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a code sample to demonstrate random sampling to estimate large numbers
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# rando | jeffehobbs@gmail.com | |
# | |
# a code sample to demonstrate random sampling to estimate large numbers | |
import random | |
# globals | |
LARGE_NUMBER = 1000000 | |
CHANCE = 20 # as in "1 in 20" | |
COUNT = 0 | |
# main loop | |
i = 0 | |
while i < LARGE_NUMBER: | |
number = random.randint(1, CHANCE) | |
if number == CHANCE: | |
COUNT += 1 | |
i += 1 | |
# calculate estimate + diff | |
ESTIMATE = CHANCE * COUNT | |
DIFFERENCE = abs(LARGE_NUMBER - ESTIMATE) | |
PERCENT_DIFFERENCE = str(round(((DIFFERENCE / LARGE_NUMBER) * 100), 2)) | |
# print results | |
print('---') | |
print(f'ACTUAL LARGE NUMBER: {LARGE_NUMBER}') | |
print(f'CHANCE OF RECORDING: 1 in {CHANCE}') | |
print(f'ESTIMATE OF LARGE NUM: {ESTIMATE}') | |
print(f'DIFFERENCE: {DIFFERENCE}') | |
print(f'PERCENT DIFFERENCE: {PERCENT_DIFFERENCE}%') | |
print('---') | |
#fin |
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