Futbologica Ranking - Kind-of-Lost

Based on games played in the three years ending on November 30th, 2020.

Rank	National Team	MOV()	WTA	LOG10	SOSched	eSOSched	Offense	Defense	Organization
1	Belgium	3.25	1.02	0.97	1.25	1.22	4.37	2.13	UEFA
2	England	3.25	1.02	0.95	0.95	1.29	3.84	2.66	UEFA
3	Italy	3.07	0.97	0.91	0.77	0.65	3.51	2.62	UEFA
4	Brazil	3.05	1.06	0.95	1.15	0.91	3.37	2.72	Conmebol
5	Spain	3.00	0.90	0.88	1.26	1.60	3.52	2.47	UEFA
6	Portugal	2.87	0.96	0.86	1.27	1.19	3.23	2.52	UEFA
7	Netherlands	2.54	0.78	0.78	1.36	1.16	3.08	2.00	UEFA
8	Germany	2.49	0.82	0.71	1.46	1.60	3.55	1.43	UEFA
9	Denmark	2.48	0.74	0.71	0.98	1.39	3.00	1.96	UEFA
10	France	2.41	0.98	0.64	1.40	1.35	2.71	2.11	UEFA
11	Argentina	2.40	0.89	0.71	1.02	1.02	2.52	2.27	Conmebol
12	Switzerland	2.28	0.60	0.71	1.28	1.14	2.99	1.57	UEFA
13	Algeria	2.13	0.88	0.63	1.78	1.78	2.59	1.67	Africa
14	Uruguay	2.04	0.65	0.62	0.87	0.83	2.43	1.65	Conmebol
15	Poland	1.98	0.41	0.69	1.43	1.43	2.22	1.74	UEFA
16	Colombia	1.98	0.88	0.53	1.30	1.24	2.13	1.82	Conmebol
17	United States	1.87	0.48	0.52	0.60	0.93	2.42	1.31	Concacaf
18	Mexico	1.79	0.71	0.48	0.83	1.19	2.48	1.11	Concacaf
19	Egypt	1.64	0.61	0.50	-0.68	-0.68	1.83	1.44	Africa
20	Morocco	1.63	0.67	0.49	-0.18	-0.18	1.45	1.81	Africa
21	Venezuela	1.60	0.50	0.51	0.29	0.29	1.42	1.79	Conmebol
22	Russia	1.54	0.48	0.39	0.78	0.70	2.24	0.85	UEFA
23	Croatia	1.54	0.50	0.46	1.53	1.26	2.19	0.88	UEFA
24	Sweden	1.53	0.57	0.41	1.09	1.20	1.46	1.60	UEFA
25	Japan	1.53	0.53	0.35	1.39	1.43	2.27	0.79	Asia
26	Iran	1.52	0.41	0.36	0.69	0.69	2.52	0.53	Asia
27	Senegal	1.51	0.60	0.47	1.34	1.35	1.36	1.66	Africa
28	Canada	1.45	0.16	0.37	0.59	0.59	3.39	-0.50	Concacaf
29	Ukraine	1.40	0.60	0.32	-1.61	-1.61	1.58	1.23	UEFA
30	Ivory Coast	1.38	0.47	0.44	0.51	0.51	1.45	1.30	Africa
31	Turkey	1.35	0.52	0.37	0.80	0.89	1.54	1.16	UEFA
32	Czech Republic	1.34	0.47	0.39	1.24	1.23	1.75	0.94	UEFA
33	Austria	1.31	0.55	0.32	0.51	0.47	1.21	1.41	UEFA
34	Tunisia	1.31	0.47	0.41	0.97	0.97	1.25	1.37	Africa
35	Chile	1.30	0.39	0.39	1.04	1.04	1.48	1.11	Conmebol
36	Mali	1.28	0.34	0.47	0.48	0.48	1.32	1.23	Africa
37	Wales	1.26	0.54	0.29	1.30	1.30	0.82	1.71	UEFA
38	Australia	1.26	0.23	0.46	0.52	0.52	2.51	-0.01	Asia
39	Ecuador	1.20	0.35	0.41	1.16	1.16	1.65	0.75	Conmebol
40	Slovakia	1.19	0.31	0.37	-1.35	-1.35	1.44	0.93	UEFA
41	Norway	1.18	0.41	0.34	1.05	1.05	1.39	0.97	UEFA
42	Nigeria	1.10	0.42	0.33	1.63	1.63	1.35	0.85	Africa
43	Serbia	1.08	0.45	0.26	0.55	0.52	1.52	0.65	UEFA
