Examples with ScatterTrace tech.tablesaw.plotly.traces.ScatterTrace used on opensource projects

Example 1 with ScatterTrace

use of tech.tablesaw.plotly.traces.ScatterTrace in project tablesaw by jtablesaw.

the class TimeSeriesPlot method create.

public static Figure create(String title, String xTitle, InstantColumn xCol, String yTitle, NumericColumn<?> yCol) {
    Layout layout = Layout.builder(title, xTitle, yTitle).build();
    ScatterTrace trace = ScatterTrace.builder(xCol, yCol).mode(ScatterTrace.Mode.LINE).build();
    return new Figure(layout, trace);
}

Example 2 with ScatterTrace

use of tech.tablesaw.plotly.traces.ScatterTrace in project tablesaw by jtablesaw.

the class TimeSeriesPlot method create.

public static Figure create(String title, String xTitle, DateTimeColumn xCol, String yTitle, NumericColumn<?> yCol) {
    Layout layout = Layout.builder(title, xTitle, yTitle).build();
    ScatterTrace trace = ScatterTrace.builder(xCol, yCol).mode(ScatterTrace.Mode.LINE).build();
    return new Figure(layout, trace);
}

Example 3 with ScatterTrace

use of tech.tablesaw.plotly.traces.ScatterTrace in project tablesaw by jtablesaw.

the class TimeSeriesPlot method createDateTimeSeries.

/**
 * Creates a time series where the x values are from a DateTimeColumn, rather than a DateColumn
 *
 * @param title The title of the plot
 * @param table The table containing the source data
 * @param dateTimeColumnName The name of a DateTimeColumn
 * @param numberColumnName The name of a NumberColumn
 * @return The figure to be displayed
 */
public static Figure createDateTimeSeries(String title, Table table, String dateTimeColumnName, String numberColumnName) {
    DateTimeColumn xCol = table.dateTimeColumn(dateTimeColumnName);
    NumericColumn<?> yCol = table.numberColumn(numberColumnName);
    Layout layout = Layout.builder(title, xCol.name(), yCol.name()).build();
    ScatterTrace trace = ScatterTrace.builder(xCol, yCol).mode(ScatterTrace.Mode.LINE).build();
    return new Figure(layout, trace);
}

Example 4 with ScatterTrace

use of tech.tablesaw.plotly.traces.ScatterTrace in project tablesaw by jtablesaw.

the class TimeSeriesPlot method create.

public static Figure create(String title, String xTitle, DateColumn xCol, String yTitle, NumericColumn<?> yCol) {
    Layout layout = Layout.builder(title, xTitle, yTitle).build();
    ScatterTrace trace = ScatterTrace.builder(xCol, yCol).mode(ScatterTrace.Mode.LINE).build();
    return new Figure(layout, trace);
}

Example 5 with ScatterTrace

use of tech.tablesaw.plotly.traces.ScatterTrace in project tablesaw by jtablesaw.

the class TukeyMeanDifferencePlot method create.

/**
 * Returns a figure containing a QQ Plot describing the differences between the distribution of
 * values in the columns of interest
 *
 * @param title A title for the plot
 * @param measure The measure being compared on the plot (e.g "inches" or "height in inches"
 * @param xData The data to plot on the x Axis
 * @param yData The data to plot on the y Axis
 * @return A quantile plot
 */
public static Figure create(String title, String measure, double[] xData, double[] yData) {
    Preconditions.checkArgument(xData.length != 0, "x Data array is empty");
    Preconditions.checkArgument(yData.length != 0, "x Data array is empty");
    if (xData.length != yData.length) {
        double[] interpolatedData;
        if (xData.length < yData.length) {
            interpolatedData = interpolate(yData, xData.length);
            yData = interpolatedData;
        } else {
            interpolatedData = interpolate(xData, yData.length);
            xData = interpolatedData;
        }
    }
    Arrays.sort(xData);
    Arrays.sort(yData);
    double[] averagePoints = new double[xData.length];
    double[] differencePoints = new double[xData.length];
    for (int i = 0; i < xData.length; i++) {
        averagePoints[i] = (xData[i] + yData[i]) / 2.0;
        differencePoints[i] = (xData[i] - yData[i]);
    }
    double xMin = StatUtils.min(xData);
    double xMax = StatUtils.max(xData);
    double[] zeroLineX = { xMin, xMax };
    double[] zeroLineY = { 0, 0 };
    // Draw the line indicating equal distributions (this is zero in this plot)
    ScatterTrace trace1 = ScatterTrace.builder(zeroLineX, zeroLineY).mode(ScatterTrace.Mode.LINE).name("y = x").build();
    // Draw the actual data points
    ScatterTrace trace2 = ScatterTrace.builder(averagePoints, differencePoints).name("mean x difference").build();
    Layout layout = Layout.builder().title(title).xAxis(Axis.builder().title("mean (" + measure + ")").build()).yAxis(Axis.builder().title("difference (" + measure + ")").build()).height(700).width(900).build();
    return new Figure(layout, trace1, trace2);
}