tech.tablesaw.plotly.traces.BarTrace Java Examples

The following examples show how to use tech.tablesaw.plotly.traces.BarTrace. You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. You may check out the related API usage on the sidebar.
Example #1
Source File: BarPlot.java    From tablesaw with Apache License 2.0 6 votes vote down vote up 
protected static Figure create(
    Orientation orientation,
    String title,
    Table table,
    String groupColName,
    Layout.BarMode barMode,
    String... numberColNames) {

  Layout layout = standardLayout(title).barMode(barMode).showLegend(true).build();

  Trace[] traces = new Trace[numberColNames.length];
  for (int i = 0; i < numberColNames.length; i++) {
    String name = numberColNames[i];
    BarTrace trace =
        BarTrace.builder(table.categoricalColumn(groupColName), table.numberColumn(name))
            .orientation(orientation)
            .showLegend(true)
            .name(name)
            .build();
    traces[i] = trace;
  }
  return new Figure(layout, traces);
}
Example #2
Source File: Example8.java    From quandl4j with Apache License 2.0 6 votes vote down vote up 
/**
 * The main body of the code.
 */
private void run() {
  TableSawQuandlSession session = TableSawQuandlSession.create();
  Table table = session.getDataSet(
      DataSetRequest.Builder.of("WIKI/AAPL").build());
  // Create a new column containing the year
  IntColumn yearColumn = table.dateColumn("Date").year();
  yearColumn.setName("Year");
  table.addColumns(yearColumn);
  // Create max, min and total volume tables aggregated by year
  Table summaryMax = table.summarize("Close", max).by("year");
  Table summaryMin = table.summarize("Close", min).by("year");
  Table summaryVolume = table.summarize("Volume", sum).by("year");
  // Create a new table from each of these
  Table summary = Table.create("Summary", summaryMax.column(0), summaryMax.column(1), summaryMin.column(1), summaryVolume.column(1));
  // Show the max close price as a graph.
  try {
    Plot.show(new Figure(BarTrace.builder(summary.intColumn("Year"), summary.numberColumn(1)).build()));
  } catch (Exception e) {
    e.printStackTrace();
  }
  System.out.println(summary);
}
Example #3
Source File: BarPlot.java    From tablesaw with Apache License 2.0 6 votes vote down vote up 
protected static Figure create(
    Orientation orientation,
    String title,
    Table table,
    String groupColName,
    Layout.BarMode barMode,
    String... numberColNames) {

  Layout layout = standardLayout(title).barMode(barMode).showLegend(true).build();

  Trace[] traces = new Trace[numberColNames.length];
  for (int i = 0; i < numberColNames.length; i++) {
    String name = numberColNames[i];
    BarTrace trace =
        BarTrace.builder(table.categoricalColumn(groupColName), table.numberColumn(name))
            .orientation(orientation)
            .showLegend(true)
            .name(name)
            .build();
    traces[i] = trace;
  }
  return new Figure(layout, traces);
}
Example #4
Source File: ParetoExample.java    From tablesaw with Apache License 2.0 5 votes vote down vote up 
public static void main(String[] args) throws Exception {
  Table table = Table.read().csv("../data/tornadoes_1950-2014.csv");
  table = table.where(table.numberColumn("Fatalities").isGreaterThan(3));
  Table t2 = table.summarize("fatalities", sum).by("State");

  t2 = t2.sortDescendingOn(t2.column(1).name());
  Layout layout = Layout.builder().title("Tornado Fatalities by State").build();
  BarTrace trace = BarTrace.builder(t2.categoricalColumn(0), t2.numberColumn(1)).build();
  Plot.show(new Figure(layout, trace));
}
Example #5
Source File: BarPlot.java    From tablesaw with Apache License 2.0 5 votes vote down vote up 
protected static Figure create(
    Orientation orientation,
    String title,
    Table table,
    String groupColName,
    String numberColName) {

  Layout layout = standardLayout(title).build();

