |   structure(
 48 |     .data,
 49 |     names = names(.data),
 50 |     row.names = .set_row_names(length(.data[[1]])),
 51 |     class = c("grouped_data", "tbl_data", "tbl_df", "tbl", "data.frame")
 52 |   )
 53 | }
 54 | 
 55 | 
 56 | group_by_data_gd <- function(.data, gd) {
 57 |   attr(.data, "groups") <- gd
 58 |   structure(
 59 |     .data,
 60 |     names = names(.data),
 61 |     row.names = .set_row_names(length(.data[[1]])),
 62 |     class = c("grouped_data", "tbl_data", "tbl_df", "tbl", "data.frame")
 63 |   )
 64 | }
 65 | 
 66 | #' Ungroup data
 67 | #'
 68 | #' Ungroups grouped data
 69 | #'
 70 | #' @param .data Grouped data
 71 | #' @return Data grame without groups attribute
 72 | #' @export
 73 | ungroup_data <- function(.data) {
 74 |   UseMethod("ungroup_data")
 75 | }
 76 | 
 77 | #' @export
 78 | ungroup_data.default <- function(.data) {
 79 |   structure(
 80 |     .data,
 81 |     names = names(.data),
 82 |     row.names = .set_row_names(length(.data[[1]])),
 83 |     class = c("tbl_data", "tbl_df", "tbl", "data.frame")
 84 |   )
 85 | }
 86 | 
 87 | #' Groups in grouped data
 88 | #'
 89 | #' Returns grouping variable names of grouped data
 90 | #'
 91 | #' @param x Grouped data frame
 92 | #' @return Names of grouping variables
 93 | #' @export
 94 | group_by_data_groups <- function(x) attr(x, "group_names")
 95 | 
 96 | #' Group row numbers in grouped data
 97 | #'
 98 | #' Returns row numbers for each group in grouped data
 99 | #'
100 | #' @param x Groupted data frame
101 | #' @return List of row numbers for each group
102 | #' @export
103 | group_by_data_data <- function(x) attr(x, ".row_num")
104 | 
105 | 


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/R/join.R:
--------------------------------------------------------------------------------
  1 | 
  2 | #' Joins
  3 | #'
  4 | #' Full join: join two data frames preserving all possible information
  5 | #'
  6 | #' @param x Left or first data frame
  7 | #' @param y Right or second data frame
  8 | #' @param by Name (character) of variable(s) on which to join
  9 | #' @return Joined (merged) data frame
 10 | #' @rdname join
 11 | #' @examples
 12 | #'
 13 | #' d1 <- tbl_data(
 14 | #'   x = 1:10,
 15 | #'   y = rnorm(10),
 16 | #'   z = letters[1:10]
 17 | #' )
 18 | #' d2 <- tbl_data(
 19 | #'   x = sample(1:10, 20, replace = TRUE),
 20 | #'   y2 = rnorm(20)
 21 | #' )
 22 | #'
 23 | #' ## left join
 24 | #' left_join_data(d1, d2)
 25 | #'
 26 | #' ## right join
 27 | #' right_join_data(d1, d2)
 28 | #'
 29 | #' ## full join
 30 | #' full_join_data(d1, d2)
 31 | #'
 32 | #' @export
 33 | full_join_data <- function(x, y, by = NULL) {
 34 |   if (is.null(by)) {
 35 |     by <- intersect(names(x), names(y))
 36 |     message("Joining, by = ", paste0('"', paste0(by, collapse = '", "'), '"'))
 37 |   }
 38 |   nms <- unique(c(names(x), names(y)))
 39 |   nms <- unlist(lapply(nms, function(.x) c(.x, paste0(.x, ".x"), paste0(.x, ".y"))))
 40 |   x$merge.x___x.merge <- seq_len(nrow(x))
 41 |   y$merge.y___y.merge <- seq_len(nrow(y))
 42 |   m <- merge(x, y, by = by, all = TRUE, sort = FALSE)
 43 |   o <- do.call(
 44 |     base::order,
 45 |     c(as.list(m[, c("merge.x___x.merge", "merge.y___y.merge")]),
 46 |       decreasing = FALSE)
 47 |   )
 48 |   m <- m[o, ]
 49 |   row.names(m) <- NULL
 50 |   m$merge.x___x.merge <- NULL
 51 |   m$merge.y___y.merge <- NULL
 52 |   o <- order(match(names(m), nms))
 53 |   as_tbl_data(m)[, o]
 54 | }
 55 | 
 56 | #' Left join
 57 | #'
 58 | #' Left join: Join two data frames by matching the second (right) data frame to
 59 | #' the left (first) such that the structure of the first (left) data frame is
 60 | #' preserved
 61 | #'
 62 | #' @inheritParams full_join
 63 | #' @rdname join
 64 | #' @export
 65 | left_join_data <- function(x, y, by = NULL) {
 66 |   if (is.null(by)) {
 67 |     by <- intersect(names(x), names(y))
 68 |     message("Joining, by = ", paste0('"', paste0(by, collapse = '", "'), '"'))
 69 |   }
 70 |   nms <- unique(c(names(x), names(y)))
 71 |   nms <- unlist(lapply(nms, function(.x) c(.x, paste0(.x, ".x"), paste0(.x, ".y"))))
 72 |   x$merge.x___x.merge <- seq_len(nrow(x))
 73 |   y$merge.y___y.merge <- seq_len(nrow(y))
 74 |   m <- merge(x, y, by.x = by, all = FALSE, all.x = TRUE, all.y = FALSE, sort = FALSE)
 75 |   o <- do.call(
 76 |     base::order,
 77 |     c(as.list(m[, c("merge.x___x.merge", "merge.y___y.merge")]),
 78 |       decreasing = FALSE)
 79 |   )
 80 |   m <- m[o, ]
 81 |   row.names(m) <- NULL
 82 |   m$merge.x___x.merge <- NULL
 83 |   m$merge.y___y.merge <- NULL
 84 |   o <- order(match(names(m), nms))
 85 |   as_tbl_data(m)[, o]
 86 | }
 87 | 
 88 | #' Right join
 89 | #'
 90 | #' Right join: Join two data frames by matching the first (left) data frame to
 91 | #' the right (second) such that the structure of the second (right) data frame
 92 | #' is preserved
 93 | #'
 94 | #' @inheritParams full_join
 95 | #' @rdname join
 96 | #' @export
 97 | right_join_data <- function(x, y, by = NULL) {
 98 |   if (is.null(by)) {
 99 |     by <- intersect(names(x), names(y))
100 |     message("Joining, by = ", paste0('"', paste0(by, collapse = '", "'), '"'))
101 |   }
102 |   nms <- unique(c(names(x), names(y)))
103 |   nms <- unlist(lapply(nms, function(.x) c(.x, paste0(.x, ".x"), paste0(.x, ".y"))))
104 |   x$merge.x___x.merge <- seq_len(nrow(x))
105 |   y$merge.y___y.merge <- seq_len(nrow(y))
106 |   m <- merge(x, y, by.y = by, all = FALSE, all.x = FALSE, all.y = TRUE, sort = FALSE)
107 |   o <- do.call(
108 |     base::order,
109 |     c(as.list(m[, c("merge.y___y.merge", "merge.x___x.merge")]),
110 |       decreasing = FALSE)
111 |   )
112 |   m <- m[o, ]
113 |   row.names(m) <- NULL
114 |   m$merge.x___x.merge <- NULL
115 |   m$merge.y___y.merge <- NULL
116 |   o <- order(match(names(m), nms))
117 |   as_tbl_data(m)[, o]
118 | }
119 | 
120 | 
121 | 
122 | 


--------------------------------------------------------------------------------
/R/mutate.R:
--------------------------------------------------------------------------------
  1 | #' Mutate data
  2 | #'
  3 | #' Wrangle data by adding or transforming columns
  4 | #'
  5 | #' @param .data Data frame
  6 | #' @param ... One or more expressions using non-standard evaluation designed
  7 | #'   to return a column of values. These should be named variables. Any names
  8 | #'   already found in the input data will override those input data frame columns
  9 | #' @return Mutated data frame
 10 | #' @family mutate
 11 | #' @export
 12 | mutate_data <- function(.data, ...) {
 13 |   UseMethod("mutate_data")
 14 | }
 15 | 
 16 | #' @export
 17 | mutate_data.default <- function(.data, ...) {
 18 |   dots <- pretty_dots(...)
 19 |   vars <- names(dots)
 20 |   e <- call_env()
 21 |   for (i in seq_along(vars)) {
 22 |     .data[[vars[i]]] <- eval(dots[[i]], .data, e)
 23 |   }
 24 |   .data
 25 | }
 26 | 
 27 | #' @export
 28 | mutate_data.grouped_data <- function(.data, ...) {
 29 |   e <- call_env()
 30 |   dots <- pretty_dots(...)
 31 |   vars <- names(dots)
 32 |   group_names <- attr(.data, "group_names")
 33 |   .row_num <- attr(.data, ".row_num")
 34 |   .data <- lapply(split_groups(.data),
 35 |     mutate_data_default,
 36 |     group_names, vars, dots, e)
 37 |   .data <- bind_rows_data(.data, fill = FALSE)
 38 |   group_by_data_str(.data, group_names)
 39 | }
 40 | 
 41 | mutate_data_default <- function(.data, group_names, vars, dots, e) {
 42 |   for (i in seq_along(vars)) {
 43 |     .data[[vars[i]]] <- eval(dots[[i]], .data, e)
 44 |   }
 45 |   as_tbl_data(.data)
 46 | }
 47 | 
 48 | 
 49 | 
 50 | 
 51 | 
 52 | #' Mutate certain columns
 53 | #'
 54 | #' Wrangle only columns that pass a logical test
 55 | #'
 56 | #' @param .data Input data frame
 57 | #' @param .predicate Function applied to each column evaluating to a logical
 58 | #' @param .f Function applied to each .predicate-passing column. Can be written
 59 | #'   in the formula \code{~ .x} format.
 60 | #' @return Data frame with .predicate-passing columns mutated.
 61 | #' @family mutate
 62 | #' @export
 63 | mutate_if_data <- function(.data, .predicate, .f) {
 64 |   UseMethod("mutate_if_data")
 65 | }
 66 | 
 67 | 
 68 | is_lang <- function(x) identical(typeof(x), "language")
 69 | 
 70 | #' @export
 71 | mutate_if_data.default <- function(.data, .predicate, .f) {
 72 |   ## .predicate
 73 |   if (is_lang(.predicate)) {
 74 |     e <- call_env()
 75 |     .predicate <- eval(.predicate, envir = e)[[2]]
 76 |     .col <- vapply(.data,
 77 |       function(.x) eval(.predicate, list(.x = .x), e),
 78 |       FUN.VALUE = logical(1),
 79 |       USE.NAMES = FALSE
 80 |     )
 81 |   } else {
 82 |     .col <- vapply(.data, .predicate, logical(1), USE.NAMES = FALSE)
 83 |   }
 84 |   ## function
 85 |   if (is_lang(.f)) {
 86 |     e <- call_env()
 87 |     .f <- eval(.f, envir = e)[[2]]
 88 |     .data[.col] <- lapply(.data[.col], function(.x) eval(.f, list(.x = .x), e))
 89 |   } else {
 90 |     .data[.col] <- lapply(.data[.col], .f)
 91 |   }
 92 |   .data
 93 | }
 94 | 
 95 | #' @export
 96 | mutate_if_data.grouped_data <- function(.data, .predicate, .f) {
 97 |   e <- call_env()
 98 |   ## .predicate
 99 |   if (is_lang(.predicate)) {
100 |     .predicate <- eval(.predicate, envir = e)[[2]]
101 |     .col <- vapply(.data,
102 |       function(.x) eval(.predicate, list(.x = .x), e),
103 |       FUN.VALUE = logical(1),
104 |       USE.NAMES = FALSE
105 |     )
106 |   } else {
107 |     .col <- vapply(.data, .predicate, logical(1), USE.NAMES = FALSE)
108 |   }
109 |   group_names <- attr(.data, "group_names")
110 |   .row_num <- attr(.data, ".row_num")
111 |   .data <- lapply(split_groups(.data), mutate_if_data_default, .col, .f, e)
112 |   .data <- bind_rows_data(.data, fill = FALSE)
113 |   group_by_data_str(.data, group_names)
114 | }
115 | 
116 | mutate_if_data_default <- function(.data, .col, .f, e) {
117 |   if (is_lang(.f)) {
118 |     e <- call_env()
119 |     .f <- eval(.f, envir = e)[[2]]
120 |     .data[.col] <- lapply(.data[.col], function(.x) eval(.f, list(.x = .x), e))
121 |   } else {
122 |     .data[.col] <- lapply(.data[.col], .f)
123 |   }
124 |   .data
125 | }
126 | 


--------------------------------------------------------------------------------
/R/n_obs.R:
--------------------------------------------------------------------------------
 1 | #' Number of observersations
 2 | #'
 3 | #' Returns number of observations in group (if no group then number of obs
 4 | #' in data frame)
 5 | #'
 6 | #' @return Number of observations in group
 7 | #' @export
 8 | n_obs <- function() {
 9 |   if (identical(call_env(), base::.GlobalEnv)) {
10 |     stop("`n_obs()` should not be used in global environment", call. = FALSE)
11 |   }
12 |   vars <- ls(all.names = TRUE, envir = call_env(), sorted = TRUE)
13 |   if (length(vars) == 0) return(0)
14 |   lens <- integer(length(vars))
15 |   for (i in seq_along(vars)) {
16 |     lens[i] <- length(get(vars[i], envir = call_env()))
17 |   }
18 |   max(lens)
19 | }
20 | 


--------------------------------------------------------------------------------
/R/print.R:
--------------------------------------------------------------------------------
  1 | #' Print tbl_data
  2 | #'
  3 | #' Method for printing pseduo tibble
  4 | #'
  5 | #' @param x Input object
  6 | #' @param n Maximum number of rows to print, if NULL (default) defaults to
  7 | #'   \code{getOption("tbltools.print_n", 10)}.
  8 | #'
  9 | #' @param ... Other args passed to tibble or data.frame print.
 10 | #' @export
 11 | print.tbl_data <- function(x, n = NULL, ...) {
 12 |   if (is.null(n)) {
 13 |     n <- getOption("tbltools.print_n", 10)
 14 |   }
 15 |   ## if tibble is installed and loaded, print as tbl_df
 16 |   if (getOption("tbltools.print_tibble", TRUE) && isNamespaceLoaded("tibble")) {
 17 |     x <- as_tibble_tibble(x)
 18 |     print(x, n = n, ...)
 19 | 
 20 |     ## otherwise print as pseudo tibble
 21 |   } else {
 22 |     ## get dimensions
 23 |     n_rows <- nrow(x)
 24 |     nce <- if (n < 20) ceiling(1.9 * n) else n
 25 | 
 26 |     ## if rows are cutoff, make printing note
 27 |     if (nrow(x) > nce) {
 28 |       trunc_rows <- "*"
 29 |       ll <- sprintf("*%s row(s) not printed",
 30 |         formatC(nrow(x) - n, big.mark = ",", digits = 15, format = "d", width = -1))
 31 |     } else {
 32 |       trunc_rows <- ""
 33 |       ll <- ""
 34 |     }
 35 |     n_cols <- ncol(x)
 36 |     x <- head_data(as_data_frame_data_frame(x), n)
 37 | 
 38 |     ## convert to ASCII for consistent printing
 39 |     is_chr <- vapply(x, function(.x)
 40 |       is.character(.x) || is.factor(.x),
 41 |       logical(1), USE.NAMES = FALSE)
 42 |     x[is_chr] <- lapply(x[is_chr], iconv, to = "ASCII", sub = "byte")
 43 | 
 44 |     ## get printing width
 45 |     w <- getOption("width", 80)
 46 | 
 47 |     ## column widths
 48 |     col_widths <- vapply(seq_len(ncol(x)),
 49 |       function(i) {
 50 |         .x <- as.character(c(names(x)[i], x[[i]]))
 51 |         max(nchar(.x), na.rm = TRUE)
 52 |       },
 53 |       integer(1), USE.NAMES = FALSE)
 54 | 
 55 |     ## if data needs truncating...
 56 |     if (sum(col_widths) > w) {
 57 |       ## max trunc long char and poxi columns and var names
 58 |       nms <- substr_dots(names(x), stop = 22)
 59 |       nms[duplicated(nms)] <- names(x)[duplicated(nms)]
 60 |       names(x) <- nms
 61 |       x[is_chr] <- lapply(x[is_chr], substr_dots, stop = 22)
 62 |       is_psx <- vapply(
 63 |         x, inherits, c("POSIXct", "POSIXt"),
 64 |         FUN.VALUE = logical(1),
 65 |         USE.NAMES = FALSE
 66 |       )
 67 |       x[is_psx] <- lapply(x[is_psx], substr_dots, stop = 22)
 68 |     }
 69 | 
 70 |     ## max number of chars per column
 71 |     chars <- vapply(
 72 |       seq_len(ncol(x)),
 73 |       function(i) 2 + max(nchar(c(names(x)[i], x[[i]])), na.rm = TRUE),
 74 |       numeric(1),
 75 |       USE.NAMES = FALSE
 76 |     )
 77 | 
 78 |     ## determine columns to print
 79 |     chars[1] <- chars[1] + 1
 80 |     kp <- which(cumsum(chars) < w)
 81 | 
 82 |     if (length(kp) < n_cols) {
 83 |       trunc_cols <- "\u002b"
 84 |       if (!identical(ll, "")) {
 85 |         ll <- paste0(ll, sprintf(";  \u002b%s column(s) not printed",
 86 |           formatC(n_cols - length(kp), big.mark = ",",
 87 |             digits = 15, format = "d", width = -1)))
 88 |       } else {
 89 |         ll <- sprintf("\u002b%s column(s) not printed",
 90 |           formatC(n_cols - length(kp), big.mark = ",",
 91 |             digits = 15, format = "d", width = -1))
 92 |       }
 93 |     } else {
 94 |       trunc_cols <- ""
 95 |     }
 96 |     ## print top-level info
 97 |     pcat(gray_text("# A pseudo tibble: ",
 98 |       formatC(n_rows, big.mark = ",", digits = 15, format = "d", width = -1),
 99 |       trunc_rows, " x ",
100 |       n_cols, trunc_cols))
101 |     ## print data
102 |     x <- x[kp]
103 |     if ((ncol(x) * nrow(x)) > getOption("max.print", 10000)) {
104 |       rn <- getOption("max.print", 10000) / ncol(x)
105 |     } else {
106 |       rn <- nrow(x)
107 |     }
108 |     if (n < 10) {
109 |       rn <- sprintf("%1d) ", seq_len(rn))
110 |     } else if (n < 100) {
111 |       rn <- sprintf("%2d) ", seq_len(rn))
112 |     } else if (n < 1000) {
113 |       rn <- sprintf("%3d) ", seq_len(rn))
114 |     } else {
115 |       rn <- sprintf("%4d) ", seq_len(rn))
116 |     }
117 |     print(x, ..., right = TRUE, row.names = rn)
118 |     ## print truncation info
119 |     if (!identical(ll, "")) pcat(gray_text(ll))
120 |   }
121 | }
122 | 
123 | 
124 | head_data <- function(x, n = 10) {
125 |   n1.9 <- ceiling(n * 1.9)
126 |   if (n > 20) n1.9 <- n
127 |   if (nrow(x) > n1.9) {
128 |     x <- x[seq_len(n), , drop = FALSE]
129 |   }
130 |   x
131 | }
132 | 
133 | substr_dots <- function(x, stop = 20) {
134 |   ## adjust stop depending on extent to which mean char is greater than stop
135 |   if (all(is.na(x))) return(x)
136 |   x <- as.character(x)
137 |   ncs <- nchar(x)
138 |   if (mean(ncs, na.rm = TRUE) >= (stop * 5.0)) {
139 |     stop <- ceiling(stop * 2.0)
140 |   } else if (mean(ncs, na.rm = TRUE) >= (stop * 4.0)) {
141 |     stop <- ceiling(stop * 1.7)
142 |   } else if (mean(ncs, na.rm = TRUE) >= (stop * 3.0)) {
143 |     stop <- ceiling(stop * 1.4)
144 |   } else if (mean(ncs, na.rm = TRUE) >= (stop * 2.0)) {
145 |     stop <- ceiling(stop * 1.2)
146 |   } else {
147 |     stop <- ceiling(stop * 0.9)
148 |   }
149 |   mw <- stop
150 |   na <- is.na(x)
151 |   s <- strsplit(x[!na], "")
152 |   w <- lapply(lengths(s), function(i) rep(1, i))
153 |   o <- rep(NA_character_, length(x))
154 |   o[!na] <- vapply(
155 |     seq_along(s),
156 |     function(i) {
157 |       if (any(cumsum(w[[i]]) >= mw)) {
158 |         e <- "\u2026"
159 |       } else {
160 |         e <- ""
161 |       }
162 |       paste0(paste0(s[[i]][cumsum(w[[i]]) <= mw], collapse = ""), e)
163 |     },
164 |     FUN.VALUE = character(1),
165 |     USE.NAMES = FALSE
166 |   )
167 |   o
168 | }
169 | 


