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@borgar
Last active March 18, 2016 13:31
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Tooth Eruption
license: gpl-3.0
height: 500
border: no

My dentist has a great framed infographics poster on the wall of his operating room. It plots, in two parts, the results of a study of tooth eruptions. I have aproximately replicated the part showing primary teeth.

The infographic is good for many reasons. It is action packed and makes the data easy to read for novices. It does have an issue that bothers me: The range of [µ-1σ, µ+1σ] is drawn as a whole rectangle, which doesn't reflect what normal distribution looks like.

I have partly built this as an experiment with a better representation of where the measured cases actually belong. There are other ways to do this, but the goal here was to indicate the statistical sizes, rather than presenting a very detailed view.

d3.svg.devbox = function devbox () {
var scale = d3.scale.linear(),
height = 1,
sym = d3.svg.symbol().type( 'square' ).size( 30 ),
mean = function ( d ) { return d.mean; },
deviation = function ( d ) { return d.deviation; },
devs = [ -2, -1, 1, 2 ],
tickfmt = function () { return ''; };
var area = d3.svg.area()
.x(function (d) { return scale( d.x ) })
.y0(function (d) { return height * 0.5 - height * 0.5 * d.y })
.y1(function (d) { return height * 0.5 + height * 0.5 * d.y })
.interpolate( 'step' );
function fn ( g ) {
g.each(function() {
var g = d3.select( this );
// "candle"
g.append( 'path' )
.attr( 'class', 'box' )
.attr( 'd', d => {
var m = mean(d), s = deviation(d);
return area([
{ x: m - s * 3, y: 0.0 },
{ x: m - s * 2, y: 0.05 },
{ x: m - s * 1, y: 0.2 },
{ x: m + s * 0, y: 0.55 },
{ x: m + s * 1, y: 0.2 },
{ x: m + s * 2, y: 0.05 },
{ x: m + s * 3, y: 0.0 },
]);
});
// average
g.append( 'path' )
.attr( 'd', sym )
.attr( 'class', 'mean' )
.attr( 'transform', function ( d ) {
var pos = [ scale( mean( d ) ), height * 0.5 ];
return "translate(" + pos + ") rotate(45)";
});
// deviations
var devticks = g.append( 'g' ).selectAll( 'deviation' )
.data(function ( d ) {
var m = mean( d ), s = deviation( d );
return devs.map(function ( d ) { return d * s + m; });
})
.enter();
devticks.append( 'rect' )
.attr( 'class', 'deviation' )
.attr( 'x', scale )
.attr( 'y', height * .375 )
.attr( 'width', .5 )
.attr( 'height', height * .25 );
devticks.append( 'text' )
.attr( 'x', scale )
.attr( 'y', height )
.attr( 'dy', '.32em' )
.style( 'text-anchor', 'middle' )
.text(function ( d, i ) {
return tickfmt( devs[ i ] );
});
});
};
fn.scale = function ( _ ) {
if ( !arguments.length ) return scale;
scale = _;
return fn;
};
fn.height = function ( _ ) {
if ( !arguments.length ) return height;
