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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
120
..
..
..
..
..
..
..
..
..
..
167
1
0.1
3
15
23
1
1,823.0
7,596.0
57.0
433.0
..
..
..
..
5,689
..
..
1
138
268
581
11,147.0
9,197.0
879.0
282.0
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
10
43
11.7
3
8
919.0
2,294.0
..
..
..
..
..
..
45
77
22.1
..
196
..
..
..
..
..
7
0
0.0
..
13
8
371.0
1,826.0
1.0
..
..
..
..
..
9,730
664
4.8
252
1,921
406
3,263
70,131.0
15,713.0
1,479.0
893.0
599
477
21.0
..
..
40
8
4,233.0
7,648.0
78.0
282.0
0.21
1,220
..
..
2
7.1
..
..
..
..
..
..
..
..
..
..
60,891
7,759
25.6
5,235
4,093
2,966
29,443
97,211.0
76,801.0
2,584.0
5,536.0
..
..
13,700
26,999
17.1
1,743
2,049
1,872
175
17,472.0
8,815.0
232.0
168.0
..
994
49
3.9
4
182
119
16
5,657.0
9,023.0
63.0
597.0
0.15
1,691
..
23
0
0.0
..
..
..
..
..
..
..
..
..
..
..
493
18
0.5
..
..
3
326
405.0
13,703.0
10.0
114.0
..
..
..
..
4,927
..
..
2
46
74
373
10,831.0
4,696.0
1,338.0
86.0
..
..
..
..
68
19
17.0
..
..
73
194.0
793.0
..
..
..
..
..
..
1,352
276
110
4,610.0
14,934.0
273.0
511.0
0.48
1,382
..
17,016
65,783
21.9
4,088
4,468
799
415
..
..
..
..
..
14
0
0.0
..
12
..
27
..
..
5.0
294.0
..
..
..
..
291
1
4.2
..
..
..
..
..
..
..
..
..
..
..
1
12.5
..
..
..
..
..
..
..
..
80
..
..
0
0
7
155.0
2,045.0
3.0
..
..
..
..
152
35
5.5
2
19
5
227
4,838.0
3,661.0
23.0
38.0
..
..
..
933
342
5.2
19
23
53
8
1,013.0
9,935.0
52.0
678.0
0.19
535
329
39
0.5
3
18.0
52.0
..
..
..
..
70,292
7,652
9.0
921
6,312
4,666
19,566
346,752.0
47,273.0
4,520.0
2,191.0
..
..
287
28
1.0
..
2
137
177.0
4,179.0
..
72.0
..
514
..
4,118
2,248
8.6
336
319
165
6
10,906.0
4,076.0
388.0
86.0
..
246
3
1.9
..
..
..
..
..
..
..
..
33
0
1.1
..
..
..
..
..
166
1,193
6.4
19
60
..
..
..
1,131
..
..
..
..
..
..
..
..
..
..
65,822
30,335
13.7
7,617
16,638
4,710
32,445
66,458.0
109,335.0
715.0
8,776.0
1.55
..
22
0
0.2
0
2
1
1
65.0
206.0
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
17
16
37.3
..
..
..
..
..
..
..
..
..
..
..
..
14
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
8,980
1,270
6.3
80
1,356
402
2,680
53,520.0
15,595.0
42.0
346.0
..
669,744
769,699
23.1
10,977
42,724
1,426,644
159,019
9,192,753.0
261,982.0
785,857.0
19,853.0
..
..
194,080
34.8
401
21,542
31,154.0
45,546.0
946.0
2,912.0
1.07
4,809
..
0
0.0
2
35
2,504.0
12,239.0
29.0
235.0
0.49
3,545
9,297
883
8.4
197
1,772
432
1,855
33,617.0
21,964.0
486.0
466.0
..
..
3
..
..
..
..
..
..
..
..
..
..
..
172
18
0.7
..
..
..
..
..
..
..
73
..
..
..
..
..
0.41
..
128
..
666
1,921
20.4
8
1,018
15
566
8,878.0
7,091.0
9.0
66.0
..
241
58
3.6
..
..
..
..
..
..
..
..
..
4,800
1,723
12.0
135
474
77
11
3,351.0
3,973.0
285.0
428.0
..
1,288
..
..
..
..
21
86
1,840.0
3,822.0
14.0
1.0
..
..
..
..
..
..
..
157.0
2,626.0
..
..
..
..
..
..
1,485
94
17.6
574
327
1
2
1,603.0
2,307.0
20.0
..
..
14,994
45,218
21.2
954
1,970
541
59
22,855.0
5,010.0
522.0
86.0
15,319
14,327
15.8
6,631
2,636
1,090
186
5,520.0
4,288.0
135.0
185.0
..
9
..
..
..
..
