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</td>
<td class="code">
<div class="source">
<pre>
<span class="c1 chunk" id="c_0000">
##library à charger
</span>
library
<span class="p chunk" id="c_0001">
(
</span>
bitops
<span class="p chunk" id="c_0002">
)
</span>
library
<span class="p chunk" id="c_0003">
(
</span>
gdata
<span class="p chunk" id="c_0004">
)
</span>
library
<span class="p chunk" id="c_0005">
(
</span>
caTools
<span class="p chunk" id="c_0006">
)
</span>
library
<span class="p chunk" id="c_0007">
(
</span>
tools
<span class="p chunk" id="c_0008">
)
</span>
library
<span class="p chunk" id="c_0009">
(
</span>
gplots
<span class="p chunk" id="c_0010">
)
</span>
library
<span class="p chunk" id="c_0011">
(
</span>
timeSeries
<span class="p chunk" id="c_0012">
)
</span>
library
<span class="p chunk" id="c_0013">
(
</span>
timeDate
<span class="p chunk" id="c_0014">
)
</span>
library
<span class="p chunk" id="c_0015">
(
</span>
fBasics
<span class="p chunk" id="c_0016">
)
</span>
library
<span class="p chunk" id="c_0017">
(
</span>
igraph
<span class="p chunk" id="c_0018">
)
</span>
library
<span class="p chunk" id="c_0019">
(
</span>
tcltk
<span class="p chunk" id="c_0020">
)
</span>
library
<span class="p chunk" id="c_0021">
(
</span>
ade4
<span class="p chunk" id="c_0022">
)
</span>
library
<span class="p chunk" id="c_0023">
(
</span>
Cairo
<span class="p chunk" id="c_0024">
)
</span>
<span class="c1 chunk" id="c_0025">
#netoyage de la base reconstituée
</span>
<span class="c1 chunk" id="c_0026">
##Sur ces mots, selection en CSV
</span>
setwd
<span class="p chunk" id="c_0027">
(
</span>
<span class="s chunk" id="c_0028">
'C:\\Users\\alaure\\Desktop\\NICO\\Version octobre\\Datas'
</span>
<span class="p chunk" id="c_0029">
)
</span>
C
<span class="o chunk" id="c_0030">
=
</span>
read.csv
<span class="p chunk" id="c_0031">
(
</span>
<span class="s chunk" id="c_0032">
"REST.csv"
</span>
<span class="p chunk" id="c_0033">
,
</span>
sep
<span class="o chunk" id="c_0034">
=
</span>
<span class="s chunk" id="c_0035">
','
</span>
<span class="p chunk" id="c_0036">
,
</span>
header
<span class="o chunk" id="c_0037">
=
</span>
<span class="kc chunk" id="c_0038">
TRUE
</span>
<span class="p chunk" id="c_0039">
)
</span>
C
<span class="o chunk" id="c_0040">
=
</span>
subset
<span class="p chunk" id="c_0041">
(
</span>
C
<span class="p chunk" id="c_0042">
,
</span>
X.1
<span class="o chunk" id="c_0043">
==
</span>
<span class="m chunk" id="c_0044">
1
</span>
<span class="p chunk" id="c_0045">
,
</span>
select
<span class="o chunk" id="c_0046">
=
</span>
c
<span class="p chunk" id="c_0047">
(
</span>
<span class="o chunk" id="c_0048">
-
</span>
X.1
<span class="p chunk" id="c_0049">
))
</span>
mots
<span class="o chunk" id="c_0050">
=
</span>
C
<span class="p chunk" id="c_0051">
$
</span>
X
C
<span class="o chunk" id="c_0052">
=
</span>
subset
<span class="p chunk" id="c_0053">
(
</span>
C
<span class="p chunk" id="c_0054">
,
</span>
select
<span class="o chunk" id="c_0055">
=
</span>
c
<span class="p chunk" id="c_0056">
(
</span>
<span class="o chunk" id="c_0057">
-
</span>
X
<span class="p chunk" id="c_0058">
))
</span>
vecteurArtistes
<span class="o chunk" id="c_0059">
=
</span>
colnames
<span class="p chunk" id="c_0060">
(
</span>
C
<span class="p chunk" id="c_0061">
)
</span>
<span class="c1 chunk" id="c_0062">
## de nouveau, ménage pour les lignes ou moins de X personnes
</span>
di
<span class="o chunk" id="c_0063">
=
</span>
dim
<span class="p chunk" id="c_0064">
(
</span>
C
<span class="p chunk" id="c_0065">
)
</span>
garder
<span class="o chunk" id="c_0066">
=
</span>
rep
<span class="p chunk" id="c_0067">
(
</span>
<span class="m chunk" id="c_0068">
1
</span>
<span class="p chunk" id="c_0069">
,
</span>
di
<span class="p chunk" id="c_0070">
[
</span>
<span class="m chunk" id="c_0071">
1
</span>
<span class="p chunk" id="c_0072">
])
</span>
<span class="kr chunk" id="c_0073">
for
</span>
<span class="p chunk" id="c_0074">
(
</span>
i in
<span class="m chunk" id="c_0075">
1
</span>
:di
<span class="p chunk" id="c_0076">
[
</span>
<span class="m chunk" id="c_0077">
1
</span>
<span class="p chunk" id="c_0078">
])
</span>
<span class="p chunk" id="c_0079">
{
</span>
marg
<span class="o chunk" id="c_0080">
=
</span>
as.data.frame
<span class="p chunk" id="c_0081">
(
</span>
table
<span class="p chunk" id="c_0082">
(
</span>
C
<span class="p chunk" id="c_0083">
[
</span>
i
<span class="p chunk" id="c_0084">
,]))
</span>
margtot
<span class="o chunk" id="c_0085">
=
</span>
<span class="m chunk" id="c_0086">
0
</span>
<span class="kr chunk" id="c_0087">
for
</span>
<span class="p chunk" id="c_0088">
(
</span>
j in
<span class="m chunk" id="c_0089">
2
</span>
:di
<span class="p chunk" id="c_0090">
[
</span>
<span class="m chunk" id="c_0091">
2
</span>
<span class="p chunk" id="c_0092">
])
</span>
<span class="p chunk" id="c_0093">
{
</span>
<span class="kr chunk" id="c_0094">
if
</span>
<span class="p chunk" id="c_0095">
(
</span>
marg
<span class="p chunk" id="c_0096">
[
</span>
j
<span class="p chunk" id="c_0097">
]
</span>
<span class="o chunk" id="c_0098">
==
</span>
<span class="m chunk" id="c_0099">
0
</span>
<span class="p chunk" id="c_0100">
)
</span>
<span class="p chunk" id="c_0101">
{
</span>
margtot
<span class="o chunk" id="c_0102">
=
</span>
margtot
<span class="o chunk" id="c_0103">
+
</span>
<span class="m chunk" id="c_0104">
1
</span>
<span class="p chunk" id="c_0105">
}
</span>
<span class="kr chunk" id="c_0106">
else
</span>
<span class="p chunk" id="c_0107">
{
</span>
margtot
<span class="o chunk" id="c_0108">
=
</span>
margtot
<span class="p chunk" id="c_0109">
}
</span>
<span class="p chunk" id="c_0110">
}
</span>
<span class="kr chunk" id="c_0111">
if
</span>
<span class="p chunk" id="c_0112">
(
</span>
margtot
<span class="o chunk" id="c_0113">
>
</span>
<span class="p chunk" id="c_0114">
(
</span>
di
<span class="p chunk" id="c_0115">
[
</span>
<span class="m chunk" id="c_0116">
2
</span>
<span class="p chunk" id="c_0117">
]
</span>
<span class="o chunk" id="c_0118">
-
</span>
<span class="m chunk" id="c_0119">
9
</span>
<span class="p chunk" id="c_0120">
))
</span>
<span class="p chunk" id="c_0121">
{
</span>
garder
<span class="p chunk" id="c_0122">
[
</span>
i
<span class="p chunk" id="c_0123">
]
</span>
<span class="o chunk" id="c_0124">
<-
</span>
<span class="m chunk" id="c_0125">
0
</span>
<span class="p chunk" id="c_0126">
}
</span>
<span class="p chunk" id="c_0127">
}
</span>
E
<span class="o chunk" id="c_0128">
=
</span>
subset
<span class="p chunk" id="c_0129">
(
</span>
C
<span class="p chunk" id="c_0130">
,
</span>
garder
<span class="o chunk" id="c_0131">
==
</span>
<span class="m chunk" id="c_0132">
1
</span>
<span class="p chunk" id="c_0133">
)
</span>
mots2
<span class="o chunk" id="c_0134">
=
</span>
subset
<span class="p chunk" id="c_0135">
(
</span>
mots
<span class="p chunk" id="c_0136">
,
</span>
garder
<span class="o chunk" id="c_0137">
==
</span>
<span class="m chunk" id="c_0138">
1
</span>
<span class="p chunk" id="c_0139">
)
</span>
di
<span class="o chunk" id="c_0140">
=
</span>
dim
<span class="p chunk" id="c_0141">
(
</span>
E
<span class="p chunk" id="c_0142">
)
</span>
NBArtist
<span class="o chunk" id="c_0143">
=
</span>
rep
<span class="p chunk" id="c_0144">
(
</span>
<span class="m chunk" id="c_0145">
1
</span>
<span class="p chunk" id="c_0146">
,
</span>
di
<span class="p chunk" id="c_0147">
[
</span>
<span class="m chunk" id="c_0148">
1
</span>
<span class="p chunk" id="c_0149">
])
</span>
<span class="kr chunk" id="c_0150">
for
</span>
<span class="p chunk" id="c_0151">
(
</span>
i in
<span class="m chunk" id="c_0152">
1
</span>
:di
<span class="p chunk" id="c_0153">
[
</span>
<span class="m chunk" id="c_0154">
1
</span>
<span class="p chunk" id="c_0155">
])
</span>
<span class="p chunk" id="c_0156">
{
</span>
marg
<span class="o chunk" id="c_0157">
=
</span>
as.data.frame
<span class="p chunk" id="c_0158">
(
</span>
table
<span class="p chunk" id="c_0159">
(
</span>
E
<span class="p chunk" id="c_0160">
[
</span>
i
<span class="p chunk" id="c_0161">
,]))
</span>
NBArtist
<span class="p chunk" id="c_0162">
[
</span>
i
<span class="p chunk" id="c_0163">
]
</span>
<span class="o chunk" id="c_0164">
=
</span>
<span class="m chunk" id="c_0165">
0
</span>
<span class="kr chunk" id="c_0166">
for
</span>
<span class="p chunk" id="c_0167">
(
</span>
j in
<span class="m chunk" id="c_0168">
2
</span>
:di
<span class="p chunk" id="c_0169">
[
</span>
<span class="m chunk" id="c_0170">
2
</span>
<span class="p chunk" id="c_0171">
])
</span>
<span class="p chunk" id="c_0172">
{
</span>
<span class="kr chunk" id="c_0173">
if
</span>
<span class="p chunk" id="c_0174">
(
</span>
marg
<span class="p chunk" id="c_0175">
[
</span>
j
<span class="p chunk" id="c_0176">
]
</span>
<span class="o chunk" id="c_0177">
==
</span>
<span class="m chunk" id="c_0178">
0
</span>
<span class="p chunk" id="c_0179">
)
</span>
<span class="p chunk" id="c_0180">
{
</span>
NBArtist
<span class="p chunk" id="c_0181">
[
</span>
i
<span class="p chunk" id="c_0182">
]
</span>
<span class="o chunk" id="c_0183">
=
</span>
NBArtist
<span class="p chunk" id="c_0184">
[
</span>
i
<span class="p chunk" id="c_0185">
]}
</span>
<span class="kr chunk" id="c_0186">
else
</span>
<span class="p chunk" id="c_0187">
{
</span>
NBArtist
<span class="p chunk" id="c_0188">
[
</span>
i
<span class="p chunk" id="c_0189">
]
</span>
<span class="o chunk" id="c_0190">
=
</span>
NBArtist
<span class="p chunk" id="c_0191">
[
</span>
i
<span class="p chunk" id="c_0192">
]
</span>
<span class="o chunk" id="c_0193">
+
</span>
<span class="m chunk" id="c_0194">
1
</span>
<span class="p chunk" id="c_0195">
}
</span>
<span class="p chunk" id="c_0196">
}
</span>
<span class="p chunk" id="c_0197">
}
</span>
<span class="c1 chunk" id="c_0198">