44	Israel	1.08	0.27	0.29	0.70	0.84	1.71	0.45	UEFA
45	Bosnia-Herzegovina	1.06	0.22	0.30	0.85	0.97	0.98	1.13	UEFA
46	Gambia	1.02	0.31	0.37	-0.09	-0.09	0.90	1.15	Africa
47	Ghana	1.00	0.21	0.40	0.70	0.70	0.59	1.42	Africa
48	Paraguay	1.00	0.29	0.31	0.76	0.76	0.88	1.12	Conmebol
49	Uganda	0.99	0.29	0.36	0.82	0.41	0.97	1.01	Africa
50	Peru	0.98	0.24	0.30	0.65	0.65	1.10	0.86	Conmebol
51	South Korea	0.97	0.42	0.19	1.30	1.30	0.80	1.15	Asia
52	Hungary	0.97	0.39	0.25	1.05	1.09	1.16	0.77	UEFA
53	Finland	0.96	0.41	0.24	0.23	0.23	0.96	0.96	UEFA
54	Burkina Faso	0.88	0.23	0.33	0.54	0.85	0.47	1.29	Africa
55	Benin	0.86	0.27	0.28	0.64	0.49	0.30	1.42	Africa
56	Scotland	0.85	0.30	0.18	0.81	1.18	1.15	0.56	UEFA
57	Romania	0.85	0.21	0.29	0.53	0.53	1.26	0.43	UEFA
58	Angola	0.83	0.23	0.30	0.64	0.64	0.59	1.07	Africa
59	Gabon	0.81	0.22	0.27	-0.05	-0.05	0.82	0.80	Africa
60	Guinea	0.80	0.19	0.29	-0.17	-0.23	0.85	0.75	Africa
61	Greece	0.74	0.35	0.16	0.55	0.55	0.41	1.07	UEFA
62	Ireland	0.74	0.14	0.24	0.74	1.22	0.13	1.35	UEFA
63	Qatar	0.72	0.30	0.16	0.82	0.85	1.04	0.41	Asia
64	Slovenia	0.67	0.07	0.22	0.85	0.72	0.31	1.04	UEFA
65	Cameroon	0.63	0.19	0.19	0.17	0.35	0.00	1.26	Africa
66	Kenya	0.61	0.28	0.13	1.21	1.21	0.61	0.61	Africa
67	Northern Ireland	0.60	0.10	0.19	0.60	0.60	0.53	0.67	UEFA
68	Togo	0.60	0.06	0.25	0.44	0.44	0.52	0.68	Africa
69	Kosovo	0.59	0.13	0.18	0.50	0.50	1.07	0.12	UEFA
70	Rwanda	0.55	-0.01	0.20	0.75	0.74	0.43	0.68	Africa
71	Iceland	0.54	0.23	0.10	1.05	1.22	0.71	0.36	UEFA
72	Georgia	0.51	0.15	0.14	0.27	0.32	0.37	0.66	UEFA
73	Congo DR	0.50	0.08	0.17	0.29	0.37	0.54	0.47	Africa
74	Ethiopia	0.50	-0.01	0.18	-1.23	-1.23	0.44	0.55	Africa
75	United Arab Emirates	0.46	-0.05	0.19	0.80	0.80	0.87	0.05	Asia
76	Mauritania	0.41	0.15	0.10	0.39	0.49	0.25	0.57	Africa
77	Zambia	0.39	0.12	0.14	0.27	0.83	1.22	-0.45	Africa
78	South Africa	0.38	-0.02	0.14	0.38	0.52	0.25	0.52	Africa
79	Cape Verde	0.37	-0.01	0.15	0.48	-0.15	0.17	0.56	Africa
80	Zimbabwe	0.35	0.01	0.16	-0.39	-0.47	0.32	0.37	Africa
81	Liberia	0.24	-0.08	0.13	0.48	0.48	-0.25	0.74	Africa
82	Congo	0.23	-0.03	0.10	-1.52	-1.52	-0.06	0.51	Africa
83	Saudi Arabia	0.22	0.08	0.06	0.70	0.70	0.33	0.12	Asia
84	Albania	0.22	0.11	0.00	0.18	0.18	0.10	0.34	UEFA
85	Equatorial Guinea	0.21	-0.18	0.17	0.62	0.62	0.48	-0.05	Africa
86	Honduras	0.21	0.00	0.13	0.31	0.31	0.51	-0.09	Concacaf
87	Tanzania	0.21	-0.18	0.17	0.43	0.36	-0.19	0.61	Africa
88	Bulgaria	0.20	-0.08	0.07	0.22	0.04	0.12	0.28	UEFA
89	Montenegro	0.20	0.02	0.07	0.16	0.16	0.17	0.22	UEFA
