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Created April 10, 2018 13:53
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Parallel Coordinates wired to a map of routes from ORBIS
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.block
license: mit
Raw
index.html
<!DOCTYPE html>
<html>
<head>
<meta http-equiv="Content-Type" content="text/html;charset=utf-8"/>
<title>Route Probability Exploration with Parallel Coordinates</title>
<style type="text/css">
svg {
font: 10px sans-serif;
}
path {
stroke-linejoin: round;
stroke-linecap: round;
}
.routes {
stroke-dasharray: 4, 7, 3, 8;
stroke-width: 2.5;
}
.background path {
fill: none;
stroke: #ccc;
stroke-opacity: .4;
shape-rendering: crispEdges;
}
.foreground path {
fill: none;
stroke: #e04242;
stroke-opacity: .5;
stroke-width: 2;
}
.brush .extent {
fill-opacity: .3;
stroke: #fff;
shape-rendering: crispEdges;
}
.axis line, .axis path {
fill: none;
stroke: #000;
shape-rendering: crispEdges;
}
.axis text {
text-shadow: 0 1px 0 #fff;
cursor: pointer;
}
</style>
</head>
<body>
<div id="map" style="border:0px solid gray; background-color:#fdfbf1;">
</div>
<div id="parallel" style="border:0px solid gray; background-color:#fdfbf1;">
</div>
<script src="http://d3js.org/d3.v3.min.js"></script>
<script src="http://d3js.org/d3.geo.projection.v0.min.js"></script>
<script src="http://d3js.org/topojson.v0.min.js"></script>
<script type="text/javascript">
pathRamp=d3.scale.linear().domain([1,5,9,13]).range(["blue","green","orange","blue"]);
var m = [30, 10, 10, 10],
w = 1280 - m[1] - m[3],
h = 300 - m[0] - m[2];
var x = d3.scale.ordinal().rangePoints([0, w], 1),
y = {},
dragging = {};
var line = d3.svg.line(),
axis = d3.svg.axis().orient("left"),
background,
foreground;
mapsvg = d3.select("#map").append("svg:svg")
.attr("width", 1280)
.attr("height", 400)
;
var svg = d3.select("#parallel").append("svg:svg")
.attr("width", w + m[1] + m[3])
.attr("height", h + m[0] + m[2])
.append("svg:g")
.attr("transform", "translate(" + m[3] + "," + m[0] + ")");
d3.csv("sites.csv", function(csvin) {
sitesdata = csvin;
d3.json("lcroutes.json", function(error, lcroutes) {
pathdata = topojson.object(lcroutes, lcroutes.objects.lcroutes).geometries;
// Extract the list of dimensions and create a scale for each.
x.domain(dimensions = d3.keys(pathdata[0]["properties"]).filter(function(d) {
return d != "type" && d != "geometry" && (y[d] = d3.scale.linear()
.domain(d3.extent(pathdata, function(p) { return +p["properties"][d]; }))
.range([h, 0]));
// .range([h, 0]));
}));
foreground = svg.append("svg:g")
.attr("class", "foreground")
.selectAll("path")
.data(pathdata)
.enter().append("svg:path")
.attr("d", parallelPath)
.style("stroke", function(d) {return (pathRamp(d.properties.month))})
;
// Add a group element for each dimension.
var g = svg.selectAll(".dimension")
.data(dimensions)
.enter().append("svg:g")
.attr("class", "dimension")
.attr("transform", function(d) { return "translate(" + x(d) + ")"; })
.on("click", titleClick)
// Add an axis and title.
g.append("svg:g")
.attr("class", "axis")
.each(function(d) { d3.select(this).call(axis.scale(y[d])); })
.append("svg:text")
.attr("text-anchor", "middle")
.attr("y", -9)
.attr("class", "dimensionText")
.text(String);
// Add and store a brush for each axis.
g.append("svg:g")
.attr("class", "brush")
.each(function(d) { d3.select(this).call(y[d].brush = d3.svg.brush().y(y[d]).on("brush", brush)); })
.selectAll("rect")
.attr("x", -8)
.attr("width", 16);
createMap();
})
});
function titleClick(d) {
var pmax = d3.max(pathdata, function(p) { return p["properties"][d]; })
var pmin = d3.min(pathdata, function(p) { return p["properties"][d]; })
var pq1 = (pmax * .25) + (pmin * .75);
var pq2 = (pmax * .5) + (pmin * .5);
var pq3 = (pmax * .75) + (pmin * .25);
pathRamp=d3.scale.linear().domain([pmin,pq1,pq2,pq3,pmax]).range(["blue","green","gold","orange","red"]);
foreground.style("stroke", function(p) {return (pathRamp(p["properties"][d]))});
d3.selectAll("path.routes").style("stroke", function(p) {return (pathRamp(p["properties"][d]))});
}
function position(d) {
var v = dragging[d];
return v == null ? x(d) : v;
}
function transition(g) {
return g.transition().duration(500);
}
// Returns the path for a given data point.
function parallelPath(d) {
return line(dimensions.map(function(p) { return [position(p), y[p](d["properties"][p])]; }));
}
// Handles a brush event, toggling the display of foreground lines.
function brush() {
var actives = dimensions.filter(function(p) { return !y[p].brush.empty(); }),
extents = actives.map(function(p) { return y[p].brush.extent(); });
foreground.style("display", function(d) {
return actives.every(function(p, i) {
return extents[i][0] <= d["properties"][p] && d["properties"][p] <= extents[i][1];
}) ? null : "none";
});
d3.selectAll("path.routes").style("display", function(d) {
return actives.every(function(p, i) {
return extents[i][0] <= d["properties"][p] && d["properties"][p] <= extents[i][1];
}) ? null : "none";
});
}
/////////////THE MAP
function createMap(){
rankRamp=d3.scale.linear().domain([0,.005]).range([1,10]).clamp(true);
projection = d3.geo.satellite()
.distance(1.1)
.scale(1000)
.rotate([-15, -43, -10])
.center([-3, -4.5])
