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4184574
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  1. test.csv +142 -0
  2. train.csv +0 -0
test.csv ADDED
@@ -0,0 +1,142 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ prompt,chosen,rejected
2
+ NAKHEEL PJSC Card purchase ,"{'transaction_description': 'Card payment to NAKHEEL PJSC', 'cleaned_description': 'Nakheel PGSC', 'cleaned_description_confidence_score': 98, 'merchant_name': 'Nakheel', 'merchant_name_confidence_score': 100}","{'transaction_description': 'NAKHEEL PJSC Card purchase - Other Charges', 'cleaned_description': 'Other Charges', 'cleaned_description_confidence_score': 40, 'merchant_name': 'Unknown', 'merchant_name_confidence_score': 10}"
3
+ POS-13/07/24-TERRA COLLECT EATERY R,"{'transaction_description': 'POS-13/07/24-TERRA COLLECT EATERY R', 'cleaned_description': 'Terra Collect Eatery', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Terra Collect Eatery', 'merchant_name_confidence_score': 95}","{'transaction_description': 'POS-13/07/24-TERRA COLLECT EATERY R', 'cleaned_description': 'Collect Eatery', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Collect Eatery', 'merchant_name_confidence_score': 60}"
4
+ PUR 03/08 Fresha Dubai 3553,"{'transaction_description': 'Card Payment Fresha Dubai - 3553 03/08', 'cleaned_description': 'Fresha', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Fresha', 'merchant_name_confidence_score': 100}","{'transaction_description': 'PUR 03/08 Fresha SomethingElse Dubai 3553', 'cleaned_description': 'SomethingElse', 'cleaned_description_confidence_score': 30, 'merchant_name': 'SomethingElse', 'merchant_name_confidence_score': 30}"
5
+ HOME CENTRE LANDMARK R Card purchase ,"{'transaction_description': 'HOME CENTRE LANDMARK R Card - Furniture', 'cleaned_description': 'Home Centre Landmark', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Home Centre', 'merchant_name_confidence_score': 100}","{'transaction_description': 'HOME CENTRE LANDMARK Restaurant', 'cleaned_description': 'Restaurant', 'cleaned_description_confidence_score': 10, 'merchant_name': 'Landmark Restaurant', 'merchant_name_confidence_score': 10}"
6
+ "Air Arabia, Abu Dhabi, AE","{'transaction_description': 'Air Arabia, Dubai, AE', 'cleaned_description': 'Air Arabia', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Air Arabia', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Air Arabia, Abu Dhabi, AE - Baggage Fee', 'cleaned_description': 'Baggage Fee', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Air Arabia', 'merchant_name_confidence_score': 60}"
7
+ VAT Output Reversal : VAT REVERSAL,"{'transaction_description': 'VAT Output Reversal: VAT REVERSAL transaction', 'cleaned_description': 'Vat Output Reversal', 'cleaned_description_confidence_score': 95, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}","{'transaction_description': 'VAT Input Reversal: VAT REVERSAL', 'cleaned_description': 'Vat Input Reversal', 'cleaned_description_confidence_score': 30, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}"
8
+ POS-10/07/24-STARBUCKS CC 4425,"{'transaction_description': 'STARBUCKS - POS 10/07/24 CC 4425', 'cleaned_description': 'Starbucks', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Starbucks', 'merchant_name_confidence_score': 100}","{'transaction_description': 'POS-10/07/24-STARBUCKS-4425', 'cleaned_description': 'Starbuck', 'cleaned_description_confidence_score': 80, 'merchant_name': 'Starbuck', 'merchant_name_confidence_score': 80}"
9
+ "KINGS COLLEGE HOSPITAL, DUBAI, AE","{'transaction_description': 'Payment to Kings College Hospital Dubai', 'cleaned_description': 'Kings College Hospital', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Kings College Hospital', 'merchant_name_confidence_score': 100}","{'transaction_description': 'KINGS RESTAURANT DUBAI', 'cleaned_description': 'Kings Restaurant', 'cleaned_description_confidence_score': 40, 'merchant_name': 'Kings Restaurant', 'merchant_name_confidence_score': 40}"
10
+ "POS-PURCHASE;CARD NO.4439137244709971;ZOOM.US 888-799-9666 WWW.ZOOM.US:US;425681 09-02-2023 26.24,USD","{'transaction_description': 'POS-PURCHASE;CARD NO.4439137244709971;ZOOM.US 888-799-9666 WWW.ZOOM.US:US;425681 09-02-2023 26.24,USD', 'cleaned_description': 'www.zoom.us', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Zoom', 'merchant_name_confidence_score': 100}","{'transaction_description': 'POS-PURCHASE;CARD NO.4439137244709971;ZOOM.US 888-799-9666 WWW.ZOOM.US:US;425681 09-02-2023 26.24,USD', 'cleaned_description': 'Online Payment', 'cleaned_description_confidence_score': 20, 'merchant_name': 'Unknown', 'merchant_name_confidence_score': 20}"
11
+ DUBAI GOLF LLC,"{'transaction_description': 'DUBAI GOLF LLC', 'cleaned_description': 'Dubai Golf LLC', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Dubai Golf', 'merchant_name_confidence_score': 100}","{'transaction_description': 'DUBAI GOLF LLC - Restaurant', 'cleaned_description': 'Dubai Golf Restaurant', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Dubai Golf Restaurant', 'merchant_name_confidence_score': 60}"
12
+ CAPTAIN TALIPAPA RESTA Card purchase ,"{'transaction_description': 'CAPTAIN TALIPAPA RESTAURANT Card purchase', 'cleaned_description': 'Captain Talipapa Restaurant', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Captain Talipapa', 'merchant_name_confidence_score': 100}","{'transaction_description': 'CAPTAIN TALIPAPA RESTA Card purchase', 'cleaned_description': 'Talipapa', 'cleaned_description_confidence_score': 40, 'merchant_name': 'Talipapa', 'merchant_name_confidence_score': 40}"
13
+ NATIONAL TAXI DUBAI 784,"{'transaction_description': 'NATIONAL TAXI DUBAI 784', 'cleaned_description': 'National Taxi', 'cleaned_description_confidence_score': 100, 'merchant_name': 'National Taxi', 'merchant_name_confidence_score': 100}","{'transaction_description': 'NATIONAL TAXI DUBAI 784', 'cleaned_description': 'Taxi', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Taxi', 'merchant_name_confidence_score': 60}"
14
+ NATIONAL TAXI DUBAI 784,"{'transaction_description': 'NATIONAL TAXI - DUBAI TRIP', 'cleaned_description': 'National Taxi', 'cleaned_description_confidence_score': 100, 'merchant_name': 'National Taxi', 'merchant_name_confidence_score': 100}","{'transaction_description': 'DUBAI TAXI NATIONAL', 'cleaned_description': 'Dubai Taxi National', 'cleaned_description_confidence_score': 70, 'merchant_name': 'Dubai Taxi', 'merchant_name_confidence_score': 70}"
15
+ DELIVEROO ABU DHABI 784,"{'transaction_description': 'DELIVEROO ABU DHABI Ref: ABC123XYZ', 'cleaned_description': 'Deliveroo Abu Dhabi', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Deliveroo', 'merchant_name_confidence_score': 100}","{'transaction_description': 'DELIVEROO FOOD ABU DHABI', 'cleaned_description': 'Deliveroo Food', 'cleaned_description_confidence_score': 50, 'merchant_name': 'Deliveroo', 'merchant_name_confidence_score': 50}"
16
+ DUBAI ELECTRICITY DUBAI 784,"{'transaction_description': 'Electricity Bill DUBAI - Account 12345', 'cleaned_description': 'Dubai Electricity', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Dewa', 'merchant_name_confidence_score': 100}","{'transaction_description': 'DUBAI ELECTRICITY DUBAI 784', 'cleaned_description': 'Dubai Electricity Services', 'cleaned_description_confidence_score': 70, 'merchant_name': 'Dubai Electricity', 'merchant_name_confidence_score': 70}"
17
+ SHAY AL SHABAB CAFETER Card purchase ,"{'transaction_description': 'SHAY AL SHABAB - Card Payment', 'cleaned_description': 'Shay Al Shabab', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Shay Al Shabab Cafeteria', 'merchant_name_confidence_score': 100}","{'transaction_description': 'SHAY something else', 'cleaned_description': 'Shay Al Shabab', 'cleaned_description_confidence_score': 20, 'merchant_name': 'Shay Cafe', 'merchant_name_confidence_score': 20}"
18
+ DUBAI ELECTRICITY DUBAI 784,"{'transaction_description': 'DEWA Bill Payment - Dubai', 'cleaned_description': 'Dubai Electricity', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Dewa', 'merchant_name_confidence_score': 100}","{'transaction_description': 'ELECTRICITY Bill', 'cleaned_description': 'Electricity Bill', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Unknown Utility', 'merchant_name_confidence_score': 20}"
19
