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README.md

2015 Bristol Bay "Family" Size

In the Bristol Bay, Alaska sockeye gillnet fishery, permits are attached to an individual person instead of a vessel. While you can apply to have a second permit, it's also possible for someone you know, including a family member, to hold a permit for you. Looking at the most recent 2015 data, how many permits are attached to a given last name? I used last name because it's the only way I could attempt to get at how many permits a family holds. Of course, there are popular last names and, for that situation, this analysis lumps numerous families together.

Uses d3.js to visualize the most recent 2015 permit data from the Alaska CFEC.

Raw
index.html
<!DOCTYPE html>
<meta charset="utf-8">
<style>
h1 {
font-weight: normal;
}
.node {
stroke: #fff;
stroke-width: 1.5px;
}
.link {
stroke: #999;
stroke-opacity: .6;
stroke-width: 1;
}
</style>
<body>
<script src="http://d3js.org/d3.v3.min.js"></script>
<script>
function zoomed() {
g.attr("transform", "translate(" + d3.event.translate + ")scale(" + d3.event.scale + ")");
}
var margin = {top: -5, right: -5, bottom: -5, left: -5},
width = 900 - margin.left - margin.right,
height = 900 - margin.top - margin.bottom;
var initial_zoom = 0.3;
var zoom = d3.behavior.zoom()
.scaleExtent([0.1, 5])
.scale(initial_zoom)
.translate([width * initial_zoom, height * initial_zoom])
.on("zoom", zoomed);
var color = d3.scale.category10();
var force = d3.layout.force()
.gravity(0.1)
.charge(-50)
.linkDistance(15)
.size([width, height]);
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.right + ")")
.call(zoom);
var rect = svg.append("rect")
.attr("width", width)
.attr("height", height)
.style("fill", "none")
.style("pointer-events", "all");
var g = svg.append("g")
.attr("transform", "translate("+ width * initial_zoom+","+ height * initial_zoom+")scale("+initial_zoom+")");
d3.json("permits.json", function(error, graph) {
force
.nodes(graph.nodes)
.links(graph.links)
.start();
var link = g.selectAll(".link")
.data(graph.links)
.enter().append("line")
.attr("class", "link");
var node = g.selectAll(".node")
.data(graph.nodes)
.enter().append("circle")
.attr("class", "node")
.attr("r", 5)
.style("fill", function(d) { return color(d.color); })
.call(force.drag);
node.append("title")
.text(function(d) { return d.last_name; });
force.on("tick", function() {
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; });
});
});
</script>
Raw
permits.json
{
"nodes": [
{
"last_name": "ADFG ANCHORAGE",
"color": 0
},
{
"last_name": "BARNES",
"color": 0
},
{
"last_name": "NYBLOD",
"color": 0
},
{
"last_name": "MIKKELSEN",
"color": 0
},
{
"last_name": "BOONE",
"color": 0
},
{
"last_name": "VUKICH",
"color": 0
},
{
"last_name": "HAMMER",
"color": 0