--------------------------------------------------------------------------------
/R/pull.R:
--------------------------------------------------------------------------------
 1 | #' Pull data
 2 | #'
 3 | #' Pull (extract) data from a data frame
 4 | #'
 5 | #' @param .data Input data frame
 6 | #' @param ... Unquoted name of column to pull from data frame
 7 | #' @return A column pulled from its data frame (inheriting whatever class the
 8 | #'   column is)
 9 | #' @examples
10 | #'
11 | #' ## pull the 'y' variable from the data frame
12 | #' tbl_data(x = rnorm(5), y = letters[1:5]) %>% pull_data(y)
13 | #'
14 | #' @export
15 | pull_data <- function(.data, ...) {
16 |   UseMethod("pull_data")
17 | }
18 | 
19 | #' @export
20 | pull_data.default <- function(.data, ...) {
21 |   eval(capture_dots(...)[[1]], .data, new.env(parent = emptyenv()))
22 | }
23 | 


--------------------------------------------------------------------------------
/R/repos.R:
--------------------------------------------------------------------------------
 1 | 
 2 | #' move vars to front
 3 | #'
 4 | #' @param data data frame
 5 | #' @param ... columns to move to front
 6 | #' @export
 7 | #' @examples
 8 | #' ## data with row names
 9 | #' d <- data.frame(x = rnorm(5), y = rnorm(5), row.names = letters[1:5])
10 | #'
11 | #' ## move y to front
12 | #' repos_front(d, y)
13 | #'
14 | #' @return Reordered data frame.
15 | repos_front <- function(data, ...) {
16 |   re <- select_data(data, ...)
17 |   as_tbl_data(cbind(re, data[!names(data) %in% names(re)]))
18 | }
19 | 
20 | #' move vars to back
21 | #'
22 | #' @param data data frame
23 | #' @param ... columns to move to back
24 | #' @export
25 | #' @examples
26 | #' ## data with row names
27 | #' d <- data.frame(x = rnorm(5), y = rnorm(5), row.names = letters[1:5])
28 | #'
29 | #' ## move x to back
30 | #' repos_back(d, x)
31 | #'
32 | #' @return Reordered data frame.
33 | repos_back <- function(data, ...) {
34 |   re <- select_data(data, ...)
35 |   as_tbl_data(cbind(data[!names(data) %in% names(re)], re))
36 | }
37 | 


--------------------------------------------------------------------------------
/R/select.R:
--------------------------------------------------------------------------------
 1 | 
 2 | #' Select columns
 3 | #'
 4 | #' Select columns with non-standard evaluation
 5 | #'
 6 | #' @param .data Input data frame
 7 | #' @param ... Unquoted names of columns to select
 8 | #' @export
 9 | #' @return Data frame with select columns
10 | select_data <- function(.data, ...) {
11 |   UseMethod("select_data")
12 | }
13 | 
14 | #' @export
15 | select_data.default <- function(.data, ...) {
16 |   dots <- pretty_dots(...)
17 |   if (length(dots) == 0) {
18 |     return(.data)
19 |   }
20 |   e <- call_env()
21 |   vars.dots <- names(dots)
22 |   vars.data <- sub("^-", "", vars.dots)
23 |   if (all(grepl("^-\\S+", vars.dots))) {
24 |     .d <- .data
25 |   } else {
26 |     .d <- list()
27 |   }
28 |   assign("-", function(x) NULL, envir = e)
29 |   on.exit(rm("-", envir = e), add = TRUE)
30 |   assign(":", function(lhs, rhs) {
31 |     .data_vars <- rev(
32 |       ls(all.names = TRUE, sorted = FALSE, envir = as.environment(.data))
33 |     )
34 |     lhs <- deparse(substitute(lhs))
35 |     rhs <- deparse(substitute(rhs))
36 |     kp <- seq.int(
37 |       which(.data_vars == lhs),
38 |       which(.data_vars == rhs)
39 |     )
40 |     .data[kp]
41 |   }, envir = e)
42 |   on.exit(rm(":", envir = e), add = TRUE)
43 |   for (i in seq_along(dots)) {
44 |     vd <- vars.data[i]
45 |     if (grepl("\\S\\:\\S", vd)) {
46 |       vd <- strsplit(vd, ":")[[1]]
47 |       vd <- names(.data)[
48 |         seq(which(names(.data) == vd[1]), which(names(.data) == vd[2]))
49 |       ]
50 |       .d[vd] <- eval(dots[[vars.dots[i]]], .data, e)
51 |     } else {
52 |       .d[[vd]] <- eval(dots[[vars.dots[i]]], .data, e)
53 |     }
54 |   }
55 |   structure(
56 |     .d,
57 |     names = names(.d),
58 |     row.names = .set_row_names(length(.d[[1]])),
59 |     class = c("tbl_data", "tbl_df", "tbl", "data.frame")
60 |   )
61 | }
62 | 
63 | 
64 | #' @export
65 | select_data.grouped_data <- function(.data, ...) {
66 |   ## copy attributes
67 |   atts <- attributes(.data)
68 |   .data <- as.data.frame(.data)
69 |   .data <- select_data(.data, ...)
70 |   structure(
71 |     .data,
72 |     names = names(.data),
73 |     row.names = .set_row_names(length(.data[[1]])),
74 |     class = c("grouped_data", "tbl_data", "tbl_df", "tbl", "data.frame"),
75 |     .row_num = atts$.row_num,
76 |     group_names = atts$group_names
77 |   )
78 | }
79 | 


--------------------------------------------------------------------------------
/R/slice.R:
--------------------------------------------------------------------------------
 1 | 
 2 | #' Slice data
 3 | #'
 4 | #' Slice data by row number
 5 | #'
 6 | #' @param .data Input data frame
 7 | #' @param ... Expression to evaluate to integer row positions
 8 | #' @return .data of evaluated row positions
 9 | #' @examples
10 | #'
11 | #' ## data set
12 | #' d <- tbl_data(x = rnorm(10), y = rnorm(10))
13 | #'
14 | #' ## slice first 4 rows
15 | #' slice_data(d, 1:4)
16 | #' @export
17 | slice_data <- function(.data, ...) {
18 |   UseMethod("slice_data")
19 | }
20 | 
21 | #' @export
22 | slice_data.default <- function(.data, ...) {
23 |   dots <- capture_dots(...)
24 |   if (length(dots) > 1L) {
25 |     stop("slice onlly accepts one expression", call. = FALSE)
26 |   }
27 |   rows <- eval(dots[[1]], .data, call_env())
28 |   rows <- as.integer(rows)
29 |   .data <- .data[rows, ]
30 |   row.names(.data) <- NULL
31 |   .data
32 | }
33 | 


--------------------------------------------------------------------------------
/R/summarise.R:
--------------------------------------------------------------------------------
 1 | #' Summarise data
 2 | #'
 3 | #' Returns a summary-level data frame
 4 | #'
 5 | #' @param .data Data frame
 6 | #' @param ... One or more namecd expressions evaluating with non-standard evaluation
 7 | #'   to a single summary value.
 8 | #' @return A summary-level data frame
 9 | #' @export
10 | summarise_data <- function(.data, ...) {
11 |   UseMethod("summarise_data")
12 | }
13 | 
14 | #' @export
15 | summarise_data.default <- function(.data, ...) {
16 |   dots <- pretty_dots(...)
17 |   vars <- names(dots)
18 |   e <- call_env()
19 |   .data <- unclass(.data)
20 |   for (i in seq_along(vars)) {
21 |     .data[[vars[i]]] <- eval(dots[[i]], .data, e)
22 |   }
23 |   if (any(lengths(.data[vars]) > 1L)) {
24 |     stop("summarise evaluated to more than 1 value")
25 |   }
26 |   as_tbl_data(
27 |     lapply(.data[vars], base::`[`, 1L)
28 |   )
29 | }
30 | 
31 | summarise_data_default <- function(.data, group_names, vars, dots, e) {
32 |   .data <- unclass(.data)
33 |   for (i in vars) {
34 |     .data[[i]] <- eval(dots[[i]], .data, e)
35 |   }
36 |   if (any(lengths(.data[vars]) > 1L)) {
37 |     stop("summarise evaluated to more than 1 value")
38 |   }
39 |   as_tbl_data(
40 |     lapply(.data[c(group_names, vars)], base::`[`, 1L)
41 |   )
42 | }
43 | 
44 | #' @export
45 | summarise_data.grouped_data <- function(.data, ...) {
46 |   dots <- pretty_dots(...)
47 |   vars <- names(dots)
48 |   e <- call_env()
49 |   group_names <- attr(.data, "group_names")
50 |   .data <- lapply(split_groups(.data),
51 |     summarise_data_default,
52 |     group_names, vars, dots, e)
53 |   bind_rows_data(.data, fill = FALSE)
54 | }
55 | 


--------------------------------------------------------------------------------
/R/tabsort.R:
--------------------------------------------------------------------------------
  1 | 
  2 | #' tabsort
  3 | #'
  4 | #' Returns a sorted (descending) frequency tbl
  5 | #'
  6 | #' @param .data Data
  7 | #' @param ... Unquoted column names of variables to include in table. Default
  8 | #'   is to use all columns.
  9 | #' @param prop Logical indicating whether to include a proportion of total
 10 | #'   obs column.
 11 | #' @param sort Logical indicating whether to sort the returned object.
 12 | #' @param na_omit Logical indicating whether to exclude missing. If all
 13 | #'   responses are missing, a missing value is used as the single category.
 14 | #' @return Frequency tbl
 15 | #' @examples
 16 | #'
 17 | #' ## generate example data
 18 | #' x <- sample(letters[1:4], 200, replace = TRUE)
 19 | #' y <- sample(letters[5:8], 200, replace = TRUE)
 20 | #'
 21 | #' ## count and sort frequencies for each vector
 22 | #' tabsort(x)
 23 | #' tabsort(y)
 24 | #'
 25 | #' ## combine x and y into data frame
 26 | #' dat <- data.frame(x, y)
 27 | #'
 28 | #' ## select columns and create freq table
 29 | #' tabsort(dat, x)
 30 | #' tabsort(dat, x, y)
 31 | #'
 32 | #' @export
 33 | tabsort <- function(.data, ..., prop = TRUE, na_omit = TRUE, sort = TRUE) {
 34 |   UseMethod("tabsort")
 35 | }
 36 | 
 37 | #' @export
 38 | tabsort.default <- function(.data, ..., prop = TRUE, na_omit = TRUE, sort = TRUE) {
 39 |   ## get names from dots
 40 |   vars <- names(pretty_dots(...))
 41 | 
 42 |   ## validate
 43 |   if (!is.logical(prop)) {
 44 |     stop("'prop' should be logical, indicating whether to return proportions. ",
 45 |       "If you supplied a vector with the name 'prop' please rename to ",
 46 |       "something else", call. = FALSE)
 47 |   }
 48 | 
 49 |   ## if only named objects are supplied
 50 |   if (missing(.data) && length(vars) > 0) {
 51 |     .data <- data.frame(..., stringsAsFactors = FALSE)
 52 | 
 53 |     ## if no data at all is supplied
 54 |   } else if (missing(.data)) {
 55 |     stop("must supply data or named object")
 56 | 
 57 |     ## if unnamed atomic vector & one or more named objects are supplied
 58 |   } else if (!is.recursive(.data) && length(vars) > 0) {
 59 | 
 60 |     ## rename .data using expression text
 61 |     assignname <- deparse(substitute(.data))
 62 |     .data <- list(.data, ...)
 63 |     names(.data) <- c(assignname, vars)
 64 | 
 65 |     ## if single unnamed vector is supplied
 66 |   } else if (!is.recursive(.data)) {
 67 |     .data <- data.frame(x = .data, stringsAsFactors = FALSE)
 68 | 
 69 |     ## otherwise use tidy selection of any supplied var names
 70 |   } else {
 71 |     .data <- select_data(.data, ...)
 72 |   }
 73 |   if (na_omit) {
 74 |     if (is.data.frame(.data)) {
 75 |       .data <- na_omit_data.frame(.data)
 76 |     } else {
 77 |       .data <- na_omit_list(.data)
 78 |     }
 79 |   }
 80 |   ## check/fix names
 81 |   if ("n" %in% names(.data)) {
 82 |     warning("variable n renamed to .n", call. = FALSE)
 83 |     names(.data)[names(.data) == "n"] <- ".n"
 84 |   }
 85 |   if ("prop" %in% names(.data)) {
 86 |     warning("variable prop renamed to .prop", call. = FALSE)
 87 |     names(.data)[names(.data) == "prop"] <- ".prop"
 88 |   }
 89 |   x <- as_tbl_data(do.call("table", as.list(.data)))
 90 |   if (prop) {
 91 |     x$prop <- x$n / sum(x$n, na.rm = TRUE)
 92 |   }
 93 |   if (sort) {
 94 |     x <- x[order(x$n, decreasing = TRUE), ]
 95 |   }
 96 |   x
 97 | }
 98 | 
 99 | 
100 | #' @inheritParams tabsort
101 | #' @rdname tabsort
102 | #' @export
103 | ntbl <- function(.data, ...) {
104 |   .data <- select_data(.data, ...)
105 |   as_tbl_data(table(.data))
106 | }
107 | 


