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Barley Maps
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yield | variety | year | site | |
---|---|---|---|---|
27 | Manchuria | 1931 | University Farm | |
48.86667 | Manchuria | 1931 | Waseca | |
27.43334 | Manchuria | 1931 | Morris | |
39.93333 | Manchuria | 1931 | Crookston | |
32.96667 | Manchuria | 1931 | Grand Rapids | |
28.96667 | Manchuria | 1931 | Duluth | |
43.06666 | Glabron | 1931 | University Farm | |
55.2 | Glabron | 1931 | Waseca | |
28.76667 | Glabron | 1931 | Morris | |
38.13333 | Glabron | 1931 | Crookston | |
29.13333 | Glabron | 1931 | Grand Rapids | |
29.66667 | Glabron | 1931 | Duluth | |
35.13333 | Svansota | 1931 | University Farm | |
47.33333 | Svansota | 1931 | Waseca | |
25.76667 | Svansota | 1931 | Morris | |
40.46667 | Svansota | 1931 | Crookston | |
29.66667 | Svansota | 1931 | Grand Rapids | |
25.7 | Svansota | 1931 | Duluth | |
39.9 | Velvet | 1931 | University Farm | |
50.23333 | Velvet | 1931 | Waseca | |
26.13333 | Velvet | 1931 | Morris | |
41.33333 | Velvet | 1931 | Crookston | |
23.03333 | Velvet | 1931 | Grand Rapids | |
26.3 | Velvet | 1931 | Duluth | |
36.56666 | Trebi | 1931 | University Farm | |
63.8333 | Trebi | 1931 | Waseca | |
43.76667 | Trebi | 1931 | Morris | |
46.93333 | Trebi | 1931 | Crookston | |
29.76667 | Trebi | 1931 | Grand Rapids | |
33.93333 | Trebi | 1931 | Duluth | |
43.26667 | No. 457 | 1931 | University Farm | |
58.1 | No. 457 | 1931 | Waseca | |
28.7 | No. 457 | 1931 | Morris | |
45.66667 | No. 457 | 1931 | Crookston | |
32.16667 | No. 457 | 1931 | Grand Rapids | |
33.6 | No. 457 | 1931 | Duluth | |
36.6 | No. 462 | 1931 | University Farm | |
65.7667 | No. 462 | 1931 | Waseca | |
30.36667 | No. 462 | 1931 | Morris | |
48.56666 | No. 462 | 1931 | Crookston | |
24.93334 | No. 462 | 1931 | Grand Rapids | |
28.1 | No. 462 | 1931 | Duluth | |
32.76667 | Peatland | 1931 | University Farm | |
48.56666 | Peatland | 1931 | Waseca | |
29.86667 | Peatland | 1931 | Morris | |
41.6 | Peatland | 1931 | Crookston | |
34.7 | Peatland | 1931 | Grand Rapids | |
32 | Peatland | 1931 | Duluth | |
24.66667 | No. 475 | 1931 | University Farm | |
46.76667 | No. 475 | 1931 | Waseca | |
22.6 | No. 475 | 1931 | Morris | |
44.1 | No. 475 | 1931 | Crookston | |
19.7 | No. 475 | 1931 | Grand Rapids | |
33.06666 | No. 475 | 1931 | Duluth | |
39.3 | Wisconsin No. 38 | 1931 | University Farm | |
58.8 | Wisconsin No. 38 | 1931 | Waseca | |
29.46667 | Wisconsin No. 38 | 1931 | Morris | |
49.86667 | Wisconsin No. 38 | 1931 | Crookston | |
34.46667 | Wisconsin No. 38 | 1931 | Grand Rapids | |
31.6 | Wisconsin No. 38 | 1931 | Duluth | |
26.9 | Manchuria | 1932 | University Farm | |
33.46667 | Manchuria | 1932 | Waseca | |
34.36666 | Manchuria | 1932 | Morris | |
32.96667 | Manchuria | 1932 | Crookston | |
22.13333 | Manchuria | 1932 | Grand Rapids | |
22.56667 | Manchuria | 1932 | Duluth | |
36.8 | Glabron | 1932 | University Farm | |
37.73333 | Glabron | 1932 | Waseca | |
35.13333 | Glabron | 1932 | Morris | |
26.16667 | Glabron | 1932 | Crookston | |
14.43333 | Glabron | 1932 | Grand Rapids | |
25.86667 | Glabron | 1932 | Duluth | |
27.43334 | Svansota | 1932 | University Farm | |
38.5 | Svansota | 1932 | Waseca | |
35.03333 | Svansota | 1932 | Morris | |
