Upload 3 files

categories.json

@@ -0,0 +1,20 @@
+{
+  "categories": [
+    "Fuel",
+    "Income",
+    "Credit_Card_Payment",
+    "Entertainment",
+    "Shopping",
+    "Rent",
+    "Subscriptions",
+    "Healthcare",
+    "Groceries",
+    "Cash_Withdrawal",
+    "Loan_Payment",
+    "Utilities",
+    "Automotive",
+    "Online_Shopping",
+    "Dining_Out",
+    "Miscellaneous"
+  ]
+}

transactions.csv

@@ -0,0 +1,327 @@
+Account,Date,Amount,Description,Location,Category,
+A123,01/01/2023, 50.00, Grocery Shopping, New York, Groceries,
+B456,02/01/2023, 30.00, Gasoline Refill, Los Angeles, Fuel,
+C789,03/01/2023, 100.00, Restaurant Dinner, Chicago, Dining Out,
+A123,04/01/2023, 500.00, Paycheck Deposit, San Francisco, Income,
+B456,05/01/2023, 60.00, Phone Bill Payment, San Francisco, Utilities,
+C789,06/01/2023, 25.00, Coffee Shop - Coffee, Seattle, Dining Out,
+A123,07/01/2023, 800.00, Rent Payment, New York, Rent,
+B456,08/01/2023, 150.00, Online Shopping, Online, Shopping,
+C789,09/01/2023, 45.00, Pharmacy Purchase, Boston, Healthcare,
+A123,10/01/2023, 200.00, Mortgage Payment, Boston, Loan Payment,
+B456,11/01/2023, 10.00, ATM Withdrawal, Los Angeles, Cash Withdrawal,
+C789,12/01/2023, 70.00, Grocery Shopping, San Francisco, Groceries,
+A123,13/01/2023, 20.00, Movie Tickets, Los Angeles, Entertainment,
+B456,14/01/2023, 30.00, Gas Refill, Chicago, Fuel,
+C789,15/01/2023, 15.00, Snack Purchase, San Francisco, Dining Out,
+A123,16/01/2023, 60.00, Mobile Phone Bill Payment, New York, Utilities,
+B456,17/01/2023, 45.00, Doctor's Visit, Los Angeles, Healthcare,
+C789,18/01/2023, 120.00, Car Repair, Chicago, Automotive,
+A123,19/01/2023, 25.00, Lunch at Cafe, San Francisco, Dining Out,
+B456,20/01/2023, 40.00, Clothing Shopping, Los Angeles, Shopping,
+C789,21/01/2023, 75.00, Gasoline Refill, New York, Fuel,
+A123,22/01/2023, 150.00, Internet Bill Payment, San Francisco, Utilities,
+B456,23/01/2023, 10.00, Snack Purchase, Chicago, Dining Out,
+C789,24/01/2023, 30.00, Online Shopping, Online, Shopping,
+A123,25/01/2023, 80.00, Gym Membership Renewal, Los Angeles, Subscriptions,
+B456,26/01/2023, 20.00, Movie Tickets, New York, Entertainment,
+C789,27/01/2023, 35.00, Pharmacy Purchase, San Francisco, Healthcare,
+A123,28/01/2023, 45.00, Car Wash, Chicago, Automotive,
+B456,29/01/2023, 60.00, Paycheck Deposit, Los Angeles, Income,
+C789,30/01/2023, 40.00, Dinner at Italian Restaurant, New York, Dining Out,
+A123,31/01/2023, 25.00, Coffee Shop - Morning Coffee, San Francisco, Dining Out,
+B456,01/02/2023, 70.00, Grocery Shopping, Los Angeles, Groceries,
+C789,02/02/2023, 15.00, ATM Withdrawal - $15, Chicago, Cash Withdrawal,
+A123,03/02/2023, 120.00, Rent Payment, New York, Rent,
+B456,04/02/2023, 90.00, Online Shopping, Online, Shopping,
+C789,05/02/2023, 55.00, Gasoline Refill, San Francisco, Fuel,
+A123,06/02/2023, 200.00, Mortgage Payment, Los Angeles, Loan Payment,
+B456,07/02/2023, 25.00, Lunch at Local Cafe, New York, Dining Out,
+C789,08/02/2023, 30.00, Online Gaming Subscription, Chicago, Subscriptions,
+A123,09/02/2023, 35.00, Doctor's Visit, San Francisco, Healthcare,
+B456,10/02/2023, 40.00, Utility Bill Payment, Los Angeles, Utilities,
