Paystub Extractor SDK – Earning Statement Extractor solution to automatically extract fields from paystub

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Paystub Extractor SDK – Earning Statement Extractor solution to automatically extract fields from paystub

ByteScout Paystub Extractor (also known as “Earnings Statement Extractor”) is the set of automated tools that can take unstructured electronic PDF paystubs, scanned paystubs, and automatically extract data from them as JSON or CSV data file.

Features

Automatically parses PDF files with earning statements;
No templates and no additional coding are required;
Extracts from unstructured paystubs into CSV and JSON;
Automatically detects and extracts the following fields from paystubs:
- Employee Name and Pay/Check Date
- Pay Period End and Date
- Deposit Amount
- Current Net Pay, Current Gross Pay
- Employer Name
- Bank Account Number, Bank Location, Bank Number, Bank Transit ABA
- YTD Net pay and YTD Gross Pay

DEMO 1: Earnings statements auto-extractor form PDF Paystub sample 1

Input PDF

Output JSON

scroll the code to see full JSON


[
  {
    "fieldType": "Employer_Name",
    "fieldValue": "Company Ltd",
    "fieldConfidence": 0.71400000000000008,
    "x": 138.7,
    "y": 273.0,
    "width": 66.29000000000002,
    "height": 12.0
  },
  {
    "fieldType": "Pay_Period_End",
    "fieldValue": "01/29/2001",
    "fieldConfidence": 0.85636363636363644,
    "x": 193.9,
    "y": 56.8,
    "width": 56.989999999999995,
    "height": 12.0
  },
  {
    "fieldType": "Pay_Or_Check_Date",
    "fieldValue": "01/30/2001",
    "fieldConfidence": 0.93,
    "x": 207.7,
    "y": 56.8,
    "width": 46.989999999999995,
    "height": 12.0
  },
  {
    "fieldType": "Employee_Name",
    "fieldValue": "Jane Doe",
    "fieldConfidence": 0.7695,
    "x": 235.3,
    "y": 56.8,
    "width": 44.3,
    "height": 12.0
  },
  {
    "fieldType": "Current_Gross_Pay",
    "fieldValue": "2,040.00",
    "fieldConfidence": 0.93,
    "x": 331.9,
    "y": 358.7,
    "width": 42.0,
    "height": 12.0
  },
  {
    "fieldType": "YTD_Gross_Pay",
    "fieldValue": "4,080.00",
    "fieldConfidence": 0.93,
    "x": 331.9,
    "y": 458.4,
    "width": 42.0,
    "height": 12.0
  },
  {
    "fieldType": "Current_Net_Pay",
    "fieldValue": "1,785.00",
    "fieldConfidence": 0.93,
    "x": 447.7,
    "y": 59.6,
    "width": 40.279999999999994,
    "height": 12.0
  },
  {
    "fieldType": "YTD_Net_Pay",
    "fieldValue": "3,570.00",
    "fieldConfidence": 0.93,
    "x": 447.7,
    "y": 458.4,
    "width": 42.0,
    "height": 12.0
  },
  {
    "fieldType": "Bank_Location",
    "fieldValue": "012345678",
    "fieldConfidence": 0.93,
    "x": 508.4,
    "y": 184.2,
    "width": 75.62,
    "height": 12.0
  },
  {
    "fieldType": "Bank_Location_Second",
    "fieldValue": "",
    "fieldConfidence": 0.93,
    "x": -1.0,
    "y": -1.0,
    "width": -1.0,
    "height": -1.0
  },
  {
    "fieldType": "Bank_Account_Number",
    "fieldValue": "9876543210",
    "fieldConfidence": 0.93,
    "x": 508.4,
    "y": 308.9,
    "width": 88.25,
    "height": 12.0
  },
  {
    "fieldType": "Bank_Account_Number_Second",
    "fieldValue": "",
    "fieldConfidence": 0.93,
    "x": -1.0,
    "y": -1.0,
    "width": -1.0,
    "height": -1.0
  },
  {
    "fieldType": "Deposit_Amount",
    "fieldValue": "1,785.00",
    "fieldConfidence": 0.81,
    "x": 508.4,
    "y": 433.5,
    "width": 41.930000000000007,
    "height": 12.0
  },
  {
    "fieldType": "Deposit_Amount_Second",
    "fieldValue": "",
    "fieldConfidence": 0.81,
    "x": -1.0,
    "y": -1.0,
    "width": -1.0,
    "height": -1.0
  }
]

