| idx,transaction_id,date,description,amount,currency,category_label,transaction_type,merchant,location | |
| 0,2023-01-15,Monthly rent payment,-1500,USD,Housing,Expense,XYZ Rentals,New York,NY | |
| 1,2023-01-18,Payment to ABC Software,-300,USD,Software,Expense,ABC Corp,San Francisco,CA | |
| 2,2023-01-20,Salary deposit,3000,USD,Income,Income,XYZ Tech,Los Angeles,CA | |
| 3,2023-01-25,Coffee shop visit,-5,USD,Food,Expense,Bean Corner,San Jose,CA | |
| 4,2023-01-30,Grocery store purchase,-75,USD,Groceries,Expense,Fresh Market,San Francisco,CA | |
| 5,2023-02-03,Electricity bill payment,-120,USD,Utilities,Expense,XYZ Energy,Los Angeles,CA | |
| 6,2023-02-02,Freelance project,2000,USD,Income,Expense,Online Job Platform,Virtual,NY | |
| 7,2023-02-02,Gas station payment,-50,USD,Transport,Expense,Shell Gas,Los Angeles,CA | |
| 8,2023-02-05,Book royalties received,1200,USD,Income,Income,XYZ Publishing,Los Angeles,CA | |
| 9,2023-02-03,Dinner at Italian restaurant,-85,USD,Dining,Expense,La Dolce Vita,Los Angeles,CA | |
| 10,TX006,2023-02-01,Lottery win,10000,USD,Lottery,Income,, | |
| 11,2023-02-02,Theater ticket purchase,-50,USD,Entertainment,Expense,Cinema Grand,Los Angeles,CA | |
| 12,2023-02-02,Freelance website design,800,USD,Income,Income,Jane's Design Studio,Berkeley,CA | |
| 13,2023-02-03,Theater tickets for play,-120,USD,Entertainment,Expense,Theatre Grounds,Los Angeles,CA | |
| 14,2023-02-03,Consulting fee received,1200,USD,Income,Income,Smith Consulting,Denver,CO | |
| 15,2023-02-07,Gym membership,-45,USD,Health,Expense,Fitness Frenzy,San Jose,CA | |
| 16,2023-02-14,Birthday gift received,500,USD,Income,Expense,Friend's Gift,Social,CA | |
| 17,2023-02-05,Restaurant dinner,-45,USD,Food,Expense,Olive Garden,San Jose,CA | |
| 18,2023-02-12,Freelance graphic design,850,USD,Income,Income,Creative Co.,San Francisco,CA | |
| 19,2023-02-08,Concert tickets purchase,-120,USD,Entertainment,Expense,Pop Stage,Los Angeles,CA | |
| 20,TX007,2023-02-05,Freelance project payment,2000,USD,Freelance,Income,Online Payment, | |
| 21,2023-02-14,Birthday gift,-250,USD,Gifts,Expense,Souvenir Shop,New York,NY | |
| 22,2023-02-03,Book royalties,150,USD,Income,Income,Author's Books,Seattle,WA | |
| 23,2023-02-12,Rare book purchase,-200,USD,Hobbies,Expense,Ancient Books,Santa Monica,CA | |
| 24,2023-02-10,Dividend payment received,150,USD,Income,Income,XYZ Corp Stock,Seattle,WA | |
| 25,2023-02-11,Purchase of office supplies,-60,USD,Office Supplies,Expense,Office Depot,San Francisco,CA | |
| 26,2023-02-25,Dividend payment,100,USD,Income,Expense,XYZ Corp Stock,Investment,NY | |
| 27,2023-02-08,Gym membership fee,-60,USD,Health,Expense,Gym-Cal,San Diego,CA | |
| 28,2023-02-15,Sale of old laptop,300,USD,Income,Income,Online Marketplace,Anytown,TX | |
| 29,2023-02-15,Car insurance payment,-250,USD,Insurance,Expense,Safe Drive Insurance,San Diego,CA | |
| 30,TX008,2023-02-12,Interest from savings account,100,USD,Interest,Income,, | |
| 31,2023-02-22,Plane ticket to London,-450,USD,Travel,Expense,Global Airways,New York,NY | |
| 32,2023-02-15,Bonus from work,500,USD,Income,Income,XYZ Corp,San Jose,CA | |