.tilt(25)
.clipAngle(1000);
var graticule = d3.geo.graticule()
.extent([[180, 180], [-180, -180]])
.step([5, 5]);
path = d3.geo.path()
.projection(projection);
siteLabel = mapsvg.append("svg:text")
.attr("x", 20)
.attr("y", 20)
.text("Click site for details");
sprLabel = mapsvg.append("svg:text")
.attr("x", 20)
.attr("y", 40)
.text("PS");
smLabel = mapsvg.append("svg:text")
.attr("x", 20)
.attr("y", 60)
.text("PSM");
map = mapsvg.append("svg:g").attr("class", "map")
.attr("transform", "translate(2,3)")
d3.json("rltopo.json", function(error, rltopo) {
/*
map.append("path")
.datum(graticule)
.attr("class", "graticule")
.attr("d", path);
*/
embossed = map.selectAll("path.routes")
.data(topojson.object(rltopo, rltopo.objects.romeland).geometries)
.enter().insert("path")
.attr("d", path)
.attr("class", "countries")
.style("fill", "ghostwhite")
.style("stroke", "lightgray")
.style("stroke-width", 2)
sites = map.selectAll("g.sites")
.data(sitesdata)
.enter()
.append("svg:g")
.attr("class", "foreground")
.attr("transform", function(d) {return "translate(" + projection([d.xcoord,d.ycoord]) + ")";})
.style("cursor", "pointer")
.on("click", siteClick)
;
circleRamp=d3.scale.linear().domain([0,4,7,11,15,19,23]).range(["red","purple","orange","blue","steelblue","green","yellow"]);
sites.append("svg:circle")
.attr('r', function(d) {return (rankRamp(d.ES))})
.attr("class", "sites")
.style("fill", function(d) {return (circleRamp(d.EM))})
.style("stroke", "white")
.style("opacity", 0)
.transition()
.delay(300)
.duration(1000)
.style("opacity", .35)
;
baseRoads = map.selectAll("path.routes")
.data(pathdata)
.enter().insert("path")
.attr("class", "lcroutes")
.attr("d", path)
.style("fill", "none")
.style("stroke-width", 2)
//.style("stroke", 2)
.style("stroke", function(d) {return (pathRamp(d.properties.month))})
.attr("class", "routes")
/* baseRoads = map.selectAll("path.routes")
.data(pathdata)
.enter().append("svg:path")
.style("fill", "none")
.style("stroke", function(d) {return (pathRamp(d.month))})
.attr("d", path)
.attr("class", "routes")
.style("opacity", 0)
.transition()
.duration(1000)
.style("opacity", .2)
;
*/
}
)
}
function siteClick(d,i) {
siteLabel.text(d.name);
sprLabel.text("Ranking - Economic: " + d.ES + " - Military: " + d.MS + " - Rapid: " + d.RS );
smLabel.text("Modules - Economic: " + d.EM + " - Military: " + d.MM + " - Rapid: " + d.RM );
}
mapsvg.on("click", function() {
p = projection.invert(d3.mouse(this));
console.log(p);
projection.rotate([-(p[0]), -(p[1])]);
mapsvg.selectAll("path").transition().duration(1000).attr("d", path);
sites.transition().duration(1000).attr("transform", function(d) {return "translate(" + projection([d.xcoord,d.ycoord]) + ")";})
});
</script>
</body>
</html>
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sites.csv
name xcoord ycoord rank MS ES RS MM EM RM
Marcianopolis 27.44 43.31 90 0.0012 0.0015 0.0012 24 18 9
Malaca -4.42 36.72 80 0.0012 0.0008 0.0011 15 1 12
Augustoritum 1.25 45.83 80 0.0006 0.0013 0.0006 15 8 4
Mutina 10.92 44.65 80 0.0018 0.0017 0.0015 16 11 16
Doclea 19.28 42.48 80 0.0012 0.0015 0.0012 20 13 14
Tripolis 35.85 34.43 90 0.0017 0.0013 0.0017 21 20 15
Gades -6.29 36.53 90 0.0019 0.001 0.0018 15 1 12
Clysma 32.57 29.96 80 0.0007 0.0012 0.0006 22 19 19
Zeugma 37.88 37.06 80 0.0019 0.0018 0.0022 4 5 11
Tyana 34.62 37.83 80 0.0022 0.0027 0.0022 21 12 15
Thebai 32.65 25.7 80 0.0021 0.0031 0.0026 22 10 19
Troesmis 28.2 45.16 80 0.0002 0.0013 0.0014 0 7 9
Aulon 19.42 40.51 70 0.0007 0.0005 0.0007 20 13 14
Mytilene 26.31 39.21 80 0.0017 0.0014 0.0017 14 15 5
Sestus 26.42 40.23 80 0.0025 0.0017 0.0024 14 18 5
Horreum Margi 21.39 43.93 70 0.0012 0.0012 0.0012 13 7 9
Clusium 11.95 43.02 90 0.0014 0.0013 0.0013 16 3 16
Melitene 38.37 38.43 90 0.0014 0.0024 0.0014 4 12 11
Sufetula 9.13 35.26 80 0.001 0.0015 0.001 12 14 3
Palantia -5.38 42.45 60 0.0022 0.0015 0.002 15 1 12
Catabathmus Maior 25.16 31.56 80 0.0018 0.0025 0.0018 22 23 19
Halicarnassus 27.43 37.04 80 0.0015 0.0013 0.0015 14 20 5
Canusium 16.07 41.22 80 0.0012 0.0014 0.0012 9 13 7
Theodosia 35.38 45.05 80 0.0013 0.0012 0.0012 24 12 11
Laodicea 35.79 35.52 80 0.0019 0.0025 0.002 21 20 15
Ticinum 9.16 45.19 70 0.0014 0.0011 0.0014 10 22 2
Placentia 9.7 45.05 90 0.0008 0.0012 0.001 16 11 16
Viminacium 21.23 44.74 80 0.0022 0.002 0.0022 13 7 13
Hadrianoupolis 26.57 41.68 60 0.0011 0.0015 0.0011 13 18 9
Ichthys Pr. 21.32 37.65 60 0.0022 0.0019 0.0022 18 20 14
Mons Porphyrites 33.35 27.21 60 0.0009 0.001 0.0008 22 19 19
Lauriacum 14.47 48.22 80 0.0013 0.0018 0.0019 17 2 13
Ancona 13.52 43.62 90 0.0027 0.0017 0.0026 16 13 18
Savaria 16.62 47.23 80 0.0012 0.0014 0.0011 17 2 13
Bovianum 14.47 41.49 80 0.0013 0.0013 0.0013 9 13 7
Aquincum 19.05 47.57 90 0.0016 0.001 0.001 6 13 13
Myos Hormos 34.24 26.16 70 0.0008 0.001 0.0008 22 19 19
Forum Iulii 6.73 43.44 80 0.0016 0.0015 0.0015 10 21 2
Iulia Concordia 12.84 45.76 80 0.0014 0.002 0.0014 17 11 18
Kallipolis 26.68 40.41 60 0.0014 0.0013 0.0013 14 18 5
Flaviopolis 32.2 40.81 70 0.0012 0.0013 0.0012 24 12 11
Augusta Praetoria 7.31 45.74 80 0.0019 0.0024 0.0019 10 22 2
Portus 12.26 41.78 90 0.0007 0.0005 0.0007 9 3 7
Dura 40.73 34.75 80 0.001 0.0004 0.001 4 5 11
Luca 10.5 43.85 90 0.0009 0.0008 0.0008 16 3 16