--------------------------------------------------------------------------------
/R/tbl.R:
--------------------------------------------------------------------------------
  1 | 
  2 | 
  3 | #' as_tbl_data
  4 | #'
  5 | #' Converts data objects to tibbles.
  6 | #'
  7 | #' @param x Data frame or data frame-like input.
  8 | #' @param row_names Logical indicating whether to convert non-null row names
  9 | #'   into the first column.
 10 | #' @rdname as_tbl_data
 11 | #' @examples
 12 | #' ## data with row names
 13 | #' d <- data.frame(x = rnorm(5), y = rnorm(5), row.names = letters[1:5])
 14 | #'
 15 | #' ## convert to tibble
 16 | #' as_tbl_data(d)
 17 | #'
 18 | #' ## convert to tibble and create row_names variable
 19 | #' as_tbl_data(d, row_names = TRUE)
 20 | #'
 21 | #' @export
 22 | as_tbl_data <- function(x, row_names = FALSE) {
 23 |   UseMethod("as_tbl_data")
 24 | }
 25 | 
 26 | #' @export
 27 | as_tbl_data.table <- function(x, row_names = FALSE) {
 28 |   df <- as.data.frame(x, stringsAsFactors = FALSE)
 29 |   names(df) <- c(names(dimnames(x)), "n")
 30 |   as_tbl_data.data.frame(df)
 31 | }
 32 | 
 33 | #' @export
 34 | as_tbl_data.default <- function(x, row_names = FALSE) {
 35 |   x <- list(x)
 36 |   structure(
 37 |     x,
 38 |     names = names(x),
 39 |     row.names = .set_row_names(length(x[[1]])),
 40 |     class = c("tbl_data", "tbl_df", "tbl", "data.frame")
 41 |   )
 42 | }
 43 | 
 44 | #' @export
 45 | as_tbl_data.matrix <- function(x, row_names = FALSE) {
 46 |   x <- as.data.frame(x, stringsAsFactors = FALSE)
 47 |   structure(
 48 |     x,
 49 |     names = colnames(x),
 50 |     row.names = .set_row_names(length(x[[1]])),
 51 |     class = c("tbl_data", "tbl_df", "tbl", "data.frame")
 52 |   )
 53 | }
 54 | 
 55 | #' @export
 56 | as_tbl_data.tbl_data <- function(x, row_names = FALSE) {
 57 |   x
 58 | }
 59 | 
 60 | #' @export
 61 | as_tbl_data.data.frame <- function(x, row_names = FALSE) {
 62 |   if (row_names && !identical(as.character(seq_len(nrow(x))), row.names(x))) {
 63 |     x$row_names <- row.names(x)
 64 |     x <- x[c(ncol(x), 1:(ncol(x) - 1))]
 65 |     row.names(x) <- NULL
 66 |   }
 67 |   structure(
 68 |     x,
 69 |     names = names(x),
 70 |     row.names = .set_row_names(length(x[[1]])),
 71 |     class = c("tbl_data", "tbl_df", "tbl", "data.frame")
 72 |   )
 73 | }
 74 | 
 75 | #' @export
 76 | as_tbl_data.default <- function(x, row_names = FALSE) {
 77 |   x <- list(x)
 78 |   structure(
 79 |     x,
 80 |     names = names(x),
 81 |     row.names = .set_row_names(length(x[[1]])),
 82 |     class = c("tbl_data", "tbl_df", "tbl", "data.frame")
 83 |   )
 84 | }
 85 | 
 86 | #' @export
 87 | as_tbl_data.list <- function(x, row_names = FALSE) {
 88 |   structure(
 89 |     x,
 90 |     names = names(x),
 91 |     row.names = .set_row_names(length(x[[1]])),
 92 |     class = c("tbl_data", "tbl_df", "tbl", "data.frame")
 93 |   )
 94 | }
 95 | 
 96 | #' Convert all data frames in environment into tibbles
 97 | #'
 98 | #' Converts data frames found in a given environment into tibbles (tbl_df)
 99 | #'
100 | #' @param env Name of environment from which data frames should be converted to tibbles.
101 | #'   Defaults to global environment.
102 | #' @param row_names Logical indicating whether to create a row_names variable if non-auto
103 | #'   row names are found.
104 | #' @return The function will print messages when converting occurs and it will print a final
105 | #'   completion message, but otherwise returns nothing.
106 | #' @examples
107 | #' ## data with row names
108 | #' d <- data.frame(x = rnorm(5), y = rnorm(5), row.names = letters[1:5])
109 | #'
110 | #' ## convert data frames in global environment to tibbles
111 | #' env_tbls()
112 | #'
113 | #' @export
114 | env_tbls <- function(env = globalenv(), row_names = TRUE) {
115 |   o <- ls(envir = env, all.names = TRUE)
116 |   for (i in seq_along(o)) {
117 |     x <- get(o[i], envir = env)
118 |     if (is.data.frame(x)) {
119 |       x <- as_tbl_data(x, row_names = row_names)
120 |       message("Converting ", o[i], " into tbl_df")
121 |       assign(o[i], x, envir = env)
122 |     }
123 |   }
124 |   message("Done!")
125 | }
126 | 
127 | 
128 | #' tbl data
129 | #'
130 | #' Create a tibble data frame
131 | #'
132 | #' @param ... A data frame, vector, or list of values of equal or single-value
133 | #'   length–similar to \link[base]{data.frame}.
134 | #' @return An object of class \code{c("tbl_data", "tbl_df", "tbl", "data.frame")}
135 | #' @export
136 | tbl_data <- function(...) {
137 |   x <- list(...)
138 |   if (length(x) == 1L && is.data.frame(x[[1]])) {
139 |     x <- x[[1]]
140 |   }
141 |   lens <- lengths(x)
142 |   if (n_uq(lens) == 2L && 1L %in% lens) {
143 |     x[lens == 1L] <- lapply(x[lens == 1L], rep, max(lens))
144 |   }
145 |   nms <- names(x)
146 |   no_nms <- !nzchar(nms)
147 |   nms[no_nms] <- paste0("x", seq_len(sum(no_nms)))
148 |   structure(
149 |     x,
150 |     names = nms,
151 |     row.names = .set_row_names(length(x[[1]])),
152 |     class = c("tbl_data", "tbl_df", "tbl", "data.frame")
153 |   )
154 | }
155 | 


--------------------------------------------------------------------------------
/R/tbl_frame.R:
--------------------------------------------------------------------------------
 1 | #' Create tbl_data_frame
 2 | #'
 3 | #' Creates a data frame using non-standard evaluation
 4 | #'
 5 | #' @param ... Column vectors or expressions that reduce down to desired column vectors of
 6 | #'   data frame
 7 | #' @export
 8 | #' @examples
 9 | #'
10 | #' ## create data frame with two random variables
11 | #' tbl_data_frame(
12 | #'   a = rnorm(10),
13 | #'   b = rnorm(10)
14 | #' )
15 | #'
16 | #' ## create variables calculated using previous variables
17 | #' tbl_data_frame(
18 | #'   a = rnorm(10),
19 | #'   b = rnorm(10),
20 | #'   c = (a + b) / 2,
21 | #'   d = a + b + c
22 | #' )
23 | #'
24 | #' @return A tbl_data data frame
25 | tbl_data_frame <- function(...) {
26 |   UseMethod("tbl_data_frame")
27 | }
28 | 
29 | #' @export
30 | tbl_data_frame <- function(...) {
31 |   dots <- pretty_dots(...)
32 |   vars <- names(dots)
33 |   e <- call_env()
34 |   for (i in vars) {
35 |     dots[[i]] <- eval(dots[[i]], dots, e)
36 |   }
37 |   as_tbl_data(dots)
38 | }
39 | 


--------------------------------------------------------------------------------
/R/tbltools-package.R:
--------------------------------------------------------------------------------
 1 | #' @keywords internal
 2 | "_PACKAGE"
 3 | 
 4 | # The following block is used by usethis to automatically manage
 5 | # roxygen namespace tags. Modify with care!
 6 | ## usethis namespace: start
 7 | ## usethis namespace: end
 8 | NULL
 9 | 
10 | .__tt_ns__. <- new.env(parent = emptyenv())
11 | 


--------------------------------------------------------------------------------
/R/utils-pipe.R:
--------------------------------------------------------------------------------
 1 | #' Pipe operator
 2 | #'
 3 | #' See \code{magrittr::\link[magrittr]{\%>\%}} for details.
 4 | #'
 5 | #' @name %>%
 6 | #' @rdname pipe
 7 | #' @keywords internal
 8 | #' @export
 9 | #' @importFrom magrittr %>%
10 | #' @usage lhs \%>\% rhs
11 | NULL
12 | 


--------------------------------------------------------------------------------
/R/utils.R:
--------------------------------------------------------------------------------
  1 | set_class <- function(x, class) `class<-`(x, class)
  2 | 
  3 | as_tibble_tibble <- function(x) {
  4 |   set_class(x, c("tbl_df", "tbl", "data.frame"))
  5 | }
  6 | 
  7 | as_data_frame_data_frame <- function(x) {
  8 |   set_class(x, "data.frame")
  9 | }
 10 | 
 11 | is_list <- function(x) inherits(x, "list")
 12 | 
 13 | is_list_alist <- function(x) {
 14 |   is_list(x) &&
 15 |     length(x) == 1 &&
 16 |     is_list(x[[1]])
 17 | }
 18 | 
 19 | is_list_recursive <- function(x) {
 20 |   is_list(x) &&
 21 |     length(x) == 1 &&
 22 |     is.list(x[[1]])
 23 | }
 24 | 
 25 | peel_list_alist <- function(x) {
 26 |   if (is_list_alist(x)) {
 27 |     x <- x[[1]]
 28 |   }
 29 |   x
 30 | }
 31 | 
 32 | call_env <- function (n = 1) parent.frame(n + 1)
 33 | 
 34 | capture_dots <- function(...) {
 35 |   eval(substitute(alist(...)), envir = parent.frame())
 36 | }
 37 | 
 38 | expr_names <- function(args) {
 39 |   vapply(
 40 |     args,
 41 |     deparse,
 42 |     USE.NAMES = FALSE,
 43 |     FUN.VALUE = character(1)
 44 |   )
 45 | }
 46 | 
 47 | pretty_dots <- function(...) {
 48 |   ## capture dots as arg list
 49 |   dots <- capture_dots(...)
 50 | 
 51 |   ## if none provided, return NULL
 52 |   if (length(dots) == 0) {
 53 |     return(NULL)
 54 |   }
 55 | 
 56 |   ## if no names, inherit expression text
 57 |   if (is.null(names(dots))) {
 58 |     names(dots) <- expr_names(dots)
 59 |   }
 60 | 
 61 |   ## dots names
 62 |   nms <- names(dots)
 63 | 
 64 |   ## if any names missing, assign expression text
 65 |   if ("" %in% nms) {
 66 |     names(dots)[nms == ""] <- expr_names(dots[nms == ""])
 67 |   }
 68 | 
 69 |   dots
 70 | }
 71 | 
 72 | pcat <- function(...) {
 73 |   cat(paste0(c(...), collapse = ""), fill = TRUE)
 74 | }
 75 | 
 76 | pcat_lines <- function (...) {
 77 |   cat(paste0(..., "\n"), sep = "")
 78 | }
 79 | 
 80 | gray_text <- function(...) {
 81 |   dots <- paste0(c(...), collapse = "")
 82 |   if (interactive()) {
 83 |     paste0("\033[38;5;243m", dots, "\033[39m")
 84 |   } else {
 85 |     dots
 86 |   }
 87 | }
 88 | 
 89 | n_uq <- function(x) NROW(unique(x))
 90 | 
 91 | all_na <- function(x) all(is.na(unlist(x, use.names = FALSE)) | lengths(x) == 0)
 92 | 
 93 | na_omit_data.frame <- function(x) {
 94 |   na_rows <- vapply(seq_len(nrow(x)), function(i)
 95 |     all_na(x[i, ]), logical(1), USE.NAMES = FALSE)
 96 |   x[!na_rows, , drop = FALSE]
 97 | }
 98 | 
 99 | na_omit_list <- function(x) {
100 |   na_elems <- vapply(x, all_na, logical(1))
101 |   x[!na_elems]
102 | }
103 | 
104 | as_fct <- function(x) {
105 |   levels <- unique(x)
106 |   x <- as.character(x)
107 |   f <- match(x, levels)
108 |   levels(f) <- as.character(levels)
109 |   class(f) <- "factor"
110 |   f
111 | }
112 | 
113 | split_default <- function(.data, .i) {
114 |   split.default(x = .data, f = as_fct(.i), drop = TRUE)
115 | }
116 | 
117 | split_groups <- function(.data) {
118 |   .row_num <- attr(.data, ".row_num")
119 |   class(.data) <- "data.frame"
120 |   attributes(.data) <- attributes(.data)[c("names", "row.names", "class")]
121 |   row_nums <- split_default(seq_len(nrow(.data)), .row_num)
122 |   lapply(
123 |     row_nums,
124 |     function(ind) .data[ind, , drop = FALSE]
125 |   )
126 | }
127 | 


--------------------------------------------------------------------------------
/_pkgdown.yml:
--------------------------------------------------------------------------------
 1 | url: https://tbltools.mikewk.com
 2 | 
 3 | authors:
 4 |   Michael W. Kearney:
 5 |     href: https://mikewk.com
 6 | navbar:
 7 |   right:
 8 |   - icon: fa-github fa-lg
 9 |     href: https://github.com/mkearney/tbltools
10 | 


--------------------------------------------------------------------------------
/codecov.yml:
--------------------------------------------------------------------------------
 1 | comment: false
 2 | 
 3 | coverage:
 4 |   status:
 5 |     project:
 6 |       default:
 7 |         target: auto
 8 |         threshold: 1%
 9 |     patch:
10 |       default:
11 |         target: auto
12 |         threshold: 1%
13 | 


--------------------------------------------------------------------------------
/cran-comments.md:
--------------------------------------------------------------------------------
1 | ## Test environments
2 | * local OS X install, R 3.5.2
3 | * ubuntu 14.04 (on travis-ci), R 3.5.2
4 | * win-builder (devel and release)
5 | 
6 | ## R CMD check results
7 | 
8 | 0 errors | 0 warnings | 0 notes
9 | 


--------------------------------------------------------------------------------
/docs/CNAME:
--------------------------------------------------------------------------------
1 | tbltools.mikewk.com
2 | 


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 26 | 
 27 | <!-- pkgdown -->
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 34 |   
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 36 | 
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 49 | <![endif]-->
 50 | 
 51 | 
 52 |   </head>
 53 | 
 54 |   <body>
 55 |     <div class="container template-authors">
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 57 |       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
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 62 |         <span class="icon-bar"></span>
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 65 |       </button>
 66 |       <span class="navbar-brand">
 67 |         <a class="navbar-link" href="index.html">tbltools</a>
 68 |         <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.1.0</span>
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 71 | 
 72 |     <div id="navbar" class="navbar-collapse collapse">
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 82 | </li>
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 84 |   <a href="news/index.html">Changelog</a>
 85 | </li>
 86 |       </ul>
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101 |       
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104 | <div class="row">
105 |   <div class="contents col-md-9">
106 |     <div class="page-header">
107 |       <h1>Authors</h1>
108 |     </div>
109 | 
110 |     <ul class="list-unstyled">
111 |       <li>
112 |         <p><strong><a href='https://mikewk.com'>Michael W. Kearney</a></strong>. Author, maintainer. <a href='https://orcid.org/0000-0002-0730-4694' target='orcid.widget'><img src='https://members.orcid.org/sites/default/files/vector_iD_icon.svg' class='orcid' alt='ORCID' height='16'></a>
113 |         </p>
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116 | 
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118 | 
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120 | 
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124 |   <p>Developed by <a href='https://mikewk.com'>Michael W. Kearney</a>.</p>
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 2 | 
 3 |   // register a handler to move the focus to the search bar
 4 |   // upon pressing shift + "/" (i.e. "?")
 5 |   $(document).on('keydown', function(e) {
 6 |     if (e.shiftKey && e.keyCode == 191) {
 7 |       e.preventDefault();
 8 |       $("#search-input").focus();
 9 |     }
10 |   });
11 | 
12 |   $(document).ready(function() {
13 |     // do keyword highlighting
14 |     /* modified from https://jsfiddle.net/julmot/bL6bb5oo/ */
15 |     var mark = function() {
16 | 
17 |       var referrer = document.URL ;
18 |       var paramKey = "q" ;
19 | 
20 |       if (referrer.indexOf("?") !== -1) {
21 |         var qs = referrer.substr(referrer.indexOf('?') + 1);
22 |         var qs_noanchor = qs.split('#')[0];
23 |         var qsa = qs_noanchor.split('&');
24 |         var keyword = "";
25 | 
26 |         for (var i = 0; i < qsa.length; i++) {
27 |           var currentParam = qsa[i].split('=');
28 | 
29 |           if (currentParam.length !== 2) {
30 |             continue;
31 |           }
32 | 
33 |           if (currentParam[0] == paramKey) {
34 |             keyword = decodeURIComponent(currentParam[1].replace(/\+/g, "%20"));
35 |           }
36 |         }
37 | 
38 |         if (keyword !== "") {
39 |           $(".contents").unmark({
40 |             done: function() {
41 |               $(".contents").mark(keyword);
42 |             }
43 |           });
44 |         }
45 |       }
46 |     };
47 | 
48 |     mark();
49 |   });
50 | });
51 | 
52 | /* Search term highlighting ------------------------------*/
53 | 
54 | function matchedWords(hit) {
55 |   var words = [];
56 | 
57 |   var hierarchy = hit._highlightResult.hierarchy;
58 |   // loop to fetch from lvl0, lvl1, etc.
59 |   for (var idx in hierarchy) {
60 |     words = words.concat(hierarchy[idx].matchedWords);
61 |   }
62 | 
63 |   var content = hit._highlightResult.content;
64 |   if (content) {
65 |     words = words.concat(content.matchedWords);
66 |   }
67 | 
68 |   // return unique words
69 |   var words_uniq = [...new Set(words)];
70 |   return words_uniq;
71 | }
72 | 
73 | function updateHitURL(hit) {
74 | 
75 |   var words = matchedWords(hit);
76 |   var url = "";
77 | 
78 |   if (hit.anchor) {
79 |     url = hit.url_without_anchor + '?q=' + escape(words.join(" ")) + '#' + hit.anchor;
80 |   } else {
81 |     url = hit.url + '?q=' + escape(words.join(" "));
82 |   }
83 | 
84 |   return url;
85 | }
86 | 