20.63333 | Svansota | 1932 | Crookston | |
16.63333 | Svansota | 1932 | Grand Rapids | |
22.23333 | Svansota | 1932 | Duluth | |
26.8 | Velvet | 1932 | University Farm | |
37.4 | Velvet | 1932 | Waseca | |
38.83333 | Velvet | 1932 | Morris | |
32.06666 | Velvet | 1932 | Crookston | |
32.23333 | Velvet | 1932 | Grand Rapids | |
22.46667 | Velvet | 1932 | Duluth | |
29.06667 | Trebi | 1932 | University Farm | |
49.2333 | Trebi | 1932 | Waseca | |
46.63333 | Trebi | 1932 | Morris | |
41.83333 | Trebi | 1932 | Crookston | |
20.63333 | Trebi | 1932 | Grand Rapids | |
30.6 | Trebi | 1932 | Duluth | |
26.43334 | No. 457 | 1932 | University Farm | |
42.2 | No. 457 | 1932 | Waseca | |
43.53334 | No. 457 | 1932 | Morris | |
34.33333 | No. 457 | 1932 | Crookston | |
19.46667 | No. 457 | 1932 | Grand Rapids | |
22.7 | No. 457 | 1932 | Duluth | |
25.56667 | No. 462 | 1932 | University Farm | |
44.7 | No. 462 | 1932 | Waseca | |
47 | No. 462 | 1932 | Morris | |
30.53333 | No. 462 | 1932 | Crookston | |
19.9 | No. 462 | 1932 | Grand Rapids | |
22.5 | No. 462 | 1932 | Duluth | |
28.06667 | Peatland | 1932 | University Farm | |
36.03333 | Peatland | 1932 | Waseca | |
43.2 | Peatland | 1932 | Morris | |
25.23333 | Peatland | 1932 | Crookston | |
26.76667 | Peatland | 1932 | Grand Rapids | |
31.36667 | Peatland | 1932 | Duluth | |
30 | No. 475 | 1932 | University Farm | |
41.26667 | No. 475 | 1932 | Waseca | |
44.23333 | No. 475 | 1932 | Morris | |
32.13333 | No. 475 | 1932 | Crookston | |
15.23333 | No. 475 | 1932 | Grand Rapids | |
27.36667 | No. 475 | 1932 | Duluth | |
38 | Wisconsin No. 38 | 1932 | University Farm | |
58.16667 | Wisconsin No. 38 | 1932 | Waseca | |
47.16667 | Wisconsin No. 38 | 1932 | Morris | |
35.9 | Wisconsin No. 38 | 1932 | Crookston | |
20.66667 | Wisconsin No. 38 | 1932 | Grand Rapids | |
29.33333 | Wisconsin No. 38 | 1932 | Duluth |
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<!DOCTYPE html> | |
<meta charset="utf-8"> | |
<style> | |
body { | |
font-family: "Helvetica Neue", Arial; | |
font-weight: 200; | |
font-size: 12px; | |
} | |
.counties { | |
stroke: #1d1e1a; | |
stroke-width: .1; | |
fill: #fff; | |
} | |
.usCounties { | |
stroke: #1d1e1a; | |
stroke-width: .1; | |
fill: #bfbfbf; | |
} | |
.states { | |
stroke: #1d1e1a; | |
stroke-width: .5; | |
fill: #efefef; | |
} | |
.bubbles { | |
stroke: #1d1e1a; | |
fill-opacity: .95; | |
} | |
.links { | |
stroke: #1d1a1a; | |
stroke-width: 1px; | |
opacity: .95; | |
stroke-dasharray: 5; | |
} | |
.outline { | |
stroke: #000; | |
stroke-width: 3; | |
} | |
.text { | |
pointer-events: none; | |
} | |
svg { | |
overflow: visible; | |
} | |
.headline { | |
font-size: 32px; | |
text-anchor: "end"; | |
} | |
.subline { | |
text-anchor: "end"; | |
} | |
</style> | |
<body> | |
<div id="chart-container"> </div> | |
<script src="https://d3js.org/d3.v4.min.js"></script> | |
<script src="https://d3js.org/topojson.v1.min.js"></script> | |
<script src="https://d3js.org/d3-scale-chromatic.v1.min.js"></script> | |
<script src="https://cdnjs.cloudflare.com/ajax/libs/queue-async/1.0.7/queue.min.js"></script> | |
<script> | |
var margin = {top: 10, right: 20, bottom: 50, left: 20}; | |
var width = 900 - margin.left - margin.right, | |
height = 500 - margin.top - margin.bottom; | |
var coordinateLookup = { | |
