Physical, Engineering, and Life Sciences R&D in Massachusetts 6th District (MA-06)

NAICS 541712 × MA-06 is an R&D join, not a lab census

This page is a join: Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology) (NAICS 541712) as the industry key, and Massachusetts 6th District (MA-06) as congressional district place of performance. SpendingVault sums tagged obligations to $2,204,536,369.87 on 132 awards. The join is NAICS 541712 crossed with a MA-06 location field. Treat the pair as a catalog intersection, not a ranking of which district received more, and not a claim that 132 awards equal 132 unique primes.

NAICS 541712 is Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology). The except-biotechnology clause is part of the industry key. The same NAICS on Virginia 11th District is a different geography overlay; those dollars are not this cell. Correlation between this obligation sum and local employment is not causation. Place of performance as MA-06 locates the tagged awards; it does not deposit $2,204,536,369.87 in a district treasury. Confusing this join with Virginia 11th District 541712 dollars or Massachusetts statewide R&D totals would be a different overlay.

132 awards behind the except-biotechnology R&D cell

Mean obligation is about $16,701,033.11 if $2,204,536,369.87 were divided evenly across 132 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. 132 awards against this dollar cell is an administrative file, not a finished-work census.

This page will not invent contractor or recipient names. Open Massachusetts 6th District for the stored district table. Do not convert 132 into a map of Massachusetts 6th District (MA-06) work sites. The $2,204,536,369.87 total remains an obligation rollup on tagged awards. A 132-row R&D file against a multi-billion-dollar cell is a moderately sparse table with a high implied mean. That mean is not a typical research invoice. Unique recipients remain unpublished. Cite USAspending.gov; quote both join sides.

Massachusetts 6th District, not a statewide R&D rollup

Massachusetts 6th District (MA-06) locates tagged awards. Awards tagged to another Massachusetts district belong on those ties even when the NAICS is also 541712. This packet does not split MA-06 by city, campus, or North Shore folklore. Place of performance is not a payroll map of Massachusetts 6th District residents. The district parent in this extract is $31,096,066,122.58 across every industry; $2,204,536,369.87 is the Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology) slice — about 7.1% of that parent by arithmetic. Subtracting is tempting; this page still does not publish the leftover NAICS list.

A statewide Research And Development In The Physical figure on Massachusetts federal spending is a different shelf. Do not rank MA-06 against neighboring districts as a winner or loser. Other Massachusetts district cells are other joins. Adding statewide Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology) dollars to $2,204,536,369.87 would double count. Campaign-finance filings are a different public-record system; this join does not claim donations funded these obligations.

NAICS 541712 obligations are not completed experiments

Industry awards often obligate as production lots, task orders, and modifications. The $2,204,536,369.87 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 541712, MA-06 geography, and the obligation metric.

NAICS 541712 is the nationwide industry book without a MA-06 filter. This extract does not merge NAICS 541712 on Virginia 11th District into this 541712 cell. Those cuts would require award documentation beyond dollars, 132 awards, NAICS 541712, and Massachusetts 6th District (MA-06). Unique recipients remain unpublished.

What the MA-06 541712 table omits

The extract has no plant names, primes, or model lists. Facts remain $2,204,536,369.87, 132 awards, NAICS 541712, Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology), Massachusetts 6th District (MA-06), and district parent $31,096,066,122.58. Keep the obligation label. Later ingests can revise both the dollars and the 132-award count; prefer the live table when the overlay and this snapshot diverge. It is not a named-lab roster, a biotechnology mix-in, or cash already paid.

Where the 541712 × MA-06 pair lives

Start with Massachusetts 6th District for the district rollup that contains this Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology) cell. NAICS 541712 is the nationwide NAICS 541712 listing. Massachusetts federal spending gives Massachusetts context without a MA-06 filter. All spending ties indexes other two-key joins on the same obligation metric. 132 awards totaling this cell remain an administrative file. Keep both Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology) and Massachusetts 6th District (MA-06) in every citation sentence. Do not recast $2,204,536,369.87 as cash already paid. USAspending.gov remains the source; SpendingVault republishes the join. FEC contribution tables do not fund this cell.

Questions

How much NAICS 541712 R&D spending is obligated in Massachusetts 6th District?

USAspending.gov shows $2,204,536,369.87 in Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology) (NAICS 541712) obligations with Massachusetts 6th District (MA-06) as place of performance, across 132 awards. The sum is a commitment total, not outlays and not the district's full $31,096,066,122.58 parent.

Do 132 awards mean 132 unique research labs in MA-06?

No. Award count is a row count of NAICS 541712 actions tagged to MA-06. It is not a vendor census. Unique recipients are unpublished. Mean obligation of about $16,701,033.11 is a quotient of $2,204,536,369.87 and 132, not a unit cost.

Does the MA-06 541712 cell include Virginia 11th District 541712 dollars?

Only if those awards also carry NAICS 541712. NAICS 541712 on Virginia 11th District is a different key. $2,204,536,369.87 is about 7.1% of the Massachusetts 6th District (MA-06) parent $31,096,066,122.58 by arithmetic. Cite USAspending.gov as the source.

Is the MA-06 except-biotech R&D total already paid as outlays?

Not on this metric. Obligations are recorded commitments on awards. Outlays are payments from the Treasury. The $2,204,536,369.87 headline is the obligation rollup in SpendingVault's extract. Progress payments are not published here. Original filings remain on USAspending.gov.