## piechart
</span>
u
<span class="o chunk" id="c_0199">
=
</span>
apply
<span class="p chunk" id="c_0200">
(
</span>
E
<span class="p chunk" id="c_0201">
,
</span>
<span class="m chunk" id="c_0202">
1
</span>
<span class="p chunk" id="c_0203">
,
</span>
sum
<span class="p chunk" id="c_0204">
)
</span>
u
<span class="o chunk" id="c_0205">
=
</span>
as.matrix
<span class="p chunk" id="c_0206">
(
</span>
u
<span class="p chunk" id="c_0207">
)
</span>
pie.u
<span class="o chunk" id="c_0208">
<-
</span>
u
<span class="o chunk" id="c_0209">
/
</span>
<span class="p chunk" id="c_0210">
(
</span>
apply
<span class="p chunk" id="c_0211">
(
</span>
u
<span class="p chunk" id="c_0212">
,
</span>
<span class="m chunk" id="c_0213">
2
</span>
<span class="p chunk" id="c_0214">
,
</span>
sum
<span class="p chunk" id="c_0215">
))
</span>
names
<span class="p chunk" id="c_0216">
(
</span>
pie.u
<span class="p chunk" id="c_0217">
)
</span>
<span class="o chunk" id="c_0218">
<-
</span>
mots2
par
<span class="p chunk" id="c_0219">
(
</span>
mai
<span class="o chunk" id="c_0220">
=
</span>
c
<span class="p chunk" id="c_0221">
(
</span>
<span class="m chunk" id="c_0222">
.3
</span>
<span class="p chunk" id="c_0223">
,
</span>
<span class="m chunk" id="c_0224">
0.3
</span>
<span class="p chunk" id="c_0225">
,
</span>
<span class="m chunk" id="c_0226">
.3
</span>
<span class="p chunk" id="c_0227">
,
</span>
<span class="m chunk" id="c_0228">
.3
</span>
<span class="p chunk" id="c_0229">
))
</span>
pie
<span class="p chunk" id="c_0230">
(
</span>
pie.u
<span class="p chunk" id="c_0231">
,
</span>
main
<span class="o chunk" id="c_0232">
=
</span>
<span class="s chunk" id="c_0233">
"Piechart"
</span>
<span class="p chunk" id="c_0234">
,
</span>
col
<span class="o chunk" id="c_0235">
=
</span>
c
<span class="p chunk" id="c_0236">
(
</span>
<span class="s chunk" id="c_0237">
"#00FF00"
</span>
<span class="p chunk" id="c_0238">
,
</span>
<span class="s chunk" id="c_0239">
"#FF0080"
</span>
<span class="p chunk" id="c_0240">
,
</span>
<span class="s chunk" id="c_0241">
"#4B0082"
</span>
<span class="p chunk" id="c_0242">
,
</span>
<span class="s chunk" id="c_0243">
"#FFD700"
</span>
<span class="p chunk" id="c_0244">
,
</span>
<span class="s chunk" id="c_0245">
"#4682B4"
</span>
<span class="p chunk" id="c_0246">
,
</span>
<span class="s chunk" id="c_0247">
"#FFEEEE"
</span>
<span class="p chunk" id="c_0248">
,
</span>
<span class="s chunk" id="c_0249">
"#BC81FF"
</span>
<span class="p chunk" id="c_0250">
,
</span>
<span class="s chunk" id="c_0251">
"#F0E68C"
</span>
<span class="p chunk" id="c_0252">
,
</span>
<span class="s chunk" id="c_0253">
"#DC143C"
</span>
<span class="p chunk" id="c_0254">
,
</span>
<span class="s chunk" id="c_0255">
"#FFFF00"
</span>
<span class="p chunk" id="c_0256">
,
</span>
<span class="s chunk" id="c_0257">
"#FF0000"
</span>
<span class="p chunk" id="c_0258">
,
</span>
<span class="s chunk" id="c_0259">
"#00BFFF"
</span>
<span class="p chunk" id="c_0260">
,
</span>
<span class="s chunk" id="c_0261">
"#DA70D6"
</span>
<span class="p chunk" id="c_0262">
,
</span>
<span class="s chunk" id="c_0263">
"#40E0D0"
</span>
<span class="p chunk" id="c_0264">
,
</span>
<span class="s chunk" id="c_0265">
"#FF1493"
</span>
<span class="p chunk" id="c_0266">
,
</span>
<span class="s chunk" id="c_0267">
"#FFFFFF"
</span>
<span class="p chunk" id="c_0268">
,
</span>
<span class="s chunk" id="c_0269">
"#6A5ACD"
</span>
<span class="p chunk" id="c_0270">
))
</span>
<span class="c1 chunk" id="c_0271">
##### barplot
</span>
u
<span class="o chunk" id="c_0272">
=
</span>
apply
<span class="p chunk" id="c_0273">
(
</span>
E
<span class="p chunk" id="c_0274">
,
</span>
<span class="m chunk" id="c_0275">
1
</span>
<span class="p chunk" id="c_0276">
,
</span>
sum
<span class="p chunk" id="c_0277">
)
</span>
u
<span class="o chunk" id="c_0278">
=
</span>
as.matrix
<span class="p chunk" id="c_0279">
(
</span>
u
<span class="p chunk" id="c_0280">
)
</span>
u
<span class="o chunk" id="c_0281">
=
</span>
cbind
<span class="p chunk" id="c_0282">
(
</span>
NBArtist
<span class="p chunk" id="c_0283">
,
</span>
u
<span class="p chunk" id="c_0284">
)
</span>
rownames
<span class="p chunk" id="c_0285">
(
</span>
u
<span class="p chunk" id="c_0286">
)
</span>
<span class="o chunk" id="c_0287">
<-
</span>
mots2
colnames
<span class="p chunk" id="c_0288">
(
</span>
u
<span class="p chunk" id="c_0289">
)
</span>
<span class="o chunk" id="c_0290">
<-
</span>
c
<span class="p chunk" id="c_0291">
(
</span>
<span class="s chunk" id="c_0292">
"Number of artist using each word"
</span>
<span class="p chunk" id="c_0293">
,
</span>
<span class="s chunk" id="c_0294">
"Number of occurence of each word"
</span>
<span class="p chunk" id="c_0295">
)
</span>
par
<span class="p chunk" id="c_0296">
(
</span>
mai
<span class="o chunk" id="c_0297">
=
</span>
c
<span class="p chunk" id="c_0298">
(
</span>
<span class="m chunk" id="c_0299">
.5
</span>
<span class="p chunk" id="c_0300">
,
</span>
<span class="m chunk" id="c_0301">
2
</span>
<span class="p chunk" id="c_0302">
,
</span>
<span class="m chunk" id="c_0303">
.4
</span>
<span class="p chunk" id="c_0304">
,
</span>
<span class="m chunk" id="c_0305">
.5
</span>
<span class="p chunk" id="c_0306">
))
</span>
barplot
<span class="p chunk" id="c_0307">
(
</span>
height
<span class="o chunk" id="c_0308">
=
</span>
u
<span class="p chunk" id="c_0309">
[,
</span>
<span class="m chunk" id="c_0310">
2
</span>
<span class="p chunk" id="c_0311">
],
</span>
ylab
<span class="o chunk" id="c_0312">
=
</span>
<span class="s chunk" id="c_0313">
""
</span>
<span class="p chunk" id="c_0314">
,
</span>
horiz
<span class="o chunk" id="c_0315">
=
</span>
<span class="kc chunk" id="c_0316">
TRUE
</span>
<span class="p chunk" id="c_0317">
,
</span>
beside
<span class="o chunk" id="c_0318">
=
</span>
<span class="kc chunk" id="c_0319">
TRUE
</span>
<span class="p chunk" id="c_0320">
,
</span>
names
<span class="o chunk" id="c_0321">
=
</span>
mots2
<span class="p chunk" id="c_0322">
,
</span>
las
<span class="o chunk" id="c_0323">
=
</span>
<span class="m chunk" id="c_0324">
1
</span>
<span class="p chunk" id="c_0325">
,
</span>
main
<span class="o chunk" id="c_0326">
=
</span>
<span class="s chunk" id="c_0327">
"Nombre de mots par artistes"
</span>
<span class="p chunk" id="c_0328">
)
</span>
barplot
<span class="p chunk" id="c_0329">
(
</span>
height
<span class="o chunk" id="c_0330">
=
</span>
u
<span class="p chunk" id="c_0331">
[,
</span>
<span class="m chunk" id="c_0332">
1
</span>
<span class="p chunk" id="c_0333">
],
</span>
ylab
<span class="o chunk" id="c_0334">
=
</span>
<span class="s chunk" id="c_0335">
""
</span>
<span class="p chunk" id="c_0336">
,
</span>
horiz
<span class="o chunk" id="c_0337">
=
</span>
<span class="kc chunk" id="c_0338">
TRUE
</span>
<span class="p chunk" id="c_0339">
,
</span>
beside
<span class="o chunk" id="c_0340">
=
</span>
<span class="kc chunk" id="c_0341">
TRUE
</span>
<span class="p chunk" id="c_0342">
,
</span>
names
<span class="o chunk" id="c_0343">
=
</span>
mots2
<span class="p chunk" id="c_0344">
,
</span>
las
<span class="o chunk" id="c_0345">
=
</span>
<span class="m chunk" id="c_0346">
1
</span>
<span class="p chunk" id="c_0347">
,
</span>
main
<span class="o chunk" id="c_0348">
=
</span>
<span class="s chunk" id="c_0349">
"Nombre d'artistes qui utilisent un mot"
</span>
<span class="p chunk" id="c_0350">
)
</span>
barplot2
<span class="p chunk" id="c_0351">
(
</span>
height
<span class="o chunk" id="c_0352">
=
</span>
t
<span class="p chunk" id="c_0353">
(
</span>
u
<span class="p chunk" id="c_0354">
),
</span>
ylab
<span class="o chunk" id="c_0355">
=
</span>
<span class="s chunk" id="c_0356">
""
</span>
<span class="p chunk" id="c_0357">
,
</span>
horiz
<span class="o chunk" id="c_0358">
=
</span>
<span class="kc chunk" id="c_0359">
TRUE
</span>
<span class="p chunk" id="c_0360">
,
</span>
beside
<span class="o chunk" id="c_0361">
=
</span>
<span class="kc chunk" id="c_0362">
TRUE
</span>
<span class="p chunk" id="c_0363">
,
</span>
names
<span class="o chunk" id="c_0364">
=
</span>
mots2
<span class="p chunk" id="c_0365">
,
</span>
las
<span class="o chunk" id="c_0366">
=
</span>
<span class="m chunk" id="c_0367">
1
</span>
<span class="p chunk" id="c_0368">
,
</span>
legend
<span class="o chunk" id="c_0369">
=
</span>
colnames
<span class="p chunk" id="c_0370">
(
</span>
u
<span class="p chunk" id="c_0371">
))
</span>
<span class="c1 chunk" id="c_0372">
##Assocplot : words / artists
</span>
<span class="c1 chunk" id="c_0373">
#rownames(E)<-mots2
</span>
<span class="c1 chunk" id="c_0374">
#assoc(E[1:5,1:5])
</span>
<span class="c1 chunk" id="c_0375">
## plot with two dimensions : link between two words and the artists
</span>
dim
<span class="p chunk" id="c_0376">
(
</span>
E
<span class="p chunk" id="c_0377">
)
</span>
apply
<span class="p chunk" id="c_0378">
(
</span>
E
<span class="p chunk" id="c_0379">
,
</span>
<span class="m chunk" id="c_0380">
2
</span>
<span class="p chunk" id="c_0381">
,
</span>
sum
<span class="p chunk" id="c_0382">
)
</span>
Mosa
<span class="o chunk" id="c_0383">
=
</span>
subset
<span class="p chunk" id="c_0384">
(
</span>
E
<span class="p chunk" id="c_0385">
,
</span>
mots2
<span class="o chunk" id="c_0386">
==
</span>
<span class="s chunk" id="c_0387">
"work"
</span>
<span class="o chunk" id="c_0388">
|
</span>
mots2
<span class="o chunk" id="c_0389">
==
</span>
<span class="s chunk" id="c_0390">
"Woman-women"
</span>
<span class="o chunk" id="c_0391">
|
</span>
mots2
<span class="o chunk" id="c_0392">
==
</span>
<span class="s chunk" id="c_0393">
"video"
</span>
<span class="o chunk" id="c_0394">
|
</span>
mots2
<span class="o chunk" id="c_0395">
==
</span>
<span class="s chunk" id="c_0396">
"politics"
</span>
<span class="o chunk" id="c_0397">
|
</span>
mots2
