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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
140
..
..
..
..
..
..
..
..
..
..
182
1
0.1
3
15
23
1
1,823.0
7,594.0
57.0
433.0
0.20
429
..
5,630
..
..
1
204
268
581
11,147.0
9,196.0
879.0
282.0
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
8
50
13.3
0
0
3
8
919.0
2,294.0
..
..
0.16
..
..
..
46
77
22.5
196
..
..
..
..
7
0
0.0
..
12
8
1.0
..
..
..
..
..
9,992
664
4.8
249
1,820
406
3,263
70,131.0
15,713.0
1,479.0
893.0
0.55
1,301
594
497
21.8
40
8
4,233.0
7,647.0
78.0
282.0
0.21
1,187
..
..
2
7.1
0
6
..
..
..
..
..
..
..
..
..
..
57,901
7,827
25.8
5,249
8,890
2,966
29,443
97,211.0
76,799.0
2,584.0
5,536.0
..
..
13,441
23,542
14.9
1,807
2,095
1,872
175
17,472.0
8,815.0
232.0
168.0
3.18
6,632
..
1,057
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
..
..
..
..
..
..
..
..
..
..
564
19
0.6
..
..
3
326
405.0
13,703.0
10.0
114.0
..
..
5,085
..
..
2
47
74
373
10,837.0
4,671.0
1,338.0
86.0
..
..
..
..
59
19
17.0
..
..
3
62
194.0
793.0
1.0
3.0
..
..
..
..
1,550
276
110
4,610.0
14,931.0
273.0
511.0
0.47
1,434
..
16,603
68,609
23.6
4,399
4,773
799
415
..
..
..
..
3.20
5,819
..
17
0
0.0
..
12
..
27
..
..
5.0
294.0
..
..
..
..
351
1
4.3
..
..
..
..
..
..
..
..
..
..
..
1
12.5
0
2
..
..
..
..
..
..
..
..
79
0
0.0
0
0
7
155.0
2,045.0
3.0
..
..
170
35
5.5
2
19
5
227
4,838.0
3,661.0
23.0
38.0
..
1,007
346
5.2
19
23
53
8
1,013.0
9,933.0
52.0
678.0
0.19
540
319
39
0.5
1
78
3
18.0
52.0
..
..
..
..
66,901
7,707
9.1
921
6,376
4,666
19,566
346,752.0
47,270.0
4,520.0
2,191.0
1.19
..
..
257
28
1.0
..
6
2
137
177.0
4,178.0
72.0
..
506
..
4,476
2,722
10.4
368
363
165
6
10,906.0
4,075.0
388.0
86.0
0.75
2,557
..
314
3
1.5
1
0
..
..
..
..
..
..
..
..
37
0
1.1
0
0
4
110.0
240.0
2.0
4.0
..
..
154
1,226
6.6
19
60
3,222.0
9,587.0
..
..
..
1,137
9
3.3
0
21
..
..
..
..
..
..
..
..
..
..
64,549
36,896
15.1
8,445
20,072
4,710
32,445
66,458.0
109,331.0
715.0
8,779.0
1.81
5,624
..
19
0
3.5
0
2
1
1
65.0
206.0
..
..
..
..
..
8
56.6
4
103
..
..
..
..
..
..
..
..
..
..
19
16
37.3
..
..
..
..
..
..
..
..
..
..
..
..
18
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
8,381
1,401
6.9
80
1,376
402
2,680
53,520.0
15,595.0
42.0
346.0
0.39
707
..
671,731
924,393
27.8
10,913
42,728
1,427,845
157,818
9,192,753.0
261,974.0
785,857.0
19,853.0
2.49
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
0.43
3,498
8,888
886
8.4
228
2,015
432
1,855
33,617.0
21,962.0
486.0
466.0
..
..
4
0
0.3
..
2
..
..
..
..
..
..
..
..
..
..
178
18
0.7
..
..
..
..
..
..
..
81
27
4.3
..
..
..
..
..
0.38
..
127
..
711
2,067
22.0
8
818
15
566
8,878.0
7,091.0
9.0
66.0
0.34
462
..
295
58
3.6
0
14
..
..
..
..
..
..
..
..
