How much R&D Physical/Life Sci spending is coded to Maryland 3rd District (MD-03)?

USAspending.gov lists $2,431,654,494.31 in Research And Development In The Physical, Engineering, And Life Sciences obligations across 89 awards with place of performance in Maryland 3rd District (MD-03). NAICS 541710 × MD-03 is an obligation join, not an outlay and not Maryland's complete federal ledger. The cell is 7.8% of the district's published total ($31,356,776,634.33). Unique recipients are unpublished. Average obligation is about $27,321,960.61, a ratio of those two facts only.

Does $2,431,654,494.31 include every R&D Physical/Life Sci product line in MD-03?

The packet publishes one NAICS rollup. The packet does not split physical from engineering from life-science 541710 work, and it does not split contract versus assistance. $2,431,654,494.31 is the combined obligation sum for NAICS 541710 inside MD-03 coding. This page will not invent a product pie or name contractors. Open NAICS 541710 and Maryland 3rd District to inspect parent tables. 89 remains an action count, not a product count.

Is $2,431,654,494.31 cash already paid in Maryland 3rd District (MD-03)?

No. Obligations are commitments recorded on USAspending.gov awards. Outlays — money that actually left the Treasury — are a different concept and are not this packet's headline. Treating $2,431,654,494.31 as checks already cleared in Maryland 3rd District (MD-03) confuses those terms. Later ingests can revise 89 awards. Prefer the live district and industry hubs if the tables moved.

How does this R&D Physical/Life Sci cell relate to Maryland statewide spending?

Maryland federal spending is the Maryland statewide extract across industries. $2,431,654,494.31 is the Research And Development In The Physical, Engineering, And Life Sciences amount inside Maryland 3rd District (MD-03) only, not the statewide R&D Physical/Life Sci total. Adding Maryland federal spending to $2,431,654,494.31 double-counts. NAICS 541710 nationwide lives on NAICS 541710. This join is 541710 × MD-03.

← All data ties

R&D Physical/Life Sciences (NAICS 541710) in Maryland 3rd District (MD-03)

$2,431,654,494.31 is the USAspending.gov obligation sum for NAICS 541710 (Research And Development In The Physical, Engineering, And Life Sciences) inside Maryland 3rd District (MD-03), on 89 award records. Eighty-nine 541710 awards equal about eight percent of Maryland 3rd District's district obligation total — a moderate older-code R&D file, not a named-PI roster. That pair is Research And Development In The Physical, Engineering, And Life Sciences and Maryland 3rd District (MD-03) — not Maryland's entire federal inflow, not Research And Development In The Physical, Engineering, And Life Sciences nationwide, and not cash already paid. The cell is 7.8% of this district's published obligation total ($31,356,776,634.33). Implied average obligation is about $27,321,960.61 ($2,431,654,494.31 ÷ 89). Correlation is not causation.

Key figures

R&D Physical/Life Sci in Maryland 3rd District (MD-03): $2,431,654,494.31 across 89 USAspending awards.
Implied mean about $27,321,960.61 per record; district share 7.8% of $31,356,776,634.33.
NAICS 541710 × MD-03 is an obligation join, not an outlay and not a named-recipient list.
Cite USAspending.gov; quote Maryland 3rd District and NAICS 541710 if live tables moved.
Maryland federal spending and All spending ties are parents and an index, not amounts to add into $2,431,654,494.31.

Research And Development In The Physical, Engineering, And Life Sciences and Maryland 3rd District (MD-03) as a USAspending pair

NAICS 541710 and congressional district MD-03 meet here. $2,431,654,494.31 is the USAspending.gov obligation sum on awards that carry both tags. It is not the nationwide Research And Development In The Physical, Engineering, And Life Sciences total, not every federal dollar coded to Maryland 3rd District (MD-03), and not an outlay register. The packet does not split physical from engineering from life-science 541710 work, and it does not split contract versus assistance. 89 is an action count: modifications and repeat awards add rows. Unique recipients are unpublished. This cell is not a grant-title catalog, a named-PI file, or a later 541712/541715 recode of the same labs.

Dividing $2,431,654,494.31 by 89 yields about $27,321,960.61 per award on average. That ratio is two packet facts. It is not a typical contract, grant, or benefit line. 89 awards is a moderate R&D file. That count is not a laboratory census. Do not treat MD-03's 541710 cell as a synonym for every R&D Physical/Life Sci account nationwide. Open Maryland 3rd District for the district table without this industry filter, NAICS 541710 for NAICS 541710 without a MD-03 filter, Maryland federal spending for every industry in the Maryland extract, and All spending ties for the rest of the join list. Quote those hubs as parents, not as addends to $2,431,654,494.31.

How USAspending labels Research And Development In The Physical, Engineering, And Life Sciences

USAspending labels industry 541710 as Research And Development In The Physical, Engineering, And Life Sciences. That code produced $2,431,654,494.31 when crossed with Maryland 3rd District (MD-03) place of performance. The industry-wide 541710 hub does not require MD-03 geography. The district hub does not require R&D Physical/Life Sci. Only this tie applies both filters, which is why it cites 89 awards. The packet does not split physical from engineering from life-science 541710 work, and it does not split contract versus assistance.

Correlation is not causation: Maryland 3rd District (MD-03) did not cause $2,431,654,494.31 by existing as a large or small place. Population, outcome scores, and named facilities are not packet facts. The join is 541710 × MD-03 only. This cell is not a grant-title catalog, a named-PI file, or a later 541712/541715 recode of the same labs. Do not invent contractors or award recipients to fill the gap. Campaign donations on FEC tables do not fund this USAspending cell; the datasets are separate.