3
10
36.0
315.0
8.0
..
..
..
..
6
1
..
11
8.0
182.0
..
..
..
..
..
..
85
406
6.0
201
7
220
9,806.0
5,970.0
4.0
17.0
..
..
..
..
2,848
125
6.7
13
280
35
373
13,951.0
7,701.0
78.0
83.0
..
..
..
..
18,469
639
2.8
881
1,343
43,212.0
17,325.0
2,252.0
674.0
1.02
841
17
414
7.8
0
137
2
144
4,883.0
7,895.0
16.0
24.0
2
..
..
..
..
..
..
..
..
..
..
..
..
..
..
38
..
..
..
..
..
..
..
..
..
..
..
..
..
..
1,748
2,286
17.7
131
105
25
1
3,392.0
3,043.0
36.0
90.0
..
3,968
9
3.2
0
3
1,428.0
878.0
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
176
2
2.2
..
..
..
..
..
..
..
..
..
..
11,328
4,490
8.1
3,205
1,089
1,557
105
5,746.0
3,571.0
150.0
74.0
..
66,479
95,754
20.8
16,661
15,507
13,386
1,373
298,103.0
16,868.0
30,120.0
1,224.0
..
..
10
10.0
..
..
..
..
..
..
..
..
..
..
..
..
61
..
..
..
..
..
..
..
..
..
..
..
..
58
..
..
..
91
121.0
3,076.0
..
10.0
..
..
621
39
3.1
16
106
90
164
2,876.0
7,870.0
103.0
379.0
0.24
1,823
109,379
223,371
16.0
47,010
24,083
39,822
18,747
246,296.0
26,098.0
33,448.0
3,549.0
..
2,106
..
..
..
..
12,539
2,819
14.3
50
371
394
532
..
..
721.0
162.0
..
28
..
..
..
..
..
..
..
..
..
..
..
..
..
..
56
0
2.2
0
12
..
16
13.0
289.0
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
126
369
5.0
18
492
9
249
..
..
35.0
57.0
41
..
..
..
..
..
..
..
..
..
..
..
..
..
14
..
..
..
..
..
..
..
..
..
..
..
..
..
20
0
0.1
40
1.0
..
..
..
..
40
..
..
..
..
..
..
..
..
..
..
..
..
..
..
105
..
138
188
2,293.0
5,075.0
..
7,478
21,997
17.7
1,390
1,384
433
13
7,979.0
4,089.0
868.0
39.0
..
684
322
33.3
74
65
34
2
1,419.0
9,266.0
7.0
457.0
..
149,213
35,219
12.5
1,526
14,349
26,267
35,306
435,581.0
52,878.0
17,497.0
3,949.0
32,554
9,895
7.9
212
2,501
1,397
7,403
91,362.0
35,760.0
2,959.0
1,409.0
57,755
..
..
10,210
581
506,935.0
17,194.0
13,903.0
113.0
..
9,814
..
..
1,068.0
1,064.0
8,563
80,006
40.7
15,380
152,464
75
42
..
..
95.0
19.0
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
13,955
14,222
21.8
3,113
2,872
1,592
8,017
5,080.0
20,976.0
626.0
1,329.0
..
..
85,419
43,257
8.8
6,228
6,009
10,281
797
108,275.0
11,299.0
26,386.0
308.0
..
201
1
1.5
16
60
2,576.0
4,219.0
94.0
6.0
..
..
..
..
101,014
83,103
13.4
51,024
28,889
222,452
66,748
269,517.0
94,825.0
22,051.0
10,696.0
3,533
129
1.4
25
322
3,242.0
4,522.0
114.0
15.0
..
..
..
2,971
4,589
32.2
32
400
13,043.0
16,019.0
134.0
196.0
0.12
682
1,753
47
2.3
160
37
126.0
27.0
0.41
..
169
..
4
..
..
..
..
..
..
..
..
..
..
..
..
177
..
..
..
..
..
..
..
..
..
..
..
..
72,490
98,538
16.9
9,057
12,353
186,245
51,753
299,622.0
60,825.0
61,233.0
8,015.0
263
..
..
1
4
..
..
..
..
..
..
..
..
..
..
1,150
78
2.3
..
..
47.0
345.0
0.08
182
194
135
10.5
83
4
495.0
7,616.0
7.0
314.0
0.08
..
..
89
..
..
..
..
..
..
..
1,469
1,921
16.4
10
44
104
4
2,321.0
3,303.0
84.0
43.0
..
2,268
324
15.1
26
11
..
..
..
..
..
..
..
..
..
..
36
1
0.1
0
2
..
..
..
..
..
..
12
..
..
..
..
..
..
..
..
..
..
..
..
..
..
247
..
..
..
..
..
..
..
..
..
..
..
36
..
..
..
..