  BarTrace trace =
      BarTrace.builder(table.categoricalColumn(groupColName), table.numberColumn(numberColName))
          .orientation(orientation)
          .build();
  return new Figure(layout, trace);
}
Example #6
Source File: PageTest.java    From tablesaw with Apache License 2.0 5 votes vote down vote up 
@Test
public void testCustomPlotlyJsLocation() {
  BarTrace trace = BarTrace.builder(x, y).build();
  String location =
      this.getClass().getResource(this.getClass().getSimpleName() + ".class").toString();
  Page page = Page.pageBuilder(new Figure(trace), "plot").plotlyJsLocation(location).build();
  String html = page.asJavascript();
  assertTrue(html.indexOf("\"" + location + "\"") > 0);
}
Example #7
Source File: PageTest.java    From tablesaw with Apache License 2.0 5 votes vote down vote up 
@Test
public void testDefaultPlotlyJsLocation() {
  BarTrace trace = BarTrace.builder(x, y).build();
  Page page = Page.pageBuilder(new Figure(trace), "plot").build();
  String html = page.asJavascript();
  assertTrue(html.indexOf("\"" + "https://cdn.plot.ly/plotly-latest.min.js" + "\"") > 0);
}
Example #8
Source File: BarTest.java    From tablesaw with Apache License 2.0 5 votes vote down vote up 
@Test
public void show() {

  BarTrace trace = BarTrace.builder(x, y).build();
  Figure figure = new Figure(trace);
  Plot.show(figure, "target");
}
Example #9
Source File: HorizontalBarExample.java    From tablesaw with Apache License 2.0 5 votes vote down vote up 
public static void main(String[] args) throws Exception {
  Table table = Table.read().csv("../data/tornadoes_1950-2014.csv");
  Table s = table.summarize("fatalities", count).by("State");

  BarTrace trace =
      BarTrace.builder(s.categoricalColumn(0), s.numberColumn(1))
          .orientation(BarTrace.Orientation.HORIZONTAL)
          .build();

  Layout layout = Layout.builder().title("Tornadoes by state").height(600).width(800).build();
  Plot.show(new Figure(layout, trace));
}
Example #10
Source File: ParetoExample.java    From tablesaw with Apache License 2.0 5 votes vote down vote up 
public static void main(String[] args) throws Exception {
  Table table = Table.read().csv("../data/tornadoes_1950-2014.csv");
  table = table.where(table.numberColumn("Fatalities").isGreaterThan(3));
  Table t2 = table.summarize("fatalities", sum).by("State");

  t2 = t2.sortDescendingOn(t2.column(1).name());
  Layout layout = Layout.builder().title("Tornado Fatalities by State").build();
  BarTrace trace = BarTrace.builder(t2.categoricalColumn(0), t2.numberColumn(1)).build();
  Plot.show(new Figure(layout, trace));
}
Example #11
Source File: BarPlot.java    From tablesaw with Apache License 2.0 5 votes vote down vote up 
protected static Figure create(
    Orientation orientation,
    String title,
    Table table,
    String groupColName,
    String numberColName) {

  Layout layout = standardLayout(title).build();

  BarTrace trace =
      BarTrace.builder(table.categoricalColumn(groupColName), table.numberColumn(numberColName))
          .orientation(orientation)
          .build();
  return new Figure(layout, trace);
}
Example #12
Source File: PageTest.java    From tablesaw with Apache License 2.0 5 votes vote down vote up 
@Test
public void testCustomPlotlyJsLocation() {
  BarTrace trace = BarTrace.builder(x, y).build();
  String location =
      this.getClass().getResource(this.getClass().getSimpleName() + ".class").toString();
  Page page = Page.pageBuilder(new Figure(trace), "plot").plotlyJsLocation(location).build();
  String html = page.asJavascript();
  assertTrue(html.indexOf("\"" + location + "\"") > 0);
}
Example #13
Source File: PageTest.java    From tablesaw with Apache License 2.0 5 votes vote down vote up 
@Test
public void testDefaultPlotlyJsLocation() {
  BarTrace trace = BarTrace.builder(x, y).build();
  Page page = Page.pageBuilder(new Figure(trace), "plot").build();
  String html = page.asJavascript();
  assertTrue(html.indexOf("\"" + "https://cdn.plot.ly/plotly-latest.min.js" + "\"") > 0);
}
Example #14
Source File: BarTest.java    From tablesaw with Apache License 2.0 5 votes vote down vote up 
@Test
public void show() {

