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JulienAssouline/arms_transfer_2012_2016.csv

Last active November 20, 2017 02:39
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small multiples map with different country fill for each multiple
Raw
arms_transfer_2012_2016.csv
Exporter Importer Latitude_exp Longitude_exp Latitude_imp Longitude_imp Millions
0 Brazil Afghanistan -14.235004 -51.92528 33.93911 67.709953 88.0
1 Brazil Angola -14.235004 -51.92528 -11.202692 17.873887 26.0
2 Brazil Argentina -14.235004 -51.92528 -38.416097 -63.616672 0.0
3 Brazil Bolivia -14.235004 -51.92528 -16.290154 -63.588653 4.0
4 Brazil Brazil -14.235004 -51.92528 -14.235004 -51.92528 0.0
5 Brazil Burkina Faso -14.235004 -51.92528 12.238333 -1.561593 0.0
6 Brazil Cape Verde -14.235004 -51.92528 16.002082 -24.013197 0.0
7 Brazil Chile -14.235004 -51.92528 -35.675147 -71.542969 0.0
8 Brazil Colombia -14.235004 -51.92528 4.570868 -74.297333 1.0
9 Brazil Comoros -14.235004 -51.92528 -11.875001 43.872219 1.0
10 Brazil Cyprus -14.235004 -51.92528 35.126413 33.429859 0.0
11 Brazil Dominican Republic -14.235004 -51.92528 18.735693 -70.162651 0.0
12 Brazil Ecuador -14.235004 -51.92528 -1.831239 -78.183406 0.0
13 Brazil Egypt -14.235004 -51.92528 26.820553000000004 30.802498 0.0
14 Brazil France -14.235004 -51.92528 46.227638 2.213749 0.0
15 Brazil Gabon -14.235004 -51.92528 -0.803689 11.609444 0.0
16 Brazil Greece -14.235004 -51.92528 39.074208 21.824312 0.0
17 Brazil Guyana -14.235004 -51.92528 4.860416000000002 -58.93018000000001 0.0
18 Brazil Honduras -14.235004 -51.92528 15.199998999999998 -86.241905 0.0
19 Brazil Indonesia -14.235004 -51.92528 -0.789275 113.921327 106.0
20 Brazil Iran -14.235004 -51.92528 32.427908 53.68804599999999 0.0
21 Brazil Iraq -14.235004 -51.92528 33.223191 43.679291 0.0
22 Brazil Jordan -14.235004 -51.92528 30.585164 36.238414 0.0
23 Brazil Libya -14.235004 -51.92528 26.3351 17.228331 0.0
24 Brazil Malaysia -14.235004 -51.92528 4.210483999999999 101.975766 0.0
25 Brazil Mauritania -14.235004 -51.92528 21.00789 -10.940835 18.0
26 Brazil Mexico -14.235004 -51.92528 23.634501 -102.552784 0.0
27 Brazil Mozambique -14.235004 -51.92528 -18.665695 35.529562 3.0
28 Brazil Namibia -14.235004 -51.92528 -22.95764 18.49041 0.0
29 Brazil Nigeria -14.235004 -51.92528 9.081999 8.675277000000001 0.0
30 Brazil Pakistan -14.235004 -51.92528 30.375321000000003 69.345116 16.0
31 Brazil Paraguay -14.235004 -51.92528 -23.442503 -58.44383199999999 0.0
32 Brazil Peru -14.235004 -51.92528 -9.189967 -75.015152 0.0
33 Brazil Qatar -14.235004 -51.92528 25.354826 51.183884 0.0
34 Brazil Saudi Arabia -14.235004 -51.92528 23.885942 45.079162 0.0
35 Brazil South Korea -14.235004 -51.92528 35.90775700000001 127.766922 0.0
36 Brazil Suriname -14.235004 -51.92528 3.919305000000001 -56.02778299999999 0.0
37 Brazil Togo -14.235004 -51.92528 8.619543 0.824782 0.0
38 Brazil Tunisia -14.235004 -51.92528 33.886917 9.537499 0.0
39 Brazil United Kingdom -14.235004 -51.92528 55.378051 -3.435973 0.0
40 Brazil Uruguay -14.235004 -51.92528 -32.522779 -55.765835 0.0
41 Brazil Venezuela -14.235004 -51.92528 6.42375 -66.58973 0.0
42 Brazil Zimbabwe -14.235004 -51.92528 -19.015438 29.154857 0.0
43 Canada Afghanistan 56.130366 -106.346771 33.93911 67.709953 12.0
44 Canada Algeria 56.130366 -106.346771 28.033886 1.6596259999999998 0.0
45 Canada Angola 56.130366 -106.346771 -11.202692 17.873887 4.0
46 Canada Argentina 56.130366 -106.346771 -38.416097 -63.616672 0.0
47 Canada Australia 56.130366 -106.346771 -25.274398 133.775136 0.0
48 Canada Austria 56.130366 -106.346771 47.516231 14.550072 0.0
49 Canada Belgium 56.130366 -106.346771 50.503887 4.469936 0.0
50 Canada Bolivia 56.130366 -106.346771 -16.290154 -63.588653 0.0
51 Canada Botswana 56.130366 -106.346771 -22.328474 24.684866 3.0
52 Canada Brazil 56.130366 -106.346771 -14.235004 -51.92528 3.0
53 Canada Brunei 56.130366 -106.346771 4.535277 114.727669 0.0
54 Canada Bulgaria 56.130366 -106.346771 42.733883 25.48583 0.0
55 Canada Burkina Faso 56.130366 -106.346771 12.238333 -1.561593 0.0
56 Canada Cambodia 56.130366 -106.346771 12.565679 104.990963 4.0
