Visualize-Missing-Web-Traffic-Data-Using-AI-in-a-MAUI-Chart

This sample demonstrates how to integrate AI services and handle missing and abnormal data in the MAUI Cartesian Chart

Sample

    <Grid>
        <Grid.RowDefinitions>
            <RowDefinition Height="*"/>
            <RowDefinition Height="Auto"/>
        </Grid.RowDefinitions>

        <chart:SfCartesianChart Grid.Row="0" x:Name="Chart" Margin="5" PaletteBrushes="{Binding PaletteBrushes}">

            <chart:SfCartesianChart.Title>
                <StackLayout Orientation="Vertical">
                    <Label Text="E-Commerce Website Traffic Data" FontSize="18" FontAttributes="Bold" HorizontalTextAlignment="Center" />
                    <Label Text="AI-powered data cleaning and preprocessing every hour, tracking hourly website visitors" LineBreakMode="WordWrap" HorizontalTextAlignment="Center" FontSize="14"/>
                </StackLayout>
            </chart:SfCartesianChart.Title>

            <chart:SfCartesianChart.XAxes>
                <chart:DateTimeAxis ShowMajorGridLines="False" EdgeLabelsDrawingMode="Shift">
                    <chart:DateTimeAxis.LabelStyle>
                        <chart:ChartAxisLabelStyle LabelFormat="hh tt"/>
                    </chart:DateTimeAxis.LabelStyle>
                </chart:DateTimeAxis>
            </chart:SfCartesianChart.XAxes>

            <chart:SfCartesianChart.YAxes>
                <chart:NumericalAxis ShowMajorGridLines="False" Minimum="140" Interval="30" Maximum="320" EdgeLabelsDrawingMode="Center">
                </chart:NumericalAxis>
            </chart:SfCartesianChart.YAxes>

            <chart:LineSeries x:Name="CleanedDataseries" ItemsSource="{Binding CleanedData}"
                        XBindingPath="DateTime" YBindingPath="Visitors"
                        StrokeWidth="2"/>

            <chart:LineSeries x:Name="RawDataSeries" ItemsSource="{Binding RawData}" 
                        XBindingPath="DateTime" YBindingPath="Visitors" 
                        StrokeWidth="2"/>

        </chart:SfCartesianChart>

        <core:SfBusyIndicator Grid.Row="0" IsVisible="{Binding IsBusy}"
                        IsRunning="{Binding IsBusy}" AnimationType="DoubleCircle"/>

    </Grid>

Requirements to run the demo

To run the demo, refer to System Requirements for .NET MAUI

Troubleshooting:

Path too long exception

If you are facing path too long exception when building this example project, close Visual Studio and rename the repository to short and build the project.

License

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