how to find the mean median and mode of a data set in python using pandas code example

Example 1: calculate mode in python

# Calculating the mode when the list of numbers may have multiple modes
from collections import Counter

def calculate_mode(n):
    c = Counter(n)
    num_freq = c.most_common()
    max_count = num_freq[0][1]
    
    modes = []
    for num in num_freq:
        if num[1] == max_count:
            modes.append(num[0])
    return modes

# Finding the Mode

def calculate_mode(n):
    c = Counter(n)
    mode = c.most_common(1)
    return mode[0][0]

#src : Doing Math With Python.

Example 2: statistics mode python when no.s are same

import statistics
statistics.mode(x)  #mean and median are also available.