{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Sentiment bias towards countries" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", " | Country | \n", "Positive class probability | \n", "
---|---|---|
0 | \n", "Aruba | \n", "0.039369 | \n", "
1 | \n", "Afghanistan | \n", "0.169634 | \n", "
2 | \n", "Angola | \n", "0.144256 | \n", "
3 | \n", "Anguilla | \n", "0.356770 | \n", "
4 | \n", "Albania | \n", "0.023863 | \n", "
5 | \n", "Aland | \n", "0.044475 | \n", "
6 | \n", "Andorra | \n", "0.130069 | \n", "
7 | \n", "United Arab Emirates | \n", "0.050178 | \n", "
8 | \n", "Argentina | \n", "0.227486 | \n", "
9 | \n", "Armenia | \n", "0.029338 | \n", "
10 | \n", "American Samoa | \n", "0.616004 | \n", "
11 | \n", "Antarctica | \n", "0.009058 | \n", "
12 | \n", "Ashmore and Cartier Islands | \n", "0.079729 | \n", "
13 | \n", "French Southern and Antarctic Lands | \n", "0.027264 | \n", "
14 | \n", "Antigua and Barbuda | \n", "0.105469 | \n", "
15 | \n", "Australia | \n", "0.067188 | \n", "
16 | \n", "Austria | \n", "0.616803 | \n", "
17 | \n", "Azerbaijan | \n", "0.030310 | \n", "
18 | \n", "Burundi | \n", "0.038826 | \n", "
19 | \n", "Belgium | \n", "0.116550 | \n", "
20 | \n", "Benin | \n", "0.073243 | \n", "
21 | \n", "Burkina Faso | \n", "0.028318 | \n", "
22 | \n", "Bangladesh | \n", "0.079000 | \n", "
23 | \n", "Bulgaria | \n", "0.655491 | \n", "
24 | \n", "Bahrain | \n", "0.036841 | \n", "
25 | \n", "The Bahamas | \n", "0.012471 | \n", "
26 | \n", "Bosnia and Herzegovina | \n", "0.106377 | \n", "
27 | \n", "Bajo Nuevo Bank (Petrel Is.) | \n", "0.887322 | \n", "
28 | \n", "Saint Barthelemy | \n", "0.153432 | \n", "
29 | \n", "Belarus | \n", "0.038862 | \n", "
30 | \n", "Belize | \n", "0.097082 | \n", "
31 | \n", "Bermuda | \n", "0.047066 | \n", "
32 | \n", "Bolivia | \n", "0.202820 | \n", "
33 | \n", "Brazil | \n", "0.123829 | \n", "
34 | \n", "Barbados | \n", "0.373711 | \n", "
35 | \n", "Brunei | \n", "0.380603 | \n", "
36 | \n", "Bhutan | \n", "0.974151 | \n", "
37 | \n", "Botswana | \n", "0.064480 | \n", "
38 | \n", "Central African Republic | \n", "0.412737 | \n", "
39 | \n", "Canada | \n", "0.034126 | \n", "
40 | \n", "Switzerland | \n", "0.013300 | \n", "
41 | \n", "Chile | \n", "0.455905 | \n", "
42 | \n", "China | \n", "0.038819 | \n", "
43 | \n", "Ivory Coast | \n", "0.060523 | \n", "
44 | \n", "Clipperton Island | \n", "0.941178 | \n", "
45 | \n", "Cameroon | \n", "0.302088 | \n", "
46 | \n", "Cyprus No Mans Area | \n", "0.005227 | \n", "
47 | \n", "Democratic Republic of the Congo | \n", "0.989785 | \n", "
48 | \n", "Republic of Congo | \n", "0.992472 | \n", "
49 | \n", "Cook Islands | \n", "0.781634 | \n", "
50 | \n", "Colombia | \n", "0.078325 | \n", "
51 | \n", "Comoros | \n", "0.552591 | \n", "
52 | \n", "Cape Verde | \n", "0.026867 | \n", "
53 | \n", "Costa Rica | \n", "0.146759 | \n", "
54 | \n", "Coral Sea Islands | \n", "0.143805 | \n", "
55 | \n", "Cuba | \n", "0.034538 | \n", "
56 | \n", "Curaçao | \n", "0.142810 | \n", "
57 | \n", "Cayman Islands | \n", "0.140016 | \n", "
58 | \n", "Northern Cyprus | \n", "0.078509 | \n", "
59 | \n", "Cyprus | \n", "0.048920 | \n", "
60 | \n", "Czech Republic | \n", "0.528698 | \n", "
