Is there any way in Python, wherein I can sort a list by its frequency?
For example,
[1,2,3,4,3,3,3,6,7,1,1,9,3,2]
the above list
You can use below methods. It is written in simple python.
def frequencyIdentification(numArray):
frequency = dict({});
for i in numArray:
if i in frequency.keys():
frequency[i]=frequency[i]+1;
else:
frequency[i]=1;
return frequency;
def sortArrayBasedOnFrequency(numArray):
sortedNumArray = []
frequency = frequencyIdentification(numArray);
frequencyOrder = sorted(frequency, key=frequency.get);
loop = 0;
while len(frequencyOrder) > 0:
num = frequencyOrder.pop()
count = frequency[num];
loop = loop+1;
while count>0:
loop = loop+1;
sortedNumArray.append(num);
count=count-1;
print("loop count");
print(loop);
return sortedNumArray;
a=[1, 2, 3, 4, 3, 3, 3, 6, 7, 1, 1, 9, 3, 2]
print(a);
print("sorted array based on frequency of the number");
print(sortArrayBasedOnFrequency(a));