+C789,11/02/2023, 60.00, Mobile Phone Bill Payment, New York, Utilities,
+A123,12/02/2023, 80.00, Gym Membership Renewal, San Francisco, Subscriptions,
+B456,13/02/2023, 70.00, Grocery Shopping, Chicago, Groceries,
+C789,14/02/2023, 25.00, Movie Theater Tickets, Los Angeles, Entertainment,
+A123,15/02/2023, 45.00, Car Repair - Auto Shop, New York, Automotive,
+B456,16/02/2023, 50.00, Credit Card Payment, San Francisco, Credit Card Payment,
+C789,17/02/2023, 20.00, Coffee Shop - Morning Coffee, Chicago, Dining Out,
+A123,18/02/2023, 30.00, Online Shopping - Electronics, Los Angeles, Online Shopping,
+B456,19/02/2023, 150.00, Internet Bill Payment, New York, Utilities,
+C789,20/02/2023, 15.00, Snack Purchase, San Francisco, Dining Out,
+A123,21/02/2023, 10.00, ATM Withdrawal - $10, Chicago, Cash Withdrawal,
+B456,22/02/2023, 25.00, Clothing Shopping, Los Angeles, Shopping,
+C789,23/02/2023, 45.00, Pharmacy Purchase, New York, Healthcare,
+A123,24/02/2023, 35.00, Car Wash, San Francisco, Automotive,
+B456,25/02/2023, 60.00, Paycheck Deposit, Chicago, Income,
+C789,26/02/2023, 40.00, Online Shopping, Online, Shopping,
+A123,27/02/2023, 25.00, Lunch at Cafe, Los Angeles, Dining Out,
+B456,28/02/2023, 30.00, Movie Tickets, New York, Entertainment,
+A123,01/02/2023, 20.00, Gasoline Refill, Chicago, Fuel,
+B456,02/02/2023, 15.00, Phone Bill Payment, Los Angeles, Utilities,
+C789,03/02/2023, 100.00, Restaurant Dinner, San Francisco, Dining Out,
+A123,04/02/2023, 30.00, Online Shopping, Online, Shopping,
+B456,05/02/2023, 35.00, Coffee Shop - Morning Coffee, New York, Dining Out,
+C789,06/02/2023, 60.00, Grocery Shopping, San Francisco, Groceries,
+A123,07/02/2023, 80.00, Paycheck Deposit, Chicago, Income,
+B456,08/02/2023, 45.00, Gym Membership Renewal, Los Angeles, Subscriptions,
+C789,09/02/2023, 25.00, Snack Purchase, Boston, Dining Out,
+A123,10/02/2023, 120.00, Rent Payment, Chicago, Rent,
+B456,11/02/2023, 30.00, Online Gaming Subscription, Los Angeles, Subscriptions,
+C789,12/02/2023, 45.00, Doctor's Visit, New York, Healthcare,
+A123,13/02/2023, 70.00, Grocery Shopping, San Francisco, Groceries,
+B456,14/02/2023, 15.00, ATM Withdrawal - $15, Chicago, Cash Withdrawal,
+C789,15/02/2023, 150.00, Mortgage Payment, Los Angeles, Loan Payment,
+A123,16/02/2023, 40.00, Utility Bill Payment, New York, Utilities,
+B456,17/02/2023, 35.00, Car Repair - Auto Shop, San Francisco, Automotive,
+C789,18/02/2023, 30.00, Coffee Shop - Morning Coffee, Boston, Dining Out,
+A123,19/02/2023, 20.00, Online Shopping - Electronics, Chicago, Online Shopping,
+B456,20/02/2023, 10.00, Snack Purchase, Los Angeles, Dining Out,
+C789,21/02/2023, 60.00, Paycheck Deposit, New York, Income,
+A123,22/02/2023, 50.00, Credit Card Payment, San Francisco, Credit Card Payment,
+B456,23/02/2023, 25.00, Movie Theater Tickets, Chicago, Entertainment,
+C789,24/02/2023, 20.00, Car Wash, Los Angeles, Automotive,
+A123,25/02/2023, 40.00, Online Shopping, Online, Shopping,
+B456,26/02/2023, 70.00, Grocery Shopping, New York, Groceries,
+C789,27/02/2023, 60.00, Gym Membership Renewal, San Francisco, Subscriptions,
+A123,28/02/2023, 15.00, Dining Out - Sushi, Boston, Dining Out,
