Description
The “Data collection template” can be used as an example
Book1(1) is what my group member did, please add categories “Population” and “GDP” .
Here are some link used in our group assignment
input1
https://oecd.ai/en/data?selectedArea=investments-in-ai-and-data&selectedVisualization=vc-investments-in-ai-by-country
input2
https://www-statista-com.ezproxy.neu.edu/outlook/tmo/artificial-intelligence/worldwide
input3
https://www-statista-com.ezproxy.neu.edu/outlook/tmo/artificial-intelligence/worldwide
input4
https://oecd.ai/en/data?selectedArea=ai-research
output1
https://www-statista-com.ezproxy.neu.edu/outlook/tmo/artificial-intelligence/worldwide
output2
https://patents.google.com/?q=(G06+OR+G06C+OR+G06D+OR+G06E+OR+G06F+OR+G06G+OR+G06J+OR+G06K+OR+G06M+OR+G06N+OR+G06Q+OR+G06T+OR+G06V)&before=priority:20231231&after=priority:20200101
Unformatted Attachment Preview
Instruction:
1. make a separate sheet for each input or output factor
2. put data source on each sheet
3. use the wide format: data by each DMU (by column) and time (by row)
4. locate data at the same place (e.g., DMU 1’s 2009 data in cell D6 across all input and output factors)
5. See the example: Population and GDP
ut and output factors)
All Years
Year
DMU
2018 Arctic
Canada
Denmark
States
Finland
Iceland
Norway
Russia
Sweden
United States
Non-Arctic France
Germany
States
Italy
Japan
Netherlands
China
Poland
India
South Korea
Singapore
Spain
Switzerland
United Kingdom
2017 Arctic
Canada
Denmark
States
Finland
Iceland
Norway
Russia
Sweden
United States
Non-Arctic France
Germany
States
Italy
Japan
Netherlands
China
Poland
India
South Korea
Singapore
Spain
Switzerland
United Kingdom
Input
Population (1000s) Input 2
37,058
5,794
5,516
353
5,312
144,478
10,175
326,688
66,966
82,906
60,422
126,529
17,232
1,392,730
37,975
1,352,617
51,607
5,639
46,798
8,514
66,460
Input 3
2016 Arctic
States
Canada
Denmark
Finland
Iceland
Norway
Russia
Sweden
United States
Non-Arctic France
Germany
States
Italy
Japan
Netherlands
China
Poland
India
South Korea
Singapore
Spain
Switzerland
United Kingdom
2015 Arctic
Canada
Denmark
States
Finland
Iceland
Norway
Russia
Sweden
United States
Non-Arctic France
Germany
States
Italy
Japan
Netherlands
China
Poland
India
South Korea
Singapore
Spain
Switzerland
United Kingdom
2014 Arctic
Canada
Denmark
States
Finland
Iceland
Norway
States
Russia
Sweden
United States
Non-Arctic France
Germany
States
Italy
Japan
Netherlands
China
Poland
India
South Korea
Singapore
Spain
Switzerland
United Kingdom
Output
GDP ($ million)
Output 2
1,813,029
327,017
265,620
19,808
336,419
3,915,637
540,777
20,090,749
3,051,034
4,457,689
2,553,384
5,197,069
970,567
21,229,364
1,206,641
8,787,694
2,167,120
551,152
1,888,743
583,056
3,073,442
Output 3
YR2018
DMU
Canada
