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World Development Indicators:
Science and technology
High-technology exports
Charges for the use of intellectual property
Patent applications filed
Trademark applications filed (by count)
Industrial design applications filed (by count)
Research and development (R&D)
$ millions
$ millions
% of GDP
full-time equivalent per million people
full-time equivalent per million people
2020
2022
2022
2023
2023
2021
2021
2021
2021
2021
2021
2022
MRV
2022
2021
146
..
..
..
..
..
..
..
..
..
..
167
1
0.1
3
15
23
1
1,823.0
7,596.0
57.0
433.0
..
..
..
..
5,710
..
..
1
202
268
581
11,147.0
9,197.0
879.0
282.0
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
8
50
13.3
0
0
3
8
919.0
2,294.0
..
..
..
..
..
..
49
77
22.1
196
..
..
..
..
..
7
0
0.0
..
12
8
371.0
1,826.0
1.0
..
..
..
..
..
10,000
664
4.8
249
1,823
406
3,263
70,131.0
15,713.0
1,479.0
893.0
0.55
1,296
622
497
21.8
..
..
40
8
4,233.0
7,648.0
78.0
282.0
0.21
1,187
..
..
2
7.1
0
6
..
..
..
..
..
..
..
..
..
..
58,871
7,827
25.8
5,249
8,890
2,966
29,443
97,211.0
76,801.0
2,584.0
5,536.0
..
..
14,005
23,542
14.9
1,807
2,095
1,872
175
17,472.0
8,815.0
232.0
168.0
3.20
6,659
..
1,034
50
3.9
4
182
119
16
5,657.0
9,023.0
63.0
597.0
0.15
1,702
..
21
0
0.0
..
12
..
..
..
..
..
..
..
..
..
..
509
19
0.6
..
..
3
326
405.0
13,703.0
10.0
114.0
..
..
..
..
5,121
..
..
2
46
74
373
10,831.0
4,696.0
1,338.0
86.0
..
..
..
..
62
19
17.0
..
..
73
194.0
793.0
..
..
..
..
..
..
1,521
276
110
4,610.0
14,934.0
273.0
511.0
0.47
1,434
..
16,947
68,609
22.8
4,495
4,733
799
415
..
..
..
..
3.41
6,983
..
18
0
0.0
..
12
..
27
..
..
5.0
294.0
..
..
..
..
317
1
4.3
..
..
..
..
..
..
..
..
..
..
..
1
12.5
0
2
..
..
..
..
..
..
..
..
82
..
..
0
0
7
155.0
2,045.0
3.0
..
..
..
..
178
35
5.5
2
19
5
227
4,838.0
3,661.0
23.0
38.0
..
..
..
1,005
346
5.2
19
23
53
8
1,013.0
9,935.0
52.0
678.0
0.19
540
324
39
0.5
1
78
3
18.0
52.0
..
..
..
..
70,490
7,707
9.1
921
6,376
4,666
19,566
346,752.0
47,273.0
4,520.0
2,191.0
..
..
293
28
1.0
..
6
2
137
177.0
4,179.0
..
72.0
..
506
..
4,559
2,722
10.4
368
363
165
6
10,906.0
4,076.0
388.0
86.0
0.75
2,557
..
262
3
1.5
1
0
..
..
..
..
..
..
..
..
35
0
1.1
0
0
..
..
..
163
1,226
6.6
19
60
..
..
..
1,108
0
21
..
..
..
..
..
..
..
..
..
..
65,332
31,225
14.7
8,578
16,992
4,710
32,445
66,458.0
109,335.0
715.0
8,776.0
1.71
..
21
0
3.5
0
2
1
1
65.0
206.0
..
..
..
..
..
8
56.6
4
103
..
..
..
..
..
..
..
..
..
..
20
16
37.3
..
..
..
..
..
..
..
..
..
..
..
..
14
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
9,032
1,401
6.9
80
1,376
402
2,680
53,520.0
15,595.0
42.0
346.0
..
672,735
924,393
27.8
10,913
42,728
1,426,644
159,019
9,192,753.0
261,982.0
785,857.0
19,853.0
2.56
1,849
..
..
404,935
72.6
710
1,839
401
21,542
31,154.0
45,546.0
946.0
2,912.0
1.07
4,815
..
