

Percent change at annual rate:







line 1 
Private fixed investment in intellectual property products

2023

4.5
Percent Change from Preceding Period

9.1
Percent Change from Preceding Period

9.1
Percent Change from Preceding Period

% Chg. from Preceding Period



Percentage points at annual rates:







line 2 
Software

.

.
Percentage Points at Annual Rate

.
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.
Percentage Points at Annual Rate

Percentage Points at Annual Rate


line 3 
Prepackaged

.

.
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line 4 
Custom

.

.
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.
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Percentage Points at Annual Rate


line 5 
Own account

.

.
Percentage Points at Annual Rate

.
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.
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Percentage Points at Annual Rate


line 6 
Research and development

.

.
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Percentage Points at Annual Rate

Percentage Points at Annual Rate


line 7 
Business

.

.
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Percentage Points at Annual Rate


line 8 
Manufacturing

.

.
Percentage Points at Annual Rate

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Percentage Points at Annual Rate


line 9 
Pharmaceutical and medicine manufacturing

.

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

Percentage Points at Annual Rate


line 10 
Chemical manufacturing excluding pharmaceutical and medicine

.

.
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.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

Percentage Points at Annual Rate


line 11 
Semiconductor and other electronic component manufacturing

.

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

Percentage Points at Annual Rate


line 12 
Other computer and electronic product manufacturing

.

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

Percentage Points at Annual Rate


line 13 
Motor vehicles bodies and trailers and parts manufacturing

.

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

Percentage Points at Annual Rate


line 14 
Aerospace products and parts manufacturing

.

.
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.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

Percentage Points at Annual Rate


line 15 
Other manufacturing

.

.
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.
Percentage Points at Annual Rate

Percentage Points at Annual Rate


line 16 
Nonmanufacturing

.

.
Percentage Points at Annual Rate

.
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.
Percentage Points at Annual Rate

Percentage Points at Annual Rate


line 17 
Scientific research and development services

.

.
Percentage Points at Annual Rate

.
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.
Percentage Points at Annual Rate

Percentage Points at Annual Rate


line 18 
All other nonmanufacturing

.

.
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.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

Percentage Points at Annual Rate


line 19 
Software publishers







line 20 
Financial and real estate services







line 21 
Computer systems design and related services







line 22 
Other nonmanufacturing







line 23 
Nonprofit institutions serving households

.

.
Percentage Points at Annual Rate

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Percentage Points at Annual Rate

.
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Percentage Points at Annual Rate


line 24 
Universities and colleges

.

.
Percentage Points at Annual Rate

.
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.
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Percentage Points at Annual Rate


line 25 
Other nonprofit institutions

.

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

Percentage Points at Annual Rate


line 26 
Entertainment literary and artistic originals

.

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

Percentage Points at Annual Rate


line 27 
Theatrical movies

.

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

Percentage Points at Annual Rate


line 28 
Longlived television programs

.

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

Percentage Points at Annual Rate


line 29 
Books

.

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

Percentage Points at Annual Rate


line 30 
Music

.

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

Percentage Points at Annual Rate


line 31 
Other

.

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

.
Percentage Points at Annual Rate

Percentage Points at Annual Rate