<span class="o chunk" id="c_0398">
==
</span>
<span class="s chunk" id="c_0399">
"feminist"
</span>
<span class="p chunk" id="c_0400">
,
</span>
select
<span class="o chunk" id="c_0401">
=
</span>
c
<span class="p chunk" id="c_0402">
(
</span>
Anne.Mie.Van.Kerckhoven
<span class="p chunk" id="c_0403">
,
</span>
Jo.Spence
<span class="p chunk" id="c_0404">
,
</span>
Ewa.Partum
<span class="p chunk" id="c_0405">
,
</span>
Girls.Who.Like.Porno
<span class="p chunk" id="c_0406">
,
</span>
Maria.Ruido
<span class="p chunk" id="c_0407">
)
</span>
<span class="p chunk" id="c_0408">
)
</span>
mosaicplot
<span class="p chunk" id="c_0409">
(
</span>
Mosa
<span class="p chunk" id="c_0410">
,
</span>
main
<span class="o chunk" id="c_0411">
=
</span>
<span class="s chunk" id="c_0412">
""
</span>
<span class="p chunk" id="c_0413">
,
</span>
shade
<span class="o chunk" id="c_0414">
=
</span>
<span class="kc chunk" id="c_0415">
TRUE
</span>
<span class="p chunk" id="c_0416">
)
</span>
<span class="c1 chunk" id="c_0417">
#Plot with dimension : the way the artist are using two words
</span>
par
<span class="p chunk" id="c_0418">
(
</span>
mai
<span class="o chunk" id="c_0419">
=
</span>
c
<span class="p chunk" id="c_0420">
(
</span>
<span class="m chunk" id="c_0421">
1
</span>
<span class="p chunk" id="c_0422">
,
</span>
<span class="m chunk" id="c_0423">
1
</span>
<span class="p chunk" id="c_0424">
,
</span>
<span class="m chunk" id="c_0425">
.4
</span>
<span class="p chunk" id="c_0426">
,
</span>
<span class="m chunk" id="c_0427">
.5
</span>
<span class="p chunk" id="c_0428">
))
</span>
plot
<span class="p chunk" id="c_0429">
(
</span>
t
<span class="p chunk" id="c_0430">
(
</span>
subset
<span class="p chunk" id="c_0431">
(
</span>
E
<span class="p chunk" id="c_0432">
,
</span>
mots2
<span class="o chunk" id="c_0433">
==
</span>
<span class="s chunk" id="c_0434">
"work"
</span>
<span class="p chunk" id="c_0435">
)),
</span>
t
<span class="p chunk" id="c_0436">
(
</span>
subset
<span class="p chunk" id="c_0437">
(
</span>
E
<span class="p chunk" id="c_0438">
,
</span>
mots2
<span class="o chunk" id="c_0439">
==
</span>
<span class="s chunk" id="c_0440">
"Woman-women"
</span>
<span class="p chunk" id="c_0441">
)),
</span>
xlab
<span class="o chunk" id="c_0442">
=
</span>
<span class="s chunk" id="c_0443">
"Work"
</span>
<span class="p chunk" id="c_0444">
,
</span>
ylab
<span class="o chunk" id="c_0445">
=
</span>
<span class="s chunk" id="c_0446">
"Woman-Women"
</span>
<span class="p chunk" id="c_0447">
,
</span>
ylim
<span class="o chunk" id="c_0448">
=
</span>
c
<span class="p chunk" id="c_0449">
(
</span>
<span class="m chunk" id="c_0450">
0
</span>
<span class="p chunk" id="c_0451">
,
</span>
<span class="m chunk" id="c_0452">
75
</span>
<span class="p chunk" id="c_0453">
),
</span>
xlim
<span class="o chunk" id="c_0454">
=
</span>
c
<span class="p chunk" id="c_0455">
(
</span>
<span class="m chunk" id="c_0456">
0
</span>
<span class="p chunk" id="c_0457">
,
</span>
<span class="m chunk" id="c_0458">
150
</span>
<span class="p chunk" id="c_0459">
)
</span>
<span class="p chunk" id="c_0460">
)
</span>
text
<span class="p chunk" id="c_0461">
(
</span>
t
<span class="p chunk" id="c_0462">
(
</span>
subset
<span class="p chunk" id="c_0463">
(
</span>
E
<span class="p chunk" id="c_0464">
,
</span>
mots2
<span class="o chunk" id="c_0465">
==
</span>
<span class="s chunk" id="c_0466">
"Woman-women"
</span>
<span class="p chunk" id="c_0467">
))
</span>
~t
<span class="p chunk" id="c_0468">
(
</span>
subset
<span class="p chunk" id="c_0469">
(
</span>
E
<span class="p chunk" id="c_0470">
,
</span>
mots2
<span class="o chunk" id="c_0471">
==
</span>
<span class="s chunk" id="c_0472">
"work"
</span>
<span class="p chunk" id="c_0473">
)),
</span>
labels
<span class="o chunk" id="c_0474">
=
</span>
colnames
<span class="p chunk" id="c_0475">
(
</span>
E
<span class="p chunk" id="c_0476">
),
</span>
pos
<span class="o chunk" id="c_0477">
=
</span>
<span class="m chunk" id="c_0478">
4
</span>
<span class="p chunk" id="c_0479">
,
</span>
pch
<span class="o chunk" id="c_0480">
=
</span>
<span class="m chunk" id="c_0481">
3
</span>
<span class="p chunk" id="c_0482">
,
</span>
cex
<span class="o chunk" id="c_0483">
=
</span>
<span class="m chunk" id="c_0484">
0.8
</span>
<span class="p chunk" id="c_0485">
)
</span>
cor
<span class="p chunk" id="c_0486">
(
</span>
t
<span class="p chunk" id="c_0487">
(
</span>
subset
<span class="p chunk" id="c_0488">
(
</span>
E
<span class="p chunk" id="c_0489">
,
</span>
mots2
<span class="o chunk" id="c_0490">
==
</span>
<span class="s chunk" id="c_0491">
"work"
</span>
<span class="p chunk" id="c_0492">
)),
</span>
t
<span class="p chunk" id="c_0493">
(
</span>
subset
<span class="p chunk" id="c_0494">
(
</span>
E
<span class="p chunk" id="c_0495">
,
</span>
mots2
<span class="o chunk" id="c_0496">
==
</span>
<span class="s chunk" id="c_0497">
"Woman-women"
</span>
<span class="p chunk" id="c_0498">
)))
</span>
plot
<span class="p chunk" id="c_0499">
(
</span>
t
<span class="p chunk" id="c_0500">
(
</span>
subset
<span class="p chunk" id="c_0501">
(
</span>
E
<span class="p chunk" id="c_0502">
,
</span>
mots2
<span class="o chunk" id="c_0503">
==
</span>
<span class="s chunk" id="c_0504">
"work"
</span>
<span class="p chunk" id="c_0505">
)),
</span>
t
<span class="p chunk" id="c_0506">
(
</span>
subset
<span class="p chunk" id="c_0507">
(
</span>
E
<span class="p chunk" id="c_0508">
,
</span>
mots2
<span class="o chunk" id="c_0509">
==
</span>
<span class="s chunk" id="c_0510">
"politics"
</span>
<span class="p chunk" id="c_0511">
)),
</span>
xlab
<span class="o chunk" id="c_0512">
=
</span>
<span class="s chunk" id="c_0513">
"Work"
</span>
<span class="p chunk" id="c_0514">
,
</span>
ylab
<span class="o chunk" id="c_0515">
=
</span>
<span class="s chunk" id="c_0516">
"politics"
</span>
<span class="p chunk" id="c_0517">
,
</span>
ylim
<span class="o chunk" id="c_0518">
=
</span>
c
<span class="p chunk" id="c_0519">
(
</span>
<span class="m chunk" id="c_0520">
0
</span>
<span class="p chunk" id="c_0521">
,
</span>
<span class="m chunk" id="c_0522">
75
</span>
<span class="p chunk" id="c_0523">
),
</span>
xlim
<span class="o chunk" id="c_0524">
=
</span>
c
<span class="p chunk" id="c_0525">
(
</span>
<span class="m chunk" id="c_0526">
0
</span>
<span class="p chunk" id="c_0527">
,
</span>
<span class="m chunk" id="c_0528">
150
</span>
<span class="p chunk" id="c_0529">
)
</span>
<span class="p chunk" id="c_0530">
)
</span>
cor
<span class="p chunk" id="c_0531">
(
</span>
t
<span class="p chunk" id="c_0532">
(
</span>
subset
<span class="p chunk" id="c_0533">
(
</span>
E
<span class="p chunk" id="c_0534">
,
</span>
mots2
<span class="o chunk" id="c_0535">
==
</span>
<span class="s chunk" id="c_0536">
"work"
</span>
<span class="p chunk" id="c_0537">
)),
</span>
t
<span class="p chunk" id="c_0538">
(
</span>
subset
<span class="p chunk" id="c_0539">
(
</span>
E
<span class="p chunk" id="c_0540">
,
</span>
mots2
<span class="o chunk" id="c_0541">
==
</span>
<span class="s chunk" id="c_0542">
"politics"
</span>
<span class="p chunk" id="c_0543">
)))
</span>
cor
<span class="p chunk" id="c_0544">
(
</span>
t
<span class="p chunk" id="c_0545">
(
</span>
subset
<span class="p chunk" id="c_0546">
(
</span>
E
<span class="p chunk" id="c_0547">
,
</span>
mots2
<span class="o chunk" id="c_0548">
==
</span>
<span class="s chunk" id="c_0549">
"Woman-women"
</span>
<span class="p chunk" id="c_0550">
)),
</span>
t
<span class="p chunk" id="c_0551">
(
</span>
subset
<span class="p chunk" id="c_0552">
(
</span>
E
<span class="p chunk" id="c_0553">
,
</span>
mots2
<span class="o chunk" id="c_0554">
==
</span>
<span class="s chunk" id="c_0555">
"power"
</span>
<span class="p chunk" id="c_0556">
)))
</span>
plot
<span class="p chunk" id="c_0557">
(
</span>
t
<span class="p chunk" id="c_0558">
(
</span>
subset
<span class="p chunk" id="c_0559">
(
</span>
E
<span class="p chunk" id="c_0560">
,
</span>
mots2
<span class="o chunk" id="c_0561">
==
</span>
<span class="s chunk" id="c_0562">
"Woman-women"
</span>
<span class="p chunk" id="c_0563">
)),
</span>
t
<span class="p chunk" id="c_0564">
(
</span>
subset
<span class="p chunk" id="c_0565">
(
</span>
E
<span class="p chunk" id="c_0566">
,
</span>
mots2
<span class="o chunk" id="c_0567">
==
</span>
<span class="s chunk" id="c_0568">
"power"
</span>
<span class="p chunk" id="c_0569">
)),
</span>
xlab
<span class="o chunk" id="c_0570">
=
</span>
<span class="s chunk" id="c_0571">
"Work"
</span>
<span class="p chunk" id="c_0572">
,
</span>
ylab
<span class="o chunk" id="c_0573">
=
</span>
<span class="s chunk" id="c_0574">
"politics"
</span>
<span class="p chunk" id="c_0575">
,
</span>
ylim
<span class="o chunk" id="c_0576">
=
</span>
c
<span class="p chunk" id="c_0577">
(
</span>
<span class="m chunk" id="c_0578">
0
</span>
<span class="p chunk" id="c_0579">
,
</span>
<span class="m chunk" id="c_0580">
75
</span>
<span class="p chunk" id="c_0581">
),
</span>
xlim
<span class="o chunk" id="c_0582">
=
</span>
c
<span class="p chunk" id="c_0583">
(
</span>
<span class="m chunk" id="c_0584">
0
</span>
<span class="p chunk" id="c_0585">
,
</span>
<span class="m chunk" id="c_0586">
150
</span>
<span class="p chunk" id="c_0587">
)
</span>
<span class="p chunk" id="c_0588">
)
</span>
<span class="c1 chunk" id="c_0589">
###### Working with the proportion represented by each word in place of the number of time###
</span>
a
<span class="o chunk" id="c_0590">
<-
</span>
dim
<span class="p chunk" id="c_0591">
(
</span>
E
<span class="p chunk" id="c_0592">
)
</span>
Eprop
<span class="o chunk" id="c_0593">
<-
</span>
matrix
<span class="p chunk" id="c_0594">
(
</span>
<span class="m chunk" id="c_0595">
0
</span>
<span class="p chunk" id="c_0596">
,
</span>
nrow
<span class="o chunk" id="c_0597">
=
</span>
a
