Physical/Engineering/Life R&D (ex-biotech) in Arizona 7th (AZ-07)

How 541712 meets AZ-07 in the award file

Congressional district AZ-07 and NAICS 541712 meet here. $5,758,139,400.88 is the USAspending.gov obligation sum on awards that carry both tags. It is not Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology)'s nationwide total, not every federal dollar coded to Arizona 7th District (AZ-07), and not an outlay register. The packet does not split physical versus engineering versus life sciences, or contract versus assistance. 16 is an action count: modifications and repeat awards add rows. Unique recipients are unpublished. This cell is not a lab census, a principal-investigator list, or a named-grant catalog.

Dividing $5,758,139,400.88 by 16 yields about $359,883,712.56 per award on average. That ratio is two packet facts. It is not a typical contract, grant, or benefit line. 16 awards is a thin R&D file with a nine-figure implied mean. Lab names are unpublished. Do not treat AZ-07's 541712 cell as a synonym for every R&D (ex-biotech) account nationwide. Open /districts/AZ-07/ (Arizona 7th District) for the district table without this NAICS filter, /industries/541712/ (NAICS 541712) for NAICS 541712 without a AZ-07 filter, /states/az/ (Arizona federal spending) for every industry in the Arizona extract, and /ties/ (All spending ties) for the rest of the join list. Quote those hubs as parents, not as addends to $5,758,139,400.88.

Keeping 541712 from collapsing into a nearby NAICS

USAspending labels NAICS 541712 as Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology). That code produced $5,758,139,400.88 when crossed with Arizona 7th District (AZ-07) place of performance. The industry-wide 541712 hub does not require AZ-07 geography. The district hub does not require R&D (ex-biotech). Only this tie applies both filters, which is why it cites 16 awards. The packet does not split physical versus engineering versus life sciences, or contract versus assistance.

Correlation is not causation: Arizona 7th District (AZ-07) did not cause $5,758,139,400.88 by existing as a large or small place. Population, outcome scores, and named facilities are not packet facts. The join is 541712 × AZ-07 only. This cell is not a lab census, a principal-investigator list, or a named-grant catalog. 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.

AZ-07 is a filter, not a factory tour

Arizona 7th District (AZ-07) on this join is a USAspending geography field, not a claim that every dollar was disbursed to residents of that district. Awards can list AZ-07 while later work occurs elsewhere. Awards tagged to other Arizona districts belong on those ties even when the industry is also NAICS 541712. Arizona 7th District (AZ-07) is a numbered stamp inside Arizona. Colorado 5th and Colorado 6th also host 541712 on other ties; those dollars stay there.

/states/az/ shows how NAICS 541712 sits beside other industries in the same state extract. $5,758,139,400.88 is one district-industry column, not the state table. This packet does not split Arizona 7th District (AZ-07) 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 (Except Biotechnology). The district-wide obligation total published here is $61,129,408,300.18; $5,758,139,400.88 is the R&D (ex-biotech) slice of that denominator.

$5,758,139,400.88 is a commitment sum

USAspending.gov records an obligation when the federal government commits funds on an award. $5,758,139,400.88 is that kind of sum for Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology) inside AZ-07 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 NAICS rollup; this packet does not split them. Net obligations can include downward adjustments. This page reports $5,758,139,400.88 as given.

Using /districts/AZ-07/ and /industries/541712/ as overlays

Cite USAspending.gov: Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology) (NAICS 541712) obligated $5,758,139,400.88 on 16 awards coded to Arizona 7th District (AZ-07). Name Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology) and Arizona 7th District (AZ-07) together. Keep the obligation word. If /districts/AZ-07/ or /industries/541712/ has refreshed, prefer the live hub over this snapshot for current rows. The pair is not a lab census, a principal-investigator list, or a named-grant catalog. 9.4% of $61,129,408,300.18 is the district share on this packet, not a performance score.

Keep Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology), Arizona 7th District (AZ-07), $5,758,139,400.88, and 16 awards together. /ties/ indexes other pairs. /industries/541712/ is the 541712 parent without a AZ-07 filter. /states/az/ is the Arizona parent. Do not add those parents to this cell. Sharing a district with R&D (ex-biotech) does not mean campaign donations funded these awards, and it does not convert obligations into outlays. This page reports one USAspending join. NAICS 541715 (except nanotechnology and biotechnology) is a different code used on other district pages. Do not treat 541712 as 541715.

No contractors, no FEC path, no fiscal year

16 awards is a thin R&D file with a nine-figure implied mean. Lab names are unpublished. NAICS 541715 (except nanotechnology and biotechnology) is a different code used on other district pages. Do not treat 541712 as 541715. A large row count makes a program 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 $359,883,712.56) and the district share (9.4% of $61,129,408,300.18) are ratios of packet facts. Prefer /districts/AZ-07/ and /industries/541712/ if the live tables moved. Except-biotechnology is the 541712 scope. This page does not publish a biotech remainder.

Questions

How much R&D (ex-biotech) spending is coded to Arizona 7th District (AZ-07)?

USAspending.gov lists $5,758,139,400.88 in Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology) obligations across 16 awards with place of performance in Arizona 7th District (AZ-07). NAICS 541712 × AZ-07 is an obligation join, not an outlay and not Arizona's complete federal ledger. The cell is 9.4% of the district's published total ($61,129,408,300.18). Unique recipients are unpublished. Average obligation is about $359,883,712.56, a ratio of those two facts only.

Does $5,758,139,400.88 include every R&D (ex-biotech) program in AZ-07?

The packet publishes one NAICS rollup. The packet does not split physical versus engineering versus life sciences, or contract versus assistance. $5,758,139,400.88 is the combined obligation sum for NAICS 541712 inside AZ-07 coding. This page will not invent a program pie or name contractors. Open /industries/541712/ and /districts/AZ-07/ to inspect parent tables. 16 remains an action count, not a program count.

Is $5,758,139,400.88 cash already paid in Arizona 7th District (AZ-07)?

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 $5,758,139,400.88 as checks already cleared in Arizona 7th District (AZ-07) confuses those terms. Later ingests can revise 16 awards. Prefer the live district and industry hubs if the tables moved.

Does 16 awards mean 16 unique companies in AZ-07?

No. 16 is an award-record count for Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology) in Arizona 7th District (AZ-07), not unique vendors. Modifications and repeat instruments add rows. This packet names no contractors or award recipients. Implied mean about $359,883,712.56 is two facts divided, not a typical invoice.