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US nonfarm business labor productivity · United States · as of 2026-07-01

US nonfarm business labor productivity (United States) rose 0.88% in 2026-07-01, a new high for the series

US nonfarm business labor productivity for United States was 121.92 index 2017=100 in 2026-07-01, up 1.06 index 2017=100 (+0.88%) from 120.86 in 2026-04-01; that change ranks in the 94th percentile of quarterly changes recorded since 1947-01-01.

DerivedCandidateMetric page
What changed

US nonfarm business labor productivity

121.92index 2017=100+0.88%
Latest
121.92 in 2026-07-01 obs 421042
Previous
120.86 in 2026-04-01 obs 421043
Change
+1.06 index 2017=100
History
319 observations, 1947-01-01 to 2026-07-01
40 points, 2016-10-01 to 2026-07-01
How unusual

Against its own history

Robust z
1.89
Change percentile
94th of 317 earlier absolute changes
Value percentile
100th of earlier values
Median change
0.283 (scale 0.4122, mad)
Second difference
0.441 (z 0.81)
Slope divergence
0.32
Rarity
last larger move 4 periods ago (2025-07-01); new series high
Confidence and status

Record

Relevance
0.302
Confidence
77%
Status
published
Discovered
2026-11-09 00:22 UTC
Expires
2026-12-09 00:22 UTC
Model
relevance_v1+insight_text_v1
Validation
passed
Causal level
candidate

Candidate: no reviewed relationship supports a causal reading. Agreement among metrics is co-movement, not cause.

Why now

Relevance components

Derived
Statistical surprise0.61 × 0.18 = 0.110
Acceleration0.16 × 0.12 = 0.020
Breadth0.91 × 0.16 = 0.145
Graph centrality0.00 × 0.18 = 0.000
Forecast impactnot wired, 0 × 0.14
Bottleneck impactnot wired, 0 × 0.10
Historical rarity0.34 × 0.08 = 0.027
Public attentionnot wired, 0 × 0.04
Relevance0.302
  • Statistical surprise: the latest change of +1.06 index 2017=100 is 1.9 robust standard deviations from the median quarterly change (317 earlier changes), at the 94th percentile of absolute changes. Component 0.61, weight 0.18, contribution 0.110.
  • Acceleration: second-difference z 0.8; short-versus-long slope divergence 0.32. Component 0.16, weight 0.12, contribution 0.020.
  • Breadth: 10 of 11 related metrics (same category, Production) moved in the same direction as of their latest periods; 1 moved the other way. Component 0.91, weight 0.16, contribution 0.145.
  • Graph centrality: no graph entity carries a centrality value for this metric yet, so it reads 0. Component 0.00, weight 0.18, contribution 0.000.
  • Historical rarity: the last larger move was 4 periods ago, in 2025-07-01; the value is a new series high (window 20 years). Component 0.34, weight 0.08, contribution 0.027.
  • Forecast impact: not wired yet; reads 0. Component 0.00, weight 0.14, contribution 0.000.
  • Bottleneck impact: not wired yet; reads 0. Component 0.00, weight 0.10, contribution 0.000.
  • Public attention: not wired yet; reads 0. Component 0.00, weight 0.04, contribution 0.000.

Relevance (relevance_v1) is the weighted sum of the components: 0.302, against a candidate threshold of 0.30.

Explanation

What changed and how unusual it is

Derived

What changed. The latest current observation for US nonfarm business labor productivity, United States, is 121.92 index 2017=100 for 2026-07-01 (obs 421042). The previous period, 2026-04-01, recorded 120.86 index 2017=100 (obs 421043). The change is +1.06 index 2017=100, or +0.88%. Under the metric's direction rule (higher is better) that reads as improving.

How unusual. Against the 317 earlier quarterly changes since 1947-01-01, the median change is +0.283 index 2017=100 and the robust spread (scaled median absolute deviation) is 0.4122, giving a robust z-score of 1.9. The absolute change sits at the 94th percentile of earlier absolute changes; the value itself sits at the 100th percentile of earlier values. The last larger move was +1.3 index 2017=100 in 2025-07-01 (obs 421046, obs 421047), 4 periods ago. The value is a new high for the series, above 120.86 index 2017=100 in 2026-04-01 (obs 421043).

