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butterfly  

Verification for Continually Updating Time Series Data
View on CRAN: Click here


Download and install butterfly package within the R console
Install from CRAN:
install.packages("butterfly")

Install from Github:
library("remotes")
install_github("cran/butterfly")

Install by package version:
library("remotes")
install_version("butterfly", "1.1.2")



Attach the package and use:
library("butterfly")
Maintained by
Thomas Zwagerman
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-04-12
Latest Update: 2025-04-12
Description:
Verification of continually updating time series data where we expect new values, but want to ensure previous data remains unchanged. Data previously recorded could change for a number of reasons, such as discovery of an error in model code, a change in methodology or instrument recalibration. Monitoring data sources for these changes is not always possible. Other unnoticed changes could include a jump in time or measurement frequency, due to instrument failure or software updates. Functionality is provided that can be used to check and flag changes to previous data to prevent changes going unnoticed, as well as unexpected jumps in time.
How to cite:
Thomas Zwagerman (2025). butterfly: Verification for Continually Updating Time Series Data. R package version 1.1.2, https://cran.r-project.org/web/packages/butterfly. Accessed 17 Jul. 2026.
Previous versions and publish date:
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Full butterfly package functions and examples
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