Ammunition (Except Small Arms) Manufacturing federal obligations in Ohio

Ammunition (except small arms) tagged to Ohio

Ammunition (Except Small Arms) Manufacturing as NAICS 332993, Ohio as place of performance: 69 records summing to $272,798,456.63. A 332993 award coded outside OH is out. An award in Ohio tagged to a different NAICS is out even if the work sounds related. Ohio (OH) excludes Pennsylvania, West Virginia, Kentucky, Indiana, and Michigan. A West Virginia-coded ammunition award is WV.

Sixty-nine awards against $272,798,456.63 is thicker than a twenty-row ammunition file and still thin versus a parts-catalog NAICS. Large vehicles dominate the mean. Unique recipients are unpublished. Do not read 69 as 69 unique rounds produced, plant headcount, or named depots. Ohio federal spending is the all-industry state hub. NAICS 332993 is the industry book without a OH filter. Ohio industries lists other Ohio industry cells. All spending ties indexes other joins.

Do not assign 69 awards to a named Ohio plant. Unique recipients are unpublished. Correlation is not causation: Ohio did not “cause” $272,798,456.63 by existing as a large or small place. Population and outcome scores are not packet facts. The join is 332993 × OH only.

Sixty-nine rows are not a plant census

$272,798,456.63 does not measure rounds produced, plant headcount, or named depots. Those series are not USAspending fields on this aggregate. The cell sums award obligations with NAICS 332993 and a OH place-of-performance tag. This is the same 332993 class as the West Virginia ammunition join, but a different place-of-performance key. Do not add the two cells.

Do not treat 69 awards as a census of rounds produced, plant headcount, or named depots. Parent hubs are supposed to be larger than this pair. If Ohio federal spending or NAICS 332993 matched $272,798,456.63 and 69, the join would be pointless. Keep both keys on. West Virginia, Pennsylvania, and Indiana 332993 joins are other pairs, not addends.

Ohio is not a Midwest arsenal map

Place of performance OH is a geography tag on the award, not a metro list and not a commuting zone. Ohio (OH) excludes Pennsylvania, West Virginia, Kentucky, Indiana, and Michigan. A West Virginia-coded ammunition award is WV. Recipient headquarters can differ from that state tag.

Do not assign 69 awards to a named Ohio plant. Unique recipients are unpublished. This packet does not split $272,798,456.63 by city, county, or named facility. 69 awards stay statewide. A county table would be a different extract.

Energetics contracts still mean obligations

Even a thick or thin file records obligations, not necessarily outlays. $272,798,456.63 can include amounts that pay on a later schedule. Citing it as cash already sent in Ohio confuses two concepts. Deobligations and upward adjustments both move the total.

Ohio’s own budget is a different ledger. Mixing it with the 69-award USAspending file leaves this series. No fiscal year is published in this packet, so this page does not invent one. Keep the obligation label on $272,798,456.63. Sixty-nine awards is the row count as USAspending grouped it, not a count of rounds produced, plant headcount, or named depots.

Citing NAICS 332993 in Ohio

Cite USAspending.gov: Ammunition (Except Small Arms) Manufacturing (NAICS 332993) obligated $272,798,456.63 on 69 awards coded to Ohio. Name both sides. Keep “obligations.” Do not relabel the total as rounds produced, plant headcount, or named depots.

Ohio federal spending still includes every other NAICS tagged to OH. NAICS 332993 is the 332993 parent without the OH filter. Ohio industries holds other Ohio industry joins. All spending ties indexes other pairs. Do not add those parents into $272,798,456.63.

A usable footnote names NAICS 332993, Ohio, $272,798,456.63, and 69. The compact headline $273M is that same dollar total rounded. It is not a second extract. The implied mean near $3.95 million is $272,798,456.63 divided by 69. Means are not medians. USAspending.gov remains the originating system.

Questions

How much has NAICS 332993 obligated in Ohio?

USAspending.gov records $272,798,456.63 across 69 awards with NAICS 332993 and a Ohio place-of-performance tag. That is an obligation join, not an outlay and not a count of rounds produced, plant headcount, or named depots. Keep both keys when quoting $272,798,456.63.

Is $272,798,456.63 a measure of rounds produced, plant headcount, or named depots?

No. The packet publishes $272,798,456.63 and 69 awards for NAICS 332993 inside OH coding. Those other series are unpublished here. Unique recipients are unpublished. Quote the dollar total and the award count together. Obligations are not outlays.

Why does this 332993 file have 69 awards?

That is the award-record count for 332993 × OH. Combined with $272,798,456.63, the average is about $3.95 million. Modifications and repeat instruments add rows. 69 is not unique rounds produced, plant headcount, or named depots. Later ingests can revise the count.

Where are the parent tables for Ammunition (Except Small Arms) Manufacturing in Ohio?

Ohio federal spending and NAICS 332993 are the parents, not addends. Ohio industries lists other Ohio industry cells. All spending ties lists other pairs. Keep both sides of the join when citing $272,798,456.63. USAspending.gov is the source. Obligations are not outlays.