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    Q1 1947    
 
 
    Q4 2022
Index 2012=100
Line Name Q4 2022 Q3 2022 Q4 2021
1
Private fixed investment in intellectual property products
110.090 110.267 107.721
2
Software
86.819 88.649 89.284
3 Prepackaged
4 Custom
5 Own account
6
Research and development
131.713 130.085 124.507
7 Business
8 Manufacturing
9 Pharmaceutical and medicine manufacturing
10 Chemical manufacturing excluding pharmaceutical and medicine
11 Semiconductor and other electronic component manufacturing
12 Other computer and electronic product manufacturing
13 Motor vehicles bodies and trailers and parts manufacturing
14 Aerospace products and parts manufacturing
15 Other manufacturing
16 Nonmanufacturing
17 Scientific research and development services
18 All other nonmanufacturing
19 Software publishers
20 Financial and real estate services
21 Computer systems design and related services
22 Other nonmanufacturing
23 Nonprofit institutions serving households
24 Universities and colleges
25 Other nonprofit institutions
26
Entertainment literary and artistic originals
122.078 120.947 114.916
27 Theatrical movies
28 Long-lived television programs
29 Books
30 Music
31 Other
   

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