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Synthetic data generation using opensource models - Pizza feedback data in Nairobi,Kenya

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samuelmurira
2025-10-26 22:06:06 +00:00
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week3/community-contributions/samuel_bootcamp_wk3/data_generator.ipynb Normal file
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week3/community-contributions/samuel_bootcamp_wk3/pizza_feedback_data.csv Normal file
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Customer_ID,Branch,Rating,Order_Type,Feedback,Date
CUST1000,Westlands,1,Dine-in,Great pizza from Westlands! Quick delivery and hot food.,2024-10-17
CUST1001,CBD,1,Takeaway,Excellent service at CBD branch. Will order again!,2024-11-24
CUST1002,Kilimani,1,Delivery,Excellent service at Kilimani branch. Will order again!,2024-09-03
CUST1003,Parklands,5,Takeaway,Great pizza from Parklands! Quick delivery and hot food.,2024-08-05
CUST1004,Westlands,3,Delivery,Great pizza from Westlands! Quick delivery and hot food.,2024-01-12
CUST1005,CBD,5,Delivery,Great pizza from CBD! Quick delivery and hot food.,2024-01-10
CUST1006,Kilimani,1,Delivery,Long wait time at Kilimani but the pizza was worth it.,2024-09-12
CUST1007,Parklands,2,Delivery,Great pizza from Parklands! Quick delivery and hot food.,2024-05-27
CUST1008,Parklands,3,Dine-in,Excellent service at Parklands branch. Will order again!,2024-12-01
CUST1009,CBD,1,Dine-in,Excellent service at CBD branch. Will order again!,2024-10-09
CUST1010,Parklands,1,Takeaway,Average experience. Pizza was okay but nothing special.,2024-04-03
CUST1011,Westlands,2,Dine-in,Pizza was cold when it arrived at Westlands. Disappointed.,2024-01-02
CUST1012,Karen,2,Takeaway,Pizza was cold when it arrived at Karen. Disappointed.,2024-03-26
CUST1013,Westlands,3,Dine-in,Long wait time at Westlands but the pizza was worth it.,2024-11-17
CUST1014,Westlands,5,Takeaway,Average experience. Pizza was okay but nothing special.,2024-03-01
CUST1015,Parklands,3,Delivery,Excellent service at Parklands branch. Will order again!,2024-03-18
1 Customer_ID Branch Rating Order_Type Feedback Date
2 CUST1000 Westlands 1 Dine-in Great pizza from Westlands! Quick delivery and hot food. 2024-10-17
3 CUST1001 CBD 1 Takeaway Excellent service at CBD branch. Will order again! 2024-11-24
4 CUST1002 Kilimani 1 Delivery Excellent service at Kilimani branch. Will order again! 2024-09-03
5 CUST1003 Parklands 5 Takeaway Great pizza from Parklands! Quick delivery and hot food. 2024-08-05
6 CUST1004 Westlands 3 Delivery Great pizza from Westlands! Quick delivery and hot food. 2024-01-12
7 CUST1005 CBD 5 Delivery Great pizza from CBD! Quick delivery and hot food. 2024-01-10
8 CUST1006 Kilimani 1 Delivery Long wait time at Kilimani but the pizza was worth it. 2024-09-12
9 CUST1007 Parklands 2 Delivery Great pizza from Parklands! Quick delivery and hot food. 2024-05-27
10 CUST1008 Parklands 3 Dine-in Excellent service at Parklands branch. Will order again! 2024-12-01
11 CUST1009 CBD 1 Dine-in Excellent service at CBD branch. Will order again! 2024-10-09
12 CUST1010 Parklands 1 Takeaway Average experience. Pizza was okay but nothing special. 2024-04-03
13 CUST1011 Westlands 2 Dine-in Pizza was cold when it arrived at Westlands. Disappointed. 2024-01-02
14 CUST1012 Karen 2 Takeaway Pizza was cold when it arrived at Karen. Disappointed. 2024-03-26
15 CUST1013 Westlands 3 Dine-in Long wait time at Westlands but the pizza was worth it. 2024-11-17
16 CUST1014 Westlands 5 Takeaway Average experience. Pizza was okay but nothing special. 2024-03-01
17 CUST1015 Parklands 3 Delivery Excellent service at Parklands branch. Will order again! 2024-03-18