},
{
"last_name": "JOHNSON",
"color": 0
},
{
"last_name": "DAUBER",
"color": 0
},
{
"last_name": "PATTON",
"color": 0
},
{
"last_name": "BEST",
"color": 0
},
{
"last_name": "TARABOCHIA",
"color": 0
},
{
"last_name": "DAHL",
"color": 0
},
{
"last_name": "ENGBRETSON",
"color": 0
},
{
"last_name": "DALTON",
"color": 0
},
{
"last_name": "MAUD",
"color": 0
},
{
"last_name": "SCHOLS",
"color": 0
},
{
"last_name": "TENNYSON",
"color": 0
},
{
"last_name": "ADAMS",
"color": 0
},
{
"last_name": "LIBOFF",
"color": 0
},
{
"last_name": "MARIFERN",
"color": 0
},
{
"last_name": "LAWLER",
"color": 0
},
{
"last_name": "WYMAN",
"color": 0
},
{
"last_name": "KIRK",
"color": 0
},
{
"last_name": "OLSEN",
"color": 0
},
{
"last_name": "CABANILLA",
"color": 0
},
{
"last_name": "JONES",
"color": 0
},
{
"last_name": "OLSON",
"color": 0
},
{
"last_name": "ALBRIGHT",
"color": 0
},
{
"last_name": "CARPENTER",
"color": 0
},
{
"last_name": "WHITE",
"color": 0
},
{
"last_name": "CROSBY",
"color": 0
},
{
"last_name": "WOLLAN",
"color": 0
},
{
"last_name": "STYCZYNSKI",
"color": 0
},
{
"last_name": "KINK",
"color": 0
},
{
"last_name": "MUNSON",
"color": 0
},
{
"last_name": "MONSEN",
"color": 0
},
{
"last_name": "GIAMMANCO",
"color": 0
},
{
"last_name": "RASMUSSEN",
"color": 0
},
{
"last_name": "SCHONBERG",
"color": 0
},
{
"last_name": "ISAKSEN",
"color": 0
},
{
"last_name": "KALUGIN",
"color": 0
},
{
"last_name": "SHOSTAD",
"color": 0
},
{
"last_name": "MENISH",
"color": 0
},
{
"last_name": "MARTINSON",
"color": 0
},
{
"last_name": "CORL",
"color": 0
},
{
"last_name": "ANDERSON",
"color": 0
},
{
"last_name": "MARTIN",
"color": 0
},
{
"last_name": "WILSON",
"color": 0
},
{
"last_name": "KAYOUKLUK",
"color": 0
},
{
"last_name": "LACHELT",
"color": 0
},
{
"last_name": "LEAGE",
"color": 0
},
{
"last_name": "SCHROEDER",
"color": 0
},
{
"last_name": "BRUNDRIDGE",
"color": 0
},
{
"last_name": "OLIN",
"color": 0
},
{
"last_name": "FRANKLIN",
"color": 0
},
{
"last_name": "FITZGERALD",
"color": 0
},
{
"last_name": "HENDRICKSON",
"color": 0
},
{
"last_name": "MOODY",
"color": 0
},
{
"last_name": "LATSHA",
"color": 0
},
{
"last_name": "BENTON",
"color": 0
},
{
"last_name": "IANI",
"color": 0
},
{
"last_name": "KVINGE",
"color": 0
},
{
"last_name": "DARONE",
"color": 0
},
{
"last_name": "LEE",
"color": 0
},
{
"last_name": "EDSON",
"color": 0
},
{
"last_name": "WOODS",
"color": 0
},
{
"last_name": "WYCKOFF",
"color": 0
},
{
"last_name": "MILLER",
"color": 0
},
{
"last_name": "DAVI",
"color": 0
},
{
"last_name": "HENDRICKS",
"color": 0
},
{
"last_name": "HANSEN",
"color": 0
},
{
"last_name": "ANDERSEN",
"color": 0
},
{
"last_name": "BERG",
"color": 0
},
{
"last_name": "GENTLES",
"color": 0
},
{
"last_name": "HELLBERG",
"color": 0
},
{
"last_name": "MOST",
"color": 0
},
{
"last_name": "OMAN",
"color": 0
