Account
stringclasses
3 values
Date
stringlengths
10
10
Amount
float64
2
800
Description
stringclasses
43 values
Location
stringclasses
9 values
Category
stringclasses
18 values
Unnamed: 6
stringclasses
1 value
A123
01/01/2023
50
Grocery Shopping
New York
Groceries
null
B456
02/01/2023
30
Gasoline Refill
Los Angeles
Fuel
null
C789
03/01/2023
100
Restaurant Dinner
Chicago
Dining Out
null
A123
04/01/2023
500
Paycheck Deposit
San Francisco
Income
null
B456
05/01/2023
60
Phone Bill Payment
San Francisco
Utilities
null
C789
06/01/2023
25
Coffee Shop - Coffee
Seattle
Dining Out
null
A123
07/01/2023
800
Rent Payment
New York
Rent
null
B456
08/01/2023
150
Online Shopping
Online
Shopping
null
C789
09/01/2023
45
Pharmacy Purchase
Boston
Healthcare
null
A123
10/01/2023
200
Mortgage Payment
Boston
Loan Payment
null
B456
11/01/2023
10
ATM Withdrawal
Los Angeles
Cash Withdrawal
null
C789
12/01/2023
70
Grocery Shopping
San Francisco
Groceries
null
A123
13/01/2023
20
Movie Tickets
Los Angeles
Entertainment
null
B456
14/01/2023
30
Gas Refill
Chicago
Fuel
null
C789
15/01/2023
15
Snack Purchase
San Francisco
Dining Out
null
A123
16/01/2023
60
Mobile Phone Bill Payment
New York
Utilities
null
B456
17/01/2023
45
Doctor's Visit
Los Angeles
Healthcare
null
C789
18/01/2023
120
Car Repair
Chicago
Automotive
null
A123
19/01/2023
25
Lunch at Cafe
San Francisco
Dining Out
null
B456
20/01/2023
40
Clothing Shopping
Los Angeles
Shopping
null
C789
21/01/2023
75
Gasoline Refill
New York
Fuel
null
A123
22/01/2023
150
Internet Bill Payment
San Francisco
Utilities
null
B456
23/01/2023
10
Snack Purchase
Chicago
Dining Out
null
C789
24/01/2023
30
Online Shopping
Online
Shopping
null
A123
25/01/2023
80
Gym Membership Renewal
Los Angeles
Subscriptions
null
B456
26/01/2023
20
Movie Tickets
New York
Entertainment
null
C789
27/01/2023
35
Pharmacy Purchase
San Francisco
Healthcare
null
A123
28/01/2023
45
Car Wash
Chicago
Automotive
null
B456
29/01/2023
60
Paycheck Deposit
Los Angeles
Income
null
C789
30/01/2023
40
Dinner at Italian Restaurant
New York
Dining Out
null
A123
31/01/2023
25
Coffee Shop - Morning Coffee
San Francisco
Dining Out
null
B456
01/02/2023
70
Grocery Shopping
Los Angeles
Groceries
null
C789
02/02/2023
15
ATM Withdrawal - $15
Chicago
Cash Withdrawal
null
A123
03/02/2023
120
Rent Payment
New York
Rent
null
B456
04/02/2023
90
Online Shopping
Online
Shopping
null
C789
05/02/2023
55
Gasoline Refill
San Francisco
Fuel
null
A123
06/02/2023
200
Mortgage Payment
Los Angeles
Loan Payment
null
B456
07/02/2023
25
Lunch at Local Cafe
New York
Dining Out
null
C789
08/02/2023
30
Online Gaming Subscription
Chicago
Subscriptions
null
A123
09/02/2023
35
Doctor's Visit
San Francisco
Healthcare
null
B456
10/02/2023
40
Utility Bill Payment
Los Angeles
Utilities
null
C789
11/02/2023
60
Mobile Phone Bill Payment
New York
Utilities
null
A123
12/02/2023
80
Gym Membership Renewal
San Francisco
Subscriptions
null
B456
13/02/2023
70
Grocery Shopping
Chicago
Groceries
null
C789
14/02/2023
25
Movie Theater Tickets
Los Angeles
Entertainment
null
A123
15/02/2023
45
Car Repair - Auto Shop
New York
Automotive
null
B456
16/02/2023
50
Credit Card Payment
San Francisco
Credit Card Payment
null
C789
17/02/2023
20
Coffee Shop - Morning Coffee
Chicago
Dining Out
null
A123
18/02/2023
30
Online Shopping - Electronics
Los Angeles
Online Shopping
null
B456
