# Tidy Anomaly Detection

## 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