From c224b9c3666902f73e26539a3aeafbe80226f088 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E2=80=9CMatt?= Date: Thu, 16 Feb 2023 11:32:07 +1100 Subject: [PATCH] rewrite README, see https://github.com/MattCowgill/readabs/issues/227 --- R/download_data_cube.r | 2 + R/read_abs.R | 4 +- R/search_catalogues.R | 3 + R/show_available_catalogues.r | 3 +- R/show_available_files.r | 4 +- README.Rmd | 109 ++++-- README.md | 374 +++++++++++++------- man/download_abs_data_cube.Rd | 7 +- man/figures/README-all-in-one-example-1.png | Bin 120176 -> 121792 bytes man/read_abs.Rd | 3 +- man/search_catalogues.Rd | 3 + man/show_available_catalogues.Rd | 2 + man/show_available_files.Rd | 9 +- 13 files changed, 364 insertions(+), 159 deletions(-) diff --git a/R/download_data_cube.r b/R/download_data_cube.r index 44f3008..969dc8b 100644 --- a/R/download_data_cube.r +++ b/R/download_data_cube.r @@ -1,5 +1,7 @@ #' Experimental helper function to download ABS data cubes that are not compatible with read_abs. #' +#' @description +#' `r lifecycle::badge("experimental")` #' \code{download_abs_data_cube()} downloads the latest ABS data cubes based on the catalogue name (from the website url) and cube. #' The function downloads the file to disk. #' diff --git a/R/read_abs.R b/R/read_abs.R index 02d8eda..4817845 100644 --- a/R/read_abs.R +++ b/R/read_abs.R @@ -1,4 +1,6 @@ #' Download, extract, and tidy ABS time series spreadsheets +#' @description +#' `r lifecycle::badge("stable")` #' #' \code{read_abs()} downloads ABS time series spreadsheets, #' then extracts the data from those spreadsheets, @@ -106,7 +108,7 @@ #' \dontrun{ #' cpi <- read_abs_series(c("A2325806K", "A2325807L")) #' } -#' + #' @importFrom purrr walk walk2 map map_dfr map2 #' @importFrom dplyr group_by filter #' @name read_abs diff --git a/R/search_catalogues.R b/R/search_catalogues.R index 1295be3..ec874b8 100644 --- a/R/search_catalogues.R +++ b/R/search_catalogues.R @@ -1,4 +1,7 @@ #' Search for ABS catalogues that match a string +#' @description +#' `r lifecycle::badge("experimental")` +#' Helper function to use with `download_abs_data_cube()`. #' #' `download_abs_data_cube()` requires that you specify a `catalogue`. #' `search_catalogues()` helps you find the catalogue you want, by searching for diff --git a/R/show_available_catalogues.r b/R/show_available_catalogues.r index b2d339f..8a27aa2 100644 --- a/R/show_available_catalogues.r +++ b/R/show_available_catalogues.r @@ -1,4 +1,6 @@ #' Helper function for \code{download_abs_data_cube} to show the available catalogues. +#' @description +#' `r lifecycle::badge("experimental")` #' #' This function lists the possible catalogues that are available on the ABS website. #' These catalogues must be specified as a string as an argument to \code{download_abs_data_cube}. @@ -13,7 +15,6 @@ #' @importFrom rlang .data #' #' @return a character vector of catalogues. -#' #' @export #' @family data cube functions show_available_catalogues <- function(selected_heading = NULL, refresh = FALSE) { diff --git a/R/show_available_files.r b/R/show_available_files.r index b283c2b..d4c2e4f 100644 --- a/R/show_available_files.r +++ b/R/show_available_files.r @@ -1,6 +1,8 @@ #' Helper function to show the files available in a particular catalogue number. #' -#' To be used in conjunction with \code{get_abs_data_cube()}. +#' @description +#' `r lifecycle::badge("experimental")` +#' To be used in conjunction with \code{download_abs_data_cube()}. #' #' This function lists the possible files that are available in a catalogue. #' The filename (or an unambiguous part of the filename) must be specified diff --git a/README.Rmd b/README.Rmd index be7c0af..6ae1f99 100644 --- a/README.Rmd +++ b/README.Rmd @@ -26,10 +26,11 @@ version <- gsub("-", ".", version) ## Overview + {readabs} helps you easily download, import, and tidy data from the Australian Bureau of Statistics within R. This saves you time manually downloading and tediously tidying data and allows you to spend more time on your analysis. -## Installation +## Installing {readabs} Install the latest CRAN version of {readabs} with: @@ -44,29 +45,26 @@ You can install the development version of {readabs} from GitHub with: devtools::install_github("mattcowgill/readabs") ``` -## Usage +## Using {readabs} -The main function in {readabs} is `read_abs()`, which downloads, imports, and tidies time series data from the ABS website. **Note that `read_abs()` only works with spreadsheets in the standard ABS time series format.** +The ABS releases data in many different formats, through many different dissemination channels. -There are some other functions you may find useful. +The {readabs} contains functions for working with three different types of ABS data: -* `read_abs_local()` imports and tidies time series data from ABS spreadsheets stored on a local drive. Thanks to Hugh Parsonage for contributing to this functionality. -* `separate_series()` splits the `series` column of a tidied ABS time series spreadsheet into multiple columns, reducing the manual wrangling that's needed to work with the data. Thanks to David Diviny for writing this function. -* `download_abs_data_cube()` downloads a data cube (ie. non-time series spreadsheet) from the ABS website. Thanks to David Diviny for writing this function. -* `read_cpi()` imports the Consumer Price Index numbers as a two-column tibble: `date` and `cpi`. This is useful for joining to other series to adjust data for changes in consumer prices. -* `read_payrolls()` downloads, imports, and tidies tables from the ABS Weekly Payroll Jobs dataset. -* `read_awe()` returns a long time series of Average Weekly Earnings data. -* `read_job_mobility()` downloads, imports and tidies tables from the ABS Job Mobility dataset. + - `read_abs()` and related functions downloads, imports, and tidies ABS time series data. + - `download_abs_data_cube()` and related functions find and download ABS data cubes, which + are spreadsheets on the ABS website that are not in the standard time series format. + - `read_api()` and related functions find, filter, and import data from the [ABS.Stat](https://explore.data.abs.gov.au) API. -## Download, import, and tidy ABS time series data -To download all the time series data from an ABS catalogue number to your disk, and import the data to R as a single tidy data frame, use `read_abs()`. +### ABS time series data + +A key function in {readabs} is `read_abs()`, which downloads, imports, and tidies time series data from the ABS website. **Note that `read_abs()` only works with spreadsheets in the standard ABS time series format.** First we'll load {readabs} and the {tidyverse}: ```{r load-packages, results=FALSE, warning=FALSE} library(readabs) library(tidyverse) -library(readxl) ``` Now we'll create one data frame that contains all the time series data from the Wage Price Index, catalogue number 6345.0: @@ -95,7 +93,6 @@ all_wpi %>% labs(y = "Annual wage growth (per cent)") ``` - In the example above we downloaded all the time series from a catalogue number. This will often be overkill. If you know the data you need is in a particular table, you can just get that table like this: ```{r wpi1} @@ -108,37 +105,62 @@ If you want multiple tables, but not the whole catalogue, that's easy too: wpi_t1_t5 <- read_abs("6345.0", tables = c("1", "5a")) ``` -In most cases, the `series` column will contain multiple components, separated by ';'. The `separate_series()` function can help wrangling this column. - For more examples, please see the vignette on working with time series data (run `browseVignettes("readabs")`). -## Download ABS data cubes +Some other functions that may come in handy when working with ABS time series data: + +* `read_abs_local()` imports and tidies time series data from ABS spreadsheets stored on a local drive. Thanks to Hugh Parsonage for contributing to this functionality. +* `separate_series()` splits the `series` column of a tidied ABS time series spreadsheet into multiple columns, reducing the manual wrangling that's needed to work with the data. Thanks to David Diviny for writing this function. + +#### Convenience functions for loading time series data +There are several functions that load specific ABS time series data: + +* `read_cpi()` imports the Consumer Price Index numbers as a two-column tibble: `date` and `cpi`. This is useful for joining to other series to adjust data for changes in consumer prices. +* `read_awe()` returns a long time series of Average Weekly Earnings data. +* `read_job_mobility()` downloads, imports and tidies tables from the ABS Job Mobility dataset. + +### ABS data cubes The ABS (generally) releases time series data in a standard format, which allows `read_abs()` to download, import and tidy it (see above). But not all ABS data is time series data - the ABS also releases data as 'data cubes'. These are all formatted in their own, unique way. -Unfortunately, because data cubes are all formatted in their own way, there is no one function that can import tidy data cubes for you in the same way that `read_abs()` works with all time series. But `{readabs}` still has functions that can help. +Unfortunately, because data cubes are all formatted in their own way, there is no one function that can import tidy data cubes for you in the same way that `read_abs()` works with all time series. But `{readabs}` still has functions that can help. Thanks to David Diviny for writing these functions. + +The `download_abs_data_cube()` function can download an ABS data cube for you. It works with any data cube on the ABS website. To use this function, we need two things: a `catalogue_string` (the short name of the release) and `cube`, a (unique fragment of) the filename within the catalogue you wish to download. + +For example, let's say you wanted to download table 4 from _Weekly Payroll Jobs and Wages in Australia_. We can find the catalogue name like this: + +```{r cat-name} +search_catalogues("payroll") +``` + +Now we know that the string `"weekly-payroll-jobs-and-wages-australia"` is the `catalogue_string` for this release. We can now see what files are available to download from this catalogue: -### Doing it manually -The `download_abs_data_cube()` function can download an ABS data cube for you. It works with any data cube on the ABS website. +```{r files} +show_available_files("weekly-payroll-jobs-and-wages-australia") +``` + +We want Table 4, which has the filename `6160055001_DO004.xlsx`. -For example, let's say you wanted to download table 4 from _Weekly Payroll Jobs and Wages in Australia_. This code would do the trick: +We can download the file as follows: ```{r download-data-cube} payrolls_t4_path <- download_abs_data_cube("weekly-payroll-jobs-and-wages-australia", "004") payrolls_t4_path ``` + The `download_abs_data_cube()` function downloads the file and returns the full file path to the saved file. You can then pipe that in to another function: ```{r} payrolls_t4_path %>% - read_excel( + readxl::read_excel( sheet = "Payroll jobs index", skip = 5 ) ``` -### Using convenience functions for select data cubes + +#### Convenience functions for data cubes 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: @@ -153,6 +175,45 @@ read_lfs_grossflows() ``` +### Finding and loading data from the ABS.Stat API + +The ABS has created a new site to access its data, called the ABS Data Explorer, also known as ABS.Stat. As at early 2023, this site is in Beta mode. The site provides an API. + +The {readabs} package includes functions to query the ABS.Stat API. Thank you to Kinto Behr for writing these functions. The functions are: + +* `read_api_dataflows()` lists available dataflows (roughly equivalent to 'tables') +* `read_api_datastructure()` lists variables within a particular dataflow and the levels of those variables, which you can use to filter the data server-side in an API query +* `read_api()` downloads data from the ABS.Stat API. + +Let's list available dataflows: +```{r} +flows <- read_api_dataflows() +``` + +Say from this I am interested in the first dataflow, the projected population of +Aboriginal and Torres Strait Islander Australians. The id for this dataflow is +`"ABORIGINAL_POP_PROJ"`, which I can use to download the data. + +In this case, I could download the entire dataflow with: +```{r all-aboriginal-pop} +read_api("ABORIGINAL_POP_PROJ") +``` + +Let's say I'm only interested in the population projections for males, not females or all persons. In that case, I can filter the data on the ABS server before downloading my query. I can use `read_api_datastructure()` to help with this. + + +```{r datastructure} +read_api_datastructure("ABORIGINAL_POP_PROJ") +``` + +From this, I can see that there's a variable (`var`) called `sex_abs`, which can take the value `1`, `2`, or `3`, corresponding to `Males`, `Females` and `Persons`. If I only want to data for Males, I can obtain this by supplying a datakey: + +```{r} +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. + ## 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 834428d..c649cbe 100644 --- a/README.md +++ b/README.md @@ -22,7 +22,7 @@ Australian Bureau of Statistics within R. This saves you time manually downloading and tediously tidying data and allows you to spend more time on your analysis. -## Installation +## Installing {readabs} Install the latest CRAN version of {readabs} with: @@ -38,41 +38,29 @@ You can install the development version of {readabs} from GitHub with: devtools::install_github("mattcowgill/readabs") ``` -## Usage +## Using {readabs} -The main function in {readabs} is `read_abs()`, which downloads, -imports, and tidies time series data from the ABS website. **Note that +The ABS releases data in many different formats, through many different +dissemination channels. + +The {readabs} contains functions for working with three different types +of ABS data: + +- `read_abs()` and related functions downloads, imports, and tidies ABS + time series data. +- `download_abs_data_cube()` and related functions find and download ABS + data cubes, which are spreadsheets on the ABS website that are not in + the standard time series format. +- `read_api()` and related functions find, filter, and import data from + the [ABS.Stat](https://explore.data.abs.gov.au) API. + +### ABS time series data + +A key function in {readabs} is `read_abs()`, which downloads, imports, +and tidies time series data from the ABS website. **Note that `read_abs()` only works with spreadsheets in the standard ABS time series format.