Government data

Canada monthly GDP growth, October 2026

Statistics Canada Table 36-10-0434-01, vector v65201210, all industries real GDP by industry, seasonally adjusted at annual rates: first-print month-over-month percent change for October 2026.

Forecast

+0.1%
-0.2%–+0.5%
80% prediction interval
gpt-5.5Run record ↗
-0.300.40.8January 2026July 2026Dec 2026+0.1%
historyforecast path80% interval
Probability distribution

Cumulative probability

Chance that the outcome is at or below each value.

0%25%50%75%100%-0.7%+0.1%+1.1%Forecast value

Shaded band: 80% interval (-0.2%–+0.5%). Dashed line: point estimate (+0.1%).

Derived from the point estimate and 80% interval; the agent did not report a full distribution.

Analysis

§Canada October 2026 monthly GDP growth forecast

Resolver first: the target is Statistics Canada GDP by industry Table 36-10-0434-01, vector v65201210, all industries, chained 2017 dollars, seasonally adjusted at annual rates. I keep the ledger contract: dataPointId statcan.gdp_by_industry.monthly_growth.2026_10.first_print, unit percent_growth, first-print transform percent_change_previous_period.

▸ Reported tool use: official.lookupmodel report
fetch_source call-0021 and PDF fetch_source call-0002 for Statistics Canada major economic release schedule
↳ The official schedule page points to the 2026-2027 release dates PDF; the schedule text read this run lists Gross domestic product by industry for October 2026 on December 23, 2026, with nearby GDP-by-industry releases including September 29, 2026 for July 2026 and October 30, 2026 for August 2026.
▸ Reported tool use: official.lookupmodel report
fetch_source call-0001 and extract_json call-0004 for WDS vector v65201210, 2025-12 through 2026-07
↳ Fetched levels were 2025-12=2340368, 2026-01=2340048, 2026-02=2343731, 2026-03=2340120, 2026-04=2355221, 2026-05=2363071, 2026-06=2371886, 2026-07=2371771, all with releaseTime 2026-09-29T08:30.
▸ Reported tool use: official.lookupmodel report
fetch_source call-0003 for The Daily, Gross domestic product by industry, July 2026
↳ The Daily printed July 2026 real GDP by industry monthly change at 0.0%; it reported construction +1.3%, utilities +1.7%, manufacturing -0.9%, mining and oil and gas -0.5%, retail -1.0%, wholesale -0.4%, and an August 2026 advance estimate of +0.2%.
▸ Reported tool use: official.calculatemodel report
calculate calls call-0006 through call-0015 from official WDS levels
↳ Transformed monthly growth values were January -0.013673, February 0.157390, March -0.154071, April 0.645309, May 0.333302, June 0.373032, July -0.004848; mean call-0014 was 0.190920 and sample stdev call-0013 was 0.276958, giving 1.28*sigma call-0015 = 0.354506.

The cited 2026 history is the available official WDS vintage used for the prior, not a claim that each month is its original first print. Level, momentum, one-off, and policy mechanism effects: the level path is above late-2025 after strong April-June gains; momentum cooled because July was essentially flat even though August's advance estimate was +0.2. July one-offs included refinery downtime, mining disruptions, and retail/wholesale softness; those can partly mean-revert, but October is two prints beyond the observed month. The policy mechanism is mostly a small drag from trade uncertainty rather than a discrete policy-level change in the series.

Prior/update/interval: reference class/base rate is the January-July 2026 transformed official monthly growth sample from vector v65201210, mean = 0.190920. I update by +0.02 for the August +0.2 advance signal, -0.04 for the July flat/sector-offset cooling signal, and -0.02 for trade-policy uncertainty, so point = 0.190920 + 0.02 - 0.04 - 0.02 = 0.150920, rounded to 0.15. Interval method uses realized dispersion of the change series values themselves: sigma = 0.276958, so 80% half-width is roughly 1.28*sigma = 0.354506. Applying that to 0.150920 gives [-0.203586, 0.505426], rounded to [-0.20, 0.51].

