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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Dataset Display</title>
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<link rel="stylesheet" href="{{ url_for('static', filename='datasetstyling.css') }}">
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</head>
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<body>
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<div class="navbar">
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<div class="logo">
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<img src="{{ url_for('static', filename='images/logo.png') }}" alt="Company Logo">
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</div>
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<div class="navbar-links">
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<a href="/">Home</a>
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<div class="dropdown">
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<button class="dropbtn">Predict</button>
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<div class="dropdown-content">
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<a href="/predict/insurance">Insurance</a>
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<a href="/predict/app">App</a>
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</div>
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</div>
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<div class="dropdown">
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<button class="dropbtn">Analysis</button>
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<div class="dropdown-content">
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<a href="/analysis/insurance">Insurance</a>
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<a href="/analysis/app">App</a>
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</div>
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</div>
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<a href="/dataset">Dataset</a>
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</div>
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</div>
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<div class="dataset-container">
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<h1>Dataset Display :</h1>
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<div class="scrollbar">
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<table>
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<thead>
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<tr>
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<th>Car Company</th>
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<th>Accident Area</th>
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<th>Owner Gender</th>
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<th>Owner Age</th>
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<th>Fault</th>
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<th>Car Category</th>
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<th>Car Price</th>
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<th>Is Fraud</th>
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<th>Police Report Filed</th>
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<th>Witness Present</th>
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<th>Agent Type</th>
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<th>Number of Suppliments</th>
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<th>Base Policy</th>
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<th>Is Address Changed</th>
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<th>Past Number of Claims</th>
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</tr>
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</thead>
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<tbody>
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{% for index, row in df.iterrows() %}
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<tr>
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<td>{{ row['CarCompany'] }}</td>
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<td>{{ row['AccidentArea'] }}</td>
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<td>{{ row['OwnerGender'] }}</td>
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<td>{{ row['OwnerAge'] }}</td>
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<td>{{ row['Fault'] }}</td>
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<td>{{ row['CarCategory'] }}</td>
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<td>{{ row['CarPrice'] }}</td>
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<td>{{ row['IsFraud'] }}</td>
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<td>{{ row['PoliceReportFiled'] }}</td>
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<td>{{ row['WitnessPresent'] }}</td>
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<td>{{ row['AgentType'] }}</td>
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<td>{{ row['NumberOfSuppliments'] }}</td>
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<td>{{ row['BasePolicy'] }}</td>
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<td>{{ row['IsAddressChanged'] }}</td>
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<td>{{ row['PastNumberOfClaims'] }}</td>
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</tr>
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{% endfor %}
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</tbody>
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</table>
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</div>
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</div>
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<div class="plots-container">
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<div class="row">
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<div class="plot">
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<img src="data:image/png;base64,{{ plot1 }}" alt="Plot 1">
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</div>
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<div class="plot">
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<img src="data:image/png;base64,{{ plot2 }}" alt="Plot 2">
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</div>
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</div>
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<div class="row">
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<div class="plot">
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<img src="data:image/png;base64,{{ plot3 }}" alt="Plot 3">
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</div>
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<div class="plot">
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<img src="data:image/png;base64,{{ plot4 }}" alt="Plot 4">
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</div>
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</div>
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<div class="row">
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<div class="plot">
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<img src="data:image/png;base64,{{ plot5 }}" alt="Plot 5">
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</div>
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<div class="plot">
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<img src="data:image/png;base64,{{ plot6 }}" alt="Plot 6">
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</div>
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</div>
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<div class="row">
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<div class="plot">
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<img src="data:image/png;base64,{{ plot7 }}" alt="Plot 7">
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</div>
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<div class="plot">
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<img src="data:image/png;base64,{{ plot8 }}" alt="Plot 8">
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</div>
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</div>
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<div class="row">
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<div class="plot">
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<img src="data:image/png;base64,{{ plot9 }}" alt="Plot 9">
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</div>
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<div class="plot">
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<img src="data:image/png;base64,{{ plot10 }}" alt="Plot 10">
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</div>
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</div>
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</div>
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<div class="dataset-container">
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<h1>Unique Values in Dataset Columns:</h1>
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<table>
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<thead>
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<tr>
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<th>Column Name</th>
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<th>Unique Values</th>
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</tr>
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</thead>
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<tbody>
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{% for column in df.columns %}
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{% if df[column].dtype == 'object' %}
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<tr>
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<td>{{ column }}</td>
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<td>
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<ul>
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{% for value in df[column].unique() %}
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<li>{{ value }}</li>
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{% endfor %}
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</ul>
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</td>
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</tr>
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{% endif %}
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{% endfor %}
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</tbody>
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</table>
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</div>
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<div class="dataset-container">
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<h1>Additional Information:</h1>
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<table>
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<thead>
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<tr>
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<th>Total Rows</th>
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<th>Total Features</th>
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<th>Output Feature</th>
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<th>Most Important Input</th>
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<th>Total Fraud</th>
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<th>Total Non-Fraud</th>
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<th>Least Important Input</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>16184</td>
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<td>15</td>
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<td>IsFraud</td>
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<td>Base Policy</td>
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<td>8613</td>
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<td>7571</td>
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<td>Witness present</td>
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</tr>
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</tbody>
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</table>
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</div>
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</body>
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</html>
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