..
..
396.0
8,801.0
25.0
667.0
..
..
..
..
2,739
3,569
12.8
16
239
81
9
3,377.0
3,237.0
132.0
212.0
..
947
805
5.9
2,214
7,035
112
1,441
..
..
..
..
..
427
287
4.0
21
160
42
..
2,137.0
8,445.0
67.0
555.0
0.38
642
163
6
0.6
6
22
2,966.0
3,686.0
328.0
..
..
292
2
2.3
..
..
..
..
..
..
..
..
..
..
21,885
66,214
28.2
883
6,651
20,128.0
32,586.0
468.0
1,271.0
23
0
4.1
..
..
..
..
..
..
..
..
..
..
..
99
..
..
..
..
..
..
..
..
527
207
7.9
5
5
1,245.0
327.0
17.0
..
2
..
..
..
..
..
..
..
..
..
..
..
..
..
..
21
1
4.0
..
..
..
..
..
..
..
..
199
17
2.0
0
8
6
14
2,540.0
2,483.0
24.0
3.0
0.31
569
20,074
85,899
19.3
432
6,244
1,117
15,044
142,012.0
57,324.0
1,225.0
4,128.0
0.27
..
8
..
..
..
..
..
..
..
..
..
..
..
..
..
..
272
23
2.1
3
36
64
12
3,973.0
8,438.0
654.0
478.0
0.23
768
49
..
..
..
..
5
3
1,525.0
8,517.0
28.0
615.0
..
..
..
..
210
51
30.8
2
32
109
77
19,104.0
4,985.0
1,391.0
358.0
0.09
534
..
309
14
8.2
1
12
..
..
6,453
1,268
4.1
254
2,549
20,432.0
14,579.0
3,208.0
1,178.0
..
..
..
..
173
18
3.2
..
..
30
16
1,499.0
5,037.0
35.0
30.0
..
..
..
419
201
2.6
..
..
..
..
..
..
..
..
0.04
..
199
1
0.1
12
10
..
..
..
..
1,464
3
0.5
..
..
..
..
..
..
..
..
..
..
..
..
33,377
92,149
20.6
38,063
30,950
2,080
1,390
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
8,983
820
12.0
1,005
1,045
330
6,522
24,096.0
42,569.0
320.0
1,111.0
..
38
37
1.3
..
2
..
..
..
..
..
..
..
..
..
64
6
13.9
..
..
..
..
..
..
..
..
..
..
..
7,900
76
2.4
..
253
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
13,262
5,274
23.6
409
575
946
634
11,792.0
40,720.0
452.0
3,952.0
..
1,083
784
7.6
..
30
511
6,250.0
9,634.0
17.0
545.0
0.28
382
17,038
329
1.4
11
104
426
567
43,233.0
8,079.0
463.0
109.0
..
6
..
..
..
..
..
..
..
..
..
..
..
..
..
..
259
0
0.2
3
10
35
401
4,782.0
6,953.0
5.0
80.0
0.18
142
..
60
..
..
..
29
300.0
906.0
..
..
..
154
179
10.6
..
14
10
354
16,680.0
10,627.0
7.0
71.0
2,702
263
4.6
41
591
94
1,141
29,557.0
13,048.0
97.0
292.0
0.16
..
..
3,072
41,727
66.6
30
452
490
3,903
34,976.0
29,927.0
682.0
690.0
..
..
..
36,767
28,269
10.8
1,370
4,554
3,377
111
35,855.0
6,889.0
2,489.0
266.0
..
17,099
3,747
6.2
148
921
711
42
32,344.0
5,406.0
1,008.0
121.0
1.73
5,743
..
585
..
..
..
..
..
..
..
..
..
..
..
..
..
2,347
269
2.9
..
..
47
722
1,545.0
8,042.0
..
..
9,710
8,357
11.6
96
1,169
772
45
20,988.0
4,581.0
378.0
303.0
..
89,967
629
3,435
19,569
11,408
327,409.0
68,261.0
6,128.0
6,414.0
0.94
264
7
4.8
1
0
14
2
682.0
4,039.0
11.0
46.0
..
22
0
1
1
47.0
1,567.0
..
..
..
..
11
..
..
..
..
7
722
..
..
86.0
..
..
..
..
2
0
5.3
..
14
4.0
2,793.0
..
..
..
..
..
..
17,321
..
..
1,398
2,581
24,411.0
13,719.0
853.0
547.0
0.46
835
..
396
37
2.3
..
..
..
..
..
..
..
..
..
4,741
986
..
205
690
138
18
3,833.0
13,759.0
137.0
758.0
0.97
2,350
33
1
4
28
33.0
411.0
..
1.0
..
..
..
65
..
..
..
..
4.0
..
..
..
..