  BarTrace trace = BarTrace.builder(x, y).build();
  Figure figure = new Figure(trace);
  Plot.show(figure, "target");
}
Example #15
Source File: HorizontalBarExample.java    From tablesaw with Apache License 2.0 5 votes vote down vote up 
public static void main(String[] args) throws Exception {
  Table table = Table.read().csv("../data/tornadoes_1950-2014.csv");
  Table s = table.summarize("fatalities", count).by("State");

  BarTrace trace =
      BarTrace.builder(s.categoricalColumn(0), s.numberColumn(1))
          .orientation(BarTrace.Orientation.HORIZONTAL)
          .build();

  Layout layout = Layout.builder().title("Tornadoes by state").height(600).width(800).build();
  Plot.show(new Figure(layout, trace));
}
Example #16
Source File: BarExample.java    From tablesaw with Apache License 2.0 4 votes vote down vote up 
public static void main(String[] args) throws Exception {
  Table table = Table.read().csv("../data/tornadoes_1950-2014.csv");
  NumericColumn<?> logNInjuries = table.numberColumn("injuries").add(1).logN();
  logNInjuries.setName("log injuries");
  table.addColumns(logNInjuries);
  IntColumn scale = table.intColumn("scale");
  scale.set(scale.isLessThan(0), IntColumnType.missingValueIndicator());

  Table summaryTable = table.summarize("fatalities", "log injuries", sum).by("Scale");

  Plot.show(
      HorizontalBarPlot.create(
          "Tornado Impact",
          summaryTable,
          "scale",
          Layout.BarMode.STACK,
          "Sum [Fatalities]",
          "Sum [log injuries]"));

  Plot.show(
      VerticalBarPlot.create(
          "Tornado Impact",
          summaryTable,
          "scale",
          Layout.BarMode.GROUP,
          "Sum [Fatalities]",
          "Sum [log injuries]"));

  Layout layout =
      Layout.builder()
          .title("Tornado Impact")
          .barMode(Layout.BarMode.GROUP)
          .showLegend(true)
          .build();

  String[] numberColNames = {"Sum [Fatalities]", "Sum [log injuries]"};
  String[] colors = {"#85144b", "#FF4136"};

  Trace[] traces = new Trace[2];
  for (int i = 0; i < 2; i++) {
    String name = numberColNames[i];
    BarTrace trace =
        BarTrace.builder(summaryTable.categoricalColumn("scale"), summaryTable.numberColumn(name))
            .orientation(BarTrace.Orientation.VERTICAL)
            .marker(Marker.builder().color(colors[i]).build())
            .showLegend(true)
            .name(name)
            .build();
    traces[i] = trace;
  }
  Plot.show(new Figure(layout, traces));
}
Example #17
Source File: BarExample.java    From tablesaw with Apache License 2.0 4 votes vote down vote up 
public static void main(String[] args) throws Exception {
  Table table = Table.read().csv("../data/tornadoes_1950-2014.csv");
  NumericColumn<?> logNInjuries = table.numberColumn("injuries").add(1).logN();
  logNInjuries.setName("log injuries");
  table.addColumns(logNInjuries);
  IntColumn scale = table.intColumn("scale");
  scale.set(scale.isLessThan(0), IntColumnType.missingValueIndicator());

  Table summaryTable = table.summarize("fatalities", "log injuries", sum).by("Scale");

  Plot.show(
      HorizontalBarPlot.create(
          "Tornado Impact",
          summaryTable,
          "scale",
          Layout.BarMode.STACK,
          "Sum [Fatalities]",
          "Sum [log injuries]"));

  Plot.show(
      VerticalBarPlot.create(
          "Tornado Impact",
          summaryTable,
          "scale",
          Layout.BarMode.GROUP,
          "Sum [Fatalities]",
          "Sum [log injuries]"));

  Layout layout =
      Layout.builder()
          .title("Tornado Impact")
          .barMode(Layout.BarMode.GROUP)
          .showLegend(true)
          .build();

  String[] numberColNames = {"Sum [Fatalities]", "Sum [log injuries]"};
  String[] colors = {"#85144b", "#FF4136"};

  Trace[] traces = new Trace[2];
  for (int i = 0; i < 2; i++) {
    String name = numberColNames[i];
    BarTrace trace =
        BarTrace.builder(summaryTable.categoricalColumn("scale"), summaryTable.numberColumn(name))
            .orientation(BarTrace.Orientation.VERTICAL)
            .marker(Marker.builder().color(colors[i]).build())
            .showLegend(true)
            .name(name)
            .build();
    traces[i] = trace;
  }
  Plot.show(new Figure(layout, traces));
}
Example #18
Source File: BarPieAndParetoExample.java    From tablesaw with Apache License 2.0 4 votes vote down vote up 
public static void main(String[] args) throws Exception {

