output not correct w/ updated packages #13
Description
The example here does not seem to be outputting correctly. (Note, was working, but updated my version of R along with several packages -- see session info. and now does not align with expectations from package documentation.)
## vector of some text
x <- c(
"this is A!\t sEntence https://github.com about #rstats @github",
"and another sentence here", "THe following list:\n- one\n- two\n- three\nOkay!?!"
)
## get text features
features <- textfeatures::textfeatures(x, verbose = FALSE)
features
#> # A tibble: 3 x 36
#> n_urls[,"n_urls~ [,"n_uq_urls"] [,"n_hashtags"] [,"n_uq_hashtag~
#> <dbl> <dbl> <dbl> <dbl>
#> 1 1.15 1.15 1.15 1.15
#> 2 -0.577 -0.577 -0.577 -0.577
#> 3 -0.577 -0.577 -0.577 -0.577
#> # ... with 1,292 more variables: [,"n_mentions"] <dbl>,
#> # [,"n_uq_mentions"] <dbl>, [,"n_chars"] <dbl>, [,"n_uq_chars"] <dbl>,
#> # [,"n_commas"] <dbl>, [,"n_digits"] <dbl>, [,"n_exclaims"] <dbl>,
#> # [,"n_extraspaces"] <dbl>, [,"n_lowers"] <dbl>, [,"n_lowersp"] <dbl>,
#> # [,"n_periods"] <dbl>, [,"n_words"] <dbl>, [,"n_uq_words"] <dbl>,
#> # [,"n_caps"] <dbl>, [,"n_nonasciis"] <dbl>, [,"n_puncts"] <dbl>,
#> # [,"n_capsp"] <dbl>, [,"n_charsperword"] <dbl>, [,"sent_afinn"] <dbl>,
#> # [,"sent_bing"] <dbl>, [,"sent_syuzhet"] <dbl>, [,"sent_vader"] <dbl>,
#> # [,"n_polite"] <dbl>, [,"n_first_person"] <dbl>, [,"n_first_personp"] <dbl>,
#> # [,"n_second_person"] <dbl>, [,"n_second_personp"] <dbl>,
#> # [,"n_third_person"] <dbl>, [,"n_tobe"] <dbl>, [,"n_prepositions"] <dbl>,
#> # [,"w1"] <dbl>, [,"w2"] <dbl>, n_uq_urls[,"n_urls"] <dbl>,
#> # [,"n_uq_urls"] <dbl>, [,"n_hashtags"] <dbl>, [,"n_uq_hashtags"] <dbl>,
#> # [,"n_mentions"] <dbl>, [,"n_uq_mentions"] <dbl>, [,"n_chars"] <dbl>,
#> # [,"n_uq_chars"] <dbl>, [,"n_commas"] <dbl>, [,"n_digits"] <dbl>,
#> # [,"n_exclaims"] <dbl>, [,"n_extraspaces"] <dbl>, [,"n_lowers"] <dbl>,
#> # [,"n_lowersp"] <dbl>, [,"n_periods"] <dbl>, [,"n_words"] <dbl>,
#> # [,"n_uq_words"] <dbl>, [,"n_caps"] <dbl>, [,"n_nonasciis"] <dbl>,
#> # [,"n_puncts"] <dbl>, [,"n_capsp"] <dbl>, [,"n_charsperword"] <dbl>,
#> # [,"sent_afinn"] <dbl>, [,"sent_bing"] <dbl>, [,"sent_syuzhet"] <dbl>,
#> # [,"sent_vader"] <dbl>, [,"n_polite"] <dbl>, [,"n_first_person"] <dbl>,
#> # [,"n_first_personp"] <dbl>, [,"n_second_person"] <dbl>,
#> # [,"n_second_personp"] <dbl>, [,"n_third_person"] <dbl>, [,"n_tobe"] <dbl>,
#> # [,"n_prepositions"] <dbl>, [,"w1"] <dbl>, [,"w2"] <dbl>,
#> # n_hashtags[,"n_urls"] <dbl>, [,"n_uq_urls"] <dbl>, [,"n_hashtags"] <dbl>,
#> # [,"n_uq_hashtags"] <dbl>, [,"n_mentions"] <dbl>, [,"n_uq_mentions"] <dbl>,
#> # [,"n_chars"] <dbl>, [,"n_uq_chars"] <dbl>, [,"n_commas"] <dbl>,
#> # [,"n_digits"] <dbl>, [,"n_exclaims"] <dbl>, [,"n_extraspaces"] <dbl>,
#> # [,"n_lowers"] <dbl>, [,"n_lowersp"] <dbl>, [,"n_periods"] <dbl>,
#> # [,"n_words"] <dbl>, [,"n_uq_words"] <dbl>, [,"n_caps"] <dbl>,
#> # [,"n_nonasciis"] <dbl>, [,"n_puncts"] <dbl>, [,"n_capsp"] <dbl>,
#> # [,"n_charsperword"] <dbl>, [,"sent_afinn"] <dbl>, [,"sent_bing"] <dbl>,
#> # [,"sent_syuzhet"] <dbl>, [,"sent_vader"] <dbl>, [,"n_polite"] <dbl>,
#> # [,"n_first_person"] <dbl>, [,"n_first_personp"] <dbl>,
#> # [,"n_second_person"] <dbl>, [,"n_second_personp"] <dbl>,
#> # [,"n_third_person"] <dbl>, ...
