Erie Sonification Recording for Residual Plot (Good) Example

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Sonification

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This stream has the following sound mappings.

The SepalLength is mapped to time. The duration of the stream is 5 seconds

The residual is mapped to pan. residual values are mapped as −2.5

0

2.5

The residual is mapped to modulation. residual values are mapped as −2.5

0

2.5

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Expression

JSON Specification

JS Spec API

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Formal Expression

Spec=(
	description='The residuals of a linear regression model of Sepal Length on Petal Length.',
	data=(values=[{"res":-1.51132524088671,"obs":1},{"res":-0.200948396243484,"obs":2},{"res":-0.0270186066856043,"obs":3},{"res":0.83774723107552,"obs":4},{"res":-0.0988391405506756,"obs":5},{"res":0.155211621537222,"obs":6},{"res":0.341281487800859,"obs":7},{"res":0.673065237705618,"obs":8},{"res":-0.569843067840906,"obs":9},{"res":0.0823213580537481,"obs":10},{"res":-0.662343336045146,"obs":11},{"res":0.123255379118017,"obs":12},{"res":0.707531000683552,"obs":13},{"res":1.00105349629083,"obs":14},{"res":-1.03560588166218,"obs":15},{"res":0.284264817618631,"obs":16},{"res":-0.495425954718096,"obs":17},{"res":-1.38055688056799,"obs":18},{"res":-0.621356547285316,"obs":19},{"res":-0.833279474549912,"obs":20},{"res":0.249297739711936,"obs":21},{"res":0.193968009835662,"obs":22},{"res":0.859250243108367,"obs":23},{"res":0.0413546785510161,"obs":24},{"res":-1.03236715402939,"obs":25},{"res":0.649514411303802,"obs":26},{"res":-0.696920164210697,"obs":27},{"res":-0.0120860911255935,"obs":28},{"res":0.702973283374633,"obs":29},{"res":2.18082824239861,"obs":30},{"res":-0.866589388375863,"obs":31},{"res":1.43781633914181,"obs":32},{"res":0.18153567160338,"obs":33},{"res":-0.159682551756527,"obs":34},{"res":0.188674462361994,"obs":35},{"res":0.733712017209794,"obs":36},{"res":-0.639229830225557,"obs":37},{"res":0.17101466577714,"obs":38},{"res":-0.678806192728165,"obs":39},{"res":0.416154640560005,"obs":40},{"res":-0.237152226957702,"obs":41},{"res":-0.6101795140442,"obs":42},{"res":0.769200466849206,"obs":43},{"res":-0.465318057264809,"obs":44},{"res":0.684595897794717,"obs":45},{"res":0.114249082117444,"obs":46},{"res":0.361709610813988,"obs":47},{"res":0.33123808632964,"obs":48},{"res":-0.91992227873951,"obs":49},{"res":-0.615538837670135,"obs":50},{"res":-1.21664248854692,"obs":51},{"res":0.881235599102611,"obs":52},{"res":0.208363245111636,"obs":53},{"res":-0.419793264509491,"obs":54},{"res":-0.547301705189575,"obs":55},{"res":0.28105322983487,"obs":56},{"res":0.65765653711958,"obs":57},{"res":-0.554425230986296,"obs":58},{"res":0.282028645041767,"obs":59},{"res":-0.354999639292158,"obs":60},{"res":-2.272195911886,"obs":61},{"res":0.690553800872848,"obs":62},{"res":1.73617305186214,"obs":63},{"res":0.501351219140728,"obs":64},{"res":-0.519760340998206,"obs":65},{"res":-0.706230467278532,"obs":66},{"res":0.118593128137462,"obs":67},{"res":1.04695430816896,"obs":68},{"res":-0.461286486433766,"obs":69},{