Counter-considerations: upside risk would be a broad October rebound in mining, retail, wholesale, and manufacturing plus continued construction strength, which could land above the interval if monthly growth exceeds about +0.51%. Downside risk is a renewed goods-sector contraction or sharper trade shock; that would land below the interval if October GDP falls more than about -0.20%. Outside the interval is plausible but not central because the recent seven-month sigma already includes one large April rebound and a March contraction.

Review disposition: accepted the resolver critique by setting the resolution source to the canonical StatCan WDS getDataFromVectorsAndLatestNPeriods endpoint and clarifying that resolution follows the registered first-print percent_change_previous_period contract rather than an alternate September denominator vintage. Accepted the optional note that the prior history is the available WDS vintage used for forecasting.

Key drivers

  • Recent monthly GDP growth averaged about 0.19 percent over January-July 2026 after transformation from official levels
  • July first print was flat while the official August advance estimate was +0.2 percent
  • Q2 momentum was strong but July sector detail showed manufacturing, mining, retail, and wholesale offsets
  • October is far enough ahead that normal monthly dispersion dominates the signal

Tool evidence

Captured by Thesis’s tools. Artifact hashes match the run archive; replay results below were recorded by the runner. These checks do not authenticate the source publisher or validate the forecast’s judgment. Calls made through other tools are not covered.

Draft calls

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Runner verification checks
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call-0002fetch_sourceSucceeded · response captured
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Runner verification checks
  • response_sha256
  • response_bytes
  • fetch_result
call-0003fetch_sourceSucceeded · response captured
Started
Completed
Source
https://www150.statcan.gc.ca/n1/daily-quotidien/260929/dq260929a-eng.htm
Response
HTTP 200 · 36,033 bytes · body hash checked
SHA-256
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Input