0
0.0
253
2
35
2,504.0
12,239.0
29.0
235.0
0.44
3,498
9,600
886
8.4
227
1,985
432
1,855
33,617.0
21,964.0
486.0
466.0
..
..
4
..
2
..
..
..
..
..
..
..
..
..
..
176
18
0.7
..
..
..
..
..
..
..
76
27
4.3
..
..
..
..
..
0.38
..
127
..
702
2,067
22.0
8
1,018
15
566
8,878.0
7,091.0
9.0
66.0
0.34
462
..
249
58
3.6
0
14
..
..
..
..
..
..
..
..
..
5,067
1,736
12.1
138
480
77
11
3,351.0
3,973.0
285.0
428.0
1.40
2,534
..
1,366
13
7.9
..
..
21
86
1,840.0
3,822.0
14.0
1.0
0.36
2,079
..
..
..
..
5
26
..
..
157.0
2,626.0
..
..
..
..
..
..
1,467
94
17.7
1,786
773
1
2
1,603.0
2,307.0
20.0
..
0.75
1,728
..
15,501
46,555
21.8
955
1,984
541
59
22,855.0
5,010.0
522.0
86.0
1.96
4,697
15,427
14,667
17.1
6,858
2,341
1,090
186
5,520.0
4,288.0
135.0
185.0
2.89
8,736
..
10
75
3.0
..
..
3
10
36.0
315.0
8.0
..
..
..
..
5
3
27.6
4
..
11
8.0
182.0
..
..
..
..
..
..
91
406
6.0
225
7
220
9,806.0
5,970.0
4.0
17.0
..
..
20
..
2,931
125
6.7
10
302
35
373
13,951.0
7,701.0
78.0
83.0
..
..
..
..
18,009
767
3.4
460
881
1,343
43,212.0
17,325.0
2,252.0
674.0
1.02
829
19
414
7.9
0
137
2
144
4,883.0
7,895.0
16.0
24.0
0.14
58
2
..
..
..
..
..
..
..
..
..
..
..
..
..
..
38
..
..
..
..
..
..
..
..
..
..
..
..
..
..
1,794
2,331
18.0
134
105
25
1
3,392.0
3,043.0
36.0
90.0
1.78
4,655
..
4,142
9
3.2
0
3
1,428.0
878.0
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
183
2
2.2
..
..
..
..
..
..
..
..
..
..
11,315
5,314
9.6
3,502
961
1,557
105
5,746.0
3,571.0
150.0
74.0
2.96
8,073
..
67,560
106,027
23.0
17,810
14,883
13,386
1,373
298,103.0
16,868.0
30,120.0
1,224.0
2.23
5,182
..
..
10
10.0
..
..
..
..
..
..
..
..
..
..
..
..
62
79
3.9
..
..
..
..
..
..
..
..
..
..
..
..
61
0
3.2
..
..
..
91
121.0
3,076.0
..
10.0
..
..
619
39
3.1
16
106
90
164
2,876.0
7,870.0
103.0
379.0
0.23
1,809
112,179
244,202
17.4
48,110
24,679
39,822
18,747
246,296.0
26,098.0
33,448.0
3,549.0
3.13
5,787
..
2,077
21
2.0
20
265
..
..
..
..
12,756
2,861
14.5
50
371
394
532
..
..
721.0
162.0
1.49
4,927
..
29
..
..
..
..
..
..
..
..
..
..
..
..
..
..
58
0
2.2
0
12
..
16
13.0
289.0
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
124
370
5.0
18
492
9
249
..
..
35.0
57.0
41
..
..
..
..
..
..
..
..
..
..
..
..
..
17
..
..
..
..
..
..
..
..
..
..
..
..
..
25
0
0.1
0
1
40
1.0
..
..
..
..
42
..
..
..
..
..
..
..
..
..
..
..
..
..
..
115
..
138
188
2,293.0
5,075.0
..
7,762
22,854
18.4
1,644
1,452
433
13
7,979.0
4,089.0
868.0
39.0
1.39
4,725
..
687
322
33.3
379
82
34
2
1,419.0
9,266.0
7.0
457.0
2.60
6,864
..