| 33,2023-02-15,Business trip for consulting,-500,USD,Professional Services,Expense,Global Consultants,New York,NY | |
| 34,2023-02-15,Sale of antique furniture,450,USD,Income,Income,Vintage Finds,Austin,TX | |
| 35,2023-02-15,Concert ticket purchase,-90,USD,Entertainment,Expense,Harmony Concerts,New York,NY | |
| 36,2023-03-05,Patron donation,300,USD,Income,Expense,XYZ Charity,Donation,NY | |
| 37,2023-02-11,Movie ticket purchase,-12,USD,Entertainment,Expense,Cineplex,Los Angeles,CA | |
| 38,2023-02-20,Interest from savings account,50,USD,Income,Income,XYZ Bank,New York,NY | |
| 39,2023-02-20,Electric bill payment,-150,USD,Utilities,Expense,City Power & Light,San Jose,CA | |
| 40,TX009,2023-02-15,Birthday money from parents,500,USD,Gift,Income,Personal Transfer, | |
| 41,2023-03-03,Laundry service,-30,USD,Utilities,Expense,Clean & Fresh,Boston,MA | |
| 42,2023-02-20,Patent licensing fee,250,USD,Income,Income,InventTech,Irvine,CA | |
| 43,2023-02-17,Souvenir from a friend's wedding,-45,USD,Social,Expense,Love's Kitchen,Woodland Hills,CA | |
| 44,2023-02-18,Lottery winnings deposit,500,USD,Income,Income,State Lottery,Phoenix,AZ | |
| 45,2023-02-18,Hotel booking for business trip,-350,USD,Travel,Expense,Sleep Well Inn,Los Angeles,CA | |
| 46,2023-03-15,Online tutoring session,150,USD,Income,Expense,Tutor World,Education,NY | |
| 47,2023-02-15,Book purchase,-20,USD,Books,Expense,Books-On-Wheels,San Francisco,CA | |
| 48,2023-02-25,Dividend income,100,USD,Income,Income,ABC Corp,Chicago,IL | |
| 49,2023-02-22,Monthly Netflix subscription,-15,USD,Subscription,Expense,Netflix,Los Angeles,CA | |
| 50,TX010,2023-02-18,Investment returns,1500,USD,Investment,Income,, | |
| 51,2023-03-15,Online subscription service,-15,USD,Entertainment,Expense,StreamFlix,New York,NY | |
| 52,2023-02-25,Investment dividends,120,USD,Income,Income,XYZ Investments,San Francisco,CA | |
| 53,2023-02-21,Custom engraving service for a watch,-150,USD,Personal Care,Expense,EngraveArt,San Francisco,CA | |
| 54,2023-02-22,Royalty payment received,300,USD,Income,Income,Book Publisher XYZ,Boston,MA | |
| 55,2023-02-22,Streaming service subscription,-15,USD,Media,Expense,StreamNow,San Francisco,CA | |
| 56,2023-03-18,Dining out,0,USD,Income,Expense,Personal,Eating Out,NY | |
| 57,2023-02-18,Laundry service,-30,USD,Utilities,Expense,Laundry Express,San Jose,CA | |
| 58,2023-02-28,Daily newspaper delivery,10,USD,Income,Income,Daily News,Los Angeles,CA | |
| 59,2023-02-25,New gaming console purchase,-400,USD,Electronics,Expense,Game World,San Diego,CA | |
| 60,TX011,2023-02-20,Rental income received,800,USD,Rent,Income,Payment Received, | |
| 61,2023-03-18,Dining at a sushi restaurant,-80,USD,Food,Expense,Sushi Delight,Chicago,IL | |
| 62,2023-02-27,Rental property income,1200,USD,Income,Income,Mrs. Smith's Apartment,Portland,OR | |
| 63,2023-02-24,Subscription for a music streaming service,-9.99,USD,Media,Expense,StreamNow,San Jose,CA | |
| 64,2023-02-25,Interest earned on savings,20,USD,Income,Income,ABC Bank,Chicago,IL | |
| 65,2023-02-26,Restaurant dining,-75,USD,Dining,Expense,Tasty Treats,San Jose,CA | |