Lilybaeum 12.44 37.8 80 0.0036 0.0033 0.0035 12 14 8
Durnonovaria -2.44 50.71 80 0.0015 0.0014 0.0014 7 9 1
Prusias 29.16 40.43 80 0.0012 0.0007 0.0012 14 18 5
Aquae Sextiae 5.44 43.53 80 0.0015 0.0018 0.0015 10 21 2
Servitium 17.26 45.13 70 0.0013 0.0024 0.0012 17 13 13
Ancyra 32.87 39.95 90 0.0022 0.0041 0.0024 24 12 11
Caesarodunum 0.7 47.38 80 0.0013 0.0007 0.0013 19 8 4
Tolosa 1.43 43.62 80 0.0016 0.0019 0.0016 15 21 4
Corycus 34.15 36.46 80 0.0017 0.0014 0.0017 21 20 15
Augusta Raurica 7.73 47.54 80 0.0018 0.0016 0.0017 10 22 18
Ulpia Traiana Tricensimae 6.44 51.67 80 0.0012 0.0009 0.0012 19 8 10
Narbo 3 43.2 90 0.0025 0.0025 0.0024 10 21 2
Aeclanum 15.01 41.06 80 0.0013 0.0013 0.0012 9 17 7
Condate -1.69 48.13 70 0.0015 0.0019 0.0015 19 8 4
Legio VII -5.57 42.6 70 0.001 0.0007 0.0009 15 1 12
Tyrus 35.2 33.28 90 0.0013 0.0011 0.0013 23 20 15
Metagonium Pr. 6.47 37.09 60 0.0023 0.0014 0.0021 5 14 3
Capua 14.24 41.09 90 0.0012 0.0015 0.0013 9 17 7
Apollonia Pontica 27.7 42.42 80 0.0012 0.0009 0.0011 24 18 9
Gorgippia 37.31 44.89 80 0.0013 0.0012 0.0013 24 12 11
Pella 22.52 40.77 80 0.0011 0.0013 0.0011 14 17 5
Comana 36.33 38.34 80 0.0012 0.0017 0.0012 21 12 15
Themiskyra 36.97 41.22 70 0.0013 0.0008 0.0012 24 12 11
Corfinium 13.84 42.12 80 0.0018 0.0019 0.0018 9 13 7
Chersonesos 33.49 44.61 90 0.0017 0.0017 0.0017 24 12 11
Neapolis (Thrace) 24.47 40.95 80 0.0018 0.0023 0.0018 14 18 5
Soura 38.8 35.91 70 0.0016 0.0016 0.0017 4 4 11
Kardamis 25.04 31.92 70 0.001 0.0007 0.001 22 23 19
Ptolemais Hermiou 31.8 26.48 80 0.0016 0.001 0.0016 22 19 19
Segusio 7.01 45.12 70 0.0014 0.0015 0.0013 10 21 2
Nuceria 14.67 40.74 80 0.0013 0.0011 0.0013 9 3 7
Berytus 35.52 33.9 90 0.0017 0.0015 0.0017 21 20 15
Castulo -3.63 38.04 80 0.0013 0.0014 0.0012 15 16 12
Populonium 10.5 43 80 0.0018 0.0013 0.0017 9 3 16
Vorgium -3.58 48.3 70 0.0008 0.0011 0.0009 19 8 4
x 22.98 45.58 6 0.0019 0.0017 0.0017 13 7 9
Tubusuctu 4.83 36.67 80 0.0012 0.0011 0.0012 5 14 3
Mampsoukrenai 34.89 37.08 60 0.0013 0.001 0.0013 21 12 15
Lacobriga -4.6 42.35 70 0.0014 0.0011 0.0014 15 1 4
Mamucio -2.33 53.46 70 0.0016 0.0019 0.0016 7 9 1
Divodurum 6.19 49.12 70 0.0016 0.0021 0.0014 19 8 10
Samarobriva 2.29 49.89 70 0.0016 0.0021 0.0016 19 8 10
Caudium 14.64 41.06 80 0.0013 0.0012 0.0013 9 17 7
Epidaurum 18.22 42.58 80 0.0017 0.0011 0.0016 20 13 14
Banasa -6.12 34.61 80 0.0014 0.0017 0.0014 5 14 3
Hydruntum 18.49 40.15 70 0.0015 0.0011 0.0015 20 17 14
Sinuessa 13.83 41.16 80 0.0017 0.0016 0.0017 9 17 7
Eburacum -1.11 53.95 90 0.0021 0.0027 0.0019 7 9 1
Augusta Taurinorum 7.69 45.07 80 0.0014 0.0011 0.0014 10 21 2
Iuvavum 13.06 47.8 80 0.0013 0.0013 0.0011 17 2 13
Gythion 22.57 36.76 80 0.0011 0.0011 0.0011 18 20 5
Beneharnum -0.44 43.33 70 0.0019 0.0016 0.0018 15 21 4
Oescus 24.48 43.7 80 0.0019 0.0029 0.0019 13 7 9
Gaza 34.46 31.51 90 0.0018 0.0017 0.0018 23 4 17
Lamasba 5.91 35.6 80 0.0015 0.0011 0.0015 5 14 3
Genua 8.93 44.41 70 0.0019 0.0015 0.0018 9 11 16
Salmantica -5.66 40.96 80 0.0009 0.0017 0.001 15 1 12
Astypaleia 26.35 36.55 60 0.0014 0.0013 0.0013 14 20 5
Tyras 30.35 46.2 80 0.0018 0.0016 0.0018 24 7 11
Sebasteia 37.03 39.75 90 0.0018 0.0021 0.0017 24 12 11
Emerita Augusta -6.35 38.91 90 0.0019 0.0028 0.0019 15 1 12
Valentia 4.89 44.93 80 0.0017 0.0016 0.0017 10 21 2
Salernum 14.77 40.68 80 0.0015 0.0028 0.0016 9 3 7
Asturica -6.05 42.46 90 0.0018 0.003 0.0019 15 1 12
Siscia 16.37 45.48 90 0.0014 0.0027 0.0014 17 13 13
Argentorate 7.77 48.59 80 0.0017 0.0015 0.0015 19 8 10
Limonum 0.35 46.57 80 0.0012 0.0016 0.0012 15 8 4
Virovesca -3.32 42.55 70 0.0016 0.0021 0.0017 15 21 4
Odessus 27.91 43.21 80 0.0019 0.0015 0.0018 24 18 9
x 19.15 44.29 6 0.0017 0.0023 0.0018 13 13 13
Alba Fucens 13.41 42.08 80 0.0013 0.0014 0.0013 9 13 7
Proconnesus 27.56 40.59 60 0.0012 0.0007 0.0012 14 18 5
Kriou Metopon Pr. 23.58 35.27 60 0.0015 0.0015 0.0015 18 20 5
Tabia 34.53 39.86 80 0.001 0.0017 0.0011 24 12 11
Oea 13.17 32.9 90 0.0012 0.0006 0.0012 12 23 8
Bononia 11.35 44.49 80 0.0017 0.0021 0.002 16 3 16
Ilerda 0.62 41.61 80 0.0012 0.0016 0.0012 15 21 12
Xanthos 29.33 36.36 80 0.001 0.0013 0.0011 14 15 5
Tanais 39.26 47.27 80 0.0007 0.0007 0.0007 24 12 11
Senia 14.92 44.99 80 0.0018 0.0019 0.0017 16 13 18
x 19.63 42.01 6 0.0017 0.0017 0.0017 20 7 14
Thabraca 8.75 36.95 80 0.0021 0.0013 0.0019 5 14 3
Maritima 12.06 37.97 60 0.0007 0.0006 0.0007 12 14 8
Samonion Pr. 26.25 35.28 60 0.0012 0.001 0.0012 18 20 5
Perge 30.86 36.97 90 0.0013 0.002 0.0014 21 12 15
Gadara 35.73 32.06 80 0.0012 0.001 0.0012 23 4 17
Genava 6.14 46.2 70 0.0018 0.0023 0.0018 10 22 2
x 19.66 41.08 6 0.0012 0.0031 0.0013 20 17 14
Kos 27.29 36.89 70 0.0018 0.0015 0.0018 14 20 5
Aelana 35 29.53 80 0.0008 0.0009 0.0007 23 4 17
Porolissum 23.19 47.17 80 0.0009 0.0011 0.0009 13 7 9
Pantikapaion 36.41 45.24 90 0.0024 0.0022 0.0024 24 12 11
Cabilonnum 4.84 46.78 70 0.0019 0.0012 0.0018 10 8 2
Italica -6.03 37.44 80 0.0016 0.0019 0.0016 15 1 12
Tibur 12.8 41.96 80 0.0012 0.0013 0.0012 9 13 7
Malea Pr. 23.2 36.44 60 0.002 0.0019 0.0019 18 20 5
Nisibis 41.24 37.08 80 0.002 0.0027 0.0021 4 5 11
Caesarea (Phrygia) 31.18 38.3 90 0.0015 0.0023 0.0015 21 12 15
Ocriculum 12.47 42.41 80 0.0013 0.001 0.0013 9 3 7