Arctic
Denmark
States
Finland
Iceland
Norway
Russia
Sweden
United States
Non-Arctic France
Germany
States
Italy
Japan
Netherlands
China
Poland
India
South Korea
Singapore
Spain
Switzerland
United Kingdom
Input
Population (1000s) Input 2
37,058
5,794
5,516
353
5,312
144,478
10,175
326,688
66,966
82,906
60,422
126,529
17,232
1,392,730
37,975
1,352,617
51,607
5,639
46,798
8,514
66,460
Input 3
Output
GDP ($ million)
Output 2
1,813,029
327,017
265,620
19,808
336,419
3,915,637
540,777
20,090,749
3,051,034
4,457,689
2,553,384
5,197,069
970,567
21,229,364
1,206,641
8,787,694
2,167,120
551,152
1,888,743
583,056
3,073,442
Output 3
Population, total
Source:
DMU
Canada
Arctic
Denmark
States
Finland
Iceland
Norway
Russia
Sweden
United States
Non-Arctic France
Germany
States
Italy
Japan
Netherlands
China
Poland
India
South Korea
Singapore
Spain
Switzerland
United Kingdom
World Development Indicators, World Bank
https://data.worldbank.org/indicator/NY.GDP.MKTP.PP.KD
2009
33,628,895
5,523,095
5,338,871
318,499
4,828,726
142,785,349
9,298,515
306,771,529
64,707,040
81,902,307
59,095,365
128,047,000
16,530,388
1,331,260,000
38,151,603
1,217,726,215
49,307,835
4,987,573
46,362,946
7,743,831
62,276,270
2010
34,004,889
5,547,683
5,363,352
318,041
4,889,252
142,849,468
9,378,126
309,321,666
65,027,507
81,776,930
59,277,417
128,070,000
16,615,394
1,337,705,000
38,042,794
1,234,281,170
49,554,112
5,076,732
46,576,897
7,824,909
62,766,365
2011
34,339,328
5,570,572
5,388,272
319,014
4,953,088
142,960,908
9,449,213
311,556,874
65,342,780
80,274,983
59,379,449
127,833,000
16,693,074
1,344,130,000
38,063,255
1,250,288,729
49,936,638
5,183,688
46,742,697
7,912,398
63,258,810
2012
34,714,222
5,591,572
5,413,971
320,716
5,018,573
143,201,721
9,519,374
313,830,990
65,659,809
80,425,823
59,539,717
127,629,000
16,754,962
1,350,695,000
38,063,164
1,265,782,790
50,199,853
5,312,437
46,773,055
7,996,861
63,700,215
2013
35,082,954
5,614,932
5,438,972
323,764
5,079,623
143,506,995
9,600,379
315,993,715
65,998,687
80,645,605
60,233,948
127,445,000
16,804,432
1,357,380,000
38,040,196
1,280,846,129
50,428,893
5,399,162
46,620,045
8,089,346
64,128,273
2014
35,437,435
5,643,475
5,461,512
327,386
5,137,232
143,819,666
9,696,110
318,301,008
66,312,067
80,982,500
60,789,140
127,276,000
16,865,008
1,364,270,000
38,011,735
1,295,604,184
50,746,659
5,469,724
46,480,882
8,188,649
64,602,298
2015
35,702,908
5,683,483
5,479,531
330,815
5,188,607
144,096,870
9,799,186
320,635,163
66,548,272
81,686,611
60,730,582
127,141,000
16,939,923
1,371,220,000
37,986,412
1,310,152,403
51,014,947
5,535,002
46,444,832
8,282,396
65,116,219
2016
36,109,487
5,728,010
5,495,303
335,439
5,234,519
144,342,396
9,923,085
322,941,311
66,724,104
82,348,669
60,627,498
126,994,511
17,030,314
1,378,665,000
