R&D except Nano/Bio (NAICS 541715) in Ohio 10th District (OH-10)
NAICS 541715 and Ohio 10th District (OH-10) meet at $3,037,649,287.45 in USAspending.gov obligations, spread across 539 awards. Five hundred thirty-nine 541715 awards equal about nineteen percent of Ohio 10th District's district obligation total — a mid-thick except-nano-and-biotech R&D file. That pair is Research And Development In The Physical, Engineering, And Life Sciences (Except Nanotechnology And Biotechnology) and Ohio 10th District (OH-10) — not Ohio'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 19.1% of this district's published obligation total ($15,916,601,996.83). Implied average obligation is about $5,635,712.96 ($3,037,649,287.45 ÷ 539). Correlation is not causation.
Key figures
- R&D (exc. Nano/Bio) in Ohio 10th District (OH-10): $3,037,649,287.45 across 539 USAspending awards.
- Implied mean about $5,635,712.96 per record; district share 19.1% of $15,916,601,996.83.
- NAICS 541715 × OH-10 is an obligation join, not an outlay and not a named-recipient list.
- Cite USAspending.gov; quote Ohio 10th District and NAICS 541715 if live tables moved.
- Ohio federal spending and All spending ties are parents and an index, not amounts to add into $3,037,649,287.45.
Reading NAICS 541715 inside OH-10
NAICS 541715 and congressional district OH-10 meet here. $3,037,649,287.45 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 Ohio 10th District (OH-10), 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. 539 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 Unique recipients are unpublished.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.
This page reports physical-engineering-life-science R&D except nanotechnology and biotechnology, tagged to this district. The headline $3,037,649,287.45 sits beside a district-wide obligation total of $15,916,601,996.83; the 19.1% share is arithmetic on those two packet facts, not a ranking of Ohio districts as winners or losers. No fiscal year is published in this packet, so this page does not invent one. Obligations are not outlays.
Industry 541715 without inventing a product pie
USAspending labels industry 541715 as Research And Development In The Physical, Engineering, And Life Sciences (Except Nanotechnology And Biotechnology). That code produced $3,037,649,287.45 when crossed with Ohio 10th District (OH-10) place of performance. The industry-wide 541715 hub does not require OH-10 geography. The district hub does not require R&D (exc. Nano/Bio). Only this tie applies both filters, which is why it cites 539 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: Ohio 10th District (OH-10) did not cause $3,037,649,287.45 by existing as a large or small place. Population, outcome scores, and named facilities are not packet facts. The join is 541715 × OH-10 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.
How Ohio 10th District is coded
Ohio 10th District (OH-10) on this join is a USAspending geography field, not a claim that every dollar was disbursed to residents of that district. Awards can list OH-10 while later work occurs elsewhere. Awards tagged to other Ohio districts belong on those ties even when the industry is also 541715. Ohio 10th District (OH-10) is a numbered congressional place-of-performance code inside Ohio. Other Ohio districts are separate joins even when they reuse NAICS 541715. Ohio 10th District (OH-10) is not Ohio 2nd (OH-02). Ohio 2nd hosts remediation (562910) in this harvest, not 541715.
Ohio federal spending shows how NAICS 541715 sits beside other industries in the same state extract. $3,037,649,287.45 is one district-industry column, not the state table. This packet does not split Ohio 10th District (OH-10) 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 $15,916,601,996.83; $3,037,649,287.45 is the R&D (exc. Nano/Bio) slice of that denominator.
What the dollar figure is allowed to mean
USAspending.gov records an obligation when the federal government commits funds on an award. $3,037,649,287.45 is that kind of sum for Research And Development In The Physical, Engineering, And Life Sciences (Except Nanotechnology And Biotechnology) inside OH-10 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 $3,037,649,287.45 as given.
Ohio's own budget is a separate ledger. Mixing it with the 539-row R&D (exc. Nano/Bio) cell leaves USAspending.gov. Treat 539 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 ($5,635,712.96) is a concentration statistic, not a typical OH-10 R&D (exc. Nano/Bio) payment.
Parents of this tie: district, industry, state
Cite USAspending.gov: Research And Development In The Physical, Engineering, And Life Sciences (Except Nanotechnology And Biotechnology) (NAICS 541715) obligated $3,037,649,287.45 on 539 awards coded to Ohio 10th District (OH-10). Name Research And Development In The Physical, Engineering, And Life Sciences (Except Nanotechnology And Biotechnology) and Ohio 10th District (OH-10) together. Keep the obligation word. If Ohio 10th 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. 19.1% of $15,916,601,996.83 is the district share on this packet, not a performance score.
Keep Research And Development In The Physical, Engineering, And Life Sciences (Except Nanotechnology And Biotechnology), Ohio 10th District (OH-10), $3,037,649,287.45, and 539 awards together. All spending ties indexes other pairs. NAICS 541715 is the 541715 parent without a OH-10 filter. Ohio federal spending is the Ohio parent. Do not add those parents to this cell. Sharing a district with R&D (exc. Nano/Bio) does not mean campaign donations funded these awards, and it does not convert obligations into outlays. This page reports one USAspending join.
Limits of the OH-10 × 541715 snapshot
539 awards is a mid-thick R&D file. Lab names, PI names, and patent numbers are unpublished. Modifications add rows. California 43rd and Arizona 5th also use 541715 in this slice. Do not add those dollars into OH-10. Nanotechnology and biotechnology R&D are excluded by the NAICS title. 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 $5,635,712.96) and the district share (19.1% of $15,916,601,996.83) are ratios of packet facts. Prefer Ohio 10th District and NAICS 541715 if the live tables moved.
Questions
- How much R&D (exc. Nano/Bio) spending is coded to Ohio 10th District (OH-10)?
- USAspending.gov lists $3,037,649,287.45 in Research And Development In The Physical, Engineering, And Life Sciences (Except Nanotechnology And Biotechnology) obligations across 539 awards with place of performance in Ohio 10th District (OH-10). NAICS 541715 × OH-10 is an obligation join, not an outlay and not Ohio's complete federal ledger. The cell is 19.1% of the district's published total ($15,916,601,996.83). Unique recipients are unpublished. Average obligation is about $5,635,712.96, a ratio of those two facts only.
- Does $3,037,649,287.45 include every R&D (exc. Nano/Bio) product line in OH-10?
- 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. $3,037,649,287.45 is the combined obligation sum for NAICS 541715 inside OH-10 coding. This page will not invent a product pie or name contractors. Open NAICS 541715 and Ohio 10th District to inspect parent tables. 539 remains an action count, not a product count.
- Is $3,037,649,287.45 cash already paid in Ohio 10th District (OH-10)?
- 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 $3,037,649,287.45 as checks already cleared in Ohio 10th District (OH-10) confuses those terms. Later ingests can revise 539 awards. Prefer the live district and industry hubs if the tables moved.
- Do FEC donations fund these R&D (exc. Nano/Bio) awards in OH-10?
- No. FEC receipts and USAspending obligations are different datasets. Sharing Ohio geography does not mean donations funded $3,037,649,287.45 in Ohio 10th District (OH-10). This page reports USAspending.gov NAICS 541715 crossed with place of performance OH-10. It does not report campaign finance. Keep Research And Development In The Physical, Engineering, And Life Sciences (Except Nanotechnology And Biotechnology) and Ohio 10th District (OH-10) on the same citation.
USAspending.gov congressional district place-of-performance joined to NAICS industry. Obligations are not outlays.