** -There are some other functions you may find useful. - -- `read_abs_local()` imports and tidies time series data from ABS - spreadsheets stored on a local drive. Thanks to Hugh Parsonage for - contributing to this functionality. -- `separate_series()` splits the `series` column of a tidied ABS time - series spreadsheet into multiple columns, reducing the manual - wrangling that’s needed to work with the data. Thanks to David - Diviny for writing this function. -- `download_abs_data_cube()` downloads a data cube (ie. non-time - series spreadsheet) from the ABS website. Thanks to David Diviny for - writing this function. -- `read_cpi()` imports the Consumer Price Index numbers as a - two-column tibble: `date` and `cpi`. This is useful for joining to - other series to adjust data for changes in consumer prices. -- `read_payrolls()` downloads, imports, and tidies tables from the ABS - Weekly Payroll Jobs dataset. -- `read_awe()` returns a long time series of Average Weekly Earnings - data. -- `read_job_mobility()` downloads, imports and tidies tables from the - ABS Job Mobility dataset. - -## Download, import, and tidy ABS time series data - -To download all the time series data from an ABS catalogue number to -your disk, and import the data to R as a single tidy data frame, use -`read_abs()`. - First we’ll load {readabs} and the {tidyverse}: ``` r @@ -81,17 +69,16 @@ library(readabs) #> You can set 'R_READABS_PATH' at any time. To set it for the rest of this session, use #> Sys.setenv(R_READABS_PATH = ) library(tidyverse) -#> ── Attaching packages -#> ─────────────────────────────────────── -#> tidyverse 1.3.2 ── -#> ✔ ggplot2 3.3.6 ✔ purrr 0.3.4 -#> ✔ tibble 3.1.8 ✔ dplyr 1.0.9 -#> ✔ tidyr 1.2.0 ✔ stringr 1.4.0 -#> ✔ readr 2.1.2 ✔ forcats 0.5.1 +#> ── Attaching core tidyverse packages ─────────────────── tidyverse 1.3.2.9000 ── +#> ✔ dplyr 1.1.0 ✔ readr 2.1.3 +#> ✔ forcats 1.0.0 ✔ stringr 1.5.0 +#> ✔ ggplot2 3.4.0.9000 ✔ tibble 3.1.8 +#> ✔ lubridate 1.9.1 ✔ tidyr 1.3.0 +#> ✔ purrr 1.0.1 #> ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ── #> ✖ dplyr::filter() masks stats::filter() #> ✖ dplyr::lag() masks stats::lag() -library(readxl) +#> ℹ Use the ]8;;http://conflicted.r-lib.org/conflicted package]8;; to force all conflicts to become errors ``` Now we’ll create one data frame that contains all the time series data @@ -101,23 +88,6 @@ from the Wage Price Index, catalogue number 6345.0: all_wpi <- read_abs("6345.0") #> Finding URLs for tables corresponding to ABS catalogue 6345.0 #> Attempting to download files from catalogue 6345.0, Wage Price Index, Australia -#> Downloading https://www.abs.gov.au/statistics/economy/price-indexes-and-inflation/wage-price-index-australia/latest-release/634501.xlsx -#> Downloading https://www.abs.gov.au/statistics/economy/price-indexes-and-inflation/wage-price-index-australia/latest-release/634502a.xlsx -#> Downloading https://www.abs.gov.au/statistics/economy/price-indexes-and-inflation/wage-price-index-australia/latest-release/634502b.xlsx -#> Downloading https://www.abs.gov.au/statistics/economy/price-indexes-and-inflation/wage-price-index-australia/latest-release/634503a.xlsx -#> Downloading https://www.abs.gov.au/statistics/economy/price-indexes-and-inflation/wage-price-index-australia/latest-release/634503b.xlsx -#> Downloading https://www.abs.gov.au/statistics/economy/price-indexes-and-inflation/wage-price-index-australia/latest-release/634504a.xlsx -#> Downloading https://www.abs.gov.au/statistics/economy/price-indexes-and-inflation/wage-price-index-australia/latest-release/634504b.xlsx -#> Downloading https://www.abs.gov.au/statistics/economy/price-indexes-and-inflation/wage-price-index-australia/latest-release/634505a.xlsx -#> Downloading https://www.abs.gov.au/statistics/economy/price-indexes-and-inflation/wage-price-index-australia/latest-release/634505b.xlsx -#> Downloading https://www.abs.gov.au/statistics/economy/price-indexes-and-inflation/wage-price-index-australia/latest-release/634507a.xlsx -#> Downloading https://www.abs.gov.au/statistics/economy/price-indexes-and-inflation/wage-price-index-australia/latest-release/634507b.xlsx -#> Downloading https://www.abs.gov.au/statistics/economy/price-indexes-and-inflation/wage-price-index-australia/latest-release/634508a.xlsx -#> Downloading https://www.abs.gov.au/statistics/economy/price-indexes-and-inflation/wage-price-index-australia/latest-release/634508b.xlsx -#> Downloading https://www.abs.gov.au/statistics/economy/price-indexes-and-inflation/wage-price-index-australia/latest-release/634509a.xlsx -#> Downloading https://www.abs.gov.au/statistics/economy/price-indexes-and-inflation/wage-price-index-australia/latest-release/634509b.xlsx -#> Downloading https://www.abs.gov.au/statistics/economy/price-indexes-and-inflation/wage-price-index-australia/latest-release/63450table2ato9a.xlsx -#> Downloading https://www.abs.gov.au/statistics/economy/price-indexes-and-inflation/wage-price-index-australia/latest-release/63450table2bto9b.xlsx #> Extracting data from downloaded spreadsheets #> Tidying data from imported ABS spreadsheets ``` @@ -126,27 +96,29 @@ This is what it looks like: ``` r str(all_wpi) -#> tibble [63,950 × 12] (S3: tbl_df/tbl/data.frame) -#> $ table_no : chr [1:63950] "634501" "634501" "634501" "634501" ... -#> $ sheet_no : chr [1:63950] "Data1" "Data1" "Data1" "Data1" ... -#> $ table_title : chr [1:63950] "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[1:63950], format: "1997-09-01" "1997-09-01" ... -#> $ series : chr [1:63950] "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 [1:63950] 67.4 64.7 66.7 67.3 64.8 66.6 67.3 64.8 66.7 NA ... -#> $ series_type : chr [1:63950] "Original" "Original" "Original" "Seasonally Adjusted" ... -#> $ data_type : chr [1:63950] "INDEX" "INDEX" "INDEX" "INDEX" ... -#> $ collection_month: chr [1:63950] "3" "3" "3" "3" ... -#> $ frequency : chr [1:63950] "Quarter" "Quarter" "Quarter" "Quarter" ... -#> $ series_id : chr [1:63950] "A2603039T" "A2603989W" "A2603609J" "A2713846W" ... -#> $ unit : chr [1:63950] "Index Numbers" "Index Numbers" "Index Numbers" "Index Numbers" ... +#> tibble [64,493 × 12] (S3: tbl_df/tbl/data.frame) +#> $ table_no : chr [1:64493] "634501" "634501" "634501" "634501" ... +#> $ sheet_no : chr [1:64493] "Data1" "Data1" "Data1" "Data1" ... +#> $ table_title : chr [1:64493] "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[1:64493], format: "1997-09-01" "1997-09-01" ... +#> $ series : chr [1:64493] "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 [1:64493] 67.4 64.7 66.7 67.3 64.8 66.6 67.3 64.8 66.7 NA ... +#> $ series_type : chr [1:64493] "Original" "Original" "Original" "Seasonally Adjusted" ... +#> $ data_type : chr [1:64493] "INDEX" "INDEX" "INDEX" "INDEX" ... +#> $ collection_month: chr [1:64493] "3" "3" "3" "3" ... +#> $ frequency : chr [1:64493] "Quarter" "Quarter" "Quarter" "Quarter" ... +#> $ series_id : chr [1:64493] "A2603039T" "A2603989W" "A2603609J" "A2713846W" ... +#> $ unit : chr [1:64493] "Index Numbers" "Index Numbers" "Index Numbers" "Index Numbers" ... ``` It only takes you a few lines of code to make a graph from your data: ``` r all_wpi %>% - filter(series == "Percentage Change From Corresponding Quarter of Previous Year ; Australia ; Total hourly rates of pay excluding bonuses ; Private and Public ; All industries ;", - !is.na(value)) %>% + filter( + series == "Percentage Change From Corresponding Quarter of Previous Year ; Australia ; Total hourly rates of pay excluding bonuses ; Private and Public ; All industries ;", + !is.na(value) + ) %>% ggplot(aes(x = date, y = value, col = series_type)) + geom_line() + theme_minimal() + @@ -161,8 +133,8 @@ a particular table, you can just get that table like this: ``` r wpi_t1 <- read_abs("6345.0", tables = 1) -#> Warning in read_abs("6345.0", tables = 1): `tables` was providedyet `check_local -#> = TRUE` and fst files are available so `tables` will be ignored. +#> Warning in read_abs("6345.0", tables = 1): `tables` was providedyet +#> `check_local = TRUE` and fst files are available so `tables` will be ignored. ``` If you want multiple tables, but not the whole catalogue, that’s easy @@ -174,14 +146,33 @@ wpi_t1_t5 <- read_abs("6345.0", tables = c("1", "5a")) #> `check_local = TRUE` and fst files are available so `tables` will be ignored. ``` -In most cases, the `series` column will contain multiple components, -separated by ‘;’. The `separate_series()` function can help wrangling -this column. - For more examples, please see the vignette on working with time series data (run `browseVignettes("readabs")`). -## Download ABS data cubes +Some other functions that may come in handy when working with ABS time +series data: + +- `read_abs_local()` imports and tidies time series data from ABS + spreadsheets stored on a local drive. Thanks to Hugh Parsonage for + contributing to this functionality. +- `separate_series()` splits the `series` column of a tidied ABS time + series spreadsheet into multiple columns, reducing the manual + wrangling that’s needed to work with the data. Thanks to David Diviny + for writing this function. + +#### Convenience functions