invoice fraud detection in C# and ByteScout Robotic Process Automation

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InvoiceFraudDetection.VS2005.csproj

      
<?xml version="1.0" encoding="utf-8"?> <Project DefaultTargets="Build" xmlns="http://schemas.microsoft.com/developer/msbuild/2003"> <Import Project="$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props" Condition="Exists('$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props')" /> <PropertyGroup> <Configuration Condition=" '$(Configuration)' == '' ">Debug</Configuration> <Platform Condition=" '$(Platform)' == '' ">AnyCPU</Platform> <ProjectGuid>{BF74D299-912C-4259-A022-71628F76F2B9}</ProjectGuid> <OutputType>Exe</OutputType> <RootNamespace>InvoiceFraudDetection</RootNamespace> <AssemblyName>InvoiceFraudDetection</AssemblyName> <FileAlignment>512</FileAlignment> <ProductVersion>8.0.50727</ProductVersion> </PropertyGroup> <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|AnyCPU' "> <PlatformTarget>AnyCPU</PlatformTarget> <DebugSymbols>true</DebugSymbols> <DebugType>full</DebugType> <Optimize>false</Optimize> <OutputPath>bin\Debug\</OutputPath> <DefineConstants>DEBUG;TRACE</DefineConstants> <ErrorReport>prompt</ErrorReport> <WarningLevel>4</WarningLevel> </PropertyGroup> <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|AnyCPU' "> <PlatformTarget>AnyCPU</PlatformTarget> <DebugType>pdbonly</DebugType> <Optimize>true</Optimize> <OutputPath>bin\Release\</OutputPath> <DefineConstants>TRACE</DefineConstants> <ErrorReport>prompt</ErrorReport> <WarningLevel>4</WarningLevel> </PropertyGroup> <ItemGroup> <Reference Include="Bytescout.PDFExtractor, Version=6.30.0.2431, Culture=neutral, PublicKeyToken=f7dd1bd9d40a50eb, processorArchitecture=MSIL"> <SpecificVersion>False</SpecificVersion> <HintPath>C:\Program Files\Bytescout PDF Extractor SDK\net2.00\Bytescout.PDFExtractor.dll</HintPath> </Reference> <Reference Include="System" /> <Reference Include="System.Data" /> <Reference Include="System.Drawing" /> <Reference Include="System.Xml" /> </ItemGroup> <ItemGroup> <Compile Include="Program.cs" /> </ItemGroup> <ItemGroup> <None Include="Sample_Files\InvoiceApr.pdf"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> <None Include="Sample_Files\InvoiceApr_Forged.pdf"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> <None Include="Sample_Files\InvoiceMar.pdf"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> <None Include="settings.json"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> </ItemGroup> <Import Project="$(MSBuildBinPath)\Microsoft.CSharp.targets" /> <!-- To modify your build process, add your task inside one of the targets below and uncomment it. Other similar extension points exist, see Microsoft.Common.targets. <Target Name="BeforeBuild"> </Target> <Target Name="AfterBuild"> </Target> --> </Project>