..
4,920
1,736
12.1
138
480
77
11
3,351.0
3,971.0
285.0
428.0
1.42
2,534
..
1,404
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
..
..
..
..
..
..
1,416
94
17.7
2,068
849
1
2
1,603.0
2,307.0
20.0
..
0.70
1,681
..
14,606
46,555
21.8
955
1,984
541
59
22,855.0
5,010.0
522.0
86.0
1.89
4,697
15,124
13,698
15.1
6,861
2,340
1,090
186
5,520.0
4,287.0
135.0
185.0
2.87
9,037
..
10
75
3.0
..
..
3
10
36.0
315.0
8.0
..
..
..
..
5
3
27.6
6
..
11
8.0
182.0
..
..
..
..
..
..
84
406
6.0
225
7
220
9,806.0
5,970.0
4.0
17.0
..
..
20
..
2,379
125
6.7
10
302
35
373
13,951.0
7,701.0
78.0
83.0
..
..
..
..
17,901
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
..
..
..
..
..
..
..
..
..
..
..
..
..
..
36
..
..
..
..
..
..
..
..
..
..
..
..
..
..
1,723
2,331
18.0
133
105
25
1
3,392.0
3,043.0
36.0
90.0
1.76
4,655
..
4,147
9
3.2
0
3
1,428.0
878.0
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
181
2
2.2
0
1
..
..
..
..
..
..
..
..
..
..
11,048
5,314
9.6
3,502
961
1,557
105
5,746.0
3,571.0
150.0
74.0
2.98
8,073
..
65,601
106,027
21.9
17,773
14,785
13,386
1,373
298,103.0
16,871.0
30,120.0
1,224.0
2.22
5,182
..
..
10
10.0
..
..
..
..
..
..
..
..
..
..
..
..
68
79
3.9
..
..
..
..
..
..
..
..
..
..
..
..
59
0
3.2
..
..
..
91
170.0
3,264.0
10.0
..
..
630
38
2.9
16
106
90
164
2,876.0
7,870.0
103.0
379.0
0.23
1,809
109,198
245,975
17.5
48,045
24,642
39,822
18,747
246,295.0
26,100.0
33,448.0
3,549.0
3.07
5,802
..
2,090
21
2.0
20
265
..
..
..
..
12,103
2,861
14.5
50
371
394
532
721.0
162.0
1.48
4,927
..
29
..
..
..
..
..
..
..
..
..
..
..
..
..
..
58
0
2.2
0
12
..
16
15.0
350.0
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
124
370
5.0
18
492
9
249
6,286.0
6,045.0
35.0
57.0
0.01
4
43
..
..
..
..
..
..
..
..
..
..
..
..
..
16
..
..
..
..
..
..
..
..
..
..
..
..
..
47
0
0.1
0
1
40
1.0
..
..
..
..
41
..
..
..
..
..
..
..
..
..
..
..
..
..
..
103
..
138
188
2,293.0
5,075.0
..
7,351
22,854
18.4
1,645
1,512
433
13
7,979.0
4,089.0
868.0
39.0
1.39
4,725
..
673
322
33.3
379
82
34
2
1,419.0
9,265.0
7.0
457.0
2.60
6,864
..
145,711
35,785
12.7
1,526
14,349
26,267
35,306
435,581.0
52,873.0
17,497.0
3,949.0
20,837
10,340
8.3
213
2,504
1,397
7,403
91,362.0
35,759.0
2,959.0
1,409.0
56,585
206
0.8
..
..
10,210
581
506,935.0
17,194.0
13,903.0
113.0
..
6,834
..
..
1
13
627
71
1,068.0
1,064.0
59.0
32.0
8,401
92,159
46.8
16,530
153,216
75
42
..
..
95.0
19.0
1.53
5,555
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
13,367
18,961
29.1
3,239
2,805
1,592
8,017
5,080.0
20,974.0
626.0
1,329.0
6.18
..
..
80,142
45,177
9.2
5,700
7,047
10,281
797
108,275.0
11,302.0
26,386.0
308.0
1.37
2,796
..
158
1
1.5
4
51
16
60
2,576.0
4,219.0
94.0
6.0
..
..
..