Emmaus 34.99 31.84 80 0.0013 0.001 0.0013 23 4 17
Diana Veteranorum 5.89 35.79 80 0.0014 0.0013 0.0014 5 14 3
X 23.5 46.02 6 0.0018 0.0022 0.0017 13 7 9
Titius (river) 15.86 43.72 60 0.001 0.0006 0.001 16 13 18
Ad fl. Tigrim 42.19 37.34 60 0.0009 0.0007 0.0007 4 5 11
Claudiopolis 31.6 40.74 80 0.0012 0.0013 0.0011 24 12 11
Narnia 12.52 42.52 80 0.0014 0.0011 0.0013 9 3 7
Heliopolis 31.3 30.12 80 0.0013 0.0017 0.0011 22 19 19
Germa 31.62 39.51 90 0.0013 0.0012 0.0012 24 12 11
Praetorium 15.97 31.29 70 0.0015 0.0023 0.0015 12 23 8
Alexandria 29.91 31.2 100 0.002 0.0009 0.0018 22 19 19
x -8.71 39.21 6 0.002 0.0012 0.0018 15 1 12
Byblos 35.64 34.12 80 0.0012 0.0009 0.0012 21 20 15
Portus Magnus -0.27 35.81 70 0.002 0.0013 0.0018 5 14 3
Parma 10.33 44.8 80 0.0018 0.0022 0.0015 16 11 16
Tingi -5.8 35.79 90 0.0022 0.0024 0.0022 5 14 3
Burdigala -0.59 44.86 90 0.0027 0.002 0.0026 15 8 4
Tenedos 26.05 39.82 60 0.002 0.0014 0.002 14 15 5
Durocortorum 4.03 49.26 80 0.0022 0.0027 0.002 19 8 10
Sinope 35.04 42.05 90 0.0026 0.0021 0.0024 24 12 11
Dertosa 0.52 40.81 80 0.0013 0.0007 0.0012 15 16 12
Sardis 28.06 38.48 90 0.001 0.0026 0.0012 14 15 5
Amaseia 35.82 40.65 80 0.0011 0.0018 0.0011 24 12 11
Burrio -2.93 51.74 80 0.0011 0.0012 0.0011 7 9 1
Poetovio 15.87 46.42 80 0.0015 0.002 0.0019 17 2 13
Palmyra 38.28 34.56 90 0.0011 0.002 0.0011 4 4 17
Alpheos (river) 21.45 37.61 60 0.0012 0.0011 0.0012 18 20 14
Latopolis 32.55 25.29 80 0.0002 0.0008 0.0015 1 10 19
Naissus 21.9 43.33 90 0.0021 0.0026 0.0021 13 7 9
Boubastis 31.52 30.58 70 0.0012 0.0016 0.0017 22 19 19
Phasis 41.67 42.15 80 0.0014 0.001 0.0014 24 12 11
Musti 9.14 36.34 80 0.0015 0.0019 0.0016 12 14 3
Caesarea Maritima 34.9 32.51 80 0.0023 0.0022 0.0023 23 4 17
Lugdunum Convenarum 0.56 43.04 80 0.0012 0.0014 0.0012 15 21 4
Camarina 14.45 36.85 80 0.0013 0.0012 0.0013 12 14 8
Maiensis Statio 11.17 46.66 60 0.0011 0.0017 0.0011 17 2 18
Narona 17.63 43.05 80 0.002 0.0013 0.0019 20 13 14
Dorylaion 30.53 39.81 80 0.0012 0.0028 0.0014 24 15 11
Mouth of Pontus 29.12 41.21 60 0.001 0.0009 0.0008 24 18 9
Scodra 19.51 42.07 80 0.0013 0.001 0.0013 20 13 14
Melita 14.4 35.88 80 0.0007 0.0007 0.0007 12 14 8
Lixus -6.11 35.21 80 0.0021 0.0014 0.0021 5 14 3
Cuicul 5.73 36.32 80 0.0012 0.0011 0.0012 5 14 3
Heraclea Pontica 31.42 41.28 90 0.0018 0.0019 0.0016 24 12 11
Acroceraunia Pr. 19.32 40.44 60 0.0028 0.002 0.0027 20 13 14
Minturnae 13.77 41.24 90 0.0018 0.0014 0.0018 9 17 7
Isca -2.97 51.62 80 0.002 0.0012 0.0018 7 9 1
Amphipolis 23.84 40.81 90 0.0019 0.0019 0.0019 14 15 5
Myndos 27.24 37.08 70 0.0015 0.0014 0.0015 14 15 5
Aesuris -7.45 37.22 70 0.0019 0.0011 0.0022 15 1 12
Noviomagus 8.44 49.31 70 0.0016 0.002 0.0015 19 2 10
Glevum -2.26 51.87 80 0.0021 0.002 0.002 7 9 1
Dioscurias 41 42.99 90 0.0014 0.0012 0.0013 24 12 11
Perinthus 27.96 40.98 80 0.0028 0.0025 0.0028 14 18 5
Edessa 38.79 37.16 90 0.0024 0.0025 0.0021 4 5 11
Lepcis Magna 14.29 32.64 100 0.0026 0.003 0.0025 12 23 8
Nicopolis (Pontus) 38.15 40.15 80 0.0012 0.0016 0.0012 24 12 11
Kimaros Pr. 23.6 35.63 60 0.0018 0.0018 0.0018 18 20 5
Lacinium Pr. 17.2 39.03 60 0.0016 0.0013 0.0016 20 17 14
Sirmium 19.61 44.97 90 0.0017 0.0018 0.0021 13 13 13
Beneventum 14.76 41.14 90 0.0024 0.0023 0.0023 9 17 7
Novae 25.38 43.62 80 0.0015 0.001 0.0013 13 7 9
Arae Philaenorum 18.79 30.29 70 0.0013 0.0008 0.0013 12 23 8
Nicaea 29.72 40.44 90 0.0009 0.0017 0.001 14 12 5
Ascalon 34.55 31.67 90 0.0024 0.0019 0.0024 23 4 17
Portus Blendium -4.04 43.43 70 0.0018 0.001 0.0016 15 21 4
Carnuntum 16.92 48.12 80 0.0014 0.0014 0.0017 17 2 13
Bostra 36.48 32.52 90 0.0017 0.0017 0.0016 23 4 17
Aesernia 14.23 41.59 80 0.0013 0.0014 0.0013 9 13 7
Nicomedia 29.92 40.77 90 0.0027 0.002 0.0027 14 18 5
Palma 2.65 39.57 80 0.0009 0.0008 0.0009 15 16 12
Cephalae Pr. 15.21 32.37 60 0.0012 0.0007 0.0012 12 23 8
Thessalonica 22.97 40.64 90 0.0026 0.0031 0.0025 14 15 5
Augustodunum 4.28 46.97 80 0.0018 0.0021 0.0016 10 8 2
Emesa 36.72 34.73 80 0.0016 0.0014 0.0013 23 4 17
x 36.11 32.63 6 0.0018 0.0014 0.0017 23 4 17
x -8.67 39.22 6 0.0012 0.0013 0.0016 15 1 12
Parium 27.07 40.42 70 0.002 0.0012 0.002 14 18 5
Athenae 23.72 37.97 90 0.0014 0.0013 0.0014 18 15 5
Herdoniae 15.62 41.32 70 0.0013 0.0013 0.0013 9 13 7
Chersonesos Akra 23.12 32.61 60 0.0008 0.0004 0.0008 12 23 8
Castrum Truentinum 13.9 42.9 80 0.0016 0.0011 0.0016 16 3 7
Cossyra 11.94 36.83 70 0.0012 0.0009 0.0011 12 14 8
Arausio 4.81 44.14 80 0.0012 0.0007 0.0012 10 21 2
Samosata 38.52 37.53 90 0.0013 0.0011 0.0016 4 5 11
Vesontio 6 47.22 80 0.0012 0.0015 0.0011 10 8 2
Tacape 10.1 33.88 90 0.002 0.004 0.0022 12 14 8
Lampsacus 26.69 40.35 80 0.0014 0.0016 0.0013 14 15 5
Claudia Aprensis 27.07 40.98 90 0.0012 0.0027 0.0013 14 18 5
Isthmia 23.13 37.93 90 0.0022 0.0022 0.0021 18 20 5
Magnesia 27.53 37.86 80 0.0012 0.0009 0.0012 14 15 5
Ioppe 34.75 32.05 6 0.0014 0.001 0.0014 23 4 17
Lokroi Epizephyrioi 16.26 38.24 80 0.0013 0.001 0.0012 12 17 8
Ovilava 14.03 48.16 80 0.0023 0.0026 0.0019 17 2 13
Sisapo -4.52 38.64 70 0.0011 0.0015 0.0011 15 16 12
Beroia 37.15 36.22 80 0.0013 0.0014 0.0012 4 5 11
Ammon 25.54 29.2 80 0.0005 0.0026 0.0008 22 10 19
Regina Castra 12.1 49.01 80 0.0012 0.0008 0.0011 17 2 13
