Other Scientific and Technical Consulting Services in Arkansas (NAICS 541690)

NAICS 541690 dollars tagged to Arkansas

This page intersects Other Scientific And Technical Consulting Services and Arkansas. $21,564,814.42 is the obligation sum where both filters are true. It is not Arkansas's entire federal inflow, not every other scientific and technical consulting services dollar in the country, and not an outlay. 11 is the award-record count on that pair.

Open Arkansas federal spending (/states/ar/) for the state rollup, NAICS 541690 (/industries/541690/) for the industry hub, Arkansas industries (/states/ar/industries/) for other NAICS in Arkansas, and All spending ties (/ties/) for other pairs. Neither parent is this intersection.

Campaign-finance tables are a different dataset; FEC donations do not fund these USAspending obligations. Unique contractors are unpublished and will not be invented here.

Other scientific and technical consulting services, not environmental consulting (541620) and not ammunition except small arms

On the industry side, USAspending stores Other Scientific And Technical Consulting Services as NAICS 541690. On the state side, the key is AR. Packet facts stop at that title, that geography, $21,564,814.42, and 11 awards. The industry is not environmental consulting (541620) and not ammunition except small arms. Inventing 11 Arkansas scientific consultancies from the award-record count would over-read the field.

Louisiana's same-code scientific-consulting overlay on this extract is a different state key. Do not add a neighboring code into $21,564,814.42. The NAICS 541690 hub does not require Arkansas.

Arkansas as a geography field, not a city overlay

Arkansas is a USAspending geography field, not a Little Rock or Fayetteville-only overlay. Awards can list AR while later performance occurs in another state; those states are not inside this total unless also coded AR. The packet does not split counties.

The state hub at /states/ar/ shows how 541690 sits beside other industries with AR place of performance. Headquarters can differ from the place-of-performance tag.

Mean obligation and the 11-row file

11 awards against $21,564,814.42 imply about $1,960,438 per record. That quotient is not a typical award, not a median, and not 11 Arkansas scientific consultancies. Modifications add rows. Places of performance below the state tag are unpublished. Do not read 11 as 11 finished projects.

An obligation is a recorded commitment. $21,564,814.42 is that kind of sum. This packet has no outlay total. Citing the figure as cash already cleared in Arkansas over-reads the field.

Correlation is not causation on this join

Industry presence in Arkansas and federal obligations in that industry can move together or not; this packet cannot say which. Louisiana's same-code scientific-consulting overlay on this extract is a different state key. Do not fold FEC donations into USAspending. Cite both sides: Other Scientific And Technical Consulting Services and Arkansas. a named Arkansas laboratory is not what this cell reports.

Reading the Arkansas 541690 hubs

Keep $21,564,814.42 labeled as other scientific and technical consulting services obligations in Arkansas. Open /states/ar/, /industries/541690/, /states/ar/industries/, and /ties/. Those four links are the only hrefs this packet authorizes. None convert the join into environmental consulting, management consulting, or ammunition manufacturing or into a named-recipient file.

Cite both sides every time: Other Scientific And Technical Consulting Services and Arkansas, NAICS 541690, $21,564,814.42, 11 awards, source USAspending.gov. A later bulk file can move the dollars without changing the keys. Keep Other Scientific And Technical Consulting Services and Arkansas together when citing $21,564,814.42. NAICS 541690 and place-of-performance AR are the join keys. Obligations of $21,564,814.42 are not outlays. Original filings remain on USAspending.gov for this pair. Campaign-finance tables do not fund these USAspending obligations. Unique recipients remain unpublished on this state-industry join. The state industries index and All spending ties index are larger than this cell. A later USAspending ingest can restate $21,564,814.42 without changing the join keys. 11 is the award-record count, not 11 Arkansas scientific consultancies. About $1,960,438 is a quotient of two packet facts, not a typical invoice. Keep Other Scientific And Technical Consulting Services and Arkansas together when citing $21,564,814.42.

Questions

How much has NAICS 541690 obligated in Arkansas?

USAspending.gov records $21,564,814.42 in obligations for NAICS 541690 (Other Scientific And Technical Consulting Services) with Arkansas place of performance, covering 11 awards. That is an obligation total, not an outlay total, and not the nationwide 541690 figure. Original filings remain on USAspending.gov.

Is this the same as environmental consulting, management consulting, or ammunition manufacturing?

No. This join is NAICS 541690 only, not environmental consulting (541620) and not ammunition except small arms. $21,564,814.42 and 11 awards here do not absorb environmental consulting, management consulting, or ammunition manufacturing. Keep 541690 and Arkansas together in the citation. Original filings remain on USAspending.gov.

Is 11 a recipient census for Arkansas?

No. 11 counts award records tagged to NAICS 541690 in Arkansas, not unique vendors and not 11 Arkansas scientific consultancies. Modifications add rows. About $1,960,438 is $21,564,814.42 divided by 11, not a typical invoice. Recipients are unpublished.

Where is the live other scientific and technical consulting services–Arkansas table?

Arkansas federal spending at /states/ar/ is the state rollup. NAICS 541690 at /industries/541690/ is the industry hub without a state filter. Arkansas industries at /states/ar/industries/ lists other NAICS in Arkansas. All spending ties at /ties/ lists other pairs. The $21,564,814.42 and 11 awards are the 541690×AR join only.