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import pandas as pd
import numpy as np
Writing Sample Spaces¶
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toy_dataset = pd.read_csv('toy_dataset.csv')
toy_dataset.head()
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Write the sample space of the following experiments. The first one is done as an example.
Experiment 1: You make a list of three of the cities to visit.
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len(set(toy_dataset['Income']))
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def experiment_1():
cities = np.random.choice(toy_dataset['City'].unique(),3,replace=False).tolist()
return cities
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experiment_1()
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all_cities = toy_dataset['City'].unique().tolist()
indexes = range(len(all_cities))
sample_space = {(all_cities[i],all_cities[j],all_cities[k])
for i in indexes
for j in indexes[i+1:]
for k in indexes[j+1:]}
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sample_space
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