+B456,01/03/2023, 120.00, Rent Payment, Chicago, Rent,
+C789,02/03/2023, 30.00, Online Gaming Subscription, Los Angeles, Subscriptions,
+A123,03/03/2023, 45.00, Doctor's Visit, San Francisco, Healthcare,
+B456,04/03/2023, 70.00, Grocery Shopping, New York, Groceries,
+C789,05/03/2023, 15.00, ATM Withdrawal - $15, Chicago, Cash Withdrawal,
+A123,06/03/2023, 150.00, Mortgage Payment, Los Angeles, Loan Payment,
+B456,07/03/2023, 40.00, Utility Bill Payment, New York, Utilities,
+C789,08/03/2023, 35.00, Car Repair - Auto Shop, San Francisco, Automotive,
+A123,09/03/2023, 30.00, Coffee Shop - Morning Coffee, Boston, Dining Out,
+B456,10/03/2023, 20.00, Online Shopping - Electronics, Chicago, Online Shopping,
+C789,11/03/2023, 10.00, Snack Purchase, Los Angeles, Dining Out,
+A123,12/03/2023, 60.00, Paycheck Deposit, New York, Income,
+B456,13/03/2023, 50.00, Credit Card Payment, San Francisco, Credit Card Payment,
+C789,14/03/2023, 25.00, Movie Theater Tickets, Chicago, Entertainment,
+A123,15/03/2023, 20.00, Car Wash, Los Angeles, Automotive,
+B456,16/03/2023, 40.00, Online Shopping, Online, Shopping,
+C789,17/03/2023, 60.00, Gym Membership Renewal, San Francisco, Subscriptions,
+A123,18/03/2023, 15.00, Dining Out - Italian Restaurant, Boston, Dining Out,
+B456,19/03/2023, 120.00, Rent Payment, Chicago, Rent,
+C789,20/03/2023, 30.00, Online Gaming Subscription, Los Angeles, Subscriptions,
+A123,21/03/2023, 45.00, Doctor's Visit, San Francisco, Healthcare,
+B456,22/03/2023, 70.00, Grocery Shopping, New York, Groceries,
+C789,23/03/2023, 15.00, ATM Withdrawal - $15, Chicago, Cash Withdrawal,
+A123,24/03/2023, 150.00, Mortgage Payment, Los Angeles, Loan Payment,
+B456,25/03/2023, 40.00, Utility Bill Payment, New York, Utilities,
+C789,26/03/2023, 35.00, Car Repair - Auto Shop, San Francisco, Automotive,
+B456,27/03/2023, 30.00, Coffee Shop - Morning Coffee, Boston, Dining Out,
+C789,28/03/2023, 20.00, Online Shopping - Electronics, Chicago, Online Shopping,
+A123,29/03/2023, 10.00, Snack Purchase, Los Angeles, Dining Out,
+B456,30/03/2023, 60.00, Paycheck Deposit, New York, Income,
+C789,31/03/2023, 50.00, Credit Card Payment, San Francisco, Credit Card Payment,
+A123,01/04/2023, 25.00, Movie Theater Tickets, Chicago, Entertainment,
+B456,02/04/2023, 20.00, Car Wash, Los Angeles, Automotive,
+C789,03/04/2023, 40.00, Online Shopping, Online, Shopping,
+A123,04/04/2023, 60.00, Gym Membership Renewal, San Francisco, Subscriptions,
+B456,05/04/2023, 15.00, Dining Out - Japanese Restaurant, Boston, Dining Out,
+C789,06/04/2023, 120.00, Rent Payment, Chicago, Rent,
+A123,07/04/2023, 30.00, Online Gaming Subscription, Los Angeles, Subscriptions,
+B456,08/04/2023, 45.00, Doctor's Visit, New York, Healthcare,
+C789,09/04/2023, 70.00, Grocery Shopping, San Francisco, Groceries,
+A123,10/04/2023, 15.00, ATM Withdrawal - $15, Chicago, Cash Withdrawal,
+B456,11/04/2023, 150.00, Mortgage Payment, Los Angeles, Loan Payment,
+C789,12/04/2023, 40.00, Utility Bill Payment, New York, Utilities,
+A123,13/04/2023, 35.00, Car Repair - Auto Shop, San Francisco, Automotive,
+B456,14/04/2023, 30.00, Coffee Shop - Morning Coffee, Boston, Dining Out,
+C789,15/04/2023, 20.00, Online Shopping - Electronics, Chicago, Online Shopping,
