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markov-chain.js
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/*
state-space S
Runners:| None | 1st | 2nd | 3rd | 1&2 | 1&3 | 2&3 | 1,2,3 |
Outs
0 | #1 | #2 | #3 | #4 | #5 | #6 | #7 | #8 |
1 | #9 | #10 | #11 | #12 | #13 | #14 | #15 | #16 |
2 | #17 | #18 | #19 | #20 | #21 | #22 | #23 | #24 |
*/
//Viz space
var margin = {top: 30, right: 20, bottom: 30, left: 50},
width = 500 - margin.left - margin.right,
height = 250 - margin.top - margin.bottom,
padding = 1;
var space = 20;
var colorgrid = new Array(space-2);//create an empty array with length 45
var hgrid = Math.floor(width / 8);
var vgrid = Math.floor(height / 3);
var ylabels = ['0 out','1 out','2 out'];
var xlabels = ['None','1st','2nd','3rd','1+2', '1+3','2+3','1+2+3'];
var colores = d3.scaleLinear().domain([0,1])
.interpolate(d3.interpolateHcl)
.range([d3.rgb(241,91,36,1), d3.rgb('#363e4f')]);
var colores4 = d3.scaleLinear().domain([0,1.5])
.interpolate(d3.interpolateHcl)
.range([d3.rgb(241,91,36,1), d3.rgb('#363e4f')]);
//Creating svg space
/*
var svg = d3.select("body").append("svg")
.attr("width", width + margin.left + margin.right)
.attr("height", height + margin.top + margin.bottom)
.append("g")
.attr("transform","translate(" + margin.left + "," + margin.top + ")");
var xScale = d3.scaleLinear().range([0, 500]);
var yScale = d3.scaleLinear().range([500, 0]); //inverting scale for y-axis to a normal axis
xScale.domain([0, 100]);
yScale.domain([0, 100]);
var states = [
{'x': 1, 'y': 0, 'color': '#52c2b8', 'runprob': 0.02381564},
{'x': 2, 'y': 0, 'color': '#52c2b8', 'runprob': 0.06287995},
{'x': 3, 'y': 0, 'color': '#52c2b8', 'runprob': 0.14434191},
{'x': 4, 'y': 0, 'color': '#52c2b8', 'runprob': 0.4719409 },
{'x': 5, 'y': 0, 'color': '#52c2b8', 'runprob': 0.22464882},
{'x': 6, 'y': 0, 'color': '#52c2b8', 'runprob': 0.66163931},
{'x': 7, 'y': 0, 'color': '#52c2b8', 'runprob': 0.63355921},
{'x': 8, 'y': 0, 'color': '#52c2b8', 'runprob': 0.90293474},
{'x': 1, 'y': 1, 'color': '#42bae1', 'runprob': 0.02173804},
{'x': 2, 'y': 1, 'color': '#42bae1', 'runprob': 0.07115754},
{'x': 3, 'y': 1, 'color': '#42bae1', 'runprob': 0.17315725},
{'x': 4, 'y': 1, 'color': '#42bae1', 'runprob': 0.48777415},
{'x': 5, 'y': 1, 'color': '#42bae1', 'runprob': 0.26763072},
{'x': 6, 'y': 1, 'color': '#42bae1', 'runprob': 0.59706231},
{'x': 7, 'y': 1, 'color': '#42bae1', 'runprob': 0.55744281},
{'x': 8, 'y': 1, 'color': '#42bae1', 'runprob': 0.83174637},
{'x': 1, 'y': 2, 'color': '#f15b24', 'runprob': 0.02228551},
{'x': 2, 'y': 2, 'color': '#f15b24', 'runprob': 0.07960136},
{'x': 3, 'y': 2, 'color': '#f15b24', 'runprob': 0.19540237},
{'x': 4, 'y': 2, 'color': '#f15b24', 'runprob': 0.23691565},
{'x': 5, 'y': 2, 'color': '#f15b24', 'runprob': 0.26952145},
{'x': 6, 'y': 2, 'color': '#f15b24', 'runprob': 0.31919628},
{'x': 7, 'y': 2, 'color': '#f15b24', 'runprob': 0.36945784},
{'x': 8, 'y': 2, 'color': '#f15b24', 'runprob': 0.58550094},
]
svg.selectAll('rect')
.data(states)
.enter().append('rect')
//.transition()
//.attr("delay", function(d,i){return 10*i;})
//.attr("duration", function(d,i){return 10*(i+1)})
.attr('x', function(d){return (d.x-1)*hgrid;})
.attr('y', function(d){return (d.y)*vgrid;})
.attr('width', hgrid-padding)
.attr('height', vgrid-padding)
.attr('fill', function(d){return d.color;})
.attr('rx', padding)