InvoiceFraudDetection.VS2008.csproj

      
<?xml version="1.0" encoding="utf-8"?> <Project ToolsVersion="3.5" DefaultTargets="Build" xmlns="http://schemas.microsoft.com/developer/msbuild/2003"> <Import Project="$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props" Condition="Exists('$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props')" /> <PropertyGroup> <Configuration Condition=" '$(Configuration)' == '' ">Debug</Configuration> <Platform Condition=" '$(Platform)' == '' ">AnyCPU</Platform> <ProjectGuid>{BF74D299-912C-4259-A022-71628F76F2B9}</ProjectGuid> <OutputType>Exe</OutputType> <RootNamespace>InvoiceFraudDetection</RootNamespace> <AssemblyName>InvoiceFraudDetection</AssemblyName> <TargetFrameworkVersion>v2.0</TargetFrameworkVersion> <FileAlignment>512</FileAlignment> <ProductVersion>9.0.30729</ProductVersion> </PropertyGroup> <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|AnyCPU' "> <PlatformTarget>AnyCPU</PlatformTarget> <DebugSymbols>true</DebugSymbols> <DebugType>full</DebugType> <Optimize>false</Optimize> <OutputPath>bin\Debug\</OutputPath> <DefineConstants>DEBUG;TRACE</DefineConstants> <ErrorReport>prompt</ErrorReport> <WarningLevel>4</WarningLevel> </PropertyGroup> <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|AnyCPU' "> <PlatformTarget>AnyCPU</PlatformTarget> <DebugType>pdbonly</DebugType> <Optimize>true</Optimize> <OutputPath>bin\Release\</OutputPath> <DefineConstants>TRACE</DefineConstants> <ErrorReport>prompt</ErrorReport> <WarningLevel>4</WarningLevel> </PropertyGroup> <ItemGroup> <Reference Include="Bytescout.PDFExtractor, Version=6.30.0.2431, Culture=neutral, PublicKeyToken=f7dd1bd9d40a50eb, processorArchitecture=MSIL"> <SpecificVersion>False</SpecificVersion> <HintPath>C:\Program Files\Bytescout PDF Extractor SDK\net2.00\Bytescout.PDFExtractor.dll</HintPath> </Reference> <Reference Include="System" /> <Reference Include="System.Data" /> <Reference Include="System.Drawing" /> <Reference Include="System.Xml" /> </ItemGroup> <ItemGroup> <Compile Include="Program.cs" /> </ItemGroup> <ItemGroup> <None Include="Sample_Files\InvoiceApr.pdf"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> <None Include="Sample_Files\InvoiceApr_Forged.pdf"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> <None Include="Sample_Files\InvoiceMar.pdf"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> <None Include="settings.json"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> </ItemGroup> <Import Project="$(MSBuildToolsPath)\Microsoft.CSharp.targets" /> <!-- To modify your build process, add your task inside one of the targets below and uncomment it. Other similar extension points exist, see Microsoft.Common.targets. <Target Name="BeforeBuild"> </Target> <Target Name="AfterBuild"> </Target> --> </Project>

InvoiceFraudDetection.VS2010.csproj

      
<?xml version="1.0" encoding="utf-8"?> <Project ToolsVersion="4.0" DefaultTargets="Build" xmlns="http://schemas.microsoft.com/developer/msbuild/2003"> <Import Project="$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props" Condition="Exists('$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props')" /> <PropertyGroup> <Configuration Condition=" '$(Configuration)' == '' ">Debug</Configuration> <Platform Condition=" '$(Platform)' == '' ">AnyCPU</Platform> <ProjectGuid>{BF74D299-912C-4259-A022-71628F76F2B9}</ProjectGuid> <OutputType>Exe</OutputType> <RootNamespace>InvoiceFraudDetection</RootNamespace> <AssemblyName>InvoiceFraudDetection</AssemblyName> <TargetFrameworkVersion>v4.0</TargetFrameworkVersion> <FileAlignment>512</FileAlignment> </PropertyGroup> <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|AnyCPU' "> <PlatformTarget>AnyCPU</PlatformTarget> <DebugSymbols>true</DebugSymbols> <DebugType>full</DebugType> <Optimize>false</Optimize> <OutputPath>bin\Debug\</OutputPath> <DefineConstants>DEBUG;TRACE</DefineConstants> <ErrorReport>prompt</ErrorReport> <WarningLevel>4</WarningLevel> </PropertyGroup> <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|AnyCPU' "> <PlatformTarget>AnyCPU</PlatformTarget> <DebugType>pdbonly</DebugType> <Optimize>true</Optimize> <OutputPath>bin\Release\</OutputPath> <DefineConstants>TRACE</DefineConstants> <ErrorReport>prompt</ErrorReport> <WarningLevel>4</WarningLevel> </PropertyGroup> <ItemGroup> <Reference Include="Bytescout.PDFExtractor, Version=6.30.0.2431, Culture=neutral, PublicKeyToken=f7dd1bd9d40a50eb, processorArchitecture=MSIL"> <SpecificVersion>False</SpecificVersion> <HintPath>C:\Program Files\Bytescout PDF Extractor SDK\net2.00\Bytescout.PDFExtractor.dll</HintPath> </Reference> <Reference Include="System" /> <Reference Include="System.Data" /> <Reference Include="System.Drawing" /> <Reference Include="System.Xml" /> </ItemGroup> <ItemGroup> <Compile Include="Program.cs" /> </ItemGroup> <ItemGroup> <None Include="Sample_Files\InvoiceApr.pdf"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> <None Include="Sample_Files\InvoiceApr_Forged.pdf"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> <None Include="Sample_Files\InvoiceMar.pdf"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> <None Include="settings.json"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> </ItemGroup> <Import Project="$(MSBuildToolsPath)\Microsoft.CSharp.targets" /> <!-- To modify your build process, add your task inside one of the targets below and uncomment it. Other similar extension points exist, see Microsoft.Common.targets. <Target Name="BeforeBuild"> </Target> <Target Name="AfterBuild"> </Target> --> </Project>

