Other Professional, Scientific, and Technical Services in Virginia 8th District (VA-08)

NAICS 541990 × VA-08 is a residual-services join, not a consultant roster

This page is a join: All Other Professional, Scientific, And Technical Services (NAICS 541990) as the industry key, and Virginia 8th District (VA-08) as congressional district place of performance. SpendingVault sums tagged obligations to $4,820,470,251.23 on 667 awards. The join is NAICS 541990 crossed with a VA-08 location field. Treat the pair as a catalog intersection, not a ranking of which district received more, and not a claim that 667 awards equal 667 unique primes.

NAICS 541990 is All Other Professional, Scientific, And Technical Services — a residual industry key, not a list of named practices. Telemarketing Bureaus And Other Contact Centers in Virginia 8th District is NAICS 561422 on the same district stamp. Mixing those books would leave this join. Correlation between this obligation sum and local employment is not causation. Place of performance as VA-08 locates the tagged awards; it does not deposit $4,820,470,251.23 in a district treasury. Confusing this join with Virginia 8th District contact centers (561422) or statewide Virginia 541990 totals would be a different overlay.

667 awards behind the 541990 cell

Mean obligation is about $7,227,091.83 if $4,820,470,251.23 were divided evenly across 667 lines. That ratio is not a published unit cost and not a typical invoice. Award count is a row count, including possible continuations and modifications. It is not a count of plants or unique vendors. 667 awards against this dollar cell is an administrative file, not a finished-work census.

This page will not invent contractor or recipient names. Open Virginia 8th District for the stored district table. Do not convert 667 into a map of Virginia 8th District (VA-08) work sites. The $4,820,470,251.23 total remains an obligation rollup on tagged awards. A 667-row residual-services file is thicker than the four-row 561422 file on the same district. Matching geography does not make the industry keys interchangeable. Cite NAICS 541990 and Virginia 8th District (VA-08) together.

Virginia 8th District, not a statewide professional-services rollup

Virginia 8th District (VA-08) is one geography tag, not a Northern Virginia metro list. Awards tagged to VA-11 or VA-02 sit on those other ties. Place of performance as VA-08 locates the tagged awards; it does not prove office addresses inside the current map. The district parent in this extract is $96,192,518,081.34 across every industry; $4,820,470,251.23 is the All Other Professional, Scientific, And Technical Services slice — about 5.0% of that parent by arithmetic. Subtracting is tempting; this page still does not publish the leftover NAICS list.

A statewide All Other Professional figure on Virginia federal spending is a different shelf. Do not rank VA-08 against neighboring districts as a winner or loser. Other Virginia district cells are other joins. Adding statewide All Other Professional, Scientific, And Technical Services dollars to $4,820,470,251.23 would double count. Campaign-finance filings are a different public-record system; this join does not claim donations funded these obligations.

NAICS 541990 obligations are not completed task orders

Industry awards often obligate as production lots, task orders, and modifications. The $4,820,470,251.23 headline is the obligation sum, not a punch-list of finished work and not a Treasury outlay total. A dashboard dated to a particular year is not automatically this join unless it uses NAICS 541990, VA-08 geography, and the obligation metric.

NAICS 541990 is the nationwide industry book without a VA-08 filter. This extract does not merge NAICS 561422 on the same VA-08 stamp into this 541990 cell. Those cuts would require award documentation beyond dollars, 667 awards, NAICS 541990, and Virginia 8th District (VA-08). Unique recipients remain unpublished.

What the VA-08 541990 table omits

The extract has no plant names, primes, or model lists. Facts remain $4,820,470,251.23, 667 awards, NAICS 541990, All Other Professional, Scientific, And Technical Services, Virginia 8th District (VA-08), and district parent $96,192,518,081.34. Keep the obligation label. Later ingests can revise both the dollars and the 667-award count; prefer the live table when the overlay and this snapshot diverge. It is not a named-consultant roster, a contact-center mix-in, or cash already paid.

Where the 541990 × VA-08 pair lives

Start with Virginia 8th District for the district rollup that contains this All Other Professional, Scientific, And Technical Services cell. NAICS 541990 is the nationwide NAICS 541990 listing. Virginia federal spending gives Virginia context without a VA-08 filter. All spending ties indexes other two-key joins on the same obligation metric. 667 awards totaling this cell remain an administrative file. Keep both All Other Professional, Scientific, And Technical Services and Virginia 8th District (VA-08) in every citation sentence. Do not recast $4,820,470,251.23 as cash already paid. USAspending.gov remains the source; SpendingVault republishes the join. FEC contribution tables do not fund this cell.

Questions

How much All Other Professional, Scientific, And Technical Services spending is obligated in Virginia 8th District?

USAspending.gov shows $4,820,470,251.23 in All Other Professional, Scientific, And Technical Services (NAICS 541990) obligations with Virginia 8th District (VA-08) as place of performance, across 667 awards. The sum is a commitment total, not outlays and not the district's full $96,192,518,081.34 parent.

Do 667 awards mean 667 unique professional-services vendors in VA-08?

No. Award count is a row count of NAICS 541990 actions tagged to VA-08. It is not a vendor census. Unique recipients are unpublished. Mean obligation of about $7,227,091.83 is a quotient of $4,820,470,251.23 and 667, not a unit cost.

Does the VA-08 541990 cell include contact centers (561422)?

Only if those awards also carry NAICS 541990. NAICS 561422 on the same VA-08 stamp is a different key. $4,820,470,251.23 is about 5.0% of the Virginia 8th District (VA-08) parent $96,192,518,081.34 by arithmetic. Cite USAspending.gov as the source.

Is the VA-08 residual professional-services total already paid as outlays?

Not on this metric. Obligations are recorded commitments on awards. Outlays are payments from the Treasury. The $4,820,470,251.23 headline is the obligation rollup in SpendingVault's extract. Progress payments are not published here. Original filings remain on USAspending.gov.