Intermediate Inputs Productivity for Manufacturing: Tobacco Manufacturing (NAICS 312230) in the United States
IPUEN312230P001000000productivityFree tier
| Series ID | IPUEN312230P001000000 |
|---|---|
| Units | Percent Change from Year Ago |
| Frequency | Annual |
| Category | productivity |
| 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 Productivity for Manufacturing: Tobacco Manufacturing (NAICS 312230) in the United States observation, for 2023-01-01, is -4.5 Percent Change from Year Ago, down from -2.5 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 | -4.5 Percent Change from Year Ago |
| Previous | -2.5 (2022-01-01) |
| Change | -2 (-80.0%) |
| First published value | -4.5 |
| Last release | 2026-06-24 |
| Vintages stored | 11 |
| Observations | 36 |
| Largest revision (5 years) | 2021-01-01: 5.2 → 0.8 |
Get it in Python
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df = yf.Client().macro("IPUEN312230P001000000")
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