+ TAGO RESTAURANT & CAFE Card purchase ,"{'transaction_description': 'TAGO RESTAURANT & CAFE - Credit Card Transaction', 'cleaned_description': 'Tago Restaurant & Café', 'cleaned_description_confidence_score': 99, 'merchant_name': 'Tago Restaurant & Café', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Card purchase at TAGO RESTAURANT nearby', 'cleaned_description': 'Nearby Restaurant', 'cleaned_description_confidence_score': 25, 'merchant_name': 'Nearby Restaurant', 'merchant_name_confidence_score': 25}"
20
+ AMAZON.AE - 3948756,"{'transaction_description': 'AMAZON.AE - 3948756', 'cleaned_description': 'Amazon.ae', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Amazon', 'merchant_name_confidence_score': 100}","{'transaction_description': 'AMAZON.AE - 3948756 something else', 'cleaned_description': 'Other', 'cleaned_description_confidence_score': 20, 'merchant_name': 'Amazon', 'merchant_name_confidence_score': 30}"
21
+ "ADDRESS BEACH RESORT, DUBAI, AE","{'transaction_description': 'ADDRESS BEACH RESORT, DUBAI, AE', 'cleaned_description': 'Address Beach Resort', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Address Beach Resort', 'merchant_name_confidence_score': 100}","{'transaction_description': 'ADDRESS BEACH RESORT, DUBAI, AE Restaurant', 'cleaned_description': 'Address Beach Resort Restaurant', 'cleaned_description_confidence_score': 70, 'merchant_name': 'Address Beach Resort', 'merchant_name_confidence_score': 70}"
22
+ POS-29/05/24-Talabat,"{'transaction_description': 'POS - 29/05/2024 - Talabat Order', 'cleaned_description': 'Talabat', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Talabat', 'merchant_name_confidence_score': 100}","{'transaction_description': 'POS-29/05/24-Talabat Grocery', 'cleaned_description': 'Talabat Grocery', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Talabat', 'merchant_name_confidence_score': 60}"
23
+ Visa Purchase : 259 0425 244485 VIP EXPRESS SUPERMARKE AED DUBAI AED 1.5 0425,"{'transaction_description': 'Visa Purchase : 259 0425 244485 VIP EXPRESS SUPERMARKET AED DUBAI AED 1.5 0425', 'cleaned_description': 'VIP Express Supermarket', 'cleaned_description_confidence_score': 100, 'merchant_name': 'VIP Express Supermarket', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Visa Purchase : 259 0425 244485 VIP EXPRESS AED DUBAI AED 1.5 0425', 'cleaned_description': 'VIP Express', 'cleaned_description_confidence_score': 70, 'merchant_name': 'VIP Express', 'merchant_name_confidence_score': 70}"
24
+ VAT ON FOREIGN TRANSACTIO N FEE,"{'transaction_description': 'VAT ON FOREIGN TRANSACTION FEE', 'cleaned_description': 'VAT on Foreign Transaction Fee', 'cleaned_description_confidence_score': 100, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}","{'transaction_description': 'VAT ON FOREIGN TRANSACTION', 'cleaned_description': 'VAT on Foreign Transaction Fee', 'cleaned_description_confidence_score': 60, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}"
25
+ AnnualFee VAT Charges,"{'transaction_description': 'AnnualFee VAT Charges Applied', 'cleaned_description': 'AnnualFee VAT Charges', 'cleaned_description_confidence_score': 95, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}","{'transaction_description': 'AnnualFee VAT Charges', 'cleaned_description': 'Fees', 'cleaned_description_confidence_score': 30, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}"
26
+ POS-02/07/24-UNION COOP,"{'transaction_description': 'POS 02/07/24 UNION COOP', 'cleaned_description': 'Union Coop', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Union Coop', 'merchant_name_confidence_score': 100}","{'transaction_description': 'POS-02/07/24-UNION COOP EXPRESS', 'cleaned_description': 'Union Coop Express', 'cleaned_description_confidence_score': 70, 'merchant_name': 'Union Coop', 'merchant_name_confidence_score': 70}"
27
+ MAJID AL FUTTAIM DUBAI AE,"{'transaction_description': 'MAJID AL FUTTAIM WEBSTORE DUBAI AE', 'cleaned_description': 'Majid Al Futtaim', 'cleaned_description_confidence_score': 99, 'merchant_name': 'Majid Al Futtaim', 'merchant_name_confidence_score': 100}","{'transaction_description': 'MAJID AL FUTTAIM BANK DUBAI AE', 'cleaned_description': 'Bank', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Bank', 'merchant_name_confidence_score': 30}"
28
+ POS-12/07/24-THE TARTEEB GENTS SALON,"{'transaction_description': 'CARD PAYMENT - THE TARTEEB GENTS SALON - 12/07/2024', 'cleaned_description': 'The Tarteeb Gents Salon', 'cleaned_description_confidence_score': 100, 'merchant_name': 'The Tarteeb Gents Salon', 'merchant_name_confidence_score': 100}","{'transaction_description': 'POS-12/07/24-TARTEEB', 'cleaned_description': 'Restaurant', 'cleaned_description_confidence_score': 10, 'merchant_name': 'Restaurant', 'merchant_name_confidence_score': 10}"
29
+ "ARAB COAST LAUNDRY, AL AIN, AE","{'transaction_description': 'Arab Coast Laundry Al Ain', 'cleaned_description': 'Arab Coast Laundry', 'cleaned_description_confidence_score': 98, 'merchant_name': 'Arab Coast Laundry', 'merchant_name_confidence_score': 98}","{'transaction_description': 'ARAB COAST LAUNDRY, AL AIN, AE', 'cleaned_description': 'Al Ain Laundry', 'cleaned_description_confidence_score': 40, 'merchant_name': 'Al Ain Laundry', 'merchant_name_confidence_score': 40}"
30
+ POS-23/07/24-DNH*GODADDY.COM SAR,"{'transaction_description': 'POS-23/07/24 GODADDY.COM SAR', 'cleaned_description': 'godaddy.com', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Go Daddy', 'merchant_name_confidence_score': 100}","{'transaction_description': 'POS-23/07/24-DNH*GODADDY.NET SAR', 'cleaned_description': 'godaddy.com', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Network Solutions', 'merchant_name_confidence_score': 40}"
31
+ CROWNE PLAZA Card purchase ,"{'transaction_description': 'CROWNE PLAZA - Business Lunch', 'cleaned_description': 'Crowne Plaza', 'cleaned_description_confidence_score': 99, 'merchant_name': 'Crowne Plaza', 'merchant_name_confidence_score': 100}","{'transaction_description': 'CRP Card purchase', 'cleaned_description': 'CRP', 'cleaned_description_confidence_score': 40, 'merchant_name': 'CRP', 'merchant_name_confidence_score': 40}"
32
+ noon ONE subscription Dubai AE,"{'transaction_description': 'Noon One Package Renewal - Dubai', 'cleaned_description': 'noon One Subscription', 'cleaned_description_confidence_score': 85, 'merchant_name': 'Noon', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Noon Daily Subscription', 'cleaned_description': 'Noon Daily', 'cleaned_description_confidence_score': 70, 'merchant_name': 'Noon Daily', 'merchant_name_confidence_score': 70}"
33
+ PUR 02/08 Kibsons In DUBAI 3553,"{'transaction_description': 'PURCHASE 02/08 Kibsons In DUBAI Ref: 3553', 'cleaned_description': 'Kibsons', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Kibsons', 'merchant_name_confidence_score': 100}","{'transaction_description': 'PUR 02/08 KIBSON In DUBAI 3553', 'cleaned_description': 'Kibson', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Kibson', 'merchant_name_confidence_score': 60}"
34
+ MIST CAFE LLC Card purchase ,"{'transaction_description': 'MIST CAFE LLC Card purchase', 'cleaned_description': 'Mist Café LLC', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Mist Café', 'merchant_name_confidence_score': 100}","{'transaction_description': 'MIST CAFE LLC Card purchase', 'cleaned_description': 'Mist Cafe', 'cleaned_description_confidence_score': 70, 'merchant_name': 'Mist', 'merchant_name_confidence_score': 70}"
35
+ Visa Purchase : 259 0728 631196 ROAD AND TRANSPORT AUTD AED UBAI D AED 20 0728,"{'transaction_description': 'Visa Purchase : 259 0728 631196 ROAD AND TRANSPORT AUTD AED DUBAI AED 20 0728', 'cleaned_description': 'Road and Transport Authority', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Road and Transport Authority (RTA)', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Visa Purchase : 259 0728 631196 ROAD AND TRANSPORT AUTD AED DUBAI AED 20 0728', 'cleaned_description': 'Transport', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Transport Authority', 'merchant_name_confidence_score': 40}"
36
+ GEMS WELLINGTON ACADEM DUBAI ARE,"{'transaction_description': 'GEMS WELLINGTON ACADEMY - DUBAI - ARE - Tuition Fee', 'cleaned_description': 'Gems Wellington Academy', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Gems Wellington Academy', 'merchant_name_confidence_score': 100}","{'transaction_description': 'GEMS WELLINGTON ACADEM DUBAI ARE cafeteria', 'cleaned_description': 'Cafeteria', 'cleaned_description_confidence_score': 40, 'merchant_name': 'Unknown', 'merchant_name_confidence_score': 20}"
37
