R&D except Biotech (NAICS 541712) in California 32nd District (CA-32)

A place-of-performance join: R&D (exc. Biotech) × CA-32

NAICS 541712 and congressional district CA-32 meet here. $3,151,843,699.34 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 Biotechnology) total, not every federal dollar coded to California 32nd District (CA-32), and not an outlay register. The packet does not split physical from engineering from life-science 541712 work, and it does not split contract versus assistance. 8 is an action count: modifications and repeat awards add rows. Unique recipients are unpublished. This cell is not a lab-bench census, a named-principal-investigator file, or a biotechnology (541711/541714) book.

Dividing $3,151,843,699.34 by 8 yields about $393,980,462.42 per award on average. That ratio is two packet facts. It is not a typical contract, grant, or benefit line. Eight awards against a three-billion-dollar 541712 cell is extreme concentration. Do not read 8 as eight named laboratories. Do not treat CA-32's 541712 cell as a synonym for every R&D (exc. Biotech) account nationwide. Open California 32nd District for the district table without this industry filter, NAICS 541712 for NAICS 541712 without a CA-32 filter, California federal spending for every industry in the California extract, and All spending ties for the rest of the join list. Quote those hubs as parents, not as addends to $3,151,843,699.34.

Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology) as an industry code, not as a named-vendor list

USAspending labels industry 541712 as Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology). That code produced $3,151,843,699.34 when crossed with California 32nd District (CA-32) place of performance. The industry-wide 541712 hub does not require CA-32 geography. The district hub does not require R&D (exc. Biotech). Only this tie applies both filters, which is why it cites 8 awards. The packet does not split physical from engineering from life-science 541712 work, and it does not split contract versus assistance.

Correlation is not causation: California 32nd District (CA-32) did not cause $3,151,843,699.34 by existing as a large or small place. Population, outcome scores, and named facilities are not packet facts. The join is 541712 × CA-32 only. This cell is not a lab-bench census, a named-principal-investigator file, or a biotechnology (541711/541714) 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.

Place of performance for California 32nd District (CA-32)

California 32nd District (CA-32) on this join is a USAspending geography field, not a claim that every dollar was disbursed to residents of that district. Awards can list CA-32 while later work occurs elsewhere. Awards tagged to other California districts belong on those ties even when the industry is also 541712. California 32nd District (CA-32) is a numbered congressional place-of-performance code inside California. Other California districts are separate joins even when they reuse NAICS 541712. California 32nd District (CA-32) is not California 43rd and not California 20th. Those districts host other NAICS in this harvest.

Obligation math for this join

USAspending.gov records an obligation when the federal government commits funds on an award. $3,151,843,699.34 is that kind of sum for Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology) inside CA-32 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 $3,151,843,699.34 as given.

California's own budget is a separate ledger. Mixing it with the 8-row R&D (exc. Biotech) cell leaves USAspending.gov. Treat 8 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 ($393,980,462.42) is a concentration statistic, not a typical CA-32 R&D (exc. Biotech) payment.

What a complete citation includes

Cite USAspending.gov: Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology) (NAICS 541712) obligated $3,151,843,699.34 on 8 awards coded to California 32nd District (CA-32). Name Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology) and California 32nd District (CA-32) together. Keep the obligation word. If California 32nd District or NAICS 541712 has refreshed, prefer the live hub over this snapshot for current rows. The pair is not a lab-bench census, a named-principal-investigator file, or a biotechnology (541711/541714) book. 29.8% of $10,560,752,713.38 is the district share on this packet, not a performance score.

Using 29.8% and $393,980,462.42 without overclaiming

Eight awards against a three-billion-dollar 541712 cell is extreme concentration. Do not read 8 as eight named laboratories. Maryland 4th and Maryland 1st also use 541712. Those East Coast cells are not this CA-32 join. Biotechnology R&D sits outside 541712 by definition of the code. 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 $393,980,462.42) and the district share (29.8% of $10,560,752,713.38) are ratios of packet facts. Prefer California 32nd District and NAICS 541712 if the live tables moved.

Do not rank California 32nd District (CA-32) as more R&D (exc. Biotech)-dependent than neighboring districts on the strength of this cell alone. Neighboring geographies have their own 541712 ties with different dollar totals, or no published 541712 cell in this harvest. This snapshot holds $3,151,843,699.34 and 8 only. All spending ties is the index, not an addend. Obligations are not outlays. Correlation is not causation.

Questions

How much R&D (exc. Biotech) spending is coded to California 32nd District (CA-32)?

USAspending.gov lists $3,151,843,699.34 in Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology) obligations across 8 awards with place of performance in California 32nd District (CA-32). NAICS 541712 × CA-32 is an obligation join, not an outlay and not California's complete federal ledger. The cell is 29.8% of the district's published total ($10,560,752,713.38). Unique recipients are unpublished. Average obligation is about $393,980,462.42, a ratio of those two facts only.

Does $3,151,843,699.34 include every R&D (exc. Biotech) product line in CA-32?

The packet publishes one NAICS rollup. The packet does not split physical from engineering from life-science 541712 work, and it does not split contract versus assistance. $3,151,843,699.34 is the combined obligation sum for NAICS 541712 inside CA-32 coding. This page will not invent a product pie or name contractors. Open NAICS 541712 and California 32nd District to inspect parent tables. 8 remains an action count, not a product count.

Is $3,151,843,699.34 cash already paid in California 32nd District (CA-32)?

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 $3,151,843,699.34 as checks already cleared in California 32nd District (CA-32) confuses those terms. Later ingests can revise 8 awards. Prefer the live district and industry hubs if the tables moved.

Is California 32nd District (CA-32) ranked against other California districts here?

No. This page does not rank California 32nd District (CA-32) as a winner or loser. $3,151,843,699.34 and 8 describe one join. Neighboring districts have their own cells. Cite Research And Development In The Physical, Engineering, And Life Sciences (Except Biotechnology) and California 32nd District (CA-32) together without a league table. USAspending.gov remains the source.