Acceleration. The change in the change (second difference) is +0.441 index 2017=100, a robust z of 0.8 against earlier second differences. The slope over the last 3 periods is +0.8395 index 2017=100 per period against +0.7063 over the last 10, a divergence of 0.32 change-scale units.

Templated from stored numbers, no AI. Citations link to the evidence table below.

AI explanation

Modeled interpretation

Modeled
Explanation generated from Humanity Vector's structured data and evidence graph. Calculations and source provenance are independently stored and viewable. Model grok-4.3, prompt version 1.0.0, run 4eef1f0b-7f52-4831-9cc7-ce7ad02c50ed. Every number in this text was checked against stored evidence before display.

Explanation

Observed values record US nonfarm business labor productivity at 121.922 index 2017=100 on 2026-07-01 [observation:421042] and 120.862 index 2017=100 on 2026-04-01 [observation:421043]. Earlier observations include 119.464 on 2025-07-01 [observation:421046] and 118.16 on 2025-04-01 [observation:421047]. The data are consistent with continued expansion in the series since the 1947-07-01 level of 22.065 [observation:240156].

Alternative explanation (skeptic pass)

The model estimates the rise reflects normal quarterly variation given the surprise_robust_z of 1.8852 and acceleration_slope_divergence of 0.3232.

Why now

The 2026-07-01 observation exceeds all prior values in the provided evidence and coincides with recent industrial production readings near 103.95 [observation:415546].

What to watch

Subsequent US nonfarm business labor productivity prints [observation:421042], US industrial production index [observation:415546], and US capacity utilization [observation:415537].

Affected systems

Supporting metrics

MetricLatestChangeEvidence
Corporate physical economy pulsecategory26.85 percent change yoy (2026-10-02)+8.24 (+44.28%)obs 421195, obs 414584
Corporate pulse: ai infrastructure capex growthcategory79.57 percent change yoy (2026-10-02)+1.02 (+1.30%)obs 421196, obs 420642
Corporate pulse: grid investment capex growthcategory31.74 percent change yoy (2026-09-30)+1.72 (+5.73%)obs 421198, obs 409138
Corporate pulse: heavy industry capex growthcategory-12.26 percent change yoy (2026-09-30)+4.24 (+25.70%)obs 421039, obs 409139
Corporate pulse: semiconductor capacity capex growthcategory30.82 percent change yoy (2026-10-02)+12.62 (+69.34%)obs 421199, obs 420643
Industrial production index (OECD)category102 index 2015=100 (2026-07-01)+0.2051 (+0.20%)obs 388399, obs 388398
US capacity utilizationcategory76.85 percent of capacity (2026-09-01)+0.432 (+0.57%)obs 415537, obs 415536
US industrial production indexcategory103.95 index 2017=100 (2026-09-01)+0.6842 (+0.66%)obs 415546, obs 415545
US manufacturing employmentcategory12,681 thousands of persons (2026-10-01)+19 (+0.15%)obs 421076, obs 421075
US manufacturing production indexcategory99.44 index 2017=100 (2026-09-01)+0.2585 (+0.26%)obs 415558, obs 415557

No graph relationships cited; related metrics were found by shared category.

Counter-evidence

What points the other way

1 related metric moved the other way as of their latest periods:

  • Corporate pulse: global logistics capex growth: -0.09 percent change yoy (-1.70%) to -5.37 percent change yoy in 2026-09-30 (obs 421197, obs 409137)

Limits: the score compares period-over-period changes of current rows only; earlier vintages are not compared. Related metrics were found by shared category, not by a tested mechanism, so agreement among them does not establish cause.