Side 31.4 36.78 90 0.0019 0.0014 0.0018 21 12 15
Taliata 22.15 44.46 70 0.0024 0.0015 0.0022 13 7 9
Barium 16.87 41.13 70 0.0019 0.0017 0.0019 9 13 7
Conimbriga -8.5 40.08 80 0.0011 0.0013 0.0011 15 1 12
Sitifis 5.39 36.19 90 0.0018 0.0016 0.0018 5 14 3
Cenabum 1.91 47.91 80 0.0017 0.002 0.0017 19 8 4
Carrhae 39.02 36.88 80 0.0008 0.0007 0.0008 4 5 11
Dertona 8.86 44.9 80 0.0008 0.0009 0.0008 9 11 16
Pyramos (river) 35.56 36.57 60 0.0022 0.0016 0.0022 21 20 15
Virunum 14.41 46.7 90 0.0016 0.0025 0.0018 17 2 13
Bononia (Moesia) 22.9 44.01 80 0.0016 0.0018 0.002 13 7 9
Rusaddir -2.94 35.28 80 0.0014 0.0007 0.0013 5 14 3
Formiae 13.61 41.26 80 0.0012 0.0009 0.0012 9 3 7
Antiochia 36.17 36.21 100 0.0014 0.0022 0.002 21 20 15
x 25.86 42.07 6 0.0016 0.0021 0.0016 13 18 9
Calagurris -1.97 42.3 80 0.0012 0.0014 0.0012 15 21 4
Krane 20.57 38.22 80 0.0012 0.0011 0.0012 18 20 14
Cetium 15.62 48.2 70 0.0013 0.0013 0.0011 17 2 13
Nemetacum 2.76 50.3 70 0.0012 0.0013 0.0012 19 8 10
Sala -6.81 34.01 80 0.0014 0.0013 0.0014 5 14 3
Eusperides 20.07 32.12 80 0.0002 0.0002 0.0002 2 0 0
Terenouthis 30.82 30.43 70 0.0014 0.0009 0.0013 22 19 19
Venusia 15.81 40.96 80 0.0011 0.002 0.0011 9 17 7
Nemausus 4.36 43.84 80 0.0011 0.0013 0.0011 10 21 2
Drobeta 22.66 44.64 80 0.0012 0.0016 0.0015 13 7 9
Salsovia 29.12 45.07 70 0.0008 0.0011 0.0015 24 7 9
Pompelo -1.65 42.8 70 0.0017 0.0019 0.0017 15 21 4
Histria 28.77 44.55 80 0.0021 0.0015 0.0021 24 7 9
Igilgili 5.77 36.82 80 0.0012 0.0006 0.0011 5 14 3
Selinous 23.68 39.14 70 0.0016 0.0014 0.0015 14 15 5
Hermopolis Magna 30.8 27.78 90 0.0015 0.0012 0.0015 22 19 19
Patara 29.32 36.26 80 0.0022 0.0017 0.0022 14 20 5
Bracara Augusta -8.42 41.55 90 0.0012 0.0025 0.0013 15 1 12
Satala 39.66 40.02 80 0.0011 0.0019 0.0012 24 12 11
Tarsus 34.9 36.92 90 0.0013 0.0013 0.0013 21 12 15
Meninge 10.92 33.68 80 0.002 0.001 0.0019 12 14 8
Naupactus 21.83 38.4 80 0.0016 0.0011 0.0016 18 17 14
Sufasar 2.51 36.19 80 0.0013 0.0029 0.0015 5 14 3
Pedalion Pr. 34.08 34.96 60 0.002 0.0018 0.002 21 20 15
Deva -2.9 53.19 80 0.0021 0.0016 0.0019 7 9 1
Lissus 19.66 41.79 80 0.0017 0.001 0.0016 20 7 14
Amastris 32.38 41.75 80 0.0012 0.0009 0.0011 24 12 11
Segedunum -1.53 54.99 60 0.0008 0.0007 0.0012 7 8 1
Penne Locos 6.92 46.4 60 0.0014 0.0012 0.0014 10 22 2
Singidunum 20.47 44.82 90 0.0013 0.0009 0.0017 13 13 13
Caralis 9.11 39.21 80 0.001 0.001 0.0009 9 3 16
Barcino 2.16 41.36 90 0.0013 0.0008 0.0013 15 21 12
Lutetia 2.34 48.85 70 0.0017 0.0023 0.0021 19 8 10
Chalcedon 29.03 40.99 80 0.0011 0.001 0.0012 14 18 5
Raphia 34.25 31.29 80 0.0014 0.0007 0.0013 23 19 17
x -6.11 38.96 6 0.0019 0.0015 0.0018 15 16 12
Bonna 7.09 50.74 80 0.0015 0.0007 0.0013 19 8 10
Interpromium 13.93 42.24 70 0.0012 0.001 0.0012 9 13 7
Mursa 18.67 45.55 80 0.0015 0.002 0.0023 17 13 13
Potaissa 23.76 46.56 80 0.0017 0.0018 0.0016 13 7 9
Emporiae 3.1 42.15 80 0.0013 0.0008 0.0012 10 21 2
Kellis 29.09 25.52 80 0.0018 0.0013 0.0016 22 10 19
Brundisium 17.94 40.64 80 0.0024 0.002 0.0023 20 17 14
Ara Agrippinensium 6.94 50.94 90 0.0018 0.002 0.0017 19 8 10
Trapezus 39.72 41 80 0.0022 0.002 0.0022 24 12 11
Domavium 19.38 44.14 80 0.0008 0.0005 0.0008 13 13 13
Augusta Vindelicum 10.89 48.36 90 0.0018 0.0017 0.0016 17 2 13
Karambis Pr. 33.37 42.01 60 0.0017 0.0015 0.0017 24 12 11
Cibyra 29.52 37.16 80 0.0014 0.0024 0.0015 21 15 15
Kotyora 37.88 41 70 0.0017 0.0012 0.0017 24 12 11
Batnae 38.42 36.98 80 0.0022 0.0015 0.0019 4 5 11
Mothis 28.95 25.51 80 0.0016 0.0013 0.0016 22 10 19
Deultum 27.31 42.4 80 0.0012 0.0032 0.0014 24 18 9
Cumae 14.04 40.85 80 0.0017 0.0013 0.0017 9 3 7
x 15.39 46.36 6 0.0019 0.0014 0.0016 17 2 13
Gesoriacum 1.61 50.72 70 0.0033 0.0024 0.003 19 8 10
Portus Pachyni 15.14 36.68 70 0.0027 0.0025 0.0027 12 14 8
Heraklea 21.34 41.02 80 0.0015 0.0023 0.0015 14 17 5
Mouth of Witham 0.01 52.96 6 0.0014 0.001 0.0017 7 9 1
x 18.49 45.28 6 0.0017 0.0014 0.0016 17 13 13
Dyrrhachium 19.45 41.32 90 0.0021 0.0014 0.002 20 17 14
Attalea 30.7 36.89 80 0.002 0.0018 0.002 21 15 15
Boiodurum 13.45 48.57 60 0.0013 0.0015 0.002 17 2 13
Aufidena 16.19 41.34 60 0.0016 0.0013 0.0016 9 13 7
Caeciliana 38.12 36.66 70 0.0024 0.0018 0.0023 4 5 11
Corcyra 19.92 39.59 80 0.0015 0.0011 0.0015 18 17 14
Petuaria -0.59 53.69 70 0.0024 0.0012 0.002 7 8 1
x 11.64 46.78 6 0.0017 0.002 0.0016 17 2 18
Olbia 9.5 40.93 80 0.0018 0.0017 0.0017 9 3 16
Auzia 3.68 36.15 80 0.001 0.0018 0.0011 5 14 3
Coriosopitum -2 54.98 70 0.0011 0.0018 0.0016 7 9 1
Camulodunum 0.9 51.89 80 0.0013 0.0013 0.0012 7 9 1
Palinurus Pr. 14.93 40.26 60 0.0015 0.0013 0.0014 9 3 7
Fregellanum 13.51 41.55 60 0.0014 0.0012 0.0013 9 17 7
Abodiacum 10.91 47.91 60 0.0022 0.0027 0.0021 17 2 18
Summuntorium 10.79 48.64 70 0.0016 0.0021 0.0015 17 2 13
Seleukeia Pieria 35.93 36.12 90 0.0023 0.0016 0.0024 21 20 15
Corduba -4.78 37.88 100 0.0012 0.0012 0.0012 15 16 12
Cyrene 21.87 32.82 90 0.0016 0.0019 0.0016 12 23 8
Roma 12.49 41.89 100 0.0042 0.005 0.0042 9 3 7
Tridentum 11.12 46.07 80 0.0016 0.0021 0.0015 17 11 18
Pistoriae 10.89 43.93 80 0.0016 0.0013 0.0014 16 3 16
Massilia 5.36 43.31 80 0.0022 0.0012 0.002 10 21 2
Paphos 32.41 34.76 90 0.0011 0.0009 0.0011 21 20 15
Ulpiana 21.19 42.6 80 0.001 0.0017 0.0011 13 7 9
Patrae 21.74 38.26 90 0.0016 0.0013 0.0016 18 20 14