"Waseca": { "lat": 44.077591, "long": -93.505882 }, | |
"Duluth": { "lat":46.795114,"long": -92.100090}, | |
"GrandRapids": { "lat":47.235844,"long": -93.527529}, | |
"Morris": { "lat":45.979908,"long": -94.278796}, | |
"Crookston": { "lat":47.77468,"long": -96.606201}, | |
"UniversityFarm": { "lat":44.984557,"long": -93.185641} | |
} | |
var simulation = d3.forceSimulation() | |
.force("charge", d3.forceManyBody().strength(-100)) | |
.force("link", d3.forceLink().id(function(d) { return d.id; })) | |
.force("x", d3.forceX(width / 2)) | |
.force("y", d3.forceY(height / 2)); | |
var svg = d3.select("#chart-container") | |
.append("svg") | |
.attr("class", "map") | |
.attr("width", width + margin.left + margin.right) | |
.attr("height", height + margin.top + margin.bottom) | |
.append("g") | |
.attr("transform", "translate(" + margin.left + "," + margin.top + ")"); | |
queue() | |
.defer(d3.tsv, "barley.tsv") | |
.defer(d3.json, "us.json") | |
.defer(d3.json, "tl_2013_27_cousub.json") | |
.await(ready); | |
function ready(error, barley, us, mn) { | |
if (error) throw error; | |
console.log(mn); | |
// COUNTIES SECTION | |
var counties = topojson.feature(mn, mn.objects.tl_2013_27_cousub); | |
var usStates = topojson.feature(us, us.objects.states); | |
var projection = d3.geoAlbersUsa() | |
.fitSize([width, height], counties); | |
var path = d3.geoPath() | |
.projection(projection); | |
svg.selectAll(".states") | |
.data(usStates.features) | |
.enter().append("path") | |
.attr("class", "states") | |
.attr("d", path) | |
svg.append("path") | |
.datum(topojson.mesh(mn, mn.objects.tl_2013_27_cousub)) | |
.attr("class", "outline") | |
.attr("d", path) | |
var countyPaths = svg.selectAll(".counties") | |
.data(counties.features) | |
.enter().append("path") | |
.attr("class", "counties") | |
.attr("d", function(d) { return path(d); }) | |
// TEXT | |
svg.append("text") | |
.attr("class", "headline") | |
.attr("x", width - width*.1) | |
.attr("y", height*.1) | |
.text("Michigan Barley") | |
svg.append("text") | |
.attr("class", "subline") | |
.attr("x", width - width*.1) | |
.attr("y", height*.15) | |
.text("1931-1932") | |
// BARLEY SECTION | |
barley.forEach(function(d) { | |
d.site = d.site.replace(" ","").replace(". ", "") | |
d.variety = d.variety.replace(" ","").replace(". ", "") | |
d["third_level_node"] = d.site + "-" + d.variety + "-" + d.year; | |
d["second_level_node"] = d.site + "-" + d.variety | |
d["first_level_node"] = d.site | |
}) | |
var nestedBarley = d3.nest() | |
.key(function(d) { return d.site }) | |
.key(function(d) { return d.variety }) | |
.entries(barley); | |
var yoyLookup = {}; | |
var secondYearLookup = {}; | |
nestedBarley.forEach(function(site) { | |
site.values.forEach(function(variety) { | |
variety["YoY"] = variety.values[1].yield - variety.values[0].yield; | |
yoyLookup[site.key + "-" + variety.key] = variety["YoY"] | |
secondYearLookup[site.key + "-" + variety.key] = variety.values[1].yield; | |
}) | |
}); | |
var sites = d3.set(barley.map(function(d) { return d.first_level_node; })).values(), | |
siteVarieties = d3.set(barley.map(function(d) { return d.second_level_node; })).values(); | |
var nodes = [], | |
links = []; | |
sites.forEach(function(site) { | |
var lat = coordinateLookup[site].lat; | |
