The rest of the charts are just variations of a line chart. You can use the same code to show most of them, like in the next screenshot:

There are these interesting points in the code for this example:

• We are using CategoryAxis for months to show a new API and because bar charts don't work with a horizontal NumberAxis
• You need to provide a separate instance of axes and series for each chart
• Charts monitor their data through binding, so to add new data you just need to update the series lists
• All new data will be animated

Refer to the following code snippet:

// chapter10/chart/XYChartsDemo.java

public void start(Stage stage) {
    // we need a bit of lambdacraft to work with constructors
    Supplier<CategoryAxis> supplierX = () -> {
        return new CategoryAxis();
    };
    Supplier<NumberAxis> supplierY = () -> {
        NumberAxis axisY = new NumberAxis();
        axisY.setLabel("Average Temperature (C)");
        return axisY;
    };
    TilePane root = new TilePane(2, 2);

    Stream.of(
       // API is the same, only class name changes:
       new AreaChart<>(supplierX.get(), supplierY.get()),
       new BarChart<>(supplierX.get(), supplierY.get()),
       new LineChart<>(supplierX.get(), supplierY.get()),
       new ScatterChart<>(supplierX.get(), supplierY.get()),
       new StackedAreaChart<>(supplierX.get(), supplierY.get()),
       new StackedBarChart<>(supplierX.get(), supplierY.get())
    ).forEach((chart)-> {
       chart.setTitle(chart.getClass().getSimpleName());
       chart.setLegendVisible(false);
       chart.setPrefSize(350, 280);
       XYChart.Series<String, Number> seriesMoscow = new XYChart.Series<>(
               "Moscow",
               FXCollections.observableArrayList(
                       new XYChart.Data<>("January", -7),
                       new XYChart.Data<>("February", -6),
                       new XYChart.Data<>("March", 0),
                       new XYChart.Data<>("April", 7),
                       new XYChart.Data<>("May", 15),
                       new XYChart.Data<>("June", 18),
                       new XYChart.Data<>("July", 21),
                       new XYChart.Data<>("August", 19),
                       new XYChart.Data<>("September", 13),
                       new XYChart.Data<>("October", 6),
                       new XYChart.Data<>("November", 1),
                       new XYChart.Data<>("December", -4)
               ));

       XYChart.Series<String, Number> seriesLondon = new XYChart.Series<>(
               "London",
               FXCollections.observableArrayList(
                       new XYChart.Data<>("January", 7),
                       new XYChart.Data<>("February", 7),
                       new XYChart.Data<>("March", 9),
                       new XYChart.Data<>("April", 12),
                       new XYChart.Data<>("May", 15),
                       new XYChart.Data<>("June", 18),
                       new XYChart.Data<>("July", 20),
                       new XYChart.Data<>("August", 20),
                       new XYChart.Data<>("September", 17),
                       new XYChart.Data<>("October", 13),
                       new XYChart.Data<>("November", 10),
                       new XYChart.Data<>("December", 7)
               ));
       chart.getData().addAll(seriesLondon, seriesMoscow);
       chart.setOnMouseClicked((e) -> {
           // animated update demo
           seriesMoscow.getData().add(
               new XYChart.Data<>("Nonexistembr", Math.random()*15));
       });
       root.getChildren().add(chart);
    });
    stage.setScene(new Scene(root, 720, 600));
    stage.show();
}