+ HOME CENTRE LANDMARK R Card purchase ,"{'transaction_description': 'HOME CENTRE LANDMARK R Card purchase', 'cleaned_description': 'Home Centre Landmark', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Home Centre', 'merchant_name_confidence_score': 100}","{'transaction_description': 'HOME CENTRE LANDMARK R Card purchase', 'cleaned_description': 'Landmark', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Landmark', 'merchant_name_confidence_score': 70}"
38
+ CHOWKING RESTAURANT Card purchase ,"{'transaction_description': 'Purchase CHOWKING RESTAURANT', 'cleaned_description': 'Chowking Restaurant', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Chowking', 'merchant_name_confidence_score': 100}","{'transaction_description': 'CHOWKING RESTAURANT CARD REST', 'cleaned_description': 'Chowking Restaurant Rest', 'cleaned_description_confidence_score': 50, 'merchant_name': 'Chowking Restaurant', 'merchant_name_confidence_score': 50}"
39
+ PUR 27/06 DELIVEROO ABU DHABI 3553,"{'transaction_description': 'PUR 28/06 DELIVEROO ABU DHABI 3553', 'cleaned_description': 'Deliveroo Abu Dhabi', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Deliveroo', 'merchant_name_confidence_score': 100}","{'transaction_description': 'PUR 27/06 DELIVEROO ABU DHABI 3553 Extra charges', 'cleaned_description': 'Deliveroo Abu Dhabi Extra', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Deliveroo', 'merchant_name_confidence_score': 80}"
40
+ MAXZI THE GOOD FOOD RE Card purchase ,"{'transaction_description': 'MAXZI THE GOOD FOOD RE Card', 'cleaned_description': 'Maxzi the Good Food', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Maxzi the Good Food Shop', 'merchant_name_confidence_score': 100}","{'transaction_description': 'MAXZI FOOD RE Card purchase', 'cleaned_description': 'Food', 'cleaned_description_confidence_score': 20, 'merchant_name': 'Food Shop', 'merchant_name_confidence_score': 20}"
41
+ Amazon.ae E-commerce,"{'transaction_description': 'Amazon.ae Online Purchase', 'cleaned_description': 'Amazon.ae', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Amazon', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Amazon.ae Services', 'cleaned_description': 'Amazon Web Services', 'cleaned_description_confidence_score': 40, 'merchant_name': 'Amazon', 'merchant_name_confidence_score': 40}"
42
+ "THE BLUE BOX VENDING M, DUBAI, AE","{'transaction_description': 'THE BLUE BOX VENDING MACHINE Dubai', 'cleaned_description': 'The Blue Box Vending', 'cleaned_description_confidence_score': 100, 'merchant_name': 'The Blue Box Vending Machines', 'merchant_name_confidence_score': 100}","{'transaction_description': 'THE BLUE BOX VENDING SUPPLIES DUBAI, AE', 'cleaned_description': 'Blue Box Supplies', 'cleaned_description_confidence_score': 40, 'merchant_name': 'The Blue Box', 'merchant_name_confidence_score': 40}"
43
+ ESIMGO,"{'transaction_description': 'ESIMGO', 'cleaned_description': 'Esimgo', 'cleaned_description_confidence_score': 100, 'merchant_name': 'eSIM Go', 'merchant_name_confidence_score': 100}","{'transaction_description': 'ESIM', 'cleaned_description': 'ESIM', 'cleaned_description_confidence_score': 30, 'merchant_name': 'ESIM', 'merchant_name_confidence_score': 30}"
44
+ DIFC VIS COWORKING Card purchase ,"{'transaction_description': 'Card purchase at DIFC VIS COWORKING', 'cleaned_description': 'DIFC Vis Coworking', 'cleaned_description_confidence_score': 98, 'merchant_name': 'DIFC', 'merchant_name_confidence_score': 92}","{'transaction_description': 'DIFC VIS COWORKING Card purchase - REFUND', 'cleaned_description': 'DIFC Vis Coworking Refund', 'cleaned_description_confidence_score': 60, 'merchant_name': 'DIFC', 'merchant_name_confidence_score': 70}"
45
+ POS-23/07/24-DNH*GODADDY.COM SAR,"{'transaction_description': 'Online Payment GODADDY.COM', 'cleaned_description': 'godaddy.com', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Go Daddy', 'merchant_name_confidence_score': 100}","{'transaction_description': 'POS-23/07/24-DNH*G0DADDY.COM SAR', 'cleaned_description': 'Unknown', 'cleaned_description_confidence_score': 10, 'merchant_name': 'Unknown', 'merchant_name_confidence_score': 10}"
46
+ POS-12/07/24-THE TARTEEB GENTS SALON,"{'transaction_description': 'THE TARTEEB GENTS SALON - POS - 12-07-24', 'cleaned_description': 'The Tarteeb Gents Salon', 'cleaned_description_confidence_score': 100, 'merchant_name': 'The Tarteeb Gents Salon', 'merchant_name_confidence_score': 100}","{'transaction_description': 'POS-12/07/24-THE TARTEEB SALON', 'cleaned_description': 'The Salon', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Generic Salon', 'merchant_name_confidence_score': 30}"
47
+ SHARAF DG LLC DUBAI AE,"{'transaction_description': 'SHARAF DG LLC DUBAI AE', 'cleaned_description': 'Sharaf DG LLC', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Sharaf DG', 'merchant_name_confidence_score': 100}","{'transaction_description': 'SHARAF DG LLC DUBAI AE', 'cleaned_description': 'Sharaf', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Sharaf', 'merchant_name_confidence_score': 30}"
48
+ POS-14/06/24-MR PASTRIES,"{'transaction_description': 'POS 14/06/24 MR PASTRIES', 'cleaned_description': 'Mr Pastries', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Mr Pastries', 'merchant_name_confidence_score': 100}","{'transaction_description': 'POS-14/06/24-MR PASTRIES', 'cleaned_description': 'Pastries', 'cleaned_description_confidence_score': 40, 'merchant_name': 'Pastries', 'merchant_name_confidence_score': 40}"
49
+ "ADDRESS BEACH RESORT, DUBAI, AE","{'transaction_description': 'Payment to ADDRESS BEACH RESORT, Dubai', 'cleaned_description': 'Address Beach Resort', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Address Beach Resort', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Some other business DUBAI, AE', 'cleaned_description': 'Other Business', 'cleaned_description_confidence_score': 5, 'merchant_name': 'Some other business', 'merchant_name_confidence_score': 5}"
50
+ "PlayStation Network, LONDON, GB","{'transaction_description': 'PlayStation Network Wallet Top-up', 'cleaned_description': 'Playstation Network', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Playstation', 'merchant_name_confidence_score': 100}","{'transaction_description': 'PlayStation Network, LONDON, GB', 'cleaned_description': 'Entertainment', 'cleaned_description_confidence_score': 10, 'merchant_name': 'Unknown', 'merchant_name_confidence_score': 10}"
51
+ "BASKIN ROBBINS, DUBAI, AE","{'transaction_description': 'BASKIN ROBBINS, DUBAI, AE', 'cleaned_description': 'Baskin Robbins', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Baskin Robbins', 'merchant_name_confidence_score': 100}","{'transaction_description': 'BASKIN ROBBINS, DUBAI, AE', 'cleaned_description': 'Ice Cream Shop', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Generic Ice Cream', 'merchant_name_confidence_score': 30}"
52
+ NEW WEST ZONE SUPERMAR Card purchase ,"{'transaction_description': 'NEW WEST ZONE SUPERMAR Card purchase', 'cleaned_description': 'New West Zone Supermarket', 'cleaned_description_confidence_score': 95, 'merchant_name': 'New West Zone Supermarket', 'merchant_name_confidence_score': 95}","{'transaction_description': 'NEW WEST ZONE Card purchase', 'cleaned_description': 'West Zone', 'cleaned_description_confidence_score': 40, 'merchant_name': 'West Zone', 'merchant_name_confidence_score': 40}"
53
+ ONE SHOT SHOPIFY,"{'transaction_description': 'ONE SHOT SHOPIFY PAYMENT', 'cleaned_description': 'One Shot Shopify', 'cleaned_description_confidence_score': 95, 'merchant_name': 'One Shot Shopify', 'merchant_name_confidence_score': 95}","{'transaction_description': 'ONE SHOT SHOPIFY TRAINING', 'cleaned_description': 'One Shot Training', 'cleaned_description_confidence_score': 40, 'merchant_name': 'One Shot', 'merchant_name_confidence_score': 40}"
54
+ POS-25/06/24-PETZONE LLC,"{'transaction_description': 'POS-25/06/24-PETZONE LLC', 'cleaned_description': 'Petzone LLC', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Petzone', 'merchant_name_confidence_score': 100}","{'transaction_description': 'POS-25/06/24-PETZONE LLC', 'cleaned_description': 'Online Pet Supplies', 'cleaned_description_confidence_score': 20, 'merchant_name': 'Generic Pet Store', 'merchant_name_confidence_score': 10}"
55
+ KRISPY KREME SOUQ EXTR DUBAI ARE,"{'transaction_description': 'KRISPY KREME SOUQ EXTR DUBAI ARE', 'cleaned_description': 'Krispy Kreme Souq', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Krispy Kreme', 'merchant_name_confidence_score': 100}","{'transaction_description': 'KRISPY SOUQ EXTRA DUBAI ARE', 'cleaned_description': 'Krispy Kreme Souq', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Krispy Kreme', 'merchant_name_confidence_score': 60}"
