Medical, Dental, And Hospital Equipment And Supplies Merchant Wholesalers federal obligations in New Jersey

A thick medical-wholesale file on New Jersey

Medical, Dental, And Hospital Equipment And Supplies Merchant Wholesalers as NAICS 423450, New Jersey as place of performance: 53,491 records summing to $258,763,885.38. A 423450 award coded outside NJ is out. An award in New Jersey tagged to a different NAICS is out even if the work sounds related. New Jersey (NJ) excludes New York, Pennsylvania, Delaware, and Maryland. A New York-coded wholesale award is NY.

Fifty-three thousand four hundred ninety-one awards against $258,763,885.38 is a high-count, low-mean wholesale file. Recurring catalog actions can mint tens of thousands of rows. Unique recipients are unpublished. Do not read 53,491 as 53,491 unique SKU lines, unique distributors, or named hospitals. New Jersey federal spending is the all-industry state hub. NAICS 423450 is the industry book without a NJ filter. New Jersey industries lists other New Jersey industry cells. All spending ties indexes other joins.

Do not read 53,491 as 53,491 unique New Jersey distributors. Unique recipients are unpublished. Correlation is not causation: New Jersey did not “cause” $258,763,885.38 by existing as a large or small place. Population and outcome scores are not packet facts. The join is 423450 × NJ only.

Wholesale is not manufacturing

$258,763,885.38 does not measure SKU lines, unique distributors, or named hospitals. Those series are not USAspending fields on this aggregate. The cell sums award obligations with NAICS 423450 and a NJ place-of-performance tag. Merchant wholesalers of medical, dental, and hospital equipment (423450) are not manufacturers of surgical appliances (339113).

Do not treat 53,491 awards as a census of SKU lines, unique distributors, or named hospitals. Parent hubs are supposed to be larger than this pair. If New Jersey federal spending or NAICS 423450 matched $258,763,885.38 and 53,491, the join would be pointless. Keep both keys on. New York, Pennsylvania, and Delaware 423450 joins are other pairs, not addends.

New Jersey is not a hospital-warehouse map

Place of performance NJ is a geography tag on the award, not a metro list and not a commuting zone. New Jersey (NJ) excludes New York, Pennsylvania, Delaware, and Maryland. A New York-coded wholesale award is NY. Recipient headquarters can differ from that state tag.

Do not read 53,491 as 53,491 unique New Jersey distributors. Unique recipients are unpublished. This packet does not split $258,763,885.38 by city, county, or named facility. 53,491 awards stay statewide. A county table would be a different extract.

High volume still means obligations

Even a thick or thin file records obligations, not necessarily outlays. $258,763,885.38 can include amounts that pay on a later schedule. Citing it as cash already sent in New Jersey confuses two concepts. Deobligations and upward adjustments both move the total.

New Jersey’s own budget is a different ledger. Mixing it with the 53,491-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 $258,763,885.38. Fifty-three thousand four hundred ninety-one awards is the row count as USAspending grouped it, not a count of SKU lines, unique distributors, or named hospitals.

Citing NAICS 423450 in New Jersey

Cite USAspending.gov: Medical, Dental, And Hospital Equipment And Supplies Merchant Wholesalers (NAICS 423450) obligated $258,763,885.38 on 53,491 awards coded to New Jersey. Name both sides. Keep “obligations.” Do not relabel the total as SKU lines, unique distributors, or named hospitals.

New Jersey federal spending still includes every other NAICS tagged to NJ. NAICS 423450 is the 423450 parent without the NJ filter. New Jersey industries holds other New Jersey industry joins. All spending ties indexes other pairs. Do not add those parents into $258,763,885.38.

A usable footnote names NAICS 423450, New Jersey, $258,763,885.38, and 53,491. The compact headline $259M is that same dollar total rounded. It is not a second extract. The implied mean near $4,838 is $258,763,885.38 divided by 53,491. Means are not medians. USAspending.gov remains the originating system.

Questions

How much has NAICS 423450 obligated in New Jersey?

USAspending.gov records $258,763,885.38 across 53,491 awards with NAICS 423450 and a New Jersey place-of-performance tag. That is an obligation join, not an outlay and not a count of SKU lines, unique distributors, or named hospitals. Keep both keys when quoting $258,763,885.38.

Is $258,763,885.38 a measure of SKU lines, unique distributors, or named hospitals?

No. The packet publishes $258,763,885.38 and 53,491 awards for NAICS 423450 inside NJ 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 423450 file have 53,491 awards?

That is the award-record count for 423450 × NJ. Combined with $258,763,885.38, the average is about $4,838. Modifications and repeat instruments add rows. 53,491 is not unique SKU lines, unique distributors, or named hospitals. Later ingests can revise the count.

Where are the parent tables for Medical, Dental, And Hospital Equipment And Supplies Merchant Wholesalers in New Jersey?

New Jersey federal spending and NAICS 423450 are the parents, not addends. New Jersey industries lists other New Jersey industry cells. All spending ties lists other pairs. Keep both sides of the join when citing $258,763,885.38. USAspending.gov is the source. Obligations are not outlays.