Tidy Anomaly Detection

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Documentation for package ‘anomalize’ version 0.3.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

anomalize-package	anomalize: Tidy anomaly detection
anomalize	Detect anomalies using the tidyverse
anomalize_methods	Methods that power anomalize()
anomalize_package	anomalize: Tidy anomaly detection
clean_anomalies	Clean anomalies from anomalized data
decompose_methods	Methods that power time_decompose()
decompose_stl	Methods that power time_decompose()
decompose_twitter	Methods that power time_decompose()
gesd	Methods that power anomalize()
get_time_scale_template	Get and modify time scale template
iqr	Methods that power anomalize()
plot_anomalies	Visualize the anomalies in one or multiple time series
plot_anomaly_decomposition	Visualize the time series decomposition with anomalies shown
prep_tbl_time	Automatically create tibbletime objects from tibbles
set_time_scale_template	Get and modify time scale template
tidyverse_cran_downloads	Downloads of various "tidyverse" packages from CRAN
time_apply	Apply a function to a time series by period
time_decompose	Decompose a time series in preparation for anomaly detection
time_frequency	Generate a time series frequency from a periodicity
time_recompose	Recompose bands separating anomalies from "normal" observations
time_scale_template	Get and modify time scale template
time_trend	Generate a time series frequency from a periodicity