for loading time series data + +There are several functions that load specific ABS time series data: + +- `read_cpi()` imports the Consumer Price Index numbers as a two-column + tibble: `date` and `cpi`. This is useful for joining to other series + to adjust data for changes in consumer prices. +- `read_awe()` returns a long time series of Average Weekly Earnings + data. +- `read_job_mobility()` downloads, imports and tidies tables from the + ABS Job Mobility dataset. + +### ABS data cubes The ABS (generally) releases time series data in a standard format, which allows `read_abs()` to download, import and tidy it (see above). @@ -191,22 +182,57 @@ But not all ABS data is time series data - the ABS also releases data as Unfortunately, because data cubes are all formatted in their own way, there is no one function that can import tidy data cubes for you in the same way that `read_abs()` works with all time series. But `{readabs}` -still has functions that can help. - -### Doing it manually +still has functions that can help. Thanks to David Diviny for writing +these functions. The `download_abs_data_cube()` function can download an ABS data cube -for you. It works with any data cube on the ABS website. +for you. It works with any data cube on the ABS website. To use this +function, we need two things: a `catalogue_string` (the short name of +the release) and `cube`, a (unique fragment of) the filename within the +catalogue you wish to download. For example, let’s say you wanted to download table 4 from *Weekly -Payroll Jobs and Wages in Australia*. This code would do the trick: +Payroll Jobs and Wages in Australia*. We can find the catalogue name +like this: + +``` r +search_catalogues("payroll") +#> # A tibble: 2 × 4 +#> heading sub_heading catalogue url +#> +#> 1 Jobs Weekly Payroll Jobs and Wages in Australia weekly-payr… http… +#> 2 Jobs Weekly Payroll Jobs and Wages in Australia, Interim weekly-payr… http… +``` + +Now we know that the string `"weekly-payroll-jobs-and-wages-australia"` +is the `catalogue_string` for this release. We can now see what files +are available to download from this catalogue: + +``` r +show_available_files("weekly-payroll-jobs-and-wages-australia") +#> # A tibble: 8 × 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… +``` + +We want Table 4, which has the filename `6160055001_DO004.xlsx`. + +We can download the file as follows: ``` r payrolls_t4_path <- download_abs_data_cube("weekly-payroll-jobs-and-wages-australia", "004") -#> File downloaded in /var/folders/4v/f518hjbj00b64c7j75n4k_jc0000gq/T//RtmpnCJ2he/6160055001_DO004.xlsx +#> File downloaded in /var/folders/4v/f518hjbj00b64c7j75n4k_jc0000gq/T//RtmpPpukIE/6160055001_DO004.xlsx payrolls_t4_path -#> [1] "/var/folders/4v/f518hjbj00b64c7j75n4k_jc0000gq/T//RtmpnCJ2he/6160055001_DO004.xlsx" +#> [1] "/var/folders/4v/f518hjbj00b64c7j75n4k_jc0000gq/T//RtmpPpukIE/6160055001_DO004.xlsx" ``` The `download_abs_data_cube()` function downloads the file and returns @@ -215,32 +241,33 @@ another function: ``` r payrolls_t4_path %>% - read_excel(sheet = "Payroll jobs index", - skip = 5) -#> # A tibble: 4,322 × 137 + readxl::read_excel( + sheet = "Payroll jobs index", + skip = 5 + ) +#> # A tibble: 4,322 × 154 #> State…¹ Indus…² Sex Age g…³ `43834` `43841` `43848` `43855` `43862` `43869` #> -#> 1 0. Aus… 0. All… 0. P… 0. All… 92.74 95.17 96.71 97.53 98.05 98.66 -#> 2 0. Aus… 0. All… 0. P… 1. 15-… 92.38 95.02 97.22 98.99 98.54 100.06 -#> 3 0. Aus… 0. All… 0. P… 2. 20-… 92.47 95.28 97.27 98.06 98.17 98.62 -#> 4 0. Aus… 0. All… 0. P… 3. 30-… 93.28 95.64 97.02 97.68 98.16 98.62 -#> 5 0. Aus… 0. All… 0. P… 4. 40-… 93.05 95.26 96.58 97.36 98 98.64 -#> 6 0. Aus… 0. All… 0. P… 5. 50-… 92.99 95.29 96.65 97.41 98.12 98.7 -#> 7 0. Aus… 0. All… 0. P… 6. 60-… 91.32 93.54 94.82 95.67 97.27 98 -#> 8 0. Aus… 0. All… 0. P… 7. 70 … 87.68 90.03 91.29 92.62 95.63 96.82 -#> 9 0. Aus… 0. All… 1. M… 0. All… 92.61 95.63 97.38 98.1 98.41 98.83 -#> 10 0. Aus… 0. All… 1. M… 1. 15-… 91.42 94.92 97.16 98.92 98.35 99.92 -#> # … with 4,312 more rows, 127 more variables: `43876` , `43883` , +#> 1 0. Aus… 0. All… 0. P… 0. All… 92.77 95.19 96.73 97.56 98.09 98.7 +#> 2 0. Aus… 0. All… 0. P… 1. 15-… 92.34 94.99 97.17 98.95 98.53 100.06 +#> 3 0. Aus… 0. All… 0. P… 2. 20-… 92.49 95.29 97.27 98.07 98.2 98.65 +#> 4 0. Aus… 0. All… 0. P… 3. 30-… 93.32 95.67 97.04 97.71 98.2 98.67 +#> 5 0. Aus… 0. All… 0. P… 4. 40-… 93.09 95.3 96.62 97.4 98.05 98.7 +#> 6 0. Aus… 0. All… 0. P… 5. 50-… 93.03 95.33 96.69 97.45 98.17 98.76 +#> 7 0. Aus… 0. All… 0. P… 6. 60-… 91.36 93.58 94.86 95.72 97.31 98.05 +#> 8 0. Aus… 0. All… 0. P… 7. 70 … 87.75 90.1 91.34 92.67 95.68 96.88 +#> 9 0. Aus… 0. All… 1. M… 0. All… 92.64 95.65 97.39 98.12 98.44 98.87 +#> 10 0. Aus… 0. All… 1. M… 1. 