+A123,16/04/2023, 10.00, Snack Purchase, Los Angeles, Dining Out,
+B456,17/04/2023, 60.00, Paycheck Deposit, New York, Income,
+C789,18/04/2023, 50.00, Credit Card Payment, San Francisco, Credit Card Payment,
+A123,19/04/2023, 25.00, Movie Theater Tickets, Chicago, Entertainment,
+B456,20/04/2023, 20.00, Car Wash, Los Angeles, Automotive,
+C789,21/04/2023, 40.00, Online Shopping, Online, Shopping,
+A123,22/04/2023, 60.00, Gym Membership Renewal, San Francisco, Subscriptions,
+B456,23/04/2023, 15.00, Dining Out - Mexican Restaurant, Boston, Dining Out,
+C789,24/04/2023, 120.00, Rent Payment, Chicago, Rent,
+A123,25/04/2023, 30.00, Online Gaming Subscription, Los Angeles, Subscriptions,
+B456,26/04/2023, 45.00, Doctor's Visit, New York, Healthcare,
+C789,27/04/2023, 70.00, Grocery Shopping, San Francisco, Groceries,
+A123,28/04/2023, 15.00, ATM Withdrawal - $15, Chicago, Cash Withdrawal,
+B456,29/04/2023, 150.00, Mortgage Payment, Los Angeles, Loan Payment,
+C789,30/04/2023, 40.00, Utility Bill Payment, New York, Utilities,
+A123,01/05/2023, 35.00, Car Repair - Auto Shop, San Francisco, Automotive,
+B456,02/05/2023, 30.00, Coffee Shop - Morning Coffee, Boston, Dining Out,
+C789,03/05/2023, 20.00, Online Shopping - Electronics, Chicago, Online Shopping,
+A123,04/05/2023, 10.00, Snack Purchase, Los Angeles, Dining Out,
+B456,05/05/2023, 60.00, Paycheck Deposit, New York, Income,
+C789,06/05/2023, 50.00, Credit Card Payment, San Francisco, Credit Card Payment,
+A123,07/05/2023, 25.00, Movie Theater Tickets, Chicago, Entertainment,
+B456,08/05/2023, 20.00, Car Wash, Los Angeles, Automotive,
+C789,09/05/2023, 40.00, Online Shopping, Online, Shopping,
+A123,10/05/2023, 60.00, Gym Membership Renewal, San Francisco, Subscriptions,
+B456,11/05/2023, 15.00, Dining Out - Indian Restaurant, Boston, Dining Out,
+C789,12/05/2023, 120.00, Rent Payment, Chicago, Rent,
+A123,13/05/2023, 30.00, Online Gaming Subscription, Los Angeles, Subscriptions,
+B456,14/05/2023, 45.00, Doctor's Visit, New York, Healthcare,
+C789,15/05/2023, 70.00, Grocery Shopping, San Francisco, Groceries,
+A123,16/05/2023, 15.00, ATM Withdrawal - $15, Chicago, Cash Withdrawal,
+A123,18/05/2023, 40.00, Point of Sale Shopping, Los Angeles, Shopping,
+B456,19/05/2023, 20.00, Coffee Shop - Morning Coffee, Boston, Dining Out,
+C789,20/05/2023, 10.00, Snack Purchase, Chicago, Dining Out,
+A123,21/05/2023, 60.00, Paycheck Deposit, San Francisco, Income,
+B456,22/05/2023, 50.00, Credit Card Payment, New York, Credit Card Payment,
+C789,23/05/2023, 25.00, Movie Theater Tickets, Los Angeles, Entertainment,
+A123,24/05/2023, 20.00, Car Wash, Chicago, Automotive,
+B456,25/05/2023, 40.00, Online Shopping, Online, Shopping,
+C789,26/05/2023, 60.00, Gym Membership Renewal, San Francisco, Subscriptions,
+A123,27/05/2023, 15.00, Dining Out - Thai Restaurant, Boston, Dining Out,
+B456,28/05/2023, 120.00, Rent Payment, Chicago, Rent,
+C789,29/05/2023, 30.00, Online Gaming Subscription, New York, Subscriptions,
+A123,30/05/2023, 45.00, Doctor's Visit, Los Angeles, Healthcare,
+B456,31/05/2023, 70.00, Grocery Shopping, San Francisco, Groceries,
+A123,01/06/2023, 15.00, ATM Withdrawal - $15, Chicago, Cash Withdrawal,
