From 47b4f9d2e41e8e33239411f68780346f0a3bf782 Mon Sep 17 00:00:00 2001 From: Matt Cowgill Date: Mon, 27 May 2024 12:31:19 +1000 Subject: [PATCH] Allow `wininet` method to be used via new `R_READABS_DL_METHOD` env variable (#247) * look for method env var * update DESC/NEWS; use method env var in check_abs_connection() * refresh internal data * use \describe rather than \itemize in docs for some reason * update docs * iterate version --- DESCRIPTION | 3 +- NEWS.md | 3 +- R/check_abs_connection.R | 3 +- R/download_abs.R | 8 +- R/read_abs.R | 9 ++ R/read_awe.R | 2 +- R/read_payrolls.R | 10 +- R/sysdata.rda | Bin 35827 -> 35725 bytes README.Rmd | 22 +++- README.md | 118 ++++++++------------ man/figures/README-all-in-one-example-1.png | Bin 124461 -> 85011 bytes man/read_abs.Rd | 9 ++ man/read_awe.Rd | 2 +- man/read_payrolls.Rd | 2 +- 14 files changed, 95 insertions(+), 96 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 715309b..78f42d1 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Package: readabs Type: Package Title: Download and Tidy Time Series Data from the Australian Bureau of Statistics -Version: 0.4.14.903 +Version: 0.4.15 Authors@R: c( person("Matt", "Cowgill", role = c("aut", "cre"), email = "mattcowgill@gmail.com", comment = c(ORCID = "0000-0003-0422-3300")), person("Zoe", "Meers", role = "aut", email = "zoe.meers@sydney.edu.au"), @@ -12,7 +12,6 @@ Authors@R: c( Maintainer: Matt Cowgill Description: Downloads, imports, and tidies time series data from the Australian Bureau of Statistics . -Date: 2023-08-03 License: MIT + file LICENSE Encoding: UTF-8 Depends: R (>= 3.5) diff --git a/NEWS.md b/NEWS.md index eefa76f..4af53fa 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,5 +1,6 @@ -# readabs 0.4.14.90x +# readabs 0.4.15 * read_lfs_datacube() convenience function added +* New environment variable "R_READABS_DL_METHOD" can be set. When set, this is passed to the `method` argument of `download.file()`. Useful on networks where a method such as "wininet" must be used. # readabs 0.4.14 * Fixes made to read_payrolls() to reflect changes by the ABS diff --git a/R/check_abs_connection.R b/R/check_abs_connection.R index a349e81..36f54dd 100644 --- a/R/check_abs_connection.R +++ b/R/check_abs_connection.R @@ -72,7 +72,8 @@ url_exists <- function(url = "https://www.abs.gov.au") { #' 200 range; `FALSE` otherwise. #' @noRd url_exists_nocurl <- function(url = "https://www.abs.gov.au") { - con <- url(url) + con <- url(url, + Sys.getenv("R_READABS_DL_METHOD", unset = "default")) out <- suppressWarnings(tryCatch(readLines(con), error = function(e) e)) abs_url_works <- all(class(out) != "error") close(con) diff --git a/R/download_abs.R b/R/download_abs.R index 6ba6f24..7bf91bb 100644 --- a/R/download_abs.R +++ b/R/download_abs.R @@ -20,7 +20,10 @@ download_abs <- function(urls, return(TRUE) } -dl_file <- function(url, destfile, quiet = TRUE) { +dl_file <- function(url, + destfile, + quiet = TRUE, + method = Sys.getenv("R_READABS_DL_METHOD", unset = "auto")) { suppressWarnings( utils::download.file( url = url, @@ -28,7 +31,8 @@ dl_file <- function(url, destfile, quiet = TRUE) { mode = "wb", quiet = quiet, headers = readabs_header, - cacheOK = FALSE + cacheOK = FALSE, + method = method ) ) } diff --git a/R/read_abs.R b/R/read_abs.R index 4817845..a38ee94 100644 --- a/R/read_abs.R +++ b/R/read_abs.R @@ -68,6 +68,15 @@ #' your `.Renviron` file and add \code{R_READABS_PATH = } line. #' The easiest way to edit this file is using \code{usethis::edit_r_environ()}. #' +#' Certain corporate