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.


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Reference manual

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install.packages("cleanTS")

0.1.0 by Mayur Shende, a month ago


https://github.com/Mayur1009/cleanTS


Report a bug at https://github.com/Mayur1009/cleanTS/issues


Browse source code at https://github.com/cran/cleanTS


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


Documentation:   PDF Manual  


GPL (>= 3) license


Imports anomalize, data.table, gganimate, ggplot2, ggtext, transformr, glue, imputeTestbench, imputeTS, lubridate, shiny, stringr, tibble, tibbletime

Suggests rmarkdown, gifski, timetk


See at CRAN