56
+ CAREEM RIDE Dubai AE,"{'transaction_description': 'CAREEM RIDE Dubai AE', 'cleaned_description': 'Careem Ride', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Careem', 'merchant_name_confidence_score': 100}","{'transaction_description': 'CAREEM RIDE Dubai AE', 'cleaned_description': 'Ride', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Ride Services', 'merchant_name_confidence_score': 40}"
57
+ OVERLIMIT FEE,"{'transaction_description': 'O/L Fee', 'cleaned_description': 'Overlimit Fee', 'cleaned_description_confidence_score': 85, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Fee', 'cleaned_description': 'Fee', 'cleaned_description_confidence_score': 20, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}"
58
+ BLOOMINGDALES E-commerce,"{'transaction_description': 'Bloomingdales.com Purchase', 'cleaned_description': 'Bloomingdales', 'cleaned_description_confidence_score': 98, 'merchant_name': 'Bloomingdales', 'merchant_name_confidence_score': 100}","{'transaction_description': 'BLOOMINGDALES E-commerce/something else', 'cleaned_description': 'Something Else', 'cleaned_description_confidence_score': 10, 'merchant_name': 'Something Else', 'merchant_name_confidence_score': 10}"
59
+ FOREIGN TRANSACTION FEE,"{'transaction_description': 'FOREIGN TRANSACTION FEE', 'cleaned_description': 'Foreign Transaction Fee', 'cleaned_description_confidence_score': 100, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}","{'transaction_description': 'FOREIGN TRANSACTION FEE (ATM Withdrawal)', 'cleaned_description': 'ATM Withdrawal', 'cleaned_description_confidence_score': 30, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}"
60
+ POS-06/08/24-ENOC SITE 1083,"{'transaction_description': 'POS-06/08/24-ENOC SITE 1083', 'cleaned_description': 'Enoc Site 1083', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Enoc', 'merchant_name_confidence_score': 100}","{'transaction_description': 'POS-06/08/24-ENOC SITE 1083', 'cleaned_description': 'Enoc', 'cleaned_description_confidence_score': 70, 'merchant_name': 'Enoc', 'merchant_name_confidence_score': 100}"
61
+ KCAL HEALTHY FASTFOOD DUBAI AE,"{'transaction_description': 'Visa Purchase KCAL HEALTHY FASTFOOD DUBAI AE', 'cleaned_description': 'Kcal Healthy Fastfood', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Kcal', 'merchant_name_confidence_score': 100}","{'transaction_description': 'KCAL HEALTHY', 'cleaned_description': 'Healthy Food', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Healthy Food Store', 'merchant_name_confidence_score': 30}"
62
+ DU NO.-97145767112; E-commerce,"{'transaction_description': 'DU recharge - 97145767112 online', 'cleaned_description': 'Du', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Du', 'merchant_name_confidence_score': 100}","{'transaction_description': 'DU NO.-97145767112; E-commerce', 'cleaned_description': None, 'cleaned_description_confidence_score': 0, 'merchant_name': None, 'merchant_name_confidence_score': 0}"
63
+ "ABAT JOUR BISTRO, DUBAI, AE","{'transaction_description': 'ABAT JOUR BISTRO, DUBAI, AE', 'cleaned_description': 'Abat Jour Bistro', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Abat Jour Bistro', 'merchant_name_confidence_score': 95}","{'transaction_description': 'ABAT JOUR, DUBAI, AE', 'cleaned_description': 'Abat Jour', 'cleaned_description_confidence_score': 70, 'merchant_name': 'Abat Jour', 'merchant_name_confidence_score': 70}"
64
+ AD PORT - MAQTA GATEWA E-commerce,"{'transaction_description': 'AD PORT MAQTA GATEWA Online Transaction', 'cleaned_description': 'AD Port', 'cleaned_description_confidence_score': 98, 'merchant_name': 'AD Port', 'merchant_name_confidence_score': 100}","{'transaction_description': 'AD PORT - MAQTA GATEWA E-commerce Fee', 'cleaned_description': 'AD Port Fee', 'cleaned_description_confidence_score': 60, 'merchant_name': 'AD Port', 'merchant_name_confidence_score': 60}"
65
+ Visa Purchase : 259 0722 731357 NOON ECOMMERCE DAILY AED DUBAI AED 33.95 0722,"{'transaction_description': 'Noon Ecommerce Daily Visa 731357', 'cleaned_description': 'Noon Ecommerce Daily', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Noon', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Visa Purchase : 259 0722 731357 NOON DAILY AED DUBAI AED 33.95', 'cleaned_description': 'Noon Daily', 'cleaned_description_confidence_score': 90, 'merchant_name': 'Noon Daily', 'merchant_name_confidence_score': 90}"
66
+ PASTEL RESTAURAN-82580 Card purchase ,"{'transaction_description': 'PASTEL RESTAURANT Card purchase', 'cleaned_description': 'Pastel Restaurant', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Pastel Restaurant', 'merchant_name_confidence_score': 100}","{'transaction_description': 'PASTEL RESTAURAN-82580 Card purchase', 'cleaned_description': 'Pastel', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Pastel', 'merchant_name_confidence_score': 60}"
67
+ Visa Purchase : 259 0722 771459 FOUR SQUARE CAFE AND REST AED DUBAI AED 3.5 0722,"{'transaction_description': 'Visa Purchase: 07/22 FOUR SQUARE CAFE AED 3.5', 'cleaned_description': 'Four Square Café and Restaurant', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Four Square Café and Restaurant', 'merchant_name_confidence_score': 95}","{'transaction_description': 'Visa Purchase : 259 0722 771459 FOUR SQUARE CAFE AND REST AED DUBAI AED 3.5 0722', 'cleaned_description': 'Restaurant Dubai', 'cleaned_description_confidence_score': 10, 'merchant_name': 'Dubai Restaurant', 'merchant_name_confidence_score': 10}"
68
+ Account Debited Insurance Charges Due-HAD020747MES11572592 BILLDT-26-08-2024 FONREFID- PRODCODE-N70#SCHMEID-1236,"{'transaction_description': 'Debit: Insurance Charges - HAD020747MES11572592 BILLDT-26/08/2024', 'cleaned_description': 'Account Debited Insurance Charges', 'cleaned_description_confidence_score': 90, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Account Debited: Misc Charges Due-HAD020747MES11572592 BILLDT-26-08-2024', 'cleaned_description': 'Misc Charges', 'cleaned_description_confidence_score': 30, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}"
69
+ Visa Purchase : 259 0728 631196 ROAD AND TRANSPORT AUTD AED UBAI D AED 20 0728,"{'transaction_description': 'Visa Purchase : 259 0728 631196 ROAD AND TRANSPORT AUTD AED DUBAI AED 20 0728', 'cleaned_description': 'Road and Transport Authority', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Road and Transport Authority (RTA)', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Visa Purchase : 259 0728 631196 ROAD AND TRANSPORT AUTD AED UBAI AED 20 0728', 'cleaned_description': 'Transportation', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Transportation Services', 'merchant_name_confidence_score': 30}"
70
+ Instant Transfer FT241592FB5G Own Account Transfer,"{'transaction_description': 'Instant Transfer to Self FT241592FB5G Own Account Transfer', 'cleaned_description': 'Own Account Transfer', 'cleaned_description_confidence_score': 100, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Instant Transfer FT241592FB5G Own Account', 'cleaned_description': 'Account', 'cleaned_description_confidence_score': 20, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}"
71
+ TIPS & TOES BEAUTY AND DUBAI 784,"{'transaction_description': 'Visa Purchase TIPS & TOES BEAUTY AND DUBAI', 'cleaned_description': 'Tips & Toes Beauty', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Tips & Toes', 'merchant_name_confidence_score': 100}","{'transaction_description': 'TIPS & TOES BEAUTY AND DUBAI 784', 'cleaned_description': 'Beauty Salon Dubai', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Dubai Salon', 'merchant_name_confidence_score': 30}"
72
+ POS-07/07/24-DECATHLON 23546ahfg,"{'transaction_description': 'POS-07/07/24-DECATHLON 23546', 'cleaned_description': 'Decathlon', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Decathlon', 'merchant_name_confidence_score': 100}","{'transaction_description': 'POS-07/07/24-DECAT 23546ahfg', 'cleaned_description': 'Decat', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Decat', 'merchant_name_confidence_score': 30}"
73
+ KRISPY KREME SOUQ EXTR DUBAI ARE,"{'transaction_description': 'KRISPY KREME - SOUQ BRANCH DUBAI', 'cleaned_description': 'Krispy Kreme Souq', 'cleaned_description_confidence_score': 96, 'merchant_name': 'Krispy Kreme', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Krispy Kreme SOUQ DUBAI FOOD', 'cleaned_description': 'Krispy Kreme Souq Food', 'cleaned_description_confidence_score': 50, 'merchant_name': 'Krispy Kreme', 'merchant_name_confidence_score': 50}"
