Given different lists of expressions, the task is to generate a random combination of these expressions in a csv file for some purposes such as test databases contrary to ordinal data simulator which generates datasets from random numbers and standard names.
Examples:
Input :lists of your own expressions Names = ['David', 'Emilia', 'John', 'Karmen'], Hobbies = ['Hiking', 'football', 'Gaming', 'Skydiving'], skills = ['Communication', 'leadership', 'cooking'] Output : a csv file with a random combination of expressions Names, Age, Hobbies, skills Emilia, 54, "['football', 'Hiking']", leadership David, 22, "['Skydiving', 'Gaming']", cooking Emilia, 59, "['football', 'Skydiving']", leadership Emilia, 45, "['Gaming', 'football']", leadership David, 62, "['Hiking', 'football']", cooking David, 56, "['football', 'Hiking']", leadership John, 17, "['Gaming', 'football']", cooking David, 28, "['Gaming', 'football']", leadership David, 28, "['Skydiving', 'football']", cooking John, 17, "['Gaming', 'Skydiving']", cooking John, 61, "['Hiking', 'football']", cooking John, 44, "['Hiking', 'Gaming']", leadership Emilia, 17, "['Hiking', 'Gaming']", Communication Karmen, 34, "['football', 'Skydiving']", leadership Emilia, 65, "['football', 'Hiking']", leadership
Code : Generating Personalised Data
# importing libraries import csv import random # create a csv file named "abc" that contains our dataset with open('abc.csv', 'w', newline ='') as f: file = csv.writer(f) file.writerow(['Names', 'Age', 'Hobbies', 'skills']) # generate rows as much as wanted for i in range (1, 10) : Names =['David', 'Emilia', 'John', 'Karmen'] Hobbies =['Hiking', 'football', 'Gaming', 'Skydiving'] skills =['Communication', 'leadership', 'cooking'] file.writerow([random.choice(Names), random.randint(17, 65), random.sample(Hobbies, 2), random.choice(skills)]) |
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