Difference between revisions of "Small Multiple Charts"
(→Designing a Small Multiples Chart)
|Line 292:||Line 292:|
Revision as of 09:11, 26 October 2018
- 1 Introduction
- 2 Video demonstration
- 3 Adding A Small Multiples Chart
- 4 Designing a Small Multiples Chart
- 5 Customising the Display
- 6 View Options
- 7 Relationships between Measures
- 8 Tooltips
- 9 Properties
- 10 Bump charts
- 11 Trendlines
- 12 Interactive Charting
- 13 Formatting
- 14 Using Percentages
- 15 Small Multiple Charts based on other data sources
- 16 Reference Lines
- 17 Data Table
- 18 See Also
Small multiple charts is a term popularised by Edward Tufte. They allow comparing data series as they are repeated for different members.
In XLCubed, they are useful for visualising large amounts of data, as hundreds of data points can be plotted and compared easily.
This allows users to find trends and outliers in the data more easily than by trying to study a large table of data.
For a tutorial, try watching our Small Multiple Videos.
Adding A Small Multiples Chart
Insert a Small Multiples chart by using the Small Multiples option on the ribbon, or the Insert -> Small Multiples Menu option.
After inserting a Small Multiples Chart the above windows will be displayed. The Task Pane is automatically displayed on the side of the sheet. To move, size or close the Task Pane, drag it using the window bar or use the drop down menu on the Task Pane Header.
To re-open the task pane, right click on the small multiple and select Show Task Pane from the menu.
To delete the Small Multiple chart use the right mouse menu Delete option.
You can move and resize the Small Multiple chart using the controls indicated below:
The data within the Charts can be refreshed (like a grid) by using the right mouse menu Refresh option
Designing a Small Multiples Chart
The task pane on the right can be used to define which series and members will be displayed.
Categories defines the x-axis within each individual Chart. Series defines the of data series to be charted.
The data can be split into separate charts at any level by dragging and dropping the desired hierarchies into Columns and Rows.
Clicking on a hierarchy takes you to the member tab to select members/levels.
Moving a hierarchy to Filters will apply a filter to the data. By moving the Measures to the Filters you can add to and or change the currently charted measure.
Use the drop-down on chart-type as below to see the different chart types available within XLCubed for use within Small Multiples graphing.
New in Version 8.1 is the ability to change the chart type by series: you can change the chart type for each series by right clicking on the series in the legend and selecting Chart Type (jump to Move the Legend or Plotting a second Series).
Customising the Display
Define the Number of Rows/Columns Displayed
The maximum number of rows and columns displayed can be set in Properties.
If nothing is selected on the Rows, a better way to display the information can be to turn on Chart wrapping.
The data still has a common scale and is more easily compared.
Move the Legend
Using Right Mouse Menu, select the position for the Legend: Right, Bottom or None. If None is selected the Legend can easily be retrieved by using the Right Mouse button anywhere on the Chart.
Highlight a Series
Using the Legend, series on the charts can be highlighted. This is useful where series overlap.
Here the Reseller Order Count appears brighter. Multiple series can be selected by using Cntl Click.
New in Version 9.1 is the ability to customise a row of charts so they are displayed differently.
For example, you might have a row of charts for different measures. In this case you might want a different y-axis scale for each row, and a different chart type. Before making any changes the "Discount Amount" is not easy to see as it shares the same scale as the "Reseller Sales Amount".
If we go into the chart Properties -> Axis Scales tab, we can change "Y Axis Common Scale" from "All Charts" to "Row of Charts". Then if we right click a chart on the bottom row we get options to set "Row Chart Type" and "Edit row..." which allow further customisation of the display. The result is a chart that is much more easily read to compare the trends.
Note this option only applies to charts with a selection on Rows, this feature is not triggered by wrapping charts.
Drill Into: for a breakdown on the Column
Double clicking on a chart drills into it to view more in-depth information. Alternatively, using the Right Mouse Menu Drill Into you can continue drilling as far as the Hierarchy allows.
Using the Back button returns to the previous level of Charts.
From Version 8.1 you can limit the level to which users can drill. This can be especially useful for hierarchies which have many members at a low level when charting all of these doesn't give a usable chart.
Keep Only: for a closer look at a single Column
Click on the chart you wish to keep and use the Keep Only menu option to remove the other charts.
Keep Except: for a closer Comparison
Using this option you can get a closer comparison between two or more Geographies. Here we have removed the United States and Canada, in order to get a better look at how the other Geographies compare to each other. Notice the scales have been adjusted to reflect only the data displayed.
Relationships between Measures
Colour Coding can be applied to the data points in order to highlight differences.
Drag the hierarchy to plot, normally the Measures, to the Values box and select the Measure to be plotted ( Y Axis).