15-… 91.43 94.94 97.17 98.93 98.37 99.94 +#> # … with 4,312 more rows, 144 more variables: `43876` , `43883` , #> # `43890` , `43897` , `43904` , `43911` , `43918` , #> # `43925` , `43932` , `43939` , `43946` , `43953` , #> # `43960` , `43967` , `43974` , `43981` , `43988` , #> # `43995` , `44002` , `44009` , `44016` , `44023` , #> # `44030` , `44037` , `44044` , `44051` , `44058` , #> # `44065` , `44072` , `44079` , `44086` , … -#> # ℹ Use `print(n = ...)` to see more rows, and `colnames()` to see all variable names ``` -### Using convenience functions for select data cubes +#### Convenience functions for data cubes 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 @@ -249,22 +276,21 @@ data for you: ``` r read_payrolls() -#> File downloaded in /var/folders/4v/f518hjbj00b64c7j75n4k_jc0000gq/T//RtmpnCJ2he/6160055001_DO004.xlsx -#> # A tibble: 114,646 × 7 +#> File downloaded in /var/folders/4v/f518hjbj00b64c7j75n4k_jc0000gq/T//RtmpPpukIE/6160055001_DO004.xlsx +#> # A tibble: 129,300 × 7 #> state industry sex age date value series #> -#> 1 Australia All industries Persons All ages 2020-01-04 92.7 jobs +#> 1 Australia All industries Persons All ages 2020-01-04 92.8 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 98.0 jobs +#> 4 Australia All industries Persons All ages 2020-01-25 97.6 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 99.1 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 -#> # … with 114,636 more rows -#> # ℹ Use `print(n = ...)` to see more rows +#> # … with 129,290 more rows ``` There is also a convenience function available for data cube GM1 from @@ -272,25 +298,125 @@ the monthly Labour Force data, which contains labour force gross flows: ``` r read_lfs_grossflows() -#> File downloaded in /var/folders/4v/f518hjbj00b64c7j75n4k_jc0000gq/T//RtmpnCJ2he/GM1.xlsx -#> # A tibble: 1,033,258 × 9 +#> File downloaded in /var/folders/4v/f518hjbj00b64c7j75n4k_jc0000gq/T//RtmpPpukIE/GM1.xlsx +#> # A tibble: 1,032,009 × 9 #> date sex age state lfs_c…¹ lfs_p…² persons unit weights #> -#> 1 2002-07-01 Males 15-19 years New South… Employ… Employ… 32.8 000s curren… -#> 2 2002-07-01 Males 15-19 years New South… Employ… Employ… 2.97 000s curren… -#> 3 2002-07-01 Males 15-19 years New South… Employ… Unempl… 0.644 000s curren… -#> 4 2002-07-01 Males 15-19 years New South… Employ… Not in… 0.330 000s curren… -#> 5 2002-07-01 Males 15-19 years New South… Employ… Unmatc… 2.26 000s curren… -#> 6 2002-07-01 Males 15-19 years New South… Employ… Incomi… 4.82 000s curren… -#> 7 2002-07-01 Males 15-19 years New South… Employ… Employ… 3.21 000s curren… -#> 8 2002-07-01 Males 15-19 years New South… Employ… Employ… 37.3 000s curren… -#> 9 2002-07-01 Males 15-19 years New South… Employ… Unempl… 2.61 000s curren… -#> 10 2002-07-01 Males 15-19 years New South… Employ… Not in… 4.25 000s curren… -#> # … with 1,033,248 more rows, and abbreviated variable names ¹​lfs_current, +#> 1 2003-01-01 Males 15-19 years New South… Employ… Employ… 34.4 000s curren… +#> 2 2003-01-01 Males 15-19 years New South… Employ… Employ… 4.36 000s curren… +#> 3 2003-01-01 Males 15-19 years New South… Employ… Unempl… 0.298 000s curren… +#> 4 2003-01-01 Males 15-19 years New South… Employ… Not in… 3.37 000s curren… +#> 5 2003-01-01 Males 15-19 years New South… Employ… Unmatc… 3.36 000s curren… +#> 6 2003-01-01 Males 15-19 years New South… Employ… Incomi… 3.52 000s curren… +#> 7 2003-01-01 Males 15-19 years New South… Employ… Employ… 3.68 000s curren… +#> 8 2003-01-01 Males 15-19 years New South… Employ… Employ… 37.5 000s curren… +#> 9 2003-01-01 Males 15-19 years New South… Employ… Unempl… 3.20 000s curren… +#> 10 2003-01-01 Males 15-19 years New South… Employ… Not in… 4.76 000s curren… +#> # … with 1,031,999 more rows, and abbreviated variable names ¹​lfs_current, #> # ²​lfs_previous -#> # ℹ Use `print(n = ...)` to see more rows ``` +### Finding and loading data from the ABS.Stat API + +The ABS has created a new site to access its data, called the ABS Data +Explorer, also known as ABS.Stat. As at early 2023, this site is in Beta +mode. The site provides an API. + +The {readabs} package includes functions to query the ABS.Stat API. +Thank you to Kinto Behr for writing these functions. The functions are: + +- `read_api_dataflows()` lists available dataflows (roughly equivalent + to ‘tables’) +- `read_api_datastructure()` lists variables within a particular + dataflow and the levels of those variables, which you can use to + filter the data server-side in an API query +- `read_api()` downloads data from the ABS.Stat API. + +Let’s list available dataflows: + +``` r +flows <- read_api_dataflows() +``` + +Say from this I am interested in the first dataflow, the