height = _;
return fn;
};
fn.mean = function ( _ ) {
if ( !arguments.length ) return mean;
mean = _;
return fn;
};
fn.deviation = function ( _ ) {
if ( !arguments.length ) return deviation;
deviation = _;
return fn;
};
fn.smooth = function ( _ ) {
if ( !arguments.length ) return area.interpolate() === 'basis';
area.interpolate( !!_ ? 'basis' : 'step' );
return fn;
};
fn.tickFormat = function ( _ ) {
if ( !arguments.length ) return tickfmt;
tickfmt = _;
return fn;
};
return fn;
}
id sex teeth months
1b9 female 81 71 4
24t female 81 71 8.3
2ny female 81 71 8.1
40u female 81 71 4.5
518 female 81 71 5.9
654 female 81 71 1.9
6mq female 81 71 9.7
8w7 female 81 71 8.2
aab female 81 71 4.4
aw2 female 81 71 10.7
cyw female 81 71 9.9
dts female 81 71 10.1
e4y female 81 71 6.6
jpn female 81 71 5.7
ozn female 81 71 3.5
pz8 female 81 71 4
qbw female 81 71 8.7
tmd female 81 71 9
uq6 female 81 71 7.7
wb9 female 81 71 6.5
x4n female 81 71 6.6
yhh female 81 71 6.8
zk0 female 81 71 7.5
13q7 female 81 71 2.2
15wt female 81 71 6.6
176w female 81 71 6.4
18q0 female 81 71 9.2
1a71 female 81 71 8.8
1azp female 81 71 9.3
1dj5 female 81 71 4.5
1eq6 female 81 71 8.2
1fr7 female 81 71 10.1
1hyg female 81 71 6.4
1k35 female 81 71 8.2
1kmt female 81 71 5.1
1mxd female 81 71 6.9
1qh4 female 81 71 8.9
1sa8 female 81 71 7.2
1tmp female 81 71 4.9
1uew female 81 71 7.3
1xo2 female 81 71 6.2
1zkz female 81 71 7.7
20ai female 81 71 5.7
215y female 81 71 7.5
21ua female 81 71 4.4
2359 female 81 71 6.2
24gz female 81 71 4.9
25bq female 81 71 5.6
25yt female 81 71 8.5
29lp female 81 71 3.4
2ak3 female 81 71 9.1
2av5 female 81 71 5.7
2euy female 81 71 9.2
2fqv female 81 71 4.3
2hbe female 81 71 6.3
2hlq female 81 71 9.3
2iiy female 81 71 7.3
2j9b female 81 71 6
2kgi female 81 71 4.4
2lnr female 81 71 10.3
2mgp female 81 71 5.3
2obz female 81 71 11.1
2p4t female 81 71 7.6
2pgj female 81 71 7.4
2usy female 81 71 7
2vsx female 81 71 9
2ygz female 81 71 8.6
30dd female 81 71 6.4
33fz female 81 71 6.2
344e female 81 71 5.4
3595 female 81 71 7.2
35r1 female 81 71 4.2
36ph female 81 71 7.6
39sb female 81 71 9.4
3ahs female 81 71 5.1
3b37 female 81 71 7.1
3bs4 female 81 71 8
3dli female 81 71 5.9
3dzv female 81 71 7
3h80 female 81 71 4.4
3ilh female 81 71 8.4
3kbe female 81 71 7.7
3l52 female 81 71 4.4
3n44 female 81 71 2.2
3oof female 81 71 9.9
3oso female 81 71 8.2
3r8d female 81 71 9.8
3s9u female 81 71 8.2
3sqt female 81 71 5.5
3uxt female 81 71 8.2
3wcc female 81 71 6.7
3wjz female 81 71 9
3yja female 81 71 8.4
41ox female 81 71 6.7
46sp female 81 71 7.5
47d5 female 81 71 8.9
489q female 81 71 7.3
4am6 female 81 71 6.7
4bbu female 81 71 9.8
4d9w female 81 71 6.6
4e6a female 81 71 5.2
4ej0 female 81 71 5.3