},
{
"last_name": "GLOKO",
"color": 0
},
{
"last_name": "WINTERHALTER",
"color": 0
},
{
"last_name": "RUDLOFF",
"color": 0
},
{
"last_name": "PAUK",
"color": 0
},
{
"last_name": "KASHATOK",
"color": 0
},
{
"last_name": "RUZICH",
"color": 0
},
{
"last_name": "WELSH",
"color": 0
},
{
"last_name": "CHAMBERS",
"color": 0
},
{
"last_name": "CANNON",
"color": 0
},
{
"last_name": "PETERSON",
"color": 0
},
{
"last_name": "LUNDGREN",
"color": 0
},
{
"last_name": "ITUMULRIA",
"color": 0
},
{
"last_name": "LIBERATI",
"color": 0
},
{
"last_name": "HELLER",
"color": 0
},
{
"last_name": "FLENSBURG",
"color": 0
},
{
"last_name": "WILLIS",
"color": 0
},
{
"last_name": "PIERSON",
"color": 0
},
{
"last_name": "TUNGUING",
"color": 0
},
{
"last_name": "KIRCHENSCHLAGER",
"color": 0
},
{
"last_name": "HERNANDEZ",
"color": 0
},
{
"last_name": "PENNYLEGION",
"color": 0
},
{
"last_name": "NOSTE",
"color": 0
},
{
"last_name": "RASAR",
"color": 0
},
{
"last_name": "ASPELUND",
"color": 0
},
{
"last_name": "SANCHEZ",
"color": 0
},
{
"last_name": "CORSON",
"color": 0
},
{
"last_name": "MCMAHAN",
"color": 0
},
{
"last_name": "ALAKAYAK",
"color": 0
},
{
"last_name": "APALAYAK",
"color": 0
},
{
"last_name": "HALL",
"color": 0
},
{
"last_name": "CUBERT",
"color": 0
},
{
"last_name": "GREER",
"color": 0
},
{
"last_name": "IVICEVICH",
"color": 0
},
{
"last_name": "MALLOY",
"color": 0
},
{
"last_name": "PETIT",
"color": 0
},
{
"last_name": "OMEY",
"color": 0
},
{
"last_name": "MCNEIL",
"color": 0
},
{
"last_name": "STAMMERJOHAN",
"color": 0
},
{
"last_name": "FRIIS.MIKKEL",
"color": 0
},
{
"last_name": "FLEMING",
"color": 0
},
{
"last_name": "DERANJA",
"color": 0
},
{
"last_name": "RILEY",
"color": 0
},
{
"last_name": "GEAGEL",
"color": 0
},
{
"last_name": "GRAY",
"color": 0
},
{
"last_name": "STAMBAUGH",
"color": 0
},
{
"last_name": "BINGMAN",
"color": 0
},
{
"last_name": "LEWIS",
"color": 0
},
{
"last_name": "SANDVIG",
"color": 0
},
{
"last_name": "STEFFENS",
"color": 0
},
{
"last_name": "WALLONA",
"color": 0
},
{
"last_name": "EVANS",
"color": 0
},
{
"last_name": "LAPIRA.WOLOS",
"color": 0
},
{
"last_name": "CHRISTENSEN",
"color": 0
},
{
"last_name": "AIELLO",
"color": 0
},
{
"last_name": "LARUSSA",
"color": 0
},
{
"last_name": "KOHLWES",
"color": 0
},
{
"last_name": "MONTGOMERY",
"color": 0
},
{
"last_name": "ANTTILA",
"color": 0
},
{
"last_name": "LAINE",
"color": 0
},
{
"last_name": "NICK",
"color": 0
},
{
"last_name": "NELSEN",
"color": 0
},
{
"last_name": "MUNROE",
"color": 0
},
{
"last_name": "MUTCH",
"color": 0
},
{
"last_name": "MATHISEN",
"color": 0
},
{
"last_name": "HENSHAW",
"color": 0
},
{
"last_name": "LUDWIG",
"color": 0
},
{
"last_name": "VANTREASE",
"color": 0
},
{
"last_name": "HUDDLESTON",
"color": 0
},
{
"last_name": "UPTON",
"color": 0
},
{
"last_name": "MANNING",
