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devtools::build_readme()
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olivroy committed Oct 2, 2023
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10 changes: 6 additions & 4 deletions README.Rmd
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Expand Up @@ -13,17 +13,19 @@ knitr::opts_chunk$set(
fig.path = "man/figures/README-",
dpi = 100
)
devtools::load_all()
```


# timetk for R

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> Making time series analysis in R easier.
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<div class = "comparison">

| Task | [timetk](https://business-science.github.io/timetk/) | [tsibble](https://tsibble.tidyverts.org/index.html) | [feasts](https://feasts.tidyverts.org/index.html) | [tibbletime](https://business-science.github.io/tibbletime/) |
| Task | [timetk](https://business-science.github.io/timetk/) | [tsibble](https://tsibble.tidyverts.org/index.html) | [feasts](https://feasts.tidyverts.org/index.html) | [tibbletime (retired)](https://business-science.github.io/tibbletime/) |
|------------------------------|--------|---------|---------|-------------|
| __Structure__ | | | | |
| Data Structure | tibble (tbl) | tsibble (tbl_ts)| tsibble (tbl_ts) | tibbletime (tbl_time) |
Expand Down Expand Up @@ -160,7 +162,7 @@ The `timetk` package wouldn't be possible without other amazing time series pack
* [lubridate](https://lubridate.tidyverse.org/): `timetk` makes heavy use of `floor_date()`, `ceiling_date()`, and `duration()` for "time-based phrases".
- Add and Subtract Time (`%+time%` & `%-time%`): `"2012-01-01" %+time% "1 month 4 days"` uses `lubridate` to intelligently offset the day
* [xts](https://github.com/joshuaulrich/xts): Used to calculate periodicity and fast lag automation.
* [forecast (retired)](https://pkg.robjhyndman.com/forecast/): Possibly my favorite R package of all time. It's based on `ts`, and it's predecessor is the `tidyverts` (`fable`, `tsibble`, `feasts`, and `fabletools`).
* [forecast (retired)](https://pkg.robjhyndman.com/forecast/): Possibly my favorite R package of all time. It's based on `ts`, and its predecessor is the `tidyverts` (`fable`, `tsibble`, `feasts`, and `fabletools`).
- The `ts_impute_vec()` function for low-level vectorized imputation using STL + Linear Interpolation uses `na.interp()` under the hood.
- The `ts_clean_vec()` function for low-level vectorized imputation using STL + Linear Interpolation uses `tsclean()` under the hood.
- Box Cox transformation `auto_lambda()` uses `BoxCox.Lambda()`.
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