57 Canada Cameroon 56.130366 -106.346771 7.369722 12.354722 4.0
58 Canada Chad 56.130366 -106.346771 15.454166 18.732207 0.0
59 Canada Chile 56.130366 -106.346771 -35.675147 -71.542969 0.0
60 Canada China 56.130366 -106.346771 35.86166 104.195397 0.0
61 Canada Colombia 56.130366 -106.346771 4.570868 -74.297333 15.0
62 Canada Congo 56.130366 -106.346771 -0.228021 15.827659 5.0
63 Canada Croatia 56.130366 -106.346771 45.1 15.2 0.0
64 Canada Cuba 56.130366 -106.346771 21.521757 -77.78116700000002 0.0
65 Canada Cyprus 56.130366 -106.346771 35.126413 33.429859 0.0
66 Canada Czech Republic 56.130366 -106.346771 49.817492 15.472962 0.0
67 Canada DR Congo 56.130366 -106.346771 -4.0383330000000015 21.758664000000003 0.0
68 Canada Denmark 56.130366 -106.346771 56.26392 9.501785 0.0
69 Canada Djibouti 56.130366 -106.346771 11.825138 42.590275 2.0
70 Canada Dominican Republic 56.130366 -106.346771 18.735693 -70.162651 0.0
71 Canada Ecuador 56.130366 -106.346771 -1.831239 -78.183406 8.0
72 Canada Egypt 56.130366 -106.346771 26.820553000000004 30.802498 44.0
73 Canada Equatorial Guinea 56.130366 -106.346771 1.6508009999999995 10.267895 2.0
74 Canada Ethiopia 56.130366 -106.346771 9.145 40.489673 0.0
75 Canada Finland 56.130366 -106.346771 61.92411 25.748151 0.0
76 Canada France 56.130366 -106.346771 46.227638 2.213749 0.0
77 Canada Gabon 56.130366 -106.346771 -0.803689 11.609444 0.0
78 Canada Germany 56.130366 -106.346771 51.165691 10.451526 28.0
79 Canada Ghana 56.130366 -106.346771 7.9465270000000015 -1.0231940000000002 11.0
80 Canada Greece 56.130366 -106.346771 39.074208 21.824312 0.0
81 Canada Guatemala 56.130366 -106.346771 15.783471 -90.230759 0.0
82 Canada Haiti 56.130366 -106.346771 18.971187 -72.28521500000002 0.0
83 Canada Honduras 56.130366 -106.346771 15.199998999999998 -86.241905 0.0
84 Canada India 56.130366 -106.346771 20.593684 78.96288 125.0
85 Canada Indonesia 56.130366 -106.346771 -0.789275 113.921327 31.0
86 Canada Iran 56.130366 -106.346771 32.427908 53.68804599999999 0.0
87 Canada Iraq 56.130366 -106.346771 33.223191 43.679291 0.0
88 Canada Ireland 56.130366 -106.346771 53.41291 -8.243889999999999 0.0
89 Canada Israel 56.130366 -106.346771 31.046051 34.851612 1.0
90 Canada Italy 56.130366 -106.346771 41.87194 12.56738 4.0
91 Canada Jamaica 56.130366 -106.346771 18.109581 -77.297508 0.0
92 Canada Jordan 56.130366 -106.346771 30.585164 36.238414 2.0
93 Canada Kazakhstan 56.130366 -106.346771 48.019573 66.923684 12.0
94 Canada Kenya 56.130366 -106.346771 -0.023559 37.906193 0.0
95 Canada Kuwait 56.130366 -106.346771 29.31166 47.481766 0.0
96 Canada Laos 56.130366 -106.346771 19.85627 102.495496 8.0
97 Canada Lebanon 56.130366 -106.346771 33.854721000000005 35.862285 0.0
98 Canada Libya 56.130366 -106.346771 26.3351 17.228331 136.0
99 Canada Malaysia 56.130366 -106.346771 4.210483999999999 101.975766 3.0
100 Canada Mali 56.130366 -106.346771 17.570692 -3.996166000000001 2.0
101 Canada Mauritania 56.130366 -106.346771 21.00789 -10.940835 2.0
102 Canada Mexico 56.130366 -106.346771 23.634501 -102.552784 52.0
103 Canada Morocco 56.130366 -106.346771 31.791702 -7.09262 2.0
104 Canada Myanmar 56.130366 -106.346771 21.913965 95.956223 0.0
105 Canada Netherlands 56.130366 -106.346771 52.132633 5.291266 0.0
106 Canada New Zealand 56.130366 -106.346771 -40.900557 174.88597099999996 6.0
107 Canada Nigeria 56.130366 -106.346771 9.081999 8.675277000000001 6.0
108 Canada Norway 56.130366 -106.346771 60.472024 8.468946 0.0
109 Canada Oman 56.130366 -106.346771 21.512583 55.92325500000001 16.0
110 Canada Pakistan 56.130366 -106.346771 30.375321000000003 69.345116 18.0
111 Canada Panama 56.130366 -106.346771 8.537981 -80.782127 0.0
112 Canada Paraguay 56.130366 -106.346771 -23.442503 -58.44383199999999 0.0
113 Canada Peru 56.130366 -106.346771 -9.189967 -75.015152 48.0
114 Canada Philippines 56.130366 -106.346771 12.879721 121.774017 6.0
115 Canada Poland 56.130366 -106.346771 51.919438 19.145136 16.0
116 Canada Portugal 56.130366 -106.346771 39.399872 -8.224454 0.0
117 Canada Qatar 56.130366 -106.346771 25.354826 51.183884 15.0