    // ***************** Setup *************************
    // load the data into a table
    Table tornadoes = Table.read().csv("../data/tornadoes_1950-2014.csv");

    // Get the scale column and replace any values of -9 with the column's missing value indicator
    IntColumn scale = tornadoes.intColumn("scale");
    scale.set(scale.isEqualTo(-9), IntColumnType.missingValueIndicator());

    // ***************** Plotting **********************

    // BAR PLOTS

    // Sum the number of fatalities from each tornado, grouping by scale
    Table fatalities1 = tornadoes.summarize("fatalities", sum).by("scale");

    // Plot
    Plot.show(
        HorizontalBarPlot.create(
            "fatalities by scale", // plot title
            fatalities1, // table
            "scale", // grouping column name
            "sum [fatalities]")); // numeric column name

    // Plot the mean injuries rather than a sum.
    Table injuries1 = tornadoes.summarize("injuries", mean).by("scale");

    Plot.show(
        HorizontalBarPlot.create(
            "Average number of tornado injuries by scale", injuries1, "scale", "mean [injuries]"));

    // PIE PLOT
    Plot.show(PiePlot.create("fatalities by scale", fatalities1, "scale", "sum [fatalities]"));

    // PARETO PLOT
    Table t2 = tornadoes.summarize("fatalities", sum).by("State");

    t2 = t2.sortDescendingOn(t2.column(1).name());
    Layout layout = Layout.builder().title("Tornado Fatalities by State").build();
    BarTrace trace = BarTrace.builder(t2.categoricalColumn(0), t2.numberColumn(1)).build();
    Plot.show(new Figure(layout, trace));
  }
Example #19
Source File: BarTest.java    From tablesaw with Apache License 2.0 4 votes vote down vote up 
@Test
public void testAsJavascript() {
  BarTrace trace = BarTrace.builder(x, y).build();
  System.out.println(trace.asJavascript(1));
}
Example #20
Source File: BarTest.java    From tablesaw with Apache License 2.0 4 votes vote down vote up 
@Test
public void testAsJavascript() {
  BarTrace trace = BarTrace.builder(x, y).build();
  System.out.println(trace.asJavascript(1));
}
Example #21
Source File: BarPieAndParetoExample.java    From tablesaw with Apache License 2.0 4 votes vote down vote up 
public static void main(String[] args) throws Exception {

    // ***************** Setup *************************
    // load the data into a table
    Table tornadoes = Table.read().csv("../data/tornadoes_1950-2014.csv");

    // Get the scale column and replace any values of -9 with the column's missing value indicator
    IntColumn scale = tornadoes.intColumn("scale");
    scale.set(scale.isEqualTo(-9), IntColumnType.missingValueIndicator());

    // ***************** Plotting **********************

    // BAR PLOTS

    // Sum the number of fatalities from each tornado, grouping by scale
    Table fatalities1 = tornadoes.summarize("fatalities", sum).by("scale");

    // Plot
    Plot.show(
        HorizontalBarPlot.create(
            "fatalities by scale", // plot title
            fatalities1, // table
            "scale", // grouping column name
            "sum [fatalities]")); // numeric column name

    // Plot the mean injuries rather than a sum.
    Table injuries1 = tornadoes.summarize("injuries", mean).by("scale");

    Plot.show(
        HorizontalBarPlot.create(
            "Average number of tornado injuries by scale", injuries1, "scale", "mean [injuries]"));

    // PIE PLOT
    Plot.show(PiePlot.create("fatalities by scale", fatalities1, "scale", "sum [fatalities]"));

    // PARETO PLOT
    Table t2 = tornadoes.summarize("fatalities", sum).by("State");

    t2 = t2.sortDescendingOn(t2.column(1).name());
    Layout layout = Layout.builder().title("Tornado Fatalities by State").build();
    BarTrace trace = BarTrace.builder(t2.categoricalColumn(0), t2.numberColumn(1)).build();
    Plot.show(new Figure(layout, trace));
  }