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R&D except Nano/Bio (NAICS 541715) in Arizona 5th District (AZ-05)

Place-of-performance AZ-05 crossed with Research And Development In The Physical, Engineering, And Life Sciences (Except Nanotechnology And Biotechnology) (NAICS 541715) yields $2,629,398,964.68 in USAspending.gov obligations on 5 awards. Five 541715 awards equal about thirty-nine percent of Arizona 5th District's published obligation book — a five-row R&D file that dominates a smaller district parent. That pair is Research And Development In The Physical, Engineering, And Life Sciences (Except Nanotechnology And Biotechnology) and Arizona 5th District (AZ-05) — not Arizona's entire federal inflow, not Research And Development In The Physical, Engineering, And Life Sciences (Except Nanotechnology And Biotechnology) nationwide, and not cash already paid. The cell is 39.1% of this district's published obligation total ($6,727,141,416.58). Implied average obligation is about $525,879,792.94 ($2,629,398,964.68 ÷ 5). Correlation is not causation.

Key figures

  • R&D (exc. Nano/Bio) in Arizona 5th District (AZ-05): $2,629,398,964.68 across 5 USAspending awards.
  • Implied mean about $525,879,792.94 per record; district share 39.1% of $6,727,141,416.58.
  • NAICS 541715 × AZ-05 is an obligation join, not an outlay and not a named-recipient list.
  • Cite USAspending.gov; quote Arizona 5th District and NAICS 541715 if live tables moved.
  • Arizona federal spending and All spending ties are parents and an index, not amounts to add into $2,629,398,964.68.

The Arizona 5th District (AZ-05) filter on R&D (exc. Nano/Bio)

NAICS 541715 and congressional district AZ-05 meet here. $2,629,398,964.68 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 (Except Nanotechnology And Biotechnology) total, not every federal dollar coded to Arizona 5th District (AZ-05), and not an outlay register. The packet does not split physical from engineering from life-science 541715 work, and it does not split contract versus assistance. 5 is an action count: modifications and repeat awards add rows. Unique recipients are unpublished. This cell is not a patent list, a named-lab file, or a nanotechnology/biotechnology R&D book.

Dividing $2,629,398,964.68 by 5 yields about $525,879,792.94 per award on average. That ratio is two packet facts. It is not a typical contract, grant, or benefit line. Five awards against a two-point-six-billion-dollar 541715 cell is extreme concentration. Do not read 5 as five named laboratories. Do not treat AZ-05's 541715 cell as a synonym for every R&D (exc. Nano/Bio) account nationwide. Open Arizona 5th District for the district table without this industry filter, NAICS 541715 for NAICS 541715 without a AZ-05 filter, Arizona federal spending for every industry in the Arizona extract, and All spending ties for the rest of the join list. Quote those hubs as parents, not as addends to $2,629,398,964.68.

The Research And Development In The Physical, Engineering, And Life Sciences (Except Nanotechnology And Biotechnology) industry rollup

USAspending labels industry 541715 as Research And Development In The Physical, Engineering, And Life Sciences (Except Nanotechnology And Biotechnology). That code produced $2,629,398,964.68 when crossed with Arizona 5th District (AZ-05) place of performance. The industry-wide 541715 hub does not require AZ-05 geography. The district hub does not require R&D (exc. Nano/Bio). Only this tie applies both filters, which is why it cites 5 awards. The packet does not split physical from engineering from life-science 541715 work, and it does not split contract versus assistance.

Correlation is not causation: Arizona 5th District (AZ-05) did not cause $2,629,398,964.68 by existing as a large or small place. Population, outcome scores, and named facilities are not packet facts. The join is 541715 × AZ-05 only. This cell is not a patent list, a named-lab file, or a nanotechnology/biotechnology R&D book. 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.

Reading the AZ-05 stamp

Arizona 5th District (AZ-05) 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-05 while later work occurs elsewhere. Awards tagged to other Arizona districts belong on those ties even when the industry is also 541715. Arizona 5th District (AZ-05) is a numbered congressional place-of-performance code inside Arizona. Other Arizona districts are separate joins even when they reuse NAICS 541715. Arizona 5th District (AZ-05) is a numbered place-of-performance stamp inside Arizona. Other Arizona districts keep their own 541715 ties if they exist.