+B456,02/06/2023, 150.00, Mortgage Payment, Los Angeles, Loan Payment,
+C789,03/06/2023, 40.00, Utility Bill Payment, Boston, Utilities,
+A123,04/06/2023, 35.00, Car Repair - Auto Shop, San Francisco, Automotive,
+B456,05/06/2023, 30.00, Coffee Shop - Morning Coffee, New York, Dining Out,
+C789,06/06/2023, 20.00, Online Shopping - Electronics, Los Angeles, Online Shopping,
+A123,07/06/2023, 10.00, Snack Purchase, Chicago, Dining Out,
+B456,08/06/2023, 60.00, Paycheck Deposit, San Francisco, Income,
+C789,09/06/2023, 50.00, Credit Card Payment, Boston, Credit Card Payment,
+A123,10/06/2023, 25.00, Movie Theater Tickets, Chicago, Entertainment,
+B456,11/06/2023, 20.00, Car Wash, Los Angeles, Automotive,
+C789,12/06/2023, 40.00, Online Shopping, Online, Shopping,
+A123,13/06/2023, 60.00, Gym Membership Renewal, San Francisco, Subscriptions,
+B456,14/06/2023, 15.00, Dining Out - Mexican Restaurant, New York, Dining Out,
+C789,15/06/2023, 120.00, Rent Payment, Los Angeles, Rent,
+A123,16/06/2023, 30.00, Online Gaming Subscription, Boston, Subscriptions,
+B456,17/06/2023, 45.00, Doctor's Visit, San Francisco, Healthcare,
+C789,18/06/2023, 70.00, Grocery Shopping, Chicago, Groceries,
+A123,19/06/2023, 15.00, ATM Withdrawal - $15, Los Angeles, Cash Withdrawal,
+B456,20/06/2023, 150.00, Mortgage Payment, New York, Loan Payment,
+C789,21/06/2023, 40.00, Utility Bill Payment, San Francisco, Utilities,
+A123,22/06/2023, 35.00, Car Repair - Auto Shop, Chicago, Automotive,
+B456,23/06/2023, 30.00, Coffee Shop - Morning Coffee, Los Angeles, Dining Out,
+C789,24/06/2023, 20.00, Online Shopping - Electronics, Boston, Online Shopping,
+A123,25/06/2023, 10.00, Snack Purchase, San Francisco, Dining Out,
+B456,26/06/2023, 60.00, Paycheck Deposit, Chicago, Income,
+C789,27/06/2023, 50.00, Credit Card Payment, Los Angeles, Credit Card Payment,
+A123,28/06/2023, 25.00, Movie Theater Tickets, New York, Entertainment,
+B456,29/06/2023, 20.00, Car Wash, San Francisco, Automotive,
+C789,30/06/2023, 40.00, Online Shopping, Online, Shopping,
+A123,01/07/2023, 60.00, Gym Membership Renewal, Boston, Subscriptions,
+B456,02/07/2023, 15.00, Dining Out - Italian Restaurant, Chicago, Dining Out,
+C789,03/07/2023, 120.00, Rent Payment, Los Angeles, Rent,
+A123,04/07/2023, 30.00, Online Gaming Subscription, San Francisco, Subscriptions,
+B456,05/07/2023, 45.00, Doctor's Visit, New York, Healthcare,
+C789,06/07/2023, 70.00, Grocery Shopping, Chicago, Groceries,
+A123,07/07/2023, 2,500.00, Salary Credit, Boston, Income
+B456,08/07/2023, 40.00, Point of Sale Shopping, Chicago, Shopping,
+C789,09/07/2023, 20.00, Coffee Shop - Morning Coffee, Los Angeles, Dining Out,
+A123,10/07/2023, 10.00, Snack Purchase, San Francisco, Dining Out,
+B456,11/07/2023, 60.00, Paycheck Deposit, New York, Income,
+C789,12/07/2023, 50.00, Credit Card Payment, Boston, Credit Card Payment,
+A123,13/07/2023, 25.00, Movie Theater Tickets, Chicago, Entertainment,
+B456,14/07/2023, 20.00, Car Wash, Los Angeles, Automotive,
+C789,15/07/2023, 40.00, Online Shopping, Online, Shopping,
+A123,16/07/2023, 60.00, Gym Membership Renewal, San Francisco, Subscriptions,
