Data & Analysis Essentials

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A quick quiz on data basics and analysis

Creada por

Emad abdel-Rahman

Emiratos Árabes Unidos

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Froggy Jumps Data & Analysis EssentialsVersión en línea A quick quiz on data basics and analysis por Emad abdel-Rahman 1 What is the main purpose of data analysis? a To extract meaningful insights from data b To collect data faster c To encrypt data for security 2 Which diagram is best for showing distributions of a single variable? a Line chart b Pie chart c Histogram 3 What does a p-value indicate in hypothesis testing? a Probability of observing data as extreme if null is true b Probability the alternative is true c Probability data is random 4 Which measure summarizes data with a single value representing the center? a Mean b Mode (no center) c Variance 5 Which technique is used to reduce dimensionality while preserving variance? a Principal Component Analysis (PCA) b K-Means Clustering c Linear Regression 6 What does a regression model typically predict? a A continuous outcome b A categorical label c A binary decision 7 Which term describes the spread of data around the mean? a Standard deviation b Correlation c Skewness 8 Which visualization shows relationships between two numeric variables? a Scatter plot b Histogram c Bar chart 9 What is a confounding variable? a An outside factor affecting both variables of interest b A variable with no effect c A variable perfectly explained by the outcome 10 Which data quality issue refers to missing values? a Normalization b Overfitting c Missing data

Froggy Jumps

Data & Analysis EssentialsVersión en línea

A quick quiz on data basics and analysis

por Emad abdel-Rahman

What is the main purpose of data analysis?

To extract meaningful insights from data

To collect data faster

To encrypt data for security

Which diagram is best for showing distributions of a single variable?

Line chart

Pie chart

Histogram

What does a p-value indicate in hypothesis testing?

Probability of observing data as extreme if null is true

Probability the alternative is true

Probability data is random

Which measure summarizes data with a single value representing the center?

Mean

Mode (no center)

Variance

Which technique is used to reduce dimensionality while preserving variance?

Principal Component Analysis (PCA)

K-Means Clustering

Linear Regression

What does a regression model typically predict?

A continuous outcome

A categorical label

A binary decision

Which term describes the spread of data around the mean?

Standard deviation

Correlation

Skewness

Which visualization shows relationships between two numeric variables?

Scatter plot

Histogram

Bar chart

What is a confounding variable?

An outside factor affecting both variables of interest

A variable with no effect

A variable perfectly explained by the outcome

Which data quality issue refers to missing values?

Normalization

Overfitting

Missing data

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Data & Analysis Essentials

Froggy Jumps

Sobre esta actividad

Creada por

Descarga la versión para jugar en papel

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Froggy Jumps

Data & Analysis EssentialsVersión en línea

por Emad abdel-Rahman

What is the main purpose of data analysis?

Which diagram is best for showing distributions of a single variable?

What does a p-value indicate in hypothesis testing?

Which measure summarizes data with a single value representing the center?

Which technique is used to reduce dimensionality while preserving variance?

What does a regression model typically predict?

Which term describes the spread of data around the mean?

Which visualization shows relationships between two numeric variables?

What is a confounding variable?

Which data quality issue refers to missing values?

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