37,970,087
1,324,509,589
51,217,803
5,607,283
46,484,062
8,373,338
65,611,593
2017
36,543,321
5,764,980
5,508,214
343,400
5,276,968
144,496,740
10,057,698
324,985,539
66,864,379
82,657,002
60,536,709
126,785,797
17,131,296
1,386,395,000
37,974,826
1,338,658,835
51,361,911
5,612,253
46,593,236
8,451,840
66,058,859
2018
37,057,765
5,793,636
5,515,525
352,721
5,311,916
144,477,860
10,175,214
326,687,501
66,965,912
82,905,782
60,421,760
126,529,100
17,231,624
1,392,730,000
37,974,750
1,352,617,328
51,606,633
5,638,676
46,797,754
8,514,329
66,460,344
Gross Capital Formation (constant 2010 US $)
Source:
World Development Indicators, World Bank
https://data.worldbank.org/indicator/NY.GDP.MKTP.PP.KD
DMU
Canada
Arctic
Denmark
States
Finland
Iceland
Norway
Russia
Sweden
United States
Non-Arctic France
Germany
States
Italy
Japan
Netherlands
China
Poland
India
South Korea
Singapore
Spain
Switzerland
United Kingdom
2009
1,487,524,056,062
277,585,785,359
237,922,537,912
15,424,369,089
292,718,985,345
3,285,500,542,561
429,456,811,176
16,394,150,143,566
2,701,226,582,741
3,704,808,497,348
2,498,601,784,489
4,607,855,140,036
857,108,893,113
10,742,409,055,898
882,762,337,685
4,808,904,112,218
1,597,497,887,428
346,469,647,519
1,737,426,336,091
489,830,884,848
2,591,589,999,627
2010
1,533,481,031,743
282,779,390,829
245,502,651,599
14,894,406,956
294,773,386,193
3,433,348,066,978
455,018,540,128
16,814,457,883,306
2,753,885,310,031
3,859,665,139,341
2,541,410,224,900
4,801,004,412,918
868,617,631,376
11,884,957,832,309
915,782,219,873
5,217,544,812,372
1,706,204,821,733
396,796,577,742
1,740,258,518,772
504,539,032,241
2,642,113,602,936
or/NY.GDP.MKTP.PP.KD
2011
1,581,737,860,675
286,559,522,855
251,757,236,331
15,174,663,137
297,666,497,065
3,580,983,035,908
469,557,898,766
17,075,222,466,006
2,814,269,770,647
4,011,164,433,813
2,559,386,466,906
4,795,463,029,303
882,091,535,240
13,020,070,209,402
959,351,822,798
5,491,014,323,103
1,769,089,863,145
421,945,032,233
1,726,086,315,344
513,079,911,930
2,682,806,046,981
2012
1,609,611,601,929
287,208,579,577
248,238,813,829
15,371,393,177
305,712,642,322
3,725,084,878,548
466,795,468,194
17,459,337,424,536
2,823,082,227,288
4,027,951,060,469
2,483,093,568,082
4,867,159,497,651
873,002,869,899
14,043,934,216,098
972,062,187,105
5,790,623,774,607
1,811,592,795,392
440,770,569,559
1,675,003,804,024
518,241,619,217
2,722,482,707,451
2013
1,647,101,428,012
289,889,214,927
246,000,453,589
16,006,823,691
308,873,933,949
3,790,475,843,578
472,339,951,408
17,780,952,574,201
2,839,352,403,214
4,045,577,024,004
2,437,378,190,287
4,964,515,723,861
871,866,435,894
15,134,607,226,933
983,005,350,555
6,160,419,170,132
1,868,924,429,045
462,091,958,352
1,650,960,895,580
527,839,660,349
2,780,729,836,155
2014
