Data Analysis Essentials

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Core data analysis basics

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Animashaun Muhydeen

Nigeria

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Froggy Jumps Data Analysis EssentialsVersión en línea Core data analysis basics por Animashaun Muhydeen 1 What measure of central tendency is most affected by outliers? a Median b Mean c Mode 2 Which graph is best for showing distribution of a single variable? a Scatter plot b Histogram c Line chart 3 What does standard deviation describe in a data set? a Spread of values b Center of data c Direction of trend 4 If you have a dataset of exam scores, which value is the middle score when ordered? a Mode b Median c Mean 5 Which statistic best represents the most frequent value in a dataset? a Mode b Median c Mean 6 What is the primary purpose of data cleaning? a Remove errors and inconsistencies b Create new variables c Increase sample size 7 A strong positive linear relationship between two variables is indicated by a correlation near: a -1 b 0 c +1 8 What p-value threshold is commonly used to claim statistical significance? a 0.5 b 0.5% c 0.05 9 Which analysis helps determine if a hypothesis about a population is supported by sample data? a Data augmentation b Feature scaling c Hypothesis testing 10 What is the process of summarizing data with numbers and visuals called? a Inferential statistics b Descriptive statistics c Predictive modeling

Froggy Jumps

Data Analysis EssentialsVersión en línea

Core data analysis basics

por Animashaun Muhydeen

What measure of central tendency is most affected by outliers?

Median

Mean

Mode

Which graph is best for showing distribution of a single variable?

Scatter plot

Histogram

Line chart

What does standard deviation describe in a data set?

Spread of values

Center of data

Direction of trend

If you have a dataset of exam scores, which value is the middle score when ordered?

Mode

Median

Mean

Which statistic best represents the most frequent value in a dataset?

Mode

Median

Mean

What is the primary purpose of data cleaning?

Remove errors and inconsistencies

Create new variables

Increase sample size

A strong positive linear relationship between two variables is indicated by a correlation near:

-1

What p-value threshold is commonly used to claim statistical significance?

0.5

0.5%

0.05

Which analysis helps determine if a hypothesis about a population is supported by sample data?

Data augmentation

Feature scaling

Hypothesis testing

What is the process of summarizing data with numbers and visuals called?

Inferential statistics

Descriptive statistics

Predictive modeling

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Data Analysis Essentials

Froggy Jumps

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Creada por

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Froggy Jumps

Data Analysis EssentialsVersión en línea

por Animashaun Muhydeen

What measure of central tendency is most affected by outliers?

Which graph is best for showing distribution of a single variable?

What does standard deviation describe in a data set?

If you have a dataset of exam scores, which value is the middle score when ordered?

Which statistic best represents the most frequent value in a dataset?

What is the primary purpose of data cleaning?

A strong positive linear relationship between two variables is indicated by a correlation near:

What p-value threshold is commonly used to claim statistical significance?

Which analysis helps determine if a hypothesis about a population is supported by sample data?

What is the process of summarizing data with numbers and visuals called?

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