MCQ Chapter 2 Data Handling using Pandas – I Class 12 Informatics Practices

Please refer to Data Handling using Pandas – I MCQ Questions Class 12 Informatics Practices below. These MCQ questions for Class 12 Informatics Practices with answers have been designed as per the latest NCERT, CBSE books, and syllabus issued for the current academic year. These objective questions for Data Handling using Pandas – I will help you to prepare for the exams and get more marks.

Data Handling using Pandas – I MCQ Questions Class 12 Informatics Practices

Please see solved MCQ Questions for Data Handling using Pandas – I in Class 12 Informatics Practices. All questions and answers have been prepared by expert faculty of standard 12 based on the latest examination guidelines.

Question. When a dataframe is created using 2D dictionary, column labels are formed by:
(a) Key of outer dictionary
(b) Key of inner dictionary
(c) Value of outer dictionary
(d) Value of inner dictionary

Question. Which of the following file can be created in python?
(a) Text File
(b) Binary File
(c) CSV File
(d) All of the above

Question. Which of the following is Not True about Series and Dataframe
(a) Both are size mutable.
(b) Both can be derived from pandas.
(c) Both can be reshaped into different forms
(d) Both can be created by passing data in form of list, dictionaries and ndarray

Question. NumPy stands for _________________.
(a) Number Program
(b) Numerical Python
(c) Numeric Array Python
(d) Nested Python

Question. Which of the following is not a valid plotting function of pyplot ?
(a) pie( )
(b) plot( )
(c) bar( )
(d) line( )

Question. Python libraries contain a collection of built-in _____________
(a) Data
(b) Modules
(c) Packages
(d) Data Structure

Question. 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

Question. Which of the following statement(s) are true for csv files?
(a) When you open a file for reading, if the file does not exist, an error occurs
(b) When you open a file for writing, if the file does not exist, a new file is created
(c) When you open a file for writing, if the file exists, the existing file is overwritten with the new file
(d) All the above

Question. Which of the following method does not return the number of characters written in the file.
(a) write( )
(b) writelines( )
(c) Both of the above
(d) None of the above

Question. Which of the following property/attribute return total number of values in Series ‘S1’?
(a) size
(b) values
(c) index
(d) None of the above

Question. 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

Question. A dataframe has two axes, where axes = 0 represents
(a) Row
(b) Column
(c) Index
(d) Values

Question. Which of the following statement shows first five values of Series ‘S1’?
(a) S1.head( )
(b) S1.head( 5 )
(c) Both of the above
(d) None of the above

Question. When an operation is carried out on every value of Series object is called _____
(a) Scalar Operation
(Question) Vector Operation
(c) Both of the above
(d) None of the above

Question. To access the value of dataframe using row labels we can use-
(a) at
(b) loc
(c) iat
(d) iloc

Question. Which of the following statement is incorrect for dataframe indexes?
(a) Dataframe index can have only numbers
(b) DataFrame index can have numbers, characters or string
(c) DataFrame index cannot be defined explicitly
(d) DataFrame indexes are of two type : row indexes and column indexes 

Question. Which argument of bar() lets you set the thickness of bar ?
(a) thick
(b) thickness
(c) width
(d) barwidth 

Question. Which of the following is a module of matplolib that contains a set of functions for data visualization?
(a) plt
(b) pandas
(c) plot
(d) pyplot 

Question. Which of the following properties returns the nested list of elements from the dataframe row-wise?
(a) T
(b) hasnans
(c) elements
(d) values

Question. Which is a python package used for 2D graphics?
(a) matplotlib.pyplot
(b) matplotlib.pip
(c) matplotlib.numpy
(d) matplotlib.plt 

Question. Assertion (A): You need to install the pandas library using the pip install command
Reason (R): You can also access pandas without installation
(a) Both Assertion (A) and Reason (B) are correct and Reason (R) is the correct explanation of Assertion (A)
(b) Both are correct but Reason(R) is not the correct explanation of Assertion (A)
(c) Assertion (A) is true but Reason (R) is false
(d) Assertion (A) is not correct but Reason (R) is correct 

Question. Assertion (A) : Slicing can be also used to modify the series elements.
Reason (R): Series elements can be modified with a list of values respectively.
(a) Both Assertion (A) and Reason (B) are correct and Reason (R) is the correct explanation of Assertion (A)
(b) Both are correct but Reason(R) is not the correct explanation of Assertion (A)
(c) Assertion (A) is true but Reason (R) is false
(d) Assertion (A) is not correct but Reason (R) is correct 

Question. Assertion (A): The pop() method can be used to delete values from the top index from the series.
Reason (R): The pop() and drop() methods can be used to delete values from the series but the pop() only deletes the value from top and drop() will delete the specified indexed value.
(a) Both Assertion (A) and Reason (B) are correct and Reason (R) is the correct explanation of Assertion (A)
(b) Both are correct but Reason(R) is not the correct explanation of Assertion (A)
(c) Assertion (A) is true but Reason (R) is false
(d) Assertion (A) is not correct but Reason (R) is correct