.attr('ry', padding)
.attr('class', 'bordered');
svg.selectAll('.ylabel')
.data(ylabels).enter().append('text')
.text(function (d){return d;})
.attr('x', 0)
.attr('y', function(d, i){return (i)*vgrid;} )
.attr("transform", "translate(-5," + vgrid / 2 + ")")
.style("text-anchor", "end")
.attr('font-family', 'Helvetica')
.attr('font-size', 12)
svg.selectAll('.xlabel').data(xlabels).enter().append('text')
.text(function (d){return d;})
.attr('x', function(d, i){return (i)*hgrid-padding/2;} )
.attr('y', 0)
.attr("transform", "translate(" + hgrid / 2 + ",-4)")
.style("text-anchor", "middle")
.attr('font-family', 'Helvetica')
.attr('font-size', 12)
svg.selectAll('.inner').data(states).enter().append('text')
.text(function (d, i){return '#'+(i+1);})
.attr('x', function(d){return (d.x-1)*hgrid;} )
.attr('y', function(d){return (d.y)*vgrid;})
.attr("transform", "translate(" + (hgrid - padding) / 2 + ","+(vgrid+padding) / 2+")")
.style("text-anchor", "middle")
.style('fill', 'white')
.attr('font-family', 'Helvetica')
.attr('font-size', 16)
svg.append('text')
.text('Bases:')
.attr('x', 0 )
.attr('y', -4)
.style("text-anchor", "end")
.attr('font-family', 'Helvetica')
.attr('font-size', 12)
var svg2 = d3.select("body").append("svg")
.attr("width", width + margin.left + margin.right)
.attr("height", height + margin.top + 5)
var g2 = svg2.append("g")
.attr("transform","translate(" + margin.left + "," + 20 + ")");
g2.selectAll('rect')
.data(states)
.enter().append('rect')
//.transition()
//.attr("delay", function(d,i){return 10*i;})
//.attr("duration", function(d,i){return 10*(i+1)})
.attr('x', function(d){return (d.x-1)*hgrid;})
.attr('y', function(d){return (d.y)*vgrid;})
.attr('width', hgrid-padding)
.attr('height', vgrid-padding)
.attr('fill', function(d, i){return colores(d.runprob)})
.attr('rx', padding)
.attr('ry', padding)
.attr('class', 'bordered');
for(var i=0;i<colorgrid.length;i++){
colorgrid[i] = i*(1/space);
};
g2.selectAll('.inner').data(states).enter().append('text')
.text(function (d, i){return Math.round(d.runprob * 100) / 100;})
.attr('x', function(d){return (d.x-1)*hgrid;} )
.attr('y', function(d){return (d.y)*vgrid;})
.attr("transform", "translate(" + (hgrid - padding) / 2 + ","+(vgrid+padding) / 2+")")
.style("text-anchor", "middle")
.style('fill', 'white')
.attr('font-family', 'Helvetica')
.attr('font-size', 14)
g2.selectAll('.ylabel')
.data(ylabels).enter().append('text')
.text(function (d){return d;})
.attr('x', 0)
.attr('y', function(d, i){return (i)*vgrid;} )
.attr("transform", "translate(-5," + vgrid / 2 + ")")
.style("text-anchor", "end")
.attr('font-family', 'Helvetica')
.attr('font-size', 12)
g2.selectAll('.xlabel').data(xlabels).enter().append('text')
.text(function (d){return d;})
.attr('x', function(d, i){return (i)*hgrid-padding/2;} )
.attr('y', 0)
.attr("transform", "translate(" + hgrid / 2 + ",-4)")
.style("text-anchor", "middle")
.attr('font-family', 'Helvetica')
.attr('font-size', 12)
svg2.selectAll('.scale')
.data(colorgrid)
.enter().append('rect')
.attr('x', function(d, i){return (width/space)*i + (width/space)-padding + margin.left ;})
.attr('y', height+20)
.attr('width', 20)
.attr('height', 10)
.attr('fill', function(d, i){return colores(d)})
.attr('rx', 4)
.attr('ry', 4)
.attr('class', 'bordered');
g2.append('text')
.text('Bases:')
.attr('x', 0 )
.attr('y', -4)
.style("text-anchor", "end")