Verona 10.99 45.44 90 0.0021 0.0033 0.0023 17 11 18
Spinis -1.23 51.4 60 0.0015 0.0017 0.0016 7 9 1
Loium 0.72 49.52 60 0.0015 0.0007 0.0014 19 8 10
Reate 12.86 42.4 80 0.0011 0.0017 0.0011 9 3 7
Caunus 28.63 36.83 80 0.0014 0.0011 0.0014 14 20 5
Saldae 5.07 36.76 80 0.002 0.0021 0.002 5 14 3
Misenum 14.08 40.78 80 0.0012 0.0009 0.0012 9 3 7
Caput Vada 11.16 35.23 60 0.0013 0.0007 0.0012 12 14 8
Lambaesis 6.26 35.49 90 0.0014 0.0012 0.0014 5 14 3
Apollonia 34.82 32.21 80 0.0014 0.001 0.0013 23 4 17
Puteoli 14.11 40.83 90 0.003 0.0024 0.003 9 3 7
x 11.62 44.82 6 0.0002 0.0012 0.0014 3 11 16
Pisae 10.4 43.72 90 0.0017 0.0014 0.0021 9 3 16
Potidaion 27.21 35.51 70 0.0011 0.0009 0.0011 18 20 5
Iulium Carnicum 13.01 46.45 70 0.0014 0.0011 0.0013 17 2 18
Lydda 34.89 31.96 90 0.0017 0.0019 0.0017 23 4 17
Cirta 6.59 36.36 90 0.0019 0.0027 0.002 5 14 3
Qasr Farafra 27.93 27.04 60 0.0013 0.0018 0.0013 22 10 19
Adramyttium 26.94 39.5 80 0.0015 0.001 0.0015 14 15 5
Volubilis -5.56 34.09 80 0.0006 0.0016 0.0007 5 14 3
Volsinii 11.99 42.64 80 0.0012 0.0016 0.0012 16 3 16
Syene 32.9 24.09 80 0.0019 0.0012 0.0016 22 10 19
Veldidena 11.39 47.26 60 0.0018 0.0015 0.0016 17 2 18
Dianium 0.1 38.84 80 0.002 0.0012 0.0019 15 16 12
Messana 15.56 38.19 90 0.0025 0.0023 0.0025 12 14 8
Augusta Treverorum 6.68 49.76 90 0.0013 0.0015 0.0015 19 8 10
Corinthus 22.89 37.91 100 0.0015 0.0013 0.0015 18 20 14
Perdices 5.37 35.84 70 0.0018 0.002 0.0018 5 14 3
Euesperides 20.08 32.12 80 0.0021 0.0014 0.002 12 23 8
Myriandros 36.19 36.59 80 0.0015 0.0012 0.0016 21 20 15
Augustobriga -5.68 39.81 70 0.0013 0.0013 0.0012 15 16 12
Serdica 23.33 42.73 90 0.0015 0.0023 0.0015 13 7 9
Neapolis 14.23 40.84 90 0.0018 0.0015 0.0018 9 3 7
Tomis 28.64 44.19 80 0.0014 0.001 0.0014 24 18 9
Archelais 34.05 38.38 80 0.0011 0.0015 0.0011 21 12 15
Akitas Pr. 21.88 36.72 60 0.0012 0.0012 0.0012 18 20 5
Fanum Fortunae 13.02 43.84 80 0.0015 0.0018 0.0015 16 3 18
Londinium -0.08 51.52 90 0.0029 0.002 0.0027 7 9 1
Cambete 7.5 47.67 60 0.0018 0.0017 0.0016 10 8 18
Aquae Sulis -2.37 51.39 70 0.0015 0.0019 0.0015 7 9 1
Iuliobona 0.54 49.53 70 0.0018 0.0009 0.0016 19 8 10
Calleva -1.08 51.37 80 0.0017 0.0016 0.0016 7 9 1
Ephesus 27.35 37.94 100 0.003 0.0023 0.003 14 15 5
Brigantium 9.72 47.5 70 0.0018 0.0016 0.0018 17 2 18
Aquileia 13.36 45.77 90 0.0029 0.0024 0.0027 17 13 18
Apollonia-Sozousa 21.75 32.93 80 0.0022 0.0013 0.0022 12 23 8
Thaenae 10.7 34.67 80 0.0013 0.0007 0.0012 12 14 8
Pax Iulia -7.85 38 90 0.0013 0.0011 0.0012 15 1 12
Durostorum 27.26 44.12 80 0.0008 0.0013 0.0013 13 7 9
Kallipolis-Anxa 17.99 40.06 70 0.0011 0.0008 0.0011 20 17 14
Kalos Limen 32.7 45.52 80 0.0018 0.0017 0.0018 24 7 11
Zarai 5.68 35.8 80 0.0015 0.0011 0.0014 5 14 3
Arupium 15.29 44.83 70 0.001 0.0011 0.001 16 13 18
Aleria 9.53 42.12 80 0.0015 0.0014 0.0015 9 3 16
Pons Aeni 12.12 47.88 70 0.0017 0.002 0.0019 17 2 13
Spoletium 12.74 42.74 90 0.0011 0.0019 0.0011 9 3 7
Pompeii 14.48 40.75 80 0.0013 0.0008 0.0013 9 3 7
Venonis -1.3 52.49 60 0.0016 0.0022 0.0015 7 9 1
Tergeste 13.77 45.65 80 0.0018 0.0017 0.0017 16 13 18
Pergamum 27.18 39.14 90 0.0013 0.0019 0.0014 14 15 5
Geraistos 24.55 37.98 70 0.0017 0.0014 0.0016 14 15 5
Burnum 16 44.01 80 0.0013 0.0017 0.0014 16 13 18
Circesium 40.45 35.17 90 0.002 0.0019 0.0025 4 5 11
Coptos 32.81 26.01 80 0.0043 0.005 0.004 22 19 19
Ad Publicanos 6.37 45.67 60 0.0013 0.0015 0.0013 10 22 2
Apamea (Pisidia) 30.17 38.07 90 0.0013 0.0012 0.0012 21 15 15
Theveste 8.14 35.41 80 0.0022 0.0024 0.0022 12 14 3
Syracusae 15.29 37.07 90 0.0012 0.001 0.0012 12 14 8
x 30.61 38.33 6 0.0018 0.0017 0.0017 21 15 15
Iuliobriga -4.11 43 80 0.0013 0.0011 0.0013 15 21 4
Albulae -1.16 35.29 70 0.0009 0.0021 0.0011 5 14 3
Iol Caesarea 2.2 36.61 90 0.0021 0.0014 0.0019 5 14 3
Tibiscum 22.19 45.46 80 0.0017 0.002 0.0017 13 7 9
Thebae 23.32 38.32 80 0.001 0.0016 0.0011 18 15 5
Naucratis 30.61 30.85 80 0.002 0.0016 0.0019 22 19 19
Laodicea ad Lycum 29.12 37.84 90 0.0016 0.0022 0.0016 21 15 15
Ebusus 1.42 38.91 80 0.0023 0.0019 0.0022 15 16 12
Herakleopolis 30.94 29.09 80 0.0024 0.0012 0.0022 22 19 19
Tiliaventum (river) 13.1 45.64 60 0.0012 0.0007 0.0011 17 11 18
Venta -1.32 51.07 80 0.0017 0.0012 0.0016 7 9 1
Lindum -0.54 53.24 80 0.0011 0.0018 0.0016 7 9 1
Aequum Tuticum 15.07 41.26 70 0.0018 0.002 0.0018 9 13 7
Hadrumetum 10.64 35.84 90 0.0021 0.0037 0.0022 12 14 8
Salapia 16.02 41.39 70 0.0011 0.0007 0.0011 9 13 7
Vienna 4.88 45.52 90 0.0019 0.0016 0.0018 10 22 2
Larinum 14.92 41.81 80 0.0009 0.0017 0.001 9 13 7
Aginnum 0.63 44.2 80 0.0016 0.0018 0.0017 15 8 4
Rhodos 28.23 36.44 80 0.0038 0.0035 0.0036 14 20 5
x 15.69 44.37 6 0.0014 0.0017 0.0014 16 13 18
Aguntum 12.82 46.84 80 0.0012 0.0015 0.0012 17 2 18
Kadiston Mons 25.77 35.34 60 0.0021 0.0019 0.0021 18 20 5
Atria 12.05 45.05 70 0.0011 0.0013 0.0011 17 11 18
Iuliomagus -0.55 47.46 80 0.0019 0.0015 0.002 19 8 4
Lancia -5.42 42.53 80 0.0017 0.0011 0.0016 15 1 12
Cinolis 34.16 41.96 60 0.0012 0.001 0.0012 24 12 11
Lugdunum Batavorum 4.4 52.2 70 0.0012 0.0008 0.0012 19 8 10
Celeia 15.26 46.23 80 0.0013 0.0009 0.0011 17 13 13
Thamugadi 6.47 35.5 80 0.0016 0.0019 0.0017 5 14 3
Civitas Namnetum -1.56 47.21 70 0.0021 0.0017 0.002 15 8 4
