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%3CLINGO-SUB%20id%3D%22lingo-sub-659599%22%20slang%3D%22en-US%22%20mode%3D%22NONE%22%3EHeatmap%20Plot%20-%20mixing%20colors%3C%2FLINGO-SUB%3E%3CLINGO-BODY%20id%3D%22lingo-body-659599%22%20slang%3D%22en-US%22%20mode%3D%22NONE%22%3E%3CP%3EIn%20my%20search%20for%20aliens%20in%20BigClass%2C%20today%20I%20want%20to%26nbsp%3Bgenerate%20a%20heatmap%20plot%20to%20show%20the%20aliens%20at%20a%20glance.%3C%2FP%3E%3CP%3EThe%20idea%3A%20color%20the%20non-alien%20students%20green%20and%20the%20aliens%20red.%3C%2FP%3E%3CP%3EBut%20with%20several%20non-aliens%20in%20the%20same%20age%20group%2C%20the%20alien%20red%20is%20just%20slightly%20visible%3A%3C%2FP%3E%3CP%3E%3CSPAN%20class%3D%22lia-inline-image-display-wrapper%20lia-image-align-inline%22%20image-alt%3D%22hogi_3-1689680051325.png%22%20style%3D%22width%3A%20400px%3B%22%3E%3CSPAN%20class%3D%22lia-inline-image-display-wrapper%22%20image-alt%3D%22hogi_3-1689680051325.png%22%20style%3D%22width%3A%20370px%3B%22%3E%3Cspan%20class%3D%22lia-inline-image-display-wrapper%22%20image-alt%3D%22hogi_3-1689680051325.png%22%20style%3D%22width%3A%20370px%3B%22%3E%3Cimg%20src%3D%22https%3A%2F%2Fcommunity.jmp.com%2Ft5%2Fimage%2Fserverpage%2Fimage-id%2F54845i7299D74F0C0D3773%2Fimage-size%2Fmedium%3Fv%3Dv2%26amp%3Bpx%3D400%22%20role%3D%22button%22%20title%3D%22hogi_3-1689680051325.png%22%20alt%3D%22hogi_3-1689680051325.png%22%20%2F%3E%3C%2Fspan%3E%3C%2FSPAN%3E%3C%2FSPAN%3E%3C%2FP%3E%3CP%3E%26nbsp%3B%3C%2FP%3E%3CP%3ENext%20idea%3A%3CBR%20%2F%3ELet's%20increase%20the%20transparency%20for%20non-aliens%20such%20that%20age%20groups%20with%20aliens%20inside%20get%20nicely%20visible.%3CBR%20%2F%3EI%20exected%20such%20cells%20to%20get%20red%20(with%20some%20greenish%20touch)%20-%20but%20they%20are%20quite%20green%2C%20not%20red.%3CBR%20%2F%3ESeems%20that%20transparency%20is%20not%20treated%20separately%20for%20different%20colors%2C%20but%26nbsp%3B%3CSTRONG%3Emixed%3C%2FSTRONG%3E%26nbsp%3Bas%20well%20and%20then%20applied%20to%20the%20mixed%20color.%3C%2FP%3E%3CP%3ESo%2C%205%25%20green%20%2B%20100%25%20red%20gives%26nbsp%3B%3C%2FP%3E%3CP%3E%3CSPAN%20class%3D%22lia-inline-image-display-wrapper%20lia-image-align-inline%22%20image-alt%3D%22hogi_2-1689680046296.png%22%20style%3D%22width%3A%20400px%3B%22%3E%3CSPAN%20class%3D%22lia-inline-image-display-wrapper%22%20image-alt%3D%22hogi_2-1689680046296.png%22%20style%3D%22width%3A%20370px%3B%22%3E%3Cspan%20class%3D%22lia-inline-image-display-wrapper%22%20image-alt%3D%22hogi_2-1689680046296.png%22%20style%3D%22width%3A%20370px%3B%22%3E%3Cimg%20src%3D%22https%3A%2F%2Fcommunity.jmp.com%2Ft5%2Fimage%2Fserverpage%2Fimage-id%2F54844iF88EFB04E361276B%2Fimage-size%2Fmedium%3Fv%3Dv2%26amp%3Bpx%3D400%22%20role%3D%22button%22%20title%3D%22hogi_2-1689680046296.png%22%20alt%3D%22hogi_2-1689680046296.png%22%20%2F%3E%3C%2Fspan%3E%3C%2FSPAN%3E%3C%2FSPAN%3E%3C%2FP%3E%3CP%3Elast%20attempt%3A%3CBR%20%2F%3Echange%20the%20data%20type%20and%20use%20Max%20summary%20Statistics%3A%3C%2FP%3E%3CP%3E%3CSPAN%20class%3D%22lia-inline-image-display-wrapper%20lia-image-align-inline%22%20image-alt%3D%22hogi_4-1689680624330.png%22%20style%3D%22width%3A%20400px%3B%22%3E%3CSPAN%20class%3D%22lia-inline-image-display-wrapper%22%20image-alt%3D%22hogi_4-1689680624330.png%22%20style%3D%22width%3A%20388px%3B%22%3E%3Cspan%20class%3D%22lia-inline-image-display-wrapper%22%20image-alt%3D%22hogi_4-1689680624330.png%22%20style%3D%22width%3A%20388px%3B%22%3E%3Cimg%20src%3D%22https%3A%2F%2Fcommunity.jmp.com%2Ft5%2Fimage%2Fserverpage%2Fimage-id%2F54846i9651105DB79ED68D%2Fimage-size%2Fmedium%3Fv%3Dv2%26amp%3Bpx%3D400%22%20role%3D%22button%22%20title%3D%22hogi_4-1689680624330.png%22%20alt%3D%22hogi_4-1689680624330.png%22%20%2F%3E%3C%2Fspan%3E%3C%2FSPAN%3E%3C%2FSPAN%3E%3C%2FP%3E%3CP%3ESometimes%20it's%20easier%20to%20switch%20from%20character%20to%20numbers%2C%20if%20you%20want%20to%20aggregate%20-%20like%20here.%3CBR%20%2F%3EBut%20aggregation%20of%20character%20values%20has%20also%20some%20potential%3A%3C%2FP%3E%3CP%3E%3CA%20href%3D%22https%3A%2F%2Fcommunity.jmp.com%2Ft5%2FJMP-Wish-List%2FSummary-and-Tabulate-add-aggregation-option-for-Character%2Fm-p%2F659314%23U659314%22%20class%3D%22lia-mention-container-editor-message%20lia-img-icon-idea-thread%20lia-fa-icon%20lia-fa-idea%20lia-fa-thread%20lia-fa%22%20target%3D%22_blank%22%3ESummary%20and%20Tabulate%3A%20add%20aggregation%20option%20for%20Character%20columns%3C%2FA%3E%26nbsp%3B%3C%2FP%3E%3CP%3E%26nbsp%3B%3C%2FP%3E%3CP%3E%26nbsp%3B%3C%2FP%3E%3CPRE%3E%3CCODE%20class%3D%22%20language-jsl%22%3ENames%20Default%20To%20Here(%201%20)%3B%0Adt%20%3D%20Open(%20%22%24SAMPLE_DATA%2FBig%20Class.jmp%22%20)%3B%0Adt%20%26lt%3B%26lt%3B%20New%20Column(%20%22alien%22%2C%20Character%2Cnominal%2C%20set%20each%20value(%20%22-%22%20)%20)%3B%0Adt%20%26lt%3B%26lt%3B%20add%20rows(%20%7Bname%20%3D%20%22XX%22%2C%20alien%20%3D%20%22alien%22%2C%20sex%20%3D%20%22M%22%2C%20age%20%3D%2015%7D%20)%3B%0Adt%20%26lt%3B%26lt%3B%20add%20rows(%20%7Bname%20%3D%20%22YZ%22%2C%20alien%20%3D%20%22alie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hogi
Level XII

