Intermediate Inputs for Manufacturing: Electric Lighting Equipment Manufacturing (NAICS 3351) in the United States
IPUEN3351P011000000otherFree tier
| Series ID | IPUEN3351P011000000 |
|---|---|
| Units | Percent Change from Year Ago |
| Frequency | Annual |
| Category | other |
| Latest observation | 2023-01-01 |
| History | Point-in-time: every value as first published plus each revision, so backtests see only what was known on the day |
Latest reading
The latest Intermediate Inputs for Manufacturing: Electric Lighting Equipment Manufacturing (NAICS 3351) in the United States observation, for 2023-01-01, is -2.5 Percent Change from Year Ago, down from 12.9 for 2022-01-01. It has not been revised since it was first published. 94.4% of observations in this history were revised after first release.
| Latest observation | 2023-01-01 |
|---|---|
| Latest value | -2.5 Percent Change from Year Ago |
| Previous | 12.9 (2022-01-01) |
| Change | -15.4 (-119.4%) |
| First published value | -2.5 |
| Last release | 2026-06-24 |
| Vintages stored | 11 |
| Observations | 36 |
| Largest revision (5 years) | 2019-01-01: 4.4 → 8.4 |
Get it in Python
import finzdata as yf
df = yf.Client().macro("IPUEN3351P011000000")
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