4geb female 81 71 6.7
4nrj female 81 71 6.6
4os0 female 81 71 9.1
4phu female 81 71 6.6
4px5 female 81 71 7.3
4qny female 81 71 6.3
4tt9 female 81 71 7.1
4vmn female 81 71 5.3
4w30 female 81 71 4.8
4ya6 female 81 71 5.3
4zhw female 81 71 8.4
50za female 81 71 6.6
54dh female 81 71 6.6
56jz female 81 71 8.1
57d7 female 81 71 8.1
5eyf female 81 71 2.6
5fb0 female 81 71 4.1
5g28 female 81 71 5.3
5hb3 female 81 71 7.1
5hm6 female 81 71 4.6
5igz female 81 71 6.8
5m81 female 81 71 7.7
5nnt female 81 71 6.7
5o0j female 81 71 8.6
5p4o female 81 71 6.8
5pmt female 81 71 3.7
5tj0 female 81 71 8.3
5u4z female 81 71 6.2
5v6s female 81 71 7.2
5y30 female 81 71 7.4
5zb0 female 81 71 10
6089 female 81 71 9.9
62vg female 81 71 8.2
64jc female 81 71 9.2
685o female 81 71 3.2
68nq female 81 71 7.2
6b7s female 81 71 11.7
6bpt female 81 71 9.5
6egr female 81 71 6.7
6frn female 81 71 8
6gn5 female 81 71 7.5
6hw5 female 81 71 7.3
6ixs female 81 71 6.4
6jy8 female 81 71 7.8
6kep female 81 71 8.7
6ljm female 81 71 7.2
6nj6 female 81 71 2
6nz6 female 81 71 8.1
6ppx female 81 71 2.4
6qfs female 81 71 4.2
6rea female 81 71 7.4
6rur female 81 71 6.2
6usp female 81 71 7.3
6vh2 female 81 71 8.6
6wi0 female 81 71 5
6xb0 female 81 71 5.9
719h female 81 71 4.4
73p0 female 81 71 10.1
75xz female 81 71 11.4
77el female 81 71 4.9
7b2l female 81 71 7.6
7bju female 81 71 5.9
7ceq female 81 71 5
7ek7 female 81 71 7.5
7gdl female 81 71 0.6
7ibf female 81 71 7.2
7j3t female 81 71 7
7jni female 81 71 5.4
7kgv female 81 71 3.5
7l8e female 81 71 8.2
7ndc female 81 71 8.4
7nve female 81 71 6.1
7pcw female 81 71 7.7
7pya female 81 71 4.5
7t5y female 81 71 9.5
7zgm female 81 71 7.8
8247 female 81 71 10.4
825g female 81 71 4.9
86re female 81 71 6.4
87nz female 81 71 6.9
89pm female 81 71 4.4
8a6c female 81 71 7.9
8e8i female 81 71 6.2
8f6e female 81 71 8.9
8gyt female 81 71 8.1
8i4c female 81 71 8.6
8jl2 female 81 71 5.1
8kt7 female 81 71 5.5
8n4u female 81 71 9.4
8opa female 81 71 4.5
8qx1 female 81 71 2.4
8veg female 81 71 8.2
8yfo female 81 71 7.4
8yzt female 81 71 8.9
91ee female 81 71 9.1
92dn female 81 71 5.7
93tj female 81 71 8.3
950a female 81 71 5.9
95jl female 81 71 8.6
96i2 female 81 71 7.4
97i4 female 81 71 10.1
97ub female 81 71 7.2
98li female 81 71 1.9
9a2s female 81 71 7.2
9ai0 female 81 71 3.9
9dqm female 81 71 10.2
9gfj female 81 71 11.9
9ngh female 81 71 11
9obk female 81 71 4.4
9q3t female 81 71 5.4
9rsx female 81 71 9
9vcc female 81 71 3.9
9xyy female 81 71 9.7
9yq0 female 81 71 7.3
a0zv female 81 71 5.1
a1l5 female 81 71 10.2
a1wl female 81 71 6.6
a35m female 81 71 5.7
a41p female 81 71 8.6
a4iu female 81 71 5
a6pb female 81 71 6.5
a8kf female 81 71 8
aa55 female 81 71 4.2
adem female 81 71 3.7
adle female 81 71 4
