/SERVER-549521_Anomalies_Twitter+GESD.R
Last active Jun 16, 2018
SERVER-549521 Anomalies Twitter + GESD Methods
| # 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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