74
+ Card Payment Received CC NO.-403432*******3045 RMA REF NO.-EBIE1ED89CBF176,"{'transaction_description': 'Card Payment Received CC NO.-403432*******3045 RMA REF NO.-EBIE1ED89CBF176', 'cleaned_description': 'Card Payment Received', 'cleaned_description_confidence_score': 100, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Card Payment Received CC NO.-403432*******3045 RMA REF NO.-EBIE1ED89CBF176 Possibly a refund', 'cleaned_description': 'Refund', 'cleaned_description_confidence_score': 60, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}"
75
+ ENOC SITE 1604 DUBAI UAE,"{'transaction_description': 'ENOC SITE 1604 - DUBAI', 'cleaned_description': 'ENOC Site 1604', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Enoc', 'merchant_name_confidence_score': 100}","{'transaction_description': 'ENOC Unknown SITE DUBAI', 'cleaned_description': 'ENOC Unknown Site', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Enoc', 'merchant_name_confidence_score': 60}"
76
+ PUR 03/08 Fresha Dubai 3553,"{'transaction_description': 'Fresha Dubai PUR 0803 Transaction #3553', 'cleaned_description': 'Fresha', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Fresha', 'merchant_name_confidence_score': 100}","{'transaction_description': 'PUR 03/08 Fresha Dubai 3553', 'cleaned_description': 'Hair Salon', 'cleaned_description_confidence_score': 40, 'merchant_name': 'Unknown Salon', 'merchant_name_confidence_score': 40}"
77
+ BRANDS FOR LESS LLC BF Card purchase ,"{'transaction_description': 'BRANDS FOR LESS LLC BF Card purchase', 'cleaned_description': 'Brands for Less LLC', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Brands for Less', 'merchant_name_confidence_score': 100}","{'transaction_description': 'BRANDS FOR LESS LLC BF Card purchase', 'cleaned_description': 'Brands', 'cleaned_description_confidence_score': 20, 'merchant_name': 'Brands', 'merchant_name_confidence_score': 20}"
78
+ EPPCO SITE 1071 Card purchase ,"{'transaction_description': 'EPPCO SITE 1071 Card purchase', 'cleaned_description': 'Eppco Site 1071', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Eppco', 'merchant_name_confidence_score': 100}","{'transaction_description': 'EPPCO SITE 1071 Card purchase', 'cleaned_description': 'Eppco', 'cleaned_description_confidence_score': 70, 'merchant_name': 'Eppco', 'merchant_name_confidence_score': 70}"
79
+ AL ZAHRA HOSPITAL DUBA Card purchase ,"{'transaction_description': 'AL ZAHRA HOSPITAL DUBAI - Medical Bill Payment', 'cleaned_description': 'Al Zahra Hospital', 'cleaned_description_confidence_score': 99, 'merchant_name': 'Al Zahra Hospital', 'merchant_name_confidence_score': 100}","{'transaction_description': 'AL ZAHRA HOSPITAL DUBAI Card purchase - Unknown Dept', 'cleaned_description': 'Al Zahra Hospital - Department', 'cleaned_description_confidence_score': 40, 'merchant_name': 'Al Zahra Hospital', 'merchant_name_confidence_score': 70}"
80
+ POS-12/07/24-THE TARTEEB GENTS SALON,"{'transaction_description': 'POS 12/07/24 THE TARTEEB GENTS SALON', 'cleaned_description': 'The Tarteeb Gents Salon', 'cleaned_description_confidence_score': 100, 'merchant_name': 'The Tarteeb Gents Salon', 'merchant_name_confidence_score': 100}","{'transaction_description': 'POS-12/07/24-THE TARTEEB GENTS', 'cleaned_description': 'The Tarteeb', 'cleaned_description_confidence_score': 60, 'merchant_name': 'The Tarteeb', 'merchant_name_confidence_score': 60}"
81
+ Visa Purchase : 259 0513 837988 NOON FOOD AED DUBAI AED 33.99 0513,"{'transaction_description': 'Purchase - NOON FOOD - Dubai - AED 33.99', 'cleaned_description': 'Noon Food', 'cleaned_description_confidence_score': 98, 'merchant_name': 'Noon', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Visa Purchase : 259 0513 837988 NOON AED DUBAI AED 33.99 0513', 'cleaned_description': 'Restaurant', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Noon', 'merchant_name_confidence_score': 30}"
82
+ AWAFI VENDING LLC. Card purchase ,"{'transaction_description': 'Purchase - AWAFI VENDING LLC.', 'cleaned_description': 'Awafi Vending LLC', 'cleaned_description_confidence_score': 98, 'merchant_name': 'Awafi Vending', 'merchant_name_confidence_score': 100}","{'transaction_description': 'AWAFI VENDING LLC. Card purchase possible scam', 'cleaned_description': 'Possible Scam', 'cleaned_description_confidence_score': 10, 'merchant_name': 'Scam', 'merchant_name_confidence_score': 10}"
83
+ "ABAT JOUR BISTRO, DUBAI, AE","{'transaction_description': 'ABAT JOUR BISTRO DUBAI AE', 'cleaned_description': 'Abat Jour Bistro', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Abat Jour Bistro', 'merchant_name_confidence_score': 100}","{'transaction_description': 'ABAT JOUR BISTRO, some other text', 'cleaned_description': 'Abat', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Abat', 'merchant_name_confidence_score': 30}"
84
+ OVERLIMIT FEE,"{'transaction_description': 'Overlimit Fee Charged', 'cleaned_description': 'Overlimit Fee', 'cleaned_description_confidence_score': 95, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}","{'transaction_description': 'OVERLIMIT FEE - Possible Fraud', 'cleaned_description': 'Fraud Alert', 'cleaned_description_confidence_score': 40, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}"
85
+ LULULEMON ATHELETICA DUBAI,"{'transaction_description': 'LULULEMON ATHELETICA - DUBAI', 'cleaned_description': 'Lululemon Athletica Dubai', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Lululemon', 'merchant_name_confidence_score': 100}","{'transaction_description': 'LULULEMON ATHELETICA ONLINE', 'cleaned_description': 'Lululemon Athletica', 'cleaned_description_confidence_score': 70, 'merchant_name': 'Lululemon', 'merchant_name_confidence_score': 80}"
86
+ CAPTAIN TALIPAPA RESTA Card purchase ,"{'transaction_description': 'Purchase at CAPTAIN TALIPAPA', 'cleaned_description': 'Captain Talipapa Restaurant', 'cleaned_description_confidence_score': 90, 'merchant_name': 'Captain Talipapa', 'merchant_name_confidence_score': 100}","{'transaction_description': 'CAPTAIN TALIPAPA RESTA souvenir shop Card purchase', 'cleaned_description': 'Captain Talipapa Souvenirs', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Captain Talipapa', 'merchant_name_confidence_score': 60}"
87
+ JOGA JUICE DUBAI 784,"{'transaction_description': 'JOGA JUICE DUBAI 784', 'cleaned_description': 'Joga Juice', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Joga Juice', 'merchant_name_confidence_score': 100}","{'transaction_description': 'JOGA JUICE DUBAI 784', 'cleaned_description': 'Juice', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Juice Bar', 'merchant_name_confidence_score': 30}"
88
+ Visa Purchase : 259 0514 193613 MEDSHOP GARDEN PHARMACY AED DUBAI AED 32 0514,"{'transaction_description': 'Visa Purchase : 259 0514 193613 MEDSHOP GARDEN PHARMACY - DUBAI AED 32 0514', 'cleaned_description': 'Medshop Garden Pharmacy', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Medshop Garden Pharmacy', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Visa Purchase : 259 0514 193613 MEDSHOP AED DUBAI AED 32 0514', 'cleaned_description': 'Medshop', 'cleaned_description_confidence_score': 40, 'merchant_name': 'Medshop', 'merchant_name_confidence_score': 40}"
89
+ POS-26/04/24-TO THE MOON AND BACK C,"{'transaction_description': 'TO THE MOON AND BACK C - POS-28/04/24', 'cleaned_description': 'To the Moon and Back', 'cleaned_description_confidence_score': 90, 'merchant_name': 'To the Moon and Back', 'merchant_name_confidence_score': 90}","{'transaction_description': 'POS-26/04/24-TO THE MOON AND BACK C', 'cleaned_description': 'To the Moon', 'cleaned_description_confidence_score': 30, 'merchant_name': 'To the Moon', 'merchant_name_confidence_score': 30}"
90
+ "Zira Restaurant FZ LLC, Dubai, AE","{'transaction_description': 'Zira Restaurant FZ LLC, Dubai, AE', 'cleaned_description': 'Zira Restaurant', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Zira Restaurant', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Zira Restaurant FZ LLC, Dubai, AE Food', 'cleaned_description': 'Zira Food', 'cleaned_description_confidence_score': 40, 'merchant_name': 'Zira', 'merchant_name_confidence_score': 40}"
91