Geography is MD-03, not a facility map

Maryland 3rd District (MD-03) on this join is a USAspending geography field, not a claim that every dollar was disbursed to residents of that district. Awards can list MD-03 while later work occurs elsewhere. Awards tagged to other Maryland districts belong on those ties even when the industry is also 541710. Maryland 3rd District (MD-03) is a numbered congressional place-of-performance code inside Maryland. Other Maryland districts are separate joins even when they reuse NAICS 541710. Maryland 3rd District (MD-03) is not Maryland 1st, 4th, or 5th. Those Maryland districts host 541712 or 541512 in this harvest, not 541710.

Maryland federal spending shows how NAICS 541710 sits beside other industries in the same state extract. $2,431,654,494.31 is one district-industry column, not the state table. This packet does not split Maryland 3rd District (MD-03) by county, city, or census tract. Awards that carry a different NAICS stay on those other ties even if the work sounds related to Research And Development In The Physical, Engineering, And Life Sciences. The district-wide obligation total published here is $31,356,776,634.33; $2,431,654,494.31 is the R&D Physical/Life Sci slice of that denominator.

Commitment totals versus cash paid

USAspending.gov records an obligation when the federal government commits funds on an award. $2,431,654,494.31 is that kind of sum for Research And Development In The Physical, Engineering, And Life Sciences inside MD-03 coding. Later deobligations, recoveries, or payment schedules can change what leaves the Treasury without this join rewriting itself into a cash register. Assistance and contract awards can share the same industry rollup; this packet does not split them. Net obligations can include downward adjustments. This page reports $2,431,654,494.31 as given.

Keeping both sides of the 541710 × MD-03 pair

Cite USAspending.gov: Research And Development In The Physical, Engineering, And Life Sciences (NAICS 541710) obligated $2,431,654,494.31 on 89 awards coded to Maryland 3rd District (MD-03). Name Research And Development In The Physical, Engineering, And Life Sciences and Maryland 3rd District (MD-03) together. Keep the obligation word. If Maryland 3rd District or NAICS 541710 has refreshed, prefer the live hub over this snapshot for current rows. The pair is not a grant-title catalog, a named-PI file, or a later 541712/541715 recode of the same labs. 7.8% of $31,356,776,634.33 is the district share on this packet, not a performance score.

Share, mean, and what they are not

89 awards is a moderate R&D file. That count is not a laboratory census. 541710 is not 541712 (except biotechnology) and not 541715 (except nano and biotech). Later vintages are other joins. Do not add MD-04 or MD-05 dollars here. A large row count makes a product split tempting; the packet still does not supply one. A small row count makes a named-facility story tempting; the packet still does not name facilities or contractors. The implied mean (about $27,321,960.61) and the district share (7.8% of $31,356,776,634.33) are ratios of packet facts. Prefer Maryland 3rd District and NAICS 541710 if the live tables moved.

Do not rank Maryland 3rd District (MD-03) as more R&D Physical/Life Sci-dependent than neighboring districts on the strength of this cell alone. Neighboring geographies have their own 541710 ties with different dollar totals, or no published 541710 cell in this harvest. This snapshot holds $2,431,654,494.31 and 89 only. All spending ties is the index, not an addend. Obligations are not outlays. Correlation is not causation.

Questions

How much R&D Physical/Life Sci spending is coded to Maryland 3rd District (MD-03)?: USAspending.gov lists $2,431,654,494.31 in Research And Development In The Physical, Engineering, And Life Sciences obligations across 89 awards with place of performance in Maryland 3rd District (MD-03). NAICS 541710 × MD-03 is an obligation join, not an outlay and not Maryland's complete federal ledger. The cell is 7.8% of the district's published total ($31,356,776,634.33). Unique recipients are unpublished. Average obligation is about $27,321,960.61, a ratio of those two facts only.
Does $2,431,654,494.31 include every R&D Physical/Life Sci product line in MD-03?: The packet publishes one NAICS rollup. The packet does not split physical from engineering from life-science 541710 work, and it does not split contract versus assistance. $2,431,654,494.31 is the combined obligation sum for NAICS 541710 inside MD-03 coding. This page will not invent a product pie or name contractors. Open NAICS 541710 and Maryland 3rd District to inspect parent tables. 89 remains an action count, not a product count.
Is $2,431,654,494.31 cash already paid in Maryland 3rd District (MD-03)?: No. Obligations are commitments recorded on USAspending.gov awards. Outlays — money that actually left the Treasury — are a different concept and are not this packet's headline. Treating $2,431,654,494.31 as checks already cleared in Maryland 3rd District (MD-03) confuses those terms. Later ingests can revise 89 awards. Prefer the live district and industry hubs if the tables moved.
How does this R&D Physical/Life Sci cell relate to Maryland statewide spending?: Maryland federal spending is the Maryland statewide extract across industries. $2,431,654,494.31 is the Research And Development In The Physical, Engineering, And Life Sciences amount inside Maryland 3rd District (MD-03) only, not the statewide R&D Physical/Life Sci total. Adding Maryland federal spending to $2,431,654,494.31 double-counts. NAICS 541710 nationwide lives on NAICS 541710. This join is 541710 × MD-03.

USAspending.gov congressional district place-of-performance joined to NAICS industry. Obligations are not outlays.