str(features)
#> tibble [3 x 36] (S3: tbl_df/tbl/data.frame)
#> $ n_urls : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_uq_urls : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_hashtags : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_uq_hashtags : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_mentions : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_uq_mentions : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_chars : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_uq_chars : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_commas : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_digits : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_exclaims : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_extraspaces : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_lowers : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_lowersp : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_periods : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_words : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_uq_words : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_caps : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_nonasciis : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_puncts : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_capsp : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_charsperword : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ sent_afinn : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ sent_bing : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ sent_syuzhet : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ sent_vader : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_polite : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_first_person : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_first_personp : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_second_person : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_second_personp: num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_third_person : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_tobe : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ n_prepositions : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ w1 : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> $ w2 : num [1:3, 1:36] 1.155 -0.577 -0.577 1.155 -0.577 ...
#> ..- attr(*, "dimnames")=List of 2
#> .. ..$ : NULL
#> .. ..$ : chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> - attr(*, "tf_export")=List of 3
#> ..$ avg : Named num [1:36] 0.333 0.333 0.333 0.333 0.333 ...
#> .. ..- attr(*, "names")= chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> ..$ std_dev: Named num [1:36] 0.577 0.577 0.577 0.577 0.577 ...
#> .. ..- attr(*, "names")= chr [1:36] "n_urls" "n_uq_urls" "n_hashtags" "n_uq_hashtags" ...
#> ..$ dict :Classes 'WarpLDA', 'LDA', 'TopicModel', 'mlapiDecomposition', 'mlapiTransformation', 'mlapiBase', 'R6' <WarpLDA>
#> Inherits from: <LDA>
#> Public:
#> clone: function (deep = FALSE)
#> components: active binding
#> fit_transform: function (x, n_iter = 1000, convergence_tol = 0.001, n_check_convergence = 10,
#> get_top_words: function (n = 10, topic_number = 1L:private$n_topics, lambda = 1)
#> initialize: function (n_topics = 10L, doc_topic_prior = 50/n_topics, topic_word_prior = 1/n_topics,
#> plot: function (lambda.step = 0.1, reorder.topics = FALSE, doc_len = private$doc_len,
#> topic_word_distribution: active binding
#> transform: function (x, n_iter = 1000, convergence_tol = 0.001, n_check_convergence = 10,
#> Private:
#> calc_pseudo_loglikelihood: function (ptr = private$ptr)
#> check_convert_input: function (x)
#> components_: 2 1 0 2
#> doc_len: 2 2 1
#> doc_topic_distribution: function ()
#> doc_topic_distribution_with_prior: function ()