Tick the Colour box in the Options area of the Task Pane; this makes the colour gradient active.
Select the value to apply the gradient to. This can either be the same Measure that is being charted or another measure altogether.
The colours used for charting can be changed by using the button to the right of the colour swatch.
In the image below, the Reseller Sales Amount is plotted and the chart is coloured based on the Discount Amount. Here we can see that although there were large volumes of Sales in the USA they were also the most heavily discounted.
Colour and Gradient Picker
The colour gradient picker is used to determine both the colours and the rate at which the colour changes.This can have a dramatic effect on the impact on the data being displayed and is a valuable tool for making sure that data becomes information.
Here the only change was made to the centre of the colour bar.
Plotting a Second Series Using a Second Y Axis
It would be useful to view the Order Numbers vs. the Reseller Sales Amounts; if they are both plotted on the same scale it is almost impossible to see the Order Count values as they are so small by comparison. Using the Right Mouse Menu, whilst positioned on the Legend Entry for the series you wish to move, click Move to other Axis; this allows you to see two Y Axis scales, one each for Amount and Count.
Scatter Charts: Plotting a Correlation
Select scatter graph for the chart type and define the Y axis and X axis against which it is to be plotted.
Here we can see how the Sales Amount and Order Count are related - closely in Australia, but spread out in the United States.
Colour can be applied to the chart using a third measure, e.g. Discount Amount.
The chart type can be changed to a Bubble. Using the Discount Amount to determine the size of the bubble it can be seen that the greatest discounts occur in the United States.
Drilling through the individual charts can then provide more details as to where the actual sales occur. eg. in Australia, most Sales with high discounts occur in New South Wales in the Lane Cove area.
Hovering over a data point on a small multiple displays a tooltip. This will be default show the category and value for that point. This can be customised, however, in the small multiple properties (see below).
From v9.2, it is possible to add more values to be shown in the tooltip. To do this, set a values hierarchy in the task pane. The tooltips button will then be enabled at the top of the task pane - this opens a member selector from which you can define additional members.
The Small Multiple Chart Properties can be accessed either from the right mouse button pop-up menu -> Properties or from the tool bar at the top of the Small Multiple Charts Task Pane
Axes Controls the minima and maxima of the vertical axes
- Note that it isn't possible to set the minimum to a value between -1 and 0 or 0 and 1, the chart will round to 1. If you need a percentage smaller than 1 then you can create a measure of Value * 100 and set the format string of the axis to 0.00"%" (jump to Using Percentages).
Max charts on Columns: the maximum number of Charts displayed in each Column.
Max charts on Rows: the maximum number of Charts displayed in each Row.
Note: if the total number of charts exceeds the Number of Rows times the Number of Columns, then some charts will not be displayed. To display them increase either the number or Rows Columns or both.
When Wrapping charts:
- Auto Arrange: XLCubed overrides the Column and Row Counts to give a balanced view of the data.
Note: The Column and Row counts still apply as maximums, so if there are not enough spaces the warning message will appear, i.e. if there are 3 columns and 1 row only 3 charts will be displayed, and a warning message given if there are more that number of charts, however the charts will be displayed as a 2 by 2 block.
- Fix Column Count: Uses the Column count first to determine the number of Columns displayed, then display as many charts as possible given the row count.
Space chart areas: When ticked creates a space between each chart:
Top Padding: Sets the top padding of the Small Multiples chart
Bottom Padding: Sets the bottom padding of the Small Multiples chart
Title Height: Sets the height of the chart title
XAxis Text Height: Sets the height of the xAxis text
YAxis Text Width: Sets the width of the yAxis text
Y2Axis Text Width: Sets the width of the y2Axis text
Legend Size: Sets the size of the legend (From Version 8.1)
Colour Palette: Select the Colour Palette for the Chart
Colour by Category: Make each category have its own colour
From Version 7.6:
Chart background: the colour used to fill in the area behind the charts
Chart area background: the colour used to fill the individual charts
Axis colour: the colour used to draw the vertical and horizontal axes
Gridline colour: the colour used to draw any gridlines on each chart
Chart Type Options
Show columns and bars as cylinders: when ticked, column and bar charts are filled with a 3D effect
Missing values: Defines how the null source values are handled
- Plot missing values as zero: Plots the null values as if they were zeroes
- Don't plot missing values: Leaves a space where the null values are
- Interpolate missing values: Creates a value between neighbouring values to plot
Line chart line width: From Version 7.5, the thickness of the lines for line charts.
Marker style: for chart types that use them (e.g. scatter charts), the shape of the markers:
Marker size: for chart types that use them (e.g. scatter charts, dot charts), the size of the markers
Legend, Labels & Tooltips
Legend: The font used to display the legend items.