<span class="p chunk" id="c_0598">
[
</span>
<span class="m chunk" id="c_0599">
1
</span>
<span class="p chunk" id="c_0600">
],
</span>
ncol
<span class="o chunk" id="c_0601">
=
</span>
a
<span class="p chunk" id="c_0602">
[
</span>
<span class="m chunk" id="c_0603">
2
</span>
<span class="p chunk" id="c_0604">
])
</span>
Eprop2
<span class="o chunk" id="c_0605">
=
</span>
as.data.frame
<span class="p chunk" id="c_0606">
(
</span>
Eprop
<span class="p chunk" id="c_0607">
)
</span>
totper
<span class="o chunk" id="c_0608">
=
</span>
rep
<span class="p chunk" id="c_0609">
(
</span>
<span class="m chunk" id="c_0610">
0
</span>
<span class="p chunk" id="c_0611">
,
</span>
a
<span class="p chunk" id="c_0612">
[
</span>
<span class="m chunk" id="c_0613">
1
</span>
<span class="p chunk" id="c_0614">
])
</span>
<span class="kr chunk" id="c_0615">
for
</span>
<span class="p chunk" id="c_0616">
(
</span>
i in
<span class="m chunk" id="c_0617">
1
</span>
:a
<span class="p chunk" id="c_0618">
[
</span>
<span class="m chunk" id="c_0619">
1
</span>
<span class="p chunk" id="c_0620">
])
</span>
<span class="p chunk" id="c_0621">
{
</span>
<span class="p chunk" id="c_0622">
(
</span>
totper
<span class="p chunk" id="c_0623">
[
</span>
i
<span class="p chunk" id="c_0624">
]
</span>
<span class="o chunk" id="c_0625">
<-
</span>
sum
<span class="p chunk" id="c_0626">
(
</span>
E
<span class="p chunk" id="c_0627">
[
</span>
i
<span class="p chunk" id="c_0628">
,
</span>
<span class="m chunk" id="c_0629">
1
</span>
:a
<span class="p chunk" id="c_0630">
[
</span>
<span class="m chunk" id="c_0631">
2
</span>
<span class="p chunk" id="c_0632">
]]))}
</span>
<span class="kr chunk" id="c_0633">
for
</span>
<span class="p chunk" id="c_0634">
(
</span>
i in
<span class="m chunk" id="c_0635">
1
</span>
:a
<span class="p chunk" id="c_0636">
[
</span>
<span class="m chunk" id="c_0637">
1
</span>
<span class="p chunk" id="c_0638">
])
</span>
<span class="p chunk" id="c_0639">
(
</span>
Eprop2
<span class="p chunk" id="c_0640">
[
</span>
i
<span class="p chunk" id="c_0641">
,]
</span>
<span class="o chunk" id="c_0642">
<-
</span>
E
<span class="p chunk" id="c_0643">
[
</span>
i
<span class="p chunk" id="c_0644">
,]
</span>
<span class="o chunk" id="c_0645">
/
</span>
totper
<span class="p chunk" id="c_0646">
[
</span>
i
<span class="p chunk" id="c_0647">
])
</span>
colnames
<span class="p chunk" id="c_0648">
(
</span>
Eprop2
<span class="p chunk" id="c_0649">
)
</span>
<span class="o chunk" id="c_0650">
<-
</span>
colnames
<span class="p chunk" id="c_0651">
(
</span>
E
<span class="p chunk" id="c_0652">
)
</span>
<span class="c1 chunk" id="c_0653">
## Graphique 3 D
</span>
symbols
<span class="p chunk" id="c_0654">
(
</span>
x
<span class="o chunk" id="c_0655">
=
</span>
t
<span class="p chunk" id="c_0656">
(
</span>
subset
<span class="p chunk" id="c_0657">
(
</span>
Eprop2
<span class="p chunk" id="c_0658">
,
</span>
mots2
<span class="o chunk" id="c_0659">
==
</span>
<span class="s chunk" id="c_0660">
"work"
</span>
<span class="p chunk" id="c_0661">
)),
</span>
y
<span class="o chunk" id="c_0662">
=
</span>
t
<span class="p chunk" id="c_0663">
(
</span>
subset
<span class="p chunk" id="c_0664">
(
</span>
Eprop2
<span class="p chunk" id="c_0665">
,
</span>
mots2
<span class="o chunk" id="c_0666">
==
</span>
<span class="s chunk" id="c_0667">
"Woman-women"
</span>
<span class="p chunk" id="c_0668">
)),
</span>
circles
<span class="o chunk" id="c_0669">
=
</span>
t
<span class="p chunk" id="c_0670">
(
</span>
subset
<span class="p chunk" id="c_0671">
(
</span>
Eprop2
<span class="p chunk" id="c_0672">
,
</span>
mots2
<span class="o chunk" id="c_0673">
==
</span>
<span class="s chunk" id="c_0674">
"feminist"
</span>
<span class="p chunk" id="c_0675">
)),
</span>
inches
<span class="o chunk" id="c_0676">
=
</span>
<span class="m chunk" id="c_0677">
.3
</span>
<span class="p chunk" id="c_0678">
,
</span>
xlab
<span class="o chunk" id="c_0679">
=
</span>
<span class="s chunk" id="c_0680">
"Work"
</span>
<span class="p chunk" id="c_0681">
,
</span>
ylab
<span class="o chunk" id="c_0682">
=
</span>
<span class="s chunk" id="c_0683">
"Woman-Women"
</span>
<span class="p chunk" id="c_0684">
,
</span>
bg
<span class="o chunk" id="c_0685">
=
</span>
<span class="m chunk" id="c_0686">
1
</span>
:
<span class="m chunk" id="c_0687">
10
</span>
<span class="p chunk" id="c_0688">
,
</span>
fg
<span class="o chunk" id="c_0689">
=
</span>
<span class="s chunk" id="c_0690">
"gray30"
</span>
<span class="p chunk" id="c_0691">
,
</span>
main
<span class="o chunk" id="c_0692">
=
</span>
<span class="s chunk" id="c_0693">
"Circles Plot - Work, Woman-Women, and size = feminist"
</span>
<span class="p chunk" id="c_0694">
)
</span>
text
<span class="p chunk" id="c_0695">
(
</span>
t
<span class="p chunk" id="c_0696">
(
</span>
subset
<span class="p chunk" id="c_0697">
(
</span>
Eprop2
<span class="p chunk" id="c_0698">
,
</span>
mots2
<span class="o chunk" id="c_0699">
==
</span>
<span class="s chunk" id="c_0700">
"Woman-women"
</span>
<span class="p chunk" id="c_0701">
))
</span>
~t
<span class="p chunk" id="c_0702">
(
</span>
subset
<span class="p chunk" id="c_0703">
(
</span>
Eprop2
<span class="p chunk" id="c_0704">
,
</span>
mots2
<span class="o chunk" id="c_0705">
==
</span>
<span class="s chunk" id="c_0706">
"work"
</span>
<span class="p chunk" id="c_0707">
)),
</span>
labels
<span class="o chunk" id="c_0708">
=
</span>
colnames
<span class="p chunk" id="c_0709">
(
</span>
Eprop2
<span class="p chunk" id="c_0710">
),
</span>
pos
<span class="o chunk" id="c_0711">
=
</span>
<span class="m chunk" id="c_0712">
4
</span>
<span class="p chunk" id="c_0713">
,
</span>
pch
<span class="o chunk" id="c_0714">
=
</span>
<span class="m chunk" id="c_0715">
3
</span>
<span class="p chunk" id="c_0716">
,
</span>
cex
<span class="o chunk" id="c_0717">
=
</span>
<span class="m chunk" id="c_0718">
0.8
</span>
<span class="p chunk" id="c_0719">
)
</span>
symbols
<span class="p chunk" id="c_0720">
(
</span>
x
<span class="o chunk" id="c_0721">
=
</span>
t
<span class="p chunk" id="c_0722">
(
</span>
subset
<span class="p chunk" id="c_0723">
(
</span>
Eprop2
<span class="p chunk" id="c_0724">
,
</span>
mots2
<span class="o chunk" id="c_0725">
==
</span>
<span class="s chunk" id="c_0726">
"politics"
</span>
<span class="p chunk" id="c_0727">
)),
</span>
y
<span class="o chunk" id="c_0728">
=
</span>
t
<span class="p chunk" id="c_0729">
(
</span>
subset
<span class="p chunk" id="c_0730">
(
</span>
Eprop2
<span class="p chunk" id="c_0731">
,
</span>
mots2
<span class="o chunk" id="c_0732">
==
</span>
<span class="s chunk" id="c_0733">
"gender"
</span>
<span class="p chunk" id="c_0734">
)),
</span>
circles
<span class="o chunk" id="c_0735">
=
</span>
t
<span class="p chunk" id="c_0736">
(
</span>
subset
<span class="p chunk" id="c_0737">
(
</span>
Eprop2
<span class="p chunk" id="c_0738">
,
</span>
mots2
<span class="o chunk" id="c_0739">
==
</span>
<span class="s chunk" id="c_0740">
"feminist"
</span>
<span class="p chunk" id="c_0741">
)),
</span>
inches
<span class="o chunk" id="c_0742">
=
</span>
<span class="m chunk" id="c_0743">
.3
</span>
<span class="p chunk" id="c_0744">
,
</span>
xlab
<span class="o chunk" id="c_0745">
=
</span>
<span class="s chunk" id="c_0746">
"Work"
</span>
<span class="p chunk" id="c_0747">
,
</span>
ylab
<span class="o chunk" id="c_0748">
=
</span>
<span class="s chunk" id="c_0749">
"Woman-Women"
</span>
<span class="p chunk" id="c_0750">
,
</span>
bg
<span class="o chunk" id="c_0751">
=
</span>
<span class="m chunk" id="c_0752">
1
</span>
:
<span class="m chunk" id="c_0753">
10
</span>
<span class="p chunk" id="c_0754">
,
</span>
fg
<span class="o chunk" id="c_0755">
=
</span>
<span class="s chunk" id="c_0756">
"gray30"
</span>
<span class="p chunk" id="c_0757">
,
</span>
main
<span class="o chunk" id="c_0758">
=
</span>
<span class="s chunk" id="c_0759">
"Circles Plot - Politics, gender, and size = feminist"
</span>
<span class="p chunk" id="c_0760">
)
</span>
text
<span class="p chunk" id="c_0761">
(
</span>
t
<span class="p chunk" id="c_0762">
(
</span>
subset
<span class="p chunk" id="c_0763">
(
</span>
Eprop2
<span class="p chunk" id="c_0764">
,
</span>
mots2
<span class="o chunk" id="c_0765">
==
</span>
<span class="s chunk" id="c_0766">
"gender"
</span>
<span class="p chunk" id="c_0767">
))
</span>
~t
<span class="p chunk" id="c_0768">
(
</span>
subset
<span class="p chunk" id="c_0769">
(
</span>
Eprop2
<span class="p chunk" id="c_0770">
,
</span>
mots2
<span class="o chunk" id="c_0771">
==
</span>
<span class="s chunk" id="c_0772">
"politics"
</span>
<span class="p chunk" id="c_0773">
)),
</span>
labels
<span class="o chunk" id="c_0774">
=
</span>
colnames
<span class="p chunk" id="c_0775">
(
</span>
Eprop2
<span class="p chunk" id="c_0776">
),
</span>
pos
<span class="o chunk" id="c_0777">
=
</span>
<span class="m chunk" id="c_0778">
4
</span>
<span class="p chunk" id="c_0779">
,
</span>
pch
<span class="o chunk" id="c_0780">
=
</span>
<span class="m chunk" id="c_0781">
3
</span>
<span class="p chunk" id="c_0782">
,
</span>
cex
<span class="o chunk" id="c_0783">
=
</span>
<span class="m chunk" id="c_0784">
0.8
</span>
<span class="p chunk" id="c_0785">
)
</span>
symbols
<span class="p chunk" id="c_0786">
(
</span>
x
<span class="o chunk" id="c_0787">
=
</span>
t
<span class="p chunk" id="c_0788">
(
</span>
subset
<span class="p chunk" id="c_0789">
(
</span>
Eprop2
<span class="p chunk" id="c_0790">
,
</span>
mots2
<span class="o chunk" id="c_0791">
==
</span>
<span class="s chunk" id="c_0792">
"politics"
</span>
<span class="p chunk" id="c_0793">
)),
</span>
y
<span class="o chunk" id="c_0794">
=
</span>
t
<span class="p chunk" id="c_0795">
(
</span>
subset
<span class="p chunk" id="c_0796">
(
</span>
Eprop2
<span class="p chunk" id="c_0797">
,
</span>
mots2