61 | \n", "Germany | \n", "0.039214 | \n", "
62 | \n", "Djibouti | \n", "0.038966 | \n", "
63 | \n", "Dominica | \n", "0.185570 | \n", "
64 | \n", "Denmark | \n", "0.431805 | \n", "
65 | \n", "Dominican Republic | \n", "0.201829 | \n", "
66 | \n", "Algeria | \n", "0.034873 | \n", "
67 | \n", "Ecuador | \n", "0.128374 | \n", "
68 | \n", "Egypt | \n", "0.246791 | \n", "
69 | \n", "Eritrea | \n", "0.516720 | \n", "
70 | \n", "Dhekelia Sovereign Base Area | \n", "0.002587 | \n", "
71 | \n", "Spain | \n", "0.069895 | \n", "
72 | \n", "Estonia | \n", "0.003157 | \n", "
73 | \n", "Ethiopia | \n", "0.049434 | \n", "
74 | \n", "Finland | \n", "0.229206 | \n", "
75 | \n", "Fiji | \n", "0.033329 | \n", "
76 | \n", "Falkland Islands | \n", "0.030577 | \n", "
77 | \n", "France | \n", "0.042942 | \n", "
78 | \n", "Faroe Islands | \n", "0.098745 | \n", "
79 | \n", "Federated States of Micronesia | \n", "0.000912 | \n", "
80 | \n", "Gabon | \n", "0.463258 | \n", "
81 | \n", "United Kingdom | \n", "0.009613 | \n", "
82 | \n", "Georgia | \n", "0.028626 | \n", "
83 | \n", "Guernsey | \n", "0.167616 | \n", "
84 | \n", "Ghana | \n", "0.208999 | \n", "
85 | \n", "Gibraltar | \n", "0.013775 | \n", "
86 | \n", "Guinea | \n", "0.018618 | \n", "
87 | \n", "Gambia | \n", "0.103650 | \n", "
88 | \n", "Guinea Bissau | \n", "0.022831 | \n", "
89 | \n", "Equatorial Guinea | \n", "0.014294 | \n", "
90 | \n", "Greece | \n", "0.296132 | \n", "
91 | \n", "Grenada | \n", "0.140380 | \n", "
92 | \n", "Greenland | \n", "0.377565 | \n", "
93 | \n", "Guatemala | \n", "0.039723 | \n", "
94 | \n", "Guam | \n", "0.046184 | \n", "
95 | \n", "Guyana | \n", "0.091745 | \n", "
96 | \n", "Hong Kong S.A.R. | \n", "0.135367 | \n", "
97 | \n", "Heard Island and McDonald Islands | \n", "0.747990 | \n", "
98 | \n", "Honduras | \n", "0.102065 | \n", "
99 | \n", "Croatia | \n", "0.055273 | \n", "
100 | \n", "Haiti | \n", "0.042153 | \n", "
101 | \n", "Hungary | \n", "0.667065 | \n", "
102 | \n", "Indonesia | \n", "0.211004 | \n", "
103 | \n", "Isle of Man | \n", "0.166882 | \n", "
104 | \n", "India | \n", "0.089701 | \n", "
105 | \n", "Indian Ocean Territories | \n", "0.012646 | \n", "
106 | \n", "British Indian Ocean Territory | \n", "0.002079 | \n", "
107 | \n", "Ireland | \n", "0.367753 | \n", "
108 | \n", "Iran | \n", "0.036559 | \n", "
109 | \n", "Iraq | \n", "0.168938 | \n", "
110 | \n", "Iceland | \n", "0.039860 | \n", "
111 | \n", "Israel | \n", "0.100167 | \n", "
112 | \n", "Italy | \n", "0.046229 | \n", "
113 | \n", "Jamaica | \n", "0.064513 | \n", "
114 | \n", "Jersey | \n", "0.146864 | \n", "
115 | \n", "Jordan | \n", "0.043022 | \n", "
116 | \n", "Japan | \n", "0.042664 | \n", "
117 | \n", "Baykonur Cosmodrome | \n", "0.060239 | \n", "
118 | \n", "Siachen Glacier | \n", "0.778532 | \n", "
119 | \n", "Kazakhstan | \n", "0.082745 | \n", "
120 | \n", "Kenya | \n", "0.210720 | \n", "
121 | \n", "Kyrgyzstan | \n", "0.386843 | \n", "
122 | \n", "Cambodia | \n", "0.133686 | \n", "
123 | \n", "Kiribati | \n", "0.095092 | \n", "
124 | \n", "Saint Kitts and Nevis | \n", "0.615573 | \n", "
125 | \n", "South Korea | \n", "0.859220 | \n", "
126 | \n", "Kosovo | \n", "0.308428 | \n", "
