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holisticinfosec/SERVER-549521_Anomalies_STL+IQR.R

Last active June 3, 2018 22:46
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SERVER-549521 Anomalies STL + IQR Methods
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SERVER-549521_Anomalies_STL+IQR.R
# Created from Anomalize project, Matt Dancho
# https://github.com/business-science/anomalize
SERVER549521 %>%
# STL + IQR Anomaly Detection
time_decompose(count, method = "stl", trend = "4 months") %>%
anomalize(remainder, method = "iqr") %>%
time_recompose() %>%
# Anomaly Visualization
plot_anomalies(time_recomposed = TRUE) +
labs(title = "SERVER-549521 Anomalies", subtitle = "STL + IQR Methods")
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