tech.tablesaw.plotly.api.QuantilePlot Maven / Gradle / Ivy

Go to download

Show more of this group Show more artifacts with this name
Show all versions of tablesaw-jsplot Show documentation

There is a newer version: 0.43.1

package tech.tablesaw.plotly.api;

import tech.tablesaw.api.NumericColumn;
import tech.tablesaw.api.Table;
import tech.tablesaw.plotly.components.Figure;
import tech.tablesaw.plotly.components.Layout;
import tech.tablesaw.plotly.traces.ScatterTrace;

public class QuantilePlot {

  /**
   * Returns a figure containing a Quantile Plot describing the distribution of values in the column
   * of interest
   *
   * @param title A title for the plot
   * @param table The table containing the column of interest
   * @param columnName The name of the numeric column containing the data to plot
   * @return A quantile plot
   */
  public static Figure create(String title, Table table, String columnName) {

    NumericColumn xCol = table.nCol(columnName);

    double[] x = new double[xCol.size()];

    for (int i = 0; i < x.length; i++) {
      x[i] = i / (float) x.length;
    }

    NumericColumn copy = xCol.copy();
    copy.sortAscending();

    ScatterTrace trace = ScatterTrace.builder(x, copy.asDoubleArray()).build();
    Layout layout = Layout.builder().title(title).build();
    return new Figure(layout, trace);
  }
}