networks restrict your ability to download files in an R +#' session. On some of these networks, the `"wininet"` method must be used when +#' downloading files. Users can now specify the method that will be used to +#' download files by setting the `"R_READABS_DL_METHOD"` environment variable. +#' +#' For example, the following code sets the environment variable for your +#' current session: s`Sys.setenv("R_READABS_DL_METHOD" = "wininet")` +#' You can add `"R_READABS_DL_METHOD"` to your .Rprofile to have this persist across sessions. +#' #' The `release_date` argument allows you to download table(s) other than the #' latest release. This is useful for examining revisions to time series, or #' for obtaining the version of series that were available on a given date. diff --git a/R/read_awe.R b/R/read_awe.R index e6d56fb..32a9b90 100644 --- a/R/read_awe.R +++ b/R/read_awe.R @@ -3,7 +3,7 @@ #' 6302.0, Average Weekly Earnings, Australia. #' @title read_awe #' @param wage_measure Character of length 1. Must be one of: -#' \itemize{ +#' \describe{ #' \item{`awote`}{ Average weekly ordinary time earnings; also known as Full-time adult ordinary time earnings} #' \item{`ftawe`}{ Full-time adult total earnings} #' \item{`awe`}{ Average weekly total earnings of all employees} diff --git a/R/read_payrolls.R b/R/read_payrolls.R index cb9e7ba..aabc0ea 100644 --- a/R/read_payrolls.R +++ b/R/read_payrolls.R @@ -13,7 +13,7 @@ #' import the payrolls data, and then tidies it up. #' #' @param series Character. Must be one of: -#' \itemize{ +#' \describe{ #' \item{"industry_jobs"}{ Payroll jobs by industry division, state, sex, and age #' group (Table 4)} #' \item{"subindustry_jobs"}{ Payroll jobs by industry sub-division and @@ -59,14 +59,6 @@ read_payrolls <- function(series = c( )) { check_abs_connection() - if (series == "industry_wages") { - stop("The ABS removed wages totals from the Weekly Payrolls Jobs release.") - } - - if (series %in% c("sa4_jobs", "sa3_jobs", "gccsa_jobs")) { - stop("The ABS removed the payroll jobs by SA3/SA4/capital city series from the Weekly Payroll Jobs release.") - } - series <- match.arg(series) cube_name <- switch(series, diff --git a/R/sysdata.rda b/R/sysdata.rda index a54d2b7a9f165e56888be588a3c51da0f2f048ea..ab1b6f7bf5e6d8c6327427bd9024abd8ecefb92b 100644 GIT binary patch delta 35563 zcmZsBWl$T=6KHTN6ewPx5L}A{cSvwaLU1Wi+*+(qEI@H5xE2irYw_aluEi;?1&Wl? zLi>LI_vL+gJ9D$MJ9|63Gk3SQa-E5tkcmy9Z0aZ_tYpHeZ*s7CM~cJ3kV3(Z-0ZOe 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zo!Lw4y$5FQA=r0gD~WZpT=z?HTi7p$o^GL$WDMu!R_cVz?%?!HrLcTtbG7aAS;4IFSM3F-4-zKaNgtLYw+uZIO%4qp|j6#@t?qZ^R-16M`(! z%WQhy6^b+osy9vDUEf;aOT!?$AIj9C%uYP%&}NrxP9H>w081H&g;~p3NTDK-y^$hk zl22di$bbdD*!Rm`njXqc8hBLiU@xWG`#fueTIyeLVSfhPlM#s%fAk1|1co!7C>^sL27nF=vFvsQ3J%1F409s>wI^V^byR!M;a}Pv? z@~?btz3rq4(LvbXcWzpryzq5LvzEMZ95cf!RftM@{jm@LvhuR5?YlMLxso16G}Vjw z^-Jop$WK0ZDtuwaTy*J%8XZ}?(ik3|aQySE^ljBQ8x!3^fBE*tv!N`-u}xfOeXGc#N1N8297>7F3&zIL)C{@rQ+Q4$8T`go^00SE(=w2ySkf& z#CdpLZ!z7VuDeu(jWOAh1w?~hxDH&bskbm%J&c^Pvs>q4;ZHXWltP;{lZ)?xkUlE8 zuv(rGPUdf$f6RqAtDb7^-*&52x-c~i#tF&x&>KB3*oLh;So*pvb*&fL-=IVQDBf@w zJ+zo2SxPiV2O7$mPf_E$TYfk7ry3{50R>Px%Q&eL)Zaua6_h zO`790V!