var long = coordinateLookup[site].long; | |
nodes.push({"id": site, | |
"type": "site", | |
"site": site, | |
"displayName": site, | |
"fx": projection([long,lat])[0], | |
"fy": projection([long,lat])[1] | |
}) | |
}); | |
siteVarieties.forEach(function(siteVariety) { | |
nodes.push({"id": siteVariety, | |
"type": "Variety", | |
"site": siteVariety.split("-")[0], | |
"displayName": siteVariety.split("-")[1] | |
}) | |
links.push({"source": siteVariety, "target": siteVariety.split("-")[0]}) | |
}); | |
var graph = { | |
"nodes": nodes, | |
"links": links | |
} | |
var link = svg.append("g") | |
.attr("class", "links") | |
.selectAll("line") | |
.data(graph.links) | |
.enter().append("line"); | |
var radiusScale = d3.scaleLinear() | |
.domain(d3.extent(barley, function(d) { return d.yield; })) | |
.range([2, 20]) | |
var colorScale = d3.scaleSequential(d3.interpolateRdYlGn) | |
.domain([-25, 25]) | |
var node = svg.append("g") | |
.attr("class", "nodes") | |
.selectAll("circle") | |
.data(graph.nodes) | |
.enter().append("circle") | |
.attr("r", 2) | |
.attr("class", "site") | |
node.filter(function(d) { return d.type == "Variety" }) | |
.attr("class", "bubbles") | |
.attr("r", function(d) { return radiusScale(secondYearLookup[d.id]); }) | |
.style("fill", function(d) { return colorScale(yoyLookup[d.id]) }) | |
.call(d3.drag() | |
.on("start", dragstarted) | |
.on("drag", dragged) | |
.on("end", dragended)) | |
.on("mouseenter", function(d) { | |
d3.select(".nodes") | |
.style("opacity", .5); | |
d3.select(".links") | |
.style("opacity", .5); | |
d3.select(".text") | |
.selectAll("text") | |
.filter(function(e) { return e.site == d.site && e.displayName == d.displayName; }) | |
.style("opacity", 1) | |
}) | |
.on("mouseleave", function(d) { | |
d3.select(".nodes") | |
.style("opacity", .95); | |
d3.select(".links") | |
.style("opacity", .95); | |
d3.select(".text") | |
.selectAll("text") | |
.filter(function(e) { return e.site == d.site && e.displayName == d.displayName; }) | |
.style("opacity", 0) | |
}); | |
var text = svg.append("g") | |
.attr("class", "text") | |
.selectAll("text") | |
.data(graph.nodes) | |
.enter().append("text") | |
.attr("dy", 4) | |
.attr("dx",function(d) { return radiusScale(secondYearLookup[d.id])+1; }) | |
.style("opacity", 0) | |
.text(function(d) { return d.displayName;}) | |
simulation | |
.nodes(graph.nodes) | |
.on("tick", ticked); | |
simulation.force("link") | |
.links(graph.links); | |
function ticked() { | |
link | |
.attr("x1", function(d) { return d.source.x; }) | |
.attr("y1", function(d) { return d.source.y; }) | |
.attr("x2", function(d) { return d.target.x; }) | |
.attr("y2", function(d) { return d.target.y; }); | |
node | |
.attr("cx", function(d) { return d.x; }) | |
.attr("cy", function(d) { return d.y; }); | |
text | |
.attr("x", function(d) { return d.x; }) | |
.attr("y", function(d) { return d.y; }); | |
} | |
} | |
function dragstarted(d) { | |
if (!d3.event.active) simulation.alphaTarget(0.3).restart(); | |
d.fx = d.x; | |
d.fy = d.y; | |
} | |
function dragged(d) { | |
d.fx = d3.event.x; | |
d.fy = d3.event.y; | |
} | |
function dragended(d) { | |
if (!d3.event.active) simulation.alphaTarget(0); | |
d.fx = null; | |
d.fy = null; | |
} | |
</script> | |
</html> |
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