Other professional, scientific, and technical services in Oklahoma (NAICS 541990)

How USAspending pairs residual professional services with Oklahoma

This page intersects one six-digit industry and one state. $77,122,568.74 is the obligation sum where both filters are true. NAICS 541990 is all other professional, scientific, and technical services, not a statewide spending total and not a national 541990 rollup. Those parent tables live on Oklahoma federal spending and NAICS 541990.

287 awards against $77.1 million is a mid-count residual cell. 287 is an award-record count. Modifications can sit beside base awards. The packet does not say how many unique vendors produced the 287 lines. Reading 287 as firms, labs, or clinics in Oklahoma would confuse actions with establishments.

Oklahoma industries lists other NAICS codes with OK place of performance. All spending ties indexes other state–industry pairs. Do not sum those indexes into $77,122,568.74. The headline remains $77,122,568.74 on 287 awards for this pair alone.

The overlay exists because two filters are true at once. Quote the industry code and the state together whenever you reuse the headline dollar figure. The packet publishes an obligation sum and an award-action count; it does not publish unique vendors, a median, outlays, or a fiscal year. Parent hubs remain the place to see the statewide mix and the national industry page without the other filter.

NAICS 541990 as a residual professional code

USAspending labels NAICS 541990 as All Other Professional, Scientific, And Technical Services. The packet does not name tasks, agencies, or primes. Named professional codes such as systems design never enter $77,122,568.74 unless they also appear as 541990, which they do not. Keep the six-digit label when you cite the Oklahoma cell.

Base-support folklore is ordinary speech, not extra packet dollars. Unique contractors are unpublished. Dividing $77,122,568.74 by 287 produces about $268,720. That quotient is arithmetic, not a typical Oklahoma contract. There is no median, no top-award table, and no fiscal-year breakout on this packet. Do not treat the mean as a posted unit price.

Oklahoma geography on a 541990 cell

Oklahoma place of performance can cover Oklahoma City, Tulsa, or a reporting address near a federal installation. The packet has no site split. Inside the OK tag, named cities are not broken out. A named city can sit inside $77,122,568.74 only if its awards carry NAICS 541990 and OK — which this narrative cannot verify.

Place-of-performance geography is not the same as contractor headquarters. A firm based elsewhere can perform in Oklahoma, and an Oklahoma address can appear on work done out of state. This join reports the coded pair, not a campus map. Oklahoma federal spending remains the statewide parent.

Obligations versus outlays for Oklahoma 541990

USAspending obligations are commitments, not checks that have cleared. $77,122,568.74 can include amounts that will be paid later, cancelled, or modified. The packet does not publish outlays. 287 is not a payment count. Quote NAICS 541990 in Oklahoma as obligations and leave fiscal-year folklore off the citation — years are unpublished here.

What the professional-services–Oklahoma pair does not prove

A residual NAICS is not proof of a single prime and not proof that Oklahoma specialized in professional services because of federal demand. Unique contractors are unpublished. Campaign-finance tables are a different dataset; donations do not fund these awards. Keep both sides of the join in any headline: NAICS 541990 and Oklahoma.

How to cite other professional services in Oklahoma

Cite USAspending.gov, NAICS 541990 (All Other Professional, Scientific, And Technical Services), Oklahoma (OK), $77,122,568.74, and 287 awards. Note that the figures are obligations. Point readers to Oklahoma federal spending, NAICS 541990, Oklahoma industries, and All spending ties rather than collapsing those pages into this cell. Mean per award stays about $268,720 as a ratio only.

A residual professional-services NAICS is a label on the award, not a named specialty list. 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. Place of performance remains a geography tag, not proof that work stayed inside Oklahoma. Keep the obligation word on $77,122,568.74 in every footnote.

Questions

How much has NAICS 541990 obligated in Oklahoma?

The pair totals $77,122,568.74 across 287 awards, per USAspending.gov NAICS industry aggregates by place of performance state. Those are obligations for All Other Professional, Scientific, And Technical Services inside Oklahoma coding, not outlays and not every federal dollar in Oklahoma. Source filings stay on USAspending.gov.

How many 541990 awards sit in Oklahoma?

287 award records produced $77,122,568.74. Concentration or dispersion is visible only as that count against that sum. About $268,720 per award is $77,122,568.74 divided by 287, not a typical Oklahoma purchase. The packet does not list unique recipients or a median award.

What does all other professional services include in Oklahoma?

The packet uses the USAspending label All Other Professional, Scientific, And Technical Services for NAICS 541990. $77,122,568.74 across 287 awards is that code with Oklahoma place of performance. The extract does not list task types. Original filings remain on USAspending.gov.

Where are the parent Oklahoma and NAICS 541990 tables?

Use Oklahoma federal spending for the statewide industry mix, NAICS 541990 for the national industry page, Oklahoma industries for the state NAICS index, and All spending ties for other joins. This page quotes only the 541990 × OK cell. Original filings remain on USAspending.gov.