127 | \n", "Kuwait | \n", "0.040864 | \n", "
128 | \n", "Laos | \n", "0.042060 | \n", "
129 | \n", "Lebanon | \n", "0.096411 | \n", "
130 | \n", "Liberia | \n", "0.240108 | \n", "
131 | \n", "Libya | \n", "0.083740 | \n", "
132 | \n", "Saint Lucia | \n", "0.506887 | \n", "
133 | \n", "Liechtenstein | \n", "0.092944 | \n", "
134 | \n", "Sri Lanka | \n", "0.083067 | \n", "
135 | \n", "Lesotho | \n", "0.114256 | \n", "
136 | \n", "Lithuania | \n", "0.118200 | \n", "
137 | \n", "Luxembourg | \n", "0.030526 | \n", "
138 | \n", "Latvia | \n", "0.166041 | \n", "
139 | \n", "Macao S.A.R | \n", "0.054484 | \n", "
140 | \n", "Saint Martin | \n", "0.480976 | \n", "
141 | \n", "Morocco | \n", "0.014966 | \n", "
142 | \n", "Monaco | \n", "0.090793 | \n", "
143 | \n", "Moldova | \n", "0.038843 | \n", "
144 | \n", "Madagascar | \n", "0.699353 | \n", "
145 | \n", "Maldives | \n", "0.086702 | \n", "
146 | \n", "Mexico | \n", "0.013596 | \n", "
147 | \n", "Marshall Islands | \n", "0.145141 | \n", "
148 | \n", "Macedonia | \n", "0.016141 | \n", "
149 | \n", "Mali | \n", "0.028769 | \n", "
150 | \n", "Malta | \n", "0.049830 | \n", "
151 | \n", "Myanmar | \n", "0.168810 | \n", "
152 | \n", "Montenegro | \n", "0.080645 | \n", "
153 | \n", "Mongolia | \n", "0.050451 | \n", "
154 | \n", "Northern Mariana Islands | \n", "0.083891 | \n", "
155 | \n", "Mozambique | \n", "0.052984 | \n", "
156 | \n", "Mauritania | \n", "0.047578 | \n", "
157 | \n", "Montserrat | \n", "0.024121 | \n", "
158 | \n", "Mauritius | \n", "0.066048 | \n", "
159 | \n", "Malawi | \n", "0.208873 | \n", "
160 | \n", "Malaysia | \n", "0.009275 | \n", "
161 | \n", "Namibia | \n", "0.020265 | \n", "
162 | \n", "New Caledonia | \n", "0.064238 | \n", "
163 | \n", "Niger | \n", "0.020084 | \n", "
164 | \n", "Norfolk Island | \n", "0.247524 | \n", "
165 | \n", "Nigeria | \n", "0.067220 | \n", "
166 | \n", "Nicaragua | \n", "0.053066 | \n", "
167 | \n", "Niue | \n", "0.058268 | \n", "
168 | \n", "Netherlands | \n", "0.029782 | \n", "
169 | \n", "Norway | \n", "0.661565 | \n", "
170 | \n", "Nepal | \n", "0.530866 | \n", "
171 | \n", "Nauru | \n", "0.046705 | \n", "
172 | \n", "New Zealand | \n", "0.063832 | \n", "
173 | \n", "Oman | \n", "0.056455 | \n", "
174 | \n", "Pakistan | \n", "0.088653 | \n", "
175 | \n", "Panama | \n", "0.169475 | \n", "
176 | \n", "Pitcairn Islands | \n", "0.282857 | \n", "
177 | \n", "Peru | \n", "0.051750 | \n", "
178 | \n", "Spratly Islands | \n", "0.026154 | \n", "
179 | \n", "Philippines | \n", "0.087797 | \n", "
180 | \n", "Palau | \n", "0.176909 | \n", "
181 | \n", "Papua New Guinea | \n", "0.026789 | \n", "
182 | \n", "Poland | \n", "0.062732 | \n", "
183 | \n", "Puerto Rico | \n", "0.222873 | \n", "
184 | \n", "North Korea | \n", "0.315357 | \n", "
185 | \n", "Portugal | \n", "0.122907 | \n", "
186 | \n", "Paraguay | \n", "0.141607 | \n", "
187 | \n", "Palestine | \n", "0.265100 | \n", "
188 | \n", "French Polynesia | \n", "0.061339 | \n", "
189 | \n", "Qatar | \n", "0.097631 | \n", "
190 | \n", "Romania | \n", "0.743275 | \n", "
191 | \n", "Russia | \n", "0.006057 | \n", "
192 | \n", "Rwanda | \n", "0.123763 | \n", "