InvoiceFraudDetection.VS2012.csproj

      
<?xml version="1.0" encoding="utf-8"?> <Project ToolsVersion="4.0" DefaultTargets="Build" xmlns="http://schemas.microsoft.com/developer/msbuild/2003"> <Import Project="$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props" Condition="Exists('$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props')" /> <PropertyGroup> <Configuration Condition=" '$(Configuration)' == '' ">Debug</Configuration> <Platform Condition=" '$(Platform)' == '' ">AnyCPU</Platform> <ProjectGuid>{BF74D299-912C-4259-A022-71628F76F2B9}</ProjectGuid> <OutputType>Exe</OutputType> <RootNamespace>InvoiceFraudDetection</RootNamespace> <AssemblyName>InvoiceFraudDetection</AssemblyName> <TargetFrameworkVersion>v4.0</TargetFrameworkVersion> <FileAlignment>512</FileAlignment> </PropertyGroup> <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|AnyCPU' "> <PlatformTarget>AnyCPU</PlatformTarget> <DebugSymbols>true</DebugSymbols> <DebugType>full</DebugType> <Optimize>false</Optimize> <OutputPath>bin\Debug\</OutputPath> <DefineConstants>DEBUG;TRACE</DefineConstants> <ErrorReport>prompt</ErrorReport> <WarningLevel>4</WarningLevel> </PropertyGroup> <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|AnyCPU' "> <PlatformTarget>AnyCPU</PlatformTarget> <DebugType>pdbonly</DebugType> <Optimize>true</Optimize> <OutputPath>bin\Release\</OutputPath> <DefineConstants>TRACE</DefineConstants> <ErrorReport>prompt</ErrorReport> <WarningLevel>4</WarningLevel> </PropertyGroup> <ItemGroup> <Reference Include="Bytescout.PDFExtractor, Version=6.30.0.2431, Culture=neutral, PublicKeyToken=f7dd1bd9d40a50eb, processorArchitecture=MSIL"> <SpecificVersion>False</SpecificVersion> <HintPath>C:\Program Files\Bytescout PDF Extractor SDK\net2.00\Bytescout.PDFExtractor.dll</HintPath> </Reference> <Reference Include="System" /> <Reference Include="System.Data" /> <Reference Include="System.Drawing" /> <Reference Include="System.Xml" /> </ItemGroup> <ItemGroup> <Compile Include="Program.cs" /> </ItemGroup> <ItemGroup> <None Include="Sample_Files\InvoiceApr.pdf"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> <None Include="Sample_Files\InvoiceApr_Forged.pdf"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> <None Include="Sample_Files\InvoiceMar.pdf"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> <None Include="settings.json"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> </ItemGroup> <Import Project="$(MSBuildToolsPath)\Microsoft.CSharp.targets" /> <!-- To modify your build process, add your task inside one of the targets below and uncomment it. Other similar extension points exist, see Microsoft.Common.targets. <Target Name="BeforeBuild"> </Target> <Target Name="AfterBuild"> </Target> --> </Project>

