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What are Anomalies?

Understand how to identify anomalies in data series by calculating the mean and standard deviation. Learn to define acceptable ranges and detect values that deviate significantly using SQL queries.

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Introduction

An anomaly in a data series is a significant deviation from some reasonable value. Looking at this series of numbers. For example, which number stands out?

%0 node_1 2 node_2 3 node_3 5 node_1619513589624 2 node_1619513595993 3 node_1619513615009 12 node_1619513661159 5 node_1619513637264 3 node_1619513619402 4

The number that stands out in this ...