Created
March 18, 2019 20:31
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def select_name(gender): | |
'''select a name based on gender''' | |
if gender == 'M': | |
name = np.random.choice(name_men_list) | |
elif gender == 'F': | |
name = np.random.choice(name_women_list) | |
return(name.split(' ')[0].capitalize()) | |
def create_table(n): | |
'''create a pandas dataframe given a desired number of rows (n)''' | |
age = np.random.randint(low_age, high_age, size=n) | |
height = np.around(np.random.uniform(low_height, high_height, size=n), | |
decimals) | |
gender = np.random.choice(genders, size=n) | |
name = [select_name(x) for x in gender] | |
df = pd.DataFrame({ | |
'age':age, | |
'height':height, | |
'gender':gender, | |
'name':name | |
}) | |
return(df) |
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