19/02/2023
150
Internet Bill Payment
New York
Utilities
null
C789
20/02/2023
15
Snack Purchase
San Francisco
Dining Out
null
A123
21/02/2023
10
ATM Withdrawal - $10
Chicago
Cash Withdrawal
null
B456
22/02/2023
25
Clothing Shopping
Los Angeles
Shopping
null
C789
23/02/2023
45
Pharmacy Purchase
New York
Healthcare
null
A123
24/02/2023
35
Car Wash
San Francisco
Automotive
null
B456
25/02/2023
60
Paycheck Deposit
Chicago
Income
null
C789
26/02/2023
40
Online Shopping
Online
Shopping
null
A123
27/02/2023
25
Lunch at Cafe
Los Angeles
Dining Out
null
B456
28/02/2023
30
Movie Tickets
New York
Entertainment
null
A123
01/02/2023
20
Gasoline Refill
Chicago
Fuel
null
B456
02/02/2023
15
Phone Bill Payment
Los Angeles
Utilities
null
C789
03/02/2023
100
Restaurant Dinner
San Francisco
Dining Out
null
A123
04/02/2023
30
Online Shopping
Online
Shopping
null
B456
05/02/2023
35
Coffee Shop - Morning Coffee
New York
Dining Out
null
C789
06/02/2023
60
Grocery Shopping
San Francisco
Groceries
null
A123
07/02/2023
80
Paycheck Deposit
Chicago
Income
null
B456
08/02/2023
45
Gym Membership Renewal
Los Angeles
Subscriptions
null
C789
09/02/2023
25
Snack Purchase
Boston
Dining Out
null
A123
10/02/2023
120
Rent Payment
Chicago
Rent
null
B456
11/02/2023
30
Online Gaming Subscription
Los Angeles
Subscriptions
null
C789
12/02/2023
45
Doctor's Visit
New York
Healthcare
null
A123
13/02/2023
70
Grocery Shopping
San Francisco
Groceries
null
B456
14/02/2023
15
ATM Withdrawal - $15
Chicago
Cash Withdrawal
null
C789
15/02/2023
150
Mortgage Payment
Los Angeles
Loan Payment
null
A123
16/02/2023
40
Utility Bill Payment
New York
Utilities
null
B456
17/02/2023
35
Car Repair - Auto Shop
San Francisco
Automotive
null
C789
18/02/2023
30
Coffee Shop - Morning Coffee
Boston
Dining Out
null
A123
19/02/2023
20
Online Shopping - Electronics
Chicago
Online Shopping
null
B456
20/02/2023
10
Snack Purchase
Los Angeles
Dining Out
null
C789
21/02/2023
60
Paycheck Deposit
New York
Income
null
A123
22/02/2023
50
Credit Card Payment
San Francisco
Credit Card Payment
null
B456
23/02/2023
25
Movie Theater Tickets
Chicago
Entertainment
null
C789
24/02/2023
20
Car Wash
Los Angeles
Automotive
null
A123
25/02/2023
40
Online Shopping
Online
Shopping
null
B456
26/02/2023
70
Grocery Shopping
New York
Groceries
null
C789
27/02/2023
60
Gym Membership Renewal
San Francisco
Subscriptions
null
A123
28/02/2023
15
Dining Out - Sushi
Boston
Dining Out
null
B456
01/03/2023
120
Rent Payment
Chicago
Rent
null
C789
02/03/2023
30
Online Gaming Subscription
Los Angeles
Subscriptions
null
A123
03/03/2023
45
Doctor's Visit
San Francisco
Healthcare
null
B456
04/03/2023
70
Grocery Shopping
New York
Groceries
null
C789
05/03/2023
15
ATM Withdrawal - $15
Chicago
Cash Withdrawal
null
A123
06/03/2023
150
Mortgage Payment
Los Angeles
Loan Payment
null
B456
07/03/2023
40
Utility Bill Payment
New York
Utilities
null
C789
08/03/2023
35
Car Repair - Auto Shop
San Francisco
Automotive
null
A123
09/03/2023
30
Coffee Shop - Morning Coffee
Boston
Dining Out
null
B456
10/03/2023
20
Online Shopping - Electronics
Chicago
Online Shopping
null
C789
11/03/2023
10
Snack Purchase
Los Angeles
Dining Out
null
A123
12/03/2023
60
Paycheck Deposit
New York
Income
null
B456
13/03/2023
50
Credit Card Payment
San Francisco
Credit Card Payment
null

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