1,694,373,833,195
294,583,662,932
245,102,777,868
16,340,185,509
314,957,342,912
3,818,383,874,750
484,893,794,490
18,230,094,715,455
2,866,501,809,691
4,134,965,805,398
2,437,267,349,482
4,983,118,731,185
884,276,542,594
16,258,467,389,918
1,016,216,953,781
6,616,920,252,066
1,928,775,870,341
480,289,152,280
1,673,808,674,544
540,767,604,616
2,853,236,696,496
2015
1,705,542,753,486
301,484,553,624
246,435,301,698
17,116,178,463
321,152,958,372
3,743,057,881,916
506,662,042,327
18,760,229,855,113
2,898,403,462,074
4,196,656,663,905
2,456,236,707,301
5,044,058,338,650
901,601,020,867
17,403,279,549,490
1,059,267,219,921
7,146,025,965,618
1,982,957,176,352
494,642,692,899
1,738,002,127,217
547,978,033,166
2,920,445,380,389
2016
1,722,621,963,346
311,270,612,552
253,363,726,128
18,250,473,880
324,594,301,728
3,750,307,813,412
517,152,951,872
19,067,492,114,309
2,930,154,440,277
4,290,242,101,963
2,488,007,213,709
5,070,385,521,480
921,361,534,135
18,595,188,781,696
1,092,546,548,969
7,736,023,725,044
2,041,392,578,799
510,686,300,868
1,790,686,208,811
557,418,273,607
2,976,464,053,331
2017
1,777,241,652,943
320,053,848,546
261,649,156,452
19,080,137,303
332,135,466,132
3,818,780,560,822
530,433,049,356
19,519,353,692,000
2,997,296,584,981
4,401,873,171,996
2,529,503,666,965
5,180,326,221,091
948,181,470,187
19,887,033,884,254
1,145,323,698,770
8,280,935,377,566
2,105,893,148,315
532,832,748,113
1,843,934,791,510
567,448,507,351
3,032,781,045,311
2018
1,813,028,887,320
327,017,088,544
265,619,914,253
19,807,934,449
336,418,513,061
3,915,637,487,518
540,776,614,999
20,090,748,755,411
3,051,034,034,242
4,457,688,713,947
2,553,384,444,692
5,197,069,415,566
970,567,229,643
21,229,363,693,443
1,206,640,947,988
8,787,694,409,273
2,167,119,965,181
551,152,129,659
1,888,743,276,275
583,056,483,690
3,073,442,165,612
All Years
Year
Input1
Input 2
Input 3
Input 4
DMU
AI Investment Market
Level (from
Size 2012
Generative
AI Tool
onwards,
Users
Artificial
millions
(in
AI Research
million,
Intelligence(2023.8
of US
2023.8)
Publications
$)
(Open
in billio
2023 Arctic States Canada
1,847
1.12
7.05
15,284
Denmark
177
0.43
2.3
3,568
Finland
90
0.4
2.39
3,042
Iceland
85
0.02
0.01
206
Norway
182
0.33
1.84
3,896
Russia
0
0.31
1.69
8,460
Sweden
1,988
0.61
3.78
4,998
United States
54,836
16.14
92.78
78,435
Non-Arctic Germany
2,159
1.9
19.07
22,324
States
Italy
131
0.87
4.61
15,764
Japan
1,384
1.79
10.93
13,358
Netherlands
338
0.79
4.43
8,303
China
18,271
5.45
23.9
153,634
Poland
15
0.2
1.09
4,922
India
2,077
0.76
4.15
40,094
South Korea
2,211
0.86
5.01
13,396
Singapore
2,014
0.54
2.55
5,189
Spain
287
0.74
4.01
11,043
Switzerland
314
0.78
4.59
5,872
United Kingdom
3,085
1.82
13.65
28,101
Israel
1,992
0.29
1.66
2,765
Australia
602
0.92
5.29
13,749
Ireland