118 Canada Romania 56.130366 -106.346771 45.943161 24.96676 0.0
119 Canada Saudi Arabia 56.130366 -106.346771 23.885942 45.079162 234.0
120 Canada Senegal 56.130366 -106.346771 14.497401000000002 -14.452362 0.0
121 Canada Singapore 56.130366 -106.346771 1.352083 103.819836 0.0
122 Canada Slovenia 56.130366 -106.346771 46.151241 14.995463 0.0
123 Canada South Africa 56.130366 -106.346771 -30.559482 22.937506 0.0
124 Canada South Korea 56.130366 -106.346771 35.90775700000001 127.766922 0.0
125 Canada Spain 56.130366 -106.346771 40.463667 -3.74922 0.0
126 Canada Sri Lanka 56.130366 -106.346771 7.873054 80.77179699999998 0.0
127 Canada Sudan 56.130366 -106.346771 12.862807 30.217636 31.0
128 Canada Suriname 56.130366 -106.346771 3.919305000000001 -56.02778299999999 0.0
129 Canada Sweden 56.130366 -106.346771 60.128161 18.643501 0.0
130 Canada Switzerland 56.130366 -106.346771 46.818188 8.227511999999999 1.0
131 Canada Syria 56.130366 -106.346771 34.802075 38.99681500000001 0.0
132 Canada Taiwan 56.130366 -106.346771 23.69781 120.960515 0.0
133 Canada Tanzania 56.130366 -106.346771 -6.369028 34.888822 0.0
134 Canada Thailand 56.130366 -106.346771 15.870032 100.992541 2.0
135 Canada Togo 56.130366 -106.346771 8.619543 0.824782 0.0
136 Canada Tunisia 56.130366 -106.346771 33.886917 9.537499 2.0
137 Canada Turkey 56.130366 -106.346771 38.963745 35.243322 13.0
138 Canada Uganda 56.130366 -106.346771 1.373333 32.290275 0.0
139 Canada Ukraine 56.130366 -106.346771 48.379433 31.16558 9.0
140 Canada United Kingdom 56.130366 -106.346771 55.378051 -3.435973 0.0
141 Canada United States 56.130366 -106.346771 37.09024 -95.712891 265.0
142 Canada Uruguay 56.130366 -106.346771 -32.522779 -55.765835 0.0
143 Canada Uzbekistan 56.130366 -106.346771 41.377491 64.585262 8.0
144 Canada Venezuela 56.130366 -106.346771 6.42375 -66.58973 0.0
145 Canada Vietnam 56.130366 -106.346771 14.058324 108.277199 28.0
146 Canada Yemen 56.130366 -106.346771 15.552727 48.516388 0.0
147 Canada Zambia 56.130366 -106.346771 -13.133897 27.849332 0.0
148 China Albania 35.86166 104.195397 41.153332 20.168331 0.0
149 China Algeria 35.86166 104.195397 28.033886 1.6596259999999998 814.0
150 China Angola 35.86166 104.195397 -11.202692 17.873887 1.0
151 China Argentina 35.86166 104.195397 -38.416097 -63.616672 0.0
152 China Armenia 35.86166 104.195397 40.069099 45.038189 0.0
153 China Bahamas 35.86166 104.195397 25.03428 -77.39628 0.0
154 China Bahrain 35.86166 104.195397 25.930414000000006 50.637772 4.0
155 China Bangladesh 35.86166 104.195397 23.684994 90.356331 1564.0
156 China Belarus 35.86166 104.195397 53.709807 27.953389 2.0
157 China Benin 35.86166 104.195397 9.30769 2.315834 0.0
158 China Bolivia 35.86166 104.195397 -16.290154 -63.588653 24.0
159 China Bosnia and Herzegovina 35.86166 104.195397 43.915886 17.679076000000006 0.0
160 China Burkina Faso 35.86166 104.195397 12.238333 -1.561593 0.0
161 China Burundi 35.86166 104.195397 -3.373056 29.918886 5.0
162 China Cambodia 35.86166 104.195397 12.565679 104.990963 54.0
163 China Cameroon 35.86166 104.195397 7.369722 12.354722 198.0
164 China Chad 35.86166 104.195397 15.454166 18.732207 39.0
165 China Congo 35.86166 104.195397 -0.228021 15.827659 0.0
166 China DR Congo 35.86166 104.195397 -4.0383330000000015 21.758664000000003 0.0
167 China Djibouti 35.86166 104.195397 11.825138 42.590275 14.0
168 China Ecuador 35.86166 104.195397 -1.831239 -78.183406 0.0
169 China Egypt 35.86166 104.195397 26.820553000000004 30.802498 3.0
170 China Equatorial Guinea 35.86166 104.195397 1.6508009999999995 10.267895 0.0
171 China Eritrea 35.86166 104.195397 15.179384 39.78233400000001 0.0
172 China Ethiopia 35.86166 104.195397 9.145 40.489673 54.0
173 China Gabon 35.86166 104.195397 -0.803689 11.609444 0.0
174 China Gambia 35.86166 104.195397 13.443182 -15.310139 0.0
175 China Ghana 35.86166 104.195397 7.9465270000000015 -1.0231940000000002 35.0
176 China Guinea 35.86166 104.195397 9.945587 -9.696645 0.0
177 China Guinea-Bissau 35.86166 104.195397 11.803749 -15.180413 0.0
178 China Guyana 35.86166 104.195397 4.860416000000002 -58.93018000000001 0.0