+ "ARAB COAST LAUNDRY, AL AIN, AE","{'transaction_description': 'Arab Coast Laundry - Al Ain, UAE', 'cleaned_description': 'Arab Coast Laundry', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Arab Coast Laundry', 'merchant_name_confidence_score': 100}","{'transaction_description': 'ARAB COAST LAUNDRY, AL AIN, AE', 'cleaned_description': 'Arab Coast', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Arab Coast', 'merchant_name_confidence_score': 60}"
92
+ TUDO MART SUPERMARKET Card purchase ,"{'transaction_description': 'Card purchase at TUDO MART SUPERMARKET', 'cleaned_description': 'Tudo Mart Supermarket', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Tudo Mart Supermarket', 'merchant_name_confidence_score': 100}","{'transaction_description': 'TUDO MART SUPERMARKET Card purchase', 'cleaned_description': 'Grocery Store', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Unknown Merchant', 'merchant_name_confidence_score': 10}"
93
+ PUR 03/08 Roxy Dubai DUBAI 3553,"{'transaction_description': 'Debit Card Payment Roxy Dubai 03/08 DUBAI 35.53', 'cleaned_description': 'Roxy Dubai', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Roxy Cinemas', 'merchant_name_confidence_score': 100}","{'transaction_description': 'PUR 03/08 Roxy Cafe Dubai DUBAI 3553', 'cleaned_description': 'Roxy Cafe', 'cleaned_description_confidence_score': 80, 'merchant_name': 'Roxy Cafe', 'merchant_name_confidence_score': 80}"
94
+ www.instashop.com E-commerce,"{'transaction_description': 'Instashop E-commerce Purchase', 'cleaned_description': 'www.instashop.com', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Instashop', 'merchant_name_confidence_score': 100}","{'transaction_description': 'www.instashop.com E-commerce', 'cleaned_description': 'E-commerce', 'cleaned_description_confidence_score': 30, 'merchant_name': 'E-commerce', 'merchant_name_confidence_score': 30}"
95
+ RICEMEUP COFFEE SHOP Card purchase ,"{'transaction_description': 'RICEMEUP COFFEE SHOP Card purchase', 'cleaned_description': 'Ricemeup Coffee Shop', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Ricemeup Coffee Shop', 'merchant_name_confidence_score': 100}","{'transaction_description': 'RICEMEUP COFFEE SHOP Card purchase', 'cleaned_description': 'Coffee Shop', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Coffee Shop', 'merchant_name_confidence_score': 30}"
96
+ PUR 30/07 LIFE PHARM ABU DHABI 3553,"{'transaction_description': '30/07/2024 LIFE PHARM - ABU DHABI - PURCHASE', 'cleaned_description': 'Life Phamacy Abu Dhabi', 'cleaned_description_confidence_score': 85, 'merchant_name': 'Life Pharmacy', 'merchant_name_confidence_score': 100}","{'transaction_description': 'PUR 30/07 ANOTHER PHARM ABU DHABI 3553', 'cleaned_description': 'Another Pharmacy Abu Dhabi', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Another Pharmacy', 'merchant_name_confidence_score': 60}"
97
+ "Etisalat Digital App, Abu Dhabi, AE","{'transaction_description': 'Etisalat Digital App Payment, Abu Dhabi, AE', 'cleaned_description': 'Etisalat Digital App', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Etisalat', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Etisalat Digital App, Abu Dhabi, AE', 'cleaned_description': 'Telecom Services', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Telecom', 'merchant_name_confidence_score': 30}"
98
+ "MCDONALDS-DFC-54189, DUBAI, AE","{'transaction_description': 'MCDONALDS DFC - Order #7892, Dubai', 'cleaned_description': 'Mcdonalds-DFC', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Mcdonalds', 'merchant_name_confidence_score': 100}","{'transaction_description': 'MCDONALDS-DFC-54189, DUBAI, AE', 'cleaned_description': 'Mcdonalds', 'cleaned_description_confidence_score': 70, 'merchant_name': 'Mcdonalds', 'merchant_name_confidence_score': 70}"
99
+ Credit Card Payment FT2416481D2F,"{'transaction_description': 'Credit Card Payment FT2416481D3A', 'cleaned_description': 'Credit Card Payment', 'cleaned_description_confidence_score': 100, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Credit Card Payment FT2416481D2F (External Transfer)', 'cleaned_description': 'External Transfer', 'cleaned_description_confidence_score': 30, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}"
100
+ DENTISTREE DENTAL CLIN Card purchase ,"{'transaction_description': 'DENTISTREE DENTAL CLIN - Payment Received', 'cleaned_description': 'Dentistree Dental Clinic', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Dentistree Dental Clinic', 'merchant_name_confidence_score': 100}","{'transaction_description': 'DENTISTREE CLIN', 'cleaned_description': 'Dentistree', 'cleaned_description_confidence_score': 70, 'merchant_name': 'Dentistree', 'merchant_name_confidence_score': 70}"
101
+ DENTISTREE DENTAL CLIN Card purchase ,"{'transaction_description': 'Card purchase at DENTISTREE DENTAL CLIN', 'cleaned_description': 'Dentistree Dental Clinic', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Dentistree Dental Clinic', 'merchant_name_confidence_score': 100}","{'transaction_description': 'DENTISTREE DENTAL Card purchase', 'cleaned_description': 'Dentistree', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Dentistree', 'merchant_name_confidence_score': 60}"
102
+ POS-12/07/24-EMIRATES RED CRESCENT,"{'transaction_description': 'POS-13/07/24-EMIRATES RED CRESCENT', 'cleaned_description': 'Emirates Red Crescent', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Emirates Red Crescent', 'merchant_name_confidence_score': 100}","{'transaction_description': 'POS-12/07/24-EMIRATES RED CRESC', 'cleaned_description': 'Emirates Red Cresc', 'cleaned_description_confidence_score': 70, 'merchant_name': 'Emirates Red Cresc', 'merchant_name_confidence_score': 70}"
103
+ POS-10/07/24-STARBUCKS CC 4425,"{'transaction_description': 'POS-10/07/24-STARBUCKS CC 4425', 'cleaned_description': 'Starbucks', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Starbucks', 'merchant_name_confidence_score': 100}","{'transaction_description': 'POS-10/07/24-STARBUCKS CC 4425', 'cleaned_description': 'Coffee Shop', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Coffee Shop', 'merchant_name_confidence_score': 60}"
104
+ PRO BAR CATERING SERVICESDUBAI 784,"{'transaction_description': 'PURCHASE - PRO BAR CATERING SERVICES DUBAI', 'cleaned_description': 'Pro Bar Catering Services', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Pro Bar Catering Services', 'merchant_name_confidence_score': 95}","{'transaction_description': 'PRO BAR SERVICESDUBAI 784', 'cleaned_description': 'Pro Bar', 'cleaned_description_confidence_score': 70, 'merchant_name': 'Pro Bar', 'merchant_name_confidence_score': 70}"
105
+ URBAN FOODS Card purchase ,"{'transaction_description': 'Card purchase at URBAN FOODS', 'cleaned_description': 'Urban Foods', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Urban Foods', 'merchant_name_confidence_score': 100}","{'transaction_description': 'URBAN FOODS DELIVERY', 'cleaned_description': 'Delivery', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Delivery Service', 'merchant_name_confidence_score': 30}"
106
+ DENTISTREE DENTAL CLIN Card purchase ,"{'transaction_description': 'DENTISTREE DENTAL CLIN - Payment received', 'cleaned_description': 'Dentistree Dental Clinic', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Dentistree Dental Clinic', 'merchant_name_confidence_score': 100}","{'transaction_description': 'DENTISTREE DENTAL CLIN SUPPLIES Card purchase', 'cleaned_description': 'Dentistree Dental Supplies', 'cleaned_description_confidence_score': 40, 'merchant_name': 'Dentistree Dental Supplies', 'merchant_name_confidence_score': 40}"
107
+ PUR 29/06 ZARA DUBAI 3553,"{'transaction_description': 'PUR 30/06 ZARA DUBAI 3553', 'cleaned_description': 'Zara Dubai', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Zara', 'merchant_name_confidence_score': 100}","{'transaction_description': 'PUR 29/06 ZARA DUBAI 3553', 'cleaned_description': 'Zara', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Zara', 'merchant_name_confidence_score': 100}"
108
+ POS-12/08/24-eToro ME LTD,"{'transaction_description': 'POS 12/08/2024 eToro ME LTD', 'cleaned_description': 'e-Toro ME Ltd.', 'cleaned_description_confidence_score': 100, 'merchant_name': 'e-Toro', 'merchant_name_confidence_score': 100}","{'transaction_description': 'POS-12/08/24-eToro ME LTD Finance', 'cleaned_description': 'e-Toro Finance', 'cleaned_description_confidence_score': 60, 'merchant_name': 'e-Toro Finance', 'merchant_name_confidence_score': 60}"
109