Trogilion Pr. 27.02 37.67 60 0.0022 0.0019 0.0022 14 15 5
Endidae 11.27 46.32 60 0.0014 0.0009 0.0013 17 11 18
Viroconium -2.65 52.66 80 0.0016 0.0018 0.0016 7 9 1
Lugdunum 4.82 45.76 100 0.0019 0.0017 0.0019 10 8 2
Mediolanum (Aquitania) -0.63 45.75 80 0.0016 0.0022 0.0016 15 8 4
Berenice 35.48 23.9 80 0.0003 0.0018 0.0005 22 19 19
Arelate 4.63 43.69 90 0.003 0.0027 0.003 10 21 2
Demetrias 22.92 39.3 90 0.0016 0.0014 0.0016 14 15 5
Cnidus 27.37 36.69 80 0.0014 0.0012 0.0014 14 20 5
Iader 15.23 44.11 80 0.0026 0.0021 0.0025 16 13 18
Ammaedara 8.46 35.57 80 0.0012 0.0012 0.0012 12 14 3
Mediolanum 9.19 45.46 100 0.0013 0.0015 0.0012 17 11 18
Summus Pyreneus (West) -1.36 43.01 60 0.0013 0.001 0.0013 15 8 4
Azotus Paralios 34.65 31.8 80 0.0014 0.001 0.0013 23 4 17
Rusicade 6.91 36.88 80 0.0018 0.0021 0.0019 5 14 3
Philadelpheia 35.93 31.95 90 0.0021 0.0026 0.0021 23 4 17
Lousonna 6.63 46.52 60 0.0014 0.001 0.0014 10 22 2
Katabolos 35.98 36.92 70 0.0016 0.0015 0.0016 21 12 15
Omboi 32.95 24.47 80 0.0017 0.002 0.0021 22 10 19
Selinus 12.83 37.58 90 0.0012 0.0011 0.0012 12 14 8
Mercurii Pr. 11.01 37.06 60 0.0016 0.0011 0.0015 12 14 8
Nicopolis 20.74 39.01 80 0.0018 0.0026 0.0018 18 17 14
Sarmizegethusa 22.78 45.52 80 0.0014 0.0008 0.0013 13 7 9
Constantinopolis 28.99 41.02 100 0.0032 0.003 0.0031 14 18 5
Pelusium 32.57 31.04 90 0.0029 0.0036 0.003 22 19 19
x 7.88 49.96 6 0.002 0.0017 0.0017 19 8 10
Saguntum -0.27 39.67 80 0.0023 0.0018 0.0022 15 16 12
Thelseai 36.7 33.64 60 0.0013 0.0014 0.0012 23 4 17
Sigeion 26.2 40.01 70 0.0021 0.0017 0.0021 14 15 5
Bargylia 27.59 37.19 80 0.0011 0.0009 0.0011 14 15 5
Heracleum Pr. 16.06 37.93 60 0.0013 0.001 0.0013 12 3 8
Chios 26.14 38.37 80 0.002 0.0014 0.0019 14 15 5
Gallicum Fretum 9.16 41.39 60 0.0017 0.0016 0.0016 9 3 16
Athos Mons 24.22 40.26 60 0.0015 0.001 0.0014 14 15 5
x 13.13 46.37 6 0.0019 0.0015 0.0018 17 2 18
Bilbilis -1.6 41.38 80 0.001 0.0016 0.0011 15 16 4
Curia 9.53 46.85 70 0.0013 0.0017 0.0013 17 2 18
Amathous 33.13 34.71 80 0.0011 0.001 0.0011 21 20 15
Aphroditopolis 31.25 29.41 80 0.0015 0.0009 0.0014 22 19 19
Hierasykaminos 32.68 23.07 70 0.001 0.0009 0.0008 22 10 19
Carthago Nova -0.99 37.6 90 0.0017 0.0017 0.0017 15 16 12
Cosa 11.29 42.41 80 0.002 0.0021 0.0019 9 3 16
Asculum 13.57 42.85 90 0.0011 0.0014 0.0011 16 3 7
Toletum -4.02 39.86 80 0.0014 0.0026 0.0015 15 16 12
Damascus 36.31 33.51 90 0.0023 0.0025 0.0022 23 4 17
Summus Pyreneus (East) -0.73 42.85 60 0.0012 0.0012 0.0012 15 21 4
Regium 15.64 38.11 80 0.0022 0.0016 0.0022 12 3 8
Ostia/Portus 12.29 41.75 90 0.0024 0.0018 0.0023 9 3 7
Brundulum 12.31 45.19 60 0.0011 0.0009 0.0015 17 11 18
Scythopolis 35.5 32.51 90 0.0021 0.0026 0.0021 23 4 17
Hierakonpolis 30.48 31.02 70 0.0014 0.0011 0.0018 22 19 19
Eleusis 23.54 38.05 80 0.0015 0.0015 0.0015 18 15 5
Hippo Regius 7.75 36.89 90 0.0025 0.002 0.0024 5 14 3
Brigetio 18.15 47.74 80 0.0016 0.0009 0.0011 6 2 13
Colubraria 0.69 39.9 60 0.0009 0.0008 0.0009 15 16 12
Philippi 24.29 41.02 80 0.0011 0.001 0.0011 14 15 5
Mounesis 30.61 24.68 70 0.0014 0.0021 0.0013 22 10 19
Casinum 13.83 41.49 90 0.0013 0.0013 0.0013 9 17 7
Petras Megas 25.09 31.75 70 0.0018 0.001 0.0017 22 23 19
Singara 41.86 36.33 90 0.0013 0.0016 0.0013 4 5 11
Oxyrhynchus 30.63 28.67 80 0.0015 0.001 0.0015 22 19 19
Memphis 31.28 30 90 0.0021 0.0017 0.0023 22 19 19
Aternum 14.21 42.46 80 0.0023 0.0022 0.0023 9 13 7
Scarbantia 16.6 47.69 80 0.0019 0.0017 0.0017 17 2 13
Automalax 19.13 30.25 70 0.0013 0.0008 0.0013 12 23 8
Arretium 11.86 43.47 90 0.0013 0.0014 0.0012 16 3 16
Cyrrhus 36.91 36.78 80 0.0013 0.0013 0.0012 4 5 11
Olisipo -9.15 38.73 80 0.0021 0.0019 0.0024 15 1 12
Ariminum 12.56 44.06 80 0.0016 0.0012 0.0016 16 3 18
Thasos 24.71 40.78 80 0.0007 0.0005 0.0007 14 18 5
x -7.68 37.94 6 0.0013 0.0015 0.0016 15 1 12
x -2.81 52.09 6 0.0016 0.0019 0.0016 7 9 1
Iconium 32.51 37.87 80 0.0011 0.0017 0.0011 21 12 15
Epiphaneia 36.75 35.14 80 0.0018 0.001 0.0013 23 20 17
Capsa 8.79 34.41 80 0.0011 0.0014 0.0012 12 14 3
Augusta Suessionum 3.32 49.38 70 0.0013 0.0011 0.0012 19 8 10
Klaudianon 33.49 26.81 80 0.0009 0.0009 0.0008 22 19 19
x 18.36 42.79 6 0.0017 0.0018 0.0017 20 13 14
Vibo Valentia 16.1 38.67 80 0.0009 0.0024 0.001 12 3 8
Augustonemetum 3.08 45.78 80 0.0007 0.0011 0.0007 10 8 2
Darnis 22.64 32.77 80 0.002 0.0031 0.0021 12 23 8
Sounion Pr. 24.03 37.65 60 0.0021 0.0018 0.0021 14 15 5
Luguvalium -2.94 54.89 80 0.0017 0.0015 0.0016 7 9 1
Kleides Pr. 34.59 35.7 60 0.0027 0.0021 0.0027 21 20 15
Alexandria ad Issum 36.2 36.58 6 0.0002 0.0002 0.0002 8 6 6
Leucas 20.71 38.83 80 0.0017 0.0013 0.0016 18 20 14
Confluentes 7.59 50.36 70 0.0014 0.0015 0.0022 19 8 10
Dessobriga -4.33 42.41 60 0.0019 0.0016 0.0019 15 21 4
Stobi 21.97 41.55 80 0.0011 0.0015 0.0011 14 7 5
Tarracina 13.25 41.29 90 0.0016 0.0013 0.0016 9 3 7
Pons Drusi 11.34 46.48 60 0.002 0.0013 0.0018 17 2 18
Augustobona 4.06 48.31 70 0.0011 0.002 0.0013 19 8 10
Aquae Terebellicae -1.06 43.73 70 0.0017 0.0018 0.0017 15 8 4
Hephaistia 25.23 39.93 70 0.0007 0.0006 0.0007 14 15 5
Panormus 13.32 38.12 90 0.0011 0.001 0.0011 12 14 8
Galacum -2.59 54.17 60 0.0011 0.0014 0.0011 7 9 1
Aventicum 7.03 46.88 80 0.0013 0.0016 0.0012 10 22 2