179 China Indonesia 35.86166 104.195397 -0.789275 113.921327 271.0
180 China Iran 35.86166 104.195397 32.427908 53.68804599999999 58.0
181 China Iraq 35.86166 104.195397 33.223191 43.679291 17.0
182 China Jordan 35.86166 104.195397 30.585164 36.238414 9.0
183 China Kazakhstan 35.86166 104.195397 48.019573 66.923684 6.0
184 China Kenya 35.86166 104.195397 -0.023559 37.906193 27.0
185 China Kuwait 35.86166 104.195397 29.31166 47.481766 0.0
186 China Laos 35.86166 104.195397 19.85627 102.495496 31.0
187 China Libya 35.86166 104.195397 26.3351 17.228331 0.0
188 China Malaysia 35.86166 104.195397 4.210483999999999 101.975766 0.0
189 China Mali 35.86166 104.195397 17.570692 -3.996166000000001 0.0
190 China Mauritania 35.86166 104.195397 21.00789 -10.940835 34.0
191 China Mexico 35.86166 104.195397 23.634501 -102.552784 0.0
192 China Morocco 35.86166 104.195397 31.791702 -7.09262 34.0
193 China Myanmar 35.86166 104.195397 21.913965 95.956223 884.0
194 China Namibia 35.86166 104.195397 -22.95764 18.49041 61.0
195 China Nepal 35.86166 104.195397 28.394857 84.12400799999998 0.0
196 China Nicaragua 35.86166 104.195397 12.865416 -85.207229 0.0
197 China Niger 35.86166 104.195397 17.607789 8.081666 0.0
198 China Nigeria 35.86166 104.195397 9.081999 8.675277000000001 115.0
199 China North Korea 35.86166 104.195397 40.339852 127.510093 0.0
200 China Oman 35.86166 104.195397 21.512583 55.92325500000001 0.0
201 China Pakistan 35.86166 104.195397 30.375321000000003 69.345116 3078.0
202 China Peru 35.86166 104.195397 -9.189967 -75.015152 13.0
203 China Romania 35.86166 104.195397 45.943161 24.96676 0.0
204 China Rwanda 35.86166 104.195397 -1.940278 29.873888 0.0
205 China Saudi Arabia 35.86166 104.195397 23.885942 45.079162 14.0
206 China Senegal 35.86166 104.195397 14.497401000000002 -14.452362 16.0
207 China Seychelles 35.86166 104.195397 -4.679574 55.491977 10.0
208 China Sierra Leone 35.86166 104.195397 8.460555000000001 -11.779889 0.0
209 China Somalia 35.86166 104.195397 5.152149 46.199616 0.0
210 China Sri Lanka 35.86166 104.195397 7.873054 80.77179699999998 0.0
211 China Sudan 35.86166 104.195397 12.862807 30.217636 140.0
212 China Syria 35.86166 104.195397 34.802075 38.99681500000001 5.0
213 China Tanzania 35.86166 104.195397 -6.369028 34.888822 247.0
214 China Thailand 35.86166 104.195397 15.870032 100.992541 129.0
215 China Timor-Leste 35.86166 104.195397 -8.874217 125.727539 0.0
216 China Trinidad and Tobago 35.86166 104.195397 10.691803 -61.222503 16.0
217 China Tunisia 35.86166 104.195397 33.886917 9.537499 0.0
218 China Turkey 35.86166 104.195397 38.963745 35.243322 35.0
219 China Turkmenistan 35.86166 104.195397 38.969719 59.556278000000006 230.0
220 China Uganda 35.86166 104.195397 1.373333 32.290275 0.0
221 China Venezuela 35.86166 104.195397 6.42375 -66.58973 398.0
222 China Vietnam 35.86166 104.195397 14.058324 108.277199 0.0
223 China Yemen 35.86166 104.195397 15.552727 48.516388 0.0
224 China Zambia 35.86166 104.195397 -13.133897 27.849332 77.0
225 China Zimbabwe 35.86166 104.195397 -19.015438 29.154857 0.0
226 France Albania 46.227638 2.213749 41.153332 20.168331 29.0
227 France Algeria 46.227638 2.213749 28.033886 1.6596259999999998 26.0
228 France Angola 46.227638 2.213749 -11.202692 17.873887 0.0
229 France Argentina 46.227638 2.213749 -38.416097 -63.616672 12.0
230 France Australia 46.227638 2.213749 -25.274398 133.775136 380.0
231 France Austria 46.227638 2.213749 47.516231 14.550072 0.0
232 France Bahrain 46.227638 2.213749 25.930414000000006 50.637772 3.0
233 France Bangladesh 46.227638 2.213749 23.684994 90.356331 27.0
234 France Belgium 46.227638 2.213749 50.503887 4.469936 86.0
235 France Benin 46.227638 2.213749 9.30769 2.315834 20.0
236 France Bhutan 46.227638 2.213749 27.514162 90.433601 2.0
237 France Bolivia 46.227638 2.213749 -16.290154 -63.588653 37.0
238 France Botswana 46.227638 2.213749 -22.328474 24.684866 0.0
239 France Brazil 46.227638 2.213749 -14.235004 -51.92528 206.0
240 France Brunei 46.227638 2.213749 4.535277 114.727669 33.0
241 France Bulgaria 46.227638 2.213749 42.733883 25.48583 5.0