188
0.34
1.53
2,182
New Zealand
136
0.27
1.56
1,739
Malaysia
61
0.2
0.98
5,272
Greece
9
0.07
0.2
3,100
Indonesia
357
0.21
1.04
16,457
Vietnam
25
0.1
0.3
2,760
Portugal
45
0.17
0.88
3,737
Austria
90
0.29
1.69
3,538
France
2,027
1.23
7.45
13,420
2022 Arctic States Canada
Denmark
Finland
Iceland
Norway
2,662
171
162
87
339
0.63
0.21
0.2
0.01
0.17
6
1.81
1.9
0.008
1.33
20,825
4,792
4,248
287
5,080
Non-Arctic
States
Russia
Sweden
United States
Germany
Italy
Japan
Netherlands
China
Poland
India
South Korea
Singapore
Spain
Switzerland
United Kingdom
Israel
Australia
Ireland
New Zealand
Malaysia
Greece
Indonesia
Vietnam
Portugal
Austria
France
2021 Arctic States Canada
Denmark
Finland
Iceland
Norway
Russia
Sweden
United States
Non-Arctic Germany
Italy
States
Japan
Netherlands
China
Poland
India
South Korea
5
5,195
55,697
3,877
459
1,487
333
22,235
153
4,361
3,630
1,502
1,540
1,235
7,180
4,160
893
239
30
78
12
625
14
332
401
2,870
0.17
0.3
9.08
1.03
0.43
0.87
0.4
2.37
0.1
0.34
0.41
0.24
0.36
0.39
1.04
0.15
0.48
0.15
0.14
0.09
0.04
0.1
0.05
0.08
0.14
0.66
1.33
3
75.07
15.29
3.66
8.69
3.52
18.65
0.76
3.25
3.96
1.99
3.18
3.64
11.06
1.32
4.21
1.19
1.24
0.6
0.13
0.68
0.18
0.54
1.33
5.97
15,798
6,872
107,976
30,429
20,869
20,761
11,301
202,256
7,146
55,527
17,473
6,291
14,626
8,106
36,963
3,703
18,087
2,814
2,541
8,254
4,360
24,900
4,141
5,193
4,884
20,631
4,637
283
140
90
312
13
549
114,320
5,324
108
1,356
394
48,300
44
4,117
3,468
0.31
0.1
0.1
0.005
0.08
0.08
0.15
4.41
0.5
0.21
0.42
0.19
1.15
0.05
0.17
0.2
4.49
1.38
1.46
0.005
1.14
0.99
2.3
59.72
11.98
2.82
6.71
2.71
13.89
0.41
2.43
3.02
22,048
5,272
4,255
258
4,920
19,902
7,201
125,130
33,207
21,081
21,646
11,717
171,220
7,712
48,847
16,722
Singapore
Spain
Switzerland
United Kingdom
Israel
Australia
Ireland
New Zealand
Malaysia
Greece
Indonesia
Vietnam
Portugal
Austria
France
2020 Arctic States Canada
Denmark
Finland
Iceland
Norway
Russia
Sweden
United States
Non-Arctic Germany
Italy
States
Japan
Netherlands
China
Poland
India
South Korea
Singapore
Spain
Switzerland
United Kingdom
Israel
Australia
Ireland
New Zealand
Malaysia
Greece
Indonesia
Vietnam
2,322
1,029
739
8,150
4,190
1,623
250
91
92
16
431
24
532
634
2,656
1,436
94
65
92
149
32
178
48,295
1,373
145
957
79
25,531
47
1,744
1,190
597
273
473
3,034
2,285
329
114
49
38
3
198
19
0.12
0.18
0.19
0.51
0.07
0.23
0.07
0.07
0.05
0.02
0.05
0.02
0.04
0.07
0.32
0.16
0.05
0.05
0.002
0.04
0.03
0.08
2.33
0.26
0.1
0.23
0.09
0.49
0.02
0.08
0.1
0.05
0.09
0.1
0.28
0.04
0.11
0.03
0.03
0.02
0.009
0.02
0.01
1.49
2.44
2.79
8.81
1.01
3.26
0.77
0.88
0.31
0.07
0.36
0.09
0.29
0.99
4.67
3.59
0.83
0.97
0.002
0.62
0.44
1.78
48.13
9.47
2.18
5.21
2.09
10.05
0.18
1.81
2.32
0.88
1.87
2.15
7.12
0.49
2.55
0.32
0.42
0.13
0.03
0.15
0.04
6,330
15,187
9,168
40,441
5,138