DEMO 2: Earnings Statement Auto-Extraction from PDF paystub

Input PDF

Generated JSON

scroll the code to see full JSON

[
  {
    "fieldType": "Pay_Or_Check_Date",
    "fieldValue": "02/01/2010",
    "fieldConfidence": 0.93,
    "x": 187.8,
    "y": 272.2,
    "width": 47.629999999999995,
    "height": 12.0
  },
  {
    "fieldType": "Employer_Name",
    "fieldValue": "Company Ltd",
    "fieldConfidence": 0.71400000000000008,
    "x": 224.1,
    "y": 56.8,
    "width": 67.79,
    "height": 12.0
  },
  {
    "fieldType": "Employee_Name",
    "fieldValue": "John Doe",
    "fieldConfidence": 0.7695,
    "x": 115.1,
    "y": 388.6,
    "width": 46.100000000000023,
    "height": 12.0
  },
  {
    "fieldType": "Pay_Period_End",
    "fieldValue": "01/30/2010",
    "fieldConfidence": 0.85636363636363644,
    "x": 187.8,
    "y": 388.6,
    "width": 57.720000000000027,
    "height": 12.0
  },
  {
    "fieldType": "Current_Gross_Pay",
    "fieldValue": "2,860.00",
    "fieldConfidence": 0.93,
    "x": 389.5,
    "y": 59.6,
    "width": 30.699999999999996,
    "height": 26.0
  },
  {
    "fieldType": "YTD_Gross_Pay",
    "fieldValue": "5,515.00",
    "fieldConfidence": 0.93,
    "x": 389.5,
    "y": 59.6,
    "width": 30.699999999999996,
    "height": 26.0
  },
  {
    "fieldType": "Current_Net_Pay",
    "fieldValue": "2,110.00",
    "fieldConfidence": 0.93,
    "x": 423.1,
    "y": 332.0,
    "width": 40.94,
    "height": 12.0
  },
  {
    "fieldType": "YTD_Net_Pay",
    "fieldValue": "4,015.00",
    "fieldConfidence": 0.93,
    "x": 423.1,
    "y": 332.0,
    "width": 40.94,
    "height": 12.0
  },
  {
    "fieldType": "Bank_Account_Number",
    "fieldValue": "000111222333",
    "fieldConfidence": 0.93,
    "x": 569.1,
    "y": 258.9,
    "width": 50.269999999999982,
    "height": 12.0
  },
  {
    "fieldType": "Bank_Account_Number_Second",
    "fieldValue": "333222111000",
    "fieldConfidence": 0.93,
    "x": 569.1,
    "y": 258.9,
    "width": 50.269999999999982,
    "height": 12.0
  },
  {
    "fieldType": "Bank_Transit_ABA",
    "fieldValue": "00001234",
    "fieldConfidence": 0.93,
    "x": 569.1,
    "y": 358.7,
    "width": 58.629999999999995,
    "height": 12.0
  },
  {
    "fieldType": "Bank_Transit_ABA_Second",
    "fieldValue": "12340000",
    "fieldConfidence": 0.93,
    "x": 569.1,
    "y": 358.7,
    "width": 58.629999999999995,
    "height": 12.0
  },
  {
    "fieldType": "Deposit_Amount",
    "fieldValue": "450.00",
    "fieldConfidence": 0.81,
    "x": 569.1,
    "y": 458.4,
    "width": 39.45999999999998,
    "height": 12.0
  },
  {
    "fieldType": "Deposit_Amount_Second",
    "fieldValue": "1,660.00",
    "fieldConfidence": 0.81,
    "x": 569.1,
    "y": 458.4,
    "width": 39.45999999999998,
    "height": 12.0
  }
]

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