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CRAN v0.5.0 release
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DESCRIPTION

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Package: feasts
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Title: Feature Extraction and Statistics for Time Series
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Version: 0.4.2.9000
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Version: 0.5.0
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Description: Provides a collection of features, decomposition methods,
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statistical summaries and graphics functions for the analysing tidy time
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series data. The package name 'feasts' is an acronym comprising of its key

NEWS.md

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# feasts (development version)
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# feasts 0.5.0
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This release migrates graphics functionality to `{ggtime}`. The commonly used graphics functions are currently exported with a soft deprecation message. To use the `gg_*()` time series plot helper functions please include `library(ggtime)` in your code.
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README.md

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aus_production %>% gg_season(Beer)
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```
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<img src="man/figures/README-graphics-1.png" width="100%" />
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<img src="man/figures/README-graphics-1.png" alt="" width="100%" />
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``` r
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aus_production %>% gg_subseries(Beer)
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```
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<img src="man/figures/README-graphics-2.png" width="100%" />
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<img src="man/figures/README-graphics-2.png" alt="" width="100%" />
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``` r
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aus_production %>% filter(year(Quarter) > 1991) %>% gg_lag(Beer)
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```
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<img src="man/figures/README-graphics-3.png" width="100%" />
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<img src="man/figures/README-graphics-3.png" alt="" width="100%" />
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``` r
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aus_production %>% ACF(Beer) %>% autoplot()
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#> Plot variable not specified, automatically selected `.vars = acf`
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#> Don't know how to automatically pick scale for object of type <cf_lag/vctrs_vctr>. Defaulting to
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#> continuous.
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```
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<img src="man/figures/README-graphics-4.png" width="100%" />
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<img src="man/figures/README-graphics-4.png" alt="" width="100%" />
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### Decompositions
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#> 8 STL(Beer ~ season(window = Inf)) 1957 Q4 320 264. 69.0 -12.7 251.
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#> 9 STL(Beer ~ season(window = Inf)) 1958 Q1 272 266. 2.14 4.32 270.
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#> 10 STL(Beer ~ season(window = Inf)) 1958 Q2 233 266. -42.6 9.72 276.
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#> # i 208 more rows
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#> # 208 more rows
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```
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``` r
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components(dcmp) %>% autoplot()
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```
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<img src="man/figures/README-dcmp-plot-1.png" width="100%" />
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<img src="man/figures/README-dcmp-plot-1.png" alt="" width="100%" />
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### Feature extraction and statistics
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``` r
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aus_retail %>%
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features(Turnover, feat_stl)
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#> # A tibble: 152 x 11
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#> # A tibble: 152 × 11
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#> State Industry trend_strength seasonal_strength_year seasonal_peak_year seasonal_trough_year
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#> <chr> <chr> <dbl> <dbl> <dbl> <dbl>
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#> 1 Australia~ Cafes, ~ 0.989 0.562 0 10
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#> 2 Australia~ Cafes, ~ 0.993 0.629 0 10
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#> 3 Australia~ Clothin~ 0.991 0.923 9 11
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#> 4 Australia~ Clothin~ 0.993 0.957 9 11
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#> 5 Australia~ Departm~ 0.977 0.980 9 11
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#> 6 Australia~ Electri~ 0.992 0.933 9 11
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#> 7 Australia~ Food re~ 0.999 0.890 9 11
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#> 8 Australia~ Footwea~ 0.982 0.944 9 11
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#> 9 Australia~ Furnitu~ 0.981 0.687 9 1
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#> 10 Australia~ Hardwar~ 0.992 0.900 9 4
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#> # i 142 more rows
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#> # i 5 more variables: spikiness <dbl>, linearity <dbl>, curvature <dbl>, stl_e_acf1 <dbl>,
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#> 1 Australia Cafes, 0.989 0.562 0 10
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#> 2 Australia Cafes, 0.993 0.629 0 10
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#> 3 Australia Clothin 0.991 0.923 9 11
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#> 4 Australia Clothin 0.993 0.957 9 11
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#> 5 Australia Departm 0.977 0.980 9 11
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#> 6 Australia Electri 0.992 0.933 9 11
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#> 7 Australia Food re 0.999 0.890 9 11
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#> 8 Australia Footwea 0.982 0.944 9 11
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#> 9 Australia Furnitu 0.981 0.687 9 1
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#> 10 Australia Hardwar 0.992 0.900 9 4
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#> # 142 more rows
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#> # 5 more variables: spikiness <dbl>, linearity <dbl>, curvature <dbl>, stl_e_acf1 <dbl>,
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#> # stl_e_acf10 <dbl>
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```
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facet_wrap(vars(State))
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```
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<img src="man/figures/README-features-plot-1.png" width="100%" />
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<img src="man/figures/README-features-plot-1.png" alt="" width="100%" />
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Most of Australian’s retail industries are highly trended and seasonal
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for all states.
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scales = "free_y")
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```
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<img src="man/figures/README-extreme-1.png" width="100%" />
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<img src="man/figures/README-extreme-1.png" alt="" width="100%" />

cran-comments.md

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This release ensures compatibility with the upcoming ggplot2 v4.0.0 release.
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## Test environments
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* local ubuntu 24.04 install, R 4.4.1
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* ubuntu-latest (on GitHub actions), R 4.4.1, R 4.3.3, R 4.2.3
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* macOS-latest (on GitHub actions), R-devel, R 4.4.1
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* windows-latest (on GitHub actions), R 4.4.1
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* local ubuntu 24.04 install, R 4.5.2
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* ubuntu-latest (on GitHub actions), R-devel, R-release, R-oldrel-1, R-oldrel-2, R-oldrel-3, R-oldrel-4
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* macOS-latest (on GitHub actions), R-release
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* windows-latest (on GitHub actions), R-release, R-oldrel-4
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* win-builder, R-devel, R-release, R-oldrelease
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## R CMD check results

man/feasts-package.Rd

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man/figures/README-dcmp-plot-1.png

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man/figures/README-extreme-1.png

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man/figures/README-graphics-1.png

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man/figures/README-graphics-2.png

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