Assessing global readiness for AI integration - AIPRM.xlsx

	A	B	C	D	E	F	G	H	I	K
1	Country	Investment in AI in past 5 years per thousand GDP ($)	Employment in STEM occupations per 1 million working age population	Labour Force Participation Rate (%)	Secure internet servers per 1 million people	AI Publications per GDP per capita	Fixed broadband mbps download speed average	% concentration of AI talent on Linkedin	Final Score	Missing data, average value of column was used instead
2	Switzerland	$4.01	147423	66.64	120002	0.086	202.88	2.70	8.35
3	United States	$12.90	111555	62.60	140804	1.380	242.38	1.74	7.99	How is the final score calculated?
4	Singapore	$15.01	132960	69.97	128378	0.084	286.66	2.03	7.86	Investment in AI vs impact on final score (highest efficiency rates calculated?)
5	Canada	$5.82	41854	65.61	39881	0.375	194.31	2.14	7.71
7	South Korea	$6.21	41854	64.60	5939	0.562	170.94	6.56	7.40
8	Germany	$3.51	41854	61.26	97518	0.628	91.96	3.51	7.24
9	Japan	$1.51	62305	62.90	22849	0.560	198.6	5.31	7.18
10	United Kingdom	$8.32	77061	62.80	36452	0.825	101.71	1.41	6.97
11	China	$7.39	41854	66.90	948	16.406	238.17	2.03	6.87
12	France	$3.66	90416	56.18	36124	0.448	240.36	1.73	6.82
13	Sweden	$14.13	41854	67.05	32740	0.122	154.37	1.72	6.47
14	Chile	$3.86	59821	61.55	12791	0.131	272.01	0.72	6.23
15	United Arab Emirates	$1.44	89215	77.38	1497	0.076	257.14	2.03	6.00
16	Ireland	$1.64	41854	64.84	115816	0.028	110.64	2.09	5.93
17	India	$4.77	17296	55.76	474	22.901	62.07	9.57	5.86
18	Finland	$1.89	41854	61.13	81651	0.082	115.47	2.07	5.85
19	Estonia	$10.89	41854	65.64	84354	0.023	81.26	2.01	5.84
20	Netherlands	$1.22	41854	67.93	136863	0.201	195.05	1.21	5.81
21	Malaysia	$0.59	41854	69.26	7306	0.618	113.89	2.03	5.55
22	Austria	$2.82	103736	61.51	33803	0.093	87.99	2.03	5.54
23	Cyprus	$3.27	79364	65.11	24380	0.037	91.69	2.03	5.48
24	Greece	$3.27	53532	52.25	8908	0.199	50.12	2.40	5.48
25	Denmark	$2.04	41854	63.37	277082	0.071	225.81	1.34	5.47
26	Iceland	$3.27	41854	74.60	75514	0.004	259.72	1.29	5.46
27	Brazil	$1.52	51852	62.75	3078	1.071	150.04	0.67	5.44
28	Bulgaria	$3.27	41854	56.57	48076	0.073	81.46	2.32	5.43
29	Slovenia	$3.27	112277	62.32	49112	0.034	93.47	1.48	5.41
30	Belarus	$3.27	93717	70.21	7551	0.039	62.67	2.03	5.39
31	Australia	$2.35	41854	66.66	39863	0.280	58.35	2.00	5.29
32	Thailand	$0.53	25900	67.54	1863	0.449	226.36	2.03	5.28
33	Spain	$2.32	41854	57.89	21587	0.505	219.37	1.68	5.24
34	Norway	$1.62	41854	66.08	39030	0.050	136.21	1.91	5.17
35	Viet Nam	$0.22	24195	73.08	3128	0.962	107.24	2.03	5.09
36	Türkiye	$2.63	35260	53.08	6837	1.013	41.9	2.17	5.09
37	Uruguay	$3.27	53403	63.18	1947	0.010	142.77	2.03	4.96
38	Czechia	$0.59	96527	59.86	67602	0.115	68.34	1.40	4.91
39	Portugal	$3.22	41854	58.62	22179	0.210	172.83	1.24	4.90
40	Slovakia	$3.27	90121	61.54	25918	0.056	77.04	1.07	4.88
41	New Zealand	$1.43	41854	71.32	20509	0.051	163.86	0.90	4.87
42	Hungary	$0.82	41854	60.34	32813	0.115	173.48	1.73	4.80
43	Brunei Darussalam	$3.27	71528	62.79	15598	0.005	79.69	2.03	4.78
44	Poland	$0.38	41854	57.44	25181	0.370	154.68	1.73	4.77
45	Russia	$0.03	41854	62.24	13348	0.785	85.94	2.03	4.76
46	Indonesia	$1.50	41854	67.02	1889	5.159	29.62	1.06	4.64