..
100,403
113,493
18.3
51,912
29,099
222,452
66,748
269,517.0
94,826.0
22,051.0
10,699.0
3.40
5,630
3,206
129
1.4
14
31
25
322
3,242.0
4,522.0
114.0
15.0
..
..
..
2,820
3,761
32.3
32
443
13,043.0
16,019.0
134.0
196.0
0.12
662
1,788
46
2.3
31
44
160
37
126.0
27.0
0.41
..
169
..
4
..
..
..
8
..
74.0
..
..
..
..
..
..
177
..
..
..
..
..
..
..
..
..
..
69,090
209,651
36.1
9,267
11,494
186,245
51,753
299,622.0
60,826.0
61,233.0
8,018.0
4.85
9,435
247
..
..
1
4
..
..
..
..
..
..
..
..
..
..
1,095
24
0.7
..
..
47.0
345.0
0.08
176
205
135
10.6
4
37
83
4
495.0
7,615.0
7.0
314.0
0.07
..
..
84
204
9.5
..
..
..
..
..
..
1,506
2,057
17.6
10
44
104
4
2,321.0
3,303.0
84.0
43.0
0.81
2,270
..
2,185
324
15.1
26
11
..
..
..
..
..
..
..
..
..
..
35
1
0.1
0
2
..
..
..
..
11
1
10.3
..
..
..
..
..
252
..
..
..
..
..
..
..
..
..
..
..
37
..
..
..
..
..
..
396.0
8,801.0
25.0
667.0
..
2,594
3,618
13.0
15
241
81
9
3,377.0
3,237.0
132.0
212.0
1.05
4,154
..
963
820
6.0
2,461
12,621
112
1,441
..
..
..
..
1.07
5,312
..
420
288
4.0
21
160
42
2,137.0
8,443.0
67.0
555.0
0.37
731
177
3
0.3
0
9
6
22
2,966.0
3,686.0
328.0
..
..
286
2
2.3
4
75
..
..
352.0
3,760.0
..
..
..
18,858
136,827
58.3
404
2,740
883
6,651
20,128.0
32,586.0
468.0
1,271.0
1.01
1,218
21
0
4.1
..
93
..
..
..
..
..
..
..
..
..
..
120
21
10.3
0
..
..
..
..
..
..
..
..
508
1,016
39.0
194
995
5
5
1,245.0
327.0
17.0
0.57
2,314
..
2
..
..
..
..
..
..
..
..
..
..
..
..
..
..
25
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
19,333
91,195
20.4
508
6,484
1,117
15,044
142,012.0
57,322.0
1,225.0
4,128.0
0.26
402
..
8
..
..
..
..
..
..
..
..
..
..
..
..
..
..
322
23
2.1
3
44
64
12
3,973.0
8,437.0
654.0
478.0
0.23
768
47
..
..
..
..
5
3
1,525.0
8,517.0
28.0
615.0
..
..
..
..
215
51
30.8
2
32
109
77
19,104.0
4,985.0
1,391.0
358.0
0.08
535
..
285
14
8.2
1
12
..
6,176
1,393
4.5
9
151
254
2,549
20,432.0
14,577.0
3,208.0
1,178.0
..
..
..
..
172
18
3.2
..
..
30
16
1,499.0
5,037.0
35.0
30.0
..
..
..
381
201
2.6
..
..
..
..
0.04
26
..
209
1
0.1
4
10
0.65
..
225
..
1,345
4
0.6
9
3
..
..
..
..
..
..
..
..
..
..
32,237
98,442
22.0
57,579
39,649
2,080
1,390
..
..
..
..
2.18
6,319
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
8,680
826
12.1
1,078
1,077
330
6,522
24,096.0
42,569.0
320.0
1,111.0
..
38
37
1.3
..
2
..
..
..
..
..
..
..
..
..
87
6
13.9
0
..
..
..
..
..
..
..
..
..
..
..
8,324
77
2.4
..
253
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
13,285
5,205
23.9
440
646
946
634
11,792.0
40,717.0
452.0
3,952.0
1.55
7,395
..
1,040
784
7.7
..
