https://github.com/robjhyndman/tsfeatures

Time series features

Science Score: 23.0%

This score indicates how likely this project is to be science-related based on various indicators:

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CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
○
.zenodo.json file
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DOI references
○
Academic publication links
✓
Committers with academic emails
3 of 11 committers (27.3%) from academic institutions
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Institutional organization owner
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JOSS paper metadata
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Scientific vocabulary similarity
Low similarity (14.0%) to scientific vocabulary

Keywords

feature-extraction r time-series

Keywords from Contributors

rmarkdown actuarial demography hack bruteforce

Last synced: 6 months ago · JSON representation

Repository

Time series features

Basic Info

Host: GitHub
Owner: robjhyndman
Language: R
Default Branch: master
Homepage: http://pkg.robjhyndman.com/tsfeatures
Size: 25.7 MB

Statistics

Stars: 263
Watchers: 22
Forks: 42
Open Issues: 2
Releases: 5

Topics

feature-extraction r time-series

Created over 8 years ago · Last pushed over 1 year ago

Metadata Files

Readme Changelog

README.Rmd

---
output: github_document
editor_options:
  chunk_output_type: console
---



```{r, echo = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  cache = TRUE,
  message = FALSE,
  warning = FALSE
)
```

# tsfeatures


  [![CRAN\_Status\_Badge](http://www.r-pkg.org/badges/version/tsfeatures)](https://cran.r-project.org/package=tsfeatures)
  [![Downloads](http://cranlogs.r-pkg.org/badges/tsfeatures)](https://cran.r-project.org/package=tsfeatures)
  [![Licence](https://img.shields.io/badge/licence-GPL--3-blue.svg)](https://www.gnu.org/licenses/gpl-3.0.en.html)
  [![R build status](https://github.com/robjhyndman/tsfeatures/workflows/R-CMD-check/badge.svg)](https://github.com/robjhyndman/tsfeatures/actions)


The R package *tsfeatures* provides methods for extracting various features from time series data.

## Installation

You can install the **stable** version on [R
CRAN](https://cran.r-project.org/package=tsfeatures).

``` r
install.packages('tsfeatures', dependencies = TRUE)
```

You can install the **development** version from [Github](https://github.com/robjhyndman/tsfeatures) with:

```{r gh-installation, eval = FALSE}
# install.packages("devtools")
devtools::install_github("robjhyndman/tsfeatures")
```

## Usage

```{r}
library(tsfeatures)
mylist <- list(sunspot.year, WWWusage, AirPassengers, USAccDeaths)
myfeatures <- tsfeatures(mylist)
myfeatures
```


## License

This package is free and open source software, licensed under GPL-3.

Owner

Name: Rob J Hyndman
Login: robjhyndman
Kind: user
Location: Wurundjeri country, Australia
Company: Monash University

Website: https://robjhyndman.com
Repositories: 139
Profile: https://github.com/robjhyndman

I analyse data, develop new statistical methods, and write open source software.

GitHub Events

Total

Issues event: 1
Watch event: 8
Fork event: 1

Last Year

Issues event: 1
Watch event: 8
Fork event: 1

Committers

Last synced: 10 months ago

All Time

Total Commits: 241
Total Committers: 11
Avg Commits per committer: 21.909
Development Distribution Score (DDS): 0.324

Past Year

Commits: 1
Committers: 1
Avg Commits per committer: 1.0
Development Distribution Score (DDS): 0.0

Top Committers

Name	Email	Commits
Rob J Hyndman	r**n@g**m	163
Mitchell	m**d@m**u	21
Yanfei Kang	y**g@o**m	20
Fin Yang	Y**n@g**m	20
thiyangt	t**a@m**u	8
pmont	p**m@g**m	2
Simon Müller	i**o@m**m	2
Bohan Zhang	z**n@b**n	2
Saurav Chakravorty	s**y@g**m	1
Mgoo	a**z@g**m	1
ImgBotApp	I**p@g**m	1

Committer Domains (Top 20 + Academic)

monash.edu: 2 buaa.edu.cn: 1 muon-stat.com: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 61
Total pull requests: 29
Average time to close issues: 14 days
Average time to close pull requests: 2 days
Total issue authors: 24
Total pull request authors: 10
Average comments per issue: 1.57
Average comments per pull request: 0.66
Merged pull requests: 27
Bot issues: 0
Bot pull requests: 1

Past Year

Issues: 1
Pull requests: 0
Average time to close issues: N/A
Average time to close pull requests: N/A
Issue authors: 1
Pull request authors: 0
Average comments per issue: 0.0
Average comments per pull request: 0
Merged pull requests: 0
Bot issues: 0
Bot pull requests: 0

View more stats

Top Authors

Issue Authors

jmablans (6)
robjhyndman (4)
HenrikBengtsson (2)
AngelPone (2)
cdbale (1)
quantitative-technologies (1)
saurav2608 (1)
krz (1)
jeffz-pretty (1)
sbcalaff (1)
MelanieU (1)
Deleetdk (1)
DMRoberts (1)
Jitu1701 (1)
rpanai (1)

Pull Request Authors

mitchelloharawild (5)
FinYang (5)
thiyangt (2)
sipemu (1)
imgbot[bot] (1)
AngelPone (1)
pmontman (1)
Someone894 (1)
mgoo (1)
saurav2608 (1)

Top Labels

Issue Labels

Pull Request Labels

Packages

Total packages: 2
Total downloads:
- cran 12,091 last-month
Total docker downloads: 47,143

Total dependent packages: 6
(may contain duplicates)
Total dependent repositories: 12
(may contain duplicates)
Total versions: 9
Total maintainers: 1

proxy.golang.org: github.com/robjhyndman/tsfeatures

Documentation: https://pkg.go.dev/github.com/robjhyndman/tsfeatures#section-documentation
Latest release: v1.1.1
published over 2 years ago

Versions: 4
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent packages count: 5.5%

Average: 5.6%

Dependent repos count: 5.8%

Last synced: 6 months ago

cran.r-project.org: tsfeatures

Time Series Feature Extraction

Homepage: https://pkg.robjhyndman.com/tsfeatures/
Documentation: http://cran.r-project.org/web/packages/tsfeatures/tsfeatures.pdf
License: GPL-3
Latest release: 1.1.1
published over 2 years ago

Versions: 5
Dependent Packages: 6
Dependent Repositories: 12
Downloads: 12,091 Last month
Docker Downloads: 47,143

Rankings

Downloads: 1.3%

Stargazers count: 1.8%

Forks count: 1.8%

Average: 6.8%

Dependent packages count: 7.1%

Dependent repos count: 8.3%

Docker downloads count: 20.6%

Maintainers (1)

Rob.Hyndman@monash.edu

Last synced: 6 months ago

Dependencies

DESCRIPTION cran

R >= 3.6.0 depends
RcppRoll >= 0.2.2 imports
forecast >= 8.3 imports
fracdiff * imports
furrr * imports
future * imports
purrr * imports
stats * imports
tibble * imports
tseries * imports
urca * imports
GGally * suggests
Mcomp * suggests
dplyr * suggests
ggplot2 * suggests
knitr * suggests
rmarkdown * suggests
testthat * suggests
tidyr * suggests

.github/workflows/R-CMD-check.yaml actions

actions/checkout v3 composite
r-lib/actions/check-r-package v2 composite
r-lib/actions/setup-pandoc v2 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite
r-lib/actions/setup-tinytex v2 composite

.github/workflows/pkgdown.yaml actions

JamesIves/github-pages-deploy-action v4.4.1 composite
actions/checkout v3 composite
r-lib/actions/setup-pandoc v2 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite