Class 12 Informatics Practices Data Handling using Python Pandas-I MCQs Set 1

Class 12 Informatics Practices

Data Handling Using Python Pandas – 1 (Set 1)

Multiple Choice Questions


Data Handling Using Pandas – I MCQs

Topics Covered : Introduction to Python Libraries & Series

1. _______________ contain a collection of built in modules that allow us to perform many actions without writing detailed programs for it

a. Word

b. Windows

c. Python

d. None of these

Answer: c. Python

2. Which of the following libraries are well established libraries for scientific and analytical use.

a. NumPy

b. Pandas

c. Matplotlib

d. All of these

Answer: d. All of these

3. Which libraries allow us to manipulate, transform and visualise data easily and efficiently.

a. NumPy

b. Pandas

c. Matplotlib

d. All of these

Answer: d. All of these

4. NumPy stands for _________________.

a. Number Program

b. Numerical Python

c. Numeric Array Python

d. Nested Python


Answer: b. Numerical Python

5. Which package can be used for numerical data analysis and scientific computing.

a. NumPy

b. Pandas

c. Matplotlib

d. All of these


Answer: a. NumPy

6. _________ uses a multidimensional array object and has functions and tools for working with these arrays.

a. NumPy

b. Pandas

c. Matplotlib

d. All of these


Answer: a. NumPy

7. PANDAS stands for –

a. Panel Data

b. Panel Data System

c. Pandas Data Structures

d. Pandas NumPy Data Structures


Answer: a. Panel Data

9. __________ is a high-level data manipulation tool used for analysing data.

a. NumPy

b. Pandas

c. Matplotlib

d. All of these


Answer: b. Pandas

10. Pandas is built on packages like ____________, ______ .

a. NumPy

b. SciPy

c. Matplotlib

d. Both a and c


Answer: d. Both a and c

11. Pandas has __________ important data structure.

a. 1

b. 2

c. 3

d. 4


Answer: c. 3 [Series, DataFrame & Panel]

12. The ___________ library in Python is used for plotting graphs and visualisation.

a. NumPy

b. Pandas

c. Matplotlib

d. All of these


Answer: c. Matplotlib

13. Which package can be used to generate publication quality plots, histograms, bar charts, scatterplots, etc.

a. NumPy

b. Pandas

c. Matplotlib

d. All of these


Answer: c. Matplotlib

14. Identify the valid command to install Pandas.

a. install pandas

b. pip pandas

c. pip install pandas

d. python install pandas


Answer: c. pip install pandas

15. ___________ is used to manipulate the data when it is in Tabular Format.

a. NumPy

b. Pandas

c. Matplotlib

d. All of these


Answer: b. Pandas

16. _______ is used for numeric array based data manipulation.

a. NumPy

b. Pandas

c. Matplotlib

d. All of these

Answer: a. NumPy

17. __________ have a simpler interface for operations like file loading, plotting, selection, joining, GROUP BY, etc.

a. NumPy

b. Pandas

c. Matplotlib

d. All of these

Answer: b. Pandas

18. A _______________ is a collection of data values and operations that can be applied to that data. It enables efficient storage, retrieval and modification to the data.

a. array

b. series

c. data frame

d. data structure

Answer: d. data structure

19. Which of the following is not a Python Pandas data structure?

a. Series

b. DataFrame

c. Panel

d. Array

Answer: d. Array

20. A _________ is a combination of sequence of values and data label.

a. Series

b. Data Frame

c. Array

d. List

Answer: a. Series


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