Show Tooltip From Version 7.5, select the tooltip to display when hovering over a point in the chart. Placeholders may be used to put data into the tooltip text:
- %value%: The numeric vertical value at the point
- %valuex%: The numeric x (horizontal) value at the point, if applicable
- %category%: The category member at the point
- %series%: The series the point belongs to
- %column%: The column member at the point
- %row%: The row member at the point
- %color%: The numeric value that controls the colour of the point, if applicable
- %size%: The numeric value that controls the size of the point, if applicable
Numeric values can be formatted using Custom number formats.
Output Cells From Version 7.5, XLCubed places the selected member for the selected point into the chosen cell. This value can then be used to drive other charts, formulae and/or Grid selections.
In this example, the Column member Geography – France is placed in $A$26, and Product Categories –  Bikes in $A$27. This value can then be used to drive other charts, formulas and or grid selections:
Link To From Version 7.5, when a point on the chart is clicked, this range is selected.
Clear cells where no selection made From Version 8.1, the cell is cleared if no row/column is selected
- Unique Name: Displays the unique identifier for the selected hierarchy in the selected cell
- Caption: Displays a label of caption associated with the hierarchy in the selected cell
Titles and Axes
From Version 7.5
Chart titles: The font used to display the column and row members
Apply Cube formatting: Uses the measure's number format to format labels
- Label font The font used to display the labels on the axis
- Label angle The angle to show the label text at
- Allow label truncation Allows label text to be shortened in order to display tidily
- Stagger labels Allows alternate labels to be shifted in order to improve readability
- End label visible Shows or hides the last label
- Primary axis number format The number format to use for the primary vertical axis
- Secondary axis number format The number format to use for the secondary vertical axis
From Version 8.1
- Automatic Title Allows entering the axis titles for the x and y labels
- Category Labels: Determines the display of the Category Labels on the Chart.
- Automatic: XLCubed will decide how many labels to display, based on the space available.
- Every Category: each category will be displayed regardless of the space available.
- None: No labels will be displayed.
- Custom: The labels will be shown based on a number you enter.
Chart Name the Name of the Chart for easy reference.
Placement Controls the behaviour of the chart when surrounding cells are moved and resized:
- Free floating: The chart ignores all cell size changes
- Move: The chart is moved together with the surrounding cells, but is not resized by them
- Move and Size: The chart is moved and resized together with the surrounding cells
Show Back/Forward controls Controls whether back and forward controls are displayed on the chart to undo and redo changes made to it
Enable high performance charts If ticked, high performance charts are used
From Version 8.1
Limit drilling to: Limit the chart to drill down to a specified level only
These are new in Version 8. Bump Charts plot the rank position rather than the actual value. For example if I sell a product in a marketplace with 10 other competitors I may like to see how the rank position of my product and the competition changes over time to see if we are gaining or losing market position. You must have more than one series so that the rankings can be compared. Usually you will want dates on the category axis so the trends are shown across time.
Bump charts are only available on small multiples based on cube data.
New in Version 7.5 - you can right-click on a Series (or the chart for all series) to add a trendline:
You can then select the type of trendline and formatting in the Trendline Options
You can customise the look of a series by right clicking it in the Legend and selecting "Edit Series..."
From Version 9 you can specify the series colour in the format sheet.
To do this you set the "Item Name" for either the name of the Chart (specified in the options form) or SmallMultiples to apply to all small multiples.
The Hierarchy and Member should be specified, and the colour will be taken from the Data Format cell in the row.
The minimum value for an axis must be a whole number, which can be an issue when using percentages as you may want the scale to go from 0.5 (50%) to 0.9 (90%) for example.
You can do this by plotting the numbers multiplied by 100, and then setting the number format of the axis to display the % sign after the number using the format 0"%".
This means the scale starts at a whole number and the axis labelling is also correct.
If you need more precision you can also use a format like 0.00"%".
As the axis is scaled by 100 you must also scale the values being plotted. If you are creating a small multiple against a cube the easiest way to do this is to create a Custom Calculation with the expression [Measures].[My Measure] * 100 and plot that.
Small Multiple Charts based on other data sources
From XLCubed v7.5, you may also insert Small Multiple Charts based on data from sources other than Analysis Services. See the appropriate pages for more information:
New in v8.1 Small Multiples is the ability to draw a reference line behind your data.
You can have one or two lines, and optionally shade the area in between them.
The reference values come from an Excel range. You get a line for each row of data, and the shape of the line is determined from the values in the columns.
Reference lines are not available for Bar charts.
Also new in Version 9.1 is the ability to show a data table of the numbers behind the chart, and to copy these into Excel for further analysis if required. Simply select "View Data" from the right click menu to pop up the numbers. You can click on a chart area to get the data for that individual chart, or on the category labels to get the data for all charts at once.