Exploratory Data Analysis Quiz

Exploratory Data Analysis Quiz

University

20 Qs

quiz-placeholder

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Exploratory Data Analysis Quiz

Exploratory Data Analysis Quiz

Assessment

Quiz

Computers

University

Practice Problem

Hard

Created by

Reetik Satapathy

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20 questions

Show all answers

1.

MULTIPLE CHOICE QUESTION

10 sec • 1 pt

What is the main purpose of Exploratory Data Analysis (EDA)?

Data cleaning

Identifying patterns and insights from data

Building machine learning models

Deploying data pipelines

2.

MULTIPLE CHOICE QUESTION

10 sec • 1 pt

Which of the following Python libraries is mainly used for working with structured data in tabular format?

NumPy

Pandas

Seaborn

Matplotlib

3.

MULTIPLE CHOICE QUESTION

10 sec • 1 pt

What type of data structure does Pandas use to store tabular data?

Array

List

DataFrame

Dictionary

4.

MULTIPLE CHOICE QUESTION

10 sec • 1 pt

Which method is used to read a CSV file into a Pandas DataFrame?

pd.load_csv()

pd.read_csv()

pd.open_csv()

pd.import_csv()

5.

MULTIPLE CHOICE QUESTION

10 sec • 1 pt

Which of the following is NOT a measure of central tendency?

Mean

Median

Mode

Variance

6.

MULTIPLE CHOICE QUESTION

10 sec • 1 pt

Which visualization is best for identifying outliers in a dataset?

Line plot

Box plot

Scatter plot

Pie chart

7.

MULTIPLE CHOICE QUESTION

10 sec • 1 pt

What does the Interquartile Range (IQR) help detect?

Missing values

Outliers

Correlation

Mean of the dataset

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