Arizona federal spending shows how NAICS 541715 sits beside other industries in the same state extract. $2,629,398,964.68 is one district-industry column, not the state table. This packet does not split Arizona 5th District (AZ-05) 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 Nanotechnology And Biotechnology). The district-wide obligation total published here is $6,727,141,416.58; $2,629,398,964.68 is the R&D (exc. Nano/Bio) slice of that denominator.

USAspending obligations on this pair

USAspending.gov records an obligation when the federal government commits funds on an award. $2,629,398,964.68 is that kind of sum for Research And Development In The Physical, Engineering, And Life Sciences (Except Nanotechnology And Biotechnology) inside AZ-05 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 $2,629,398,964.68 as given.

Arizona's own budget is a separate ledger. Mixing it with the 5-row R&D (exc. Nano/Bio) cell leaves USAspending.gov. Treat 5 as award records in the aggregate, not unique vendors. Do not annualize without a year field in the packet. Do not per-capita or per-recipient the dollar total; those denominators are unpublished. The implied mean ($525,879,792.94) is a concentration statistic, not a typical AZ-05 R&D (exc. Nano/Bio) payment.

Citing $2,629,398,964.68 without dropping a join side

Cite USAspending.gov: Research And Development In The Physical, Engineering, And Life Sciences (Except Nanotechnology And Biotechnology) (NAICS 541715) obligated $2,629,398,964.68 on 5 awards coded to Arizona 5th District (AZ-05). Name Research And Development In The Physical, Engineering, And Life Sciences (Except Nanotechnology And Biotechnology) and Arizona 5th District (AZ-05) together. Keep the obligation word. If Arizona 5th District or NAICS 541715 has refreshed, prefer the live hub over this snapshot for current rows. The pair is not a patent list, a named-lab file, or a nanotechnology/biotechnology R&D book. 39.1% of $6,727,141,416.58 is the district share on this packet, not a performance score.

Row count versus dollar concentration

Five awards against a two-point-six-billion-dollar 541715 cell is extreme concentration. Do not read 5 as five named laboratories. Ohio 10th and California 43rd also use 541715. Those cells are not addends to AZ-05. A high share is not a ranking of Arizona districts. 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 $525,879,792.94) and the district share (39.1% of $6,727,141,416.58) are ratios of packet facts. Prefer Arizona 5th District and NAICS 541715 if the live tables moved.

Questions

How much R&D (exc. Nano/Bio) spending is coded to Arizona 5th District (AZ-05)?
USAspending.gov lists $2,629,398,964.68 in Research And Development In The Physical, Engineering, And Life Sciences (Except Nanotechnology And Biotechnology) obligations across 5 awards with place of performance in Arizona 5th District (AZ-05). NAICS 541715 × AZ-05 is an obligation join, not an outlay and not Arizona's complete federal ledger. The cell is 39.1% of the district's published total ($6,727,141,416.58). Unique recipients are unpublished. Average obligation is about $525,879,792.94, a ratio of those two facts only.
Does $2,629,398,964.68 include every R&D (exc. Nano/Bio) product line in AZ-05?
The packet publishes one NAICS rollup. The packet does not split physical from engineering from life-science 541715 work, and it does not split contract versus assistance. $2,629,398,964.68 is the combined obligation sum for NAICS 541715 inside AZ-05 coding. This page will not invent a product pie or name contractors. Open NAICS 541715 and Arizona 5th District to inspect parent tables. 5 remains an action count, not a product count.
Is $2,629,398,964.68 cash already paid in Arizona 5th District (AZ-05)?
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 $2,629,398,964.68 as checks already cleared in Arizona 5th District (AZ-05) confuses those terms. Later ingests can revise 5 awards. Prefer the live district and industry hubs if the tables moved.
Why is the implied average $525,879,792.94 not a typical award?
The average is $2,629,398,964.68 divided by 5 awards, about $525,879,792.94. Thick files pull the mean down; thin files pull it up. Neither case publishes a typical instrument. Modifications add rows. Recipients are unpublished. Use the ratio only as a concentration statistic.

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