Scatter chart in DataLens On-premises

A scatter chart shows the relationship between two values (dimensions or measures). Their values are represented as points.

  • A scatter chart always has two axes: the values of one dimension or measure are plotted along the X-axis and those of the other along the Y-axis. A data point that links these two values is displayed at the intersection of the X and Y coordinates.

    These data points can be distributed along the X-axis evenly or unevenly, depending on specific data.

  • Use this type of chart if you need to find the dependency between dimensions and measures or show a range of values. For example, the relationship between the average order value and the number of orders for a product.

  • You can also represent dependencies on a scatter chart using point sizes. The size of a point depends on the measure value: the higher the value, the larger the point size.

    Example

    For example, the size of a point may depend on the discount on a product.

    scatter-chart

    Product Category Average order value Number of orders Discount
    Floor cleaner liquid Household cleaners 153.0 1 0
    Multicooker with 40 modes Home appliances 3442.0 1 0
    Liquid detergent for colored clothes Household cleaners 525.0 1 0
    Carpet detergent Household cleaners 463.0 1 0
    Lemon dishwashing liquid Household cleaners 362.0 1 0
  • You can use a gradient in a chart by adding a measure to the Color section. For example, the higher the product's average check, the darker the point.

    Example

    scatter-chart

Wizard sections

Wizard
section
Description
X Dimension or measure. Sets the X-axis value. For String type fields, you can configure using basic Markdown in DataLens On-premises syntax: click the icon before the field name and enable Markdown.
Y Dimension or measure. Sets the Y-axis value. For String type fields, you can configure using basic Markdown in DataLens On-premises syntax: click the icon before the field name and enable Markdown.
Points Dimension. Specifies the number of points on the chart.
Point size Measure. Sets point size depending on the measure value.
Colors Dimension or measure. Affects the color of points.
Sorting Dimension. You can only use a dimension from the X axis. Affects the sorting of the X axis. The sorting direction is marked with an icon next to the field: for ascending or for descending. To change the sorting direction, click the icon.
Filters Dimension or measure. Used as a filter.

Creating a scatter chart

To create a scatter chart:

Warning

If you use the new DataLens object model with workbooks and collections:

  1. Go to the DataLens home page.

  2. Open the workbook, click Create in the top-right corner, and select the object you need.

Follow the guide from step 4.

  1. Go to the DataLens home page.

  2. In the left-hand panel, select Charts.

  3. Click Create chartChart.

  4. At the top left, click Select dataset and specify the dataset to visualize. If you do not have a dataset, create one.

  5. Select Scatter chart as the chart type.
  6. Drag a dimension from the dataset to the X section.
  7. Drag one or more measures from the dataset to the Y section. The values will be displayed as points at the intersection of the X and Y axes.

Additional options

Also, you can:

  • Change the color of points:

    1. Drag a dimension or measure to the Colors section.
    2. Click and set new colors.
  • Resize points:

    1. Drag the measure to the Point size section.
    2. Click and set the minimum and maximum point sizes for the specified measure.

    Note

    A scatter chart isn't suitable for visualization of data over time.

  • Specify an additional dimension. To do this, drag a dimension to the Points section.

Configuring display of null values

  • If the source data has a row with null for a measure value, this point will not be plotted on a chart with default settings.

    For example, if the source has a row with the date, 20.07.2022, but the sales total for it is not specified.

    To set up null value display on a chart:

    1. Click in the top-right corner of the section with the measure you want to configure (the icon appears when you hover over the section).
    2. In Empty values (null), select Display as 0.
    3. Click Apply. Now the chart will use 0 instead of null.
  • If a row is missing from the source data altogether, the chart section settings will not change the chart.

    For example, if the source does not have a row with the particular date, 20.07.2022, nothing will be shown for this date on the chart.

For more information, see Configuring the display of null values in a DataLens On-premises chart.

Recommendations

  • Labels. If the category values are too verbose, make them shorter so that the chart labels look neater.

    You can use string functions in calculated fields or the CASE conditional statements.

  • The axis scale often varies and may start with a value other than 0. Pay attention to value signatures.
  • Colors. When visualizing multiple measures, select colors carefully. They should be distinguishable and contrasting.

Useful links