| 66,2023-03-20,Bonus from work,2500,USD,Income,Expense,XYZ Corp Bonus,Compensation,NY | |
| 67,2023-02-21,Mobile phone bill,-75,USD,Utilities,Expense,Verizon Wireless,Los Angeles,CA | |
| 68,2023-02-28,Ticket sale from concert,150,USD,Income,Income,Famous Musician,Las Vegas,NV | |
| 69,2023-02-28,Birthday gift for friend,-100,USD,Gifts,Expense,Friend's Store,San Francisco,CA | |
| 70,TX012,2023-02-25,Spouse's part-time job pay,1200,USD,Spouse's Earnings,Income,, | |
| 71,2023-03-22,Art museum entry,-10,USD,Entertainment,Expense,Art Museum Central,San Francisco,CA | |
| 72,2023-02-28,Sale of old car,500,USD,Income,Income,Jones Auto Dealership,Phoenix,AZ | |
| 73,2023-02-27,Antique furniture purchase,-2500,USD,Collectibles,Expense,Vintage Furnishings,Santa Fe,NM | |
| 74,2023-02-28,Sponsorship payment received,1000,USD,Income,Income,XYZ Sports Team,Orlando,FL | |
| 75,2023-02-28,Gasoline purchase,-50,USD,Transport,Expense,Petrol Plus,Los Angeles,CA | |
| 76,2023-03-22,Artwork sale,400,USD,Income,Expense,Art Dealer,Sales,NY | |
| 77,2023-02-25,Car repair shop,-200,USD,Transport,Expense,Auto Body,San Diego,CA | |
| 78,2023-03-02,Gift from a friend,100,USD,Income,Income,Sister Jane,Miami,FL | |
| 79,2023-03-03,Pharmacy prescription refill,-30,USD,Healthcare,Expense,PharmaPlus,San Jose,CA | |
| 80,TX013,2023-02-28,Cash gift from friend,200,USD,Gift,Income,Personal Transfer, | |
| 81,2023-03-27,Shopping for winter coats,-120,USD,Clothing,Expense,WinterWear Outlet,Chicago,IL | |
| 82,2023-03-01,Lottery winnings,300,USD,Income,Income,Fortune Numbers,New York,NY | |
| 83,2023-03-02,Plane ticket for a business trip,-350,USD,Travel,Expense,FlyHigh Airlines,Dallas,TX | |
| 84,2023-03-03,Royalty payment received,300,USD,Income,Income,Book Publisher XYZ,Boston,MA | |
| 85,2023-03-02,Mobile phone bill payment,-50,USD,Utilities,Expense,Tech World,San Jose,CA | |
| 86,2023-03-29,Cash gift from family,1000,USD,Income,Expense,Family Member,Gift,NY | |
| 87,2023-02-28,Concert ticket,-100,USD,Entertainment,Expense,VenuePlus,San Francisco,CA | |
| 88,2023-03-05,Tax refund,600,USD,Income,Income,IRS,Washington,DC | |
| 89,2023-03-10,Online course enrollment,-50,USD,Education,Expense,Learn Online Academy,San Diego,CA | |
| 90,TX014,2023-03-03,Tax refund,600,USD,Tax Refund,Income,, | |
| 91,2023-04-01,Pet adoption fee,-150,USD,Pets,Expense,Buddy's Pet Adoption,San Jose,CA | |
| 92,2023-03-05,Interest from savings account,25,USD,Income,Income,Local Bank,Los Angeles,CA | |
| 93,2023-03-05,Electric car charging,-15,USD,Transportation,Expense,Green Charge,Oakland,CA | |
| 94,2023-03-08,Profit from online course sales,250,USD,Income,Income,EduLearn Online,Seattle,WA | |
| 95,2023-03-06,Grocery shopping,-100,USD,Groceries,Expense,Fresh Market,San Francisco,CA | |
| 96,2023-04-04,Investment returns,150,USD,Income,Expense,ABC Investments,Investment,NY | |
| 97,2023-02-29,Hotel stay,-150,USD,Travel,Expense,Holiday Inn,Los Angeles,CA | |
| 98,2023-03-08,Investment income,400,USD,Income,Income,XYZ Investments,Boston,MA | |
| 99,2023-03-17,Home cleaning service,-100,USD,Household,Expense,Clean Homes Inc,San Francisco,CA | |