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<h1 property="name" id="wb-cont">Gross domestic product by industry, July 2026</h1>
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<p class="sd-release-date">Released:&#160;2026-09-29</p>
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Real GDP by industry
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<p class="sd-indicator-refper">July&#160;2026</p>
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<p class="sd-indicator-growth">0.0%</p>
<p class="sd-indicator-growth-details">(monthly change)</p>
</div>
<div class="panel-footer sd-indicator-source"> <strong>Source(s): </strong>Table <a class="hyperlink" href=/t1/tbl1/en/tv.action?pid=3610043401>36-10-0434-01</a>.
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<p>Real gross domestic product (<a class="acro01-tooltip">GDP</a>) was essentially unchanged in July.</p>
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Real gross domestic product is essentially unchanged in July
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<p>The goods-producing industries grouping was essentially unchanged in July as increases in construction and utilities were offset by declines in the other sectors comprising the aggregate. The services-producing industries aggregate was essentially flat, as increases across several sectors were offset by declines in retail trade and wholesale trade. Overall,&#160;10&#160;of&#160;20&#160;industrial sectors expanded in July.</p><h2>Construction up for a fourth consecutive month in July, on expansions across all subsectors in the month</h2><p><a href="https://www150.statcan.gc.ca/n1/daily-quotidien/260921/dq260921b-eng.htm">The construction sector</a> increased&#160;1.3% in July, rising for a fourth consecutive month. These four consecutive increases offset the declines recorded during the final months of&#160;2025&#160;and the beginning of&#160;2026.</p>
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Construction sector grows in July
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<p>All subsectors expanded in July. Engineering and other construction activities (+1.5%) and non-residential building construction (+2.9%) contributed the most to the increase. The increase in non-residential building construction marked the largest growth rate for that subsector since January&#160;2022&#160;and reflected increased activity in institutional building construction associated with <a href="https://www150.statcan.gc.ca/n1/daily-quotidien/260812/dq260812a-eng.htm">the construction of a new hospital in Ontario.</a></p><p>Residential building construction grew&#160;0.9% in July&#160;2026, driven by higher home alterations and improvements and increased activity in the new construction of most dwelling types.</p><h2>Utilities sector rebounds in July</h2><p>The utilities sector expanded&#160;1.7% in July, more than offsetting June's contraction. A rebound in electric power generation, transmission and distribution (+1.7%) led the increase, marking the largest growth for the industry group since December&#160;2025. A heat wave in July&#160;2026&#160;swept across many parts of Canada, driving higher demand for electricity.</p><p>Natural gas distribution (+2.9%) further added to the growth, on higher demand across all classes of customers.</p><h2>The manufacturing sector contracts in July</h2><p>The manufacturing sector decreased&#160;0.9% in July, as both non-durable goods manufacturing industries (<span class="nowrap">-1</span>.3%) and durable goods manufacturing industries (<span class="nowrap">-0</span>.5%) were down in the month. This was the sector's first decrease in four months, with contractions concentrated in a handful of subsectors.</p><p>The petroleum and coal product manufacturing subsector (<span class="nowrap">-5</span>.7%) contributed the most to the decline in July as activity at petroleum refineries was down&#160;6.2%. The unplanned downtime at a refinery in southwestern Ontario resulted in lower production of motor gasoline, diesel and aviation fuel in July. Machinery manufacturing (<span class="nowrap">-5</span>.1%) further contributed to the decline, offsetting most of the increase recorded in the previous month. Fabricated metal product manufacturing contracted&#160;1.5%, while food manufacturing decreased&#160;0.7%, largely driven by lower meat product manufacturing and bakeries and tortilla manufacturing.</p><h2>The mining, quarrying, and oil and gas extraction sector weighs on July's growth</h2><p>The mining, quarrying and oil and gas extraction sector contracted&#160;0.5% in July, on declines across all comprising subsectors.</p><p>The oil and gas extraction subsector was down&#160;0.3% in July. A&#160;0.7% decline in oil and gas extraction (except oil sands) drove the contraction, coinciding with lower exports of both commodities in July. Increased activity in oil sands extraction (+0.2%) tempered the decline in the subsector. </p><p>The mining and quarrying (except oil and gas) subsector contracted&#160;1.0% in July, driven by a sharp decline in non-metallic mineral mining and quarrying (<span class="nowrap">-4</span>.6%). Potash mining contracted&#160;6.4%, the largest monthly contraction since September&#160;2025, reflecting lower output coming from Saskatchewan and coinciding with lower exports of the product. Metal ore mining (<span class="nowrap">-1</span>.1%) further contributed to the decline in July&#160;2026, driven by contractions in other metal ore mining (<span class="nowrap">-3</span>1.2%) as a mine in Saskatchewan experienced production disruptions at its refining facility. Gold and silver ore mining decreased&#160;2.8%, coinciding with lower exports of unwrought gold, silver, and platinum group metals. Increases in copper, nickel, lead and zinc ore mining (+6.5%) and iron ore mining (+3.3%) tempered the decline in the subsector.