projected +population of Aboriginal and Torres Strait Islander Australians. The id +for this dataflow is `"ABORIGINAL_POP_PROJ"`, which I can use to +download the data. + +In this case, I could download the entire dataflow with: + +``` r +read_api("ABORIGINAL_POP_PROJ") +#> # A tibble: 72,144 × 11 +#> measure sex_abs age asgs_…¹ proj_…² frequ…³ time_…⁴ obs_v…⁵ +#> +#> 1 POP_PROJ [Projecte… 3 [Per… A04 [0 -… 1 [New… 3 [Ser… A [Ann… 2016 32068 +#> 2 POP_PROJ [Projecte… 3 [Per… A04 [0 -… 1 [New… 3 [Ser… A [Ann… 2017 32056 +#> 3 POP_PROJ [Projecte… 3 [Per… A04 [0 -… 1 [New… 3 [Ser… A [Ann… 2018 32180 +#> 4 POP_PROJ [Projecte… 3 [Per… A04 [0 -… 1 [New… 3 [Ser… A [Ann… 2019 32617 +#> 5 POP_PROJ [Projecte… 3 [Per… A04 [0 -… 1 [New… 3 [Ser… A [Ann… 2020 32992 +#> 6 POP_PROJ [Projecte… 3 [Per… A04 [0 -… 1 [New… 3 [Ser… A [Ann… 2021 33341 +#> 7 POP_PROJ [Projecte… 3 [Per… A04 [0 -… 1 [New… 3 [Ser… A [Ann… 2022 33933 +#> 8 POP_PROJ [Projecte… 3 [Per… A04 [0 -… 1 [New… 3 [Ser… A [Ann… 2023 34496 +#> 9 POP_PROJ [Projecte… 3 [Per… A04 [0 -… 1 [New… 3 [Ser… A [Ann… 2024 35027 +#> 10 POP_PROJ [Projecte… 3 [Per… A04 [0 -… 1 [New… 3 [Ser… A [Ann… 2025 35523 +#> # … with 72,134 more rows, 3 more variables: unit_measure , +#> # obs_status , obs_comment , and abbreviated variable names +#> # ¹​asgs_2011, ²​proj_series, ³​frequency, ⁴​time_period, ⁵​obs_value +``` + +Let’s say I’m only interested in the population projections for males, +not females or all persons. In that case, I can filter the data on the +ABS server before downloading my query. I can use +`read_api_datastructure()` to help with this. + +``` r +read_api_datastructure("ABORIGINAL_POP_PROJ") +#> # A tibble: 332 × 6 +#> role var position desc code label +#> +#> 1 dimension measure 1 Measure POP_PROJ Projected population +#> 2 dimension sex_abs 2 Sex 1 Males +#> 3 dimension sex_abs 2 Sex 2 Females +#> 4 dimension sex_abs 2 Sex 3 Persons +#> 5 dimension age 3 Age 0 0 +#> 6 dimension age 3 Age 0014 0 - 14 +#> 7 dimension age 3 Age 0015 0 - 15 +#> 8 dimension age 3 Age 0104 1 - 4 +#> 9 dimension age 3 Age 0514 5 - 14 +#> 10 dimension age 3 Age 1 1 +#> # … with 322 more rows +``` + +From this, I can see that there’s a variable (`var`) called `sex_abs`, +which can take the value `1`, `2`, or `3`, corresponding to `Males`, +`Females` and `Persons`. If I only want to data for Males, I can obtain +this by supplying a datakey: + +``` r +read_api("ABORIGINAL_POP_PROJ", datakey = list(sex_abs = 1)) +#> # A tibble: 24,048 × 11 +#> measure sex_abs age asgs_…¹ proj_…² frequ…³ time_…⁴ obs_v…⁵ +#> +#> 1 POP_PROJ [Projecte… 1 [Mal… A04 [0 -… 1 [New… 7 [Ser… A [Ann… 2016 16675 +#> 2 POP_PROJ [Projecte… 1 [Mal… A04 [0 -… 1 [New… 7 [Ser… A [Ann… 2017 16656 +#> 3 POP_PROJ [Projecte… 1 [Mal… A04 [0 -… 1 [New… 7 [Ser… A [Ann… 2018 16661 +#> 4 POP_PROJ [Projecte… 1 [Mal… A04 [0 -… 1 [New… 7 [Ser… A [Ann… 2019 16887 +#> 5 POP_PROJ [Projecte… 1 [Mal… A04 [0 -… 1 [New… 7 [Ser… A [Ann… 2020 17183 +#> 6 POP_PROJ [Projecte… 1 [Mal… A04 [0 -… 1 [New… 7 [Ser… A [Ann… 2021 17534 +#> 7 POP_PROJ [Projecte… 1 [Mal… A04 [0 -… 1 [New… 7 [Ser… A [Ann… 2022 18023 +#> 8 POP_PROJ [Projecte… 1 [Mal… A04 [0 -… 1 [New… 7 [Ser… A [Ann… 2023 18516 +#> 9 POP_PROJ [Projecte… 1 [Mal… A04 [0 -… 1 [New… 7 [Ser… A [Ann… 2024 19001 +#> 10 POP_PROJ [Projecte… 1 [Mal… A04 [0 -… 1 [New… 7 [Ser… A [Ann… 2025 19483 +#> # … with 24,038 more rows, 3 more variables: unit_measure , +#> # obs_status , obs_comment , and abbreviated variable names +#> # ¹​asgs_2011, ²​proj_series, ³​frequency, ⁴​time_period, ⁵​obs_value +``` + +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. + ## Bug reports and feedback GitHub issues containing error reports or feature requests are welcome. diff --git a/man/download_abs_data_cube.Rd b/man/download_abs_data_cube.Rd index bb32da4..2429f96 100644 --- a/man/download_abs_data_cube.Rd +++ b/man/download_abs_data_cube.Rd @@ -26,14 +26,15 @@ will be stored in a temporary directory (\code{tempdir()}). See \code{Details} below for more information.} } \description{ +\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#experimental}{\figure{lifecycle-experimental.svg}{options: alt='[Experimental]'}}}{\strong{[Experimental]}} \code{download_abs_data_cube()} downloads the latest ABS data cubes based on the catalogue name (from the website url) and cube. The function downloads the file to disk. -} -\details{ + Unlike \code{read_abs()}, this function doesn't import or tidy the data. Convenience functions are provided to import and tidy key data cubes; see \code{?read_payrolls()} and \code{?read_lfs_grossflows()}. - +} +\details{ \code{download_abs_data_cube()} downloads an Excel spreadsheet from the ABS. 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