--------------------------------------------------------------------------------
/docs/extra.css:
--------------------------------------------------------------------------------
 1 | 
 2 | @import url("https://fonts.googleapis.com/css?family=Roboto:400,400i,700,700i,900");
 3 | 
 4 | @import url(https://cdn.rawgit.com/tonsky/FiraCode/1.205/distr/fira_code.css);
 5 | 
 6 | body {
 7 |   font-family: Roboto, sans-serif;
 8 |   font-size: 16px;
 9 |   line-height: 1.5;
10 |   font-weight: 400;
11 |   margin: .5em auto 5em auto;
12 | }
13 | 
14 | h1, h2, h3, h4, .h1, .h2, .h3, .h4 {
15 |   font-family: Roboto, sans-serif;
16 |   font-weight: 900;
17 | }
18 | 
19 | h1 {font-size: 2.1em}
20 | h2 {font-size: 1.8em}
21 | h3 {font-size: 1.6em}
22 | h4 {font-size: 1.3em}
23 | 
24 | code {
25 |   font-family: "Fira Code", Consolas, Monaco, Menlo, Inconsolata, monospace;
26 | }
27 | 
28 | pre {
29 |   box-shadow:
30 |     rgba(0, 0, 0, 0.1) 0 2px 3px 1px,
31 |     rgba(0, 0, 0, 0.1) 0 1px 3px 1px,
32 |     rgba(0, 0, 0, 0.2) 0 1px 1px -1px;
33 |   font-size: .80em;
34 |   margin-left: auto;
35 |   width: 98%;
36 |   margin-right: auto;
37 |   line-height: 1.4em;
38 |   font-family: "Fira Code", Consolas, Monaco, Menlo, Inconsolata, monospace;
39 | }
40 | 
41 | div.sourceCode {
42 |   overflow: visible;
43 | }
44 | 
45 | pre.sourceCode {
46 |   margin-left: auto;
47 |   margin-right: auto;
48 | }
49 | 
50 | p {
51 |   margin: 1.5em 0;
52 | }
53 | 
54 | strong {
55 |   font-family: Roboto, sans-serif;
56 |   font-weight: 900;
57 | }
58 | 
59 | strong code {
60 |   font-family: "Fira Code", Consolas, Monaco, Menlo, Inconsolata, monospace;
61 |   font-weight: 700;
62 | }
63 | 
64 | code span.co, .co {
65 |   color: #828f96;
66 | }
67 | 
68 | code span.ot, .ot {
69 |   color: #ddaa00;
70 | }
71 | 
72 | .navbar-default {
73 |   box-shadow:
74 |     rgba(0, 0, 0, 0.1) 0 2px 3px 1px,
75 |     rgba(0, 0, 0, 0.1) 0 1px 3px 1px,
76 |     rgba(0, 0, 0, 0.2) 0 1px 1px -1px;
77 |   background-color: #f3f3f3;
78 |   border-color: #eee;
79 | }
80 | 


--------------------------------------------------------------------------------
/docs/link.svg:
--------------------------------------------------------------------------------
 1 | <?xml version="1.0" encoding="utf-8"?>
 2 | <!-- Generator: Adobe Illustrator 19.2.1, SVG Export Plug-In . SVG Version: 6.00 Build 0)  -->
 3 | <svg version="1.1" id="Layer_1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px"
 4 | 	 viewBox="0 0 20 20" style="enable-background:new 0 0 20 20;" xml:space="preserve">
 5 | <style type="text/css">
 6 | 	.st0{fill:#75AADB;}
 7 | </style>
 8 | <path class="st0" d="M4,11.3h1.3v1.3H4c-2,0-4-2.3-4-4.7s2.1-4.7,4-4.7h5.3c1.9,0,4,2.3,4,4.7c0,1.9-1.2,3.6-2.7,4.3v-1.5
 9 | 	C11.4,10.2,12,9.1,12,8c0-1.7-1.4-3.3-2.7-3.3H4C2.7,4.7,1.3,6.3,1.3,8S2.7,11.3,4,11.3z M16,7.3h-1.3v1.3H16c1.3,0,2.7,1.6,2.7,3.3
10 | 	s-1.4,3.3-2.7,3.3h-5.3C9.4,15.3,8,13.7,8,12c0-1.1,0.6-2.2,1.3-2.8V7.7C7.9,8.4,6.7,10.1,6.7,12c0,2.4,2.1,4.7,4,4.7H16
11 | 	c1.9,0,4-2.3,4-4.7S18,7.3,16,7.3z"/>
12 | </svg>
13 | 


--------------------------------------------------------------------------------
/docs/logo.png:
--------------------------------------------------------------------------------
https://raw.githubusercontent.com/mkearney/tbltools/c19a0db8b8eab5fd92ffbb1933de3374e1839cc5/docs/logo.png


--------------------------------------------------------------------------------
/docs/pkgdown.css:
--------------------------------------------------------------------------------
  1 | /* Sticky footer */
  2 | 
  3 | /**
  4 |  * Basic idea: https://philipwalton.github.io/solved-by-flexbox/demos/sticky-footer/
  5 |  * Details: https://github.com/philipwalton/solved-by-flexbox/blob/master/assets/css/components/site.css
  6 |  *
  7 |  * .Site -> body > .container
  8 |  * .Site-content -> body > .container .row
  9 |  * .footer -> footer
 10 |  *
 11 |  * Key idea seems to be to ensure that .container and __all its parents__
 12 |  * have height set to 100%
 13 |  *
 14 |  */
 15 | 
 16 | html, body {
 17 |   height: 100%;
 18 | }
 19 | 
 20 | body > .container {
 21 |   display: flex;
 22 |   height: 100%;
 23 |   flex-direction: column;
 24 | 
 25 |   padding-top: 60px;
 26 | }
 27 | 
 28 | body > .container .row {
 29 |   flex: 1 0 auto;
 30 | }
 31 | 
 32 | footer {
 33 |   margin-top: 45px;
 34 |   padding: 35px 0 36px;
 35 |   border-top: 1px solid #e5e5e5;
 36 |   color: #666;
 37 |   display: flex;
 38 |   flex-shrink: 0;
 39 | }
 40 | footer p {
 41 |   margin-bottom: 0;
 42 | }
 43 | footer div {
 44 |   flex: 1;
 45 | }
 46 | footer .pkgdown {
 47 |   text-align: right;
 48 | }
 49 | footer p {
 50 |   margin-bottom: 0;
 51 | }
 52 | 
 53 | img.icon {
 54 |   float: right;
 55 | }
 56 | 
 57 | img {
 58 |   max-width: 100%;
 59 | }
 60 | 
 61 | /* Fix bug in bootstrap (only seen in firefox) */
 62 | summary {
 63 |   display: list-item;
 64 | }
 65 | 
 66 | /* Typographic tweaking ---------------------------------*/
 67 | 
 68 | .contents .page-header {
 69 |   margin-top: calc(-60px + 1em);
 70 | }
 71 | 
 72 | /* Section anchors ---------------------------------*/
 73 | 
 74 | a.anchor {
 75 |   margin-left: -30px;
 76 |   display:inline-block;
 77 |   width: 30px;
 78 |   height: 30px;
 79 |   visibility: hidden;
 80 | 
 81 |   background-image: url(./link.svg);
 82 |   background-repeat: no-repeat;
 83 |   background-size: 20px 20px;
 84 |   background-position: center center;
 85 | }
 86 | 
 87 | .hasAnchor:hover a.anchor {
 88 |   visibility: visible;
 89 | }
 90 | 
 91 | @media (max-width: 767px) {
 92 |   .hasAnchor:hover a.anchor {
 93 |     visibility: hidden;
 94 |   }
 95 | }
 96 | 
 97 | 
 98 | /* Fixes for fixed navbar --------------------------*/
 99 | 
100 | .contents h1, .contents h2, .contents h3, .contents h4 {
101 |   padding-top: 60px;
102 |   margin-top: -40px;
103 | }
104 | 
105 | /* Static header placement on mobile devices */
106 | @media (max-width: 767px) {
107 |   .navbar-fixed-top {
108 |     position: absolute;
109 |   }
110 |   .navbar {
111 |     padding: 0;
112 |   }
113 | }
114 | 
115 | 
116 | /* Sidebar --------------------------*/
117 | 
118 | #sidebar {
119 |   margin-top: 30px;
120 | }
121 | #sidebar h2 {
122 |   font-size: 1.5em;
123 |   margin-top: 1em;
124 | }
125 | 
126 | #sidebar h2:first-child {
127 |   margin-top: 0;
128 | }
129 | 
130 | #sidebar .list-unstyled li {
131 |   margin-bottom: 0.5em;
132 | }
133 | 
134 | .orcid {
135 |   height: 16px;
136 |   vertical-align: middle;
137 | }
138 | 
139 | /* Reference index & topics ----------------------------------------------- */
140 | 
141 | .ref-index th {font-weight: normal;}
142 | 
143 | .ref-index td {vertical-align: top;}
144 | .ref-index .icon {width: 40px;}
145 | .ref-index .alias {width: 40%;}
146 | .ref-index-icons .alias {width: calc(40% - 40px);}
147 | .ref-index .title {width: 60%;}
148 | 
149 | .ref-arguments th {text-align: right; padding-right: 10px;}
150 | .ref-arguments th, .ref-arguments td {vertical-align: top;}
151 | .ref-arguments .name {width: 20%;}
152 | .ref-arguments .desc {width: 80%;}
153 | 
154 | /* Nice scrolling for wide elements --------------------------------------- */
155 | 
156 | table {
157 |   display: block;
158 |   overflow: auto;
159 | }
160 | 
161 | /* Syntax highlighting ---------------------------------------------------- */
162 | 
163 | pre {
164 |   word-wrap: normal;
165 |   word-break: normal;
166 |   border: 1px solid #eee;
167 | }
168 | 
169 | pre, code {
170 |   background-color: #f8f8f8;
171 |   color: #333;
172 | }
173 | 
174 | pre code {
175 |   overflow: auto;
176 |   word-wrap: normal;
177 |   white-space: pre;
178 | }
179 | 
180 | pre .img {
181 |   margin: 5px 0;
182 | }
183 | 
184 | pre .img img {
185 |   background-color: #fff;
186 |   display: block;
187 |   height: auto;
188 | }
189 | 
190 | code a, pre a {
191 |   color: #375f84;
192 | }
193 | 
194 | a.sourceLine:hover {
195 |   text-decoration: none;
196 | }
197 | 
198 | .fl      {color: #1514b5;}
199 | .fu      {color: #000000;} /* function */
200 | .ch,.st  {color: #036a07;} /* string */
201 | .kw      {color: #264D66;} /* keyword */
202 | .co      {color: #888888;} /* comment */
203 | 
204 | .message { color: black;   font-weight: bolder;}
205 | .error   { color: orange;  font-weight: bolder;}
206 | .warning { color: #6A0366; font-weight: bolder;}
207 | 
208 | /* Clipboard --------------------------*/
209 | 
210 | .hasCopyButton {
211 |   position: relative;
212 | }
213 | 
214 | .btn-copy-ex {
215 |   position: absolute;
216 |   right: 0;
217 |   top: 0;
218 |   visibility: hidden;
219 | }
220 | 
221 | .hasCopyButton:hover button.btn-copy-ex {
222 |   visibility: visible;
223 | }
224 | 
225 | /* mark.js ----------------------------*/
226 | 
227 | mark {
228 |   background-color: rgba(255, 255, 51, 0.5);
229 |   border-bottom: 2px solid rgba(255, 153, 51, 0.3);
230 |   padding: 1px;
231 | }
232 | 
233 | /* vertical spacing after htmlwidgets */
234 | .html-widget {
235 |   margin-bottom: 10px;
236 | }
237 | 


--------------------------------------------------------------------------------
/docs/pkgdown.js:
--------------------------------------------------------------------------------
  1 | /* http://gregfranko.com/blog/jquery-best-practices/ */
  2 | (function($) {
  3 |   $(function() {
  4 | 
  5 |     $("#sidebar")
  6 |       .stick_in_parent({offset_top: 40})
  7 |       .on('sticky_kit:bottom', function(e) {
  8 |         $(this).parent().css('position', 'static');
  9 |       })
 10 |       .on('sticky_kit:unbottom', function(e) {
 11 |         $(this).parent().css('position', 'relative');
 12 |       });
 13 | 
 14 |     $('body').scrollspy({
 15 |       target: '#sidebar',
 16 |       offset: 60
 17 |     });
 18 | 
 19 |     $('[data-toggle="tooltip"]').tooltip();
 20 | 
 21 |     var cur_path = paths(location.pathname);
 22 |     var links = $("#navbar ul li a");
 23 |     var max_length = -1;
 24 |     var pos = -1;
 25 |     for (var i = 0; i < links.length; i++) {
 26 |       if (links[i].getAttribute("href") === "#")
 27 |         continue;
 28 |       // Ignore external links
 29 |       if (links[i].host !== location.host)
 30 |         continue;
 31 | 
 32 |       var nav_path = paths(links[i].pathname);
 33 | 
 34 |       var length = prefix_length(nav_path, cur_path);
 35 |       if (length > max_length) {
 36 |         max_length = length;
 37 |         pos = i;
 38 |       }
 39 |     }
 40 | 
 41 |     // Add class to parent <li>, and enclosing <li> if in dropdown
 42 |     if (pos >= 0) {
 43 |       var menu_anchor = $(links[pos]);
 44 |       menu_anchor.parent().addClass("active");
 45 |       menu_anchor.closest("li.dropdown").addClass("active");
 46 |     }
 47 |   });
 48 | 
 49 |   function paths(pathname) {
 50 |     var pieces = pathname.split("/");
 51 |     pieces.shift(); // always starts with /
 52 | 
 53 |     var end = pieces[pieces.length - 1];
 54 |     if (end === "index.html" || end === "")
 55 |       pieces.pop();
 56 |     return(pieces);
 57 |   }
 58 | 
 59 |   // Returns -1 if not found
 60 |   function prefix_length(needle, haystack) {
 61 |     if (needle.length > haystack.length)
 62 |       return(-1);
 63 | 
 64 |     // Special case for length-0 haystack, since for loop won't run
 65 |     if (haystack.length === 0) {
 66 |       return(needle.length === 0 ? 0 : -1);
 67 |     }
 68 | 
 69 |     for (var i = 0; i < haystack.length; i++) {
 70 |       if (needle[i] != haystack[i])
 71 |         return(i);
 72 |     }
 73 | 
 74 |     return(haystack.length);
 75 |   }
 76 | 
 77 |   /* Clipboard --------------------------*/
 78 | 
 79 |   function changeTooltipMessage(element, msg) {
 80 |     var tooltipOriginalTitle=element.getAttribute('data-original-title');
 81 |     element.setAttribute('data-original-title', msg);
 82 |     $(element).tooltip('show');
 83 |     element.setAttribute('data-original-title', tooltipOriginalTitle);
 84 |   }
 85 | 
 86 |   if(ClipboardJS.isSupported()) {
 87 |     $(document).ready(function() {
 88 |       var copyButton = "<button type='button' class='btn btn-primary btn-copy-ex' type = 'submit' title='Copy to clipboard' aria-label='Copy to clipboard' data-toggle='tooltip' data-placement='left auto' data-trigger='hover' data-clipboard-copy><i class='fa fa-copy'></i></button>";
 89 | 
 90 |       $(".examples, div.sourceCode").addClass("hasCopyButton");
 91 | 
 92 |       // Insert copy buttons:
 93 |       $(copyButton).prependTo(".hasCopyButton");
 94 | 
 95 |       // Initialize tooltips:
 96 |       $('.btn-copy-ex').tooltip({container: 'body'});
 97 | 
 98 |       // Initialize clipboard:
 99 |       var clipboardBtnCopies = new ClipboardJS('[data-clipboard-copy]', {
100 |         text: function(trigger) {
101 |           return trigger.parentNode.textContent;
102 |         }
103 |       });
104 | 
105 |       clipboardBtnCopies.on('success', function(e) {
106 |         changeTooltipMessage(e.trigger, 'Copied!');
107 |         e.clearSelection();
108 |       });
109 | 
110 |       clipboardBtnCopies.on('error', function() {
111 |         changeTooltipMessage(e.trigger,'Press Ctrl+C or Command+C to copy');
112 |       });
113 |     });
114 |   }
115 | })(window.jQuery || window.$)
116 | 


--------------------------------------------------------------------------------
/docs/pkgdown.yml:
--------------------------------------------------------------------------------
1 | pandoc: '2.6'
2 | pkgdown: 1.3.0
3 | pkgdown_sha: ~
4 | articles: []
5 | urls:
6 |   reference: https://tbltools.mikewk.com/reference
7 |   article: https://tbltools.mikewk.com/articles
8 | 
9 | 