148,410
35,785
12.7
1,526
14,349
26,267
35,306
435,581.0
52,878.0
17,497.0
3,949.0
32,896
10,347
8.3
213
2,504
1,397
7,403
91,362.0
35,760.0
2,959.0
1,409.0
56,966
206
0.8
..
..
10,210
581
506,935.0
17,194.0
13,903.0
113.0
..
7,521
..
..
1
13
1,068.0
1,064.0
8,514
92,159
46.8
16,530
153,216
75
42
..
..
95.0
19.0
0.96
5,512
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
13,675
18,961
29.1
3,155
2,901
1,592
8,017
5,080.0
20,976.0
626.0
1,329.0
6.02
..
..
86,302
45,177
9.2
5,700
7,047
10,281
797
108,275.0
11,299.0
26,386.0
308.0
1.39
2,796
..
172
1
1.5
4
51
16
60
2,576.0
4,219.0
94.0
6.0
..
..
..
..
102,788
113,493
18.3
51,912
29,099
222,452
66,748
269,517.0
94,825.0
22,051.0
10,696.0
3.41
5,630
3,373
129
1.4
14
31
25
322
3,242.0
4,522.0
114.0
15.0
..
..
..
2,907
3,761
32.3
32
443
13,043.0
16,019.0
134.0
196.0
0.12
662
1,786
46
2.3
31
44
160
37
126.0
27.0
0.41
..
169
..
4
..
..
..
..
..
..
..
..
..
..
..
..
177
..
..
..
..
..
..
..
..
..
..
..
..
73,256
209,651
36.1
9,140
12,391
186,245
51,753
299,622.0
60,825.0
61,233.0
8,015.0
5.21
9,435
268
..
..
1
4
..
..
..
..
..
..
..
..
..
..
1,134
24
0.7
..
..
47.0
345.0
0.08
176
210
135
10.6
83
4
495.0
7,616.0
7.0
314.0
0.07
..
..
90
..
..
..
..
..
..
..
1,550
2,031
17.3
10
44
104
4
2,321.0
3,303.0
84.0
43.0
0.76
2,270
..
2,237
324
15.1
26
11
..
..
..
..
..
..
..
..
..
..
34
1
0.1
0
2
..
..
..
..
..
..
11
1
10.3
..
..
..
..
..
..
..
..
..
..
..
..
246
..
..
..
..
..
..
..
..
..
..
..
40
..
..
..
..
..
..
396.0
8,801.0
25.0
667.0
..
2,889
3,618
13.0
15
241
81
9
3,377.0
3,237.0
132.0
212.0
1.05
4,154
..
980
820
6.0
2,585
11,703
112
1,441
..
..
..
..
0.98
4,879
..
444
288
4.0
21
160
42
..
2,137.0
8,445.0
67.0
555.0
0.38
731
176
3
0.3
6
22
2,966.0
3,686.0
328.0
..
..
291
2
2.3
3
71
..
..
..
..
..
..
..
..
..
..
21,993
136,827
58.3
282
2,729
883
6,651
20,128.0
32,586.0
468.0
1,271.0
25
0
4.1
..
93
..
..
..
..
..
..
..
..
..
..
99
0
..
..
..
..
..
..
..
..
507
1,016
39.0
228
1,204
5
5
1,245.0
327.0
17.0
0.60
2,428
..
2
..
..
..
..
..
..
..
..
..
..
..
..
..
..
22
1
4.0
0
2
..
..
..
..
..
..
..
193
17
2.1
0
8
6
14
2,540.0
2,483.0
24.0
3.0
0.31
579
20,363
91,195
20.5
432
6,198
1,117
15,044
142,012.0
57,324.0
1,225.0
4,128.0
0.26
274
..
8
..
..
..
..
..
..
..
..
..
..
..
..
..
..
299
23
2.1
3
36
64
12
3,973.0
8,438.0
654.0
478.0
0.23
768
50
..
..
..
..
5
3
1,525.0
8,517.0
28.0
615.0
..
..
..
..
214
51
30.8
2
32
109
77
19,104.0
4,985.0
1,391.0
358.0
0.08
535
..
317
14
8.2
1
12
..
..
6,360
1,393
4.5
9
151
254
2,549
20,432.0
14,579.0
3,208.0
1,178.0
..
..
..
..
176
18
3.2
..
..