"res":0.537819531619265,"obs":70},{"res":0.404815945693671,"obs":71},{"res":1.46921374000068,"obs":72},{"res":0.311416953980874,"obs":73},{"res":0.379221711618303,"obs":74},{"res":0.616847655770166,"obs":75},{"res":-0.712429354605459,"obs":76},{"res":-0.20977164266041,"obs":77},{"res":-0.539418648847524,"obs":78},{"res":0.910726282539573,"obs":79},{"res":-0.137506693382201,"obs":80},{"res":0.489673061606475,"obs":81},{"res":-0.951470804473713,"obs":82},{"res":0.590554602110204,"obs":83},{"res":1.41184415048101,"obs":84},{"res":-0.833722682623673,"obs":85},{"res":-0.507316765031226,"obs":86},{"res":-0.435208682735568,"obs":87},{"res":0.977895726714249,"obs":88},{"res":1.57588533142825,"obs":89},{"res":0.900487570634347,"obs":90},{"res":0.0766197504861843,"obs":91},{"res":-0.87527748197629,"obs":92},{"res":1.45627248518142,"obs":93},{"res":0.584025553445945,"obs":94},{"res":1.10092763893581,"obs":95},{"res":-0.452840349840843,"obs":96},{"res":-0.834810871581875,"obs":97},{"res":-1.00932045218067,"obs":98},{"res":-0.289912610885603,"obs":99},{"res":0.226333566857316,"obs":100},{"res":1.20625472252575,"obs":101},{"res":-0.659839596922609,"obs":102},{"res":-1.21402901018134,"obs":103},{"res":-0.676498187422252,"obs":104},{"res":1.04420867576455,"obs":105},{"res":-0.605230688969303,"obs":106},{"res":0.730835613111979,"obs":107},{"res":-0.881485319838854,"obs":108},{"res":-0.60054681367254,"obs":109},{"res":-0.817878189392851,"obs":110},{"res":0.0763789227063512,"obs":111},{"res":-1.01643104366109,"obs":112},{"res":1.11102268166533,"obs":113},{"res":-1.05132497593812,"obs":114},{"res":0.680211691706017,"obs":115},{"res":-1.1673687472447,"obs":116},{"res":-0.771388415334491,"obs":117},{"res":1.19099363162726,"obs":118},{"res":-0.00755516139745249,"obs":119},{"res":0.601707312236941,"obs":120},{"res":-1.092976661957,"obs":121},{"res":0.412528352910335,"obs":122},{"res":-0.0360168245648455,"obs":123},{"res":-0.863115551035072,"obs":124},{"res":-0.091647218304397,"obs":125},{"res":0.545800578051963,"obs":126},{"res":0.447764329408756,"obs":127},{"res":-0.111361475720434,"obs":128},{"res":0.554643795974785,"obs":129},{"res":0.487390206121634,"obs":130},{"res":0.437308222557118,"obs":131},{"res":0.736880725661479,"obs":132},{"res":0.682287949734568,"obs":133},{"res":-0.250157260941019,"obs":134},{"res":-0.383748634688102,"obs":135},{"res":-0.490995134010681,"obs":136},{"res":0.0891394529459453,"obs":137},{"res":-0.100551260769695,"obs":138},{"res":1.04424494868853,"obs":139},{"res":0.209258310683475,"obs":140},{"res":0.47998772829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  synth=[(name='Fm1', type='FM')],
	tone=(type='Fm1', continued=false),
	encoding=(
		time=(
			field='obs',
			type='quantitative',
			scale=(timing='absolute', band=0.15, length=5, title='Observations'),
      format='.4'
		),
		pan=(
			field='res',
			type='quantitative',
			scale=(domain=[-2.5, 0, 2.5], range=[-1, 0, 1], title='Residuals'),
      format='.4'
		),
		modulation=(
			field='res',
			type='quantitative',
			scale=(domain=[-2.5, 0, 2.5], range=[4, 0.001, 4], title='Residuals'),
      format='.4'
		)
	),
	config=(speechRate=1.75)
)