.attr('font-family', 'Helvetica')
.attr('font-size', 12)
svg2.append('text')
.text('0')
.attr('x', 20-10 +margin.left)
.attr('y', height+20+8)
.style("text-anchor", "end")
.style('fill', 'f15b24')
.attr('font-family', 'Helvetica')
.attr('font-size', 10)
svg2.append('text')
.text('1')
.attr('x', width-20+margin.left)
.attr('y', height+20+8)
.style("text-anchor", "start")
.style('fill', 'bl#363e4fe')
.attr('font-family', 'Helvetica')
.attr('font-size', 10)
//console.log(colorgrid);
*/
//******************************************************************************//
/*
width3 = 1000
height3 = 500
var svg3 = d3.select("body").append("svg")
.attr("width", width3 + margin.left + margin.right)
.attr("height", height3 + margin.top + 5)
var g3 = svg3.append("g")
.attr("transform","translate(" + margin.left + "," + 20 + ")");
var Tmatrix = [{'outs': 0.0, 'post_state': 1, 'pre_state': 1, 'runs': 1.0},
{'outs': 0.0, 'post_state': 2, 'pre_state': 1, 'runs': 0.0},
{'outs': 0.0, 'post_state': 3, 'pre_state': 1, 'runs': 0.0},
{'outs': 0.0, 'post_state': 4, 'pre_state': 1, 'runs': 0.0},
{'outs': null, 'post_state': 5, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 6, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 7, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 8, 'pre_state': 1, 'runs': null},
{'outs': 1.0, 'post_state': 9, 'pre_state': 1, 'runs': 0.0},
{'outs': null, 'post_state': 10, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 11, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 12, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 13, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 14, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 15, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 16, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 17, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 18, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 19, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 20, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 21, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 22, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 23, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 24, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 25, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 26, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 27, 'pre_state': 1, 'runs': null},
{'outs': null, 'post_state': 28, 'pre_state': 1, 'runs': null},
{'outs': 0.0, 'post_state': 1, 'pre_state': 2, 'runs': 2.0},
{'outs': 0.0, 'post_state': 2, 'pre_state': 2, 'runs': 1.0},
{'outs': 0.0, 'post_state': 3, 'pre_state': 2, 'runs': 1.0},
{'outs': 0.0, 'post_state': 4, 'pre_state': 2, 'runs': 1.0},
{'outs': 0.0, 'post_state': 5, 'pre_state': 2, 'runs': 0.0},
{'outs': 0.0, 'post_state': 6, 'pre_state': 2, 'runs': 0.0},
{'outs': 0.0, 'post_state': 7, 'pre_state': 2, 'runs': 0.0},
{'outs': null, 'post_state': 8, 'pre_state': 2, 'runs': null},
{'outs': 1.0, 'post_state': 9, 'pre_state': 2, 'runs': 1.0},
{'outs': 1.0, 'post_state': 10, 'pre_state': 2, 'runs': 0.0},
{'outs': 1.0, 'post_state': 11, 'pre_state': 2, 'runs': 0.0},
{'outs': 1.0, 'post_state': 12, 'pre_state': 2, 'runs': 0.0},
{'outs': null, 'post_state': 13, 'pre_state': 2, 'runs': null},
{'outs': null, 'post_state': 14, 'pre_state': 2, 'runs': null},