<span class="o chunk" id="c_0798">
==
</span>
<span class="s chunk" id="c_0799">
"gender"
</span>
<span class="p chunk" id="c_0800">
)),
</span>
circles
<span class="o chunk" id="c_0801">
=
</span>
t
<span class="p chunk" id="c_0802">
(
</span>
subset
<span class="p chunk" id="c_0803">
(
</span>
Eprop2
<span class="p chunk" id="c_0804">
,
</span>
mots2
<span class="o chunk" id="c_0805">
==
</span>
<span class="s chunk" id="c_0806">
"feminist"
</span>
<span class="p chunk" id="c_0807">
)),
</span>
xlim
<span class="o chunk" id="c_0808">
=
</span>
c
<span class="p chunk" id="c_0809">
(
</span>
<span class="m chunk" id="c_0810">
0
</span>
<span class="p chunk" id="c_0811">
,
</span>
<span class="m chunk" id="c_0812">
.1
</span>
<span class="p chunk" id="c_0813">
),
</span>
ylim
<span class="o chunk" id="c_0814">
=
</span>
c
<span class="p chunk" id="c_0815">
(
</span>
<span class="m chunk" id="c_0816">
0
</span>
<span class="p chunk" id="c_0817">
,
</span>
<span class="m chunk" id="c_0818">
.1
</span>
<span class="p chunk" id="c_0819">
),
</span>
inches
<span class="o chunk" id="c_0820">
=
</span>
<span class="m chunk" id="c_0821">
.3
</span>
<span class="p chunk" id="c_0822">
,
</span>
xlab
<span class="o chunk" id="c_0823">
=
</span>
<span class="s chunk" id="c_0824">
"Work"
</span>
<span class="p chunk" id="c_0825">
,
</span>
ylab
<span class="o chunk" id="c_0826">
=
</span>
<span class="s chunk" id="c_0827">
"Woman-Women"
</span>
<span class="p chunk" id="c_0828">
,
</span>
bg
<span class="o chunk" id="c_0829">
=
</span>
<span class="m chunk" id="c_0830">
1
</span>
:
<span class="m chunk" id="c_0831">
10
</span>
<span class="p chunk" id="c_0832">
,
</span>
fg
<span class="o chunk" id="c_0833">
=
</span>
<span class="s chunk" id="c_0834">
"gray30"
</span>
<span class="p chunk" id="c_0835">
,
</span>
main
<span class="o chunk" id="c_0836">
=
</span>
<span class="s chunk" id="c_0837">
"Circles Plot - Politics, gender, and size = feminist"
</span>
<span class="p chunk" id="c_0838">
)
</span>
text
<span class="p chunk" id="c_0839">
(
</span>
t
<span class="p chunk" id="c_0840">
(
</span>
subset
<span class="p chunk" id="c_0841">
(
</span>
Eprop2
<span class="p chunk" id="c_0842">
,
</span>
mots2
<span class="o chunk" id="c_0843">
==
</span>
<span class="s chunk" id="c_0844">
"gender"
</span>
<span class="p chunk" id="c_0845">
))
</span>
~t
<span class="p chunk" id="c_0846">
(
</span>
subset
<span class="p chunk" id="c_0847">
(
</span>
Eprop2
<span class="p chunk" id="c_0848">
,
</span>
mots2
<span class="o chunk" id="c_0849">
==
</span>
<span class="s chunk" id="c_0850">
"politics"
</span>
<span class="p chunk" id="c_0851">
)),
</span>
labels
<span class="o chunk" id="c_0852">
=
</span>
colnames
<span class="p chunk" id="c_0853">
(
</span>
Eprop2
<span class="p chunk" id="c_0854">
),
</span>
pos
<span class="o chunk" id="c_0855">
=
</span>
<span class="m chunk" id="c_0856">
4
</span>
<span class="p chunk" id="c_0857">
,
</span>
pch
<span class="o chunk" id="c_0858">
=
</span>
<span class="m chunk" id="c_0859">
3
</span>
<span class="p chunk" id="c_0860">
,
</span>
cex
<span class="o chunk" id="c_0861">
=
</span>
<span class="m chunk" id="c_0862">
0.8
</span>
<span class="p chunk" id="c_0863">
)
</span>
<span class="c1 chunk" id="c_0864">
##################### Expliquer ici les PCA ######################
</span>
<span class="c1 chunk" id="c_0865">
##Sur ces mots, selection en CSV
</span>
C
<span class="o chunk" id="c_0866">
=
</span>
read.csv
<span class="p chunk" id="c_0867">
(
</span>
<span class="s chunk" id="c_0868">
"REST.csv"
</span>
<span class="p chunk" id="c_0869">
,
</span>
sep
<span class="o chunk" id="c_0870">
=
</span>
<span class="s chunk" id="c_0871">
','
</span>
<span class="p chunk" id="c_0872">
,
</span>
header
<span class="o chunk" id="c_0873">
=
</span>
<span class="kc chunk" id="c_0874">
TRUE
</span>
<span class="p chunk" id="c_0875">
)
</span>
mots
<span class="o chunk" id="c_0876">
=
</span>
C
<span class="p chunk" id="c_0877">
$
</span>
X
mots
<span class="o chunk" id="c_0878">
=
</span>
subset
<span class="p chunk" id="c_0879">
(
</span>
mots
<span class="p chunk" id="c_0880">
,
</span>
C
<span class="p chunk" id="c_0881">
$
</span>
X.1
<span class="o chunk" id="c_0882">
==
</span>
<span class="m chunk" id="c_0883">
1
</span>
<span class="p chunk" id="c_0884">
)
</span>
C
<span class="o chunk" id="c_0885">
=
</span>
subset
<span class="p chunk" id="c_0886">
(
</span>
C
<span class="p chunk" id="c_0887">
,
</span>
X.1
<span class="o chunk" id="c_0888">
==
</span>
<span class="m chunk" id="c_0889">
1
</span>
<span class="p chunk" id="c_0890">
,
</span>
select
<span class="o chunk" id="c_0891">
=
</span>
c
<span class="p chunk" id="c_0892">
(
</span>
<span class="o chunk" id="c_0893">
-
</span>
X
<span class="p chunk" id="c_0894">
,
</span>
<span class="o chunk" id="c_0895">
-
</span>
X.1
<span class="p chunk" id="c_0896">
))
</span>
vecteurArtistes
<span class="o chunk" id="c_0897">
=
</span>
colnames
<span class="p chunk" id="c_0898">
(
</span>
C
<span class="p chunk" id="c_0899">
)
</span>
<span class="c1 chunk" id="c_0900">
## de nouvea ménage pour les lignes ou moins de X personnes
</span>
di
<span class="o chunk" id="c_0901">
=
</span>
dim
<span class="p chunk" id="c_0902">
(
</span>
C
<span class="p chunk" id="c_0903">
)
</span>
garder
<span class="o chunk" id="c_0904">
=
</span>
rep
<span class="p chunk" id="c_0905">
(
</span>
<span class="s chunk" id="c_0906">
''
</span>
<span class="p chunk" id="c_0907">
,
</span>
di
<span class="p chunk" id="c_0908">
[
</span>
<span class="m chunk" id="c_0909">
1
</span>
<span class="p chunk" id="c_0910">
])
</span>
<span class="kr chunk" id="c_0911">
for
</span>
<span class="p chunk" id="c_0912">
(
</span>
i in
<span class="m chunk" id="c_0913">
1
</span>
:di
<span class="p chunk" id="c_0914">
[
</span>
<span class="m chunk" id="c_0915">
1
</span>
<span class="p chunk" id="c_0916">
])
</span>
<span class="p chunk" id="c_0917">
{
</span>
marg
<span class="o chunk" id="c_0918">
=
</span>
as.data.frame
<span class="p chunk" id="c_0919">
(
</span>
table
<span class="p chunk" id="c_0920">
(
</span>
C
<span class="p chunk" id="c_0921">
[
</span>
i
<span class="p chunk" id="c_0922">
,]))
</span>
margtot
<span class="o chunk" id="c_0923">
=
</span>
<span class="m chunk" id="c_0924">
0
</span>
<span class="kr chunk" id="c_0925">
for
</span>
<span class="p chunk" id="c_0926">
(
</span>
j in
<span class="m chunk" id="c_0927">
2
</span>
:di
<span class="p chunk" id="c_0928">
[
</span>
<span class="m chunk" id="c_0929">
2
</span>
<span class="p chunk" id="c_0930">
])
</span>
<span class="p chunk" id="c_0931">
{
</span>
<span class="kr chunk" id="c_0932">
if
</span>
<span class="p chunk" id="c_0933">
(
</span>
marg
<span class="p chunk" id="c_0934">
[
</span>
j
<span class="p chunk" id="c_0935">
]
</span>
<span class="o chunk" id="c_0936">
==
</span>
<span class="m chunk" id="c_0937">
0
</span>
<span class="p chunk" id="c_0938">
)
</span>
<span class="p chunk" id="c_0939">
{
</span>
margtot
<span class="o chunk" id="c_0940">
=
</span>
margtot
<span class="o chunk" id="c_0941">
+
</span>
<span class="m chunk" id="c_0942">
1
</span>
<span class="p chunk" id="c_0943">
}
</span>
<span class="kr chunk" id="c_0944">
else
</span>
<span class="p chunk" id="c_0945">
{
</span>
margtot
<span class="o chunk" id="c_0946">
=
</span>
margtot
<span class="p chunk" id="c_0947">
}
</span>
<span class="p chunk" id="c_0948">
}
</span>
<span class="kr chunk" id="c_0949">
if
</span>
<span class="p chunk" id="c_0950">
(
</span>
margtot
<span class="o chunk" id="c_0951">
>
</span>
<span class="p chunk" id="c_0952">
(
</span>
di
<span class="p chunk" id="c_0953">
[
</span>
<span class="m chunk" id="c_0954">
2
</span>
<span class="p chunk" id="c_0955">
]
</span>
<span class="o chunk" id="c_0956">
-
</span>
<span class="m chunk" id="c_0957">
9
</span>
<span class="p chunk" id="c_0958">
))
</span>
<span class="p chunk" id="c_0959">
{
</span>
garder
<span class="p chunk" id="c_0960">
[
</span>
i
<span class="p chunk" id="c_0961">
]
</span>
<span class="o chunk" id="c_0962">
<-
</span>
<span class="s chunk" id="c_0963">
'NON'
</span>
<span class="p chunk" id="c_0964">
}
</span>
<span class="p chunk" id="c_0965">
}
</span>
E
<span class="o chunk" id="c_0966">
=
</span>
subset
<span class="p chunk" id="c_0967">
(
</span>
C
<span class="p chunk" id="c_0968">
,
</span>
garder
<span class="o chunk" id="c_0969">
==
</span>
<span class="s chunk" id="c_0970">
''
</span>
<span class="p chunk" id="c_0971">
)
</span>
mots
<span class="o chunk" id="c_0972">
=
</span>
subset
<span class="p chunk" id="c_0973">
(
</span>
mots
<span class="p chunk" id="c_0974">
,
</span>
garder
<span class="o chunk" id="c_0975">
==
</span>
<span class="s chunk" id="c_0976">
''
</span>
<span class="p chunk" id="c_0977">
)
</span>
di
<span class="o chunk" id="c_0978">
=
</span>
dim
<span class="p chunk" id="c_0979">
(
</span>
E
<span class="p chunk" id="c_0980">
)
</span>
<span class="c1 chunk" id="c_0981">
## deuxième étape :a partir de là, on transpose
</span>
<span class="c1 chunk" id="c_0982">
##Total pour celles qui ont plus de 8 mots
</span>
dC
<span class="o chunk" id="c_0983">
=
</span>
dim
<span class="p chunk" id="c_0984">
(
</span>
E
<span class="p chunk" id="c_0985">
)
</span>
tot
<span class="o chunk" id="c_0986">
=
</span>
rep
<span class="p chunk" id="c_0987">
(
</span>
<span class="m chunk" id="c_0988">
0
</span>
<span class="p chunk" id="c_0989">
,
</span>
dC
<span class="p chunk" id="c_0990">
[
</span>
<span class="m chunk" id="c_0991">
2
</span>
<span class="p chunk" id="c_0992">
])
</span>
pc
<span class="o chunk" id="c_0993">
=
</span>
t
<span class="p chunk" id="c_0994">
(
</span>
E
<span class="p chunk" id="c_0995">
)
</span>
<span class="kr chunk" id="c_0996">
for
</span>
<span class="p chunk" id="c_0997">
(
</span>
i in
