Identifying Anomalies

Identify anomalies in the given dataset to further understand the process.

In anomaly detection systems, we usually want to identify if we have an anomaly right now, and send an alert.

To identify if the last data point is an anomaly, we start by calculating the mean and standard deviation for each status code in the past hour:

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