242 France Burkina Faso 46.227638 2.213749 12.238333 -1.561593 2.0
243 France Burundi 46.227638 2.213749 -3.373056 29.918886 0.0
244 France Cambodia 46.227638 2.213749 12.565679 104.990963 0.0
245 France Cameroon 46.227638 2.213749 7.369722 12.354722 10.0
246 France Canada 46.227638 2.213749 56.130366 -106.346771 0.0
247 France Central African Republic 46.227638 2.213749 6.611111 20.939444 0.0
248 France Chad 46.227638 2.213749 15.454166 18.732207 4.0
249 France Chile 46.227638 2.213749 -35.675147 -71.542969 84.0
250 France China 46.227638 2.213749 35.86166 104.195397 941.0
251 France Colombia 46.227638 2.213749 4.570868 -74.297333 16.0
252 France Comoros 46.227638 2.213749 -11.875001 43.872219 0.0
253 France Congo 46.227638 2.213749 -0.228021 15.827659 0.0
254 France Cote d'Ivoire 46.227638 2.213749 7.539989 -5.54708 18.0
255 France Cyprus 46.227638 2.213749 35.126413 33.429859 0.0
256 France DR Congo 46.227638 2.213749 -4.0383330000000015 21.758664000000003 0.0
257 France Denmark 46.227638 2.213749 56.26392 9.501785 6.0
258 France Djibouti 46.227638 2.213749 11.825138 42.590275 6.0
259 France Dominican Republic 46.227638 2.213749 18.735693 -70.162651 0.0
260 France Ecuador 46.227638 2.213749 -1.831239 -78.183406 17.0
261 France Egypt 46.227638 2.213749 26.820553000000004 30.802498 1667.0
262 France El Salvador 46.227638 2.213749 13.794185 -88.89653 0.0
263 France Estonia 46.227638 2.213749 58.595272 25.013607 30.0
264 France Ethiopia 46.227638 2.213749 9.145 40.489673 2.0
265 France Fiji 46.227638 2.213749 -16.578193 179.414413 0.0
266 France Finland 46.227638 2.213749 61.92411 25.748151 170.0
267 France Gabon 46.227638 2.213749 -0.803689 11.609444 4.0
268 France Germany 46.227638 2.213749 51.165691 10.451526 78.0
269 France Ghana 46.227638 2.213749 7.9465270000000015 -1.0231940000000002 0.0
270 France Greece 46.227638 2.213749 39.074208 21.824312 141.0
271 France Guatemala 46.227638 2.213749 15.783471 -90.230759 0.0
272 France Guinea 46.227638 2.213749 9.945587 -9.696645 0.0
273 France Guinea-Bissau 46.227638 2.213749 11.803749 -15.180413 0.0
274 France Guyana 46.227638 2.213749 4.860416000000002 -58.93018000000001 0.0
275 France Hungary 46.227638 2.213749 47.162494 19.503304 6.0
276 France India 46.227638 2.213749 20.593684 78.96288 442.0
277 France Indonesia 46.227638 2.213749 -0.789275 113.921327 139.0
278 France Iran 46.227638 2.213749 32.427908 53.68804599999999 0.0
279 France Iraq 46.227638 2.213749 33.223191 43.679291 0.0
280 France Ireland 46.227638 2.213749 53.41291 -8.243889999999999 0.0
281 France Israel 46.227638 2.213749 31.046051 34.851612 0.0
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548 Italy Oman 41.87194 12.56738 21.512583 55.92325500000001 21.0
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554 Italy Portugal 41.87194 12.56738 39.399872 -8.224454 18.0
555 Italy Qatar 41.87194 12.56738 25.354826 51.183884 12.0
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557 Italy Russia 41.87194 12.56738 61.52401 105.318756 54.0
558 Italy Rwanda 41.87194 12.56738 -1.940278 29.873888 0.0
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563 Italy Slovakia 41.87194 12.56738 48.669026 19.699024 2.0
564 Italy Somalia 41.87194 12.56738 5.152149 46.199616 0.0
565 Italy South Africa 41.87194 12.56738 -30.559482 22.937506 0.0
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570 Italy Sweden 41.87194 12.56738 60.128161 18.643501 0.0
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573 Italy Tanzania 41.87194 12.56738 -6.369028 34.888822 0.0
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798 United Kingdom Tanzania 55.378051 -3.435973 -6.369028 34.888822 0.0
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856 United States Equatorial Guinea 37.09024 -95.712891 1.6508009999999995 10.267895 15.0
857 United States Estonia 37.09024 -95.712891 58.595272 25.013607 4.0
858 United States Ethiopia 37.09024 -95.712891 9.145 40.489673 10.0
859 United States Fiji 37.09024 -95.712891 -16.578193 179.414413 0.0
860 United States Finland 37.09024 -95.712891 61.92411 25.748151 319.0
