R Observatory: Metrics for tsfeatures version 1.1.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

tsfeatures

1.1.1

Time Series Feature Extraction

7packages depend

215.1Kdownloads / year

55.9%test coverage

13/13checks pass

Overview

About

Maintained by Rob HyndmanFirst published 2019-02-065 releasesCRAN page ↗GitHub ↗

Methods for extracting various features from time series data. The features provided are those from Hyndman, Wang and Laptev (2013) doi:10.1109/ICDMW.2015.104, Kang, Hyndman and Smith-Miles (2017) doi:10.1016/j.ijforecast.2016.09.004 and from Fulcher, Little and Jones (2013) doi:10.1098/rsif.2013.0048. Features include spectral entropy, autocorrelations, measures of the strength of seasonality and trend, and so on. Users can also define their own feature functions.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("tsfeatures", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("robjhyndman/tsfeatures")

Development version from robjhyndman/tsfeatures. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-tsfeatures

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-tsfeatures

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-tsfeatures

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 2.9 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.08

55.9%

Coverage · measured lines

100%

Documentation · exports

10

Dependencies · direct

Check history

OK2026-08-04
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-27
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-21
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 8 earlier snapshots

ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-13
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-05-12
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-30
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-28
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-16
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-09
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 71 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 92%
Return-value docs: 92%
References docs: 59%

Downloads

215.1K

CRAN downloads in the past year

Rank #1,030 · ~589/day · ~17.9K/mo

Releases R versions

Daily download trend is not available in this view yet.

11.1K30 days

40K90 days

215.1K1 year

Compare downloads with other packages →

Also on1.8K r2u16 autocran1.9K conda_forge70 c2d4u

Repository

GitHub ↗ robjhyndman/tsfeatures

261Stars

43Forks

2Open issues

0Open PRs

5Releases

290Commits

13Contributors

rtime-seriesfeature-extraction

290 commits · Last activity 2026-06-30 · 0% stars, 30d

Stars over time

2025-07-24 · 2582026-07-07 · 261

Repository practices

Upstream repositoryBeta

4 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/robjhyndman/tsfeatures on 2026-08-09.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Docs source (1)

README.Rmd

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

17 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.6.0

Imports (10)

fracdiff forecast purrr RcppRollstatstibble tseries urca future furrr

LinkingTo (0)

none

Suggests (8)

testthat knitr rmarkdown ggplot2 tidyr dplyr Mcomp GGally

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

7direct

17indirect

gratis seer theft timetk mlr mlr3fda mlr3forecast

Code & Tests

People & History

People (13)

Maintainer (1)

Rob Hyndman

Author, Maintainer

Authors (7)

Author, Maintainer

Author

Author

Author

Author

Author

Author

Contributors (6)

Contributor

Contributor

Contributor

Contributor

Contributor

Contributor · added in 1.1.1

Package Timeline

5 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.1.1Latest
2023-08-28 · current release · diff ↗
R
R 4.3.0 released · 2023-04-21
1.1
2022-10-09 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
1.0.2
2020-06-07 · diff ↗
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
1.0.1
2019-04-16 · diff ↗
1.0.0
2019-02-06
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2019-02-06
Total releases: 5 / 7 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.6.0
Download size: 140 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Time Series Analysis

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("tsfeatures")

Format

Hyndman, R., Ben Taieb, S., Hanqing, C., Kang, Y., Lake, D. K., Laptev, N., Montero-Manso, P., Moorman, J. R., O'Hara-Wild, M., Talagala, T., Wang, E., Yang, Y., & Zhang, B. (2023). tsfeatures: Time Series Feature Extraction (Version 1.1.1) [Computer software]. https://doi.org/10.32614/CRAN.package.tsfeatures

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for tsfeatures version 1.1.1 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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