19,253
2,910
2,677
8,177
4,292
25,512
4,068
7,712
4,951
22,538
20,589
4,559
4,031
243
4,460
17,952
6,651
123,008
29,823
18,881
21,006
10,763
138,316
6,989
39,106
14,691
5,797
14,148
8,094
37,667
4,651
17,694
2,472
2,537
6,198
3,727
21,790
3,492
Portugal
Austria
France
18
133
1,180
0.02
0.03
0.16
0.13
0.44
3.68
6,989
4,367
20,298
Output
Output 1
AI Market Size (2023.8 in billio
6.04
2.32
2.17
0.12
1.75
1.69
3.29
87.19
10.3
4.65
9.68
4.29
29.02
1.08
4.11
4.61
2.9
4.01
4.23
9.87
1.54
4.92
1.81
1.43
1.09
0.39
1.14
0.54
0.93
1.58
6.64
3.69
1.2
1.17
0.06
1.01
0.95
1.74
53.11
6.02
2.52
5.12
2.33
13.61
0.57
1.98
2.37
1.41
2.13
2.3
6.1
0.88
2.79
0.87
0.8
0.54
0.22
0.56
0.27
0.48
0.82
3.82
6.22
2.05
1.97
0.1
1.71
1.63
2.94
89.22
10.13
4.26
8.58
3.93
23.29
0.97
3.35
4.02
2.39
3.58
3.86
10.24
1.47
4.71
1.49
1.35
0.91
0.37
0.95
0.46
0.81
1.4
6.44
2.99
0.96
0.95
0.05
0.75
0.71
1.44
45.21
5.12
1.92
4.45
1.88
8.89
0.45
1.54
1.87
1
1.64
1.84
5.23
0.65
2.18
0.62
0.61
0.38
0.18
0.42
0.21
0.37
0.66
3.16
Output 2
Patent G06 (by country office, from Google Patent, with results more than 100,000, we place the data exactly as 10
2
1
6
0
0
2
5
1,599
339
0
14
12
100,000
3
0
5,628
0
3
1
57
0
3
0
0
0
0
0
0
0
1
0
469
5
50
0
12
7
51
37,168
5,561
18
11,171
185
100,000
6
0
40,436
0
59
32
1,888
47
288
2
0
0
21
0
0
4
33
562
4,998
23
100
0
49
309
106
68,384
10,620
642
24,901
248
100,000
21
2
75,172
0
14
98
68
3,502
390
3,390
5
2
2
18
0
0
19
72
2,566
8,117
74
123
0
89
1,087
105
84,950
13,251
377
42,746
226
100,000
45
6
77,110
303
173
61
5,072
1,173
4,122
10
11
12
18
0
0
40
72
3,525
we place the data exactly as 100,000)
YR2020
Arctic
States
NonArctic
States
Input1
Input 2
Input 3
Input 4
DMU
AI Investment
Market
LevelSize
(from
AIGenerative
Tool
2012
Users
onwards,
AIArtificial
(in
Research
million,
millions
Intelligence(2023.8
Publications
2023.8)
of US $) (OpeninAlex)
billions of US
Canada
1,436
0.16
3.59 20,589
Denmark
94
0.05
0.83
4,559
Finland
65
0.05
0.97
4,031
Iceland
92
0.002
0.002
243
Norway
149
0.04
0.62
4,460
Russia
32
0.03
0.44 17,952
Sweden
178
0.08
1.78
6,651
United States 48,295
2.33
48.13 123,008
Germany
1,373
0.26
9.47 29,823
Italy
145
0.1
2.18 18,881
Japan
957
0.23
5.21 21,006
Netherlands
79
0.09
2.09 10,763
China
25,531
0.49
10.05 138,316
Poland
47
0.02
0.18
6,989
India
1,744
0.08
1.81 39,106
South Korea 1,190
0.1
2.32 14,691
Singapore
597
0.05
0.88
5,797
Spain
273
0.09
1.87 14,148
Switzerland
473
0.1
2.15
8,094
United Kingdom3,034
0.28
7.12 37,667
Israel
2,285
0.04
0.49
4,651
Australia
329
0.11
2.55 17,694
Ireland
114
0.03
0.32
2,472
New Zealand
49
0.03
0.42
2,537
Malaysia
38
0.02
0.13
6,198
Greece
3
0.009
0.03
3,727
Indonesia
198
0.02
0.15 21,790
Vietnam
19
0.01
0.04
3,492
Portugal
18
0.02
0.13
6,989
Austria
133
0.03
0.44
4,367
France
1,180