+B456,17/07/2023, 15.00, Dining Out - Sushi Restaurant, Boston, Dining Out,
+C789,18/07/2023, 120.00, Rent Payment, Chicago, Rent,
+A123,19/07/2023, 30.00, Online Gaming Subscription, Los Angeles, Subscriptions,
+B456,20/07/2023, 45.00, Doctor's Visit, New York, Healthcare,
+C789,21/07/2023, 70.00, Grocery Shopping, San Francisco, Groceries,
+A123,22/07/2023, 15.00, ATM Withdrawal - $15, Boston, Cash Withdrawal,
+B456,23/07/2023, 150.00, Mortgage Payment, Chicago, Loan Payment,
+C789,24/07/2023, 40.00, Utility Bill Payment, Los Angeles, Utilities,
+A123,25/07/2023, 35.00, Car Repair - Auto Shop, San Francisco, Automotive,
+B456,26/07/2023, 30.00, Coffee Shop - Morning Coffee, New York, Dining Out,
+C789,27/07/2023, 20.00, Online Shopping - Electronics, Boston, Online Shopping,
+A123,28/07/2023, 10.00, Snack Purchase, Chicago, Dining Out,
+B456,29/07/2023, 60.00, Paycheck Deposit, Los Angeles, Income,
+C789,30/07/2023, 50.00, Credit Card Payment, San Francisco, Credit Card Payment,
+A123,31/07/2023, 25.00, Movie Theater Tickets, New York, Entertainment,
+B456,01/08/2023, 20.00, Car Wash, Chicago, Automotive,
+C789,02/08/2023, 40.00, Online Shopping, Online, Shopping,
+A123,03/08/2023, 60.00, Gym Membership Renewal, Boston, Subscriptions,
+B456,04/08/2023, 15.00, Dining Out - Indian Restaurant, Chicago, Dining Out,
+C789,05/08/2023, 120.00, Rent Payment, Los Angeles, Rent,
+A123,06/08/2023, 30.00, Online Gaming Subscription, San Francisco, Subscriptions,
+B456,07/08/2023, 45.00, Doctor's Visit, Boston, Healthcare,
+A123,08/08/2023, 2,500.00, Salary Credit, Chicago, Income
+B456,09/08/2023, 70.00, Grocery Shopping, Los Angeles, Groceries,
+C789,10/08/2023, 15.00, ATM Withdrawal - $15, New York, Cash Withdrawal,
+A123,11/08/2023, 150.00, Mortgage Payment, San Francisco, Loan Payment,
+B456,12/08/2023, 40.00, Utility Bill Payment, Boston, Utilities,
+C789,13/08/2023, 35.00, Car Repair - Auto Shop, Chicago, Automotive,
+A123,14/08/2023, 30.00, Coffee Shop - Morning Coffee, Los Angeles, Dining Out,
+B456,15/08/2023, 20.00, Online Shopping - Electronics, San Francisco, Online Shopping,
+C789,16/08/2023, 10.00, Snack Purchase, New York, Dining Out,
+A123,17/08/2023, 60.00, Paycheck Deposit, Boston, Income,
+B456,18/08/2023, 50.00, Credit Card Payment, Chicago, Credit Card Payment,
+C789,19/08/2023, 25.00, Movie Theater Tickets, Los Angeles, Entertainment,
+A123,20/08/2023, 20.00, Car Wash, San Francisco, Automotive,
+B456,21/08/2023, 40.00, Online Shopping, Online, Shopping,
+C789,22/08/2023, 60.00, Gym Membership Renewal, New York, Subscriptions,
+A123,23/08/2023, 15.00, Dining Out - Mexican Restaurant, Boston, Dining Out,
+B456,24/08/2023, 120.00, Rent Payment, Chicago, Rent,
+C789,25/08/2023, 30.00, Online Gaming Subscription, Los Angeles, Subscriptions,
+A123,26/08/2023, 45.00, Doctor's Visit, San Francisco, Healthcare,
+B456,27/08/2023, 70.00, Grocery Shopping, New York, Groceries,
+A123,28/08/2023, 15.00, ATM Withdrawal - $15, Boston, Cash Withdrawal,
+B456,29/08/2023, 150.00, Mortgage Payment, Chicago, Loan Payment,
+A123,31/08/2023, 2,500.00, Earnings Deposit, San Francisco, Income
+B456,01/09/2023, 40.00, Point of Sale Shopping, Los Angeles, Shopping,
