23 Birthday probability problem#

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import numpy as np
import pandas as pd
from pandas import Series, DataFrame
import matplotlib.pyplot as plt
import seaborn as sns
from scipy import stats, special

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Birthday probability problem fig 1Birthday probability problem fig 2Birthday probability problem fig 3Birthday probability problem fig 4Birthday probability problem fig 5Birthday probability problem fig 6

d = special.perm(365, 30) / (365 ** 30)

1 - d

0.7063162427192686