Convert Bank Statements to NDJSON

Bank statements show all the money going in and out of a bank account over a certain time period. They have detailed info about transactions for people and businesses.

Getting Data from Bank Statement PDFs

Konbert is really good at handling bank statement PDFs. We can accurately pull out and organize data from many different bank statement formats. This makes it much easier to analyze and manage your financial information.

Here are some things our bank statement extraction can do:

• Accurately identify transaction details like dates, descriptions, and amounts
• Smartly categorize income and expenses
• Pull out account summaries, including starting and ending balances
• Handle multiple account statements in one PDF
• Work with different statement layouts from various banks

People often use bank statement conversion for:

• Managing personal finances and budgeting
• Tracking expenses for taxes
• Financial analysis for small businesses and freelancers
• Automating bookkeeping and accounting
• Preparing financial reports for loans or mortgages

By changing your bank statement PDFs into easier formats like CSV or Excel, you can quickly bring your financial data into accounting software or personal finance tools for more analysis and management.

NDJSON (Newline Delimited JSON) is a format where each line is a valid JSON object, making it easier to process large datasets sequentially.

Technical Details

Each line in an NDJSON file is a complete, self-contained JSON object ended by a newline character. This allows for streaming processing without loading the entire file into memory.

Advantages

• Streaming-friendly for large datasets
• Easy to append new records
• Each record can be processed independently
• Simpler to parse than JSON arrays for large datasets

Limitations

• No support for cross-record references
• Less widely supported than standard JSON
• Each line must be a complete JSON object
• Not suitable for deeply nested relationships