Heatmap Plot - mixing colors

In my search for aliens in BigClass, today I want to generate a heatmap plot to show the aliens at a glance.

The idea: color the non-alien students green and the aliens red.

But with several non-aliens in the same age group, the alien red is just slightly visible:

hogi_3-1689680051325.png

 

Next idea:
Let's increase the transparency for non-aliens such that age groups with aliens inside get nicely visible.
I exected such cells to get red (with some greenish touch) - but they are quite green, not red.
Seems that transparency is not treated separately for different colors, but mixed as well and then applied to the mixed color.

So, 5% green + 100% red gives 

hogi_2-1689680046296.png

last attempt:
change the data type and use Max summary Statistics:

hogi_4-1689680624330.png

Sometimes it's easier to switch from character to numbers, if you want to aggregate - like here.
But aggregation of character values has also some potential:

Summary and Tabulate: add aggregation option for Character columns 

 

 

Names Default To Here( 1 );
dt = Open( "$SAMPLE_DATA/Big Class.jmp" );
dt << New Column( "alien", Character,nominal, set each value( "-" ) );
dt << add rows( {name = "XX", alien = "alien", sex = "M", age = 15} );
dt << add rows( {name = "YZ", alien = "alien", sex = "F", age = 12} );
dt << add rows( {name = "KR", alien = "alien", sex = "F", age = 17} );


// first attempt
dt << Graph Builder(
	Variables( X( :sex ), Y( :age ), Color( :alien ) ),
	Elements( Heatmap( X, Y, Legend( 10 ) ) ),
	SendToReport(
		Dispatch({},"400",ScaleBox,
			{Legend Model( 10, Properties( 0, {Fill Color( 36 )}, Item ID( "-", 1 ) ) )}
		)
	)
);

// second attempt: increase transparency for non-aliens
dt << Graph Builder(
	Variables( X( :sex ), Y( :age ), Color( :alien ) ),
	Elements( Heatmap( X, Y, Legend( 10 ) ) ),
	SendToReport(
		Dispatch(
			{},
			"400",
			ScaleBox,
			{Legend Model( 10, Properties( 0, {Fill Color( 36 ), Transparency( 0.05 )}, Item ID( "-", 1 ) ) )}
		)
	)
);

// 3rd attempt: aggregate
Graph Builder(
	Variables(
		X( :sex ),
		Y( :age ),
		Color( :alien_num, Summary Statistic( "Max" ) )
	),
	Elements( Heatmap( X, Y, Legend( 10 ) ) ),
	SendToReport(
		Dispatch(
			{},
			"400",
			ScaleBox,
			{Legend Model(
				10,
				Properties( 0, {Fill Color( 36 )}, Item ID( "0", 1 ) )
			)}
		)
	)
)

 

 

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