- Published on October 24, 2021
- In Deep Tech
A Beginner’s Guide to Characteristics of a Time-Series
When a time series data gets collected, there is other additional information that also gets collected along with it. This important information embedded in the time-series data must be described as its characteristics.
- By Yugesh Verma
When a time series data gets collected, there is other useful and unuseful additional information that also gets collected along with it. This important information embedded in the time-series data must be described as its characteristics. It is a must to do step in time series modelling in the data preprocessing part. If these characteristics are not described and addressed properly, it may lead the model to face issues. In this article, we are going to have an introductory overview of these different important characteristics of a time series. The major points to be discussed in the article are listed below.
Table of Contents
TrendsSeasonal CyclesNon-Seasonal CyclesPulses and StepsOutliers
Trends
In any time series, the trend can be defined as the gradual upward, downwa
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Yugesh Verma
Yugesh is a graduate in automobile engineering and worked as a data analyst intern. He completed several Data Science projects. He has a strong interest in Deep Learning and writing blogs on data science and machine learning.
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