--------------------------------------------------------------------------------
/docs/reference/bind_cols_data.html:
--------------------------------------------------------------------------------
  1 | <!-- Generated by pkgdown: do not edit by hand -->
  2 | <!DOCTYPE html>
  3 | <html lang="en">
  4 |   <head>
  5 |   <meta charset="utf-8">
  6 | <meta http-equiv="X-UA-Compatible" content="IE=edge">
  7 | <meta name="viewport" content="width=device-width, initial-scale=1.0">
  8 | 
  9 | <title>Bind columns — bind_cols_data • tbltools</title>
 10 | 
 11 | <!-- jquery -->
 12 | <script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
 13 | <!-- Bootstrap -->
 14 | 
 15 | <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
 16 | <script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
 17 | 
 18 | <!-- Font Awesome icons -->
 19 | <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/4.7.0/css/font-awesome.min.css" integrity="sha256-eZrrJcwDc/3uDhsdt61sL2oOBY362qM3lon1gyExkL0=" crossorigin="anonymous" />
 20 | 
 21 | <!-- clipboard.js -->
 22 | <script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
 23 | 
 24 | <!-- sticky kit -->
 25 | <script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 26 | 
 27 | <!-- pkgdown -->
 28 | <link href="../pkgdown.css" rel="stylesheet">
 29 | <script src="../pkgdown.js"></script>
 30 | 
 31 | 
 32 | 
 33 |   <link href="../extra.css" rel="stylesheet">
 34 |   
 35 | <meta property="og:title" content="Bind columns — bind_cols_data" />
 36 | 
 37 | <meta property="og:description" content="Bind together the columns of two or more data frames." />
 38 | 
 39 | <meta property="og:image" content="https://tbltools.mikewk.com/logo.png" />
 40 | <meta name="twitter:card" content="summary" />
 41 | 
 42 | 
 43 | 
 44 | <!-- mathjax -->
 45 | <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script>
 46 | <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script>
 47 | 
 48 | <!--[if lt IE 9]>
 49 | <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 50 | <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 51 | <![endif]-->
 52 | 
 53 | 
 54 |   </head>
 55 | 
 56 |   <body>
 57 |     <div class="container template-reference-topic">
 58 |       <header>
 59 |       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
 60 |   <div class="container">
 61 |     <div class="navbar-header">
 62 |       <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false">
 63 |         <span class="sr-only">Toggle navigation</span>
 64 |         <span class="icon-bar"></span>
 65 |         <span class="icon-bar"></span>
 66 |         <span class="icon-bar"></span>
 67 |       </button>
 68 |       <span class="navbar-brand">
 69 |         <a class="navbar-link" href="../index.html">tbltools</a>
 70 |         <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.1.0</span>
 71 |       </span>
 72 |     </div>
 73 | 
 74 |     <div id="navbar" class="navbar-collapse collapse">
 75 |       <ul class="nav navbar-nav">
 76 |         <li>
 77 |   <a href="../index.html">
 78 |     <span class="fa fa-home fa-lg"></span>
 79 |      
 80 |   </a>
 81 | </li>
 82 | <li>
 83 |   <a href="../reference/index.html">Reference</a>
 84 | </li>
 85 | <li>
 86 |   <a href="../news/index.html">Changelog</a>
 87 | </li>
 88 |       </ul>
 89 |       
 90 |       <ul class="nav navbar-nav navbar-right">
 91 |         <li>
 92 |   <a href="https://github.com/mkearney/tbltools">
 93 |     <span class="fa fa-github fa-lg"></span>
 94 |      
 95 |   </a>
 96 | </li>
 97 |       </ul>
 98 |       
 99 |     </div><!--/.nav-collapse -->
100 |   </div><!--/.container -->
101 | </div><!--/.navbar -->
102 | 
103 |       
104 |       </header>
105 | 
106 | <div class="row">
107 |   <div class="col-md-9 contents">
108 |     <div class="page-header">
109 |     <h1>Bind columns</h1>
110 |     <small class="dont-index">Source: <a href='https://github.com/mkearney/tbltools/blob/master/R/bind_cols.R'><code>R/bind_cols.R</code></a></small>
111 |     <div class="hidden name"><code>bind_cols_data.Rd</code></div>
112 |     </div>
113 | 
114 |     <div class="ref-description">
115 |     
116 |     <p>Bind together the columns of two or more data frames.</p>
117 |     
118 |     </div>
119 | 
120 |     <pre class="usage"><span class='fu'>bind_cols_data</span>(<span class='no'>...</span>)</pre>
121 |     
122 |     <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
123 |     <table class="ref-arguments">
124 |     <colgroup><col class="name" /><col class="desc" /></colgroup>
125 |     <tr>
126 |       <th>...</th>
127 |       <td><p>Data frames</p></td>
128 |     </tr>
129 |     </table>
130 |     
131 |     <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
132 | 
133 |     <p>Single data frame with combined columns</p>
134 |     
135 | 
136 |   </div>
137 |   <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
138 |     <h2>Contents</h2>
139 |     <ul class="nav nav-pills nav-stacked">
140 |       <li><a href="#arguments">Arguments</a></li>
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 37 | <meta property="og:description" content="Arranges vector in descending order" />
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106 | <div class="row">
107 |   <div class="col-md-9 contents">
108 |     <div class="page-header">
109 |     <h1>Decreasing order</h1>
110 |     <small class="dont-index">Source: <a href='https://github.com/mkearney/tbltools/blob/master/R/decr.R'><code>R/decr.R</code></a></small>
111 |     <div class="hidden name"><code>decr.Rd</code></div>
112 |     </div>
113 | 
114 |     <div class="ref-description">
115 |     
116 |     <p>Arranges vector in descending order</p>
117 |     
118 |     </div>
119 | 
120 |     <pre class="usage"><span class='fu'>decr</span>(<span class='no'>x</span>)</pre>
121 |     
122 |     <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
123 |     <table class="ref-arguments">
124 |     <colgroup><col class="name" /><col class="desc" /></colgroup>
125 |     <tr>
126 |       <th>x</th>
127 |       <td><p>Input vector</p></td>
128 |     </tr>
129 |     </table>
130 |     
131 |     <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
132 | 
133 |     <p>Reordered vector</p>
134 |     
135 | 
136 |     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
137 |     <pre class="examples"><div class='input'><span class='co'>## decreasing 1:10</span>
138 | <span class='fu'>decr</span>(<span class='fl'>1</span>:<span class='fl'>10</span>)</div><div class='output co'>#&gt;  [1]  -1  -2  -3  -4  -5  -6  -7  -8  -9 -10</div></pre>
139 |   </div>
140 |   <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
141 |     <h2>Contents</h2>
142 |     <ul class="nav nav-pills nav-stacked">
143 |       <li><a href="#arguments">Arguments</a></li>
144 |       
145 |       <li><a href="#value">Value</a></li>
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148 |     </ul>
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109 |     <h1>Group row numbers in grouped data</h1>
110 |     <small class="dont-index">Source: <a href='https://github.com/mkearney/tbltools/blob/master/R/group.R'><code>R/group.R</code></a></small>
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116 |     <p>Returns row numbers for each group in grouped data</p>
117 |     
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120 |     <pre class="usage"><span class='fu'>group_by_data_data</span>(<span class='no'>x</span>)</pre>
121 |     
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128 |     </tr>
129 |     </table>
130 |     
131 |     <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
132 | 
133 |     <p>List of row numbers for each group</p>
134 |     
135 | 
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108 |     <div class="page-header">
109 |     <h1>Groups in grouped data</h1>
110 |     <small class="dont-index">Source: <a href='https://github.com/mkearney/tbltools/blob/master/R/group.R'><code>R/group.R</code></a></small>
111 |     <div class="hidden name"><code>group_by_data_groups.Rd</code></div>
112 |     </div>
113 | 
114 |     <div class="ref-description">
115 |     
116 |     <p>Returns grouping variable names of grouped data</p>
117 |     
118 |     </div>
119 | 
120 |     <pre class="usage"><span class='fu'>group_by_data_groups</span>(<span class='no'>x</span>)</pre>
121 |     
122 |     <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
123 |     <table class="ref-arguments">
124 |     <colgroup><col class="name" /><col class="desc" /></colgroup>
125 |     <tr>
126 |       <th>x</th>
127 |       <td><p>Grouped data frame</p></td>
128 |     </tr>
129 |     </table>
130 |     
131 |     <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
132 | 
133 |     <p>Names of grouping variables</p>
134 |     
135 | 
136 |   </div>
137 |   <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
138 |     <h2>Contents</h2>
139 |     <ul class="nav nav-pills nav-stacked">
140 |       <li><a href="#arguments">Arguments</a></li>
141 |       
142 |       <li><a href="#value">Value</a></li>
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102 | 
103 |       
104 |       </header>
105 | 
106 | <div class="row">
107 |   <div class="col-md-9 contents">
108 |     <div class="page-header">
109 |     <h1>Group row numbers in grouped data</h1>
110 |     <small class="dont-index">Source: <a href='https://github.com/mkearney/tbltools/blob/master/R/group.R'><code>R/group.R</code></a></small>
111 |     <div class="hidden name"><code>group_data_data.Rd</code></div>
112 |     </div>
113 | 
114 |     <div class="ref-description">
115 |     
116 |     <p>Returns row numbers for each group in grouped data</p>
117 |     
118 |     </div>
119 | 
120 |     <pre class="usage"><span class='fu'>group_data_data</span>(<span class='no'>x</span>)</pre>
121 |     
122 |     <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
123 |     <table class="ref-arguments">
124 |     <colgroup><col class="name" /><col class="desc" /></colgroup>
125 |     <tr>
126 |       <th>x</th>
127 |       <td><p>Groupted data frame</p></td>
128 |     </tr>
129 |     </table>
130 |     
131 |     <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
132 | 
133 |     <p>List of row numbers for each group</p>
134 |     
135 | 
136 |   </div>
137 |   <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
138 |     <h2>Contents</h2>
139 |     <ul class="nav nav-pills nav-stacked">
140 |       <li><a href="#arguments">Arguments</a></li>
141 |       
142 |       <li><a href="#value">Value</a></li>
143 |           </ul>
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102 | 
103 |       
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105 | 
106 | <div class="row">
107 |   <div class="col-md-9 contents">
108 |     <div class="page-header">
109 |     <h1>Groups in grouped data</h1>
110 |     <small class="dont-index">Source: <a href='https://github.com/mkearney/tbltools/blob/master/R/group.R'><code>R/group.R</code></a></small>
111 |     <div class="hidden name"><code>group_data_groups.Rd</code></div>
112 |     </div>
113 | 
114 |     <div class="ref-description">
115 |     
116 |     <p>Returns grouping variable names of grouped data</p>
117 |     
118 |     </div>
119 | 
120 |     <pre class="usage"><span class='fu'>group_data_groups</span>(<span class='no'>x</span>)</pre>
121 |     
122 |     <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
123 |     <table class="ref-arguments">
124 |     <colgroup><col class="name" /><col class="desc" /></colgroup>
125 |     <tr>
126 |       <th>x</th>
127 |       <td><p>Grouped data frame</p></td>
128 |     </tr>
129 |     </table>
130 |     
131 |     <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
132 | 
133 |     <p>Names of grouping variables</p>
134 |     
135 | 
136 |   </div>
137 |   <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
138 |     <h2>Contents</h2>
139 |     <ul class="nav nav-pills nav-stacked">
140 |       <li><a href="#arguments">Arguments</a></li>
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107 |   <div class="col-md-9 contents">
108 |     <div class="page-header">
109 |     <h1>Mutate data</h1>
110 |     <small class="dont-index">Source: <a href='https://github.com/mkearney/tbltools/blob/master/R/mutate.R'><code>R/mutate.R</code></a></small>
111 |     <div class="hidden name"><code>mutate_data.Rd</code></div>
112 |     </div>
113 | 
114 |     <div class="ref-description">
115 |     
116 |     <p>Wrangle data by adding or transforming columns</p>
117 |     
118 |     </div>
119 | 
120 |     <pre class="usage"><span class='fu'>mutate_data</span>(<span class='no'>.data</span>, <span class='no'>...</span>)</pre>
121 |     
122 |     <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
123 |     <table class="ref-arguments">
124 |     <colgroup><col class="name" /><col class="desc" /></colgroup>
125 |     <tr>
126 |       <th>.data</th>
127 |       <td><p>Data frame</p></td>
128 |     </tr>
129 |     <tr>
130 |       <th>...</th>
131 |       <td><p>One or more expressions using non-standard evaluation designed
132 | to return a column of values. These should be named variables. Any names
133 | already found in the input data will override those input data frame columns</p></td>
134 |     </tr>
135 |     </table>
136 |     
137 |     <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
138 | 
139 |     <p>Mutated data frame</p>
140 |     
141 |     <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See also</h2>
142 | 
143 |     <div class='dont-index'><p>Other mutate: <code><a href='mutate_if_data.html'>mutate_if_data</a></code></p></div>
144 |     
145 | 
146 |   </div>
147 |   <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
148 |     <h2>Contents</h2>
149 |     <ul class="nav nav-pills nav-stacked">
150 |       <li><a href="#arguments">Arguments</a></li>
151 |       
152 |       <li><a href="#value">Value</a></li>
153 | 
154 |       <li><a href="#see-also">See also</a></li>
155 |           </ul>
156 | 
157 |   </div>
158 | </div>
159 | 
160 |       <footer>
161 |       <div class="copyright">
162 |   <p>Developed by <a href='https://mikewk.com'>Michael W. Kearney</a>.</p>
163 | </div>
164 | 
165 | <div class="pkgdown">
166 |   <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.3.0.</p>
167 | </div>
168 |       </footer>
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170 | 
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173 |   </body>
174 | </html>
175 | 
176 | 


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 34 |   
 35 | <meta property="og:title" content="Mutate certain columns — mutate_if_data" />
 36 | 
 37 | <meta property="og:description" content="Wrangle only columns that pass a logical test" />
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102 | 
103 |       
104 |       </header>
105 | 
106 | <div class="row">
107 |   <div class="col-md-9 contents">
108 |     <div class="page-header">
109 |     <h1>Mutate certain columns</h1>
110 |     <small class="dont-index">Source: <a href='https://github.com/mkearney/tbltools/blob/master/R/mutate.R'><code>R/mutate.R</code></a></small>
111 |     <div class="hidden name"><code>mutate_if_data.Rd</code></div>
112 |     </div>
113 | 
114 |     <div class="ref-description">
115 |     
116 |     <p>Wrangle only columns that pass a logical test</p>
117 |     
118 |     </div>
119 | 
120 |     <pre class="usage"><span class='fu'>mutate_if_data</span>(<span class='no'>.data</span>, <span class='no'>.predicate</span>, <span class='no'>.f</span>)</pre>
121 |     
122 |     <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
123 |     <table class="ref-arguments">
124 |     <colgroup><col class="name" /><col class="desc" /></colgroup>
125 |     <tr>
126 |       <th>.data</th>
127 |       <td><p>Input data frame</p></td>
128 |     </tr>
129 |     <tr>
130 |       <th>.predicate</th>
131 |       <td><p>Function applied to each column evaluating to a logical</p></td>
132 |     </tr>
133 |     <tr>
134 |       <th>.f</th>
135 |       <td><p>Function applied to each .predicate-passing column. Can be written
136 | in the formula <code>~ .x</code> format.</p></td>
137 |     </tr>
138 |     </table>
139 |     
140 |     <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
141 | 
142 |     <p>Data frame with .predicate-passing columns mutated.</p>
143 |     
144 |     <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See also</h2>
145 | 
146 |     <div class='dont-index'><p>Other mutate: <code><a href='mutate_data.html'>mutate_data</a></code></p></div>
147 |     
148 | 
149 |   </div>
150 |   <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
151 |     <h2>Contents</h2>
152 |     <ul class="nav nav-pills nav-stacked">
153 |       <li><a href="#arguments">Arguments</a></li>
154 |       
155 |       <li><a href="#value">Value</a></li>
156 | 
157 |       <li><a href="#see-also">See also</a></li>
158 |           </ul>
159 | 
160 |   </div>
161 | </div>
162 | 
163 |       <footer>
164 |       <div class="copyright">
165 |   <p>Developed by <a href='https://mikewk.com'>Michael W. Kearney</a>.</p>
166 | </div>
167 | 
168 | <div class="pkgdown">
169 |   <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.3.0.</p>
170 | </div>
171 |       </footer>
172 |    </div>
173 | 
174 |   
175 | 
176 |   </body>
177 | </html>
178 | 
179 | 


