Data-preprocessing/index.html at main · Madhuarvind/Data-preprocessing · GitHub

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<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Data Preprocessing Application</title>

    <!-- Bootstrap CSS via CDN -->
    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/bootstrap@5.3.0-alpha1/dist/css/bootstrap.min.css">
    <link rel="stylesheet" href="{{ url_for('static', filename='css/styles.css') }}">

</head>
<body>

    <!-- Hero Section with Logo -->
    <div class="container mt-4">
        <div class="hero shadow-lg text-center">
            <!-- Add the logo image here -->
            <img src="{{ url_for('static', filename='logo.jpg') }}" alt="App Logo" class="mb-4" style="width: 150px;">
            <h1>Data Preprocessing Application</h1>
            <p>Upload your dataset and select charts for visualization.</p>
        </div>

    <!-- Upload Section -->
    <div class="upload-section">
        <h2>Choose your Dataset (CSV or Excel)</h2>
        <form action="/upload" method="post" enctype="multipart/form-data" class="mt-4">
            <div class="mb-3">
                <input type="file" class="form-control" id="file" name="file" accept=".csv,.xlsx" required>
            </div>

            <h2>Preprocessing Options</h2>
            <div class="preprocess-options mb-4">
                <div class="form-check">
                    <input class="form-check-input" type="checkbox" name="preprocess" value="remove_na" id="remove_na" checked>
                    <label class="form-check-label" for="remove_na">Remove Missing Values</label>
                </div>
                <div class="form-check">
                    <input class="form-check-input" type="checkbox" name="preprocess" value="remove_duplicates" id="remove_duplicates">
                    <label class="form-check-label" for="remove_duplicates">Remove Duplicates</label>
                </div>
                <div class="form-check">
                    <input class="form-check-input" type="checkbox" name="preprocess" value="remove_outliers" id="remove_outliers">
                    <label class="form-check-label" for="remove_outliers">Remove Outliers (IQR)</label>
                </div>
                <div class="form-check">
                    <input class="form-check-input" type="checkbox" name="preprocess" value="normalize" id="normalize">
                    <label class="form-check-label" for="normalize">Normalize Numerical Columns</label>
                </div>
                <div class="form-check">
                    <input class="form-check-input" type="checkbox" name="preprocess" value="encode_categoricals" id="encode_categoricals">
                    <label class="form-check-label" for="encode_categoricals">Encode Categorical Columns (One-Hot)</label>
                </div>
            </div>

            <h2>Select Charts to Visualize</h2>
            <div class="chart-options">
                <div class="form-check">
                    <input class="form-check-input" type="checkbox" name="charts" value="histogram" id="histogram">
                    <label class="form-check-label" for="histogram">Histogram</label>
                </div>
                <div class="form-check">
                    <input class="form-check-input" type="checkbox" name="charts" value="boxplot" id="boxplot">
                    <label class="form-check-label" for="boxplot">Box Plot</label>
                </div>
                <div class="form-check">
                    <input class="form-check-input" type="checkbox" name="charts" value="scatter" id="scatter">
                    <label class="form-check-label" for="scatter">Scatter Plot</label>
                </div>
                <div class="form-check">
                    <input class="form-check-input" type="checkbox" name="charts" value="line" id="line">
                    <label class="form-check-label" for="line">Line Chart</label>
                </div>
                <div class="form-check">
                    <input class="form-check-input" type="checkbox" name="charts" value="bar" id="bar">
                    <label class="form-check-label" for="bar">Bar Chart</label>
                </div>
                <div class="form-check">
                    <input class="form-check-input" type="checkbox" name="charts" value="pie" id="pie">
                    <label class="form-check-label" for="pie">Pie Chart</label>
                </div>
            </div>

            <button type="submit" class="upload-button mt-4">Upload and Generate Charts</button>
        </form>
    </div>
    </div>

    <!-- Footer -->
    <footer>
        <p>&copy; 2024 Data Cleaner. All rights reserved.</p>
    </footer>

    <!-- Bootstrap JS and dependencies via CDN -->
    <script src="https://cdn.jsdelivr.net/npm/bootstrap@5.3.0-alpha1/dist/js/bootstrap.bundle.min.js"></script>

</body>
</html>