<span class="m chunk" id="c_0998">
1
</span>
:dC
<span class="p chunk" id="c_0999">
[
</span>
<span class="m chunk" id="c_1000">
2
</span>
<span class="p chunk" id="c_1001">
])
</span>
<span class="p chunk" id="c_1002">
{
</span>
<span class="p chunk" id="c_1003">
(
</span>
tot
<span class="p chunk" id="c_1004">
[
</span>
i
<span class="p chunk" id="c_1005">
]
</span>
<span class="o chunk" id="c_1006">
<-
</span>
sum
<span class="p chunk" id="c_1007">
(
</span>
pc
<span class="p chunk" id="c_1008">
[
</span>
i
<span class="p chunk" id="c_1009">
,]))}
</span>
pc1
<span class="o chunk" id="c_1010">
=
</span>
rep
<span class="p chunk" id="c_1011">
(
</span>
<span class="m chunk" id="c_1012">
0
</span>
<span class="p chunk" id="c_1013">
,
</span>
dC
<span class="p chunk" id="c_1014">
[
</span>
<span class="m chunk" id="c_1015">
1
</span>
<span class="p chunk" id="c_1016">
])
</span>
vectorshort
<span class="o chunk" id="c_1017">
=
</span>
rep
<span class="p chunk" id="c_1018">
(
</span>
<span class="s chunk" id="c_1019">
"blank"
</span>
<span class="p chunk" id="c_1020">
,
</span>
<span class="m chunk" id="c_1021">
1
</span>
<span class="p chunk" id="c_1022">
)
</span>
<span class="kr chunk" id="c_1023">
for
</span>
<span class="p chunk" id="c_1024">
(
</span>
i in
<span class="m chunk" id="c_1025">
1
</span>
:dC
<span class="p chunk" id="c_1026">
[
</span>
<span class="m chunk" id="c_1027">
2
</span>
<span class="p chunk" id="c_1028">
])
</span>
<span class="p chunk" id="c_1029">
(
</span>
<span class="kr chunk" id="c_1030">
if
</span>
<span class="p chunk" id="c_1031">
(
</span>
tot
<span class="p chunk" id="c_1032">
[
</span>
i
<span class="p chunk" id="c_1033">
]
</span>
<span class="o chunk" id="c_1034">
<
</span>
<span class="m chunk" id="c_1035">
5
</span>
<span class="p chunk" id="c_1036">
)
</span>
<span class="p chunk" id="c_1037">
{
</span>
cat
<span class="p chunk" id="c_1038">
(
</span>
<span class="s chunk" id="c_1039">
"out "
</span>
<span class="p chunk" id="c_1040">
)}
</span>
<span class="kr chunk" id="c_1041">
else
</span>
<span class="p chunk" id="c_1042">
{
</span>
pc1
<span class="o chunk" id="c_1043">
=
</span>
rbind
<span class="p chunk" id="c_1044">
(
</span>
pc1
<span class="p chunk" id="c_1045">
,
</span>
pc
<span class="p chunk" id="c_1046">
[
</span>
i
<span class="p chunk" id="c_1047">
,])
</span>
vectorshort
<span class="o chunk" id="c_1048">
=
</span>
rbind
<span class="p chunk" id="c_1049">
(
</span>
vectorshort
<span class="p chunk" id="c_1050">
,
</span>
vecteurArtistes
<span class="p chunk" id="c_1051">
[
</span>
i
<span class="p chunk" id="c_1052">
])}
</span>
<span class="p chunk" id="c_1053">
)
</span>
rownames
<span class="p chunk" id="c_1054">
(
</span>
pc1
<span class="p chunk" id="c_1055">
)
</span>
<span class="o chunk" id="c_1056">
<-
</span>
vectorshort
d1
<span class="o chunk" id="c_1057">
=
</span>
dim
<span class="p chunk" id="c_1058">
(
</span>
pc1
<span class="p chunk" id="c_1059">
)
</span>
<span class="c1 chunk" id="c_1060">
## troisième étape : homogénéiser le nombre de mots
</span>
<span class="c1 chunk" id="c_1061">
##par personne, pour celles qui restent
</span>
a
<span class="o chunk" id="c_1062">
<-
</span>
dim
<span class="p chunk" id="c_1063">
(
</span>
pc1
<span class="p chunk" id="c_1064">
)
</span>
pc2
<span class="o chunk" id="c_1065">
<-
</span>
matrix
<span class="p chunk" id="c_1066">
(
</span>
<span class="m chunk" id="c_1067">
0
</span>
<span class="p chunk" id="c_1068">
,
</span>
nrow
<span class="o chunk" id="c_1069">
=
</span>
a
<span class="p chunk" id="c_1070">
[
</span>
<span class="m chunk" id="c_1071">
1
</span>
<span class="p chunk" id="c_1072">
],
</span>
ncol
<span class="o chunk" id="c_1073">
=
</span>
a
<span class="p chunk" id="c_1074">
[
</span>
<span class="m chunk" id="c_1075">
2
</span>
<span class="p chunk" id="c_1076">
])
</span>
totper
<span class="o chunk" id="c_1077">
=
</span>
rep
<span class="p chunk" id="c_1078">
(
</span>
<span class="m chunk" id="c_1079">
0
</span>
<span class="p chunk" id="c_1080">
,
</span>
a
<span class="p chunk" id="c_1081">
[
</span>
<span class="m chunk" id="c_1082">
1
</span>
<span class="p chunk" id="c_1083">
])
</span>
<span class="kr chunk" id="c_1084">
for
</span>
<span class="p chunk" id="c_1085">
(
</span>
i in
<span class="m chunk" id="c_1086">
1
</span>
:a
<span class="p chunk" id="c_1087">
[
</span>
<span class="m chunk" id="c_1088">
1
</span>
<span class="p chunk" id="c_1089">
])
</span>
<span class="p chunk" id="c_1090">
{
</span>
<span class="p chunk" id="c_1091">
(
</span>
totper
<span class="p chunk" id="c_1092">
[
</span>
i
<span class="p chunk" id="c_1093">
]
</span>
<span class="o chunk" id="c_1094">
<-
</span>
sum
<span class="p chunk" id="c_1095">
(
</span>
pc1
<span class="p chunk" id="c_1096">
[
</span>
i
<span class="p chunk" id="c_1097">
,
</span>
<span class="m chunk" id="c_1098">
1
</span>
:a
<span class="p chunk" id="c_1099">
[
</span>
<span class="m chunk" id="c_1100">
2
</span>
<span class="p chunk" id="c_1101">
]]))}
</span>
<span class="kr chunk" id="c_1102">
for
</span>
<span class="p chunk" id="c_1103">
(
</span>
i in
<span class="m chunk" id="c_1104">
1
</span>
:a
<span class="p chunk" id="c_1105">
[
</span>
<span class="m chunk" id="c_1106">
1
</span>
<span class="p chunk" id="c_1107">
])
</span>
<span class="p chunk" id="c_1108">
(
</span>
pc2
<span class="p chunk" id="c_1109">
[
</span>
i
<span class="p chunk" id="c_1110">
,]
</span>
<span class="o chunk" id="c_1111">
<-
</span>
pc1
<span class="p chunk" id="c_1112">
[
</span>
i
<span class="p chunk" id="c_1113">
,]
</span>
<span class="o chunk" id="c_1114">
/
</span>
totper
<span class="p chunk" id="c_1115">
[
</span>
i
<span class="p chunk" id="c_1116">
])
</span>
colnames
<span class="p chunk" id="c_1117">
(
</span>
pc2
<span class="p chunk" id="c_1118">
)
</span>
<span class="o chunk" id="c_1119">
<-
</span>
mots
rownames
<span class="p chunk" id="c_1120">
(
</span>
pc2
<span class="p chunk" id="c_1121">
)
</span>
<span class="o chunk" id="c_1122">
<-
</span>
rownames
<span class="p chunk" id="c_1123">
(
</span>
pc1
<span class="p chunk" id="c_1124">
)
</span>
<span class="c1 chunk" id="c_1125">
##et voilà la PCA
</span>
dimpc2
<span class="o chunk" id="c_1126">
=
</span>
dim
<span class="p chunk" id="c_1127">
(
</span>
pc2
<span class="p chunk" id="c_1128">
)
</span>
pc3
<span class="o chunk" id="c_1129">
=
</span>
pc2
<span class="p chunk" id="c_1130">
[
</span>
<span class="m chunk" id="c_1131">
2
</span>
:dimpc2
<span class="p chunk" id="c_1132">
[
</span>
<span class="m chunk" id="c_1133">
1
</span>
<span class="p chunk" id="c_1134">
],]
</span>
uD3
<span class="o chunk" id="c_1135">
=
</span>
dudi.pca
<span class="p chunk" id="c_1136">
(
</span>
pc3
<span class="p chunk" id="c_1137">
,
</span>
scannf
<span class="o chunk" id="c_1138">
=
</span>
<span class="kc chunk" id="c_1139">
FALSE
</span>
<span class="p chunk" id="c_1140">
,
</span>
nf
<span class="o chunk" id="c_1141">
=
</span>
<span class="m chunk" id="c_1142">
4
</span>
<span class="p chunk" id="c_1143">
)
</span>
par
<span class="p chunk" id="c_1144">
(
</span>
col
<span class="o chunk" id="c_1145">
=
</span>
<span class="s chunk" id="c_1146">
'red'
</span>
<span class="p chunk" id="c_1147">
,
</span>
col.main
<span class="o chunk" id="c_1148">
=
</span>
<span class="s chunk" id="c_1149">
'blue'
</span>
<span class="p chunk" id="c_1150">
,
</span>
font
<span class="o chunk" id="c_1151">
=
</span>
<span class="m chunk" id="c_1152">
1
</span>
<span class="p chunk" id="c_1153">
,
</span>
family
<span class="o chunk" id="c_1154">
=
</span>
<span class="s chunk" id="c_1155">
"courrier"
</span>
<span class="p chunk" id="c_1156">
)
</span>
par
<span class="p chunk" id="c_1157">
(
</span>
col
<span class="o chunk" id="c_1158">
=
</span>
<span class="s chunk" id="c_1159">
'red'
</span>
<span class="p chunk" id="c_1160">
)
</span>
scatter
<span class="p chunk" id="c_1161">
(
</span>
uD3
<span class="p chunk" id="c_1162">
,
</span>
xax
<span class="o chunk" id="c_1163">
=
</span>
<span class="m chunk" id="c_1164">
1
</span>
<span class="p chunk" id="c_1165">
,
</span>
yax
<span class="o chunk" id="c_1166">
=
</span>
<span class="m chunk" id="c_1167">
2
</span>
<span class="p chunk" id="c_1168">
,
</span>
clab.row
<span class="o chunk" id="c_1169">
=
</span>
<span class="m chunk" id="c_1170">
0.8
</span>
<span class="p chunk" id="c_1171">
,
</span>
clab.col
<span class="o chunk" id="c_1172">
=
</span>
<span class="m chunk" id="c_1173">
0.8
</span>
<span class="p chunk" id="c_1174">
,
</span>
permute
<span class="o chunk" id="c_1175">
=
</span>
<span class="kc chunk" id="c_1176">
TRUE
</span>
<span class="p chunk" id="c_1177">
)
</span>
par
<span class="p chunk" id="c_1178">
(
</span>
col
<span class="o chunk" id="c_1179">
=
</span>
<span class="s chunk" id="c_1180">
'red'
</span>
<span class="p chunk" id="c_1181">
)
</span>
scatter
<span class="p chunk" id="c_1182">
(
</span>
uD3
<span class="p chunk" id="c_1183">
,
</span>
xax
<span class="o chunk" id="c_1184">
=
</span>
<span class="m chunk" id="c_1185">
3
</span>
<span class="p chunk" id="c_1186">
,
</span>
yax
<span class="o chunk" id="c_1187">
=
</span>
<span class="m chunk" id="c_1188">
4
</span>
<span class="p chunk" id="c_1189">
,
</span>
clab.row
<span class="o chunk" id="c_1190">
=
</span>
<span class="m chunk" id="c_1191">
0.8
</span>
<span class="p chunk" id="c_1192">
,
</span>
clab.col
<span class="o chunk" id="c_1193">
=
</span>
<span class="m chunk" id="c_1194">
0.8
</span>
<span class="p chunk" id="c_1195">
,
</span>
permute
<span class="o chunk" id="c_1196">
=
</span>
<span class="kc chunk" id="c_1197">
TRUE
</span>
<span class="p chunk" id="c_1198">
)
</span>
z
<span class="o chunk" id="c_1199">
=
</span>
length
<span class="p chunk" id="c_1200">
(
</span>
uD3
<span class="p chunk" id="c_1201">
$
</span>
eig