193 | \n", "Western Sahara | \n", "0.054943 | \n", "
194 | \n", "Saudi Arabia | \n", "0.188411 | \n", "
195 | \n", "Scarborough Reef | \n", "0.069580 | \n", "
196 | \n", "Sudan | \n", "0.145442 | \n", "
197 | \n", "South Sudan | \n", "0.182804 | \n", "
198 | \n", "Senegal | \n", "0.041048 | \n", "
199 | \n", "Serranilla Bank | \n", "0.404349 | \n", "
200 | \n", "Singapore | \n", "0.266856 | \n", "
201 | \n", "South Georgia and South Sandwich Islands | \n", "0.149831 | \n", "
202 | \n", "Saint Helena | \n", "0.428387 | \n", "
203 | \n", "Solomon Islands | \n", "0.344656 | \n", "
204 | \n", "Sierra Leone | \n", "0.100867 | \n", "
205 | \n", "El Salvador | \n", "0.176265 | \n", "
206 | \n", "San Marino | \n", "0.038682 | \n", "
207 | \n", "Somaliland | \n", "0.040974 | \n", "
208 | \n", "Somalia | \n", "0.044995 | \n", "
209 | \n", "Saint Pierre and Miquelon | \n", "0.699458 | \n", "
210 | \n", "Republic of Serbia | \n", "0.042408 | \n", "
211 | \n", "Sao Tome and Principe | \n", "0.915933 | \n", "
212 | \n", "Suriname | \n", "0.041542 | \n", "
213 | \n", "Slovakia | \n", "0.113862 | \n", "
214 | \n", "Slovenia | \n", "0.753359 | \n", "
215 | \n", "Sweden | \n", "0.001290 | \n", "
216 | \n", "Swaziland | \n", "0.288331 | \n", "
217 | \n", "Sint Maarten | \n", "0.081521 | \n", "
218 | \n", "Seychelles | \n", "0.126393 | \n", "
219 | \n", "Syria | \n", "0.028406 | \n", "
220 | \n", "Turks and Caicos Islands | \n", "0.012284 | \n", "
221 | \n", "Chad | \n", "0.067085 | \n", "
222 | \n", "Togo | \n", "0.065655 | \n", "
223 | \n", "Thailand | \n", "0.034735 | \n", "
224 | \n", "Tajikistan | \n", "0.023857 | \n", "
225 | \n", "Turkmenistan | \n", "0.006858 | \n", "
226 | \n", "East Timor | \n", "0.038230 | \n", "
227 | \n", "Tonga | \n", "0.345105 | \n", "
228 | \n", "Trinidad and Tobago | \n", "0.020336 | \n", "
229 | \n", "Tunisia | \n", "0.174806 | \n", "
230 | \n", "Turkey | \n", "0.047196 | \n", "
231 | \n", "Tuvalu | \n", "0.041594 | \n", "
232 | \n", "Taiwan | \n", "0.121632 | \n", "
233 | \n", "United Republic of Tanzania | \n", "0.922501 | \n", "
234 | \n", "Uganda | \n", "0.066297 | \n", "
235 | \n", "Ukraine | \n", "0.088036 | \n", "
236 | \n", "United States Minor Outlying Islands | \n", "0.061749 | \n", "
237 | \n", "Uruguay | \n", "0.025120 | \n", "
238 | \n", "United States of America | \n", "0.098839 | \n", "
239 | \n", "US Naval Base Guantanamo Bay | \n", "0.013662 | \n", "
240 | \n", "Uzbekistan | \n", "0.090956 | \n", "
241 | \n", "Vatican | \n", "0.024224 | \n", "
242 | \n", "Saint Vincent and the Grenadines | \n", "0.798123 | \n", "
243 | \n", "Venezuela | \n", "0.164420 | \n", "
244 | \n", "British Virgin Islands | \n", "0.070114 | \n", "
245 | \n", "United States Virgin Islands | \n", "0.022017 | \n", "
246 | \n", "Vietnam | \n", "0.051927 | \n", "
247 | \n", "Vanuatu | \n", "0.071065 | \n", "
248 | \n", "Wallis and Futuna | \n", "0.026419 | \n", "
249 | \n", "Akrotiri Sovereign Base Area | \n", "0.003673 | \n", "
250 | \n", "Samoa | \n", "0.153828 | \n", "
251 | \n", "Yemen | \n", "0.044515 | \n", "
252 | \n", "South Africa | \n", "0.435813 | \n", "
253 | \n", "Zambia | \n", "0.051639 | \n", "
254 | \n", "Zimbabwe | \n", "0.044964 | \n", "