90	Madagascar	0.18	-0.02	0.05	0.05	0.05	0.73	-0.38	Africa
91	Curacao	0.13	-0.16	0.00	0.16	0.67	0.52	-0.26	Concacaf
92	Costa Rica	0.10	-0.13	0.01	0.55	0.55	-0.03	0.23	Concacaf
93	Sudan	0.08	-0.15	0.09	-0.53	-0.53	0.01	0.16	Africa
94	Bolivia	0.07	-0.16	0.08	0.40	0.40	0.76	-0.62	Conmebol
95	Namibia	0.06	-0.14	0.08	0.12	-0.46	-0.21	0.33	Africa
96	Macedonia	0.06	0.36	0.04	0.99	0.93	0.32	-0.20	UEFA
97	Armenia	0.05	0.17	-0.02	0.17	0.17	1.08	-0.98	UEFA
98	Uzbekistan	0.04	-0.02	0.03	1.00	1.00	0.14	-0.06	Asia
99	Lesotho	0.00	-0.18	0.02	-0.74	-0.80	0.03	-0.03	Africa
100	Burundi	-0.02	-0.21	0.09	0.42	0.29	0.32	-0.35	Africa
101	Comoros	-0.03	0.00	-0.07	-0.05	-0.05	0.09	-0.15	Africa
102	Libya	-0.04	-0.40	0.11	-0.98	-0.98	0.45	-0.53	Africa
103	Iraq	-0.04	0.21	-0.10	-1.44	-1.44	-0.27	0.18	Asia
104	Sierra Leone	-0.05	-0.33	0.08	0.25	0.25	-0.19	0.08	Africa
105	Panama	-0.12	-0.12	-0.13	0.50	0.50	0.27	-0.50	Concacaf
106	Bahrain	-0.17	0.00	-0.10	0.47	0.47	-0.38	0.04	Asia
107	Botswana	-0.18	-0.26	0.06	0.72	0.49	-0.89	0.53	Africa
108	Malawi	-0.18	-0.13	-0.06	0.54	0.54	-0.68	0.32	Africa
109	Luxembourg	-0.19	-0.26	-0.02	0.15	0.15	-0.12	-0.25	UEFA
110	Guinea-Bissau	-0.19	-0.22	-0.03	-1.19	-1.19	0.19	-0.58	Africa
111	Guatemala	-0.21	-0.05	-0.20	0.40	0.40	0.41	-0.82	Concacaf
112	Jamaica	-0.22	0.02	-0.14	0.32	0.32	0.02	-0.46	Concacaf
113	Belarus	-0.23	-0.09	-0.06	0.45	0.45	0.03	-0.48	UEFA
114	Azerbaijan	-0.23	-0.26	-0.05	-1.77	-1.77	-0.53	0.07	Asia
115	Kazakhstan	-0.25	-0.27	-0.07	-1.14	-1.14	-0.30	-0.19	Asia
116	Niger	-0.28	-0.24	-0.04	-0.19	0.51	-0.10	-0.45	Africa
117	Cyprus	-0.29	-0.28	-0.08	0.14	0.17	-0.15	-0.42	UEFA
118	Haiti	-0.34	-0.08	-0.13	0.06	0.06	-0.38	-0.29	Concacaf
119	Mozambique	-0.35	-0.29	-0.05	0.38	0.09	-0.37	-0.33	Africa
120	China	-0.39	-0.30	-0.10	0.36	0.38	-0.46	-0.32	Asia
121	El Salvador	-0.49	0.17	-0.19	-1.24	-1.32	-0.31	-0.66	Concacaf
122	Somalia	-0.50	-0.24	-0.23	0.74	0.74	-0.64	-0.36	Africa
123	Oman	-0.54	-0.08	-0.20	-1.23	-2.36	-0.80	-0.28	Asia
124	Djibouti	-0.59	-0.35	-0.19	-0.93	-0.93	-0.18	-1.01	Africa
125	Estonia	-0.60	-0.17	-0.22	0.08	0.08	-0.46	-0.74	UEFA
126	Jordan	-0.64	-0.24	-0.18	-0.96	-0.88	-0.96	-0.32	Asia
127	Latvia	-0.65	-0.38	-0.16	-0.80	-0.94	-0.54	-0.76	UEFA
128	Suriname	-0.74	-0.32	-0.18	-2.74	-2.43	0.20	-1.67	Concacaf
129	Kuwait	-0.76	-0.42	-0.26	-0.40	-0.42	-0.44	-1.09	Asia
130	South Sudan	-0.78	-0.58	-0.14	0.61	0.61	-1.11	-0.44	Africa
131	Kyrgyzstan	-0.83	-0.33	-0.29	0.23	0.23	-0.37	-1.30	Asia