282
63
486
6,250.0
9,633.0
170.0
545.0
0.29
383
16,903
330
1.4
11
104
426
567
43,233.0
8,078.0
463.0
109.0
..
7
..
..
..
..
..
..
..
..
..
..
..
..
..
..
250
0
0.2
3
138
35
401
4,782.0
6,953.0
5.0
80.0
0.18
142
..
61
16
12.0
..
..
29
300.0
906.0
..
..
..
204
179
10.6
..
14
10
354
16,680.0
10,627.0
7.0
71.0
0.12
133
3,064
263
4.6
41
591
94
1,141
29,557.0
13,048.0
97.0
292.0
0.16
..
..
3,137
41,727
66.6
30
452
490
3,903
34,976.0
29,926.0
682.0
690.0
..
34,205
33,138
11.6
1,370
4,660
3,377
111
35,855.0
6,888.0
2,489.0
266.0
1.44
3,721
..
16,429
4,279
7.0
189
1,012
711
42
32,344.0
5,406.0
1,008.0
121.0
1.69
5,687
..
570
..
..
..
..
..
..
..
..
..
..
..
..
..
2,230
270
2.9
..
..
47
722
1,545.0
8,042.0
..
..
9,723
8,532
11.9
102
1,149
772
45
20,988.0
4,580.0
378.0
303.0
0.46
999
..
88,564
629
3,435
19,569
11,408
327,409.0
68,251.0
6,128.0
6,414.0
0.91
278
7
4.8
1
0
14
2
682.0
4,039.0
10.0
46.0
..
21
0
0.6
0
1
1
47.0
1,567.0
..
..
..
..
10
..
..
..
..
7
722
..
..
86.0
..
..
..
..
3
0
5.3
0
0
..
14
4.0
2,793.0
..
..
..
..
..
..
16,099
173
0.3
141
1,467
1,398
2,581
24,411.0
13,719.0
853.0
547.0
0.41
958
..
448
37
2.3
7
0
..
..
..
..
..
..
..
..
..
4,569
1,088
..
205
690
138
18
3,833.0
13,757.0
137.0
758.0
0.92
2,350
27
8
25.0
1
4
28
33.0
411.0
..
1.0
..
..
..
64
..
..
..
1
..
4.0
..
..
..
..
12,174
213,833
56.8
17,443
17,073
2,024
12,566
15,088.0
47,357.0
683.0
3,914.0
1.81
8,782
..
..
..
..
0
3
..
..
68.0
1,986.0
..
..
..
..
..
..
5,161
7,990
8.5
79
864
146
13
10,112.0
4,769.0
262.0
146.0
0.98
3,387
3,693
3,925
8.6
176
286
222
17
3,568.0
3,210.0
26.0
350.0
2.10
5,370
..
14
..
..
0
1
..
..
..
..
..
..
..
..
..
..
35
..
..
..
..
..
..
12.0
140.0
..
..
..
..
..
..
15,309
2,495
5.5
168
1,630
494
9,156
25,786.0
14,077.0
728.0
833.0
0.61
444
..
14
..
..
14
7
..
..
..
..
..
..
..
..
..
..
60,135
33,299
12.6
4,190
6,925
1,308
126
72,620.0
9,520.0
12,010.0
284.0
1.41
3,387
..
1,789
103
1.1
15
94
266
273
6,321.0
3,626.0
112.0
27.0
0.11
94
..
37
..
..
..
4
..
3
6.0
534.0
..
..
..
..
..
..
3
0
16
..
26.0
321.0
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
3
0
4.0
..
3
..
11
17.0
541.0
..
..
..
..
..
..
376
..
..
..
..
..
..
18
29
11.4
0
7
..
..
340.0
782.0
..
..
..
..
..
..
35
4
0.3
1
54
..
..
..
..
..
..
..
..
..
21,154
23,545
17.3
9,501
14,867
1,771
425
15,190.0
4,781.0
390.0
29.0
3.47
8,639
..
23,198
81,076
30.0
29,354
32,370
1,288
267
46,420.0
70,086.0
3,403.0
8,405.0
..
480
..
..
..
..
102
20
406.0
62.0
0.04
140
..
118
3
1.6
0
0
9
..
148.0
..
..
916
18
1.7
26
22
..