<span class="p chunk" id="c_1202">
)
</span>
sut
<span class="o chunk" id="c_1203">
=
</span>
uD3
<span class="p chunk" id="c_1204">
$
</span>
eig
<span class="o chunk" id="c_1205">
/
</span>
sum
<span class="p chunk" id="c_1206">
(
</span>
uD3
<span class="p chunk" id="c_1207">
$
</span>
eig
<span class="p chunk" id="c_1208">
)
</span>
barplot
<span class="p chunk" id="c_1209">
(
</span>
sut
<span class="p chunk" id="c_1210">
,
</span>
name
<span class="o chunk" id="c_1211">
=
</span>
rep
<span class="p chunk" id="c_1212">
(
</span>
<span class="m chunk" id="c_1213">
1
</span>
:z
<span class="p chunk" id="c_1214">
,
</span>
<span class="m chunk" id="c_1215">
1
</span>
<span class="p chunk" id="c_1216">
),
</span>
main
<span class="o chunk" id="c_1217">
=
</span>
<span class="s chunk" id="c_1218">
"Eigen Values"
</span>
<span class="p chunk" id="c_1219">
)
</span>
par
<span class="p chunk" id="c_1220">
(
</span>
col
<span class="o chunk" id="c_1221">
=
</span>
<span class="s chunk" id="c_1222">
'black'
</span>
<span class="p chunk" id="c_1223">
)
</span>
axe1
<span class="o chunk" id="c_1224">
=
</span>
uD3
<span class="p chunk" id="c_1225">
$
</span>
co
axea
<span class="o chunk" id="c_1226">
=
</span>
cbind
<span class="p chunk" id="c_1227">
(
</span>
rep
<span class="p chunk" id="c_1228">
(
</span>
<span class="m chunk" id="c_1229">
1
</span>
<span class="p chunk" id="c_1230">
,
</span>
length
<span class="p chunk" id="c_1231">
(
</span>
axe1
<span class="p chunk" id="c_1232">
[,
</span>
<span class="m chunk" id="c_1233">
1
</span>
<span class="p chunk" id="c_1234">
])),
</span>
axe1
<span class="p chunk" id="c_1235">
[,
</span>
<span class="m chunk" id="c_1236">
1
</span>
<span class="p chunk" id="c_1237">
]
</span>
<span class="p chunk" id="c_1238">
)
</span>
axeb
<span class="o chunk" id="c_1239">
=
</span>
cbind
<span class="p chunk" id="c_1240">
(
</span>
rep
<span class="p chunk" id="c_1241">
(
</span>
<span class="m chunk" id="c_1242">
1
</span>
<span class="p chunk" id="c_1243">
,
</span>
length
<span class="p chunk" id="c_1244">
(
</span>
axe1
<span class="p chunk" id="c_1245">
[,
</span>
<span class="m chunk" id="c_1246">
1
</span>
<span class="p chunk" id="c_1247">
])),
</span>
axe1
<span class="p chunk" id="c_1248">
[,
</span>
<span class="m chunk" id="c_1249">
2
</span>
<span class="p chunk" id="c_1250">
]
</span>
<span class="p chunk" id="c_1251">
)
</span>
rownames
<span class="p chunk" id="c_1252">
(
</span>
axea
<span class="p chunk" id="c_1253">
)
</span>
<span class="o chunk" id="c_1254">
<-
</span>
rownames
<span class="p chunk" id="c_1255">
(
</span>
axe1
<span class="p chunk" id="c_1256">
)
</span>
rownames
<span class="p chunk" id="c_1257">
(
</span>
axeb
<span class="p chunk" id="c_1258">
)
</span>
<span class="o chunk" id="c_1259">
<-
</span>
rownames
<span class="p chunk" id="c_1260">
(
</span>
axe1
<span class="p chunk" id="c_1261">
)
</span>
plot
<span class="p chunk" id="c_1262">
(
</span>
axea
<span class="p chunk" id="c_1263">
[,
</span>
<span class="m chunk" id="c_1264">
2
</span>
<span class="p chunk" id="c_1265">
]
</span>
~axea
<span class="p chunk" id="c_1266">
[,
</span>
<span class="m chunk" id="c_1267">
1
</span>
<span class="p chunk" id="c_1268">
],
</span>
ylim
<span class="o chunk" id="c_1269">
=
</span>
c
<span class="p chunk" id="c_1270">
(
</span>
<span class="m chunk" id="c_1271">
-1
</span>
<span class="p chunk" id="c_1272">
,
</span>
<span class="m chunk" id="c_1273">
1
</span>
<span class="p chunk" id="c_1274">
),
</span>
pch
<span class="o chunk" id="c_1275">
=
</span>
<span class="m chunk" id="c_1276">
19
</span>
<span class="p chunk" id="c_1277">
)
</span>
text
<span class="p chunk" id="c_1278">
(
</span>
axea
<span class="p chunk" id="c_1279">
[,
</span>
<span class="m chunk" id="c_1280">
2
</span>
<span class="p chunk" id="c_1281">
]
</span>
~axea
<span class="p chunk" id="c_1282">
[,
</span>
<span class="m chunk" id="c_1283">
1
</span>
<span class="p chunk" id="c_1284">
],
</span>
labels
<span class="o chunk" id="c_1285">
=
</span>
rownames
<span class="p chunk" id="c_1286">
(
</span>
axea
<span class="p chunk" id="c_1287">
),
</span>
pos
<span class="o chunk" id="c_1288">
=
</span>
<span class="m chunk" id="c_1289">
4
</span>
<span class="p chunk" id="c_1290">
,
</span>
pch
<span class="o chunk" id="c_1291">
=
</span>
<span class="m chunk" id="c_1292">
19
</span>
<span class="p chunk" id="c_1293">
)
</span>
plot
<span class="p chunk" id="c_1294">
(
</span>
axeb
<span class="p chunk" id="c_1295">
[,
</span>
<span class="m chunk" id="c_1296">
2
</span>
<span class="p chunk" id="c_1297">
]
</span>
~axeb
<span class="p chunk" id="c_1298">
[,
</span>
<span class="m chunk" id="c_1299">
1
</span>
<span class="p chunk" id="c_1300">
],
</span>
ylim
<span class="o chunk" id="c_1301">
=
</span>
c
<span class="p chunk" id="c_1302">
(
</span>
<span class="m chunk" id="c_1303">
-1
</span>
<span class="p chunk" id="c_1304">
,
</span>
<span class="m chunk" id="c_1305">
1
</span>
<span class="p chunk" id="c_1306">
),
</span>
pch
<span class="o chunk" id="c_1307">
=
</span>
<span class="m chunk" id="c_1308">
19
</span>
<span class="p chunk" id="c_1309">
)
</span>
text
<span class="p chunk" id="c_1310">
(
</span>
axeb
<span class="p chunk" id="c_1311">
[,
</span>
<span class="m chunk" id="c_1312">
2
</span>
<span class="p chunk" id="c_1313">
]
</span>
~axeb
<span class="p chunk" id="c_1314">
[,
</span>
<span class="m chunk" id="c_1315">
1
</span>
<span class="p chunk" id="c_1316">
],
</span>
labels
<span class="o chunk" id="c_1317">
=
</span>
rownames
<span class="p chunk" id="c_1318">
(
</span>
axeb
<span class="p chunk" id="c_1319">
),
</span>
pos
<span class="o chunk" id="c_1320">
=
</span>
<span class="m chunk" id="c_1321">
4
</span>
<span class="p chunk" id="c_1322">
)
</span>
<span class="c1 chunk" id="c_1323">
## a totaly different way of looking à this data
</span>
<span class="c1 chunk" id="c_1324">
## i graph##
</span>
Eprime
<span class="o chunk" id="c_1325">
=
</span>
as.matrix
<span class="p chunk" id="c_1326">
(
</span>
t
<span class="p chunk" id="c_1327">
(
</span>
E
<span class="p chunk" id="c_1328">
))
</span>
<span class="o chunk" id="c_1329">
%*%
</span>
as.matrix
<span class="p chunk" id="c_1330">
(
</span>
E
<span class="p chunk" id="c_1331">
)
</span>
<span class="k-Variable chunk" id="c_1332">
F
</span>
<span class="o chunk" id="c_1333">
=
</span>
graph.adjacency
<span class="p chunk" id="c_1334">
(
</span>
Eprime
<span class="p chunk" id="c_1335">
,
</span>
diag
<span class="o chunk" id="c_1336">
=
</span>
<span class="kc chunk" id="c_1337">
FALSE
</span>
<span class="p chunk" id="c_1338">
,
</span>
weighted
<span class="o chunk" id="c_1339">
=
</span>
<span class="kc chunk" id="c_1340">
TRUE
</span>
<span class="p chunk" id="c_1341">
,
</span>
mode
<span class="o chunk" id="c_1342">
=
</span>
<span class="s chunk" id="c_1343">
"undirected"
</span>
<span class="p chunk" id="c_1344">
)
</span>
names.Vertex
<span class="o chunk" id="c_1345">
=
</span>
rownames
<span class="p chunk" id="c_1346">
(
</span>
Eprime
<span class="p chunk" id="c_1347">
)
</span>
plot.igraph
<span class="p chunk" id="c_1348">
(
</span>
<span class="k-Variable chunk" id="c_1349">
F
</span>
<span class="p chunk" id="c_1350">
,
</span>
layout
<span class="o chunk" id="c_1351">
=
</span>
layout.fruchterman.reingold
<span class="p chunk" id="c_1352">
,
</span>
vertex.size
<span class="o chunk" id="c_1353">
=
</span>
<span class="m chunk" id="c_1354">
10
</span>
<span class="p chunk" id="c_1355">
,
</span>
vertex.label
<span class="o chunk" id="c_1356">
=
</span>
names.Vertex
<span class="p chunk" id="c_1357">
)
</span>
clusters
<span class="p chunk" id="c_1358">
(
</span>
<span class="k-Variable chunk" id="c_1359">
F
</span>
<span class="p chunk" id="c_1360">
)
</span>
EConnect
<span class="o chunk" id="c_1361">
=
</span>
subset
<span class="p chunk" id="c_1362">
(
</span>
E
<span class="p chunk" id="c_1363">
,
</span>
select
<span class="o chunk" id="c_1364">
=
</span>
c
<span class="p chunk" id="c_1365">
(
</span>
<span class="o chunk" id="c_1366">
-
</span>
Klub.Zwei
<span class="p chunk" id="c_1367">
,
</span>
<span class="o chunk" id="c_1368">
-
</span>
Migrantas
<span class="p chunk" id="c_1369">
,
</span>
<span class="o chunk" id="c_1370">
-
</span>
Elssie.Ansareo
<span class="p chunk" id="c_1371">
))
</span>
Eprimeconnect0
<span class="o chunk" id="c_1372">
=
</span>
as.matrix
<span class="p chunk" id="c_1373">
(
</span>
t
<span class="p chunk" id="c_1374">
(
</span>
EConnect
<span class="p chunk" id="c_1375">
))
</span>
<span class="o chunk" id="c_1376">
%*%
</span>
as.matrix
<span class="p chunk" id="c_1377">
(
</span>
EConnect
<span class="p chunk" id="c_1378">
)
</span>
EprimeConnect
<span class="o chunk" id="c_1379">
=
</span>
as.matrix
<span class="p chunk" id="c_1380">
(
</span>
Eprimeconnect0
<span class="p chunk" id="c_1381">
)
</span>
Fconnect
<span class="o chunk" id="c_1382">
=
</span>
graph.adjacency
<span class="p chunk" id="c_1383">
(
</span>
Eprimeconnect
<span class="p chunk" id="c_1384">
,
</span>
diag
<span class="o chunk" id="c_1385">
=
</span>
<span class="kc chunk" id="c_1386">
FALSE
</span>
<span class="p chunk" id="c_1387">
,
</span>
weighted
<span class="o chunk" id="c_1388">
=
</span>
<span class="kc chunk" id="c_1389">
TRUE
</span>
<span class="p chunk" id="c_1390">
,
</span>
mode
<span class="o chunk" id="c_1391">
=
</span>
<span class="s chunk" id="c_1392">
"undirected"
</span>
<span class="p chunk" id="c_1393">
)
</span>
names.Vertex.Connect
<span class="o chunk" id="c_1394">
=
</span>
substring
<span class="p chunk" id="c_1395">
(
</span>
rownames
<span class="p chunk" id="c_1396">
(
</span>
EprimeConnect
<span class="p chunk" id="c_1397">
),
</span>
<span class="m chunk" id="c_1398">
1
</span>
<span class="p chunk" id="c_1399">
,
</span>
<span class="m chunk" id="c_1400">