aena female 81 71 9.2
ahve female 81 71 5.7
an6l female 81 71 3.8
apph female 81 71 6.3
aqga female 81 71 4.4
as2g female 81 71 6.8
asae female 81 71 9.5
at5b female 81 71 7.4
auw7 female 81 71 6.6
ay8r female 81 71 5.5
b072 female 81 71 4.7
b27v female 81 71 3.2
b36i female 81 71 9.6
b49k female 81 71 8
b5ro female 81 71 11.1
b818 female 81 71 6.9
b8q1 female 81 71 8.9
b9ny female 81 71 6.1
baby female 81 71 4.7
bd9q female 81 71 7.4
bdse female 81 71 10.6
bf1y female 81 71 7.2
bfmg female 81 71 6.9
bjo9 female 81 71 8
bm1j female 81 71 3.2
bmqw female 81 71 10.5
bnwa female 81 71 6.3
bpeh female 81 71 8.8
brpk female 81 71 2.6
bsms female 81 71 4.7
bui4 female 81 71 9.6
bw1a female 81 71 7.9
bwmb female 81 71 5.1
bx87 female 81 71 12.7
c2z9 female 81 71 7.3
c3uk female 81 71 8
c4kz female 81 71 7
c4yx female 81 71 8.7
c61e female 81 71 4.6
c6va female 81 71 6.8
c880 female 81 71 7.8
c9yv female 81 71 6.2
cahd female 81 71 6.9
cdb7 female 81 71 6.4
cfjz female 81 71 7.7
cgc6 female 81 71 6.6
chz5 female 81 71 3.5
cj79 female 81 71 6.5
ck0w female 81 71 6.6
cmlm female 81 71 5.6
co0f female 81 71 7.3
cp8o female 81 71 7.3
cppv female 81 71 5.4
cqf4 female 81 71 4.2
csqz female 81 71 5.8
ctgk female 81 71 8.1
cuaw female 81 71 5.2
cvvs female 81 71 4.8
cxgj female 81 71 4.4
cy5z female 81 71 8.4
czim female 81 71 9.3
d0pe female 81 71 6.7
d404 female 81 71 9.9
d5gf female 81 71 6.9
d6jw female 81 71 10.8
d7sv female 81 71 8.5
d8ix female 81 71 6.6
dadp female 81 71 5
dcsx female 81 71 7.9
dfiq female 81 71 8.3
dgmp female 81 71 9.1
dios female 81 71 4
dk4o female 81 71 5.4
dkob female 81 71 5.6
dmpa female 81 71 6.2
dpol female 81 71 6.7
drkp female 81 71 6.9
dt0j female 81 71 6.4
du43 female 81 71 4
dwti female 81 71 8.2
dydn female 81 71 7.2
e0f1 female 81 71 6.5
e0pd female 81 71 5
e1fb female 81 71 6.2
e4a8 female 81 71 6.8
e52w female 81 71 10.6
e5t2 female 81 71 4.2
e6np female 81 71 7.5
e8f4 female 81 71 7.4
e9m2 female 81 71 6.6
ecw1 female 81 71 4.3
ef35 female 81 71 8
egfd female 81 71 3.6
eh72 female 81 71 6.5
eiwq female 81 71 3.6
ejc6 female 81 71 5
ek3z female 81 71 5.9
el1t female 81 71 8.9
enjm female 81 71 5.4
ep74 female 81 71 8.3
eq4b female 81 71 6.8
ereg female 81 71 5.7
esug female 81 71 9.2
euds female 81 71 9.9
evdp female 81 71 7.6
ew0j female 81 71 3.9
eymq female 81 71 8.5
f0vk female 81 71 9.6
f3o7 female 81 71 7.3
f4hz female 81 71 9.8
f5cw female 81 71 6.5
f5nh female 81 71 9.8
f72m female 81 71 6.2
f81g female 81 71 5.3
fata female 81 71 10.3
fbzr female 81 71 3.8
fg62 female 81 71 9.3
fhiw female 81 71 10.9
fibh female 81 71 9
fl4o female 81 71 5.6
flu1 female 81 71 4.5
fmnx female 81 71 2.7
fnv0 female 81 71 6.8
fold female 81 71 8.3
fpbz female 81 71 7.3
