Exploratory Data Analysis Quest

Froggy Jumps

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About this activity

Test your EDA intuition and viz skills.

Created by

Aish Koml

Uzbekistan

Download the paper version to play

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Froggy Jumps Exploratory Data Analysis QuestOnline version Test your EDA intuition and viz skills. by Aish Koml 1 What does a histogram primarily reveal about a dataset? a The exact mean value b The distribution of a variable c The correlation between variables 2 Which plot is most suited to identify outliers in a numeric dataset? a Boxplot b Pie chart c Line chart 3 Which measure is least affected by extreme values? a Median b Mean c Mode 4 A scatter plot helps you assess which relationship? a Between two numeric variables b Between a numeric and a categorical variable c Distribution within a single variable 5 Which visualization best shows the strength and direction of a linear relationship? a Histogram b Pie chart c Scatter plot with a trend line 6 What is a primary goal of handling missing values in EDA? a Ignore them to keep sample size b Understand their pattern and impact c Remove all data points 7 Which plot is ideal for comparing distributions across groups? a Boxplot grouped by category b Line chart over time c Area chart 8 What does a QQ plot help assess? a Normality of data b Homogeneity of variance c Sparsity of data 9 Which color mapping should be avoided for colorblind accessibility? a Red-Green gradient b Blue-Purple gradient c Monochrome grayscale 10 Which step is crucial before visualizing with seaborn/pandas? a Skip data inspection b Plot directly from raw data without checks c Inspect data types and clean anomalies

Froggy Jumps

Exploratory Data Analysis QuestOnline version

Test your EDA intuition and viz skills.

by Aish Koml

What does a histogram primarily reveal about a dataset?

The exact mean value

The distribution of a variable

The correlation between variables

Which plot is most suited to identify outliers in a numeric dataset?

Boxplot

Pie chart

Line chart

Which measure is least affected by extreme values?

Median

Mean

Mode

A scatter plot helps you assess which relationship?

Between two numeric variables

Between a numeric and a categorical variable

Distribution within a single variable

Which visualization best shows the strength and direction of a linear relationship?

Histogram

Pie chart

Scatter plot with a trend line

What is a primary goal of handling missing values in EDA?

Ignore them to keep sample size

Understand their pattern and impact

Remove all data points

Which plot is ideal for comparing distributions across groups?

Boxplot grouped by category

Line chart over time

Area chart

What does a QQ plot help assess?

Normality of data

Homogeneity of variance

Sparsity of data

Which color mapping should be avoided for colorblind accessibility?

Red-Green gradient

Blue-Purple gradient

Monochrome grayscale

Which step is crucial before visualizing with seaborn/pandas?

Skip data inspection

Plot directly from raw data without checks

Inspect data types and clean anomalies

You can integrate the game into an LMS compatible with LTI 1.1 or LTI 1.3 such as Canvas, Moodle, or Blackboard. This way, the scores will be automatically saved into the platform’s gradebook.

Exploratory Data Analysis Quest

Froggy Jumps

About this activity

Created by

Download the paper version to play

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Froggy Jumps

Exploratory Data Analysis QuestOnline version

by Aish Koml

What does a histogram primarily reveal about a dataset?

Which plot is most suited to identify outliers in a numeric dataset?

Which measure is least affected by extreme values?

A scatter plot helps you assess which relationship?

Which visualization best shows the strength and direction of a linear relationship?

What is a primary goal of handling missing values in EDA?

Which plot is ideal for comparing distributions across groups?

What does a QQ plot help assess?

Which color mapping should be avoided for colorblind accessibility?

Which step is crucial before visualizing with seaborn/pandas?

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