What to watch

Measurable indicators

  • The next US nonfarm business labor productivity observation (2026-10-01): a change no larger than the median quarterly change of +0.283 index 2017=100, or a move back the other way, would mean the latest change has normalised.
  • Corporate physical economy pulse, currently 26.85 percent change yoy in 2026-10-02 (obs 421195): a move the other way lowers the breadth component.
  • Corporate pulse: ai infrastructure capex growth, currently 79.57 percent change yoy in 2026-10-02 (obs 421196): a move the other way lowers the breadth component.
  • Corporate pulse: grid investment capex growth, currently 31.74 percent change yoy in 2026-09-30 (obs 421198): a move the other way lowers the breadth component.
  • Revisions: a revised 2026-07-01 value would arrive as a new observation row (the current row is observation 421042) and trigger a rescore.
  • Expiry: this insight expires 30 days after discovery unless a newer period supersedes it, and earlier if the relevance score falls below the threshold.
Evidence

Every number links here

Observed
ObservationMetricPeriodValueRoleSeriesIngested
421042US nonfarm business labor productivityUSA2026-07-01121.92 index 2017=100primaryPRS850060932026-11-09 00:01 UTC
421043US nonfarm business labor productivityUSA2026-04-01120.86 index 2017=100primaryPRS850060932026-11-09 00:01 UTC
421046US nonfarm business labor productivityUSA2025-07-01119.46 index 2017=100contextPRS850060932026-11-09 00:01 UTC
421047US nonfarm business labor productivityUSA2025-04-01118.16 index 2017=100contextPRS850060932026-11-09 00:01 UTC
240156US nonfarm business labor productivityUSA1947-07-0122.07 index 2017=100contextPRS850060932026-09-07 09:54 UTC
421195Corporate physical economy pulseUSA2026-10-0226.85 percent change yoysupportingcorporate-physical-economy-pulse@1.02026-11-09 00:21 UTC
414584Corporate physical economy pulseUSA2026-09-0318.61 percent change yoysupportingcorporate-physical-economy-pulse@1.02026-10-12 00:10 UTC
421196Corporate pulse: ai infrastructure capex growthUSA2026-10-0279.57 percent change yoysupportingcorporate-pulse-ai-infrastructure@1.02026-11-09 00:21 UTC
420642Corporate pulse: ai infrastructure capex growthUSA2026-09-0378.55 percent change yoysupportingcorporate-pulse-ai-infrastructure@1.02026-10-19 00:20 UTC
421197Corporate pulse: global logistics capex growthUSA2026-09-30-5.37 percent change yoycountercorporate-pulse-global-logistics@1.02026-11-09 00:21 UTC
409137Corporate pulse: global logistics capex growthUSA2026-06-30-5.28 percent change yoycountercorporate-pulse-global-logistics@1.02026-09-13 00:17 UTC
421198Corporate pulse: grid investment capex growthUSA2026-09-3031.74 percent change yoysupportingcorporate-pulse-grid-investment@1.02026-11-09 00:21 UTC
409138Corporate pulse: grid investment capex growthUSA2026-06-3030.02 percent change yoysupportingcorporate-pulse-grid-investment@1.02026-09-13 00:17 UTC
421039Corporate pulse: heavy industry capex growthUSA2026-09-30-12.26 percent change yoysupportingcorporate-pulse-heavy-industry@1.02026-11-02 00:10 UTC
409139Corporate pulse: heavy industry capex growthUSA2026-08-02-16.5 percent change yoysupportingcorporate-pulse-heavy-industry@1.02026-09-13 00:17 UTC
421199Corporate pulse: semiconductor capacity capex growthUSA2026-10-0230.82 percent change yoysupportingcorporate-pulse-semiconductor-capacity@1.02026-11-09 00:21 UTC
420643Corporate pulse: semiconductor capacity capex growthUSA2026-09-0318.2 percent change yoysupportingcorporate-pulse-semiconductor-capacity@1.02026-10-19 00:20 UTC
388399Industrial production index (OECD)USA2026-07-01102 index 2015=100supportingOECD.SDD.STES,DSD_STES@DF_INDSERV/.M.PRVM.IX.BTE.Y._Z._Z.N2026-09-07 20:00 UTC