..
..
..
..
..
..
..
13,336
53,769
25.8
325
6,032
867
7,375
33,401.0
34,689.0
4,323.0
1,364.0
1.16
1,863
..
11
1
6.8
..
1
..
..
..
..
..
..
..
..
..
..
110
1
0.3
..
..
..
..
..
..
..
..
43
6
0
0.6
..
2
3.0
482.0
..
..
..
..
..
243
6
0.1
8
2
149
662.0
3,836.0
58.0
1.0
0.05
493
4,852
1,041
7.2
19
25
5,251.0
9,667.0
1,704
40,759
6,907
3.7
599
3,746
8,234
242
395,159.0
39,216.0
59,353.0
6,571.0
1.32
2,479
..
7
..
..
..
..
..
..
..
..
..
..
0.14
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
0
..
..
..
..
..
11
..
186.0
..
..
..
..
..
..
927
23
2.4
2
14
4
2,158.0
1,765.0
90.0
..
..
15,063
888
5.7
57
401
1,302
2,091
44,202.0
26,984.0
3,526.0
2,596.0
0.33
586
4,394
3,214
9.3
3,513
3,239
69
2,354
8,281.0
17,295.0
103.0
869.0
103,342
74,407
27.4
31,712
25,686
11,592
7,263
223,510.0
227,171.0
28,299.0
46,484.0
2.75
..
..
453,890
191,876
20.6
150,585
54,795
282,476
309,246
551,764.0
347,730.0
21,913.0
37,564.0
3.49
4,937
..
961
186
9.6
113
263
31
527
4,835.0
6,240.0
34.0
59.0
0.62
880
..
1,102
84
1.4
31
97
413
252
10,476.0
7,879.0
231.0
42.0
0.14
544
11
..
..
1
26.0
146.0
4.0
..
..
..
..
..
712
..
..
133
..
..
350
..
7,751
135,907
42.7
..
..
1,066
7,468
77,404.0
35,649.0
2,107.0
2,203.0
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
12
1.3
0
1
..
..
..
..
..
..
..
..
..
..
265
..
..
..
..
20
22
4,662.0
1,906.0
77.0
3.0
..
..
..
..
268
9
0.7
..
17
13
13
1,171.0
4,760.0
46.0
..
..
..
..
456
8
1.5
..
16
14.0
..
..
..
..
2,868,013
3,732,331
22.9
516,951
613,910
2,402,800
996,800
15,278,600.0
2,894,900.0
1,240,100.0
273,700.0
2.57
..
1,015,367
35.0
97,567
124,283
1,847,081
379,491
10,212,095.0
832,856.0
885,637.0
59,645.0
2.72
2,304
..
854,359
1,074,481
20.0
249,159
366,021
210,005
157,268
2,399,767.0
955,742.0
277,414.0
144,075.0
2.06
3,440
..
125,122
106,017
12.7
2,194
21,624
7,348
47,231
758,730.0
258,160.0
8,234.0
9,116.0
0.66
..
..
161,224
28,737
6.9
7,167
9,789
16,074
20,794
686,435.0
167,537.0
23,187.0
6,225.0
..
518,534
228,773
19.5
159,030
74,869
287,186
341,691
618,222.0
457,061.0
22,628.0
46,343.0
3.36
5,009
..
154,030
35,892
12.3
1,553
14,586
26,607
35,959
452,894.0
63,215.0
18,950.0
4,062.0
39,972
3,161
5.7
282
2,738
956
10,632
43,873.0
59,334.0
1,699.0
1,591.0
..
..
..
..
8,434
..
2.8
22
96
401
1,411
18,936.0
36,510.0
1,226.0
740.0
..
..
..
..
220,628
42,069
9.9
1,749
16,560
28,580
40,936
581,562.0
152,047.0
25,212.0
6,573.0
..
..
1,008,479
1,422,242
24.3
15,029
81,030
1,462,411
249,783
11,187,338.0
863,795.0
886,291.0
51,142.0
1.99
..
1,638,250
2,267,893
23.3
500,152
516,224
903,865
700,936
3,384,180.0
1,741,553.0
325,020.0
212,602.0
2.84
4,607
..