</p><p>Support activities for mining, and oil and gas extraction declined&#160;0.8%, with contractions across all comprising industries. </p><h2>Retail trade is down on declines across most subsectors</h2><p>The retail trade sector decreased&#160;1.0% in July, largely offsetting June's increase, reflecting contractions in all comprising subsectors except building material and garden equipment and supplies dealers.</p>
<div class="panel panel-default sd-thumbnail">
  <div class="panel-heading">
  <h2 class="chartt"><strong>Chart&#160;3&#160;</strong> 
  <a href="cg-a003-eng.htm"> 
  <img class="pull-right" src="/dai-quo/img/magnify-clip.png" title="Enlarge chart 3" alt="Chart 3: Retail trade sector contracts in July" /></a><br />
Retail trade sector contracts in July
</h2>
  </div>
  <div class="panel-body">
  <a href="cg-a003-eng.htm">
    <img src="cg260929a003-eng.png" class="sd-chart-thumbnail" title="Enlarge chart 3" alt="Chart 3: Retail trade sector contracts in July" />
  </a>
  </div>
</div>
<p>Retailing activity at gasoline stations and fuel vendors (<span class="nowrap">-3</span>.5%) contracted in July, offsetting most of the increase recorded in the previous month and coinciding with <a href="https://www150.statcan.gc.ca/n1/daily-quotidien/260817/dq260817a-eng.htm">rapidly rising gasoline prices</a> during the peak travel season. Similarly, lower activity at general merchandise retailers (<span class="nowrap">-2</span>.2%) further contributed to the decline in July after being among the largest contributors to growth in June.</p><p>Sporting goods, hobby, musical instrument, book, and miscellaneous retailers (<span class="nowrap">-1</span>.8%) and motor vehicle and parts dealers (<span class="nowrap">-0</span>.6%) further contributed to the sector's contraction in July.</p><h2>Wholesale contracts in July, partially offsetting June's increase </h2><p><a href="https://www150.statcan.gc.ca/n1/daily-quotidien/260915/dq260915b-eng.htm">Wholesale trade</a> contracted&#160;0.4% in July after being among the largest contributors to growth in June. Machinery, equipment and supplies wholesaling contracted&#160;1.6% in July, coinciding with weaker manufacturing activity. The decline in machinery, equipment and supplies wholesaling partially offset the increase recorded in that subsector in June. Similarly, personal and household goods (<span class="nowrap">-1</span>.9%) and miscellaneous wholesaling (<span class="nowrap">-2</span>.5%) contracted in July after posting increases in June. Building material and supplies wholesalers expanded&#160;1.3% in July, tempering the decline in the sector.</p><h2>Some services-producing industries expand in July</h2><p>Professional, scientific and technical services rose&#160;0.3% in July, marking the largest monthly growth rate since November&#160;2024, with increases in most of its comprising industry groups. Architectural, engineering and related services (+0.5%) led the growth in July&#160;2026, and the increase recorded by that subsector coincided with higher activity in the construction sector.</p><p>Real estate and rental and leasing expanded&#160;0.2% in July on broad-based increases. Real estate (+0.1%) posted its sixth consecutive increase. Rental and leasing services (+0.9%) expanded for a second month in a row, with automotive equipment rental and leasing (+1.9%) contributing the most to the increase in July.</p><p>Accommodation and food services grew&#160;0.8% in July, as both accommodation services and food services and drinking places expanded. Accommodation services rose&#160;1.6%, driven by an increase in activity in traveller accommodation which coincided with a <a href="https://www150.statcan.gc.ca/n1/daily-quotidien/260922/dq260922a-eng.htm">rise in the number of international travellers entering Canada</a>.</p>
<div class="panel panel-default sd-thumbnail">
  <div class="panel-heading">
  <h2 class="chartt"><strong>Chart&#160;4&#160;</strong> 
  <a href="cg-a004-eng.htm"> 
  <img class="pull-right" src="/dai-quo/img/magnify-clip.png" title="Enlarge chart 4" alt="Chart 4: Main industrial sectors' contribution to the percent change in gross domestic product in July" /></a><br />
Main industrial sectors' contribution to the percent change in gross domestic product in July
</h2>
  </div>
  <div class="panel-body">
  <a href="cg-a004-eng.htm">
    <img src="cg260929a004-eng.png" class="sd-chart-thumbnail" title="Enlarge chart 4" alt="Chart 4: Main industrial sectors' contribution to the percent change in gross domestic product in July" />
  </a>
  </div>
</div>
