How to Convert Credit Card Statements to Spreadsheet

Credit card statements contain valuable spending data trapped in PDF format. Converting to a spreadsheet unlocks analysis capabilities—similar to how a bank statement converter transforms bank PDFs into usable data.


Why Convert Credit Card Statements

Expense Tracking

  • See exactly where money goes
  • Identify spending patterns
  • Track against budget categories

Tax Preparation

  • Separate business from personal—essential for small business owners
  • Calculate deductible expenses
  • Prepare documentation for accountant

Budgeting

  • Analyze monthly spending trends
  • Compare spending across periods
  • Identify areas to cut back

Reconciliation


Credit Card Statement Structure

Common Elements

FieldDescription
Transaction DateWhen purchase was made
Posting DateWhen it hit your account
DescriptionMerchant name and details
Reference NumberTransaction ID
AmountPurchase amount
CategoryMerchant category (some cards)

Additional Sections

  • Previous balance
  • Payments and credits
  • New charges
  • Fees and interest
  • Rewards summary
  • Payment due date

Method 1: Statement Converter

The fastest way to convert credit card PDFs is using a bank statement converter. The same technology that extracts transactions from bank statements works for credit cards.

Steps

  1. Download PDF from credit card portal
  2. Upload to bank statement converter
  3. Select output format (Excel/CSV)—see bank statement formats explained
  4. Download converted file

Output Example

Trans DatePost DateDescriptionAmount
01/14/2601/15/26AMAZON MKTPLACE$47.99
01/15/2601/16/26STARBUCKS #1234$5.75
01/16/2601/17/26SHELL OIL 57832$52.00

Method 2: Credit Card Portal Download

Most credit card companies offer transaction exports:

American Express

  1. Log into amex.com
  2. Go to "Statements & Activity"
  3. Click "Download" icon
  4. Select CSV, Excel, or Quicken format

Prefer automated conversion? Try the American Express Statement Converter →

Chase

  1. Log into chase.com
  2. Go to credit card account
  3. Click "Download account activity"
  4. Select format and date range

Prefer automated conversion? Try the Chase Statement Converter →

Capital One

  1. Log into capitalone.com
  2. Go to account activity
  3. Click "Download Transactions"
  4. Choose CSV format

Prefer automated conversion? Try the Capital One Statement Converter →

Discover

  1. Log into discover.com
  2. Go to Statements
  3. Click "Download"
  4. Select Excel format

Prefer automated conversion? Try the Discover Statement Converter →

Citi

  1. Log into citi.com
  2. Go to credit card account
  3. Click "Download to Spreadsheet"
  4. Choose format

Prefer automated conversion? Try the Citi Statement Converter →


Credit Card vs Bank Statement Differences

Understanding the differences helps when you convert PDF bank statements to CSV versus credit card statements. For background on bank statement basics, see what is a bank statement.

FeatureBank StatementCredit Card Statement
Date columnsUsually oneOften two (trans/post)
Amount sign+/-Usually all positive
PaymentsDepositsCredits
BalanceRunningStatement balance
CategoriesRarely includedSometimes included

Handling Specific Card Types

Rewards Cards

Statement may include:

  • Points earned per transaction
  • Total points balance
  • Rewards redemptions

These may or may not convert—focus on transaction data.

Business Credit Cards

Often include:

  • Employee card identification
  • Department codes
  • More detailed merchant info

Useful for expense allocation.

Store Credit Cards

May have:

  • Store-specific formatting
  • Promotional balance details
  • Different layout than major cards

Adding Categories After Conversion

Categorizing expenses is key to meaningful analysis. Learn more about transaction categorization or how to categorize bank transactions automatically.

Manual Categorization

Add a "Category" column and assign:

DescriptionAmountCategory
AMAZON MKTPLACE$47.99Shopping
STARBUCKS$5.75Dining
SHELL OIL$52.00Gas

Formula-Based Categorization

Use IF or nested IF:

=IF(ISNUMBER(SEARCH("AMAZON",B2)),"Shopping",
 IF(ISNUMBER(SEARCH("STARBUCKS",B2)),"Dining",
 IF(ISNUMBER(SEARCH("SHELL",B2)),"Gas","Other")))

VLOOKUP with Mapping Table

Create a lookup table:

KeywordCategory
AMAZONShopping
STARBUCKSDining
SHELLGas
UBERTransportation

Then use VLOOKUP or INDEX/MATCH.


Analyzing Credit Card Spending

Spending by Category

Create a pivot table:

  • Rows: Category
  • Values: Sum of Amount
  • Add Month column: =TEXT(A2,"YYYY-MM")
  • Pivot by Month and Category

Top Merchants

Sort by amount descending to see where most money goes.

Average Transaction Size

=AVERAGE(C:C)

Preparing for Tax Season

Separate Business Expenses

  1. Add "Business/Personal" column
  2. Mark each transaction
  3. Filter for business only
  4. Sum by category

Create Expense Report

CategoryAnnual Total
Office Supplies$1,234.00
Software$2,500.00
Travel$3,456.00
Meals (50%)$800.00

Document Retention

  • Keep converted spreadsheets
  • Organize by year
  • Match to receipts where required

Multi-Card Analysis

If you have multiple credit cards, combining them gives you a complete spending picture. The same approach works for merging multiple bank statements into one spreadsheet.

Combine Data

  1. Convert each card's statements
  2. Add "Card" column to each
  3. Combine into master spreadsheet

Unified Format

Standardize columns:

Date | Card | Merchant | Amount | Category

Compare Cards

  • Which card do you use most?
  • Which categories on which card?
  • Optimize for rewards

Common Issues

For general troubleshooting, see common errors in bank statement conversion.

Issue: Payments Show as Charges

Credit card payments might appear in transactions.

Solution: Filter out or categorize separately. Look for "PAYMENT" in description.

Issue: Returns Not Matched

Return credits don't link to original purchase.

Solution: Note returns separately. Net effect shows in monthly total.

Issue: Foreign Transactions

International charges may show:

  • Original currency
  • Conversion rate
  • USD amount

Solution: Typically the USD amount is what matters for analysis.


Summary

Converting credit card statements to spreadsheets enables expense tracking, budgeting, and tax preparation. Use your card's portal download feature or a statement converter to get the data. Add categories for meaningful analysis, create pivot tables for insights, and organize by year for tax season. The key is making the conversion part of your regular financial routine.


Getting Started

Step-by-Step Tutorials

Data Analysis

For Professionals

Sandra Vu

About Sandra Vu

Sandra Vu is the founder of Data River and a financial software engineer with experience building document processing systems for accounting platforms. After spending years helping accountants and bookkeepers at enterprise fintech companies, she built Data River to solve the recurring problem of converting bank statement PDFs to usable data—a task she saw teams struggle with monthly.

Sandra's background in financial software engineering gives her deep insight into how bank statements are structured, why they're difficult to parse programmatically, and what accuracy really means for financial reconciliation. She's particularly focused on the unique challenges of processing statements from different banks, each with their own formatting quirks and layouts.

At Data River, Sandra leads the technical development of AI-powered document processing specifically optimized for financial documents. Her experience spans building parsers for thousands of bank formats, working directly with accounting teams to understand their workflows, and designing systems that prioritize accuracy and data security in financial automation.