"color": 0
},
{
"last_name": "BASARGIN",
"color": 0
},
{
"last_name": "GLEGOR",
"color": 0
},
{
"last_name": "NELSON",
"color": 0
},
{
"last_name": "CLARK",
"color": 0
},
{
"last_name": "ALBERT",
"color": 0
},
{
"last_name": "MARINKOVICH",
"color": 0
},
{
"last_name": "JENNINGS",
"color": 0
},
{
"last_name": "VANDERMEULEN",
"color": 0
},
{
"last_name": "OGREN",
"color": 0
},
{
"last_name": "THORSON",
"color": 0
},
{
"last_name": "KOETJE",
"color": 0
},
{
"last_name": "EDVARDSEN",
"color": 0
},
{
"last_name": "HEYANO",
"color": 0
},
{
"last_name": "HERMAN",
"color": 0
},
{
"last_name": "SPINALE",
"color": 0
},
{
"last_name": "KELLY",
"color": 0
},
{
"last_name": "BROYLES",
"color": 0
},
{
"last_name": "BORDEN.DEAL",
"color": 0
},
{
"last_name": "PIATT",
"color": 0
},
{
"last_name": "STRICKLAND",
"color": 0
},
{
"last_name": "REYNOLDS",
"color": 0
},
{
"last_name": "SHARP",
"color": 0
},
{
"last_name": "SMITH",
"color": 0
},
{
"last_name": "HOLMES",
"color": 0
},
{
"last_name": "BLUNKA",
"color": 0
},
{
"last_name": "EKNATY",
"color": 0
},
{
"last_name": "GUNLIK",
"color": 0
},
{
"last_name": "FAIRBANKS",
"color": 0
},
{
"last_name": "NIELSEN",
"color": 0
},
{
"last_name": "ERICKSON",
"color": 0
},
{
"last_name": "FREITAS",
"color": 0
},
{
"last_name": "SALMON",
"color": 0
},
{
"last_name": "GUGEL",
"color": 0
},
{
"last_name": "HEUKER",
"color": 0
},
{
"last_name": "RUSSELL",
"color": 0
},
{
"last_name": "ROCKNESS",
"color": 0
},
{
"last_name": "KNUTSON",
"color": 0
},
{
"last_name": "FLORA",
"color": 0
},
{
"last_name": "HERRERA",
"color": 0
},
{
"last_name": "URE",
"color": 0
},
{
"last_name": "COLE",
"color": 0
},
{
"last_name": "CONNOR",
"color": 0
},
{
"last_name": "OCONNELL",
"color": 0
},
{
"last_name": "LELAND",
"color": 0
},
{
"last_name": "JENSEN",
"color": 0
},
{
"last_name": "RUSSO",
"color": 0
},
{
"last_name": "GRANT",
"color": 0
},
{
"last_name": "LINDSTROM",
"color": 0
},
{
"last_name": "CHESSER",
"color": 0
},
{
"last_name": "CHATONEY",
"color": 0
},
{
"last_name": "WILLIAMS",
"color": 0
},
{
"last_name": "ROUSE",
"color": 0
},
{
"last_name": "VENEROSO",
"color": 0
},
{
"last_name": "WALKER",
"color": 0
},
{
"last_name": "SWIMELAR",
"color": 0
},
{
"last_name": "GREWAL",
"color": 0
},
{
"last_name": "QUASHNICK",
"color": 0
},
{
"last_name": "ACHESON",
"color": 0
},
{
"last_name": "BORLAND.IVY",
"color": 0
},
{
"last_name": "BEAMER",
"color": 0
},
{
"last_name": "HAUGEN",
"color": 0
},
{
"last_name": "STADEM",
"color": 0
},
{
"last_name": "MOORE",
"color": 0
},
{
"last_name": "FOLLMAN",
"color": 0
},
{
"last_name": "BLAKEY",
"color": 0
},
{
"last_name": "MASALIGIN",
"color": 0
},
{
"last_name": "WALSH",
"color": 0
},
{
"last_name": "JOHNS",
"color": 0
},
{
"last_name": "VARDY",
"color": 0
},
{
"last_name": "ROGERS",
"color": 0
},