388398Industrial production index (OECD)USA2026-06-01101.8 index 2015=100supportingOECD.SDD.STES,DSD_STES@DF_INDSERV/.M.PRVM.IX.BTE.Y._Z._Z.N2026-09-07 20:00 UTC
415537US capacity utilizationUSA2026-09-0176.85 percent of capacitysupportingTCU2026-10-19 00:14 UTC
415536US capacity utilizationUSA2026-08-0176.42 percent of capacitysupportingTCU2026-10-19 00:14 UTC
415546US industrial production indexUSA2026-09-01103.95 index 2017=100supportingINDPRO2026-10-19 00:14 UTC
415545US industrial production indexUSA2026-08-01103.27 index 2017=100supportingINDPRO2026-10-19 00:14 UTC
421076US manufacturing employmentUSA2026-10-0112,681 thousands of personssupportingMANEMP2026-11-09 00:06 UTC
421075US manufacturing employmentUSA2026-09-0112,662 thousands of personssupportingMANEMP2026-11-09 00:06 UTC
415558US manufacturing production indexUSA2026-09-0199.44 index 2017=100supportingIPMAN2026-10-19 00:14 UTC
415557US manufacturing production indexUSA2026-08-0199.18 index 2017=100supportingIPMAN2026-10-19 00:14 UTC
Feature packet (full inputs to the score)
{
  "as_of": "2026-07-01",
  "change": {
    "pct": 0.00877,
    "value": 1.06,
    "observation_ids": [
      421042,
      421043
    ]
  },
  "latest": {
    "id": 421042,
    "value": 121.922,
    "period": "2026-07-01"
  },
  "metric": {
    "id": "4785d5b4-fc9b-4acd-87ec-9558c3b7bf41",
    "kind": "observed",
    "name": "US nonfarm business labor productivity",
    "slug": "us-nonfarm-labor-productivity",
    "unit": "index 2017=100",
    "direction": "higher_better",
    "frequency": "quarterly",
    "category_id": "036431ec-c27f-4b1e-83ee-8cae523e3b0f",
    "category_name": "Production",
    "category_slug": "production",
    "geography_default": "USA",
    "frequency_normalised": "quarterly"
  },
  "rarity": {
    "prior_max": {
      "id": 421043,
      "value": 120.862,
      "period": "2026-04-01"
    },
    "prior_min": {
      "id": 240156,
      "value": 22.065,
      "period": "1947-07-01"
    },
    "abs_change": 1.06,
    "all_time_low": false,
    "largest_ever": false,
    "window_years": 20,
    "all_time_high": true,
    "window_periods": 80,
    "last_larger_move": {
      "change": 1.304,
      "period": "2025-07-01",
      "observation_ids": [
        421046,
        421047
      ]
    },
    "largest_in_window": false,
    "periods_since_larger_move": 4
  },
  "scores": {
    "rarity": 0.335,
    "breadth": 0.9091,
    "surprise": 0.6129,
    "centrality": 0,
    "acceleration": 0.1641,
    "forecast_impact": 0,
    "public_attention": 0,
    "bottleneck_impact": 0
  },
  "breadth": {
    "via": "category",
    "share": 0.9091,
    "related": [
      {
        "via": "category",
        "name": "Corporate physical economy pulse",
        "slug": "corporate-physical-economy-pulse",
        "unit": "percent change yoy",
        "change": 8.24,
        "latest": {
          "id": 421195,
          "value": 26.85,
          "period": "2026-10-02"
        },
        "previous": {
          "id": 414584,
          "value": 18.61,
          "period": "2026-09-03"
        },
        "direction": "contextual",
        "frequency": "quarterly",
        "metric_id": "69e06f2b-e5f0-4b7d-b799-fe787c771c26",
        "change_pct": 0.442773,
        "consistent": true,
        "relationship_ids": []
      },
      {
        "via": "category",
        "name": "Corporate pulse: ai infrastructure capex growth",
        "slug": "corporate-pulse-ai-infrastructure",
        "unit": "percent change yoy",
        "change": 1.02,
        "latest": {
          "id": 421196,
          "value": 79.57,
          "period": "2026-10-02"
        },
        "previous": {
          "id": 420642,
          "value": 78.55,
          "period": "2026-09-03"
        },
        "direction": "contextual",
        "frequency": "quarterly",
        "metric_id": "974a69cf-5b22-4a12-9fb2-9d555c157075",
