Geospatial Scatter Chart
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Geospatial scatter charts distribute data from a data source across geographical locations, and, optionally, color the data points based on the database field of your choice and scale the size of data points. The sample images in the next section demonstrate how to construct a geospatial scatter chart to locate the neighborhoods in NYC with the most rooms available at a specified price.
Geospatial Scatter Chart Encoding Channels
Geospatial scatter charts use the Coordinates, Color and Size encoding channels.
Coordinates
The Coordinates encoding channel defines the map
area of geospatial charts. The image below distributes all of the instances
of the location geopoint in the Sample AirBnB Listings Dataset.
However, all of the circles are green and the same size since we have
not yet specified fields for the Size and Color
encoding channels.
Atlas provides several sample data sets for download.
See the Geopoint reference page for more information about what types of data you can use in this channel.
Color
(Optional) The Color encoding channel changes the color of
the data points to categorize the displayed geopoints by the value of
the selected collection field. MongoDB Charts lists the colors used in a key
to the right of the chart. In the image below, the property_type
distributes the property types in NYC by color. The key to the right of
the chart indicates green for guest suites and dark blue for apartments,
for example. However, all of the circles are still the same size since
we have not yet specified a field for the Size encoding
channel.
Size
(Optional) The Size aggregation encoding channel changes
the size of the data point markers, with larger sizes indicating larger
aggregated values. The image below uses the mean of the weekly_price
collection field to aggregate all instances of the geopoint that you
chose for the Coordinates encoding channel. The key to right
of the chart indicates the aggregation value for the different circle
sizes.
If no fields are encoded in the Size encoding channel, Charts displays all points with the same size.
Tooltip Detail
(Optional) The Tooltip Detail encoding channel adds the value of the selected field to each data point's tooltip. To view a data point tooltip, hover over that point in the chart.
In addition to the Tooltip Detail field, the tooltip also shows other fields used to construct the chart.
For example, the following chart encodes the Summary field as a Tooltip Detail:
Customization Options
The following customization options are specific to geospatial scatter charts. For general customization options, see Customize Charts.
Automatically Set Viewport
By default, geospatial charts show a map which includes all the data point markers in your specified collection. You can pan and zoom to change the map view, but if you close the chart and re-open it the map reverts to its default state. This behavior is controlled by the Automatically Set Viewport option.
When you toggle the Automatically Set Viewport switch to
Off, the area and zoom level at which the map is saved becomes the
new default view.
You can pan and zoom the map area in a chart on a dashboard, but these changes do not affect the default map view.
Opacity
The Opacity level of a map modifies the degree to which the chart's map data shows through the data point markers.
Geospatial scatter charts default to 20%.
Stroke Thickness
You can set the Stroke Thickness, measured in pixels, of
the map's data point markers. The default is 2.
Custom Color Palette
The color palette specifies the range of colors that corresponds to relative aggregated values in your map. Geospatial scatter charts use a discrete color picker.
To enable palette customization, toggle the Custom Color Palette switch in the General section.
For more information, see Color Palette Customization.
Build a Geospatial Scatter Chart
To create a geospatial scatter chart:
- On the Chart Builder, select Geospatial from the Chart Type list.
- Select Scatter from the three available geospatial chart types.
Choose the data source for your chart from the Data Source list.
NoteSee Add a Data Source if you have not yet defined a data source for your charts.Drag a geopoint field from Fields to the Coordinates encoding channel.
MongoDB Charts distributes the data from your MongoDB collection based on the values of the selected geopoint field.
(Optional) Drag another collection field from the Fields to the Color encoding channel.
MongoDB Charts colors the data points according to your selection.
(Optional) Drag another collection field to the Size encoding channel.
MongoDB Charts aggregates document fields with matching values in the data source.
- Click the pencil icon above the chart to give it name.
- Click Save and Close.
Limitations
The maximum query response size for a geospatial scatter chart is 1000 documents.