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 37 | <meta property="og:description" content="Returns number of observations in group (if no group then number of obs
 38 | in data frame)" />
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102 | </div><!--/.navbar -->
103 | 
104 |       
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106 | 
107 | <div class="row">
108 |   <div class="col-md-9 contents">
109 |     <div class="page-header">
110 |     <h1>Number of observersations</h1>
111 |     <small class="dont-index">Source: <a href='https://github.com/mkearney/tbltools/blob/master/R/n_obs.R'><code>R/n_obs.R</code></a></small>
112 |     <div class="hidden name"><code>n_obs.Rd</code></div>
113 |     </div>
114 | 
115 |     <div class="ref-description">
116 |     
117 |     <p>Returns number of observations in group (if no group then number of obs
118 | in data frame)</p>
119 |     
120 |     </div>
121 | 
122 |     <pre class="usage"><span class='fu'>n_obs</span>()</pre>
123 |         
124 |     <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
125 | 
126 |     <p>Number of observations in group</p>
127 |     
128 | 
129 |   </div>
130 |   <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
131 |     <h2>Contents</h2>
132 |     <ul class="nav nav-pills nav-stacked">
133 |       
134 |       <li><a href="#value">Value</a></li>
135 |           </ul>
136 | 
137 |   </div>
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102 | 
103 |       
104 |       </header>
105 | 
106 | <div class="row">
107 |   <div class="col-md-9 contents">
108 |     <div class="page-header">
109 |     <h1>Pipe operator</h1>
110 |     <small class="dont-index">Source: <a href='https://github.com/mkearney/tbltools/blob/master/R/utils-pipe.R'><code>R/utils-pipe.R</code></a></small>
111 |     <div class="hidden name"><code>pipe.Rd</code></div>
112 |     </div>
113 | 
114 |     <div class="ref-description">
115 |     
116 |     <p>See <code>magrittr::%&gt;%</code> for details.</p>
117 |     
118 |     </div>
119 | 
120 |     <pre class="usage"><span class='no'>lhs</span> <span class='kw'>%&gt;%</span> <span class='no'>rhs</span></pre>
121 |         
122 | 
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104 |       </header>
105 | 
106 | <div class="row">
107 |   <div class="col-md-9 contents">
108 |     <div class="page-header">
109 |     <h1>Print tbl_data</h1>
110 |     <small class="dont-index">Source: <a href='https://github.com/mkearney/tbltools/blob/master/R/print.R'><code>R/print.R</code></a></small>
111 |     <div class="hidden name"><code>print.tbl_data.Rd</code></div>
112 |     </div>
113 | 
114 |     <div class="ref-description">
115 |     
116 |     <p>Method for printing pseduo tibble</p>
117 |     
118 |     </div>
119 | 
120 |     <pre class="usage"><span class='co'># S3 method for tbl_data</span>
121 | <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/print'>print</a></span>(<span class='no'>x</span>, <span class='kw'>n</span> <span class='kw'>=</span> <span class='kw'>NULL</span>, <span class='no'>...</span>)</pre>
122 |     
123 |     <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
124 |     <table class="ref-arguments">
125 |     <colgroup><col class="name" /><col class="desc" /></colgroup>
126 |     <tr>
127 |       <th>x</th>
128 |       <td><p>Input object</p></td>
129 |     </tr>
130 |     <tr>
131 |       <th>n</th>
132 |       <td><p>Maximum number of rows to print, if NULL (default) defaults to
133 | <code><a href='https://www.rdocumentation.org/packages/base/topics/options'>getOption("tbltools.print_n", 10)</a></code>.</p></td>
134 |     </tr>
135 |     <tr>
136 |       <th>...</th>
137 |       <td><p>Other args passed to tibble or data.frame print.</p></td>
138 |     </tr>
139 |     </table>
140 |     
141 | 
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143 |   <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
144 |     <h2>Contents</h2>
145 |     <ul class="nav nav-pills nav-stacked">
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 37 | <meta property="og:description" content="Pull (extract) data from a data frame" />
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102 | 
103 |       
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105 | 
106 | <div class="row">
107 |   <div class="col-md-9 contents">
108 |     <div class="page-header">
109 |     <h1>Pull data</h1>
110 |     <small class="dont-index">Source: <a href='https://github.com/mkearney/tbltools/blob/master/R/pull.R'><code>R/pull.R</code></a></small>
111 |     <div class="hidden name"><code>pull_data.Rd</code></div>
112 |     </div>
113 | 
114 |     <div class="ref-description">
115 |     
116 |     <p>Pull (extract) data from a data frame</p>
117 |     
118 |     </div>
119 | 
120 |     <pre class="usage"><span class='fu'>pull_data</span>(<span class='no'>.data</span>, <span class='no'>...</span>)</pre>
121 |     
122 |     <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
123 |     <table class="ref-arguments">
124 |     <colgroup><col class="name" /><col class="desc" /></colgroup>
125 |     <tr>
126 |       <th>.data</th>
127 |       <td><p>Input data frame</p></td>
128 |     </tr>
129 |     <tr>
130 |       <th>...</th>
131 |       <td><p>Unquoted name of column to pull from data frame</p></td>
132 |     </tr>
133 |     </table>
134 |     
135 |     <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
136 | 
137 |     <p>A column pulled from its data frame (inheriting whatever class the
138 |   column is)</p>
139 |     
140 | 
141 |     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
142 |     <pre class="examples"><div class='input'>
143 | <span class='co'>## pull the 'y' variable from the data frame</span>
144 | <span class='fu'><a href='tbl_data.html'>tbl_data</a></span>(<span class='kw'>x</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/stats/topics/Normal'>rnorm</a></span>(<span class='fl'>5</span>), <span class='kw'>y</span> <span class='kw'>=</span> <span class='no'>letters</span>[<span class='fl'>1</span>:<span class='fl'>5</span>]) <span class='kw'>%&gt;%</span> <span class='fu'>pull_data</span>(<span class='no'>y</span>)</div><div class='output co'>#&gt; [1] "a" "b" "c" "d" "e"</div><div class='input'>
145 | </div></pre>
146 |   </div>
147 |   <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
148 |     <h2>Contents</h2>
149 |     <ul class="nav nav-pills nav-stacked">
150 |       <li><a href="#arguments">Arguments</a></li>
151 |       
152 |       <li><a href="#value">Value</a></li>
153 |       
154 |       <li><a href="#examples">Examples</a></li>
155 |     </ul>
156 | 
157 |   </div>
158 | </div>
159 | 
160 |       <footer>
161 |       <div class="copyright">
162 |   <p>Developed by <a href='https://mikewk.com'>Michael W. Kearney</a>.</p>
163 | </div>
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166 |   <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.3.0.</p>
167 | </div>
168 |       </footer>
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170 | 
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173 |   </body>
174 | </html>
175 | 
176 | 


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100 |   </div><!--/.container -->
101 | </div><!--/.navbar -->
102 | 
103 |       
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105 | 
106 | <div class="row">
107 |   <div class="col-md-9 contents">
108 |     <div class="page-header">
109 |     <h1>Select columns</h1>
110 |     <small class="dont-index">Source: <a href='https://github.com/mkearney/tbltools/blob/master/R/select.R'><code>R/select.R</code></a></small>
111 |     <div class="hidden name"><code>select_cols.Rd</code></div>
112 |     </div>
113 | 
114 |     <div class="ref-description">
115 |     
116 |     <p>Select columns with non-standard evaluation</p>
117 |     
118 |     </div>
119 | 
120 |     <pre class="usage"><span class='fu'>select_cols</span>(<span class='no'>.data</span>, <span class='no'>...</span>)</pre>
121 |     
122 |     <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
123 |     <table class="ref-arguments">
124 |     <colgroup><col class="name" /><col class="desc" /></colgroup>
125 |     <tr>
126 |       <th>.data</th>
127 |       <td><p>Input data frame</p></td>
128 |     </tr>
129 |     <tr>
130 |       <th>...</th>
131 |       <td><p>Unquoted names of columns to select</p></td>
132 |     </tr>
133 |     </table>
134 |     
135 |     <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
136 | 
137 |     <p>Data frame with select columns</p>
138 |     
139 | 
140 |   </div>
141 |   <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
142 |     <h2>Contents</h2>
143 |     <ul class="nav nav-pills nav-stacked">
144 |       <li><a href="#arguments">Arguments</a></li>
145 |       
146 |       <li><a href="#value">Value</a></li>
147 |           </ul>
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102 | 
103 |       
104 |       </header>
105 | 
106 | <div class="row">
107 |   <div class="col-md-9 contents">
108 |     <div class="page-header">
109 |     <h1>Select columns</h1>
110 |     <small class="dont-index">Source: <a href='https://github.com/mkearney/tbltools/blob/master/R/select.R'><code>R/select.R</code></a></small>
111 |     <div class="hidden name"><code>select_data.Rd</code></div>
112 |     </div>
113 | 
114 |     <div class="ref-description">
115 |     
116 |     <p>Select columns with non-standard evaluation</p>
117 |     
118 |     </div>
119 | 
120 |     <pre class="usage"><span class='fu'>select_data</span>(<span class='no'>.data</span>, <span class='no'>...</span>)</pre>
121 |     
122 |     <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
123 |     <table class="ref-arguments">
124 |     <colgroup><col class="name" /><col class="desc" /></colgroup>
125 |     <tr>
126 |       <th>.data</th>
127 |       <td><p>Input data frame</p></td>
128 |     </tr>
129 |     <tr>
130 |       <th>...</th>
131 |       <td><p>Unquoted names of columns to select</p></td>
132 |     </tr>
133 |     </table>
134 |     
135 |     <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
136 | 
137 |     <p>Data frame with select columns</p>
138 |     
139 | 
140 |   </div>
141 |   <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
142 |     <h2>Contents</h2>
143 |     <ul class="nav nav-pills nav-stacked">
144 |       <li><a href="#arguments">Arguments</a></li>
145 |       
146 |       <li><a href="#value">Value</a></li>
147 |           </ul>
148 | 
149 |   </div>
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151 | 
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102 | 
103 |       
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105 | 
106 | <div class="row">
107 |   <div class="col-md-9 contents">
108 |     <div class="page-header">
109 |     <h1>Summarise data</h1>
110 |     <small class="dont-index">Source: <a href='https://github.com/mkearney/tbltools/blob/master/R/summarise.R'><code>R/summarise.R</code></a></small>
111 |     <div class="hidden name"><code>summarise_data.Rd</code></div>
112 |     </div>
113 | 
114 |     <div class="ref-description">
115 |     
116 |     <p>Returns a summary-level data frame</p>
117 |     
118 |     </div>
119 | 
120 |     <pre class="usage"><span class='fu'>summarise_data</span>(<span class='no'>.data</span>, <span class='no'>...</span>)</pre>
121 |     
122 |     <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
123 |     <table class="ref-arguments">
124 |     <colgroup><col class="name" /><col class="desc" /></colgroup>
125 |     <tr>
126 |       <th>.data</th>
127 |       <td><p>Data frame</p></td>
128 |     </tr>
129 |     <tr>
130 |       <th>...</th>
131 |       <td><p>One or more namecd expressions evaluating with non-standard evaluation
132 | to a single summary value.</p></td>
133 |     </tr>
134 |     </table>
135 |     
136 |     <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
137 | 
138 |     <p>A summary-level data frame</p>
139 |     
140 | 
141 |   </div>
142 |   <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
143 |     <h2>Contents</h2>
144 |     <ul class="nav nav-pills nav-stacked">
145 |       <li><a href="#arguments">Arguments</a></li>
146 |       
147 |       <li><a href="#value">Value</a></li>
148 |           </ul>
149 | 
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151 | </div>
152 | 
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102 | 
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106 | <div class="row">
107 |   <div class="col-md-9 contents">
108 |     <div class="page-header">
109 |     <h1>tbl data</h1>
110 |     <small class="dont-index">Source: <a href='https://github.com/mkearney/tbltools/blob/master/R/tbl.R'><code>R/tbl.R</code></a></small>
111 |     <div class="hidden name"><code>tbl_data.Rd</code></div>
112 |     </div>
113 | 
114 |     <div class="ref-description">
115 |     
116 |     <p>Create a tibble data frame</p>
117 |     
118 |     </div>
119 | 
120 |     <pre class="usage"><span class='fu'>tbl_data</span>(<span class='no'>...</span>)</pre>
121 |     
122 |     <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
123 |     <table class="ref-arguments">
124 |     <colgroup><col class="name" /><col class="desc" /></colgroup>
125 |     <tr>
126 |       <th>...</th>
127 |       <td><p>A data frame, vector, or list of values of equal or single-value
128 | length–similar to <a href='https://www.rdocumentation.org/packages/base/topics/data.frame'>data.frame</a>.</p></td>
129 |     </tr>
130 |     </table>
131 |     
132 |     <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
133 | 
134 |     <p>An object of class <code><a href='https://www.rdocumentation.org/packages/base/topics/c'>c("tbl_data", "tbl_df", "tbl", "data.frame")</a></code></p>
135 |     
136 | 
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139 |     <h2>Contents</h2>
140 |     <ul class="nav nav-pills nav-stacked">
141 |       <li><a href="#arguments">Arguments</a></li>
142 |       
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106 |       
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108 | 
109 | <div class="row">
110 |   <div class="col-md-9 contents">
111 |     <div class="page-header">
112 |     <h1>tbltools: Tools for Working with Tibbles</h1>
113 |     <small class="dont-index">Source: <a href='https://github.com/mkearney/tbltools/blob/master/R/tbltools-package.R'><code>R/tbltools-package.R</code></a></small>
114 |     <div class="hidden name"><code>tbltools-package.Rd</code></div>
115 |     </div>
116 | 
117 |     <div class="ref-description">
118 |     
119 |     <p><img src='figures/logo.png' align='right' /></p>
120 | <p>Tools for working with tibbles, or data.frame-like objects 
121 |     generated by the 'tibble' package &lt;https://tibble.tidyverse.org/&gt;. Functions 
122 |     assist in converting objects to tibbles and creating frequency tables.</p>
123 |     
124 |     </div>
125 | 
126 |         
127 |     <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See also</h2>
128 | 
129 |     <div class='dont-index'><p>Useful links:</p><ul>
130 | <li><p><a href='https://github.com/mkearney/tbltools'>https://github.com/mkearney/tbltools</a></p></li>
131 | <li><p>Report bugs at <a href='https://github.com/mkearney/tbltools/issues'>https://github.com/mkearney/tbltools/issues</a></p></li>
132 | </ul></div>
133 |     
134 | 
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137 |     <h2>Contents</h2>
138 |     <ul class="nav nav-pills nav-stacked">
139 |       
140 |       <li><a href="#see-also">See also</a></li>
141 |           </ul>
142 | 
143 |     <h2>Author</h2>
144 |     <p><strong>Maintainer</strong>: Michael W. Kearney <a href='mailto:kearneymw@missouri.edu'>kearneymw@missouri.edu</a> (0000-0002-0730-4694)</p>
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 36 | 
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103 |       
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106 | <div class="row">
107 |   <div class="col-md-9 contents">
108 |     <div class="page-header">
109 |     <h1>Ungroup data</h1>
110 |     <small class="dont-index">Source: <a href='https://github.com/mkearney/tbltools/blob/master/R/group.R'><code>R/group.R</code></a></small>
111 |     <div class="hidden name"><code>ungroup_data.Rd</code></div>
112 |     </div>
113 | 
114 |     <div class="ref-description">
115 |     
116 |     <p>Ungroups grouped data</p>
117 |     
118 |     </div>
119 | 
120 |     <pre class="usage"><span class='fu'>ungroup_data</span>(<span class='no'>.data</span>)</pre>
121 |     
122 |     <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
123 |     <table class="ref-arguments">
124 |     <colgroup><col class="name" /><col class="desc" /></colgroup>
125 |     <tr>
126 |       <th>.data</th>
127 |       <td><p>Grouped data</p></td>
128 |     </tr>
129 |     </table>
130 |     
131 |     <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
132 | 
133 |     <p>Data grame without groups attribute</p>
134 |     
135 | 
136 |   </div>
137 |   <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
138 |     <h2>Contents</h2>
139 |     <ul class="nav nav-pills nav-stacked">
140 |       <li><a href="#arguments">Arguments</a></li>
141 |       
142 |       <li><a href="#value">Value</a></li>
143 |           </ul>
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80 |   </url>
81 |   <url>
82 |     <loc>https://tbltools.mikewk.com/reference/tbltools-package.html</loc>
83 |   </url>
84 |   <url>
85 |     <loc>https://tbltools.mikewk.com/reference/ungroup_data.html</loc>
86 |   </url>
87 | </urlset>
88 | 


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/man/arrange_data.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/arrange.R
 3 | \name{arrange_data}
 4 | \alias{arrange_data}
 5 | \title{Arrange rows}
 6 | \usage{
 7 | arrange_data(.data, ...)
 8 | }
 9 | \arguments{
10 | \item{.data}{data frame}
11 | 
12 | \item{...}{One or more unquoted names of columns on which to arrange the rows. If none
13 | are supplied, the data are returned as is. By default, ordering is done in ascending
14 | order. To orer in descending order, use \code{\link{decr}} on desired variable(s).}
15 | }
16 | \value{
17 | Rearranged data frame
18 | }
19 | \description{
20 | Arrange rows via descending or ascending column values
21 | }
22 | \examples{
23 | 
24 | ## data frame to arrange
25 | dat <- data.frame(
26 |   a = c(rep("a", 3), rep("b", 3), rep("c", 4)),
27 |   b = c( 3, 3, 2,     8, 8, 1,     5,  5, 5, 9),
28 |   c = c(-1, 0, 0,    -5, 0, 2,    -2, -4, 1, 0),
29 |   stringsAsFactors = FALSE
30 | )
31 | 
32 | ## arrange by one column
33 | arrange_data(dat, a)
34 | 
35 | ## arrange by multiple columns
36 | arrange_data(dat, decr(a), b, c)
37 | 
38 | }
39 | 


--------------------------------------------------------------------------------
/man/as_tbl_data.Rd:
--------------------------------------------------------------------------------
 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/tbl.R
 3 | \name{as_tbl_data}
 4 | \alias{as_tbl_data}
 5 | \title{as_tbl_data}
 6 | \usage{
 7 | as_tbl_data(x, row_names = FALSE)
 8 | }
 9 | \arguments{
10 | \item{x}{Data frame or data frame-like input.}
11 | 
12 | \item{row_names}{Logical indicating whether to convert non-null row names
13 | into the first column.}
14 | }
15 | \description{
16 | Converts data objects to tibbles.
17 | }
18 | \examples{
19 | ## data with row names
20 | d <- data.frame(x = rnorm(5), y = rnorm(5), row.names = letters[1:5])
21 | 
22 | ## convert to tibble
23 | as_tbl_data(d)
24 | 
25 | ## convert to tibble and create row_names variable
26 | as_tbl_data(d, row_names = TRUE)
27 | 
28 | }
29 | 


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/man/bind_cols_data.Rd:
--------------------------------------------------------------------------------
 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/bind_cols.R
 3 | \name{bind_cols_data}
 4 | \alias{bind_cols_data}
 5 | \title{Bind columns}
 6 | \usage{
 7 | bind_cols_data(...)
 8 | }
 9 | \arguments{
10 | \item{...}{Data frames}
11 | }
12 | \value{
13 | Single data frame with combined columns
14 | }
15 | \description{
16 | Bind together the columns of two or more data frames.
17 | }
18 | 


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/man/bind_rows_data.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/bind_rows.R
 3 | \name{bind_rows_data}
 4 | \alias{bind_rows_data}
 5 | \title{Bind rows}
 6 | \usage{
 7 | bind_rows_data(..., fill = FALSE)
 8 | }
 9 | \arguments{
10 | \item{...}{Input data frames or list of data frames}
11 | 
12 | \item{fill}{Logical indicating whether to fill missing columns in data frames
13 | with missing values.}
14 | }
15 | \value{
16 | The list collapsed into a single data frame
17 | }
18 | \description{
19 | Convenient wrapper around \code{\link[base]{do.call}("rbind", ...)} that
20 | (a) sets the 'quote' argument to TRUE and (b) fills data frames with missing
21 | columns with NAs of the appropriate class.
22 | }
23 | \examples{
24 | 
25 | ## list of data frames with inconsistent columns
26 | x <- as_tbl_data(mtcars[1:3, ])
27 | xx <- x
28 | xx$y <- "a"
29 | l <- list(x, xx, mtcars)
30 | 
31 | ## bind rows and fill missing columns with NAs
32 | bind_rows_data(l, fill = TRUE)
33 | 
34 | }
35 | 