30
16
1,499.0
5,037.0
35.0
30.0
..
..
..
430
201
2.6
..
..
..
..
..
..
..
..
0.04
26
..
204
1
0.1
4
10
0.65
..
225
..
1,513
4
0.6
17
8
..
..
..
..
..
..
..
..
..
..
33,061
98,442
22.0
57,580
39,649
2,080
1,390
..
..
..
..
2.26
6,319
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
8,813
826
12.1
1,005
1,045
330
6,522
24,096.0
42,569.0
320.0
1,111.0
..
39
37
1.3
..
2
..
..
..
..
..
..
..
..
..
68
6
13.9
0
..
..
..
..
..
..
..
..
..
..
..
8,170
77
2.4
..
253
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
13,480
5,352
24.6
440
646
946
634
11,792.0
40,720.0
452.0
3,952.0
1.56
7,395
..
1,075
784
7.6
..
282
30
511
6,250.0
9,634.0
17.0
545.0
0.28
383
16,978
330
1.4
11
104
426
567
43,233.0
8,079.0
463.0
109.0
..
7
..
..
..
..
..
..
..
..
..
..
..
..
..
..
265
0
0.2
3
31
35
401
4,782.0
6,953.0
5.0
80.0
0.18
142
..
60
..
..
..
29
300.0
906.0
..
..
..
173
179
10.6
..
14
10
354
16,680.0
10,627.0
7.0
71.0
0.12
133
2,893
263
4.6
41
591
94
1,141
29,557.0
13,048.0
97.0
292.0
0.16
..
..
3,263
41,727
66.6
30
452
490
3,903
34,976.0
29,927.0
682.0
690.0
..
..
..
38,445
28,739
10.1
1,370
4,660
3,377
111
35,855.0
6,889.0
2,489.0
266.0
1.45
3,721
..
17,270
4,255
7.0
187
1,012
711
42
32,344.0
5,406.0
1,008.0
121.0
1.70
5,687
..
588
..
..
..
..
..
..
..
..
..
..
..
..
..
2,333
270
2.9
..
..
47
722
1,545.0
8,042.0
..
..
10,335
8,532
11.9
102
1,149
772
45
20,988.0
4,581.0
378.0
303.0
0.46
999
..
94,910
629
3,435
19,569
11,408
327,409.0
68,261.0
6,128.0
6,414.0
0.93
265
7
4.8
1
0
14
2
682.0
4,039.0
11.0
46.0
..
21
0
0.6
0
1
1
47.0
1,567.0
..
..
..
..
10
..
..
..
..
7
722
..
..
86.0
..
..
..
..
3
0
5.3
..
14
4.0
2,793.0
..
..
..
..
..
..
17,012
173
0.3
..
..
1,398
2,581
24,411.0
13,719.0
853.0
547.0
0.46
958
..
413
37
2.3
7
0
..
..
..
..
..
..
..
..
..
4,737
1,088
..
205
690
138
18
3,833.0
13,759.0
137.0
758.0
0.97
2,350
30
8
25.0
1
4
28
33.0
411.0
..
1.0
..
..
..
64
..
..
..
1
..
4.0
..
..
..
..
12,347
213,833
56.8
18,005
17,282
2,024
12,566
15,088.0
47,358.0
683.0
3,911.0
..
..
..
..
0
3
..
..
..
..
..
..
..
..
..
..
5,672
7,990
8.5
79
864
146
13
10,112.0
4,769.0
262.0
146.0
0.98
3,387
3,965
3,925
8.6
176
286
222
17
3,568.0
3,211.0
26.0
350.0
2.10
5,370
..
16
..
..
0
1
..
..
..
..
..
..
..
..
..
..
33
..
..
..
..
..
..
12.0
140.0
..
..
..
..
..
..
15,745
2,495
5.5
168
1,630
1,804
9,156
25,786.0
14,077.0
728.0
833.0
0.62
444
..
15
..
..
14
7
..
..
..
..
..
..
..
..
..
..
65,542
33,299
12.6
4,190
6,925
1,308
126
72,620.0
9,520.0
12,010.0
284.0
1.44
3,387
..
1,796
103
1.1
15
94
266
273
6,321.0
3,626.0
112.0
27.0
0.11
94
..
36
..
..
..
4
..
..
..
