Table:
selected industry, naics code, and company size
totalb
used for domestic r&da

totalb,c
structuresd
equipment
capitalized software
all other and undistributede

all industries, 21-33, 42-81
587332
31885
3541
14898
8539
4907

manufacturing industries, 31-33
237691
15659
2662
9265
1611
2122

chemicals, 325
41932
5394
1788
2250
469
887

pharmaceuticals and medicines, 3254
16211
4394
1565
1641
399
789

other 325
25721
1000
223
609
70
98

machinery, 333
11707
866
90
548
101
127

computer and electronic products, 334
30411
4590
224
3529
527
310

communication equipment, 3342
2920
843
32
653
59
99

semiconductor and other electronic products, 3344
13312
2173
126
1763
212
73

other 334
14179
1574
66
1113
256
138

electrical equipment, appliance, and components, 335
3067
227
7
130
15
76

transportation equipment, 336
60636
1791
158
1141
222
271

automobiles, bodies, trailers, and parts, 3361-63
46164
1177
103
759
143
173

aerospace products and parts, 3364
11396
522
39
340
77
67

other 336
3076
92
16
42
2
31

manufacturing nec, other 31-33
89938
2791
395
1667
277
451

nonmanufacturing industries, 21-23, 42-81
349640
16226
879
5633
6928
2785

information, 51
117469
7730
555
3637
2739
800

software publishers, 5112
18215
1128
113
714
209
92

telecommunications services, 517
71766
3189
d
850
1443
d

other 51
27488
3413
d
2073
1087
d

finance and insurance, 52
20670
2753
25
426
1758
544

professional, scientific, and technical services, 54
13853
3072
187
881
1402
602

computer systems design and related services, 5415
6156
2020
97
552
1128
243

scientific r&d services, 5417
2593
717
79
260
60
318

other 54
5104
335
11
69
214
41

nonmanufacturing nec, other 21-23, 42-81
197648
2671
112
689
1029
839

size of company

small companiesf

10-19
1642
319
13
133
64
109

20-49
6837
924
43
413
104
364

medium companies

50-99
7618
855
200
391
180
84

100-249
12045
1989
136
1265
237
351

large companies

250-499
10452
1109
78
549
252
231

500-999
21640
1705
207
572
428
497

1,000-4,999
61271
4733
589
2021
1376
747

5,000-9,999
68790
4019
667
1371
1157
823

10,000-24,999
124057
5790
688
2553
1558
991

25,000 or more
272980
10442
919
5630
3182
710

Statement: $16 billion by nonmanufacturing industries was spent on structures, equipment, software, and other assets used for r&d.
Question: how many million dollars by nonmanufacturing industries were spent on structures, equipment, software, and other assets used for r&d?
Answer: [16226.0]