0.16
3.68 20,298
Output
Output 1 Output 2
AI Market Size
Patent
(2023.8
G06 (by
in billions
country
ofoffice,
US $) from Google Patent, with r
2.99
8,117
0.96
74
0.95
123
0.05
0
0.75
89
0.71
1,087
1.44
105
45.21 84,950
5.12 13,251
1.92
377
4.45 42,746
1.88
226
8.89 100,000
0.45
45
1.54
6
1.87 77,110
1
303
1.64
173
1.84
61
5.23
5,072
0.65
1,173
2.18
4,122
0.62
10
0.61
11
0.38
12
0.18
18
0.42
0
0.21
0
0.37
40
0.66
72
3.16
3,525
om Google Patent, with results more than 100,000, we place the data exactly as 100,000)
YR2021
Arctic
States
NonArctic
States
Input1
Input 2
Input 3
Input 4
DMU
AI Investment
Market
LevelSize
(from
AIGenerative
Tool
2012
Users
onwards,
AIArtificial
(in
Research
million,
millions
Intelligence(2023.8
Publications
2023.8)
of US $) (OpeninAlex)
billions of US
Canada
4,637
0.31
4.49 22,048
Denmark
283
0.1
1.38
5,272
Finland
140
0.1
1.46
4,255
Iceland
90
0.005
0.005
258
Norway
312
0.08
1.14
4,920
Russia
13
0.08
0.99 19,902
Sweden
549
0.15
2.3
7,201
United States114,320
4.41
59.72 125,130
Germany
5,324
0.5
11.98 33,207
Italy
108
0.21
2.82 21,081
Japan
1,356
0.42
6.71 21,646
Netherlands
394
0.19
2.71 11,717
China
48,300
1.15
13.89 171,220
Poland
44
0.05
0.41
7,712
India
4,117
0.17
2.43 48,847
South Korea 3,468
0.2
3.02 16,722
Singapore
2,322
0.12
1.49
6,330
Spain
1,029
0.18
2.44 15,187
Switzerland
739
0.19
2.79
9,168
United Kingdom8,150
0.51
8.81 40,441
Israel
4,190
0.07
1.01
5,138
Australia
1,623
0.23
3.26 19,253
Ireland
250
0.07
0.77
2,910
New Zealand
91
0.07
0.88
2,677
Malaysia
92
0.05
0.31
8,177
Greece
16
0.02
0.07
4,292
Indonesia
431
0.05
0.36 25,512
Vietnam
24
0.02
0.09
4,068
Portugal
532
0.04
0.29
7,712
Austria
634
0.07
0.99
4,951
France
2,656
0.32
4.67 22,538
Output
Output 1 Output 2
AI Market Size
Patent
(2023.8
G06 (by
in billions
country
ofoffice,
US $) from Google Patent, with r
6.22
4,998
2.05
23
1.97
100
0.1
0
1.71
49
1.63
309
2.94
106
89.22 68,384
10.13 10,620
4.26
642
8.58 24,901
3.93
248
23.29 100,000
0.97
21
3.35
2
4.02 75,172
2.39
14
3.58
98
3.86
68
10.24
3,502
1.47
390
4.71
3,390
1.49
5
1.35
2
0.91
2
0.37
18
0.95
0
0.46
0
0.81
19
1.4
72
6.44
2,566
om Google Patent, with results more than 100,000, we place the data exactly as 100,000)
YR2022
Arctic
States
NonArctic
States
Input1
Input 2
Input 3
Input 4
DMU
AI Investment
Market
LevelSize
(from
AIGenerative
Tool
2012
Users
onwards,
AIArtificial
(in
Research
million,
millions
Intelligence(2023.8
Publications
2023.8)
of US $) (OpeninAlex)
billions of US
Canada
2,662
0.63
6
20,825
Denmark
171
0.21
1.81
4,792
Finland
162
0.2
1.9
4,248
Iceland
87
0.01
0.008
287
Norway
339
0.17
1.33
5,080
Russia
5
0.17
1.33 15,798
Sweden
5,195
0.3
3
6,872
United States 55,697
9.08
75.07 107,976
Germany
3,877
1.03
15.29 30,429
Italy
459
0.43
3.66 20,869
Japan
1,487
0.87