10
</span>
<span class="p chunk" id="c_1401">
)
</span>
clusters
<span class="p chunk" id="c_1402">
(
</span>
Fconnect
<span class="p chunk" id="c_1403">
)
</span>
plot.igraph
<span class="p chunk" id="c_1404">
(
</span>
Fconnect
<span class="p chunk" id="c_1405">
,
</span>
layout
<span class="o chunk" id="c_1406">
=
</span>
layout.fruchterman.reingold
<span class="p chunk" id="c_1407">
,
</span>
vertex.size
<span class="o chunk" id="c_1408">
=
</span>
<span class="m chunk" id="c_1409">
15
</span>
<span class="p chunk" id="c_1410">
,
</span>
vertex.label
<span class="o chunk" id="c_1411">
=
</span>
names.Vertex.Connect
<span class="p chunk" id="c_1412">
)
</span>
plot.igraph
<span class="p chunk" id="c_1413">
(
</span>
Fconnect
<span class="p chunk" id="c_1414">
,
</span>
layout
<span class="o chunk" id="c_1415">
=
</span>
layout.kamada.kawai
<span class="p chunk" id="c_1416">
,
</span>
vertex.size
<span class="o chunk" id="c_1417">
=
</span>
<span class="m chunk" id="c_1418">
30
</span>
<span class="p chunk" id="c_1419">
,
</span>
vertex.label
<span class="o chunk" id="c_1420">
=
</span>
names.Vertex.Connect
<span class="p chunk" id="c_1421">
)
</span>
<span class="c1 chunk" id="c_1422">
##Eliminating some week links to see the stronger one
</span>
EprimeconnectResum
<span class="o chunk" id="c_1423">
<-
</span>
Eprimeconnect
dEprimeconnect
<span class="o chunk" id="c_1424">
=
</span>
dim
<span class="p chunk" id="c_1425">
(
</span>
Eprimeconnect
<span class="p chunk" id="c_1426">
)
</span>
<span class="kr chunk" id="c_1427">
for
</span>
<span class="p chunk" id="c_1428">
(
</span>
i in
<span class="m chunk" id="c_1429">
1
</span>
:dEprimeconnect
<span class="p chunk" id="c_1430">
[
</span>
<span class="m chunk" id="c_1431">
1
</span>
<span class="p chunk" id="c_1432">
])
</span>
<span class="p chunk" id="c_1433">
(
</span>
<span class="kr chunk" id="c_1434">
for
</span>
<span class="p chunk" id="c_1435">
(
</span>
j in
<span class="m chunk" id="c_1436">
1
</span>
:dEprimeconnect
<span class="p chunk" id="c_1437">
[
</span>
<span class="m chunk" id="c_1438">
2
</span>
<span class="p chunk" id="c_1439">
])
</span>
<span class="p chunk" id="c_1440">
(
</span>
<span class="kr chunk" id="c_1441">
if
</span>
<span class="p chunk" id="c_1442">
(
</span>
Eprimeconnect
<span class="p chunk" id="c_1443">
[
</span>
i
<span class="p chunk" id="c_1444">
,
</span>
j
<span class="p chunk" id="c_1445">
]
</span>
<span class="o chunk" id="c_1446">
<
</span>
<span class="m chunk" id="c_1447">
200
</span>
<span class="p chunk" id="c_1448">
)
</span>
<span class="p chunk" id="c_1449">
{
</span>
EprimeconnectResum
<span class="p chunk" id="c_1450">
[
</span>
i
<span class="p chunk" id="c_1451">
,
</span>
j
<span class="p chunk" id="c_1452">
]
</span>
<span class="o chunk" id="c_1453">
<-
</span>
<span class="m chunk" id="c_1454">
0
</span>
<span class="p chunk" id="c_1455">
}
</span>
<span class="kr chunk" id="c_1456">
else
</span>
<span class="p chunk" id="c_1457">
{
</span>
EprimeconnectResum
<span class="p chunk" id="c_1458">
[
</span>
i
<span class="p chunk" id="c_1459">
,
</span>
j
<span class="p chunk" id="c_1460">
]
</span>
<span class="o chunk" id="c_1461">
<-
</span>
Eprimeconnect
<span class="p chunk" id="c_1462">
[
</span>
i
<span class="p chunk" id="c_1463">
,
</span>
j
<span class="p chunk" id="c_1464">
]}
</span>
<span class="p chunk" id="c_1465">
))
</span>
FconnectResum
<span class="o chunk" id="c_1466">
=
</span>
graph.adjacency
<span class="p chunk" id="c_1467">
(
</span>
EprimeconnectResum
<span class="p chunk" id="c_1468">
,
</span>
diag
<span class="o chunk" id="c_1469">
=
</span>
<span class="kc chunk" id="c_1470">
FALSE
</span>
<span class="p chunk" id="c_1471">
,
</span>
weighted
<span class="o chunk" id="c_1472">
=
</span>
<span class="kc chunk" id="c_1473">
TRUE
</span>
<span class="p chunk" id="c_1474">
,
</span>
mode
<span class="o chunk" id="c_1475">
=
</span>
<span class="s chunk" id="c_1476">
"undirected"
</span>
<span class="p chunk" id="c_1477">
)
</span>
names.Vertex.Connect.resum
<span class="o chunk" id="c_1478">
=
</span>
substring
<span class="p chunk" id="c_1479">
(
</span>
rownames
<span class="p chunk" id="c_1480">
(
</span>
EprimeconnectResum
<span class="p chunk" id="c_1481">
),
</span>
<span class="m chunk" id="c_1482">
1
</span>
<span class="p chunk" id="c_1483">
,
</span>
<span class="m chunk" id="c_1484">
10
</span>
<span class="p chunk" id="c_1485">
)
</span>
plot.igraph
<span class="p chunk" id="c_1486">
(
</span>
FconnectResum
<span class="p chunk" id="c_1487">
,
</span>
layout
<span class="o chunk" id="c_1488">
=
</span>
layout.fruchterman.reingold
<span class="p chunk" id="c_1489">
,
</span>
vertex.size
<span class="o chunk" id="c_1490">
=
</span>
<span class="m chunk" id="c_1491">
15
</span>
<span class="p chunk" id="c_1492">
,
</span>
vertex.label
<span class="o chunk" id="c_1493">
=
</span>
names.Vertex.Connect.resum
<span class="p chunk" id="c_1494">
)
</span>
clusters
<span class="p chunk" id="c_1495">
(
</span>
FconnectResum
<span class="p chunk" id="c_1496">
)
</span>
plot.igraph
<span class="p chunk" id="c_1497">
(
</span>
FconnectResum
<span class="p chunk" id="c_1498">
,
</span>
layout
<span class="o chunk" id="c_1499">
=
</span>
layout.kamada.kawai
<span class="p chunk" id="c_1500">
,
</span>
vertex.size
<span class="o chunk" id="c_1501">
=
</span>
<span class="m chunk" id="c_1502">
30
</span>
<span class="p chunk" id="c_1503">
,
</span>
vertex.label
<span class="o chunk" id="c_1504">
=
</span>
names.Vertex.Connect
<span class="p chunk" id="c_1505">
)
</span>
<span class="c1 chunk" id="c_1506">
### moiiie !
</span>
tkplot
<span class="p chunk" id="c_1507">
(
</span>
<span class="k-Variable chunk" id="c_1508">
F
</span>
<span class="p chunk" id="c_1509">
,
</span>
canvas.width
<span class="o chunk" id="c_1510">
=
</span>
<span class="m chunk" id="c_1511">
600
</span>
<span class="p chunk" id="c_1512">
,
</span>
canvas.height
<span class="o chunk" id="c_1513">
=
</span>
<span class="m chunk" id="c_1514">
500
</span>
<span class="p chunk" id="c_1515">
,
</span>
vertex.label
<span class="o chunk" id="c_1516">
=
</span>
names.Vertex
<span class="p chunk" id="c_1517">
)
</span>
tkplot
<span class="p chunk" id="c_1518">
(
</span>
Fconnect
<span class="p chunk" id="c_1519">
,
</span>
canvas.width
<span class="o chunk" id="c_1520">
=
</span>
<span class="m chunk" id="c_1521">
600
</span>
<span class="p chunk" id="c_1522">
,
</span>
canvas.height
<span class="o chunk" id="c_1523">
=
</span>
<span class="m chunk" id="c_1524">
500
</span>
<span class="p chunk" id="c_1525">
,
</span>
vertex.label
<span class="o chunk" id="c_1526">
=
</span>
names.Vertex.Connect
<span class="p chunk" id="c_1527">
)
</span>
tkplot
<span class="p chunk" id="c_1528">
(
</span>
FconnectResum
<span class="p chunk" id="c_1529">
,
</span>
canvas.width
<span class="o chunk" id="c_1530">
=
</span>
<span class="m chunk" id="c_1531">
600
</span>
<span class="p chunk" id="c_1532">
,
</span>
canvas.height
<span class="o chunk" id="c_1533">
=
</span>
<span class="m chunk" id="c_1534">
500
</span>
<span class="p chunk" id="c_1535">
,
</span>
vertex.label
<span class="o chunk" id="c_1536">
=
</span>
names.Vertex.Connect.resum
<span class="p chunk" id="c_1537">
)
</span>
<span class="c1 chunk" id="c_1538">
### pourquoi pas tant qu'on y est...
</span>
pagerank
<span class="o chunk" id="c_1539">
=
</span>
page.rank
<span class="p chunk" id="c_1540">
(
</span>
<span class="k-Variable chunk" id="c_1541">
F
</span>
<span class="p chunk" id="c_1542">
)
</span>
pagerank2
<span class="o chunk" id="c_1543">
=
</span>
as.data.frame
<span class="p chunk" id="c_1544">
(
</span>
pagerank
<span class="p chunk" id="c_1545">
$
</span>
vector
<span class="p chunk" id="c_1546">
)
</span>
rownames
<span class="p chunk" id="c_1547">
(
</span>
pagerank2
<span class="p chunk" id="c_1548">
)
</span>
<span class="o chunk" id="c_1549">
<-
</span>
rownames
<span class="p chunk" id="c_1550">
(
</span>
Eprime
<span class="p chunk" id="c_1551">
)
</span>
par
<span class="p chunk" id="c_1552">
(
</span>
mai
<span class="o chunk" id="c_1553">
=
</span>
c
<span class="p chunk" id="c_1554">
(
</span>
<span class="m chunk" id="c_1555">
.5
</span>
<span class="p chunk" id="c_1556">
,
</span>
<span class="m chunk" id="c_1557">
2
</span>
<span class="p chunk" id="c_1558">
,
</span>
<span class="m chunk" id="c_1559">
.4
</span>
<span class="p chunk" id="c_1560">
,
</span>
<span class="m chunk" id="c_1561">
.5
</span>
<span class="p chunk" id="c_1562">
))
</span>
barplot
<span class="p chunk" id="c_1563">
(
</span>
height
<span class="o chunk" id="c_1564">
=
</span>
pagerank2
<span class="p chunk" id="c_1565">
[,
</span>
<span class="m chunk" id="c_1566">
1
</span>
<span class="p chunk" id="c_1567">
],
</span>
ylab
<span class="o chunk" id="c_1568">
=
</span>
<span class="s chunk" id="c_1569">
""
</span>
<span class="p chunk" id="c_1570">
,
</span>
horiz
<span class="o chunk" id="c_1571">
=
</span>
<span class="kc chunk" id="c_1572">
TRUE
</span>
<span class="p chunk" id="c_1573">
,
</span>
beside
<span class="o chunk" id="c_1574">
=
</span>
<span class="kc chunk" id="c_1575">
TRUE
</span>
<span class="p chunk" id="c_1576">
,
</span>
names
<span class="o chunk" id="c_1577">
=
</span>
rownames
<span class="p chunk" id="c_1578">
(
</span>
Eprime
<span class="p chunk" id="c_1579">
),
</span>
col
<span class="o chunk" id="c_1580">
=
</span>
<span class="s chunk" id="c_1581">
"#4682B4"
</span>
<span class="p chunk" id="c_1582">
,
</span>
las
<span class="o chunk" id="c_1583">
=
</span>
<span class="m chunk" id="c_1584">
1
</span>
<span class="p chunk" id="c_1585">
,
</span>
main
<span class="o chunk" id="c_1586">
=
</span>
<span class="s chunk" id="c_1587">
"Page rank of the artists"
</span>
<span class="p chunk" id="c_1588">
)
</span>
</pre>
</div>
</td>
</tr>
</table>