InvoiceFraudDetection.VS2013.csproj

      
<?xml version="1.0" encoding="utf-8"?> <Project ToolsVersion="12.0" DefaultTargets="Build" xmlns="http://schemas.microsoft.com/developer/msbuild/2003"> <Import Project="$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props" Condition="Exists('$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props')" /> <PropertyGroup> <Configuration Condition=" '$(Configuration)' == '' ">Debug</Configuration> <Platform Condition=" '$(Platform)' == '' ">AnyCPU</Platform> <ProjectGuid>{BF74D299-912C-4259-A022-71628F76F2B9}</ProjectGuid> <OutputType>Exe</OutputType> <RootNamespace>InvoiceFraudDetection</RootNamespace> <AssemblyName>InvoiceFraudDetection</AssemblyName> <TargetFrameworkVersion>v4.0</TargetFrameworkVersion> <FileAlignment>512</FileAlignment> </PropertyGroup> <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|AnyCPU' "> <PlatformTarget>AnyCPU</PlatformTarget> <DebugSymbols>true</DebugSymbols> <DebugType>full</DebugType> <Optimize>false</Optimize> <OutputPath>bin\Debug\</OutputPath> <DefineConstants>DEBUG;TRACE</DefineConstants> <ErrorReport>prompt</ErrorReport> <WarningLevel>4</WarningLevel> </PropertyGroup> <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|AnyCPU' "> <PlatformTarget>AnyCPU</PlatformTarget> <DebugType>pdbonly</DebugType> <Optimize>true</Optimize> <OutputPath>bin\Release\</OutputPath> <DefineConstants>TRACE</DefineConstants> <ErrorReport>prompt</ErrorReport> <WarningLevel>4</WarningLevel> </PropertyGroup> <ItemGroup> <Reference Include="Bytescout.PDFExtractor, Version=6.30.0.2431, Culture=neutral, PublicKeyToken=f7dd1bd9d40a50eb, processorArchitecture=MSIL"> <SpecificVersion>False</SpecificVersion> <HintPath>C:\Program Files\Bytescout PDF Extractor SDK\net2.00\Bytescout.PDFExtractor.dll</HintPath> </Reference> <Reference Include="System" /> <Reference Include="System.Data" /> <Reference Include="System.Drawing" /> <Reference Include="System.Xml" /> </ItemGroup> <ItemGroup> <Compile Include="Program.cs" /> </ItemGroup> <ItemGroup> <None Include="Sample_Files\InvoiceApr.pdf"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> <None Include="Sample_Files\InvoiceApr_Forged.pdf"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> <None Include="Sample_Files\InvoiceMar.pdf"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> <None Include="settings.json"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> </ItemGroup> <Import Project="$(MSBuildToolsPath)\Microsoft.CSharp.targets" /> <!-- To modify your build process, add your task inside one of the targets below and uncomment it. Other similar extension points exist, see Microsoft.Common.targets. <Target Name="BeforeBuild"> </Target> <Target Name="AfterBuild"> </Target> --> </Project>

InvoiceFraudDetection.VS2015.csproj

      
<?xml version="1.0" encoding="utf-8"?> <Project ToolsVersion="14.0" DefaultTargets="Build" xmlns="http://schemas.microsoft.com/developer/msbuild/2003"> <Import Project="$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props" Condition="Exists('$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props')" /> <PropertyGroup> <Configuration Condition=" '$(Configuration)' == '' ">Debug</Configuration> <Platform Condition=" '$(Platform)' == '' ">AnyCPU</Platform> <ProjectGuid>{BF74D299-912C-4259-A022-71628F76F2B9}</ProjectGuid> <OutputType>Exe</OutputType> <RootNamespace>InvoiceFraudDetection</RootNamespace> <AssemblyName>InvoiceFraudDetection</AssemblyName> <TargetFrameworkVersion>v4.0</TargetFrameworkVersion> <FileAlignment>512</FileAlignment> </PropertyGroup> <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|AnyCPU' "> <PlatformTarget>AnyCPU</PlatformTarget> <DebugSymbols>true</DebugSymbols> <DebugType>full</DebugType> <Optimize>false</Optimize> <OutputPath>bin\Debug\</OutputPath> <DefineConstants>DEBUG;TRACE</DefineConstants> <ErrorReport>prompt</ErrorReport> <WarningLevel>4</WarningLevel> </PropertyGroup> <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|AnyCPU' "> <PlatformTarget>AnyCPU</PlatformTarget> <DebugType>pdbonly</DebugType> <Optimize>true</Optimize> <OutputPath>bin\Release\</OutputPath> <DefineConstants>TRACE</DefineConstants> <ErrorReport>prompt</ErrorReport> <WarningLevel>4</WarningLevel> </PropertyGroup> <ItemGroup> <Reference Include="Bytescout.PDFExtractor, Version=6.30.0.2431, Culture=neutral, PublicKeyToken=f7dd1bd9d40a50eb, processorArchitecture=MSIL"> <SpecificVersion>False</SpecificVersion> <HintPath>C:\Program Files\Bytescout PDF Extractor SDK\net2.00\Bytescout.PDFExtractor.dll</HintPath> </Reference> <Reference Include="System" /> <Reference Include="System.Data" /> <Reference Include="System.Drawing" /> <Reference Include="System.Web.Extensions" /> <Reference Include="System.Xml" /> </ItemGroup> <ItemGroup> <Compile Include="Program.cs" /> </ItemGroup> <ItemGroup> <None Include="Sample_Files\InvoiceApr.pdf"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> <None Include="Sample_Files\InvoiceApr_Forged.pdf"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> <None Include="Sample_Files\InvoiceMar.pdf"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> <None Include="settings.json"> <CopyToOutputDirectory>Always</CopyToOutputDirectory> </None> </ItemGroup> <Import Project="$(MSBuildToolsPath)\Microsoft.CSharp.targets" /> <!-- To modify your build process, add your task inside one of the targets below and uncomment it. Other similar extension points exist, see Microsoft.Common.targets. <Target Name="BeforeBuild"> </Target> <Target Name="AfterBuild"> </Target> --> </Project>