#> doc_topic_matrix: 4 1 1 16 19 9
#> doc_topic_prior: 25
#> fit_transform_internal: function (model_ptr, n_iter, convergence_tol, n_check_convergence,
#> get_c_all: function ()
#> get_c_all_local: function ()
#> get_doc_topic_matrix: function (prt, nr)
#> get_topic_word_count: function ()
#> init_model_dtm: function (x, ptr = private$ptr)
#> internal_matrix_formats: list
#> is_initialized: FALSE
#> n_iter_inference: 10
#> n_topics: 2
#> ptr: externalptr
#> reset_c_local: function ()
#> run_iter_doc: function (update_topics = TRUE, ptr = private$ptr)
#> run_iter_word: function (update_topics = TRUE, ptr = private$ptr)
#> seeds: 532771300.003818 1146267836.93245
#> set_c_all: function (x)
#> set_internal_matrix_formats: function (sparse = NULL, dense = NULL)
#> topic_word_distribution_with_prior: function ()
#> topic_word_prior: 0.5
#> transform_internal: function (x, n_iter = 1000, convergence_tol = 0.001, n_check_convergence = 10,
#> vocabulary: c sentence
#> ..- attr(*, "class")= chr [1:2] "textfeatures_model" "list"
devtools::session_info()
#> - Session info ---------------------------------------------------------------
#> setting value
#> version R version 3.6.3 (2020-02-29)
#> os Windows 10 x64
#> system x86_64, mingw32
#> ui RTerm
#> language (EN)
#> collate English_United States.1252
#> ctype English_United States.1252
#> tz America/New_York
#> date 2020-04-06
#>
#> - Packages -------------------------------------------------------------------
#> package * version date lib source
#> assertthat 0.2.1 2019-03-21 [1] CRAN (R 3.6.3)
#> backports 1.1.6 2020-04-05 [1] CRAN (R 3.6.3)
#> callr 3.4.3 2020-03-28 [1] CRAN (R 3.6.3)
#> cli 2.0.2 2020-02-28 [1] CRAN (R 3.6.3)
#> crayon 1.3.4 2017-09-16 [1] CRAN (R 3.6.3)
#> data.table 1.12.8 2019-12-09 [1] CRAN (R 3.6.3)
#> desc 1.2.0 2018-05-01 [1] CRAN (R 3.6.3)
#> devtools 2.2.2 2020-02-17 [1] CRAN (R 3.6.3)
#> digest 0.6.25 2020-02-23 [1] CRAN (R 3.6.3)
#> dplyr 0.8.5 2020-03-07 [1] CRAN (R 3.6.3)
#> ellipsis 0.3.0 2019-09-20 [1] CRAN (R 3.6.3)
#> evaluate 0.14 2019-05-28 [1] CRAN (R 3.6.3)
#> fansi 0.4.1 2020-01-08 [1] CRAN (R 3.6.3)
#> float 0.2-3 2019-05-31 [1] CRAN (R 3.6.0)
#> fs 1.4.1 2020-04-04 [1] CRAN (R 3.6.3)
#> glue 1.4.0 2020-04-03 [1] CRAN (R 3.6.3)
#> highr 0.8 2019-03-20 [1] CRAN (R 3.6.3)
#> htmltools 0.4.0 2019-10-04 [1] CRAN (R 3.6.3)
#> knitr 1.28 2020-02-06 [1] CRAN (R 3.6.3)
#> lattice 0.20-38 2018-11-04 [2] CRAN (R 3.6.3)
#> lgr 0.3.4 2020-03-20 [1] CRAN (R 3.6.3)
#> lifecycle 0.2.0 2020-03-06 [1] CRAN (R 3.6.3)
#> magrittr 1.5 2014-11-22 [1] CRAN (R 3.6.3)
#> Matrix 1.2-18 2019-11-27 [2] CRAN (R 3.6.3)
#> memoise 1.1.0 2017-04-21 [1] CRAN (R 3.6.3)
#> mlapi 0.1.0 2017-12-17 [1] CRAN (R 3.6.3)
#> pillar 1.4.3 2019-12-20 [1] CRAN (R 3.6.3)
#> pkgbuild 1.0.6 2019-10-09 [1] CRAN (R 3.6.3)
#> pkgconfig 2.0.3 2019-09-22 [1] CRAN (R 3.6.3)
#> pkgload 1.0.2 2018-10-29 [1] CRAN (R 3.6.3)
#> prettyunits 1.1.1 2020-01-24 [1] CRAN (R 3.6.3)
#> processx 3.4.2 2020-02-09 [1] CRAN (R 3.6.3)
#> ps 1.3.2 2020-02-13 [1] CRAN (R 3.6.3)
#> purrr 0.3.3 2019-10-18 [1] CRAN (R 3.6.3)
#> R6 2.4.1 2019-11-12 [1] CRAN (R 3.6.3)
#> Rcpp 1.0.4 2020-03-17 [1] CRAN (R 3.6.3)
#> remotes 2.1.1 2020-02-15 [1] CRAN (R 3.6.3)
#> renv 0.9.3 2020-02-10 [1] CRAN (R 3.6.3)
#> RhpcBLASctl 0.20-17 2020-01-17 [1] CRAN (R 3.6.2)
#> rlang 0.4.5 2020-03-01 [1] CRAN (R 3.6.3)
#> rmarkdown 2.1 2020-01-20 [1] CRAN (R 3.6.3)
#> rprojroot 1.3-2 2018-01-03 [1] CRAN (R 3.6.3)
#> rsparse 0.4.0 2020-04-01 [1] CRAN (R 3.6.3)
#> sessioninfo 1.1.1 2018-11-05 [1] CRAN (R 3.6.3)
#> SnowballC 0.7.0 2020-04-01 [1] CRAN (R 3.6.3)
#> stringi 1.4.6 2020-02-17 [1] CRAN (R 3.6.2)
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#> [3] C:/Users/BSHALLOW/AppData/Local/Temp/RtmpOWi3Su/renv-system-libraryCreated on 2020-04-06 by the reprex package (v0.3.0)