Understanding Trends in Data Analysis

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18 Questions

What term is used to describe a continuous decrease or increase in numbers over time?

Trend

What type of fluctuations are short in duration, erratic in nature, and follow no regular pattern?

Fad

What characteristic of a trend allows it to cross over into many industries?

Long-lived

Which term describes the ability of a trend to connect people from all over the world with one touch on a screen?

Trend

What could be a common driver of trend adoption for individuals experiencing depression due to technology?

Fads

In trend analysis, what type of line represents data values that rise or fall in a curved manner?

Exponential

What type of trend shows data values initially rising or falling, then suddenly stops?

Damped trend

In seasonal trends, fluctuations repeat over fixed periods of time and are usually caused by factors like weather and holidays. What is a key characteristic of seasonal trends?

Regular and predictable patterns

Which type of trend is characterized by fluctuations that do not repeat over fixed periods of time and are therefore unpredictable?

Cyclical trend

What is the term used for fluctuations in time series that are short in duration, erratic in nature, and follow no regularity in the occurrence pattern?

Random trend

Which trend type is represented by a straight line pointing diagonally upwards on a graph?

Linear trend

What term defines a reason for an action or condition, or something that brings about an effect or a result?

'Cause' according to Webster

What is the main driving element responsible for the widespread adoption of trends?

Social influence and timing

According to Henrik Vejlgaard, how are trends born?

A social process involving human creators

What distinguishes an Exponential Trend from a Linear Trend?

Exponential trends have non-linear curved lines while linear are straight

What role do designers, creators, and producers play in trend creation?

They contribute to creating fads that may evolve into trends

How do trends generally exist according to the text?

Through a cycle of innovation, improvement, and emulation

What plays a crucial role in people becoming obsessed with trends?

The need for uniqueness

Learn about different types of trends in data analysis, including secular trend, seasonal trend, and damped trend. Explore how each trend is characterized and how they can be identified in data.

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