fr18 female 81 71 7.1
ft06 female 81 71 2.6
fvbe female 81 71 4.6
fwio female 81 71 5
fyds female 81 71 4.6
fzot female 81 71 4.5
g0wu female 81 71 6.7
g1v3 female 81 71 7.1
g3ee female 81 71 6.4
g4mo female 81 71 7.1
g54o female 81 71 5.7
g65m female 81 71 8.5
g84n female 81 71 7.9
g90q female 81 71 7.9
gaf5 female 81 71 6.3
gbas female 81 71 5.9
gc7a female 81 71 5.7
gdrb female 81 71 6.2
gi5g female 81 71 8
gjwr female 81 71 5.6
gnfi female 81 71 7.9
gqv5 female 81 71 10.1
gss3 female 81 71 6.6
gt2j female 81 71 8.2
gv8h female 81 71 10
gva4 female 81 71 6.3
gx53 female 81 71 3.9
gxy4 female 81 71 9.2
gymf female 81 71 11.9
gzzp female 81 71 3.5
h2sq female 81 71 4.8
h54i female 81 71 9.5
h60i female 81 71 8.4
h66i female 81 71 6.1
h72t female 81 71 10.4
haae female 81 71 4.4
hba9 female 81 71 6.4
hcwy female 81 71 7.8
hdxl female 81 71 5.4
hg18 female 81 71 5.1
hg7j female 81 71 4.1
hi1m female 81 71 8.5
hjx1 female 81 71 7.3
hkhx female 81 71 11.2
hl15 female 81 71 10.6
homr female 81 71 5.7
hq5j female 81 71 6.2
hw3z female 81 71 8.9
i15c female 81 71 6.1
i2yy female 81 71 5
i4wh female 81 71 5.7
i5s9 female 81 71 8.9
if19 female 81 71 5.4
ih9x female 81 71 9.8
ijnv female 81 71 8.9
ikcz female 81 71 5.9
isrq female 81 71 7
itne female 81 71 9.6
ivks female 81 71 5.7
iwlg female 81 71 9.2
ixc4 female 81 71 8.8
iyct female 81 71 5.5
j0dg female 81 71 6.4
j0o8 female 81 71 6.6
j1b8 female 81 71 9.6
j2b1 female 81 71 8.5
j4e9 female 81 71 8.8
j5mr female 81 71 7.4
j9lj female 81 71 6.3
ja17 female 81 71 7.9
jbg1 female 81 71 6.6
jcr3 female 81 71 6.9
jezf female 81 71 7.9
jfa6 female 81 71 6.1
jgpk female 81 71 7.8
jiud female 81 71 7.6
jjv2 female 81 71 8.1
jltu female 81 71 5.3
jmyj female 81 71 8.1
jnqb female 81 71 5.4
jocv female 81 71 7.1
jqg8 female 81 71 7.8
jsom female 81 71 7.4
jtgx female 81 71 5.1
ju16 female 81 71 8
junl female 81 71 12
3rp male 81 71 18
75d male 81 71 8.2
7qu male 81 71 6.2
9l1 male 81 71 10.5
c3j male 81 71 8
eoi male 81 71 6.8
g0i male 81 71 7.9
gy4 male 81 71 6.8
h13 male 81 71 10.6
igq male 81 71 7.5
j5h male 81 71 5.3
kj0 male 81 71 4.5
kv2 male 81 71 5.3
ltr male 81 71 8.7
muo male 81 71 5.8
nms male 81 71 12.7
ogm male 81 71 7.9
rre male 81 71 6.2
rsp male 81 71 7.5
snb male 81 71 7.1
vee male 81 71 6.8
xbu male 81 71 4.2
z24 male 81 71 10.2
10a9 male 81 71 11
11sa male 81 71 15.7
125j male 81 71 9.4
130j male 81 71 5.7
14jq male 81 71 7
15gw male 81 71 4.6
17qy male 81 71 8.3
18wj male 81 71 7.5
1br7 male 81 71 11.7
1cl6 male 81 71 7.6
1ctu male 81 71 7.8
1f8i male 81 71 14.2
1h7e male 81 71 4.7
1i82 male 81 71 0.9
1jat male 81 71 7.7
1l5e male 81 71 6.3
1mds male 81 71 12.8
1nti male 81 71 8.8
1o6r male 81 71 6.5
1p05 male 81 71 6
