Numpy array to pandas dataframe
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#import packages. import numpy as np. import matplotlib.pyplot as plt. import pandas as pd. #create dataset using DataFrame. df=pd.DataFrame({'X':[0.1,0.15,0.08,0.16 ...
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Consider the following DataFrame. import pandas as pd. import numpy as np. d1={'Sal':[50000,60000,55000],'bonus':[3000,4000,5000]} df1=pd.DataFrame(d1)
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Write python statement to create a one –dimensional array using arrange() function .Elements will be in the range 10 to 30 with a step of 4 (including both 10 and 30). Reshape this one-dimensional array to two dimensional array of shape(2,3). Then display only those elements of this two –dimensional array which are divisible by 5.
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Write a Pandas program to select the name of persons whose height is between 5 to 5.5 (both values inclusive)
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pandas. definition and reference. pandas stands for . pan. el . da. ta . s. ystem. It’s a convenient and powerful system for handling large, complicated data sets. (The author pronounces it “pan-duss”.) pandas cheat sheet. Data frames. rectangular data structure, looks a lot like an array. each column is a . Series; each column can be of ...
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Write a Numpy program to find out smallest and sum of array elements 0,1,2,3,4,5,6,7,8,9. OR Write a python programming code to display and create a 8x8 ndarray and fill it with a checkerboard pattern i.e. 0 and 1 at alternative positions.
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import numpy as np. import math. a= np.array([[1,2,3,4],[2,3,4,5],[1,2,1,2], [3,3,4,5]]) print(a) print(a/10) print(a**2) print(a+a) OR. Create an 3x2 array and perform the following operations using python operations: Calculate remainder of all elements when divided by 4 . Multiplication of all the elements with 8. Adding 17 to array. Answer ...
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NumPy ARRAY) Q.1 Predict the output of the following code fragments. Library NumPy has been imported as np. ... PYTHON PANDAS) Q.1 Name some common data structures of python’s pandas library. Q.2 Given a list L=[3,4,5] and an ndarray N having elements 3,4,5. ... from a dataframe namely sales. (a) List only columns Ítem’ and ‘Revenue ...
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Questions on DataFrame. 1. Which function in pandas that helps to perform a number of operations on a dataframe . Row wise and Column wise. (i). pipe() (ii) applymap() (iii). apply() (iv) None of these ... Write a python program to create a 3 X 3 numpy array having random numbers from 12 to 20. replace all the odd numbers by 0.3. Ans:import ...
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Write statements to change 4th and 8th elements of this array to 5 and 87. 2. g) Write a NumPy program to find the number of elements of an array, length of one array element in bytes and total bytes consumed by the elements. 3. Answer the following questions. 2. a) _ method in Pandas can be used to change the label of rows and columns of a ...
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