47	Luxembourg	$3.27	41854	61.56	44903	0.005	137.86	1.66	4.60
48	Peru	$0.03	40693	72.69	451	0.123	109.59	2.03	4.59
49	Colombia	$0.45	37661	63.76	405	0.285	137.73	2.03	4.50
50	Ecuador	$3.27	26429	64.49	382	0.173	86.22	2.03	4.39
51	Lithuania	$0.48	41854	62.89	47128	0.030	111.17	1.21	4.35
52	Mongolia	$3.27	45273	60.54	1726	0.031	66.53	2.03	4.33
53	Romania	$1.18	41854	51.83	21374	0.173	212.53	1.03	4.31
54	Seychelles	$3.27	41836	65.92	61110	0.000	29.15	2.03	4.23
55	Belgium	$1.77	41854	55.09	24215	0.107	97.61	1.06	4.16
56	Philippines	$3.27	22369	61.44	111	0.404	93.9	2.03	4.15
57	Nigeria	$0.44	25558	81.27	73	1.036	19.91	2.03	4.09
58	Panama	$3.27	34719	61.88	1484	0.004	151.68	2.03	4.03
59	Kyrgyzstan	$3.27	36880	64.96	421	0.051	56.06	2.03	4.01
60	Italy	$0.51	41854	49.10	20677	0.621	78.54	1.21	3.97
61	Trinidad and Tobago	$3.27	60286	54.70	314	0.004	113.09	2.03	3.97
62	Cambodia	$3.27	11332	79.51	192	0.087	43.6	2.03	3.96
63	South Africa	$1.32	41854	58.53	14546	0.573	47.37	0.65	3.95
64	Kenya	$1.14	41854	67.46	248	0.300	10.58	2.03	3.94
65	Tanzania, United Republic of	$3.27	14246	80.39	37	0.305	18.45	2.03	3.90
66	Latvia	$3.27	41854	61.14	20329	0.018	91.78	0.84	3.89
67	Bolivia	$3.27	35557	78.27	205	0.022	32.8	2.03	3.89
68	Croatia	$3.27	41854	52.30	22352	0.057	71.65	1.46	3.88
69	North Macedonia	$3.27	56658	52.82	1023	0.046	40.7	2.03	3.86
70	Saudi Arabia	$0.24	41854	61.06	222	0.334	108.73	1.11	3.79
71	Uganda	$3.27	12175	79.20	35	0.335	13.08	2.03	3.76
72	Jordan	$3.27	20076	38.56	127	0.491	132.03	2.03	3.76
73	Bosnia and Herzegovina	$3.27	44676	51.19	3129	0.044	31.07	2.03	3.74
74	Costa Rica	$3.27	37721	56.83	1312	0.014	94.03	2.03	3.67
75	Ethiopia	$3.27	8841	68.25	6	1.270	8.77	2.03	3.66
76	Georgia	$3.27	42022	51.67	3497	0.028	26.3	2.03	3.59
77	Iran, Islamic Republic of	$3.27	20501	40.53	2331	2.360	13.51	2.03	3.54
78	Mexico	$1.07	37724	60.38	330	0.356	61.97	0.97	3.51
79	Argentina	$0.18	38227	61.48	3686	0.088	79.28	0.75	3.51
80	Burundi	$3.27	4944	78.56	8	0.298	5.8	2.03	3.40
81	Zimbabwe	$3.27	13982	65.21	71	0.141	14.32	2.03	3.35
82	Madagascar	$3.27	4682	75.01	10	0.067	34.29	2.03	3.31
83	Botswana	$3.27	26523	67.83	243	0.017	8.29	2.03	3.29
84	Morocco	$0.06	41854	44.30	442	0.762	26.92	2.03	3.24
85	Egypt	$0.26	26356	42.84	42	1.299	63.43	2.03	3.18
86	Bhutan	$3.27	30977	63.09	682	0.007	14.66	2.03	3.18
87	Dominican Republic	$3.27	30286	64.28	125	0.005	34.85	2.03	3.16
88	El Salvador	$3.27	41557	60.49	139	0.005	50.3	2.03	3.13
89	Honduras	$3.27	17744	63.92	97	0.014	45.27	2.03	3.13
90	Mauritius	$3.27	31013	54.86	915	0.007	50.77	2.03	3.06
91	Grenada	$3.27	28367	53.86	526	0.001	80.38	2.03	3.03
92	Sri Lanka	$3.27	25377	50.50	384	0.190	22.73	2.03	3.03
93	Iraq	$3.27	25727	39.66	17	0.579	32.6	2.03	2.99
94	Rwanda	$3.27	7927	60.16	81	0.169	28.06	2.03	2.88
95	Bangladesh	$0.01	10673	51.70	138	1.131	43.7	2.03	2.87
96	Angola	$3.27	11813	76.37	20	0.002	19.96	2.03	2.83
97	Lao People's Democratic Republic	$3.27	3212	66.00	52	0.010	32.68	2.03	2.80
98	Guatemala	$3.27	18867	60.24	107	0.010	49.24	2.03	2.76
99	Zambia	$3.27	13926	59.53	39	0.093	21.26	2.03	2.71
100	Pakistan	$0.08	11834	52.73	72	4.345	14.04	2.03	2.69
101	Myanmar	$3.27	3818	60.15	14	0.098	20.71	2.03	2.46