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/man/decr.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/decr.R
 3 | \name{decr}
 4 | \alias{decr}
 5 | \title{Decreasing order}
 6 | \usage{
 7 | decr(x)
 8 | }
 9 | \arguments{
10 | \item{x}{Input vector}
11 | }
12 | \value{
13 | Reordered vector
14 | }
15 | \description{
16 | Arranges vector in descending order
17 | }
18 | \examples{
19 | ## decreasing 1:10
20 | decr(1:10)
21 | }
22 | 


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/man/env_tbls.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/tbl.R
 3 | \name{env_tbls}
 4 | \alias{env_tbls}
 5 | \title{Convert all data frames in environment into tibbles}
 6 | \usage{
 7 | env_tbls(env = globalenv(), row_names = TRUE)
 8 | }
 9 | \arguments{
10 | \item{env}{Name of environment from which data frames should be converted to tibbles.
11 | Defaults to global environment.}
12 | 
13 | \item{row_names}{Logical indicating whether to create a row_names variable if non-auto
14 | row names are found.}
15 | }
16 | \value{
17 | The function will print messages when converting occurs and it will print a final
18 |   completion message, but otherwise returns nothing.
19 | }
20 | \description{
21 | Converts data frames found in a given environment into tibbles (tbl_df)
22 | }
23 | \examples{
24 | ## data with row names
25 | d <- data.frame(x = rnorm(5), y = rnorm(5), row.names = letters[1:5])
26 | 
27 | ## convert data frames in global environment to tibbles
28 | env_tbls()
29 | 
30 | }
31 | 


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/man/figures/logo.png:
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https://raw.githubusercontent.com/mkearney/tbltools/c19a0db8b8eab5fd92ffbb1933de3374e1839cc5/man/figures/logo.png


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/man/filter_data.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/filter.R
 3 | \name{filter_data}
 4 | \alias{filter_data}
 5 | \title{Filter rows}
 6 | \usage{
 7 | filter_data(.data, ...)
 8 | }
 9 | \arguments{
10 | \item{.data}{Data frame or two dimensional array}
11 | 
12 | \item{...}{Each argument/expression should should evaluate and reduce down to
13 | an integer (row number) or logical vector. The filter will keep all row
14 | numbers that appear in all evaluated expressions (commas are the equivalent
15 | to \code{&}. Row numbers higher than what exists in x will be ignored. Any
16 | numeric vector must be either all positive or all negative (excludes). This
17 | function uses non-standard evaluation–users can refer to column names
18 | without quotations.}
19 | }
20 | \value{
21 | Sliced/filtered data frame
22 | }
23 | \description{
24 | Filter rows via integer/numeric position or logical vector
25 | }
26 | \examples{
27 | set.seed(12)
28 | d <- data.frame(
29 |   mpg = rnorm(100, 25, 3),
30 |   gear = sample(3:6, 100, replace = TRUE),
31 |   vs = sample(0:1, 100, replace = TRUE),
32 |   stringsAsFactors = FALSE
33 | )
34 | 
35 | filter_data(d, mpg > 30)
36 | filter_data(d, !mpg < 30)
37 | filter_data(d, mpg > 30, !mpg < 30)
38 | filter_data(d, mpg > 30, gear == 4)
39 | filter_data(d, mpg > 30 | gear == 4, vs == 1)
40 | 
41 | }
42 | 


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/man/group_by_data.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/group.R
 3 | \name{group_by_data}
 4 | \alias{group_by_data}
 5 | \title{Group data}
 6 | \usage{
 7 | group_by_data(.data, ...)
 8 | }
 9 | \arguments{
10 | \item{.data}{Data frame}
11 | 
12 | \item{...}{Unquoted (non-standard evaluation) name(s) of group variable(s).}
13 | }
14 | \value{
15 | A data frame with groups attribute
16 | }
17 | \description{
18 | Indicate grouping variables in data frame
19 | }
20 | \examples{
21 | d <- data.frame(a = c("a", "b", "c"), b = 1:3, stringsAsFactors = FALSE)
22 | group_by_data(d, a)
23 | }
24 | 


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/man/group_by_data_data.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/group.R
 3 | \name{group_by_data_data}
 4 | \alias{group_by_data_data}
 5 | \title{Group row numbers in grouped data}
 6 | \usage{
 7 | group_by_data_data(x)
 8 | }
 9 | \arguments{
10 | \item{x}{Groupted data frame}
11 | }
12 | \value{
13 | List of row numbers for each group
14 | }
15 | \description{
16 | Returns row numbers for each group in grouped data
17 | }
18 | 


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/man/group_by_data_groups.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/group.R
 3 | \name{group_by_data_groups}
 4 | \alias{group_by_data_groups}
 5 | \title{Groups in grouped data}
 6 | \usage{
 7 | group_by_data_groups(x)
 8 | }
 9 | \arguments{
10 | \item{x}{Grouped data frame}
11 | }
12 | \value{
13 | Names of grouping variables
14 | }
15 | \description{
16 | Returns grouping variable names of grouped data
17 | }
18 | 


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/man/join.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/join.R
 3 | \name{full_join_data}
 4 | \alias{full_join_data}
 5 | \alias{left_join_data}
 6 | \alias{right_join_data}
 7 | \title{Joins}
 8 | \usage{
 9 | full_join_data(x, y, by = NULL)
10 | 
11 | left_join_data(x, y, by = NULL)
12 | 
13 | right_join_data(x, y, by = NULL)
14 | }
15 | \arguments{
16 | \item{x}{Left or first data frame}
17 | 
18 | \item{y}{Right or second data frame}
19 | 
20 | \item{by}{Name (character) of variable(s) on which to join}
21 | }
22 | \value{
23 | Joined (merged) data frame
24 | }
25 | \description{
26 | Full join: join two data frames preserving all possible information
27 | 
28 | Left join: Join two data frames by matching the second (right) data frame to
29 | the left (first) such that the structure of the first (left) data frame is
30 | preserved
31 | 
32 | Right join: Join two data frames by matching the first (left) data frame to
33 | the right (second) such that the structure of the second (right) data frame
34 | is preserved
35 | }
36 | \examples{
37 | 
38 | d1 <- tbl_data(
39 |   x = 1:10,
40 |   y = rnorm(10),
41 |   z = letters[1:10]
42 | )
43 | d2 <- tbl_data(
44 |   x = sample(1:10, 20, replace = TRUE),
45 |   y2 = rnorm(20)
46 | )
47 | 
48 | ## left join
49 | left_join_data(d1, d2)
50 | 
51 | ## right join
52 | right_join_data(d1, d2)
53 | 
54 | ## full join
55 | full_join_data(d1, d2)
56 | 
57 | }
58 | 


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/man/mutate_data.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/mutate.R
 3 | \name{mutate_data}
 4 | \alias{mutate_data}
 5 | \title{Mutate data}
 6 | \usage{
 7 | mutate_data(.data, ...)
 8 | }
 9 | \arguments{
10 | \item{.data}{Data frame}
11 | 
12 | \item{...}{One or more expressions using non-standard evaluation designed
13 | to return a column of values. These should be named variables. Any names
14 | already found in the input data will override those input data frame columns}
15 | }
16 | \value{
17 | Mutated data frame
18 | }
19 | \description{
20 | Wrangle data by adding or transforming columns
21 | }
22 | \seealso{
23 | Other mutate: \code{\link{mutate_if_data}}
24 | }
25 | \concept{mutate}
26 | 


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/man/mutate_if_data.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/mutate.R
 3 | \name{mutate_if_data}
 4 | \alias{mutate_if_data}
 5 | \title{Mutate certain columns}
 6 | \usage{
 7 | mutate_if_data(.data, .predicate, .f)
 8 | }
 9 | \arguments{
10 | \item{.data}{Input data frame}
11 | 
12 | \item{.predicate}{Function applied to each column evaluating to a logical}
13 | 
14 | \item{.f}{Function applied to each .predicate-passing column. Can be written
15 | in the formula \code{~ .x} format.}
16 | }
17 | \value{
18 | Data frame with .predicate-passing columns mutated.
19 | }
20 | \description{
21 | Wrangle only columns that pass a logical test
22 | }
23 | \seealso{
24 | Other mutate: \code{\link{mutate_data}}
25 | }
26 | \concept{mutate}
27 | 


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/man/n_obs.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/n_obs.R
 3 | \name{n_obs}
 4 | \alias{n_obs}
 5 | \title{Number of observersations}
 6 | \usage{
 7 | n_obs()
 8 | }
 9 | \value{
10 | Number of observations in group
11 | }
12 | \description{
13 | Returns number of observations in group (if no group then number of obs
14 | in data frame)
15 | }
16 | 


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/man/pipe.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/utils-pipe.R
 3 | \name{\%>\%}
 4 | \alias{\%>\%}
 5 | \title{Pipe operator}
 6 | \usage{
 7 | lhs \%>\% rhs
 8 | }
 9 | \description{
10 | See \code{magrittr::\link[magrittr]{\%>\%}} for details.
11 | }
12 | \keyword{internal}
13 | 


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/man/print.tbl_data.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/print.R
 3 | \name{print.tbl_data}
 4 | \alias{print.tbl_data}
 5 | \title{Print tbl_data}
 6 | \usage{
 7 | \method{print}{tbl_data}(x, n = NULL, ...)
 8 | }
 9 | \arguments{
10 | \item{x}{Input object}
11 | 
12 | \item{n}{Maximum number of rows to print, if NULL (default) defaults to
13 | \code{getOption("tbltools.print_n", 10)}.}
14 | 
15 | \item{...}{Other args passed to tibble or data.frame print.}
16 | }
17 | \description{
18 | Method for printing pseduo tibble
19 | }
20 | 


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/man/pull_data.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/pull.R
 3 | \name{pull_data}
 4 | \alias{pull_data}
 5 | \title{Pull data}
 6 | \usage{
 7 | pull_data(.data, ...)
 8 | }
 9 | \arguments{
10 | \item{.data}{Input data frame}
11 | 
12 | \item{...}{Unquoted name of column to pull from data frame}
13 | }
14 | \value{
15 | A column pulled from its data frame (inheriting whatever class the
16 |   column is)
17 | }
18 | \description{
19 | Pull (extract) data from a data frame
20 | }
21 | \examples{
22 | 
23 | ## pull the 'y' variable from the data frame
24 | tbl_data(x = rnorm(5), y = letters[1:5]) \%>\% pull_data(y)
25 | 
26 | }
27 | 


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/man/repos_back.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/repos.R
 3 | \name{repos_back}
 4 | \alias{repos_back}
 5 | \title{move vars to back}
 6 | \usage{
 7 | repos_back(data, ...)
 8 | }
 9 | \arguments{
10 | \item{data}{data frame}
11 | 
12 | \item{...}{columns to move to back}
13 | }
14 | \value{
15 | Reordered data frame.
16 | }
17 | \description{
18 | move vars to back
19 | }
20 | \examples{
21 | ## data with row names
22 | d <- data.frame(x = rnorm(5), y = rnorm(5), row.names = letters[1:5])
23 | 
24 | ## move x to back
25 | repos_back(d, x)
26 | 
27 | }
28 | 


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/man/repos_front.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/repos.R
 3 | \name{repos_front}
 4 | \alias{repos_front}
 5 | \title{move vars to front}
 6 | \usage{
 7 | repos_front(data, ...)
 8 | }
 9 | \arguments{
10 | \item{data}{data frame}
11 | 
12 | \item{...}{columns to move to front}
13 | }
14 | \value{
15 | Reordered data frame.
16 | }
17 | \description{
18 | move vars to front
19 | }
20 | \examples{
21 | ## data with row names
22 | d <- data.frame(x = rnorm(5), y = rnorm(5), row.names = letters[1:5])
23 | 
24 | ## move y to front
25 | repos_front(d, y)
26 | 
27 | }
28 | 


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/man/select_data.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/select.R
 3 | \name{select_data}
 4 | \alias{select_data}
 5 | \title{Select columns}
 6 | \usage{
 7 | select_data(.data, ...)
 8 | }
 9 | \arguments{
10 | \item{.data}{Input data frame}
11 | 
12 | \item{...}{Unquoted names of columns to select}
13 | }
14 | \value{
15 | Data frame with select columns
16 | }
17 | \description{
18 | Select columns with non-standard evaluation
19 | }
20 | 


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/man/slice_data.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/slice.R
 3 | \name{slice_data}
 4 | \alias{slice_data}
 5 | \title{Slice data}
 6 | \usage{
 7 | slice_data(.data, ...)
 8 | }
 9 | \arguments{
10 | \item{.data}{Input data frame}
11 | 
12 | \item{...}{Expression to evaluate to integer row positions}
13 | }
14 | \value{
15 | .data of evaluated row positions
16 | }
17 | \description{
18 | Slice data by row number
19 | }
20 | \examples{
21 | 
22 | ## data set
23 | d <- tbl_data(x = rnorm(10), y = rnorm(10))
24 | 
25 | ## slice first 4 rows
26 | slice_data(d, 1:4)
27 | }
28 | 


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/man/summarise_data.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/summarise.R
 3 | \name{summarise_data}
 4 | \alias{summarise_data}
 5 | \title{Summarise data}
 6 | \usage{
 7 | summarise_data(.data, ...)
 8 | }
 9 | \arguments{
10 | \item{.data}{Data frame}
11 | 
12 | \item{...}{One or more namecd expressions evaluating with non-standard evaluation
13 | to a single summary value.}
14 | }
15 | \value{
16 | A summary-level data frame
17 | }
18 | \description{
19 | Returns a summary-level data frame
20 | }
21 | 


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/man/tabsort.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/tabsort.R
 3 | \name{tabsort}
 4 | \alias{tabsort}
 5 | \alias{ntbl}
 6 | \title{tabsort}
 7 | \usage{
 8 | tabsort(.data, ..., prop = TRUE, na_omit = TRUE, sort = TRUE)
 9 | 
10 | ntbl(.data, ...)
11 | }
12 | \arguments{
13 | \item{.data}{Data}
14 | 
15 | \item{...}{Unquoted column names of variables to include in table. Default
16 | is to use all columns.}
17 | 
18 | \item{prop}{Logical indicating whether to include a proportion of total
19 | obs column.}
20 | 
21 | \item{na_omit}{Logical indicating whether to exclude missing. If all
22 | responses are missing, a missing value is used as the single category.}
23 | 
24 | \item{sort}{Logical indicating whether to sort the returned object.}
25 | }
26 | \value{
27 | Frequency tbl
28 | }
29 | \description{
30 | Returns a sorted (descending) frequency tbl
31 | }
32 | \examples{
33 | 
34 | ## generate example data
35 | x <- sample(letters[1:4], 200, replace = TRUE)
36 | y <- sample(letters[5:8], 200, replace = TRUE)
37 | 
38 | ## count and sort frequencies for each vector
39 | tabsort(x)
40 | tabsort(y)
41 | 
42 | ## combine x and y into data frame
43 | dat <- data.frame(x, y)
44 | 
45 | ## select columns and create freq table
46 | tabsort(dat, x)
47 | tabsort(dat, x, y)
48 | 
49 | }
50 | 


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/man/tbl_data.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/tbl.R
 3 | \name{tbl_data}
 4 | \alias{tbl_data}
 5 | \title{tbl data}
 6 | \usage{
 7 | tbl_data(...)
 8 | }
 9 | \arguments{
10 | \item{...}{A data frame, vector, or list of values of equal or single-value
11 | length–similar to \link[base]{data.frame}.}
12 | }
13 | \value{
14 | An object of class \code{c("tbl_data", "tbl_df", "tbl", "data.frame")}
15 | }
16 | \description{
17 | Create a tibble data frame
18 | }
19 | 


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/man/tbl_data_frame.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/tbl_frame.R
 3 | \name{tbl_data_frame}
 4 | \alias{tbl_data_frame}
 5 | \title{Create tbl_data_frame}
 6 | \usage{
 7 | tbl_data_frame(...)
 8 | }
 9 | \arguments{
10 | \item{...}{Column vectors or expressions that reduce down to desired column vectors of
11 | data frame}
12 | }
13 | \value{
14 | A tbl_data data frame
15 | }
16 | \description{
17 | Creates a data frame using non-standard evaluation
18 | }
19 | \examples{
20 | 
21 | ## create data frame with two random variables
22 | tbl_data_frame(
23 |   a = rnorm(10),
24 |   b = rnorm(10)
25 | )
26 | 
27 | ## create variables calculated using previous variables
28 | tbl_data_frame(
29 |   a = rnorm(10),
30 |   b = rnorm(10),
31 |   c = (a + b) / 2,
32 |   d = a + b + c
33 | )
34 | 
35 | }
36 | 


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/man/tbltools-package.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/tbltools-package.R
 3 | \docType{package}
 4 | \name{tbltools-package}
 5 | \alias{tbltools}
 6 | \alias{tbltools-package}
 7 | \title{tbltools: Tools for Working with Tibbles}
 8 | \description{
 9 | \if{html}{\figure{logo.png}{options: align='right'}}
10 | 
11 | Tools for working with tibbles, or data.frame-like objects 
12 |     generated by the 'tibble' package <https://tibble.tidyverse.org/>. Functions 
13 |     assist in converting objects to tibbles and creating frequency tables.
14 | }
15 | \seealso{
16 | Useful links:
17 | \itemize{
18 |   \item \url{https://github.com/mkearney/tbltools}
19 |   \item Report bugs at \url{https://github.com/mkearney/tbltools/issues}
20 | }
21 | 
22 | }
23 | \author{
24 | \strong{Maintainer}: Michael W. Kearney \email{kearneymw@missouri.edu} (0000-0002-0730-4694)
25 | 
26 | }
27 | \keyword{internal}
28 | 


