HUMANITYVECTOR

Corporate physical economy pulse

Derived

Year-over-year growth of capital expenditure across every curated company, matched sample, trailing four quarters.

Ingestedfrom Humanity VectorfreshJSON export
Current value, United States
16.58percent change yoy
period 2026-08-02
Geography
United States (USA)
Observation date
2026-08-02
Unit
percent change yoy
Frequency
quarterly
Ingested
2026-09-07 22:04 UTC
1-year change--not enough data: no observation for 2026-05-02 to compare with 2026-08-02
10-year trend--not enough data: no observation for 2024-02-02 to compare with 2026-08-02
Historical series

Corporate physical economy pulse, United States

Derived
1415161718192026-08-02PERCENT CHANGE YOY16.58
1 observation, 2026-08-02 to 2026-08-02latest point emphasised
Data table (1 rows)
Corporate physical economy pulse, United States: 1 observation from 2026-08-02 to 2026-08-02, values from 16.58 to 16.58 percent change yoy. Latest 16.58 percent change yoy in 2026-08-02. Full data table below.
PeriodValue (percent change yoy)Source revisionIngested at
2026-08-0216.58v1.0/e3b0c44298fc2026-09-07 22:04 UTC
1 geographies have observations for this metric
Humanity Vector, Humanity Vector documented derivations, series corporate-physical-economy-pulse@1.0
Definition

What this measures

Matched-sample growth of trailing-four-quarter capital expenditure across the curated SEC registrants in src/data/companies.ts and the pulse groups (semiconductors, grid, AI infrastructure, heavy industry, logistics, plus curated companies in no group), in percent year over year. Computed by Humanity Vector with the pulses.v2 methodology from stored XBRL facts; the sample size and every contributor's values are on the row.

Direction
contextual, not scored
Geography level
country
Slug
corporate-physical-economy-pulse
Production

Related metrics

Provenance and methodologysource, series, ingestion, revisions
Classification
Derivedcomputed by a versioned formula over observed values
Source organization
Humanity Vector, Humanity Vector documented derivations
Series ID
corporate-physical-economy-pulse@1.0
Source links
License and attribution
Public display approved
Humanity Vector, derived from cited sources, formulas published on the metric page
Last source update
v1.0/e3b0c44298fc(source revision label as published by the provider)
Last ingestion
last successful runfresh
Last run
success2026-09-07 22:15 UTC
Parser version
humanity-vector-capacity/1.0.0
Current value computed by
version 1.0from 0 recorded component observations, spec hash 1f1be0cb43d2ecc7
Formula
The custom function corporate_pulse over the whole component dataset, for each geography and period. A period with any component missing produces no value. Rounded to 2 decimals.
Method versions
Version 1.0, effective 2026-09-07 00:00 UTCThe custom function corporate_pulse over the whole component dataset, for each geography and period. A period with any component missing produces no value. Rounded to 2 decimals.

Corporate physical economy pulse, version 1.0

Classification. Derived: deterministic arithmetic over stored values; every number is reproducible from the stored ids named in the observation's metadata.

Formula. Per company, capital expenditure over the trailing four quarters ending at its latest reported period end E, and the same construction ending one year before E, both from stored 10-K and 10-Q facts in USD (pulses.v2: the annual value when a fiscal year ends at E, otherwise year-to-date to E plus the prior fiscal year minus the year-to-date for the same span one year earlier). Value = 100 x (sum of latest over contributing companies / sum of prior over the same companies - 1). The period is the latest E among contributors. Custom function corporate_pulse over the dataset built by loadCorporatePulseDataset.

Engine rendering: The custom function corporate_pulse over the whole component dataset, for each geography and period. A period with any component missing produces no value. Rounded to 2 decimals.

Components.

  • No component metrics: the inputs are stored rows outside the observations table, named below and recorded on every row.

Windows and alignment. Recomputed from corporate_facts at every derived pass (weekly) over every curated company (the five group memberships plus curated companies in no group). One observation per distinct period; a later computation with the same period replaces the value only when it changed.

Missing data. A period is produced only when every component has a value for it; nothing is interpolated, carried forward or estimated.

Rationale. Corporate Physical Economy Pulse (docs/upgrade/20) aggregates operational signals from public companies as sensors for physical systems. Capital expenditure is the component with the cleanest XBRL tagging and the most direct link to capacity being built, so version 1.0 publishes it alone; inventory and PP&E components stay in the pulse rows for a later version.

Limitations. A matched sample of large SEC registrants, not the economy: the companies are chosen as sensors for physical systems and the aggregate is dominated by the largest spenders. Capital expenditure is global for most filers, so this is a US-listed sample, not US investment. Fiscal years differ, so the period is the latest period end among contributors and companies contribute values ending up to a year apart. Nominal dollars. At least two contributors are required for a value; the sample size is on every row. The inputs are pulse rows and XBRL facts, not observations, so the reproducibility harness cannot rebuild the value from observation ids; the pulse row id and the contributors' values are the provenance.

Revision. Recomputed at every derived pass; a changed component value produces a new observation row and earlier rows are kept. A change to anything that affects the numbers is a new formula version (the spec hash is on every row and a changed spec under a used version is refused).

Quality and confidence
Every value names the corporate_pulses row (per group) or the contributing facts (aggregate) it was built from, with each company's latest and prior capex and period ends in metadata. A restated fact changes the next computation, which is stored as a new row.
Ingestion rejects values outside -100 to 1,000 percent change yoy.
1 periods with values for this geography, 2026-08-02 to 2026-08-02.
Revisions
Values reported for the latest period (2026-08-02) by each source revision ingested. Earlier rows are never deleted; the newest ingested row is shown as current.
Source revisionValue (percent change yoy)Ingested atStatus
v1.0/e3b0c44298fc16.582026-09-07 22:04 UTCcurrent
No superseded rows for this geography: every period has been ingested once.