Package: cleanTS 0.1.2

cleanTS: Testbench for Univariate Time Series Cleaning

A reliable and efficient tool for cleaning univariate time series data. It implements reliable and efficient procedures for automating the process of cleaning univariate time series data. The package provides integration with already developed and deployed tools for missing value imputation and outlier detection. It also provides a way of visualizing large time-series data in different resolutions.

Authors:Mayur Shende [aut, cre], Neeraj Bokde [aut], Andrés E. Feijóo-Lorenzo [aut]

cleanTS_0.1.2.tar.gz
cleanTS_0.1.2.zip(r-4.7)cleanTS_0.1.2.zip(r-4.6)cleanTS_0.1.2.zip(r-4.5)
cleanTS_0.1.2.tgz(r-4.6-any)cleanTS_0.1.2.tgz(r-4.5-any)
cleanTS_0.1.2.tar.gz(r-4.7-any)cleanTS_0.1.2.tar.gz(r-4.6-any)
cleanTS_0.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
cleanTS/json (API)

# Install 'cleanTS' in R:

install.packages('cleanTS', repos = c('https://mayur1009.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/mayur1009/cleants/issues

On CRAN:

3.74 score 11 stars 3 scripts 178 downloads 13 exports 99 dependencies

Last updated from:86e506cea9. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	193
source / vignettes	OK	256
linux-release-x86_64	OK	196
macos-release-arm64	OK	225
macos-oldrel-arm64	OK	191
windows-devel	OK	131
windows-release	OK	194
windows-oldrel	OK	135
wasm-release	OK	174

Exports:anim_save animate animate_interval cleanTS gen.animation gen.report interact_plot mergecsv na_interpolation na_kalman na_locf na_ma na_mean

Dependencies:base64enc bslib cachem class classInt cli colorspace commonmark cpp11 crayon curl data.table DBI digest dplyr e1071 farver fastmap fontawesome forecast fracdiff fs generics gganimate ggplot2 ggtext glue gridtext gtable hms htmltools httpuv imputeTestbench imputeTS isoband jpeg jquerylib jsonlite KernSmooth labeling later lattice lifecycle litedown lmtest lpSolve lubridate magrittr markdown MASS memoise mime nlme nnet otel pillar pkgconfig plyr png prettyunits progress promises proxy purrr R6 rappdirs RColorBrewer Rcpp RcppArmadillo reshape2 rlang s2 S7 sass scales sf shiny sourcetools stinepack stringi stringr tibble tidyr tidyselect timechange timeDate transformr tweenr units urca utf8 vctrs viridisLite withr wk xfun xml2 xtable zoo

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Generate animated plot	animate_interval
Check input data	check_input
Clean univariate time-series data	cleanTS
Find outliers in the data	detect_outliers
Duplicate Timestamps	duplicate_timestamps
Helper function to find the time difference between two given timestamps.	find_dif
Generate animation	gen.animation
Generate a report.	gen.report
Handle missing values in the data	impute
Create interactive plot	interact_plot
Merge Multiple CSV files	mergecsv
Missing timestamps	missing_timestamps
Print a _cleanTS_ object	print.cleanTS