+C789,02/09/2023, 20.00, Coffee Shop - Morning Coffee, Chicago, Dining Out,
+A123,03/09/2023, 10.00, Snack Purchase, New York, Dining Out,
+B456,04/09/2023, 60.00, Earnings Credit, Boston, Income,
+C789,05/09/2023, 50.00, Credit Card Payment, San Francisco, Credit Card Payment,
+A123,06/09/2023, 25.00, Movie Theater Tickets, Los Angeles, Entertainment,
+B456,07/09/2023, 20.00, Car Wash, Chicago, Automotive,
+C789,08/09/2023, 40.00, Online Shopping, Online, Shopping,
+A123,09/09/2023, 60.00, Gym Membership Renewal, San Francisco, Subscriptions,
+B456,10/09/2023, 15.00, Dining Out - Sushi Restaurant, New York, Dining Out,
+C789,11/09/2023, 120.00, Rent Payment, Boston, Rent,
+A123,12/09/2023, 30.00, Online Gaming Subscription, Los Angeles, Subscriptions,
+B456,13/09/2023, 45.00, Doctor's Visit, Chicago, Healthcare,
+C789,14/09/2023, 70.00, Grocery Shopping, San Francisco, Groceries,
+A123,15/09/2023, 15.00, ATM Withdrawal - $15, Los Angeles, Cash Withdrawal,
+B456,16/09/2023, 150.00, Mortgage Payment, Boston, Loan Payment,
+C789,17/09/2023, 40.00, Utility Bill Payment, Chicago, Utilities,
+A123,18/09/2023, 35.00, Car Repair - Auto Shop, New York, Automotive,
+B456,19/09/2023, 30.00, Coffee Shop - Morning Coffee, San Francisco, Dining Out,
+C789,20/09/2023, 20.00, Online Shopping - Electronics, Los Angeles, Online Shopping,
+A123,21/09/2023, 10.00, Snack Purchase, Chicago, Dining Out,
+B456,22/09/2023, 60.00, Earnings Credit, Boston, Income,
+C789,23/09/2023, 50.00, Credit Card Payment, San Francisco, Credit Card Payment,
+A123,24/09/2023, 25.00, Movie Theater Tickets, Los Angeles, Entertainment,
+B456,25/09/2023, 20.00, Car Wash, Chicago, Automotive,
+C789,26/09/2023, 40.00, Online Shopping, Online, Shopping,
+A123,27/09/2023, 60.00, Gym Membership Renewal, New York, Subscriptions,
+B456,28/09/2023, 15.00, Dining Out - Indian Restaurant, San Francisco, Dining Out,
+C789,29/09/2023, 120.00, Rent Payment, Los Angeles, Rent,
+A123,30/09/2023, 30.00, Online Gaming Subscription, Chicago, Subscriptions,
+B456,01/10/2023, 45.00, Doctor's Visit, Boston, Healthcare,
+C789,02/10/2023, 70.00, Grocery Shopping, San Francisco, Groceries,
+A123,03/10/2023, 15.00, ATM Withdrawal - $15, Los Angeles, Cash Withdrawal,
+B456,04/10/2023, 150.00, Mortgage Payment, Chicago, Loan Payment,
+C789,05/10/2023, 40.00, Utility Bill Payment, New York, Utilities,
+A123,06/10/2023, 35.00, Car Repair - Auto Shop, San Francisco, Automotive,
+B456,07/10/2023, 30.00, Coffee Shop - Morning Coffee, Boston, Dining Out,
+C789,08/10/2023, 20.00, Online Shopping - Electronics, Los Angeles, Online Shopping,
+A123,09/10/2023, 10.00, Snack Purchase, Chicago, Dining Out,
+B456,10/10/2023, 60.00, Earnings Credit, San Francisco, Income,
+C789,11/10/2023, 50.00, Credit Card Payment, New York, Credit Card Payment,
+A123,12/10/2023, 25.00, Movie Theater Tickets, Boston, Entertainment,
+B456,13/10/2023, 20.00, Car Wash, Chicago, Automotive,
+C789,14/10/2023, 40.00, Online Shopping, Online, Shopping,
+A123,15/10/2023, 60.00, Gym Membership Renewal, Los Angeles, Subscriptions,
+B456,16/10/2023, 15.00, Dining Out - Mexican Restaurant, San Francisco, Dining Out,
+C789,17/10/2023, 120.00, Rent Payment, Chicago, Rent,