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/man/ungroup_data.Rd:
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 1 | % Generated by roxygen2: do not edit by hand
 2 | % Please edit documentation in R/group.R
 3 | \name{ungroup_data}
 4 | \alias{ungroup_data}
 5 | \title{Ungroup data}
 6 | \usage{
 7 | ungroup_data(.data)
 8 | }
 9 | \arguments{
10 | \item{.data}{Grouped data}
11 | }
12 | \value{
13 | Data grame without groups attribute
14 | }
15 | \description{
16 | Ungroups grouped data
17 | }
18 | 


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/pkgdown/extra.css:
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 1 | 
 2 | @import url("https://fonts.googleapis.com/css?family=Roboto:400,400i,700,700i,900");
 3 | 
 4 | @import url(https://cdn.rawgit.com/tonsky/FiraCode/1.205/distr/fira_code.css);
 5 | 
 6 | body {
 7 |   font-family: Roboto, sans-serif;
 8 |   font-size: 16px;
 9 |   line-height: 1.5;
10 |   font-weight: 400;
11 |   margin: .5em auto 5em auto;
12 | }
13 | 
14 | h1, h2, h3, h4, .h1, .h2, .h3, .h4 {
15 |   font-family: Roboto, sans-serif;
16 |   font-weight: 900;
17 | }
18 | 
19 | h1 {font-size: 2.1em}
20 | h2 {font-size: 1.8em}
21 | h3 {font-size: 1.6em}
22 | h4 {font-size: 1.3em}
23 | 
24 | code {
25 |   font-family: "Fira Code", Consolas, Monaco, Menlo, Inconsolata, monospace;
26 | }
27 | 
28 | pre {
29 |   box-shadow:
30 |     rgba(0, 0, 0, 0.1) 0 2px 3px 1px,
31 |     rgba(0, 0, 0, 0.1) 0 1px 3px 1px,
32 |     rgba(0, 0, 0, 0.2) 0 1px 1px -1px;
33 |   font-size: .80em;
34 |   margin-left: auto;
35 |   width: 98%;
36 |   margin-right: auto;
37 |   line-height: 1.4em;
38 |   font-family: "Fira Code", Consolas, Monaco, Menlo, Inconsolata, monospace;
39 | }
40 | 
41 | div.sourceCode {
42 |   overflow: visible;
43 | }
44 | 
45 | pre.sourceCode {
46 |   margin-left: auto;
47 |   margin-right: auto;
48 | }
49 | 
50 | p {
51 |   margin: 1.5em 0;
52 | }
53 | 
54 | strong {
55 |   font-family: Roboto, sans-serif;
56 |   font-weight: 900;
57 | }
58 | 
59 | strong code {
60 |   font-family: "Fira Code", Consolas, Monaco, Menlo, Inconsolata, monospace;
61 |   font-weight: 700;
62 | }
63 | 
64 | code span.co, .co {
65 |   color: #828f96;
66 | }
67 | 
68 | code span.ot, .ot {
69 |   color: #ddaa00;
70 | }
71 | 
72 | .navbar-default {
73 |   box-shadow:
74 |     rgba(0, 0, 0, 0.1) 0 2px 3px 1px,
75 |     rgba(0, 0, 0, 0.1) 0 1px 3px 1px,
76 |     rgba(0, 0, 0, 0.2) 0 1px 1px -1px;
77 |   background-color: #f3f3f3;
78 |   border-color: #eee;
79 | }
80 | 


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/tbltools.Rproj:
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 1 | Version: 1.0
 2 | 
 3 | RestoreWorkspace: No
 4 | SaveWorkspace: No
 5 | AlwaysSaveHistory: Default
 6 | 
 7 | EnableCodeIndexing: Yes
 8 | UseSpacesForTab: Yes
 9 | NumSpacesForTab: 2
10 | Encoding: UTF-8
11 | 
12 | RnwWeave: knitr
13 | LaTeX: XeLaTeX
14 | 
15 | AutoAppendNewline: Yes
16 | StripTrailingWhitespace: Yes
17 | 
18 | BuildType: Package
19 | PackageUseDevtools: Yes
20 | PackageInstallArgs: --no-multiarch --with-keep.source
21 | PackageRoxygenize: rd,collate,namespace
22 | 


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/tests/testthat.R:
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1 | library(testthat)
2 | library(tbltools)
3 | 
4 | test_check("tbltools")
5 | 


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/tests/testthat/test-bind.R:
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 1 | context("test-bind")
 2 | 
 3 | 
 4 | test_that("bind_rows works", {
 5 |   d1 <- as_tbl_data(mtcars, row_names = TRUE)
 6 |   d2 <- d1
 7 |   ## each entered
 8 |   expect_true(is.data.frame(bind_rows_data(d1, d2, fill = TRUE)))
 9 |   expect_equal(nrow(bind_rows_data(d1, d2, fill = TRUE)), 64)
10 |   ## as list
11 |   expect_true(is.data.frame(bind_rows_data(list(d1, d2), fill = TRUE)))
12 |   expect_equal(nrow(bind_rows_data(list(d1, d2), fill = TRUE)), 64)
13 | })
14 | 
15 | test_that("bind_cols works", {
16 |   d1 <- as_tbl_data(mtcars, row_names = TRUE)
17 |   d2 <- d1
18 |   names(d2) <- paste0("bignames_", names(d2))
19 |   ## each entered
20 |   expect_true(is.data.frame(bind_cols_data(d1, d2)))
21 |   expect_equal(ncol(bind_rows_data(d1, d2, fill = TRUE)), 24)
22 |   ## as list
23 |   expect_true(is.data.frame(bind_cols_data(list(d1, d2))))
24 |   expect_equal(ncol(bind_rows_data(list(d1, d2), fill = TRUE)), 24)
25 | })
26 | 
27 | 
28 | 
29 | test_that("bind_rows_data", {
30 |   ## list of data frames with inconsistent columns
31 |   x <- tbl_data(
32 |     a = letters,
33 |     b = 1:26,
34 |     c = rnorm(26)
35 |   )
36 |   xx <- x
37 |   xx$d <- "d"
38 |   xxx <- x
39 |   xxx$a <- factor(xxx$a)
40 |   l <- list(x, xx, xxx)
41 |   d <- bind_rows_data(l, fill = TRUE)
42 |   expect_true(is.data.frame(d))
43 |   expect_equal(nrow(d), 78)
44 |   expect_equal(ncol(d), 4)
45 |   expect_true(is.character(d$a))
46 |   expect_true(is.character(d$d))
47 | })
48 | 
49 | 


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/tests/testthat/test-group.R:
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 1 | context("test-group")
 2 | 
 3 | test_that("group_by_data", {
 4 |   d <- tbltools::tbl_data(
 5 |     mpg = c(10.5, 18.5, 22.5, 25.5),
 6 |     cyl = c(  8L,   6L,   4L,   4L),
 7 |     gear = c( 5L,   4L,   4L,   3L)
 8 |   )
 9 |   o <- d %>%
10 |     filter_data(mpg > 11) %>%
11 |     group_by_data(cyl) %>%
12 |     mutate_data(n = length(gear)) %>%
13 |     summarise_data(
14 |       n = unique(n),
15 |       mpg = mean(mpg)
16 |     ) %>%
17 |     arrange_data(decr(mpg)) %>%
18 |     select_data(cyl, mpg, n)
19 |   expect_true(is.data.frame(o))
20 |   expect_equal(nrow(o), 2)
21 |   expect_equal(ncol(o), 3)
22 |   expect_equal(o$mpg, c(24, 18.5))
23 | })
24 | 


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/tests/testthat/test-joins.R:
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 1 | context("test-joins")
 2 | 
 3 | test_that("full_join, left_join, right_join", {
 4 |   ## mtcars data and additional cyl/new data
 5 |   x <- tbltools::as_tbl_data(mtcars)
 6 |   y <- data.frame(cyl = c(1, 4), new = c(1.25, 2.5))
 7 | 
 8 |   expect_message(o <- full_join_data(x, y))
 9 |   expect_true(is.data.frame(o))
10 |   expect_equal(nrow(o), 33)
11 |   expect_equal(ncol(o), 12)
12 |   expect_true("new" %in% names(o))
13 |   expect_equal(sum(is.na(o$new)), 21)
14 | 
15 |   expect_message(o <- left_join_data(x, y))
16 |   expect_true(is.data.frame(o))
17 |   expect_equal(nrow(o), 32)
18 |   expect_equal(ncol(o), 12)
19 |   expect_true("new" %in% names(o))
20 |   expect_equal(sum(is.na(o$new)), 21)
21 | 
22 |   expect_message(o <- right_join_data(x, y))
23 |   expect_true(is.data.frame(o))
24 |   expect_equal(nrow(o), 12)
25 |   expect_equal(ncol(o), 12)
26 |   expect_true("new" %in% names(o))
27 |   expect_equal(sum(is.na(o$new)), 0)
28 | })
29 | 


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/tests/testthat/test-mutate.R:
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 1 | context("test-mutate")
 2 | 
 3 | test_that("mutate_if_data works", {
 4 |   x <- as_tbl_data(mtcars, row_names = TRUE) %>%
 5 |     group_by_data(cyl) %>%
 6 |     mutate_if_data(~ is.numeric(.x), ~ .x / mean(.x))
 7 |   expect_equal(nrow(x), 32)
 8 |   expect_equal(ncol(x), 12)
 9 |   x <- as_tbl_data(mtcars, row_names = TRUE) %>%
10 |     group_by_data(cyl) %>%
11 |     mutate_if_data(is.numeric, ~ mean(.x))
12 |   expect_equal(length(unique(x$wt)), 3)
13 |   x <- as_tbl_data(mtcars, row_names = TRUE) %>%
14 |     mutate_if_data(~ is.numeric(.x), ~ .x / mean(.x)) %>%
15 |     mutate_if_data(is.numeric, min)
16 |   expect_equal(nrow(x), 32)
17 |   expect_equal(ncol(x), 12)
18 |   x <- as_tbl_data(mtcars, row_names = TRUE) %>%
19 |     mutate_if_data(~ is.numeric(.x), min)
20 |   expect_equal(nrow(x), 32)
21 |   expect_equal(ncol(x), 12)
22 |   expect_equal(n_uq(x$wt), 1)
23 | })
24 | 


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/tests/testthat/test-print.R:
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 1 | context("test-print")
 2 | 
 3 | test_that("print tbl_data", {
 4 |   unloadNamespace("tibble")
 5 |   d1 <- as_tbl_data(mtcars, row_names = TRUE)
 6 |   d2 <- d1
 7 |   names(d2) <- paste0("bignames_", names(d2))
 8 |   d2 <- repos_back(d2, bignames_row_names)
 9 |   expect_true(is.data.frame(d2))
10 |   expect_equal("bignames_row_names", names(d2)[ncol(d2)])
11 |   d1 <- repos_front(d1, mpg)
12 |   expect_true(is.data.frame(d1))
13 |   expect_equal(names(d1)[1], "mpg")
14 |   ow <- getOption("width")
15 |   options(width = 120)
16 |   d <- bind_cols_data(d2, d1)
17 |   o <- capture.output(print(d))
18 |   expect_equal(length(o), 13)
19 |   var_names <- strsplit(o[2], "\\s+")[[1]][-1]
20 |   expect_equal(length(var_names), 8)
21 |   expect_equal(
22 |     c("bignames_mpg", "bignames_cyl", "bignames_disp", "bignames_hp"),
23 |     var_names[1:4]
24 |   )
25 |   expect_equal(nrow(slice_data(d, 1:5)), 5)
26 |   expect_error(slice_data(d, 1:5, 3))
27 |   options(width = ow)
28 | })
29 | 


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/tests/testthat/test-select.R:
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 1 | context("test-select")
 2 | 
 3 | test_that("select_data", {
 4 |   ## list of data frames with inconsistent columns
 5 |   x <- data.frame(
 6 |     a = letters,
 7 |     b = 1:26,
 8 |     c = rnorm(26),
 9 |     d = 0,
10 |     e = TRUE,
11 |     f = sample(c(TRUE, FALSE), 26, replace = TRUE),
12 |     g = sample(LETTERS),
13 |     stringsAsFactors = FALSE
14 |   )
15 |   d <- select_data(x, a, b)
16 |   expect_true(is.data.frame(d))
17 |   expect_equal(nrow(d), 26)
18 |   expect_equal(ncol(d), 2)
19 |   expect_true(is.character(d$a))
20 |   expect_true(is.integer(d$b))
21 | 
22 |   d <- select_data(x, -c)
23 |   expect_true(is.data.frame(d))
24 |   expect_equal(nrow(d), 26)
25 |   expect_equal(ncol(d), 6)
26 |   expect_true(is.character(d$a))
27 |   expect_true(is.integer(d$b))
28 | 
29 |   d <- select_data(x, b:f, -d)
30 |   expect_true(is.data.frame(d))
31 |   expect_equal(nrow(d), 26)
32 |   expect_equal(ncol(d), 4)
33 |   expect_true(is.numeric(d$c))
34 |   expect_true(!"d" %in% names(d))
35 |   expect_true(is.integer(d$b))
36 |   expect_true(is.logical(d$f))
37 |   expect_true(is.logical(d$e))
38 | })
39 | 


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/tests/testthat/test-tbl.R:
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 1 | context("test-tbl")
 2 | 
 3 | test_that("as_tbl_data, tabsort, ntbl", {
 4 |   env <- environment()
 5 |   e <- data.frame(
 6 |     a = letters,
 7 |     b = LETTERS,
 8 |     c = seq_along(letters),
 9 |     d = data.frame(aa = letters, bb = LETTERS, cc = seq_along(letters)),
10 |     row.names = rev(letters)
11 |   )
12 |   d <- data.frame(abc = sample(letters[1:3], 100, replace = TRUE),
13 |     xyz = sample(letters[24:26], 100, replace = TRUE),
14 |     stringsAsFactors = FALSE)
15 |   env_tbls(env)
16 |   expect_true(inherits(d, "tbl_df"))
17 |   expect_true(inherits(e, "tbl_df"))
18 |   e <- data.frame(
19 |     a = letters,
20 |     b = LETTERS,
21 |     c = seq_along(letters),
22 |     d = data.frame(aa = letters, bb = LETTERS, cc = seq_along(letters)),
23 |     row.names = rev(letters)
24 |   )
25 |   d <- data.frame(abc = sample(letters[1:3], 100, replace = TRUE),
26 |     xyz = sample(letters[24:26], 100, replace = TRUE),
27 |     stringsAsFactors = FALSE)
28 |   e <- as_tbl_data(e, row_names = TRUE)
29 |   expect_named(e)
30 |   expect_true("d.bb" %in% names(e))
31 |   expect_equal(ncol(e), 7)
32 |   expect_equal(nrow(e), 26)
33 |   expect_true(is.factor(e$d.aa))
34 |   expect_true(is.data.frame(e))
35 |   expect_true(is.character(e$row_names))
36 | 
37 |   expect_true(inherits(as_tbl_data(d), "tbl_df"))
38 |   d <- tabsort(d)
39 |   expect_equal(ncol(d), 4)
40 |   expect_true(inherits(d, "tbl_df"))
41 |   expect_true(inherits(as_tbl_data(d), "tbl_df"))
42 |   expect_true(is.data.frame((ntbl(d, n))))
43 |   expect_equal(ncol(ntbl(d, n)), 2)
44 | 
45 |   expect_true(is.data.frame(
46 |     expect_warning(
47 |       tabsort(.data = sample(c("a", "b", "c"), nrow(e), replace = TRUE),
48 |         n = sample(c("a", "b", "c"), nrow(e), replace = TRUE))
49 |     )
50 |   ))
51 |   expect_error(tabsort(prop = 'a'))
52 | })
53 | 
54 | test_that("filter_data, arrange_data", {
55 |   set.seed(12)
56 |   d <- data.frame(abc = sample(letters[1:3], 100, replace = TRUE),
57 |     xyz = sample(letters[24:26], 100, replace = TRUE),
58 |     stringsAsFactors = FALSE)
59 |   expect_true(is.data.frame(filter_data(d, d$abc == "a")))
60 |   expect_equal(nrow(filter_data(d, d$abc == "a")), 34)
61 |   expect_equal(ncol(filter_data(d, d$abc == "a")), 2)
62 |   d <- arrange_data(d, decr(abc), decr(xyz))
63 |   expect_true(is.data.frame(d))
64 |   expect_true(max(which(d$abc == "c")) < min(which(d$abc == "a")))
65 |   expect_true(
66 |     min(which(d$abc == "c" & d$xyz == "x")) >
67 |       max(which(d$abc == "c" & d$xyz == "z"))
68 |   )
69 |   expect_equal(nrow(d), 100)
70 | })
71 | 
72 | 
73 | 
74 | 


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/tests/testthat/test-tbl_frame.R:
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 1 | context("test-tbl_frame")
 2 | 
 3 | test_that("multiplication works", {
 4 |   set.seed(12)
 5 |   d <- tbl_data_frame(
 6 |     a = rnorm(10),
 7 |     b = rnorm(10)
 8 |   )
 9 |   expect_equal(ncol(d), 2)
10 |   expect_true(!identical(d[[1]], d[[2]]))
11 | 
12 |   d <- tbl_data_frame(
13 |     a = rnorm(10),
14 |     b = rnorm(10),
15 |     c = (a + b) / 2,
16 |     d = a + b + c
17 |   )
18 |   expect_equal(ncol(d), 4)
19 |   expect_true(identical(rowMeans(d[, 1:2]), d$c))
20 |   expect_true(identical(round(rowSums(d[, 1:3]), 4), round(d$d, 4)))
21 | })
22 | 


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