12,221
94,103
25.0
13,827
18,184
2,024
12,566
15,088.0
47,358.0
683.0
3,911.0
..
..
..
..
..
..
..
..
..
..
..
..
..
..
5,420
7,897
8.4
79
864
146
13
10,112.0
4,769.0
262.0
146.0
3,828
3,881
8.5
176
281
222
17
3,568.0
3,211.0
26.0
350.0
..
16
..
..
0
1
..
..
..
..
..
..
..
..
..
..
33
..
..
..
..
..
..
12.0
140.0
..
..
..
..
..
..
15,885
2,476
5.5
168
1,630
1,804
9,156
25,786.0
14,077.0
728.0
833.0
..
14
..
..
..
..
..
..
..
..
..
..
..
..
65,638
32,852
12.4
4,139
6,927
1,308
126
72,620.0
9,520.0
12,010.0
284.0
..
1,779
103
1.1
15
94
266
273
6,321.0
3,626.0
112.0
27.0
..
34
..
..
..
3
..
..
..
..
..
..
..
3
0
15
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
7
..
3
..
11
17.0
541.0
..
..
..
..
..
..
378
..
..
..
..
..
..
..
20
29
11.4
0
7
..
..
340.0
782.0
..
..
..
..
..
..
33
..
..
..
..
..
..
..
..
..
21,880
22,976
16.8
9,414
15,050
1,771
425
15,190.0
4,781.0
390.0
29.0
..
23,075
77,974
28.8
29,674
30,440
1,288
267
46,420.0
70,091.0
3,403.0
8,405.0
..
453
..
..
..
..
102
20
406.0
62.0
..
142
..
112
3
1.6
0
0
..
..
..
..
897
17
1.7
..
..
..
..
..
..
..
..
..
13,963
44,864
21.8
325
6,032
867
7,375
33,401.0
34,688.0
4,323.0
1,364.0
..
12
..
..
..
1
..
..
..
..
..
..
..
..
..
..
86
1
0.3
..
..
..
..
..
..
..
..
..
44
9
..
..
..
..
2
3.0
482.0
..
..
..
..
..
237
6
0.1
2
149
662.0
3,836.0
58.0
1.0
5,165
1,041
7.2
..
..
1,672
42,623
6,815
3.6
471
3,594
8,234
242
395,159.0
39,220.0
59,353.0
6,571.0
..
6
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
0
..
..
..
..
..
11
..
186.0
..
..
..
..
..
..
934
14
4
2,158.0
1,765.0
90.0
..
..
..
..
12,777
888
5.7
57
401
1,302
2,091
44,202.0
26,987.0
3,526.0
2,596.0
0.33
581
4,443
3,213
9.3
..
..
69
2,354
8,281.0
17,295.0
103.0
869.0
105,564
72,663
26.5
31,685
21,049
11,592
7,263
223,508.0
227,170.0
28,299.0
46,481.0
..
..
455,856
166,436
17.9
125,720
43,661
262,244
329,229
551,764.0
347,735.0
21,913.0
37,564.0
..
960
186
9.6
72
202
..
..
4,835.0
6,240.0
..
..
..
1,375
84
1.4
31
97
413
252
10,476.0
7,879.0
231.0
42.0
0.16
547
12
..
..
..
..
11.0
146.0
4.0
..
..
..
..
..
657
..
..
..
..
..
..
..
..
..
..
..
352
..
8,213
122,993
38.6
..
..
1,066
7,468
77,404.0
35,648.0
2,107.0
2,203.0
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
..
283
..
..
..
..
20
22
4,662.0
1,906.0
77.0
3.0
..
..
..
..
263
11
0.9
..
13
13
1,171.0
4,760.0
46.0
..
..
..
..
..
480
8
1.5
..
..
..
..
..
14.0
..
..
..
..
..
2,933,011
19.1
455,541
559,737
2,385,200
1,015,900
15,285,200.0
2,897,100.0
1,241,800.0
273,400.0
..
..
1,038,821
..
23.4
91,715
116,368
..
876,946
1,007,803
18.7
223,576
342,570
215,964
151,788
2,221,856.0
706,523.0
254,482.0
101,010.0
..
129,867
12.2
2,037
20,775
..
..
151,992
3,139
3,021
17,557
18,210
..
..
521,773
196,772
17.0
133,337
60,299
..
..
..
174,645
..
11.7
1,554
14,594
39,578
6.0
182
2,110
1,834
8,160
52,736.0
73,303.0
4,192.0
1,921.0
..
..
..
..
8,171
..
2.1
1
4
..
..
..
..
..
..
240,772
20.4
1,663
15,830
..
..
..
..
1,015,385
1,006,573
18.8
14,412
77,730
..
..
..
1,676,026
1,688,559
19.1
439,466
466,173
..
..
..