8.69 20,761
Netherlands
333
0.4
3.52 11,301
China
22,235
2.37
18.65 202,256
Poland
153
0.1
0.76
7,146
India
4,361
0.34
3.25 55,527
South Korea 3,630
0.41
3.96 17,473
Singapore
1,502
0.24
1.99
6,291
Spain
1,540
0.36
3.18 14,626
Switzerland
1,235
0.39
3.64
8,106
United Kingdom7,180
1.04
11.06 36,963
Israel
4,160
0.15
1.32
3,703
Australia
893
0.48
4.21 18,087
Ireland
239
0.15
1.19
2,814
New Zealand
30
0.14
1.24
2,541
Malaysia
78
0.09
0.6
8,254
Greece
12
0.04
0.13
4,360
Indonesia
625
0.1
0.68 24,900
Vietnam
14
0.05
0.18
4,141
Portugal
332
0.08
0.54
5,193
Austria
401
0.14
1.33
4,884
France
2,870
0.66
5.97 20,631
Output
Output 1 Output 2
AI Market Size
Patent
(2023.8
G06 (by
in billions
country
ofoffice,
US $) from Google Patent, with r
3.69
469
1.2
5
1.17
50
0.06
0
1.01
12
0.95
7
1.74
51
53.11 37,168
6.02
5,561
2.52
18
0
5.12 11,171
2.33
185
13.61 100,000
0.57
6
1.98
0
2.37 40,436
1.41
0
2.13
59
2.3
32
6.1
1,888
0.88
47
2.79
288
0.87
2
0.8
0
0.54
0
0.22
21
0.56
0
0.27
0
0.48
4
0.82
33
3.82
562
om Google Patent, with results more than 100,000, we place the data exactly as 100,000)
YR2023
Arctic
States
NonArctic
States
Input1
Input 2
Input 3
Input 4
DMU
AI Investment
Market
LevelSize
(from
AIGenerative
Tool
2012
Users
onwards,
AIArtificial
(in
Research
million,
millions
Intelligence(2023.8
Publications
2023.8)
of US $) (OpeninAlex)
billions of US
Canada
1,847
1.12
7.05 15,284
Denmark
177
0.43
2.3
3,568
Finland
90
0.4
2.39
3,042
Iceland
85
0.02
0.01
206
Norway
182
0.33
1.84
3,896
Russia
0
0.31
1.69
8,460
Sweden
1,988
0.61
3.78
4,998
United States 54,836
16.14
92.78 78,435
Germany
2,159
1.9
19.07 22,324
Italy
131
0.87
4.61 15,764
Japan
1,384
1.79
10.93 13,358
Netherlands
338
0.79
4.43
8,303
China
18,271
5.45
23.9 153,634
Poland
15
0.2
1.09
4,922
India
2,077
0.76
4.15 40,094
South Korea 2,211
0.86
5.01 13,396
Singapore
2,014
0.54
2.55
5,189
Spain
287
0.74
4.01 11,043
Switzerland
314
0.78
4.59
5,872
United Kingdom3,085
1.82
13.65 28,101
Israel
1,992
0.29
1.66
2,765
Australia
602
0.92
5.29 13,749
Ireland
188
0.34
1.53
2,182
New Zealand
136
0.27
1.56
1,739
Malaysia
61
0.2
0.98
5,272
Greece
9
0.07
0.2
3,100
Indonesia
357
0.21
1.04 16,457
Vietnam
25
0.1
0.3
2,760
Portugal
45
0.17
0.88
3,737
Austria
90
0.29
1.69
3,538
France
2,027
1.23
7.45 13,420
Output
Output 1 Output 2
AI Market Size
Patent
(2023.8
G06 (by
in billions
country
ofoffice,
US $) from Google Patent, with r
6.04
2
2.32
1
2.17
6
0.12
0
1.75
0
1.69
2
3.29
5
87.19
1,599
10.3
339
4.65
0
9.68
14
4.29
12
29.02 100,000
1.08
3
4.11
0
4.61
5,628
2.9
0
4.01
3
4.23
1
9.87
57
1.54
0
4.92
3
1.81
0
1.43
0
1.09
0
0.39
0
1.14
0
0.54
0
0.93
0
1.58
1
6.64
0
om Google Patent, with results more than 100,000, we place the data exactly as 100,000)
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