+ AL ZAHRA HOSPITAL DUBA Card purchase ,"{'transaction_description': 'AL ZAHRA HOSPITAL - Outpatient Services', 'cleaned_description': 'Al Zahra Hospital', 'cleaned_description_confidence_score': 99, 'merchant_name': 'Al Zahra Hospital', 'merchant_name_confidence_score': 100}","{'transaction_description': 'AL ZAHRA DUBAI - Ref 234987 - DR. SMITH CONSULT', 'cleaned_description': 'Dr. Smith', 'cleaned_description_confidence_score': 25, 'merchant_name': 'Dr. Smith', 'merchant_name_confidence_score': 25}"
110
+ DUBAI GOLF LLC,"{'transaction_description': 'Purchase at DUBAI GOLF LLC', 'cleaned_description': 'Dubai Golf LLC', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Dubai Golf', 'merchant_name_confidence_score': 100}","{'transaction_description': 'GOLF LLC', 'cleaned_description': 'Golf LLC', 'cleaned_description_confidence_score': 70, 'merchant_name': 'Golf LLC', 'merchant_name_confidence_score': 70}"
111
+ "APPLE.COM/BILL, ITUNES.COM, IE","{'transaction_description': 'APPLE.COM/BILL', 'cleaned_description': 'Apple.com', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Apple', 'merchant_name_confidence_score': 100}","{'transaction_description': 'RANDOM PURCHASE', 'cleaned_description': 'Random Purchase', 'cleaned_description_confidence_score': 10, 'merchant_name': 'Unknown', 'merchant_name_confidence_score': 10}"
112
+ EMARAT 5341 NEW ALRAED Card purchase ,"{'transaction_description': 'EMARAT 5341 AL RAED NEW Card purchase', 'cleaned_description': 'Emarat 5341', 'cleaned_description_confidence_score': 90, 'merchant_name': 'Emarat', 'merchant_name_confidence_score': 100}","{'transaction_description': 'EMARAT 5341 NEW ALRAED Card purchase at Carrefour', 'cleaned_description': 'Carrefour', 'cleaned_description_confidence_score': 20, 'merchant_name': 'Carrefour', 'merchant_name_confidence_score': 30}"
113
+ "Zira Restaurant FZ LLC, Dubai, AE","{'transaction_description': 'Zira Restaurant FZ LLC', 'cleaned_description': 'Zira Restaurant', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Zira Restaurant', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Online Payment Restaurant Dubai', 'cleaned_description': 'Restaurant', 'cleaned_description_confidence_score': 10, 'merchant_name': 'Restaurant', 'merchant_name_confidence_score': 10}"
114
+ "EPPCO SITE 64, DUBAI, AE","{'transaction_description': 'Visa Purchase EPPCO SITE 64, DUBAI, AE', 'cleaned_description': 'Eppco Site 64', 'cleaned_description_confidence_score': 90, 'merchant_name': 'Eppco', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Random Text EPPCO Unknown SITE, DUBAI, AE', 'cleaned_description': 'Eppco Unknown Site', 'cleaned_description_confidence_score': 40, 'merchant_name': 'Unknown', 'merchant_name_confidence_score': 40}"
115
+ MICRIS DENTAL CLINIC LLC DUBAI 784,"{'transaction_description': 'Visa Debit MICRIS DENTAL CLINIC LLC - DUBAI', 'cleaned_description': 'Micris Dental Clinic LLC', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Micris Dental Clinic', 'merchant_name_confidence_score': 100}","{'transaction_description': 'MICRIS DENTAL CLINIC LLC DUBAI 784', 'cleaned_description': 'Micris Clinic', 'cleaned_description_confidence_score': 70, 'merchant_name': 'Micris', 'merchant_name_confidence_score': 70}"
116
+ Visa Purchase : 259 0725 619088 EMERALD MINI MART LLC AED DUBAI AED 4.5 0725,"{'transaction_description': 'Visa Purchase : 259 0725 619088 EMERALD MINI MART LLC AED DUBAI AED 4.5 0725', 'cleaned_description': 'Emerald Mini Mart LLC', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Emerald Mini Mart', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Visa Purchase : 259 0725 619088 EMERALD MINI MART LLC AED DUBAI AED 4.5 0725', 'cleaned_description': 'Mini Mart', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Mini Mart', 'merchant_name_confidence_score': 30}"
117
+ Visa Purchase : 259 0603 823225 DUBAI SMART GOVERNMENT ES AED DUBAI AE AED 252.22 0603,"{'transaction_description': 'Visa Purchase : 259 0603 823225 DUBAI SMART GOVERNMENT ES AED DUBAI AE AED 252.22', 'cleaned_description': 'Dubai Smart Government', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Dubai Smart Government', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Visa Purchase : 259 0603 823225 DUBAI SMART GOVERNMENT ES AED DUBAI AE AED 252.22 0603', 'cleaned_description': 'Dubai Government', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Dubai Government', 'merchant_name_confidence_score': 60}"
118
+ KCAL HEALTHY FASTFOOD DUBAI AE,"{'transaction_description': 'KCAL HEALTHY FASTFOOD - DUBAI', 'cleaned_description': 'Kcal Healthy Fastfood', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Kcal', 'merchant_name_confidence_score': 100}","{'transaction_description': 'KCAL HEALTHY FASTFOOD DUBAI AE CASH', 'cleaned_description': 'Healthy Food', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Healthy Food AE', 'merchant_name_confidence_score': 30}"
119
+ Visa Purchase : 259 0725 45636 HOTEL AT BOOKING.COM AED AMSTERDAM AED 373.12 8967,"{'transaction_description': 'Visa Purchase : 259 0725 45636 HOTEL AT BOOKING.COM AED AMSTERDAM AED 373.12 8967', 'cleaned_description': 'Hotel at booking.com', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Booking.com', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Visa Purchase : 259 0725 45636 HOTEL AT BOOKING.COM AED AMSTERDAM AED 373.12 8967', 'cleaned_description': 'Hotel Amsterdam', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Hotel', 'merchant_name_confidence_score': 30}"
120
+ PUR 30/07 LIFE PHARM ABU DHABI 3553,"{'transaction_description': 'PURCHASE 30/07 LIFE PHARM ABU DHABI 35.53 AED', 'cleaned_description': 'Life Phamacy Abu Dhabi', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Life Pharmacy', 'merchant_name_confidence_score': 100}","{'transaction_description': 'PUR 30/07 LIFE PHARM ABU DHABI 3553', 'cleaned_description': 'Life', 'cleaned_description_confidence_score': 20, 'merchant_name': 'Life', 'merchant_name_confidence_score': 20}"
121
+ Visa Purchase : 259 0513 837988 NOON FOOD AED DUBAI AED 33.99 0513,"{'transaction_description': 'NOON FOOD Visa Purchase 837988 AED 33.99', 'cleaned_description': 'Noon Food', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Noon', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Visa Purchase : 259 0513 837988 NOON MARKET AED DUBAI AED 33.99 0513', 'cleaned_description': 'Noon Market', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Noon', 'merchant_name_confidence_score': 60}"
122
+ AnnualFee VAT Charges,"{'transaction_description': 'Annual Fee VAT Charges', 'cleaned_description': 'AnnualFee VAT Charges', 'cleaned_description_confidence_score': 100, 'merchant_name': 'nan', 'merchant_name_confidence_score': 100}","{'transaction_description': 'AnnualFee VAT Charges Adjustment', 'cleaned_description': 'AnnualFee VAT Charges', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Adjustment', 'merchant_name_confidence_score': 20}"
123
+ EMIRATES62377400483-2 E-COMMERCE AE,"{'transaction_description': 'EMIRATES62377400483-2 E-COMMERCE AE', 'cleaned_description': 'Emirates', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Emirates', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Etihad Airways Flight Ticket', 'cleaned_description': 'Etihad', 'cleaned_description_confidence_score': 80, 'merchant_name': 'Etihad Airways', 'merchant_name_confidence_score': 80}"
124
+ "POS-PURCHASE;CARD NO.4439137244709971;INTERCONTINENTAL HEL CAIRO E. -07E:EG;361074 22-02-2023 612.40,EGP","{'transaction_description': 'POS-PURCHASE;CARD NO.443913******9971;INTERCONTINENTAL HEL CAIRO E. -07E:EG;361074 22-02-2023 612.40,EGP', 'cleaned_description': 'Intercontinental Hel Cairo', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Intercontinental', 'merchant_name_confidence_score': 100}","{'transaction_description': 'POS-PURCHASE;CARD NO.4439137244709971;INTERCONTINENTAL HEL CAIRO E. -07E:EG;361074 22-02-2023 612.40,EGP', 'cleaned_description': 'Continental Hel Cairo', 'cleaned_description_confidence_score': 40, 'merchant_name': 'Continental', 'merchant_name_confidence_score': 40}"
125
+ CHATGPT SUBSCRIPTION E-commerce,"{'transaction_description': 'ChatGPT Monthly Subscription - Online Payment', 'cleaned_description': 'ChatGPT Subscription', 'cleaned_description_confidence_score': 95, 'merchant_name': 'ChatGPT', 'merchant_name_confidence_score': 100}","{'transaction_description': 'GPT SUBSCRIPTION E-commerce', 'cleaned_description': 'GPT Subscription', 'cleaned_description_confidence_score': 40, 'merchant_name': 'GPT', 'merchant_name_confidence_score': 70}"
126