Program.cs

      
using System; using System.Collections.Generic; using System.Drawing; using System.IO; using System.Web.Script.Serialization; using Bytescout.PDFExtractor; namespace InvoiceFraudDetection { /// <summary> /// This example demonstrates detecting fraud within invoices /// Please Note: With Trial version, extracted value might have demo warnings and sample might not work as exptected. /// </summary> class Program { static void Main(string[] args) { var allInputFiles = new string[] { "Sample_Files\\InvoiceMar.pdf", "Sample_Files\\InvoiceApr.pdf", "Sample_Files\\InvoiceApr_Forged.pdf" }; var settingJson = File.ReadAllText("settings.json"); var deserializer = new JavaScriptSerializer(); // Deserialize json to class objects var lstExtractionSettings = deserializer.Deserialize<List<ExtractionSettings>>(settingJson); // Loop through all input files foreach (var itmFile in allInputFiles) { // Create TextExtractor instance using (var textExtractor = new TextExtractor("demo", "demo")) { // Load document from file textExtractor.LoadDocumentFromFile(itmFile); Console.WriteLine("Evaluating File: {0}\n", itmFile); bool isAllCriteriaMatched = true; foreach (var itmSetting in lstExtractionSettings) { // Region to extract from var extractionRegion = new RectangleF(itmSetting.RegionLocation.X, itmSetting.RegionLocation.Y, itmSetting.RegionLocation.Width, itmSetting.RegionLocation.Height); // Get Extracted Value var extractedValue = GetTextFromRegion(textExtractor, extractionRegion); var isCriteriaPassed = (itmSetting.CorrectValue == extractedValue); Console.WriteLine("Region Type: {0}", itmSetting.RegionType); Console.WriteLine("Expected Value: {0}", itmSetting.CorrectValue); Console.WriteLine("Extracted Value: {0}", extractedValue); Console.WriteLine("Criteria Passed: {0}\n", isCriteriaPassed); isAllCriteriaMatched = isCriteriaPassed && isAllCriteriaMatched; } Console.WriteLine("Fraud Detected: {0}", !isAllCriteriaMatched); Console.WriteLine("\n\n-----------------------------\n\n"); } } Console.WriteLine("Press any key..."); Console.ReadKey(); } /// <summary> /// Get text from particular region /// </summary> private static string GetTextFromRegion(TextExtractor textExtractor, RectangleF extractionRegion, int pageIndex = 0) { // Set Extraction Area textExtractor.SetExtractionArea(extractionRegion); // Get Text from that region return textExtractor.GetTextFromPage(pageIndex).Trim(); } } class ExtractionSettings { public ExtractionSettings() { RegionLocation = new ExtractionSettingRegion(); } public string RegionType { get; set; } public string CorrectValue { get; set; } public ExtractionSettingRegion RegionLocation { get; set; } } class ExtractionSettingRegion { public float X { get; set; } public float Y { get; set; } public float Width { get; set; } public float Height { get; set; } } }

settings.json

      
[ { "RegionType": "Account Number", "CorrectValue": "123-456-7892", "RegionLocation": { "X": 129.0, "Y": 185.3, "Width": 98.3, "Height": 12.8 } }, { "RegionType": "Swift Number", "CorrectValue": "SF123456", "RegionLocation": { "X": 114.4, "Y": 200.3, "Width": 114.0, "Height": 10.5 } }, { "RegionType": "Bank Name", "CorrectValue": "Bank of XYZ", "RegionLocation": { "X": 114.0, "Y": 213.8, "Width": 115.5, "Height": 11.3 } }, { "RegionType": "Branch", "CorrectValue": "City of XYX", "RegionLocation": { "X": 107.3, "Y": 226.3, "Width": 122.3, "Height": 15.0 } } ]

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