132	Vietnam	-0.86	-0.09	-0.28	-1.26	-3.21	-1.10	-0.62	Asia
133	Lithuania	-0.89	-0.38	-0.33	-1.77	-1.77	-0.48	-1.30	UEFA
134	Swaziland	-0.89	-0.50	-0.26	0.70	0.37	-0.59	-1.19	Africa
135	Cent African Rep	-0.93	-0.50	-0.21	0.14	0.14	-0.48	-1.37	Africa
136	Syria	-1.03	-0.36	-0.33	0.31	0.31	-0.79	-1.27	Asia
137	Malta	-1.07	-0.41	-0.35	0.14	-0.30	-0.65	-1.49	UEFA
138	Faroe Islands	-1.07	-0.38	-0.41	-1.25	-1.25	-0.51	-1.63	UEFA
139	Palestine	-1.13	-0.27	-0.37	-1.09	-2.28	-1.32	-0.93	Asia
140	Lebanon	-1.26	-0.53	-0.37	-0.90	-1.23	-1.66	-0.86	Asia
141	Thailand	-1.26	-0.47	-0.38	-1.38	-0.60	-1.13	-1.39	Asia
142	Moldova	-1.32	-0.43	-0.44	0.39	0.88	-1.23	-1.41	UEFA
143	Turkmenistan	-1.46	-0.38	-0.46	-1.00	-0.92	-0.80	-2.13	Asia
144	Andorra	-1.56	-0.60	-0.52	-0.07	-0.89	-1.55	-1.56	UEFA
145	New Zealand	-1.57	-1.12	-0.39	-1.26	-1.26	-1.16	-1.98	Oceania
146	Tajikistan	-1.64	-0.58	-0.45	0.18	0.20	-1.69	-1.60	Asia
147	Malaysia	-1.71	-0.53	-0.48	-2.49	-0.82	-1.53	-1.88	Asia
148	Trinidad and Tobago	-1.72	-0.58	-0.50	-0.37	-0.51	-2.11	-1.32	Concacaf
149	India	-1.77	-0.64	-0.48	-1.46	-0.53	-1.48	-2.06	Asia
150	Cuba	-1.79	-0.46	-0.54	-1.27	-1.49	-1.39	-2.19	Concacaf
151	Nicaragua	-1.86	-0.61	-0.49	-1.86	-1.12	-1.93	-1.78	Concacaf
152	Yemen	-2.00	-0.66	-0.61	-0.42	-0.30	-1.63	-2.36	Asia
153	Bermuda	-2.03	-0.55	-0.66	-0.97	-1.10	-1.58	-2.48	Concacaf
154	Liechtenstein	-2.05	-0.53	-0.68	-0.13	-0.88	-1.58	-2.53	UEFA
155	Dominican Republic	-2.12	-0.71	-0.58	-2.42	-3.02	-2.86	-1.39	Concacaf
156	St Kitts and Nevis	-2.13	-0.49	-0.69	-1.40	-1.40	-2.58	-1.69	Concacaf
157	Hong Kong	-2.15	-0.72	-0.67	-2.75	-2.75	-2.67	-1.62	Asia
158	North Korea	-2.19	-0.51	-0.72	-1.30	-1.26	-1.39	-2.99	Asia
159	Philippines	-2.21	-0.78	-0.69	-1.80	-3.14	-2.00	-2.42	Asia
160	Gibraltar	-2.31	-0.57	-0.77	-0.02	-0.53	-1.66	-2.97	UEFA
161	Montserrat	-2.36	-0.36	-0.76	-2.87	-2.87	-2.80	-1.93	UEFA
162	Singapore	-2.43	-0.59	-0.82	-2.02	-1.95	-2.20	-2.66	Asia
163	Mauritius	-2.48	-1.07	-0.67	-1.40	-2.65	-1.91	-3.05	Africa
164	Guyana	-2.61	-0.75	-0.84	-2.55	-3.12	-1.83	-3.38	Concacaf
165	Seychelles	-2.65	-1.02	-0.74	-1.45	-1.45	-1.38	-3.92	Africa
166	Indonesia	-2.73	-0.92	-0.82	-0.12	-0.12	-1.87	-3.59	Asia
167	Afghanistan	-2.75	-0.80	-0.86	-2.10	-1.78	-2.14	-3.36	Asia
168	Barbados	-2.85	-0.87	-0.81	-2.55	-2.05	-3.21	-2.49	Concacaf
169	St Vincent - Grenadines	-3.27	-0.68	-0.94	-2.75	-2.22	0.00	0.00	Concacaf
170	Puerto Rico	-3.28	-0.90	-0.97	-2.85	-2.90	-3.22	-3.34	Concacaf