861 United States France 37.09024 -95.712891 46.227638 2.213749 160.0
862 United States Gabon 37.09024 -95.712891 -0.803689 11.609444 0.0
863 United States Georgia 37.09024 -95.712891 42.315407 43.356892 17.0
864 United States Germany 37.09024 -95.712891 51.165691 10.451526 123.0
865 United States Ghana 37.09024 -95.712891 7.9465270000000015 -1.0231940000000002 6.0
866 United States Greece 37.09024 -95.712891 39.074208 21.824312 190.0
867 United States Guatemala 37.09024 -95.712891 15.783471 -90.230759 0.0
868 United States Guinea 37.09024 -95.712891 9.945587 -9.696645 0.0
869 United States Guyana 37.09024 -95.712891 4.860416000000002 -58.93018000000001 0.0
870 United States Haiti 37.09024 -95.712891 18.971187 -72.28521500000002 0.0
871 United States Honduras 37.09024 -95.712891 15.199998999999998 -86.241905 3.0
872 United States Hungary 37.09024 -95.712891 47.162494 19.503304 2.0
873 United States India 37.09024 -95.712891 20.593684 78.96288 2580.0
874 United States Indonesia 37.09024 -95.712891 -0.789275 113.921327 446.0
875 United States Iran 37.09024 -95.712891 32.427908 53.68804599999999 0.0
876 United States Iraq 37.09024 -95.712891 33.223191 43.679291 2564.0
877 United States Ireland 37.09024 -95.712891 53.41291 -8.243889999999999 0.0
878 United States Israel 37.09024 -95.712891 31.046051 34.851612 1068.0
879 United States Italy 37.09024 -95.712891 41.87194 12.56738 1033.0
880 United States Jamaica 37.09024 -95.712891 18.109581 -77.297508 0.0
881 United States Japan 37.09024 -95.712891 36.204824 138.252924 1390.0
882 United States Jordan 37.09024 -95.712891 30.585164 36.238414 256.0
883 United States Kazakhstan 37.09024 -95.712891 48.019573 66.923684 9.0
884 United States Kenya 37.09024 -95.712891 -0.023559 37.906193 21.0
885 United States Kuwait 37.09024 -95.712891 29.31166 47.481766 1231.0
886 United States Laos 37.09024 -95.712891 19.85627 102.495496 0.0
887 United States Latvia 37.09024 -95.712891 56.879635 24.603189 31.0
888 United States Lebanon 37.09024 -95.712891 33.854721000000005 35.862285 118.0
889 United States Lesotho 37.09024 -95.712891 -29.609988 28.233608 0.0
890 United States Liberia 37.09024 -95.712891 6.4280550000000005 -9.429499 0.0
891 United States Libya 37.09024 -95.712891 26.3351 17.228331 8.0
892 United States Lithuania 37.09024 -95.712891 55.169438 23.881275 1.0
893 United States Luxembourg 37.09024 -95.712891 49.815273 6.129583 0.0
894 United States Macedonia 37.09024 -95.712891 41.608635 21.745275 0.0
895 United States Madagascar 37.09024 -95.712891 -18.766947 46.869107 0.0
896 United States Malawi 37.09024 -95.712891 -13.254307999999998 34.301525 0.0
897 United States Malaysia 37.09024 -95.712891 4.210483999999999 101.975766 20.0
898 United States Mali 37.09024 -95.712891 17.570692 -3.996166000000001 0.0
899 United States Malta 37.09024 -95.712891 35.937496 14.375416 8.0
900 United States Marshall Islands 37.09024 -95.712891 7.131474000000001 171.184478 0.0
901 United States Mauritania 37.09024 -95.712891 21.00789 -10.940835 2.0
902 United States Mauritius 37.09024 -95.712891 -20.348404 57.552152 1.0
903 United States Mexico 37.09024 -95.712891 23.634501 -102.552784 671.0
904 United States Micronesia 37.09024 -95.712891 7.425553999999999 150.550812 0.0
905 United States Morocco 37.09024 -95.712891 31.791702 -7.09262 774.0
906 United States Myanmar 37.09024 -95.712891 21.913965 95.956223 0.0
907 United States Namibia 37.09024 -95.712891 -22.95764 18.49041 5.0
908 United States Nepal 37.09024 -95.712891 28.394857 84.12400799999998 0.0
909 United States Netherlands 37.09024 -95.712891 52.132633 5.291266 333.0
910 United States New Zealand 37.09024 -95.712891 -40.900557 174.88597099999996 136.0
911 United States Nicaragua 37.09024 -95.712891 12.865416 -85.207229 0.0
912 United States Niger 37.09024 -95.712891 17.607789 8.081666 11.0
913 United States Nigeria 37.09024 -95.712891 9.081999 8.675277000000001 79.0
914 United States North Korea 37.09024 -95.712891 40.339852 127.510093 0.0
915 United States Norway 37.09024 -95.712891 60.472024 8.468946 319.0
916 United States Oman 37.09024 -95.712891 21.512583 55.92325500000001 646.0
