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:
cleanTS_0.1.2.tar.gz
cleanTS_0.1.2.zip(r-4.5)cleanTS_0.1.2.zip(r-4.4)cleanTS_0.1.2.zip(r-4.3)
cleanTS_0.1.2.tgz(r-4.4-any)cleanTS_0.1.2.tgz(r-4.3-any)
cleanTS_0.1.2.tar.gz(r-4.5-noble)cleanTS_0.1.2.tar.gz(r-4.4-noble)
cleanTS_0.1.2.tgz(r-4.4-emscripten)cleanTS_0.1.2.tgz(r-4.3-emscripten)
cleanTS.pdf |cleanTS.html✨
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
Last updated 1 years agofrom:86e506cea9. Checks:7 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Jan 23 2025 |
| R-4.5-win | OK | Jan 23 2025 |
| R-4.5-linux | OK | Jan 23 2025 |
| R-4.4-win | OK | Jan 23 2025 |
| R-4.4-mac | OK | Jan 23 2025 |
| R-4.3-win | OK | Jan 23 2025 |
| R-4.3-mac | OK | Jan 23 2025 |
Exports:anim_saveanimateanimate_intervalcleanTSgen.animationgen.reportinteract_plotmergecsvna_interpolationna_kalmanna_locfna_mana_mean
Dependencies:base64encbslibcachemclassclassIntclicolorspacecommonmarkcpp11crayoncurldata.tableDBIdigestdplyre1071fansifarverfastmapfontawesomeforecastfracdifffsgenericsgganimateggplot2ggtextgluegridtextgtablehmshtmltoolshttpuvimputeTestbenchimputeTSisobandjpegjquerylibjsonliteKernSmoothlabelinglaterlatticelifecyclelmtestlpSolvelubridatemagrittrmarkdownMASSMatrixmemoisemgcvmimemunsellnlmennetpillarpkgconfigplyrpngprettyunitsprogresspromisesproxypurrrquadprogquantmodR6rappdirsRColorBrewerRcppRcppArmadilloreshape2rlangs2sassscalessfshinysourcetoolsstinepackstringistringrtibbletidyrtidyselecttimechangetimeDatetransformrtseriesTTRtweenrunitsurcautf8vctrsviridisLitewithrwkxfunxml2xtablextszoo
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 |
