Department of Energy obligations in Physical/Engineering/Life Sciences R&D (NAICS 541710)

Why agency 089 and Research And Development In The Physical, Engineering, And Life Sciences share a page

Department of Energy pages without a NAICS mix every industry. Industry pages without agency 089 mix every awarding agency. The overlap is $167,455,064,769.64 across 9 awards. 9 awards against $167,455,064,769.64 is an extreme concentration statistic: a handful of instruments, not a typical NASA-or-DOE grant size.

NAICS 541710 is Research And Development In The Physical, Engineering, And Life Sciences as stored. Neighboring R&D or services codes are other keys. Naics 541712 or 541715, a patent census, or cash already paid would be a different dataset or a different code.

Keep $734,091,874,676.57 on the agency hub and keep the industry hub for NAICS 541710 without an Department of Energy filter. The overlap — and only the overlap — is $167,455,064,769.64.

Department of Energy without mixing other awarding agencies

Agency 089 is the only awarding-agency identifier on this page. Other agencies that buy in Research And Development In The Physical, Engineering, And Life Sciences keep their own codes and their own ties. Do not add them to $167,455,064,769.64.

NAICS 541710 is an older physical-engineering-life sciences R&D code. Nine awards against a nine-figure-billion obligation sum is an extreme concentration statistic, not a headcount of scientists. $734,091,874,676.57 is the Department of Energy parent in this packet, about 22.8% of which sits in NAICS 541710 by arithmetic on the two dollar facts.

Research And Development In The Physical, Engineering, And Life Sciences without merging sibling codes

Sibling R&D codes (541710, 541712, 541715) and sibling services codes are other keys when those digits differ. This file uses 541710 only. Merging codes would invent a super-industry the packet does not define.

NAICS 541710 is an older physical-engineering-life sciences R&D code. Nine awards against a nine-figure-billion obligation sum is an extreme concentration statistic, not a headcount of scientists. Keep 541710 in the title-line citation so a neighboring code is not substituted.

Commitments versus cash paid

Outlays — money that actually left the Treasury — are a different concept and are not this packet’s headline. Treating $167,455,064,769.64 as checks already cleared confuses those terms.

Do not annualize without a year field in the packet. Do not per-recipient the dollar total; unique recipients are unpublished. Mean about $18,606,118,308 uses 9 award records as the denominator.

Correlation is not causation

Department of Energy did not “cause” $167,455,064,769.64 by existing, and NAICS 541710 did not “cause” Department of Energy to award. The join reports overlap. 9 awards against $167,455,064,769.64 is an extreme concentration statistic: a handful of instruments, not a typical NASA-or-DOE grant size.

Population, outcome scores, and named facilities are not packet facts. The join is 089 × 541710 only.

Related tables

Open Department of Energy for awarding agency 089 without a NAICS filter. Open NAICS 541710 for the industry without an Department of Energy filter. Open All agencies and All spending ties for indexes. Quote those hubs as parents.

Repeat the join without adding fields the packet does not publish. Unique recipients stay unpublished. Outlays stay unpublished.

Read the four internal links as parents, not as extra dollars. Department of Energy is the awarding-agency overlay for code 089. NAICS 541710 is the industry overlay without an Department of Energy filter. All agencies is the code index. All spending ties is the two-key index. None of those pages should be added into $167,455,064,769.64. The harvested cell is already the overlap of agency 089 and NAICS 541710.

A researcher quoting this join in one sentence can use: Department of Energy, awarding agency 089, Research And Development In The Physical, Engineering, And Life Sciences, NAICS 541710, obligations $167,455,064,769.64, award count 9, agency parent $734,091,874,676.57 (about 22.8% of that parent by arithmetic). That sentence uses only packet facts. It still names no recipients, no fiscal year, no outlays, and no FEC donors. If any of those fields is required, this JSON file is the wrong object.

Agency-industry pages exist because topIndustries on an agency extract is a join table. Department of Energy can appear with many NAICS codes; NAICS 541710 can appear with many awarding agencies. This file isolates one pair. NAICS 541710 is an older physical-engineering-life sciences R&D code. Nine awards against a nine-figure-billion obligation sum is an extreme concentration statistic, not a headcount of scientists. Later USAspending ingests can move $167,455,064,769.64 or 9; prefer the live overlay when the table and this snapshot disagree.

Questions

How much Department of Energy spending is coded to Research And Development In The Physical, Engineering, And Life Sciences?

USAspending.gov lists $167,455,064,769.64 in Department of Energy (agency 089) obligations across 9 awards tagged NAICS 541710. The agency parent in this packet is $734,091,874,676.57. The pair is an obligation join, not an outlay. Unique recipients are unpublished. Average obligation is about $18,606,118,308, a ratio of those two facts only.

Does $167,455,064,769.64 include every Department of Energy program in this industry?

The packet publishes one awarding-agency × NAICS rollup. Research And Development In The Physical, Engineering, And Life Sciences is the stored industry title for 541710. Neighboring NAICS codes are other ties. $167,455,064,769.64 is the combined obligation sum for agency 089 inside this code. This page will not invent a program pie. 9 remains an action count, not a program count.

Is $167,455,064,769.64 cash already paid?

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 $167,455,064,769.64 as checks already cleared confuses those terms. Later ingests can revise 9 awards. Prefer the overlay if the table moved.

What two tables meet on this page?

Department of Energy (awarding agency 089) and Research And Development In The Physical, Engineering, And Life Sciences (NAICS 541710). The overlap is $167,455,064,769.64 across 9 awards. All agencies and All spending ties list sibling joins. Original records remain at USAspending.gov. Campaign donations are a different dataset and do not fund this cell.