How To Find Seasonality Using Python

Parse Trend and Seasonality Components from a Time Series

Barrett Studdard
Towards Data Science
4 min readDec 23, 2020

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Parsing seasonality from time series data can often be useful in data analytics. It helps with analyzing seasonality for decision making as well as for more accurate forecasts. Python can be used to separate out these trend and seasonal components.

Dataset

Overview

The time series data we’ll be analyzing is the Kansas City Crime Summary — more specifically the number of Breaking & Entering…

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