Decetia 3.46 46.85 70 0.0017 0.0022 0.0017 10 8 4
Sipontum 15.9 41.61 80 0.0023 0.0022 0.0023 9 13 7
Bulla Regia 8.74 36.56 80 0.0011 0.0014 0.0011 5 14 3
Emona 14.51 46.05 80 0.0014 0.0022 0.0013 17 13 13
x 17.89 43.14 6 0.0015 0.0022 0.0016 20 13 14
Caesaraugusta -0.87 41.65 90 0.0028 0.003 0.0028 15 21 4
Florentia 11.26 43.77 80 0.0022 0.0031 0.0025 16 3 16
Eleutheropolis 34.89 31.62 90 0.0012 0.0012 0.0012 23 4 17
Avaricum 2.4 47.08 90 0.0012 0.0015 0.0012 10 8 4
Thuburnica 8.46 36.53 80 0.0011 0.0011 0.0011 5 14 3
Faventia 11.88 44.29 70 0.0016 0.0019 0.0015 16 3 16
Ad Tricensium 13.22 46.16 60 0.0012 0.001 0.0012 17 13 18
Salamis 33.91 35.18 90 0.0011 0.0009 0.0011 21 20 15
Apollonopolis Magna 32.87 24.98 80 0.0002 0.0009 0.0015 11 10 19
Larissa 22.42 39.64 90 0.001 0.0019 0.001 18 15 14
Cibalae 18.8 45.28 80 0.0018 0.0012 0.0018 17 13 13
Pola 13.84 44.87 80 0.0018 0.0011 0.0017 16 13 18
Philippopolis 24.73 42.15 90 0.0016 0.0021 0.0015 13 7 9
Siga -1.47 35.26 80 0.0021 0.001 0.002 5 14 3
Ake-Ptolemais 35.08 32.93 80 0.0013 0.001 0.0013 23 20 15
Clipea 11.11 36.84 70 0.0017 0.0011 0.0016 12 14 8
Mariana -2.93 38.56 70 0.0021 0.0031 0.0021 15 16 12
Ferentinum 13.25 41.69 80 0.0013 0.0014 0.0012 9 3 7
Verulamium -0.36 51.75 80 0.0012 0.0013 0.0011 7 9 1
Oasis Parva 28.85 28.34 80 0.0014 0.0031 0.0016 22 10 19
Dierna 22.4 44.71 80 0.0013 0.0009 0.0012 13 7 9
Ilium 26.26 39.95 80 0.001 0.0014 0.001 14 15 5
Tarraco 1.23 41.12 100 0.0024 0.0017 0.0023 15 21 12
Lamia 22.44 38.9 80 0.0011 0.0016 0.0011 18 15 14
Altinum 12.41 45.54 80 0.0022 0.0015 0.0021 17 11 18
Jerusalem 35.23 31.78 100 0.0017 0.0019 0.0017 23 4 17
Zacynthus 20.9 37.78 70 0.0013 0.0011 0.0012 18 20 14
Agrigentum 13.58 37.31 80 0.0013 0.0012 0.0013 12 14 8
Luna 10.03 44.07 90 0.0017 0.0016 0.0016 9 11 16
x 12.16 45.42 6 0.0017 0.0014 0.0017 17 11 18
Caesarea (Cappadocia) 35.5 38.72 90 0.0014 0.0013 0.0013 21 12 15
Anemurium 32.8 36.02 60 0.0021 0.0016 0.0021 21 20 15
Mogontiacum 8.26 50.01 90 0.0014 0.0011 0.0017 19 8 10
Galata 8.93 37.53 60 0.0007 0.0005 0.0007 5 14 3
Heliopolis (Baalbek) 36.2 34.01 90 0.0014 0.0016 0.0012 23 4 17
Tainaron Pr. 22.48 36.39 80 0.0022 0.0021 0.0022 18 20 5
Samos 26.94 37.69 80 0.0011 0.0008 0.0011 14 15 5
Thelepte 8.6 34.99 80 0.0013 0.0011 0.0013 12 14 3
Kaudos 24.06 34.86 70 0.0009 0.0009 0.0009 18 20 5
Petra 35.46 30.33 90 0.0015 0.003 0.0016 23 4 17
Phiara 36.6 39.86 60 0.0018 0.0021 0.0017 24 12 11
Delos 25.27 37.4 70 0.0017 0.0015 0.0016 14 15 5
Vivisco 6.84 46.47 60 0.0021 0.0014 0.002 10 22 2
Paraetonium 27.23 31.36 80 0.0017 0.0018 0.0017 22 10 19
Chalcis 23.59 38.46 90 0.0016 0.0015 0.0015 14 15 5
Comum 9.08 45.81 80 0.0013 0.0015 0.0013 17 2 18
Salona 16.5 43.53 90 0.0032 0.0033 0.0031 16 13 18
Hispalis -6 37.38 90 0.0025 0.0011 0.0024 15 1 12
Phaselis 30.55 36.52 80 0.0011 0.0007 0.0011 21 20 15
Flavium Brigantium -8.4 43.37 70 0.0018 0.0021 0.0016 15 1 12
Santicum 13.87 46.64 70 0.0013 0.0012 0.0011 17 2 13
Chersonasos 25.39 35.32 80 0.0012 0.0011 0.0012 18 20 5
Ravenna 12.21 44.42 90 0.0024 0.0021 0.0028 16 11 18
Vappincum 6.03 44.55 70 0.0015 0.0028 0.0015 10 21 2
Carthago 10.31 36.85 100 0.0033 0.0038 0.0032 12 14 8
Krokodilopolis 30.84 29.32 80 0.0014 0.0014 0.0014 22 10 19
Cambodunum 10.33 47.73 80 0.0014 0.0011 0.0013 17 2 18
Apamea 36.41 35.42 90 0.001 0.001 0.0011 23 20 17
Delphi 22.5 38.48 80 0.002 0.0023 0.002 18 15 14
Tarentum 17.24 40.47 90 0.002 0.0026 0.002 20 17 14
Alexandria Troas 26.15 39.76 80 0.002 0.0014 0.002 14 15 5
Akamas Pr. 32.28 35.11 60 0.0026 0.002 0.0025 21 20 15
x 17.89 45.4 6 0.0016 0.0016 0.0015 17 13 13
Vindobona 16.37 48.21 80 0.0019 0.0018 0.0021 17 2 13
Bagacum 3.81 50.3 70 0.0015 0.0026 0.0015 19 8 10
Ad Aras -0.98 38.74 60 0.0014 0.0028 0.0015 15 16 12
Teanum 14.06 41.25 80 0.0017 0.0021 0.0017 9 17 7
Sallentinum Pr. 18.36 39.8 60 0.0021 0.0016 0.002 20 17 14
Lapethos 33.17 35.33 80 0.0014 0.0011 0.0014 21 20 15
Sicca Veneria 8.71 36.18 80 0.0012 0.001 0.0012 12 14 3
Cyzicus 27.89 40.38 90 0.0022 0.0012 0.0022 14 18 5
Ilva 10.24 42.74 70 0.0014 0.0012 0.0014 9 3 16
Sabratha 12.48 32.8 90 0.0014 0.0018 0.0015 12 14 8
Lykopolis 31.19 27.18 80 0.0017 0.0011 0.0016 22 19 19
Smyrna 27.14 38.43 90 0.0022 0.002 0.0023 14 15 5
Kapitolias 35.86 32.61 70 0.0017 0.0016 0.0017 23 4 17
Arca 36.04 34.53 80 0.001 0.0016 0.0011 21 20 15
Myra 29.99 36.24 80 0.0018 0.0014 0.0017 21 20 15
Olbia (Borysthenes) 31.9 46.69 90 0.0013 0.0012 0.0013 24 7 11
Patavium 11.88 45.41 90 0.0012 0.0011 0.0011 17 11 18
Venta Icenorum 1.29 52.58 80 0.0013 0.0013 0.0012 7 9 1
Osca -0.41 42.14 80 0.0013 0.0013 0.0013 15 21 4
Tralles 27.84 37.86 80 0.0012 0.0014 0.0012 14 15 5
Hibis 30.55 25.44 80 0.0016 0.0016 0.0015 22 10 19
Apollonia (Epirus) 19.43 40.77 90 0.0016 0.0011 0.0015 20 17 14
Parthanum 11.08 47.49 60 0.0013 0.0012 0.0012 17 2 18
Vercellae 8.42 45.33 80 0.0014 0.0015 0.0014 10 22 2
Amisus 36.33 41.3 80 0.0022 0.0019 0.0021 24 12 11
Rutupiae 1.32 51.3 70 0.0012 0.0008 0.0011 7 9 1
Ptolemais 20.95 32.71 90 0.0016 0.0015 0.0016 12 23 8
Thagaste 7.98 36.29 80 0.0015 0.002 0.0015 5 14 3
Rotomagus 1.1 49.45 70 0.0013 0.0008 0.0013 19 8 10
Apulum 23.59 46.07 90 0.0017 0.0011 0.0016 13 7 9
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