917 United States Pakistan 37.09024 -95.712891 30.375321000000003 69.345116 735.0
918 United States Palau 37.09024 -95.712891 7.51498 134.58252 0.0
919 United States Panama 37.09024 -95.712891 8.537981 -80.782127 15.0
920 United States Papua New Guinea 37.09024 -95.712891 -6.314993 143.95555 0.0
921 United States Paraguay 37.09024 -95.712891 -23.442503 -58.44383199999999 1.0
922 United States Peru 37.09024 -95.712891 -9.189967 -75.015152 24.0
923 United States Philippines 37.09024 -95.712891 12.879721 121.774017 201.0
924 United States Poland 37.09024 -95.712891 51.919438 19.145136 37.0
925 United States Portugal 37.09024 -95.712891 39.399872 -8.224454 31.0
926 United States Qatar 37.09024 -95.712891 25.354826 51.183884 1260.0
927 United States Romania 37.09024 -95.712891 45.943161 24.96676 23.0
928 United States Rwanda 37.09024 -95.712891 -1.940278 29.873888 0.0
929 United States Saint Kitts and Nevis 37.09024 -95.712891 17.357822 -62.782998 0.0
930 United States Saint Vincent and the Grenadines 37.09024 -95.712891 12.984305 -61.287228000000006 0.0
931 United States Saudi Arabia 37.09024 -95.712891 23.885942 45.079162 6083.0
932 United States Senegal 37.09024 -95.712891 14.497401000000002 -14.452362 2.0
933 United States Serbia 37.09024 -95.712891 44.016521 21.005859 0.0
934 United States Seychelles 37.09024 -95.712891 -4.679574 55.491977 1.0
935 United States Sierra Leone 37.09024 -95.712891 8.460555000000001 -11.779889 0.0
936 United States Singapore 37.09024 -95.712891 1.352083 103.819836 1924.0
937 United States Slovenia 37.09024 -95.712891 46.151241 14.995463 1.0
938 United States Somalia 37.09024 -95.712891 5.152149 46.199616 1.0
939 United States South Africa 37.09024 -95.712891 -30.559482 22.937506 9.0
940 United States South Korea 37.09024 -95.712891 35.90775700000001 127.766922 2135.0
941 United States Spain 37.09024 -95.712891 40.463667 -3.74922 272.0
942 United States Sri Lanka 37.09024 -95.712891 7.873054 80.77179699999998 0.0
943 United States Sudan 37.09024 -95.712891 12.862807 30.217636 2.0
944 United States Suriname 37.09024 -95.712891 3.919305000000001 -56.02778299999999 0.0
945 United States Sweden 37.09024 -95.712891 60.128161 18.643501 216.0
946 United States Switzerland 37.09024 -95.712891 46.818188 8.227511999999999 10.0
947 United States Syria 37.09024 -95.712891 34.802075 38.99681500000001 0.0
948 United States Taiwan 37.09024 -95.712891 23.69781 120.960515 2817.0
949 United States Tanzania 37.09024 -95.712891 -6.369028 34.888822 0.0
950 United States Thailand 37.09024 -95.712891 15.870032 100.992541 180.0
951 United States Togo 37.09024 -95.712891 8.619543 0.824782 0.0
952 United States Tonga 37.09024 -95.712891 -21.178986 -175.198242 0.0
953 United States Trinidad and Tobago 37.09024 -95.712891 10.691803 -61.222503 12.0
954 United States Tunisia 37.09024 -95.712891 33.886917 9.537499 104.0
955 United States Turkey 37.09024 -95.712891 38.963745 35.243322 2990.0
956 United States Uganda 37.09024 -95.712891 1.373333 32.290275 4.0
957 United States Ukraine 37.09024 -95.712891 48.379433 31.16558 4.0
958 United States United Kingdom 37.09024 -95.712891 55.378051 -3.435973 1502.0
959 United States Uruguay 37.09024 -95.712891 -32.522779 -55.765835 0.0
960 United States Uzbekistan 37.09024 -95.712891 41.377491 64.585262 35.0
961 United States Venezuela 37.09024 -95.712891 6.42375 -66.58973 6.0
962 United States Vietnam 37.09024 -95.712891 14.058324 108.277199 0.0
963 United States Yemen 37.09024 -95.712891 15.552727 48.516388 15.0
964 United States Zimbabwe 37.09024 -95.712891 -19.015438 29.154857 0.0
Raw
index.html
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>D3: Loading TopoJSON data and generating SVG paths</title>
<script src="https://d3js.org/d3.v4.min.js"></script>
<script src="//d3js.org/topojson.v1.min.js"></script>
<style type="text/css">
/* No style rules here yet */
body,html{
margin: 0;
padding: 0;
font-family: "Arial", sans-serif;
font-size: 11px;
text-align: center;
}
#chart{
background-color: white;
stroke-width: 1;
}
.country{
stroke: white;
stroke-width: 0.1;
}
</style>
</head>
<body>
