Question

How to find the frequency of each element in numpy array with Python

Answer 1

import numpy as np
import collections 
 
arr = np.array([1,1,1,1,3,3,4,5,7,1,1,2,2,2,2,1,2,3,3])

result = collections.Counter(arr)

print(result)

print(result[1])
print(result[2])
print(result[3])
 
 
 
 
'''
run:
 
Counter({1: 7, 2: 5, 3: 4, 4: 1, 5: 1, 7: 1})
7
5
4

'''

 

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Answer 2

import numpy as np
 
arr = np.array([1,1,1,1,3,3,4,5,7,1,1,2,2,2,2,1,2,3,3])
 
unique, counts = np.unique(arr, return_counts=True)
   
result = np.asarray((unique, counts)).T
   
print(result)
   
print(result[0][0], "=", result[0][1], "times")
print(result[1][0], "=", result[1][1], "times")
print(result[2][0], "=", result[2][1], "times")
  
  
  
  
'''
run:
 
[[1 7]
 [2 5]
 [3 4]
 [4 1]
 [5 1]
 [7 1]]
1 = 7 times
2 = 5 times
3 = 4 times

'''

 

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