..
..
..
..
3
0
16
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
5
0
4.0
..
3
..
11
17.0
541.0
..
..
..
..
..
..
386
..
..
..
..
..
..
..
20
29
11.4
0
7
..
..
340.0
782.0
..
..
..
..
..
..
37
4
0.3
1
54
..
..
..
..
..
..
..
..
..
21,767
23,545
17.3
9,501
14,867
1,771
425
15,190.0
4,781.0
390.0
29.0
3.41
8,624
..
23,657
81,076
30.0
27,281
30,808
1,288
267
46,420.0
70,091.0
3,403.0
8,405.0
..
476
..
..
..
..
102
20
406.0
62.0
0.07
140
..
117
3
1.6
0
0
..
..
..
..
889
18
1.7
..
12
..
..
..
..
..
..
..
..
14,020
53,769
25.8
325
6,032
867
7,375
33,401.0
34,688.0
4,323.0
1,364.0
1.16
1,863
..
12
..
..
..
1
..
..
..
..
..
..
..
..
..
..
90
1
0.3
..
..
..
..
..
..
..
..
..
43
9
..
..
..
..
2
3.0
482.0
..
..
..
..
..
247
6
0.1
8
2
149
662.0
3,836.0
58.0
1.0
0.05
493
4,956
1,041
7.2
19
25
..
..
1,704
40,923
6,907
3.7
568
3,653
8,234
242
395,159.0
39,220.0
59,353.0
6,571.0
1.32
2,479
..
6
..
..
..
..
..
..
..
..
..
..
0.14
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
0
..
..
..
..
..
11
..
186.0
..
..
..
..
..
..
921
23
2.4
2
14
4
2,158.0
1,765.0
90.0
..
..
14,059
888
5.7
57
401
1,302
2,091
44,202.0
26,987.0
3,526.0
2,596.0
0.33
586
4,468
3,214
9.3
..
..
69
2,354
8,281.0
17,295.0
103.0
869.0
104,648
74,407
27.2
32,299
20,681
11,592
7,263
223,508.0
227,170.0
28,299.0
46,481.0
..
..
457,587
191,876
20.6
148,205
52,601
262,244
329,229
551,764.0
347,735.0
21,913.0
37,564.0
3.59
..
980
186
9.6
113
234
..
..
4,835.0
6,240.0
..
..
0.63
880
..
1,259
84
1.4
31
97
413
252
10,476.0
7,879.0
231.0
42.0
0.16
544
12
..
..
..
..
11.0
146.0
4.0
..
..
..
..
..
717
..
..
..
..
..
..
..
..
..
..
..
350
..
8,266
135,907
42.7
..
..
1,066
7,468
77,404.0
35,648.0
2,107.0
2,203.0
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
12
1.3
0
1
..
..
..
..
..
..
..
..
..
..
273
..
..
..
..
20
22
4,662.0
1,906.0
77.0
3.0
..
..
..
..
267
9
0.7
..
17
13
13
1,171.0
4,760.0
46.0
..
..
..
..
..
456
8
1.5
..
16
..
..
..
..
14.0
..
..
..
..
..
2,949,389
3,721,313
22.9
509,658
597,226
2,385,200
1,015,900
15,285,200.0
2,897,100.0
1,241,800.0
273,400.0
2.67
..
..
1,043,144
..
35.0
97,806
125,344
2.82
2,304
..
890,956
1,069,377
20.0
247,672
358,356
215,964
151,788
2,221,856.0
706,523.0
254,482.0
101,010.0
1.97
3,468
..
131,508
106,017
12.7
2,117
21,239
..
..
164,496
28,737
6.8
3,464
5,386
17,557
18,210
..
523,014
223,102
19.4
156,784
69,595
..
..
3.44
..
156,947
35,892
12.4
1,561
14,591
39,936
3,132
5.7
255
2,715
1,834
8,160
52,736.0
73,303.0
4,192.0
1,921.0
..
..
..
..
4,286
..
2.4
21
80
..
..
..
..
..
..
239,852
219,704
20.6
1,786
16,961
..
..
..
..
1,016,148
1,244,384
22.7
14,739
80,023
..
..
2.14
1,646
..
1,692,297
2,257,117
23.2
493,112
500,158
..
..
2.92
..