1qjv male 81 71 7
1rl9 male 81 71 5.9
1tha male 81 71 7.6
1vj8 male 81 71 7.7
1wie male 81 71 7.2
1ws8 male 81 71 9.4
1yk2 male 81 71 8.2
22fb male 81 71 6.9
23tg male 81 71 5.4
2774 male 81 71 8.4
27j9 male 81 71 12.1
28wt male 81 71 9.3
2c3m male 81 71 4.2
2cit male 81 71 12.1
2dh5 male 81 71 4.8
2e2e male 81 71 8.5
2g2g male 81 71 10.4
2l2p male 81 71 7.8
2n94 male 81 71 0.4
2qdv male 81 71 3.3
2qto male 81 71 4.8
2s3r male 81 71 8.8
2svk male 81 71 12.4
2ti2 male 81 71 4.7
2u5n male 81 71 6.6
2w9l male 81 71 9.3
2x8q male 81 71 10.7
2yry male 81 71 6.2
2zl5 male 81 71 7.2
30ub male 81 71 6.9
31s4 male 81 71 10.9
3327 male 81 71 10.9
36zy male 81 71 10.8
38d3 male 81 71 11.8
38mg male 81 71 3.5
3cu3 male 81 71 9.2
3eus male 81 71 6.4
3fz6 male 81 71 9.1
3gky male 81 71 4.8
3igj male 81 71 8.1
3jgn male 81 71 7.1
3lu7 male 81 71 4.8
3nnk male 81 71 7.9
3pyf male 81 71 13
3qvq male 81 71 9.1
3tm9 male 81 71 10.9
3upb male 81 71 6
3xcw male 81 71 10.5
3zaa male 81 71 11.1
408c male 81 71 6.3
40at male 81 71 2
41wz male 81 71 9.8
42ut male 81 71 7.6
4412 male 81 71 6.8
44ev male 81 71 19.6
45eh male 81 71 9.9
469z male 81 71 7.6
48uy male 81 71 12.2
4a99 male 81 71 12.5
4c8o male 81 71 4.4
4fjt male 81 71 7.2
4gp6 male 81 71 10.9
4hl0 male 81 71 9.3
4idu male 81 71 3.7
4jbb male 81 71 12.2
4kau male 81 71 10.7
4kmy male 81 71 13.9
4lq0 male 81 71 10.5
4m5q male 81 71 12.1
4muk male 81 71 9.3
4rn1 male 81 71 10
4sn7 male 81 71 5.8
4t31 male 81 71 1.4
4uxl male 81 71 6.1
4x5v male 81 71 4.9
4xsk male 81 71 9.9
50cn male 81 71 7.4
51hi male 81 71 4.7
52s7 male 81 71 5
52zu male 81 71 6.9
54qe male 81 71 12
55in male 81 71 13.4
57o9 male 81 71 7.3
58dn male 81 71 8.9
59b2 male 81 71 8.9
5adn male 81 71 11.6
5aoy male 81 71 11.3
5c40 male 81 71 5
5crp male 81 71 4.9
5dfj male 81 71 6.1
5dso male 81 71 8
5j8k male 81 71 6.3
5k2v male 81 71 4.7
5la9 male 81 71 7.6
5lpj male 81 71 7.5
5q32 male 81 71 6.6
5r6a male 81 71 11.3
5rnu male 81 71 10.5
5swi male 81 71 14.1
5vsn male 81 71 3.6
5we1 male 81 71 10.7
5xn4 male 81 71 8.6
5ypy male 81 71 1.9
61e1 male 81 71 9.5
627y male 81 71 9.6
63t7 male 81 71 8.1
64qd male 81 71 8.9
65gz male 81 71 7.4
66sf male 81 71 3.1
67qu male 81 71 4.3
69vk male 81 71 11.5
6aud male 81 71 4
6cur male 81 71 7.5
6dn4 male 81 71 14.4
6eqx male 81 71 8.2
6h5v male 81 71 6.1
6m31 male 81 71 6.6
6mu7 male 81 71 5.9
6phu male 81 71 7.7
6szr male 81 71 4.6
6tq5 male 81 71 10.1
6w2r male 81 71 4
6yf0 male 81 71 10
6z53 male 81 71 7.8
6zrl male 81 71 1.5
7106 male 81 71 15.1
728p male 81 71 5.9
72xv male 81 71 5.3
74j9 male 81 71 9.3
756u male 81 71 6.7
76hs male 81 71 7.2
787r male 81 71 7.2
794q male 81 71 8.3
7a1g male 81 71 7.1
7d63 male 81 71 6.3
7e60 male 81 71 8.7