        "change_pct": 0.012985,
        "consistent": true,
        "relationship_ids": []
      },
      {
        "via": "category",
        "name": "Corporate pulse: global logistics capex growth",
        "slug": "corporate-pulse-global-logistics",
        "unit": "percent change yoy",
        "change": -0.09,
        "latest": {
          "id": 421197,
          "value": -5.37,
          "period": "2026-09-30"
        },
        "previous": {
          "id": 409137,
          "value": -5.28,
          "period": "2026-06-30"
        },
        "direction": "contextual",
        "frequency": "quarterly",
        "metric_id": "bef90a19-6a3e-4918-b0bd-87d5d673c854",
        "change_pct": -0.017045,
        "consistent": false,
        "relationship_ids": []
      },
      {
        "via": "category",
        "name": "Corporate pulse: grid investment capex growth",
        "slug": "corporate-pulse-grid-investment",
        "unit": "percent change yoy",
        "change": 1.72,
        "latest": {
          "id": 421198,
          "value": 31.74,
          "period": "2026-09-30"
        },
        "previous": {
          "id": 409138,
          "value": 30.02,
          "period": "2026-06-30"
        },
        "direction": "contextual",
        "frequency": "quarterly",
        "metric_id": "50df67cb-1003-412a-b9de-16efe29656d6",
        "change_pct": 0.057295,
        "consistent": true,
        "relationship_ids": []
      },
      {
        "via": "category",
        "name": "Corporate pulse: heavy industry capex growth",
        "slug": "corporate-pulse-heavy-industry",
        "unit": "percent change yoy",
        "change": 4.24,
        "latest": {
          "id": 421039,
          "value": -12.26,
          "period": "2026-09-30"
        },
        "previous": {
          "id": 409139,
          "value": -16.5,
          "period": "2026-08-02"
        },
        "direction": "contextual",
        "frequency": "quarterly",
        "metric_id": "3cf73e61-9e27-4cfb-a608-fb8fdac5ef2a",
        "change_pct": 0.25697,
        "consistent": true,
        "relationship_ids": []
      },
      {
        "via": "category",
        "name": "Corporate pulse: semiconductor capacity capex growth",
        "slug": "corporate-pulse-semiconductor-capacity",
        "unit": "percent change yoy",
        "change": 12.62,
        "latest": {
          "id": 421199,
          "value": 30.82,
          "period": "2026-10-02"
        },
        "previous": {
          "id": 420643,
          "value": 18.2,
          "period": "2026-09-03"
        },
        "direction": "contextual",
        "frequency": "quarterly",
        "metric_id": "5c164163-8282-4506-8f55-b4f10b650b59",
        "change_pct": 0.693407,
        "consistent": true,
        "relationship_ids": []
      },
      {
        "via": "category",
        "name": "Industrial production index (OECD)",
        "slug": "oecd-industrial-production",
        "unit": "index 2015=100",
        "change": 0.2051,
        "latest": {
          "id": 388399,
          "value": 102.0025,
          "period": "2026-07-01"
        },
        "previous": {
          "id": 388398,
          "value": 101.7974,
          "period": "2026-06-01"
        },
        "direction": "higher_better",
        "frequency": "monthly",
        "metric_id": "34c39638-3945-446a-b2a6-29b7bedc82c3",
        "change_pct": 0.002015,
        "consistent": true,
        "relationship_ids": []
      },
      {
        "via": "category",
        "name": "US capacity utilization",
        "slug": "us-capacity-utilization",
        "unit": "percent of capacity",
        "change": 0.432,
        "latest": {
          "id": 415537,
          "value": 76.8504,
          "period": "2026-09-01"
        },
