/**/ Python & MySQL: IP - Pandas & Numpy [Important Questions]

Wednesday, October 13, 2021

IP - Pandas & Numpy [Important Questions]

Informatics Practices (065)

Important Question For Term - 1

Class - XII

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Q.1 Best what to import the pandas module in your program?

(a) import pandas                            (b) import pandas as p    

(c) from pandas import *                  (d) All of the above

Ans: (d)

Q.2 Which of the following find the maximum number in the Numpy array?

(a) max(array)                                   (b) array.max()                 

(c) array(max)                                   (d) None of these

Ans: (b)

Q.3 For what purpose a Pandas is used?

(a) To create a GUI programming               (b) To create a database

(c) To create a High level array                    (d) All of the above

Ans: (c)

Q.4 In data Science, which of the python library are more popular?

(a) Numpy                                                        (b) Pandas                         

(c) OpenCv                                                       (d) Django

Ans: (b)

Q.5 Minimum number of argument we require to pass in pandas series?

(a) 0                                                                   (b) 1                     

(c) 2                                                                   (d) 3

Ans: (b)

Q.6 Series in Pandas is………

(a) 1D array                                                      (b) 2D array                       

(c) 3D Array                                                      (d) None of the above

Ans: (a)

Q.7 Way to install the pandas library?

(a) install pandas                                             (b) pandas install python

(c) python install pandas                (d) None of the above

Ans: (d)

Q.8 We can analyse the data in pandas with:

(a) Series                                                           (b) DataFrame                  

(c) Both (a) and (b)                                          (d) None of these

Ans: (c)

Q.9 What we pass in DataFrame in pandas?

(a) Integer                                                        (b) String                            

(c) Pandas series                                             (d) All of the above

Ans: (c)

Q.10 How we can change the shape of the Numpy array in python?

(a) By shape()                                                   (b) By reshape()                

(c) By ord()                                                       (d) By change()

Ans: (b)

Q.11 How we can convert the Numpy array to the list in python?

(a) list(array)                                                    (b) list.array                      

(c) array.list                                                      (d) None of these

Ans: (a)

Q.12 How can we find the type of numpy array in python?

(a) dtype                                                           (b) type               

(c) typei                                              (d) itype

Ans: (a)

Q.13 How we install Numpy in the system?

(a) install numpy                                             (b) pip install python numpy         

(c) pip install numpy                                       (d) pip install numpy python

Ans: (c)

Q.14 It is possible to convert the Numpy array to list in python?

(a) Yes                                                               (b) No                  

(c) Sometimes                                                 (d) None of these

Ans: (a)

Q.15 Numpy in the Python provides the

(a) Function                                                      (b) Lambda function                       

(c) Type casting                                               (d) Array

Ans: (d)

Q.16 Numpy.array(list), what it does?

(a) It convert array to list                              (b) It convert list to array

(c) It convert array to array                          (d) Error

Ans: (b)

Q.17 Shape() function in Numpy array is used to

(a) Find the shape of the array                     (b) Change the shape of the array

(c) Bothe of the above                                  (d) None of these

Ans: (a)

Q.18 What is the use of the size attribute in Numpy array in python?

(a) It find the direction                                  (b) It find the number of items

(c) It find the shape                                        (d) All of these

Ans: (b)

Q.19 What is the use of the zero() function in Numpy array in python?

(a) To make a Matrix with all element 0    (b) To make a Matrix with all diagonal

                                                                       element 0     

(c) To make a Matrix with first row 0             (d) None of these

Ans: (a)

Q.20 Which of the following counts the number of elements of in Numpy array?

(a) count()                                                        (b) return()                         

(c) shape()                                                        (d) size()

Ans: (d)

Q.21 Which of the following find the maximum number in the Numpy array?

(a) max(array)                                                  (b) array.max()                 

(c) array(max)                                                  (d) None of these

Ans: (b)

Q.22 Which of the following is correct way to import the Numpy module in your program?

(a) import numpy                                            (b) import numpy as np

(c) from numpy import *                (d) All of these

Ans: -(d)

Q.23 Which of the following is not valid to import the numpy module?

(a) import numpy as np                                 (b) import numpy as n

(c) import numpy as p                                    (d) None of these

Ans: (d)

Q.24Which of the following keyword is used to access the numpy module in python?

(a) access                                                         (b) import           

(c) fetch                                                            (d) from

Ans: (b)

Q.25 Which of the following is used to convert the list data type to Numpy array?

(a) array(list)                                                    (b) array.list       

(c) numpy.array(list)                                       (d) None of these

Ans: (c)

Q.26 Which of the following is the essential argument to pass in full() function of Numpy array?

(a) shape                                                          (b) value              

(c) both (a) and (b)                                          (d) None of these

Ans: (c)

Q27. Assume that you are given lists:

                             a = [1,2,3]

                             b = [4,5,6]

Your task is to create a list which contains all the elements of a and b in a single dimension.

Output:

                              a = [1,2,3,4,5,6]

Which of the following function will you use?

(a) a.append(b)                                      (b) a.extend(b)

(c) any of the above                               (d) None of above

Ans: (b)

Q.28 DataFrame in pandas is….

(a) 1D array                                                      (b) 2D array        

(c) 2D arrat                                                       (d) None of these

Ans: (b)


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