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holisticinfosec/SERVER-549521_Anomalies_Twitter+GESD.R

Last active June 16, 2018 18:25
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SERVER-549521 Anomalies Twitter + GESD Methods
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SERVER-549521_Anomalies_Twitter+GESD.R
# Created from Anomalize project, Matt Dancho
# https://github.com/business-science/anomalize
# Get only SERVER549521 access
SERVER549521 <- security_access_logs %>%
filter(server == "SERVER-549521") %>%
ungroup()
# Anomalize!!
SERVER549521 %>%
# Twitter + GESD
time_decompose(count, method = "twitter", trend = "4 months") %>%
anomalize(remainder, method = "gesd") %>%
time_recompose() %>%
# Anomaly Visualziation
plot_anomalies(time_recomposed = TRUE) +
labs(title = "SERVER-549521 Anomalies", subtitle = "Twitter + GESD Methods")
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