{'outs': null, 'post_state': 15, 'pre_state': 2, 'runs': null},
{'outs': null, 'post_state': 16, 'pre_state': 2, 'runs': null},
{'outs': 2.0, 'post_state': 17, 'pre_state': 2, 'runs': 0.0},
{'outs': null, 'post_state': 18, 'pre_state': 2, 'runs': null},
{'outs': null, 'post_state': 19, 'pre_state': 2, 'runs': null},
{'outs': null, 'post_state': 20, 'pre_state': 2, 'runs': null},
{'outs': null, 'post_state': 21, 'pre_state': 2, 'runs': null},
{'outs': null, 'post_state': 22, 'pre_state': 2, 'runs': null},
{'outs': null, 'post_state': 23, 'pre_state': 2, 'runs': null},
{'outs': null, 'post_state': 24, 'pre_state': 2, 'runs': null},
{'outs': null, 'post_state': 25, 'pre_state': 2, 'runs': null},
{'outs': null, 'post_state': 26, 'pre_state': 2, 'runs': null},
{'outs': null, 'post_state': 27, 'pre_state': 2, 'runs': null},
{'outs': null, 'post_state': 28, 'pre_state': 2, 'runs': null},
{'outs': 0.0, 'post_state': 1, 'pre_state': 3, 'runs': 2.0},
{'outs': 0.0, 'post_state': 2, 'pre_state': 3, 'runs': 1.0},
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{'outs': null, 'post_state': 7, 'pre_state': 23, 'runs': null},
{'outs': null, 'post_state': 8, 'pre_state': 23, 'runs': null},
{'outs': null, 'post_state': 9, 'pre_state': 23, 'runs': null},
{'outs': null, 'post_state': 10, 'pre_state': 23, 'runs': null},
{'outs': null, 'post_state': 11, 'pre_state': 23, 'runs': null},
{'outs': null, 'post_state': 12, 'pre_state': 23, 'runs': null},
{'outs': null, 'post_state': 13, 'pre_state': 23, 'runs': null},
{'outs': null, 'post_state': 14, 'pre_state': 23, 'runs': null},
{'outs': null, 'post_state': 15, 'pre_state': 23, 'runs': null},
{'outs': null, 'post_state': 16, 'pre_state': 23, 'runs': null},
{'outs': 0.0, 'post_state': 17, 'pre_state': 23, 'runs': 3.0},
{'outs': 0.0, 'post_state': 18, 'pre_state': 23, 'runs': 2.0},
{'outs': 0.0, 'post_state': 19, 'pre_state': 23, 'runs': 2.0},
{'outs': 0.0, 'post_state': 20, 'pre_state': 23, 'runs': 2.0},
{'outs': 0.0, 'post_state': 21, 'pre_state': 23, 'runs': 1.0},
{'outs': 0.0, 'post_state': 22, 'pre_state': 23, 'runs': 1.0},
{'outs': 0.0, 'post_state': 23, 'pre_state': 23, 'runs': 1.0},
{'outs': 0.0, 'post_state': 24, 'pre_state': 23, 'runs': 0.0},
{'outs': 1.0, 'post_state': 25, 'pre_state': 23, 'runs': 0.0},
{'outs': 1.0, 'post_state': 26, 'pre_state': 23, 'runs': 1.0},
{'outs': 1.0, 'post_state': 27, 'pre_state': 23, 'runs': 2.0},
{'outs': null, 'post_state': 28, 'pre_state': 23, 'runs': null},
{'outs': null, 'post_state': 1, 'pre_state': 24, 'runs': null},
{'outs': null, 'post_state': 2, 'pre_state': 24, 'runs': null},
{'outs': null, 'post_state': 3, 'pre_state': 24, 'runs': null},
{'outs': null, 'post_state': 4, 'pre_state': 24, 'runs': null},
{'outs': null, 'post_state': 5, 'pre_state': 24, 'runs': null},
{'outs': null, 'post_state': 6, 'pre_state': 24, 'runs': null},
{'outs': null, 'post_state': 7, 'pre_state': 24, 'runs': null},
{'outs': null, 'post_state': 8, 'pre_state': 24, 'runs': null},
{'outs': null, 'post_state': 9, 'pre_state': 24, 'runs': null},
{'outs': null, 'post_state': 10, 'pre_state': 24, 'runs': null},
{'outs': null, 'post_state': 11, 'pre_state': 24, 'runs': null},
{'outs': null, 'post_state': 12, 'pre_state': 24, 'runs': null},
{'outs': null, 'post_state': 13, 'pre_state': 24, 'runs': null},
{'outs': null, 'post_state': 14, 'pre_state': 24, 'runs': null},
