-
Notifications
You must be signed in to change notification settings - Fork 4
Expand file tree
/
Copy pathtabeller_figurer_interlocks.html
More file actions
232 lines (167 loc) · 156 KB
/
tabeller_figurer_interlocks.html
File metadata and controls
232 lines (167 loc) · 156 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
<!DOCTYPE html>
<!-- saved from url=(0014)about:internet -->
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8"/>
<title>En simpel introduktion til de 1000 største virksomheder i Danmark</title>
<style type="text/css">
body, td {
font-family: sans-serif;
background-color: white;
font-size: 12px;
margin: 8px;
}
tt, code, pre {
font-family: 'DejaVu Sans Mono', 'Droid Sans Mono', 'Lucida Console', Consolas, Monaco, monospace;
}
h1 {
font-size:2.2em;
}
h2 {
font-size:1.8em;
}
h3 {
font-size:1.4em;
}
h4 {
font-size:1.0em;
}
h5 {
font-size:0.9em;
}
h6 {
font-size:0.8em;
}
a:visited {
color: rgb(50%, 0%, 50%);
}
pre {
margin-top: 0;
max-width: 95%;
border: 1px solid #ccc;
white-space: pre-wrap;
}
pre code {
display: block; padding: 0.5em;
}
code.r {
background-color: #F8F8F8;
}
table, td, th {
border: none;
}
blockquote {
color:#666666;
margin:0;
padding-left: 1em;
border-left: 0.5em #EEE solid;
}
hr {
height: 0px;
border-bottom: none;
border-top-width: thin;
border-top-style: dotted;
border-top-color: #999999;
}
@media print {
* {
background: transparent !important;
color: black !important;
filter:none !important;
-ms-filter: none !important;
}
body {
font-size:12pt;
max-width:100%;
}
a, a:visited {
text-decoration: underline;
}
hr {
visibility: hidden;
page-break-before: always;
}
pre, blockquote {
padding-right: 1em;
page-break-inside: avoid;
}
tr, img {
page-break-inside: avoid;
}
img {
max-width: 100% !important;
}
@page :left {
margin: 15mm 20mm 15mm 10mm;
}
@page :right {
margin: 15mm 10mm 15mm 20mm;
}
p, h2, h3 {
orphans: 3; widows: 3;
}
h2, h3 {
page-break-after: avoid;
}
}
</style>
</head>
<body>
<h1>En simpel introduktion til de 1000 største virksomheder i Danmark</h1>
<p>I det her dokument samles tabeller og figurer til analysen af corporate interlocks i Danmark</p>
<pre><code>## Loading required package: plyr
</code></pre>
<pre><code>## Attaching package: 'reshape'
</code></pre>
<pre><code>## The following object(s) are masked from 'package:plyr':
##
## rename, round_any
</code></pre>
<pre><code>## Warning: 'memory.size()' is Windows-specific
</code></pre>
<pre><code>## [1] Inf
</code></pre>
<p>Pareto fordelinger eller Lorentz-kurver for økonomiske variable og netværksvariable.</p>
<pre><code>Warning: Removed 204 rows containing missing values (geom_path).
</code></pre>
<p><img src="data:image/png;base64,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" alt="plot of chunk unnamed-chunk-2"/> <img src="data:image/png;base64,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" alt="plot of chunk unnamed-chunk-2"/> </p>
<h2>Deskriptiv statistik for netværksmål</h2>
<p>Her beskrives data udfra branche. Det er klart at målene i network.by.variable ikke er de rigtige. Der skal laves en funktion specifikt til denne analyse.</p>
<p>Her skal vi have:</p>
<pre><code> All 1. Quantile: Smallest 2. Quantile 3. Quantile 4. Quantile: Largest
Corporations 1037.0 673.0 669.0 671.0 671.0
Ties 2724.0 1170.0 1104.0 1110.0 1122.0
% in central component 49.5 9.5 9.1 9.7 8.3
Average degree 5.3 1.1 0.9 0.9 1.0
Average betweeness 952.8 158.5 172.0 164.2 190.0
Average 3rd neighborhoodsize 53.9 11.3 9.2 10.1 9.7
</code></pre>
<p><img src="data:image/png;base64,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" alt="plot of chunk unnamed-chunk-4"/> </p>
<pre><code>Error: replacement has 527 rows, data has 1037
</code></pre>
<h2>Deskriptiv statistik for inderkredsen - broer og den slags</h2>
<p>Her skal vi have en matrice der siger hvor stor en komponent er alt efter om den er bundet sammen af alle, af CEO, direktion og bestyrelsesformænd</p>
<pre><code>Error: object 'net.inderkreds' not found
</code></pre>
<pre><code>Error: object 'navne' not found
</code></pre>
<pre><code>Error: object 'navne' not found
</code></pre>
<pre><code>Error: object 'rel.i' not found
</code></pre>
<pre><code>Error: object 'post' not found
</code></pre>
<pre><code>Error: object 'rel.i' not found
</code></pre>
<pre><code>Error: object 'rel.d' not found
</code></pre>
<pre><code>Error: object 'navn.d' not found
</code></pre>
<pre><code>Error: object 'navn.d' not found
</code></pre>
<pre><code>Error: object 'navne' not found
</code></pre>
<pre><code>Error: object 'direktør' not found
</code></pre>
</body>
</html>