nips pool data and manipulation

nips_pool.py

"""
I should like to say two things, one intellectual and one moral:

The intellectual thing I should want to say to them is this: 
When you are studying any matter or considering any philosophy, ask yourself only what are the facts
and what is the truth that the facts bear out. Never let yourself be diverted either
by what you wish to believe or by what you think would have beneficent social effects
if it were believed, but look only and solely at what are the facts.
That is the intellectual thing that I should wish to say.

The moral thing I should wish to say to them is very simple.
I should say: Love is wise, hatred is foolish.
In this world, which is getting more and more closely interconnected, we have to learn to tolerate each other.
We have to learn to put up with the fact that some people say things that we don't like.
We can only live together in that way, and if we are to live together and not die together we must learn
a kind of charity and a kind of tolerance which is absolutely vital to the continuation of human life on this 


https://youtu.be/1bZv3pSaLtY
"""



import numpy as np

female = np.array([76, 41, 47, 56, 74])
male = np.array([593, 436, 322, 317, 213])
other = np.array([50, 22, 9, 8, 6])


fem_n = np.sum(female)
male_n = np.sum(male)
other_n = np.sum(other)



print("female total =", fem_n)
print("male total =", male_n)
print("other total =", other_n)
print()



female_pref = female/fem_n
male_pref = male/male_n
other_pref = other/other_n

print("female_pref =", female_pref)
print("male_pref =",male_pref)
print("other_pref =",other_pref)
print()


male_minus = np.array([int(i) for i in (male_pref * fem_n)])
male_minus_n = np.sum(male_minus)

print("New pool for {} males\n".format(male_minus_n))

print(male_minus)
print()


new_pool = male_minus + female + other
print("New pool with equal number of male and females\n")

print(new_pool)
print()


print("Total votes for disagree (-1 and -2) = ", new_pool[0] + new_pool[1])
print("Total votes for neutral (0) = ", new_pool[2])
print("Total votes for agree (1 + 2) = ", new_pool[3] + new_pool[4])