Heap Maps

A heat map is a two-dimensional representation of data in which values are represented by colors. A simple heat map provides an immediate visual summary of information.

In [ ]:
from beakerx import *

data  = [[533.08714795974, 484.92105712087596, 451.63070008303896, 894.4451947886148,   335.44965728686225, 640.9424094527392, 776.2709495045433, 621.8819257981404,   793.2905673902735, 328.97078791524234, 139.26962328268513, 800.9314566259062,   629.0795214099808, 418.90954534196544, 513.8036215424278, 742.9834968485734,   542.9393528649774, 671.4256827205828, 507.1129322933082, 258.8238039352692,   581.0354187924672, 190.1830169180297, 480.461111816312, 621.621218137835,   650.6023460248642, 635.7577683708486, 605.5201537254429, 364.55368485516846,   554.807212844458, 526.1823154945637],  [224.1432052432479, 343.26660237811336, 228.29828973027486, 550.3809606942758,   340.16890889700994, 214.05332637480836, 461.3159325548031, 471.2546571575069,   503.071081294441, 757.4281483575993, 493.82140462579406, 579.4302306011925,   459.76905409338497, 580.1282535427403, 378.8722877921564, 442.8806517248869,   573.9346962907078, 449.0587543606964, 383.50503527041144, 378.90761994599256,   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403.08097902196505, 384.97216329583586,   442.52161997463816, 590.5026536093199, 219.04366558018955, 899.2103705796073,   562.4908789323547, 666.088957218587, 496.97593850278065, 777.9572405840922,   531.7316118485633, 500.7782009017233, 646.4095967934252, 633.5713368259554,   608.1857007168994, 585.4020395597571, 490.06193749044934, 463.884131549627,   632.7981360348942, 634.8055942938928],  [482.5550451528366, 691.7011356960619, 496.2851035642388, 529.4040886765091,   444.3593296445004, 198.06208336708823, 365.6472909266031, 391.3885069938369,   859.494451604626, 275.19483951927816, 568.4478784631463, 203.74971298680123,   676.2053582803082, 527.9859302404323, 714.4565600799949, 288.9012675397431,   629.6056652113498, 326.2525932990075, 519.5740740263301, 696.8119752318905,   347.1796230415255, 388.6576994098651, 357.54758351840974, 873.5528483422207,   507.0189947052724, 508.1981784529926, 536.9527958233257, 871.2838601964829,   361.93416709279154, 496.5981745168124]]
data2 = [[103,104,104,105,105,106,106,106,107,107,106,106,105,105,104,104,104,104,105,107,107,106,105,105,107,108,109,110,110,110,110,110,110,109,109,109,109,109,109,108,107,107,107,107,106,106,105,104,104,104,104,104,104,104,103,103,103,103,102,102,101,101,100,100,100,100,100,99,98,97,97,96,96,96,96,96,96,96,95,95,95,94,94,94,94,94,94],  [104,104,105,105,106,106,107,107,107,107,107,107,107,106,106,106,106,106,106,108,108,108,106,106,108,109,110,110,112,112,113,112,111,110,110,110,110,109,109,109,108,107,107,107,107,106,106,105,104,104,104,104,104,104,104,103,103,103,103,102,102,101,101,100,100,100,100,99,99,98,97,97,96,96,96,96,96,96,96,95,95,95,94,94,94,94,94],  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[108,110,115,121,131,137,142,147,152,159,163,167,170,177,182,184,187,189,192,194,189,183,174,169,165,161,158,156,154,153,154,157,160,164,167,171,172,174,174,173,171,168,161,159,158,158,159,161,161,160,158,155,151,149,147,144,142,141,140,138,137,136,135,134,132,130,128,126,125,123,121,119,118,117,116,115,113,112,112,111,110,109,108,107,105,101,100],  [108,110,114,120,128,134,140,146,152,158,162,166,169,175,180,183,186,189,193,195,190,184,176,171,167,163,160,158,157,156,157,159,163,166,170,174,176,178,178,176,172,167,164,161,161,160,161,163,163,163,160,157,153,150,148,146,144,142,141,140,139,138,136,135,134,133,129,127,126,124,122,121,119,118,117,116,114,113,112,111,110,110,109,109,107,104,100],  [107,110,115,119,123,129,135,141,146,156,161,165,168,173,179,182,186,189,193,194,191,184,179,175,170,166,162,161,160,160,161,162,165,169,172,176,178,179,179,176,172,168,165,163,163,163,163,165,166,164,161,158,155,152,150,147,146,144,143,142,141,139,139,138,137,135,131,128,127,125,124,122,121,119,118,116,115,113,112,111,111,110,110,109,109,105,100],  [107,110,114,117,121,126,130,135,142,151,159,163,167,171,177,182,185,189,192,193,191,187,183,179,174,169,167,166,164,164,165,166,169,171,174,178,179,180,180,178,173,169,166,165,165,166,165,168,169,166,163,159,157,154,152,149,148,147,146,145,143,142,141,140,139,138,133,130,128,127,125,124,122,120,118,117,115,112,111,111,111,111,110,109,108,106,100],  [107,109,113,118,122,126,129,134,139,150,156,160,165,170,175,181,184,188,191,192,192,189,185,181,177,173,171,169,168,167,169,170,172,174,176,178,179,180,180,179,175,170,168,166,166,168,168,170,170,168,164,160,158,155,152,151,150,149,149,148,147,145,144,143,142,141,136,133,130,129,127,125,123,120,119,118,115,112,111,111,111,110,109,109,109,105,100],  [105,107,111,117,121,124,127,131,137,148,154,159,164,168,174,181,184,187,190,191,191,190,187,184,180,178,175,174,172,171,173,173,173,176,178,179,180,180,180,179,175,170,168,166,168,169,170,170,170,170,166,161,158,156,154,153,151,150,150,150,150,148,147,146,145,143,139,135,133,131,129,126,124,121,120,118,114,111,111,111,110,110,109,107,106,104,100],  [104,106,110,114,118,121,125,129,135,142,150,157,162,167,173,180,183,186,188,190,190,190,189,184,183,181,180,179,179,176,177,176,176,177,178,179,180,180,179,177,173,169,167,166,167,169,170,170,170,170,167,161,159,157,155,153,151,150,150,150,150,150,150,149,147,145,141,138,135,133,130,127,125,123,121,118,113,111,110,110,109,109,107,106,105,103,100],  [104,106,108,111,115,119,123,128,134,141,148,154,161,166,172,179,182,184,186,189,190,190,190,187,185,183,180,180,180,179,179,177,176,177,178,178,178,177,176,174,171,168,166,164,166,168,170,170,170,170,168,162,159,157,155,153,151,150,150,150,150,150,150,150,150,148,144,140,137,134,132,129,127,125,122,117,111,110,107,107,106,105,104,103,102,101,100],  [103,105,107,110,114,118,122,127,132,140,146,153,159,165,171,176,180,183,185,186,189,190,188,187,184,182,180,180,180,179,178,176,176,176,176,174,174,173,172,170,168,167,165,163,164,165,169,170,170,170,166,162,159,157,155,153,151,150,150,150,150,150,150,150,150,150,146,142,139,136,133,131,128,125,122,117,110,108,106,105,104,103,103,101,101,101,101],  [102,103,106,108,112,116,121,125,130,138,145,151,157,163,170,174,178,181,181,184,186,186,187,186,184,181,180,180,180,179,178,174,173,173,171,170,170,169,168,167,166,164,163,162,161,164,167,169,170,168,164,160,158,157,155,153,151,150,150,150,150,150,150,150,150,150,147,144,141,138,135,133,128,125,122,116,109,107,104,104,103,102,101,101,101,101,101],  [101,102,105,107,110,115,120,124,129,136,143,149,155,162,168,170,174,176,178,179,181,182,184,184,183,181,180,180,179,177,174,172,170,168,166,165,164,164,164,164,162,160,159,159,158,160,162,164,166,166,163,159,157,156,155,153,151,150,150,150,150,150,150,150,150,150,149,146,143,140,137,133,129,124,119,112,108,105,103,103,102,101,101,101,101,100,100],  [101,102,104,106,109,113,118,122,127,133,141,149,155,161,165,168,170,172,175,176,177,179,181,181,181,180,180,179,177,174,171,167,165,163,161,160,160,160,160,160,157,155,155,154,154,155,157,159,161,161,161,159,156,154,154,153,151,150,150,150,150,150,150,150,150,150,149,147,144,141,137,133,129,123,116,110,107,104,102,102,101,101,101,100,100,100,100],  [102,103,104,106,108,112,116,120,125,129,137,146,154,161,163,165,166,169,172,173,174,175,177,178,178,178,178,177,174,171,168,164,160,158,157,157,156,156,156,155,152,151,150,150,151,151,152,154,156,157,157,156,155,153,152,152,151,150,150,150,150,150,150,150,150,150,150,147,144,141,138,133,127,120,113,109,106,103,101,101,101,100,100,100,100,100,100],  [103,104,105,106,108,110,114,118,123,127,133,143,150,156,160,160,161,162,167,170,171,172,173,175,175,174,174,173,171,168,164,160,156,155,154,153,153,152,152,150,149,148,148,148,148,148,149,149,150,152,152,152,152,151,150,150,150,150,150,150,150,150,150,150,150,150,149,147,144,141,138,132,125,118,111,108,105,103,102,101,101,101,100,100,100,100,100],  [104,105,106,107,108,110,113,117,120,125,129,138,145,151,156,156,157,158,160,164,166,168,170,171,172,171,171,169,166,163,160,156,153,151,150,150,149,149,149,148,146,146,146,146,146,146,146,147,148,148,149,149,149,148,148,148,148,149,149,150,150,150,150,150,150,150,148,146,143,141,136,129,123,117,110,108,105,104,103,102,102,101,101,100,100,100,100],  [103,104,105,106,107,109,111,115,118,122,127,133,140,143,150,152,153,155,157,159,162,164,167,168,168,168,167,166,163,160,157,153,150,148,148,147,147,147,145,145,144,143,143,143,144,144,144,144,145,145,145,145,146,146,146,146,146,147,147,148,149,150,150,150,150,149,147,145,143,141,134,127,123,117,111,108,105,105,104,104,103,103,102,101,100,100,100],  [102,103,104,105,106,107,109,113,116,120,125,129,133,137,143,147,149,151,152,154,158,161,164,165,164,164,163,163,160,157,154,151,149,147,145,145,144,143,141,140,141,141,141,141,141,142,142,142,142,142,142,142,143,143,143,144,144,145,146,146,146,147,148,148,148,148,145,143,142,140,134,128,123,117,112,108,106,105,105,104,104,103,102,101,100,100,99],  [102,103,104,105,105,106,108,110,113,118,123,127,129,132,137,141,142,142,145,150,154,157,161,161,160,160,160,159,157,154,151,148,146,145,143,142,142,139,137,136,137,137,138,138,139,139,139,139,139,139,139,139,140,140,141,142,142,143,144,144,144,145,145,145,145,145,144,142,140,139,136,129,124,119,113,109,106,106,105,104,103,102,101,101,100,99,99],  [102,103,104,104,105,106,107,108,111,116,121,124,126,128,131,134,135,137,139,143,147,152,156,157,157,157,156,155,153,151,148,146,143,142,141,140,138,135,133,132,132,133,133,133,134,135,135,135,135,136,136,137,137,138,138,139,140,141,141,142,142,143,142,142,141,141,140,139,137,134,133,129,125,121,114,110,107,106,106,104,103,102,101,100,99,99,99],  [102,103,104,104,105,105,106,108,110,113,118,121,124,126,128,130,132,134,136,139,143,147,150,154,154,154,153,151,149,148,146,143,141,139,137,136,132,130,128,128,128,129,129,130,130,131,132,132,132,133,134,134,135,135,136,137,138,139,139,140,140,140,139,139,138,137,137,135,132,130,129,127,124,120,116,112,109,106,105,103,102,101,101,100,99,99,99],  [101,102,103,104,104,105,106,107,108,110,114,119,121,124,126,128,129,132,134,137,140,143,147,149,151,151,151,149,147,145,143,141,138,136,134,131,128,126,124,125,125,126,126,127,128,128,129,129,130,130,131,131,132,132,133,134,135,135,136,136,137,137,136,136,135,134,133,131,129,128,127,126,123,119,115,111,109,107,105,104,103,102,101,100,100,100,99],  [101,102,103,103,104,104,105,106,108,110,112,116,119,121,124,125,127,130,132,135,137,140,143,147,149,149,149,147,145,143,141,139,136,133,131,128,125,122,121,122,122,122,123,125,125,126,127,127,127,128,128,128,129,129,130,131,131,132,132,133,133,133,132,132,131,131,130,129,128,126,125,124,121,117,111,109,108,106,105,104,103,102,101,101,100,100,100],  [100,101,102,103,103,104,105,106,107,108,110,114,117,119,121,123,126,128,130,133,136,139,141,144,146,147,146,145,143,141,138,136,133,130,127,124,121,120,120,120,120,120,121,122,123,124,124,125,125,126,126,125,126,126,126,125,126,127,128,128,129,129,128,128,128,128,128,128,126,125,123,122,119,114,109,108,107,106,105,104,103,103,102,102,101,100,100],  [100,101,102,103,104,105,106,107,108,109,110,112,115,117,120,122,125,127,130,132,135,137,139,142,144,144,144,142,140,138,136,132,129,126,123,120,120,119,119,118,119,119,120,120,120,121,122,122,123,123,123,123,122,123,122,122,121,122,122,122,123,123,123,124,125,125,126,126,125,124,122,120,116,113,109,107,106,105,104,104,103,102,102,101,101,100,100],  [100,101,102,103,104,105,106,107,108,109,110,112,114,117,119,122,124,127,129,131,134,136,138,140,142,142,142,140,138,136,133,129,125,122,120,119,118,118,117,116,117,117,118,119,119,120,120,120,121,121,121,122,121,120,120,120,119,119,120,120,120,120,120,120,123,123,124,124,124,123,121,119,114,112,108,106,106,104,104,103,102,102,101,101,100,100,99],  [101,102,103,104,105,106,107,108,109,110,111,113,114,116,119,121,124,126,128,130,133,135,137,138,140,140,139,137,135,133,131,127,122,120,118,118,117,117,116,115,116,116,117,118,118,118,119,119,120,120,121,121,120,119,119,118,117,117,118,119,118,118,118,119,120,122,123,123,123,122,120,117,113,110,108,106,105,104,103,103,102,101,101,100,100,99,99],  [101,102,103,104,105,106,107,108,109,110,111,111,113,115,118,121,123,125,127,129,131,133,135,137,138,138,137,134,132,130,127,122,120,118,116,116,116,116,115,113,114,115,116,117,117,118,118,119,119,119,120,120,119,118,117,117,116,116,117,117,117,118,119,119,119,120,121,121,121,121,119,116,113,110,107,105,105,103,103,103,102,101,100,100,99,99,99],  [101,102,103,104,105,106,107,108,109,110,111,112,114,116,117,120,122,124,126,129,130,132,133,135,136,136,134,132,129,126,122,120,118,116,114,114,114,114,114,113,113,114,115,116,116,117,117,117,118,118,119,119,118,117,116,116,115,115,116,116,116,117,117,118,118,119,120,120,120,120,119,116,113,109,106,104,104,103,102,102,101,101,100,99,99,99,98],  [101,102,103,104,105,106,107,108,109,110,111,113,115,117,117,118,121,123,126,128,130,130,131,132,133,134,131,129,125,122,120,118,116,114,113,112,112,113,112,112,111,112,113,113,114,115,116,116,117,117,118,118,116,116,115,115,115,114,114,115,116,116,117,117,118,118,119,119,120,120,117,115,112,108,106,104,103,102,102,102,101,100,99,99,99,98,98],  [101,102,103,104,105,105,106,107,108,109,110,111,113,115,117,118,120,122,125,126,127,128,129,130,131,131,128,125,121,120,118,116,114,113,113,111,111,111,111,110,109,110,111,112,113,113,114,115,115,116,117,117,116,115,114,114,113,113,114,114,115,115,116,116,117,118,118,119,119,118,116,114,112,108,105,103,103,102,101,101,100,100,99,99,98,98,97],  [100,101,102,103,104,105,106,107,108,109,110,110,111,113,115,118,120,121,122,124,125,125,126,127,128,127,124,121,120,118,116,114,113,112,112,110,109,109,108,108,108,109,110,111,112,112,113,114,114,115,116,116,115,114,113,112,112,113,113,114,114,115,115,116,116,117,117,118,118,117,115,113,111,107,105,103,102,101,101,100,100,100,99,99,98,98,97],  [100,101,102,103,104,105,105,106,107,108,109,110,110,111,114,116,118,120,120,121,122,122,123,124,123,123,120,118,117,115,114,115,113,111,110,109,108,108,107,107,107,108,109,110,111,111,112,113,113,114,115,115,114,113,112,111,111,112,112,112,113,114,114,115,115,116,116,117,117,116,114,112,109,106,104,102,101,100,100,99,99,99,99,98,98,97,97]]
data3 = [[16,29, 12, 14, 16, 5, 9, 43, 25, 49, 57, 61, 37, 66, 79, 55, 51, 55, 17, 29, 9, 4, 9, 12, 9],  [22,6, 2, 12, 23, 9, 2, 4, 11, 28, 49, 51, 47, 38, 65, 69, 59, 65, 59, 22, 11, 12, 9, 9, 13],  [2, 5, 8, 44, 9, 22, 2, 5, 12, 34, 43, 54, 44, 49, 48, 54, 59, 69, 51, 21, 16, 9, 5, 4, 7],  [3, 9, 9, 34, 9, 9, 2, 4, 13, 26, 58, 61, 59, 53, 54, 64, 55, 52, 53, 18, 3, 9, 12, 2, 8],  [4, 2, 9, 8, 2, 23, 2, 4, 14, 31, 48, 46, 59, 66, 54, 56, 67, 54, 23, 14, 6, 8, 7, 9, 8],  [5, 2, 23, 2, 9, 9, 9, 4, 8, 8, 6, 14, 12, 9, 14, 9, 21, 22, 34, 12, 9, 23, 9, 11, 13],  [6, 7, 23, 23, 9, 4, 7, 4, 23, 11, 32, 2, 2, 5, 34, 9, 4, 12, 15, 19, 45, 9, 19, 9, 4]]
In [ ]:
HeatMap(data = data)
In [ ]:
HeatMap(title= "Heatmap Second Example",
            xLabel= "X Label",
            yLabel= "Y Label",
            data =  data,
            legendPosition = LegendPosition.TOP)
In [ ]:
HeatMap(title = "Green Yellow White",
            data = data2,
            showLegend = False,
            color = GradientColor.GREEN_YELLOW_WHITE)
In [ ]:
colors = [Color.black, Color.yellow, Color.red]
HeatMap(title= "Custom Gradient Example",
            data= data3,
            color= GradientColor(colors))
In [ ]:
HeatMap(initWidth= 900,
            initHeight= 300,
            title= "Custom size, no tooltips",
            data= data3,
            useToolTip= False,
            showLegend= False,
            color= GradientColor.WHITE_BLUE)