+~MR`Nxpb9fu+8ZCqT(jWnSNCZ_lR78;9JoF>N)8Ex% readxl::read_excel( sheet = "Payroll jobs index", @@ -168,13 +168,13 @@ payrolls_t4_path %>% As it happens, if you want the ABS Weekly Payrolls data, you don't need to use `download_abs_data_cube()` directly. Instead, there is a convenience function available that downloads, imports, and tidies the data for you: -```{r} +```{r read-payrolls-fn, eval = FALSE} read_payrolls() ``` There is also a convenience function available for data cube GM1 from the monthly Labour Force data, which contains labour force gross flows: -```{r} +```{r read-lfs-grossflows, eval = FALSE} read_lfs_grossflows() ``` @@ -190,7 +190,7 @@ The {readabs} package includes functions to query the ABS.Stat API. Thank you to * `read_api()` downloads data from the ABS.Stat API. Let's list available dataflows: -```{r} +```{r api-flows} flows <- read_api_dataflows() ``` @@ -218,6 +218,20 @@ read_api("ABORIGINAL_POP_PROJ", datakey = list(sex_abs = 1)) Note that in some cases, querying the API without filtering the data will return an error, as the table will be too big. In this case, you will need to supply a datakey that reduces the size of the data. +## Resolving network issues by manually setting the download method + +Certain corporate networks restrict your ability to download files in an R session. On some of these networks, the `"wininet"` method must be used when downloading files. Users can now specify the method that will be used to download files by setting the `"R_READABS_DL_METHOD"` environment variable. + +For example, the following code sets the environment variable for your current session: + +```{r, eval = FALSE} +Sys.setenv("R_READABS_DL_METHOD" = "wininet") +``` + +You can add `"R_READABS_DL_METHOD"` to your .Rprofile to have this persist across sessions. + +If you have other issues using `{readabs}` in your corporate environment, I would appreciate you opening an issue on GitHub. + ## Bug reports and feedback GitHub issues containing error reports or feature requests are welcome. Please try to make a [reprex](https://reprex.tidyverse.org) (a minimal, reproducible example) if possible. diff --git a/README.md b/README.md index 4e18b13..132ed2d 100644 --- a/README.md +++ b/README.md @@ -83,19 +83,19 @@ This is what it looks like: ``` r str(all_wpi) -#> tibble [65,579 × 12] (S3: tbl_df/tbl/data.frame) -#> $ table_no : chr [1:65579] "634501" "634501" "634501" "634501" ... -#> $ sheet_no : chr [1:65579] "Data1" "Data1" "Data1" "Data1" ... -#> $ table_title : chr [1:65579] "Table 1. Total Hourly Rates of Pay Excluding Bonuses: Sector, Original, Seasonally Adjusted and Trend" "Table 1. Total Hourly Rates of Pay Excluding Bonuses: Sector, Original, Seasonally Adjusted and Trend" "Table 1. Total Hourly Rates of Pay Excluding Bonuses: Sector, Original, Seasonally Adjusted and Trend" "Table 1. Total Hourly Rates of Pay Excluding Bonuses: Sector, Original, Seasonally Adjusted and Trend" ... -#> $ date : Date[1:65579], format: "1997-09-01" "1997-09-01" ... -#> $ series : chr [1:65579] "Quarterly Index ; Total hourly rates of pay excluding bonuses ; Australia ; Private ; All industries ;" "Quarterly Index ; Total hourly rates of pay excluding bonuses ; Australia ; Public ; All industries ;" "Quarterly Index ; Total hourly rates of pay excluding bonuses ; Australia ; Private and Public ; All industries ;" "Quarterly Index ; Total hourly rates of pay excluding bonuses ; Australia ; Private ; All industries ;" ... -#> $ value : num [1:65579] 67.4 64.7 66.7 67.3 64.8 66.6 67.3 64.8 66.7 NA ... -#> $ series_type : chr [1:65579] "Original" "Original" "Original" "Seasonally Adjusted" ... -#> $ data_type : chr [1:65579] "INDEX" "INDEX" "INDEX" "INDEX" ... -#> $ collection_month: chr [1:65579] "3" "3" "3" "3" ... -#> $ frequency : chr [1:65579] "Quarter" "Quarter" "Quarter" "Quarter" ... -#> $ series_id : chr [1:65579] "A2603039T" "A2603989W" "A2603609J" "A2713846W" ... -#> $ unit : chr [1:65579] "Index Numbers" "Index Numbers" "Index Numbers" "Index Numbers" ... +#> tibble [68,137 × 12] (S3: tbl_df/tbl/data.frame) +#> $ table_no : chr [1:68137] "634501" "634501" "634501" "634501" ... +#> $ sheet_no : chr [1:68137] "Data1" "Data1" "Data1" "Data1" ... +#> $ table_title : chr [1:68137] "Table 1. Total Hourly Rates of Pay Excluding Bonuses: Sector, Original, Seasonally Adjusted and Trend" "Table 1. Total Hourly Rates of Pay Excluding Bonuses: Sector, Original, Seasonally Adjusted and Trend" "Table 1. Total Hourly Rates of Pay Excluding Bonuses: Sector, Original, Seasonally Adjusted and Trend" "Table 1. Total Hourly Rates of Pay Excluding Bonuses: Sector, Original, Seasonally Adjusted and Trend" ... +#> $ date : Date[1:68137], format: "1997-09-01" "1997-09-01" ... +#> $ series : chr [1:68137] "Quarterly Index ; Total hourly rates of pay excluding bonuses ; Australia ; Private ; All industries ;" "Quarterly Index ; Total hourly rates of pay excluding bonuses ; Australia ; Public ; All industries ;" "Quarterly Index ; Total hourly rates of pay excluding bonuses ; Australia ; Private and Public ; All industries ;" "Quarterly Index ; Total hourly rates of pay excluding bonuses ; Australia ; Private ; All industries ;" ... +#> $ value : num [1:68137] 67.4 64.7 66.7 67.3 64.8 66.6 67.3 64.8 66.7 NA ... +#> $ series_type : chr [1:68137] "Original" "Original" "Original" "Seasonally Adjusted" ... +#> $ data_type : chr [1:68137] "INDEX" "INDEX" "INDEX" "INDEX" ... +#> $ collection_month: chr [1:68137] "3" "3" "3" "3" ... +#> $ frequency : chr [1:68137] "Quarter" "Quarter" "Quarter" "Quarter" ... +#> $ series_id : chr [1:68137] "A2603039T" "A2603989W" "A2603609J" "A2713846W" ... +#> $ unit : chr [1:68137] "Index Numbers" "Index Numbers" "Index Numbers" "Index Numbers" ... ``` It only takes you a few lines of code to make a graph from your data: @@ -187,7 +187,7 @@ search_catalogues("payroll") #> # A tibble: 2 × 4 #> heading sub_heading catalogue url #> -#> 1 Jobs Weekly Payroll Jobs and Wages in Australia weekly-payr… http… +#> 1 Jobs Weekly Payroll Jobs weekly-payr… http… #> 2 Jobs Weekly Payroll Jobs and Wages in Australia, Interim weekly-payr… http… ``` @@ -197,17 +197,16 @@ available to download from this catalogue: ``` r show_available_files("weekly-payroll-jobs") -#> # A tibble: 8 × 3 +#> # A tibble: 7 × 3 #> label file url #> #> 1 Table 20: Payroll jobs - characteristics distributionsContains se… 6160… http… -#> 2 Table 4: Payroll jobs and wages indexes 6160… http… -#> 3 Table 5: Sub-state - Payroll jobs indexes 6160… http… -#> 4 Table 6: Industry subdivision - Payroll jobs indexes 6160… http… -#> 5 Table 7: Employer characteristics - Payroll jobs index 6160… http… -#> 6 Table 8: Jobholder characteristics - Payroll jobs index 6160… http… -#> 7 Table 9: Sector - Payroll jobs index 6160… http… -#> 8 All data cubes 6160… http… +#> 2 Table 4: Payroll jobs indexes 6160… http… +#> 3 Table 6: Industry subdivision - Payroll jobs indexes 6160… http… +#> 4 Table 7: Employer characteristics - Payroll jobs index 6160… http… +#> 5 Table 8: Jobholder characteristics - Payroll jobs index 6160… http… +#> 6 Table 9: Sector - Payroll jobs index 6160… http… +#> 7 All data cubes 6160… http… ``` We want Table 4, which has the filename `6160055001_DO004.xlsx`. @@ -216,10 +215,10 @@ We can download the file as follows: ``` r payrolls_t4_path <- download_abs_data_cube("weekly-payroll-jobs", "004") -#> File downloaded in /var/folders/bc/6jy526c12dq5zpkxf8fj7f7h0000gq/T//RtmpcSzlYa/6160055001_DO004.xlsx +#> File downloaded in /tmp/Rtmpgdh0CC/6160055001_DO004.xlsx payrolls_t4_path -#> [1] "/var/folders/bc/6jy526c12dq5zpkxf8fj7f7h0000gq/T//RtmpcSzlYa/6160055001_DO004.xlsx" +#> [1] "/tmp/Rtmpgdh0CC/6160055001_DO004.xlsx" ``` The `download_abs_data_cube()` function downloads the file and returns @@ -232,26 +231,6 @@ payrolls_t4_path %>% sheet = "Payroll jobs index", skip = 5 ) -#> # A tibble: 4,322 × 184 -#> `State or Territory` `Industry division` Sex `Age group` `43834` `43841` -#> -#> 1 0. Australia 0. All industries 0. Pers… 0. All ages 92.72 95.17 -#> 2 0. Australia 0. All industries 0. Pers… 1. 15-19 92.3 94.95 -#> 3 0. Australia 0. All industries 0. Pers… 2. 20-29 92.46 95.28 -#> 4 0. Australia 0. All industries 0. Pers… 3. 30-39 93.28 95.66 -#> 5 0. Australia 0. All industries 0. Pers… 4. 40-49 93.03 95.27 -#> 6 0. Australia 0. All industries 0. Pers… 5. 50-59 92.94 95.27 -#> 7 0. Australia 0. All industries 0. Pers… 6. 60-69 91.27 93.52 -#> 8 0. Australia 0. All industries 0. Pers… 7. 70 and … 87.71 90.09 -#> 9 0. Australia 0. All industries 1. Males 0. All ages 92.59 95.63 -#> 10 0. Australia 0. All industries 1. Males 1. 15-19 NA NA -#> # ℹ 4,312 more rows -#> # ℹ 178 more variables: `43848` , `43855` , `43862` , -#> # `43869` , `43876` , `43883` , `43890` , `43897` , -#> # `43904` , `43911` , `43918` , `43925` , `43932` , -#> # `43939` , `43946` , `43953` , `43960` , `43967` , -#> # `43974` , `43981` , `43988` , `43995` , `44002` , -#> # `44009` , `44016` , `44023` , `44030` , … ``` #### Convenience functions for data cubes @@ -263,21 +242,6 @@ data for you: ``` r read_payrolls() -#> File downloaded in /var/folders/bc/6jy526c12dq5zpkxf8fj7f7h0000gq/T//RtmpcSzlYa/6160055001_DO004.xlsx -#> # A tibble: 151,920 × 7 -#> state industry sex age date value series -#> -#> 1 Australia All industries Persons All ages 2020-01-04 92.7 jobs -#> 2 Australia All industries Persons All ages 2020-01-11 95.2 jobs -#> 3 Australia All industries Persons All ages 2020-01-18 96.7 jobs -#> 4 Australia All industries Persons All ages 2020-01-25 97.5 jobs -#> 5 Australia All industries Persons All ages 2020-02-01 98.1 jobs -#> 6 Australia All industries Persons All ages 2020-02-08 98.7 jobs -#> 7 Australia All industries Persons All ages 2020-02-15 99.2 jobs -#> 8 Australia All industries Persons All ages 2020-02-22 99.5 jobs -#> 9 Australia All industries Persons All ages 2020-02-29 99.5 jobs -#> 10 Australia All industries Persons All ages 2020-03-07 99.9 jobs -#> # ℹ 151,910 more rows ``` There is also a convenience function available for data cube GM1 from @@ -285,21 +249,6 @@ the monthly Labour Force data, which contains labour force gross flows: ``` r read_lfs_grossflows() -#> File downloaded in /var/folders/bc/6jy526c12dq5zpkxf8fj7f7h0000gq/T//RtmpcSzlYa/GM1.xlsx -#> # A tibble: 1,030,712 × 9 -#> date sex age state lfs_current lfs_previous persons unit weights -#> -#> 1 2003-07-01 Males 15-19 … New … Employed f… Employed fu… 30.6 000s curren… -#> 2 2003-07-01 Males 15-19 … New … Employed f… Employed pa… 2.87 000s curren… -#> 3 2003-07-01 Males 15-19 … New … Employed f… Not in the … 2.03 000s curren… -#> 4 2003-07-01 Males 15-19 … New … Employed f… Unmatched i… 4.44 000s curren… -#> 5 2003-07-01 Males 15-19 … New … Employed f… Incoming ro… 4.67 000s curren… -#> 6 2003-07-01 Males 15-19 … New … Employed p… Employed fu… 2.34 000s curren… -#> 7 2003-07-01 Males 15-19 … New … Employed p… Employed pa… 32.6 000s curren… -#> 8 2003-07-01 Males 15-19 … New … Employed p… Unemployed 3.13 000s curren… -#> 9 2003-07-01 Males 15-19 … New … Employed p… Not in the … 3.63 000s curren… -#> 10 2003-07-01 Males 15-19 … New … Employed p… Unmatched i… 2.05 000s curren… -#> # ℹ 1,030,702 more rows ``` ### Finding and loading data from the ABS.Stat API @@ -403,6 +352,27 @@ Note that in some cases, querying the API without filtering the data will return an error, as the table will be too big. In this case, you will need to supply a datakey that reduces the size of the data. +## Resolving network issues by manually setting the download method + +Certain corporate networks restrict your ability to download files in an +R session. On some of these networks, the `"wininet"` method must be +used when downloading files. Users can now specify the method that will +be used to download files by setting the `"R_READABS_DL_METHOD"` +environment variable. + +For example, the following code sets the environment variable for your +current session: + +``` r +Sys.setenv("R_READABS_DL_METHOD" = "wininet") +``` + +You can add `"R_READABS_DL_METHOD"` to your .Rprofile to have this +persist across sessions. + +If you have other issues using `{readabs}` in your corporate +environment, I would appreciate you opening an issue on GitHub. + ## Bug reports and feedback GitHub issues containing error reports or feature requests are welcome. diff --git a/man/figures/README-all-in-one-example-1.png b/man/figures/README-all-in-one-example-1.png index 2a1366134c231422ade74d7877a5db18791abb5f..c742c3fb2252b161ebeda206d0568ac575c89ada 100644 GIT binary patch literal 85011 zcmeGD^;cBy_dbrFVQ6Ut1f&%NDM3IQkx)`fq){3qq+=Kc5CtVv1f;tKlx_wPDe3M} zx`!NU;Csf$>$%qZANc(CowZ!D&N}Bl_t|;vy{|jssg^1^DHACG0OU^|E9n9NfdT+P 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The easiest way to edit this file is using \code{usethis::edit_r_environ()}. +Certain corporate networks restrict your ability to download files in an R +session. On some of these networks, the \code{"wininet"} method must be used when +downloading files. Users can now specify the method that will be used to +download files by setting the \code{"R_READABS_DL_METHOD"} environment variable. + +For example, the following code sets the environment variable for your +current session: s\code{Sys.setenv("R_READABS_DL_METHOD" = "wininet")} +You can add \code{"R_READABS_DL_METHOD"} to your .Rprofile to have this persist across sessions. + The \code{release_date} argument allows you to download table(s) other than the latest release. This is useful for examining revisions to time series, or for obtaining the version of series that were available on a given date. diff --git a/man/read_awe.Rd b/man/read_awe.Rd index d045571..18ec8e9 100644 --- a/man/read_awe.Rd +++ b/man/read_awe.Rd @@ -17,7 +17,7 @@ read_awe( } \arguments{ \item{wage_measure}{Character of length 1. Must be one of: -\itemize{ +\describe{ \item{\code{awote}}{ Average weekly ordinary time earnings; also known as Full-time adult ordinary time earnings} \item{\code{ftawe}}{ Full-time adult total earnings} \item{\code{awe}}{ Average weekly total earnings of all employees} diff --git a/man/read_payrolls.Rd b/man/read_payrolls.Rd index 0193dbe..b9f53e9 100644 --- a/man/read_payrolls.Rd +++ b/man/read_payrolls.Rd @@ -11,7 +11,7 @@ read_payrolls( } \arguments{ \item{series}{Character. Must be one of: -\itemize{ +\describe{ \item{"industry_jobs"}{ Payroll jobs by industry division, state, sex, and age group (Table 4)} \item{"subindustry_jobs"}{ Payroll jobs by industry sub-division and