        "previous": {
          "id": 415536,
          "value": 76.4184,
          "period": "2026-08-01"
        },
        "direction": "contextual",
        "frequency": "monthly",
        "metric_id": "d627e548-31da-466e-b623-ce63fc8acb5e",
        "change_pct": 0.005653,
        "consistent": true,
        "relationship_ids": []
      },
      {
        "via": "category",
        "name": "US industrial production index",
        "slug": "us-industrial-production",
        "unit": "index 2017=100",
        "change": 0.6842,
        "latest": {
          "id": 415546,
          "value": 103.9506,
          "period": "2026-09-01"
        },
        "previous": {
          "id": 415545,
          "value": 103.2664,
          "period": "2026-08-01"
        },
        "direction": "higher_better",
        "frequency": "monthly",
        "metric_id": "9ca20650-81dd-4c8e-8142-44235bafb6c7",
        "change_pct": 0.006626,
        "consistent": true,
        "relationship_ids": []
      },
      {
        "via": "category",
        "name": "US manufacturing employment",
        "slug": "us-manufacturing-employment",
        "unit": "thousands of persons",
        "change": 19,
        "latest": {
          "id": 421076,
          "value": 12681,
          "period": "2026-10-01"
        },
        "previous": {
          "id": 421075,
          "value": 12662,
          "period": "2026-09-01"
        },
        "direction": "contextual",
        "frequency": "monthly",
        "metric_id": "7891edfb-0446-4f70-a3d3-a24a580643ad",
        "change_pct": 0.001501,
        "consistent": true,
        "relationship_ids": []
      },
      {
        "via": "category",
        "name": "US manufacturing production index",
        "slug": "us-manufacturing-production",
        "unit": "index 2017=100",
        "change": 0.2585,
        "latest": {
          "id": 415558,
          "value": 99.4361,
          "period": "2026-09-01"
        },
        "previous": {
          "id": 415557,
          "value": 99.1776,
          "period": "2026-08-01"
        },
        "direction": "higher_better",
        "frequency": "monthly",
        "metric_id": "d5c2ab9b-1122-4f18-89e6-36e8e788be60",
        "change_pct": 0.002606,
        "consistent": true,
        "relationship_ids": []
      }
    ],
    "opposite": 1,
    "comparable": 11,
    "consistent": 10
  },
  "history": {
    "count": 319,
    "last_period": "2026-07-01",
    "change_count": 318,
    "first_period": "1947-01-01"
  },
  "version": "features_v1",
  "previous": {
    "id": 421043,
    "value": 120.862,
    "period": "2026-04-01"
  },
  "surprise": {
    "note": null,
    "scale": 0.412163,
    "robust_z": 1.8852,
    "mad_change": 0.278,
    "change_count": 317,
    "scale_method": "mad",
    "median_change": 0.283,
    "value_percentile": 1,
    "abs_change_percentile": 0.9432
  },
  "geography": {
    "id": "47c911a6-27c0-47d8-9471-9ac075e5be26",
    "code": "USA",
    "name": "United States"
  },
  "centrality": {
    "value": 0,
    "source": "none",
    "entity_ids": [],
    "entity_slugs": []
  },
  "acceleration": {
    "note": null,
    "long_slope": 0.706291,
    "long_window": 10,
    "short_slope": 0.8395,
    "short_window": 3,
    "slope_divergence": 0.3232,
    "second_difference": 0.441,
    "second_difference_z": 0.8068,
    "long_observation_ids": [
      421051,
      421050,
      421049,
      421048,
      421047,
      421046,
      421045,
      421044,
      421043,
      421042
    ],
    "short_observation_ids": [
      421044,
      421043,
      421042
    ]
  },
  "series_window": [
    {
      "id": 240357,
      "value": 99.271,
      "period": "2016-10-01"
    },
    {
      "id": 240356,
      "value": 99.432,
      "period": "2017-01-01"
    },
    {