+ noon ONE subscription Dubai AE,"{'transaction_description': 'noon ONE subscription Dubai AE', 'cleaned_description': 'noon One Subscription', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Noon', 'merchant_name_confidence_score': 100}","{'transaction_description': 'noon ONE subscription Dubai AE', 'cleaned_description': 'Subscription', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Subscription Services', 'merchant_name_confidence_score': 30}"
127
+ FPINTERNATIONAL 003-82806 CASTLETOWN - 235.99 USD,"{'transaction_description': 'FPINTERNATIONAL 003-82806 CASTLETOWN - 235.99 USD', 'cleaned_description': 'FPInternational', 'cleaned_description_confidence_score': 95, 'merchant_name': 'FPInternational', 'merchant_name_confidence_score': 95}","{'transaction_description': 'FPINTERNATIONAL 003-82806 CASTLETOWN - 235.99 USD', 'cleaned_description': 'Castletown', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Castletown', 'merchant_name_confidence_score': 30}"
128
+ CARS TAXI SERVICES Card purchase ,"{'transaction_description': 'Card purchase for CARS TAXI SERVICES', 'cleaned_description': 'Cars Taxi Services', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Cars Taxi Services', 'merchant_name_confidence_score': 95}","{'transaction_description': 'CARS TAXI SERVICES Card purchase - possible car rental', 'cleaned_description': 'Car Rental', 'cleaned_description_confidence_score': 40, 'merchant_name': 'Cars', 'merchant_name_confidence_score': 60}"
129
+ "METRO TAXI, DUBAI, AE","{'transaction_description': 'Visa Purchase: METRO TAXI DUBAI AE', 'cleaned_description': 'Metro Taxi', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Metro Taxi', 'merchant_name_confidence_score': 100}","{'transaction_description': 'METRO DUBAI, AE', 'cleaned_description': 'Dubai Metro', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Dubai Metro', 'merchant_name_confidence_score': 60}"
130
+ "PlayStation Network, LONDON, GB","{'transaction_description': 'Sony PlayStation Network', 'cleaned_description': 'Playstation Network', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Playstation', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Sony Online Services', 'cleaned_description': 'Sony', 'cleaned_description_confidence_score': 50, 'merchant_name': 'Sony', 'merchant_name_confidence_score': 50}"
131
+ WAITROSE-FINE FARE Card purchase ,"{'transaction_description': 'Purchase at WAITROSE-FINE FARE', 'cleaned_description': 'Waitrose - Fine Fare', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Waitrose', 'merchant_name_confidence_score': 100}","{'transaction_description': 'WAITROSE CAFE', 'cleaned_description': 'Waitrose - Fine Fare', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Waitrose', 'merchant_name_confidence_score': 30}"
132
+ "POS-PURCHASE;CARD NO.4439137244709971;Headway Institute FZ Dubai:AE;348429 24-02-2023 1386.00,AED","{'transaction_description': 'POS-PURCHASE;CARD NO.443913******9971;Headway Institute FZ Dubai:AE;348429 24-02-2023 1386.00,AED', 'cleaned_description': 'Headway Institute FZ', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Headway Institute', 'merchant_name_confidence_score': 100}","{'transaction_description': 'POS-PURCHASE;CARD NO.4439137244709971;Headway Institute FZ Dubai:AE;348429 24-02-2023 1386.00,AED', 'cleaned_description': 'Headway', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Headway', 'merchant_name_confidence_score': 40}"
133
+ AL QANA CINEMA LLC ABU DHABI ARE;AL QANA CINEMA LLC ABU DHABI ARE,"{'transaction_description': 'AL QANA CINEMA - ABU DHABI', 'cleaned_description': 'Al Qana Cinema LLC', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Cinemacity AlQana', 'merchant_name_confidence_score': 95}","{'transaction_description': 'AL QANA CINEMA FOOD LLC ABU DHABI ARE', 'cleaned_description': 'Al Qana Cinema Food', 'cleaned_description_confidence_score': 70, 'merchant_name': 'Cinemacity AlQana Food', 'merchant_name_confidence_score': 70}"
134
+ "EXPRESSVPN.COM, NICOSIA, CY","{'transaction_description': 'EXPRESSVPN.COM NICOSIA CYPRUS', 'cleaned_description': 'expressvpn.com Nicosia', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Express VPN', 'merchant_name_confidence_score': 100}","{'transaction_description': 'EXPRESSVPN.COM, NICOSIA, CY', 'cleaned_description': 'expressvpn.com', 'cleaned_description_confidence_score': 70, 'merchant_name': 'Express', 'merchant_name_confidence_score': 70}"
135
+ Visa Purchase : 259 0513 837988 NOON FOOD AED DUBAI AED 33.99 0513,"{'transaction_description': 'Card Payment to NOON FOOD', 'cleaned_description': 'Noon Food', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Noon', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Cafe Food Visa Purchase : 259 0513 837988 AED DUBAI AED 33.99 0513', 'cleaned_description': 'Cafe Food', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Cafe', 'merchant_name_confidence_score': 30}"
136
+ Visa Purchase : 259 0722 771459 FOUR SQUARE CAFE AND REST AED DUBAI AED 3.5 0722,"{'transaction_description': 'Visa Purchase: FOUR SQUARE CAFE AND REST, DUBAI, AED 3.5', 'cleaned_description': 'Four Square Café and Restaurant', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Four Square Café and Restaurant', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Visa Purchase : 259 0722 771459 FOUR SQUARE CAFE AND REST AED DUBAI AED 3.5 0722', 'cleaned_description': 'Square Cafe', 'cleaned_description_confidence_score': 40, 'merchant_name': 'Square Cafe', 'merchant_name_confidence_score': 40}"
137
+ HAPPY LEMON COFFEE SHO Card purchase ,"{'transaction_description': 'Card purchase - HAPPY LEMON COFFEE SHOP', 'cleaned_description': 'Happy Lemon Coffee Shop', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Happy Lemon', 'merchant_name_confidence_score': 100}","{'transaction_description': 'HAPPY LEMON COFFEE SHOP Card purchase FOOD', 'cleaned_description': 'Happy Lemon Coffee Shop Food', 'cleaned_description_confidence_score': 70, 'merchant_name': 'Happy Lemon', 'merchant_name_confidence_score': 70}"
138
+ PAYONEER.COM 719918828 372,"{'transaction_description': 'PAYONEER.COM 719918828 372', 'cleaned_description': 'Payoneer.com', 'cleaned_description_confidence_score': 95, 'merchant_name': 'Payoneer', 'merchant_name_confidence_score': 100}","{'transaction_description': 'PAYONEER.COM 719918828 372', 'cleaned_description': 'Payment', 'cleaned_description_confidence_score': 30, 'merchant_name': 'Payment Services', 'merchant_name_confidence_score': 40}"
139
+ T CHOITHRAM AND SONS L Card purchase ,"{'transaction_description': 'CHOITHRAM AND SONS Supermarket Purchase', 'cleaned_description': 'Choitram and Sons', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Choitrams', 'merchant_name_confidence_score': 100}","{'transaction_description': 'T CHOITHRAM AND SONS L Card purchase', 'cleaned_description': 'Other Store', 'cleaned_description_confidence_score': 5, 'merchant_name': 'Other Store', 'merchant_name_confidence_score': 5}"
140
+ Visa Purchase : 259 0425 244485 VIP EXPRESS SUPERMARKE AED DUBAI AED 1.5 0425,"{'transaction_description': 'VIP EXPRESS SUPERMARKE - Visa 04/25 AED 1.5', 'cleaned_description': 'VIP Express Supermarket', 'cleaned_description_confidence_score': 98, 'merchant_name': 'VIP Express Supermarket', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Visa Purchase : 259 0425 244485 VIP EXPRESS SUPERMARKE AED DUBAI AED 1.5 0425', 'cleaned_description': 'VIP Express Supermarket Dubai', 'cleaned_description_confidence_score': 60, 'merchant_name': 'VIP Express', 'merchant_name_confidence_score': 60}"
141
+ DU NO.-97145767112; E-commerce,"{'transaction_description': 'DU Bill Payment - Ref: 97145767112', 'cleaned_description': 'Du', 'cleaned_description_confidence_score': 100, 'merchant_name': 'Du', 'merchant_name_confidence_score': 100}","{'transaction_description': 'Payment - 97145767112', 'cleaned_description': 'Payment', 'cleaned_description_confidence_score': 60, 'merchant_name': 'Unknown', 'merchant_name_confidence_score': 20}"
142
+ THE ZONE AMUSEMENT ARC Card purchase ,"{'transaction_description': 'Purchase at THE ZONE AMUSEMENT ARC', 'cleaned_description': 'The Zone Amusement Arcade', 'cleaned_description_confidence_score': 99, 'merchant_name': 'The Zone Arcade', 'merchant_name_confidence_score': 100}","{'transaction_description': 'THE ZONE AMUSEMENT ARC Cafe - Card Payment', 'cleaned_description': 'The Zone Cafe', 'cleaned_description_confidence_score': 75, 'merchant_name': 'The Zone', 'merchant_name_confidence_score': 80}"
train.csv ADDED
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