{'outs': null, 'post_state': 15, 'pre_state': 24, 'runs': null},
{'outs': null, 'post_state': 16, 'pre_state': 24, 'runs': null},
{'outs': 0.0, 'post_state': 17, 'pre_state': 24, 'runs': 4.0},
{'outs': 0.0, 'post_state': 18, 'pre_state': 24, 'runs': 3.0},
{'outs': 0.0, 'post_state': 19, 'pre_state': 24, 'runs': 3.0},
{'outs': 0.0, 'post_state': 20, 'pre_state': 24, 'runs': 3.0},
{'outs': 0.0, 'post_state': 21, 'pre_state': 24, 'runs': 2.0},
{'outs': 0.0, 'post_state': 22, 'pre_state': 24, 'runs': 2.0},
{'outs': 0.0, 'post_state': 23, 'pre_state': 24, 'runs': 2.0},
{'outs': 0.0, 'post_state': 24, 'pre_state': 24, 'runs': 1.0},
{'outs': 1.0, 'post_state': 25, 'pre_state': 24, 'runs': 0.0},
{'outs': 1.0, 'post_state': 26, 'pre_state': 24, 'runs': 1.0},
{'outs': 1.0, 'post_state': 27, 'pre_state': 24, 'runs': 2.0},
{'outs': 1.0, 'post_state': 28, 'pre_state': 24, 'runs': 3.0}]
;
var dimensions = {'columns':28, 'rows': 24};
var hgrid3 = Math.floor(width3 / dimensions.columns)
var vgrid3 = Math.floor(height3 / dimensions.rows)
var colores3 = d3.scaleLinear().domain([0,4])
.interpolate(d3.interpolateHcl)
.range([d3.rgb(241,91,36,1), d3.rgb('#363e4f')]);
var colores4 = ['#52c2b8', '#42bae1', '#f15b24','#000']
g3.selectAll('rect')
.data(Tmatrix)
.enter().append('rect')
//.transition()
//.attr("delay", function(d,i){return 10*i;})
//.attr("duration", function(d,i){return 10*(i+1)})
.attr('x', function(d, i){return (d.post_state-1) * hgrid3;})
.attr('y', function(d, i){return (d.pre_state-1) *vgrid3;})
.attr('width', hgrid3-padding)
.attr('height', vgrid3-padding)
.attr('fill', function(d, i){
if (d.runs == null){
return '#eae3dc'
}
return colores4[d.outs]//colores3(d.runs)
})
//.attr('rx', padding)
//.attr('ry', padding)
.attr('class', 'bordered');
g3.selectAll('.inner').data(Tmatrix).enter().append('text')
.text(function (d, i){return d.outs;}) //d.runs
.attr('x', function(d){return (d.post_state-1) * hgrid3;} )
.attr('y', function(d){return (d.pre_state-1) *vgrid3+padding;})
.attr("transform", "translate(" + (hgrid3 - padding) / 2 + ","+(vgrid3)/1.8+")")
.style("text-anchor", "middle")
.style('fill', 'white')
.attr('font-family', 'Helvetica')
.attr('font-size', 10)
var ylabel = new Array(24);//create an empty array with length 45
var xlabel = new Array(28);
g3.selectAll('.ylabel')
.data(ylabel).enter().append('text')
.text(function (d, i){return i+1;})
.attr('x', 0)
.attr('y', function(d, i){return (i)*vgrid3;} )
.attr("transform", "translate(-5," + vgrid3 / 2 + ")")
.style("text-anchor", "end")
.attr('font-family', 'Helvetica')
.attr('font-size', 11)
g3.selectAll('.xlabel')
.data(xlabel).enter().append('text')
.text(function (d, i){return i+1;})
.attr('x', function(d, i){return (i)*hgrid3-padding/2;} )
.attr('y', 0)
.attr("transform", "translate(" + hgrid3 / 2 + ",-4)")
.style("text-anchor", "middle")
.attr('font-family', 'Helvetica')
.attr('font-size', 11)
svg3.append('text')
.text('From')
.attr('x', 34)
.attr('y', 25)
.style("text-anchor", "end")
.style('fill', '#000')
.attr('font-family', 'Helvetica')
.attr('font-size', 10)
svg3.append('text')
.text('To')
.attr('x', 34)
.attr('y', 15)
.style("text-anchor", "start")
.style('fill', '#000')
.attr('font-family', 'Helvetica')
.attr('font-size', 10)
//console.log(null+1)
//Josh Donaldson
//[[ 0.04 0.22 0.28 0.5 0.04 0.81 1.39 0.95]
//[ 0.05 0.11 0.21 0.54 0.49 0.42 0.45 1.29]