      "id": 240355,
      "value": 99.485,
      "period": "2017-04-01"
    },
    {
      "id": 240354,
      "value": 100.294,
      "period": "2017-07-01"
    },
    {
      "id": 240353,
      "value": 101.031,
      "period": "2017-10-01"
    },
    {
      "id": 240352,
      "value": 101.359,
      "period": "2018-01-01"
    },
    {
      "id": 240351,
      "value": 101.371,
      "period": "2018-04-01"
    },
    {
      "id": 240350,
      "value": 101.668,
      "period": "2018-07-01"
    },
    {
      "id": 240349,
      "value": 101.486,
      "period": "2018-10-01"
    },
    {
      "id": 240348,
      "value": 102.34,
      "period": "2019-01-01"
    },
    {
      "id": 240347,
      "value": 102.971,
      "period": "2019-04-01"
    },
    {
      "id": 240346,
      "value": 104.129,
      "period": "2019-07-01"
    },
    {
      "id": 240345,
      "value": 105.103,
      "period": "2019-10-01"
    },
    {
      "id": 240344,
      "value": 104.679,
      "period": "2020-01-01"
    },
    {
      "id": 240343,
      "value": 109.772,
      "period": "2020-04-01"
    },
    {
      "id": 240342,
      "value": 111.491,
      "period": "2020-07-01"
    },
    {
      "id": 240341,
      "value": 110.599,
      "period": "2020-10-01"
    },
    {
      "id": 421064,
      "value": 111.635,
      "period": "2021-01-01"
    },
    {
      "id": 421063,
      "value": 111.928,
      "period": "2021-04-01"
    },
    {
      "id": 421062,
      "value": 111.212,
      "period": "2021-07-01"
    },
    {
      "id": 421061,
      "value": 111.797,
      "period": "2021-10-01"
    },
    {
      "id": 421060,
      "value": 110.409,
      "period": "2022-01-01"
    },
    {
      "id": 421059,
      "value": 109.59,
      "period": "2022-04-01"
    },
    {
      "id": 421058,
      "value": 109.589,
      "period": "2022-07-01"
    },
    {
      "id": 421057,
      "value": 110.219,
      "period": "2022-10-01"
    },
    {
      "id": 421056,
      "value": 110.592,
      "period": "2023-01-01"
    },
    {
      "id": 421055,
      "value": 111.534,
      "period": "2023-04-01"
    },
    {
      "id": 421054,
      "value": 112.859,
      "period": "2023-07-01"
    },
    {
      "id": 421053,
      "value": 114.037,
      "period": "2023-10-01"
    },
    {
      "id": 421052,
      "value": 114.367,
      "period": "2024-01-01"
    },
    {
      "id": 421051,
      "value": 115.384,
      "period": "2024-04-01"
    },
    {
      "id": 421050,
      "value": 116.366,
      "period": "2024-07-01"
    },
    {
      "id": 421049,
      "value": 116.978,
      "period": "2024-10-01"
    },
    {
      "id": 421048,
      "value": 116.958,
      "period": "2025-01-01"
    },
    {
      "id": 421047,
      "value": 118.16,
      "period": "2025-04-01"
    },
    {
      "id": 421046,
      "value": 119.464,
      "period": "2025-07-01"
    },
    {
      "id": 421045,
      "value": 119.823,
      "period": "2025-10-01"
    },
    {
      "id": 421044,
      "value": 120.243,
      "period": "2026-01-01"
    },
    {
      "id": 421043,
      "value": 120.862,
      "period": "2026-04-01"
    },
    {
      "id": 421042,
      "value": 121.922,
      "period": "2026-07-01"
    }
  ],
  "forecast_impact": {
    "value": 0,
    "source": "not_wired"
  },
  "public_attention": {
    "value": 0,
    "source": "not_wired"
  },
  "bottleneck_impact": {
    "value": 0,
    "source": "not_wired"
  }
}

Component labels: Statistical surprise, Acceleration, Breadth, Graph centrality, Forecast impact, Bottleneck impact, Historical rarity, Public attention. Each stored score keeps this packet so it can be recomputed without the database.

27 observations, 12 metrics, relevance score row 1040 (relevance_v1, features features_v1).