171	Dominica	-3.28	-1.03	-0.91	-2.65	-2.72	-3.17	-3.39	Concacaf
172	St Lucia	-3.31	-0.99	-0.95	-2.74	-2.36	-3.20	-3.42	Concacaf
173	San Marino	-3.33	-0.89	-1.06	0.23	0.03	-2.14	-4.51	UEFA
174	Belize	-3.38	-0.87	-0.97	-3.63	-3.47	-3.61	-3.16	Concacaf
175	Bangladesh	-3.44	-1.10	-1.08	-2.96	-2.31	-4.16	-2.73	Asia
176	Nepal	-3.46	-1.12	-1.05	-2.21	-1.98	-3.19	-3.72	Asia
177	Maldives	-3.50	-0.99	-1.14	-2.07	-0.71	-3.13	-3.87	Asia
178	Antigua & Barbuda	-3.54	-0.57	-1.22	-1.99	-1.99	-2.39	-4.69	Concacaf
179	Myanmar	-3.66	-0.80	-1.11	-4.85	-5.12	-2.63	-4.69	Asia
180	Solomon Islands	-3.71	-1.14	-1.25	-2.69	-2.69	-1.77	-5.66	Oceania
181	Fiji	-3.75	-1.03	-1.17	-5.16	-6.16	-3.98	-3.53	Oceania
182	Taiwan	-3.85	-1.09	-1.11	-1.99	-1.64	-3.18	-4.53	Asia
183	Grenada	-3.94	-0.85	-1.19	-3.34	-3.34	-3.34	-4.53	Concacaf
184	Pakistan	-3.96	-1.45	-1.13	-2.65	-2.65	-3.91	-4.02	Asia
185	New Caledonia	-4.31	-0.96	-1.31	-5.18	-7.57	-5.17	-3.45	Oceania
186	Aruba	-4.33	-1.18	-1.26	-2.37	-2.37	-2.91	-5.75	Concacaf
187	Mongolia	-4.34	-1.09	-1.22	-2.02	-2.02	-3.23	-5.46	Asia
188	Sri Lanka	-4.37	-1.38	-1.34	-2.84	-2.04	-3.50	-5.25	Asia
189	Laos	-4.49	-1.54	-1.40	-2.99	0.00	-4.01	-4.97	Asia
190	Cambodia	-4.53	-1.10	-1.24	-2.00	-0.21	-2.89	-6.16	Asia
191	Cayman Islands	-4.54	-1.17	-1.36	-1.94	-1.81	-3.25	-5.82	Concacaf
192	Tahiti	-4.88	-1.45	-1.42	-5.55	-12.66	-4.92	-4.84	Oceania
193	Vanuatu	-5.11	-1.41	-1.51	-6.89	-2.73	-3.26	-6.97	Oceania
194	Brunei	-5.54	-1.30	-1.81	-5.04	0.00	-7.25	-3.83	Asia
195	Guam	-5.58	-1.65	-1.75	-3.08	-3.08	-4.10	-7.05	Oceania
196	Macau	-5.68	-1.53	-1.90	-4.48	-4.64	-5.92	-5.43	Asia
197	Timor-Leste	-5.74	-1.50	-1.70	-3.07	0.00	-2.82	-8.66	Asia
198	British Virgin Islands	-5.97	-1.33	-1.87	-1.18	-1.28	-3.81	-8.14	Concacaf
199	US Virgin Islands	-6.09	-1.35	-1.86	-1.66	-2.58	-4.34	-7.83	Concacaf
200	Bhutan	-6.74	-2.01	-2.22	-12.20	-12.20	-6.41	-7.08	Asia
201	Papua New Guinea	-6.86	-0.91	-1.45	-4.24	-3.58	-6.45	-7.28	Oceania
202	The Bahamas	-7.02	-1.60	-2.17	-3.39	-2.43	-5.84	-8.20	Concacaf
203	Anguilla	-7.22	-1.58	-1.97	-2.42	-2.33	-4.20	-10.24	Concacaf
204	Turks and Caicos Islands	-8.87	-1.24	-2.37	-2.21	-1.86	-3.52	-14.23	Concacaf
205	Tonga	-16.86	-2.41	-3.95	-8.86	0.00	-12.45	-21.28	Oceania

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This blog post explains, more or less, how we do it:
https://kindoflost.com/2017/06/neural-network-approach-college-football-rankings/

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