<script type="text/javascript">
//Width and height
var w = 450;
var h = 800;
var margin = {
top: 10,
bottom: 0,
left: 0,
right: 30
};
var width = w - margin.left - margin.right;
var height = h - margin.top - margin.bottom;
var lineScale = d3.scaleSqrt()
.domain([0, 332])
.range([0.5, 3])
var circleScale = d3.scaleSqrt()
.domain([0, 4445])
.range([0.5, 10])
// define map projection
var projection = d3.geoAzimuthalEquidistant()
.translate([w/2, h/2 - 150])
.scale(100)
// .scale([500]);
//Define default path generator
var path = d3.geoPath()
.projection(projection)
// var svg = d3.select("body")
// .append("svg")
// .attr("id", "chart")
// .attr("width", w)
// .attr("height", h)
// .append("g")
// .attr("transform", "translate(0" + margin.left + "," + margin.top + ")");
d3.json("world.topojson", function(json){
d3.csv("arms_transfer_2012_2016.csv", function(error, data){
// data.forEach(function(d){
// d.Lon_Residence = +d.Lon_Residence
// d.Lat_Residence = +d.Lat_Residence
// })
var countries = topojson.feature(json, json.objects.countries).features
var Exporters = d3.nest()
.key(function(d){ return d.Exporter; })
.entries(data)
console.log(Exporters)
// Add a local variable
var local = d3.local();
var svg = d3.select("body")
.selectAll("svg")
.data(Exporters)
.enter()
.append("svg")
.attr("id", "maps")
.attr("width", w)
.attr("height", h)
.append("g")
.attr("transform", "translate(" + margin.left + "," + margin.top + ")")
.each(function(d){ local.set(this, d.key); })
svg.selectAll(".country")
.data(countries)
.enter()
.append("path")
.attr("class", "country")
.attr("fill", function(d){
if(d.properties.name == local.get(this)){
return "red"
} else {
return "#eeedeb"
}
})
.attr("d", path)
.attr("opacity", function(d){
if(d.properties.name == local.get(this)){
return 0.4
} else {
return 1
}
})
svg.selectAll("circles")
.data(function(d){ return d.values })
.enter()
.append("circle")
.attr("class", "importer")
.attr("r", function(d){
return circleScale(d.Millions)
})
.attr("cx", function(d){
var coords = projection([d.Longitude_imp, d.Latitude_imp])
return coords[0];
})
.attr("cy", function(d){
var coords = projection([d.Longitude_imp, d.Latitude_imp])
return coords[1];
})
.style("fill", function(d){
if(d.Millions > 20){
return "#cd0d0e"
} else {
return "none"
}
})
svg.selectAll(".arcs")
.data(function(d){ return d.values})
.enter()
.append("path")
.style("stroke", function(d){
if(d.Millions > 20){
return "#cd0d0e"
}
})
.attr("d", function(d){
return lngLatToArc(d, 1)
})
.style("fill", "none")
.style("opacity", 0.5)
.style("stroke-width", "0.5px")
svg.append("text")
.attr("x", 100)
.attr("y", 100)
.text(function(d){
return d.Exporter
})
function lngLatToArc(d, bend){
// If no bend is supplied, then do the plain square root
bend = bend || 1;
// `[d.Lon_Origin, d.Lat_Origin]` and `[d.Lon_Residence, d.Lat_Residence]` are arrays of `[lng, lat]`
// Note, people often put these in lat then lng, but mathematically we want x then y which is `lng,lat`
var sourceLngLat = [d.Longitude_exp, d.Latitude_exp],
targetLngLat = [d.Longitude_imp, d.Latitude_imp];
if(targetLngLat && sourceLngLat){
var sourceXY = projection(sourceLngLat),
targetXY = projection(targetLngLat);
// Uncomment this for testing, useful to see if you have any null lng/lat values
// if (!targetXY) console.log(d, targetLngLat, targetXY)
var sourceX = sourceXY[0],
sourceY = sourceXY[1];
var targetX = targetXY[0],
targetY = targetXY[1];
var dx = targetX - sourceX,
dy = targetY - sourceY
dr = Math.sqrt(dx * dx + dy * dy) * bend;
// To avoid a whirlpool effect, make the bend direction consistent regardless of whether the source is east or west of the target
var west_of_source = (targetX - sourceX) < 0;
if (west_of_source) return "M" + targetX + "," + targetY + "A" + dr + "," + dr + " 0 0,1 " + sourceX + "," + sourceY;
return "M" + sourceX + "," + sourceY + "A" + dr + "," + dr + " 0 0,1 " + targetX + "," + targetY;
} else{
return "M0,0,l0,0z";
}
}
})
})
</script>
</body>
</html>
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Raw
world.topojson
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