{
"last_name": "PALMBY",
"color": 0
},
{
"last_name": "CRAMER",
"color": 0
},
{
"last_name": "SALISBURY",
"color": 0
},
{
"last_name": "MARCELLI",
"color": 0
},
{
"last_name": "KOPRA",
"color": 0
},
{
"last_name": "CARR",
"color": 0
},
{
"last_name": "STEVENS",
"color": 0
},
{
"last_name": "FERRASCI",
"color": 0
},
{
"last_name": "NASH",
"color": 0
},
{
"last_name": "SEE",
"color": 0
},
{
"last_name": "JOLMA",
"color": 0
},
{
"last_name": "STEINBRUECK",
"color": 0
},
{
"last_name": "RADON",
"color": 0
},
{
"last_name": "BARBER",
"color": 0
},
{
"last_name": "ANAVER",
"color": 0
},
{
"last_name": "ANDREW",
"color": 0
},
{
"last_name": "PLYMIRE",
"color": 0
},
{
"last_name": "BENSON",
"color": 0
},
{
"last_name": "BENNETT",
"color": 0
},
{
"last_name": "MERLINO",
"color": 0
},
{
"last_name": "LOTHROP",
"color": 0
},
{
"last_name": "TALLEKPALEK",
"color": 0
},
{
"last_name": "REIGH",
"color": 0
},
{
"last_name": "POPA",
"color": 0
},
{
"last_name": "GUFFEY",
"color": 0
},
{
"last_name": "SVENSEN",
"color": 0
},
{
"last_name": "BARTLETT",
"color": 0
},
{
"last_name": "ZIMIN",
"color": 0
},
{
"last_name": "KUNZWEILER",
"color": 0
},
{
"last_name": "LARRIEU",
"color": 0
},
{
"last_name": "BEISHLINE",
"color": 0
},
{
"last_name": "SAIN",
"color": 0
},
{
"last_name": "GREENFIELD",
"color": 0
},
{
"last_name": "GUDMUNDSON",
"color": 0
},
{
"last_name": "BALL",
"color": 0
},
{
"last_name": "SHUGHART",
"color": 0
},
{
"last_name": "GREENLEY",
"color": 0
},
{
"last_name": "WALL",
"color": 0
},
{
"last_name": "MUTE",
"color": 0
},
{
"last_name": "STENSLAND",
"color": 0
},
{
"last_name": "HUTCHENS",
"color": 0
},
{
"last_name": "THOMPSON",
"color": 0
},
{
"last_name": "NIENHUIS",
"color": 0
},
{
"last_name": "ALIOTTI",
"color": 0
},
{
"last_name": "LIE",
"color": 0
},
{
"last_name": "FOX",
"color": 0
},
{
"last_name": "BONANNO",
"color": 0
},
{
"last_name": "BELMONT",
"color": 0
},
{
"last_name": "LOWENBERG",
"color": 0
},
{
"last_name": "EGGEMEYER",
"color": 0
},
{
"last_name": "PAYNE",
"color": 0
},
{
"last_name": "MERCURIO",
"color": 0
},
{
"last_name": "PRUITT",
"color": 0
},
{
"last_name": "GREEN",
"color": 0
},
{
"last_name": "THISTLE",
"color": 0
},
{
"last_name": "MITBY",
"color": 0
},
{
"last_name": "HERR",
"color": 0
},
{
"last_name": "ANTHONY",
"color": 0
},
{
"last_name": "OWENS",
"color": 0
},
{
"last_name": "DUNLAP",
"color": 0
},
{
"last_name": "KROEZE",
"color": 0
},
{
"last_name": "CROTHAMEL",
"color": 0
},
{
"last_name": "KURIAN",
"color": 0
},
{
"last_name": "KUNZ",
"color": 0
},
{
"last_name": "GOSNELL",
"color": 0
},
{
"last_name": "CULMINE",
"color": 0
},
{
"last_name": "MCDONALD",
"color": 0
},
{
"last_name": "WIEBE",
"color": 0
},
{
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}
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