+A123,18/10/2023, 30.00, Online Gaming Subscription, New York, Subscriptions,
+B456,19/10/2023, 45.00, Doctor's Visit, Boston, Healthcare,
+C789,20/10/2023, 70.00, Grocery Shopping, Los Angeles, Groceries,
+A123,21/10/2023, 15.00, ATM Withdrawal - $15, San Francisco, Cash Withdrawal,
+B456,22/10/2023, 150.00, Mortgage Payment, Chicago, Loan Payment,
+C789,23/10/2023, 40.00, Utility Bill Payment, Boston, Utilities,
+A123,24/10/2023, 35.00, Car Repair - Auto Shop, Los Angeles, Automotive,
+B456,25/10/2023, 30.00, Coffee Shop - Morning Coffee, San Francisco, Dining Out,
+C789,26/10/2023, 20.00, Online Shopping - Electronics, New York, Online Shopping,
+A123,27/10/2023, 10.00, Snack Purchase, Chicago, Dining Out,

transactions.py

@@ -0,0 +1,88 @@
+# coding=utf-8
+# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""Transactions Dataset"""
+
+
+import csv
+
+import datasets
+
+
+# TODO: Add transaction citation
+# Find for instance the citation on arxiv or on the dataset repo/website
+_CITATION = """\
+@misc{mccreery2020effective,
+      title={Effective Transfer Learning for classifying Transactions},
+      author={AK},
+      year={2020},
+      eprint={2008.13546},
+      archivePrefix={arXiv},
+      primaryClass={cs.IR}
+}
+"""
+
+
+_DESCRIPTION = """\
+This dataset consists of 378 transactions performed on account and categorised according to the description of the transaction.
+"""
+
+_HOMEPAGE = "https://github.com/alokkulkarni/transactions"
+
+_LICENSE = ""
+
+
+_URL = "https://raw.githubusercontent.com/alokkulkarni/transactions/master/transactions.csv"
+
+
+class MedicalQuestionsPairs(datasets.GeneratorBasedBuilder):
+    """Transactions Dataset"""
+
+    def _info(self):
+        features = datasets.Features(
+            {
+                "Account": datasets.Value("string"),
+                "Date": datasets.Value("string"),
+                "Amount": datasets.Value("string"),
+                "Description": datasets.Value("String"),
+                "Location": datasets.Value("string"),
+                "Category": datasets.features.ClassLabel(num_classes=16, names=[ "Fuel", "Income", "Credit_Card_Payment", "Entertainment", "Shopping", "Rent", "Subscriptions", "Healthcare", "Groceries", "Cash_Withdrawal", "Loan_Payment", "Utilities", "Automotive", "Online_Shopping", "Dining_Out", "Miscellaneous" ]),
+            }
+        )
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=features,
+            homepage=_HOMEPAGE,
+            license=_LICENSE,
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        data_file = dl_manager.download_and_extract(_URL)
+        return [datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": data_file})]
+
+    def _generate_examples(self, filepath):
+        """Yields examples."""
+        with open(filepath, encoding="utf-8") as f:
+            data = csv.reader(f)
+            for id_, row in enumerate(data):
+                yield id_, {
+                    "Account": row[0],
+                    "Date": row[1],
+                    "Amount": row[2],
+                    "Description": row[3],
+                    "Location" : row[4],
+                    "Category": row[5]
+                }
+