All Other Miscellaneous Fabricated Metal Product Manufacturing in Ohio (NAICS 332999)

Ohio and residual fabricated metal as a pair

NAICS 332999 and place-of-performance state OH meet on this tie. $59,430,594.76 is the obligation sum on awards that carry both tags. It is not Ohio's statewide federal total, not the nationwide all other miscellaneous fabricated metal product manufacturing rollup, and not cash already paid. USAspending labels the industry All Other Miscellaneous Fabricated Metal Product Manufacturing; this overlay applies that code only where Ohio is the geography field.

3,934 is an award-action count. Modifications, delivery orders, and repeat vehicles add rows. Unique vendors are not published in this packet. Reading 3,934 as plants, offices, or payrolls in Ohio would confuse actions with establishments. The join does not rank Ohio against other states and does not assign a fiscal year; none is in the facts.

Open Ohio federal spending for the state rollup, NAICS 332999 for the industry hub, Ohio industries for other NAICS in the same geography, and All spending ties for other pairs. Do not add those parent pages into $59,430,594.76.

NAICS 332999 versus Ohio industrial valves

USAspending labels NAICS 332999 as All Other Miscellaneous Fabricated Metal Product Manufacturing. The packet does not name SKUs, shops, or primes. Residual NAICS labels collect what other six-digit metal codes do not; they are not a second copy of industrial valve manufacturing (332911), which in Ohio on this slice is $61,703,595.87 across 1,795 awards.

Arizona other metal valve and pipe fitting manufacturing (NAICS 332919) is $56,293,885.12 across 253 awards. That valve code is not 332999. Michigan other metal container manufacturing (NAICS 332439) is $47,439,504.43 across 764 awards. Keep Ohio's residual metal cell on 332999. Award titles on the NAICS 332999 hub are the place to see what a given line bought.

Place of performance in Ohio

Ohio on this join is a geography field, not a Toledo-only overlay. Place of performance can list OH while later work occurs in Kentucky or Indiana; those states are not inside this total unless also coded OH. The packet does not split counties.

Ohio geophysical surveying (541360) and translation (541930) also use OH place of performance. Sharing geography does not merge professional services into the residual metal total.

3,934 awards and a small mean

Dividing $59,430,594.76 by 3,934 yields about $15,107 per award on average. Catalog lines can mint thousands of rows. Award count 3,934 is a record count, not a payment count and not a unique-shop census.

An obligation is a legal commitment. $59,430,594.76 is that kind of sum. This packet has no outlay total and no fiscal-year split. Citing the figure as cash already spent in Ohio over-reads the field.

What the residual-metal–Ohio join does not prove

A residual-metal cell is not proof of a single Ohio fabricator and not a ranking of metal codes as more important. FEC filings and USAspending awards are different datasets. Keep $59,430,594.76 labeled as NAICS 332999 obligations with Ohio place of performance. Correlation is not causation.

A later ingest can restate $59,430,594.76 or the 3,934 count without changing the join key of NAICS 332999 and OH. Place of performance remains a geography tag, not proof that work stayed inside Ohio. Keep the obligation word on $59,430,594.76 in every footnote.

How to cite miscellaneous fabricated metal in Ohio

Cite USAspending.gov, NAICS 332999 (All Other Miscellaneous Fabricated Metal Product Manufacturing), Ohio (OH), $59,430,594.76, and 3,934 awards. Note that the figures are obligations. Point readers to Ohio federal spending, NAICS 332999, Ohio industries, and All spending ties rather than collapsing those pages into this cell. Mean per award stays about $15,107 as a ratio only.

Readers who reuse this snapshot should keep both sides of the join in the same sentence and treat award rows as records rather than unique vendors. This narrative does not invent a fiscal year, a recipient list, or an outlay total that the packet omitted. Ohio's 332999 cell is all other miscellaneous fabricated metal product manufacturing. 3,934 awards and $59,430,594.76 are not other NAICS in the same state and not the same NAICS in another state unless those figures appear above.

Questions

How much has NAICS 332999 obligated in Ohio?

USAspending.gov records $59,430,594.76 in obligations for NAICS 332999 (All Other Miscellaneous Fabricated Metal Product Manufacturing) with Ohio place of performance, covering 3,934 awards. That is an obligation total, not an outlay total. Original filings remain on USAspending.gov.

Is 332999 the same as Ohio industrial valves?

No. Industrial valve manufacturing in Ohio on this slice is NAICS 332911 at $61,703,595.87 across 1,795 awards. Residual fabricated metal is 332999. Original filings remain on USAspending.gov. The $59,430,594.76 figure is obligations, not outlays. Keep both join sides in the answer: All Other Miscellaneous Fabricated Metal Product Manufacturing and Ohio. Outlays can differ from $59,430,594.76, and unique contractors are unpublished in this packet.

Is 3,934 the number of metal shops in Ohio?

No. The extract lists 3,934 awards totaling $59,430,594.76. Catalog traffic can multiply rows. Unique vendors are not published. Original filings remain on USAspending.gov. The $59,430,594.76 figure is obligations, not outlays. Reading the 3,934 count as plants or offices in Ohio would confuse actions with establishments. Quote NAICS 332999 and Ohio together when you reuse $59,430,594.76.

Where is the live residual-metal–Ohio table?

Ohio federal spending is the state rollup. NAICS 332999 is the industry hub without a state filter. Ohio industries lists other NAICS in Ohio. All spending ties lists other pairs. The $59,430,594.76 and 3,934 awards are the 332999×OH join only.