7fmv male 81 71 6.3
7gjp male 81 71 5.4
7hf8 male 81 71 9.6
7mb4 male 81 71 1.7
7ols male 81 71 8.2
7qrd male 81 71 11.3
7rmi male 81 71 4.8
7skl male 81 71 10.5
7ubc male 81 71 11.7
7uwg male 81 71 1.6
7vtc male 81 71 8.2
7wo7 male 81 71 10.7
7x9g male 81 71 4.9
7y7t male 81 71 12.4
7yxs male 81 71 9.7
80gp male 81 71 2.8
814b male 81 71 5.8
831a male 81 71 7.4
84ar male 81 71 5.3
84p6 male 81 71 6.2
8583 male 81 71 2.2
866l male 81 71 8
88su male 81 71 6.2
8b99 male 81 71 15
8blw male 81 71 2
8cqw male 81 71 6
8ddx male 81 71 13
8fzv male 81 71 5.9
8gh1 male 81 71 7.7
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7j3t female 82 72 11.3
7jni female 82 72 10.9
7kgv female 82 72 11.3
7l8e female 82 72 9.7
7ndc female 82 72 11
7nve female 82 72 13.6
7pcw female 82 72 16.3
7pya female 82 72 11.8
7t5y female 82 72 13.5
7zgm female 82 72 11.5
8247 female 82 72 13.1
825g female 82 72 9.5
86re female 82 72 15.3
87nz female 82 72 10.9
89pm female 82 72 10.4
8a6c female 82 72 8.4
8e8i female 82 72 12.9
8f6e female 82 72 10.8
8gyt female 82 72 10.6
8i4c female 82 72 12
8jl2 female 82 72 12.2
8kt7 female 82 72 10
8n4u female 82 72 10.1
8opa female 82 72 9.2
8qx1 female 82 72 9.2
8veg female 82 72 15.9
8yfo female 82 72 15.2
8yzt female 82 72 8.1
91ee female 82 72 12.2
92dn female 82 72 14.7
93tj female 82 72 13
950a female 82 72 8.8
95jl female 82 72 12.7
96i2 female 82 72 9.9
97i4 female 82 72 13.1
97ub female 82 72 6
98li female 82 72 9.2
9a2s female 82 72 5.3
9ai0 female 82 72 10.4
9dqm female 82 72 12.4
9gfj female 82 72 12.3
9ngh female 82 72 16.3
9obk female 82 72 14
9q3t female 82 72 8.5
9rsx female 82 72 4.2
9vcc female 82 72 10.5
9xyy female 82 72 7
9yq0 female 82 72 5.1
a0zv female 82 72 13.8
a1l5 female 82 72 13.1
a1wl female 82 72 11.3
a35m female 82 72 14.2
a41p female 82 72 15.6
a4iu female 82 72 12.9
a6pb female 82 72 12.2
a8kf female 82 72 15.7
aa55 female 82 72 14.4
adem female 82 72 12.1
adle female 82 72 13.2
aena female 82 72 15.2
ahve female 82 72 10.4
an6l female 82 72 9.7
apph female 82 72 8.8
aqga female 82 72 10.5
as2g female 82 72 11.7
asae female 82 72 15.6
at5b female 82 72 9.2
auw7 female 82 72 12.3
ay8r female 82 72 13.2
b072 female 82 72 7.4
b27v female 82 72 10.1
b36i female 82 72 9.8
b49k female 82 72 13.4
b5ro female 82 72 13.5
b818 female 82 72 10.5
b8q1 female 82 72 9.6
b9ny female 82 72 10.4
baby female 82 72 13.8
bd9q female 82 72 14.9
bdse female 82 72 11
bf1y female 82 72 11
bfmg female 82 72 15.4
bjo9 female 82 72 15.1
bm1j female 82 72 12.1
bmqw female 82 72 11.7
bnwa female 82 72 14.9
bpeh female 82 72 14.3
brpk female 82 72 12.5
bsms female 82 72 14.8
bui4 female 82 72 11.4
bw1a female 82 72 12.8
bwmb female 82 72 11.1
bx87 female 82 72 14.4