<h2>Advance estimate for real gross domestic product by industry for August&#160;2026</h2><p>Advance information indicates that real <a class="acro02-tooltip">GDP</a> increased&#160;0.2% in August. Increases in mining and quarrying and retail trade were partially offset by decreases in oil and gas extraction. Owing to its preliminary nature, this estimate will be updated on October&#160;30,&#160;2026, with the release of the official <a class="acro03-tooltip">GDP</a> by industry data for August.</p>
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  <a href="t001a-eng.htm" class="btn btn-default">
  <span class="glyphicon glyphicon-lg glyphicon-th pull-left sd-tableicon"></span>
  <span class="sd-tablet">Table&#160;1<br />Monthly gross domestic product by industry at basic prices in chained (2017) dollars &#8211; Seasonally adjusted</span></a>
</div>
<br />
<div class="sdg"><h2>Sustainable development goals</h2><p>On January&#160;1,&#160;2016, the world officially began implementing the <a href="http://www.un.org/sustainabledevelopment/development-agenda/">2030&#160;Agenda for Sustainable Development</a>&#8212;the United Nations' transformative plan of action that addresses urgent global challenges over the following&#160;15&#160;years. The plan is based on&#160;17&#160;specific sustainable development goals. </p><p>The release on gross domestic product by industry is an example of how Statistics Canada supports monitoring the progress of global sustainable development goals. This release will be used to help measure the following goal:</p><img class="sdg_img" title="Goal 9: Industry, innovation And infrastructure" src="/dai-quo/img/SDG/09_SDG_EN.png" />
</div><div class="panel panel-Default sd-noteuser">
  <div class="panel-heading sd-noteuser-heading">
    <h3 class="panel-title">&nbsp;&nbsp;Note to readers</h3>
  </div>
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<h3>General information</h3><p class="sd-first-para">Monthly data on gross domestic product (<a class="acro04-tooltip">GDP</a>) by industry at basic prices are chained volume estimates with&#160;2017&#160;as the reference year. This means that the data for each industry and each aggregate are obtained from a chained volume index multiplied by the industry's value added in&#160;2017. The monthly data are benchmarked to annually chained Fisher volume indexes of <a class="acro05-tooltip">GDP</a> obtained from the constant-price supply and use tables (<a class="acro06-tooltip">SUTs</a>) up to the latest <a class="acro07-tooltip">SUTs</a> year (2022).</p><p>For the period starting in January&#160;2023, data are derived by chaining a fixed-weight Laspeyres volume index to the prior period. The fixed weights are&#160;2022&#160;industry current price estimates.</p><p>Statistics Canada also produces expenditure-based <a class="acro08-tooltip">GDP</a> estimates at market prices, which are chained quarterly based on a Fisher volume index. Due to conceptual and statistical differences, <a class="acro09-tooltip">GDP</a> by industry and <a class="acro10-tooltip">GDP</a> by expenditure percent change estimates can diverge slightly.</p><p>All data in this release are seasonally adjusted. For information on seasonal adjustment, see <a href="https://www150.statcan.gc.ca/n1/pub/19-20-0001/192000012026001-eng.htm">Seasonal adjustment: Concepts and interpretation,&#160;2026</a>.</p><p>An advance estimate of industrial production for August&#160;2026&#160;is available upon request. </p><p>For more information on <a class="acro11-tooltip">GDP</a>, see the video "<a href="/en/catalogue/11-629-X2015034">What is Gross Domestic Product (GDP)?</a>."</p><p>For more information on the impact of tariffs on key economic statistics, please consult: "<a href="/en/catalogue/36280001202500400001">How tariffs are conceptually reflected in key economic statistics</a>."</p><h3><strong>Revisions</strong></h3><p>Each month, newly available administrative and survey data from various industries in the economy are integrated, resulting in statistical revisions. Updated and revised administrative data (including taxation statistics), new information provided by respondents to industry surveys, and standard changes to seasonal adjustment calculations are incorporated with each release.</p><p>With this release of monthly <a class="acro12-tooltip">GDP</a> by industry, revisions have been made back to January&#160;2025. </p><p>To satisfy the opposing goals for both timeliness and accuracy, Statistics Canada regularly updates (revises) its estimates of <a class="acro13-tooltip">GDP</a>. For more information about <a class="acro14-tooltip">GDP</a> revision cycles, please consult the "<a href="/en/catalogue/13-605-X202400100002">Revisions to Canada's GDP</a>" article in the <em>Latest Developments in the Canadian Economic Accounts</em> (<a href="/en/catalogue/13-605-X" title="Catalogue number 13-605-X"><span class="navaid">Catalogue number</span>13-605-X</a>).</p><h3>Real-time table</h3><p>Real-time table&#160;36-10-0491-01&#160;will be updated on October&#160;12,&#160;2026. </p><h3>Next release</h3><p>Data on real <a class="acro15-tooltip">GDP</a> by industry for August&#160;2026&#160;will be released on October&#160;30, including an advance estimate for the September&#160;2026&#160;reference month. </p>
  </div>
</div>

<h2>Products</h2>
<p>The <i>User Guide: Canadian System of Macroeconomic Accounts</i> (<a href="/en/catalogue/13-606-G" title="Catalogue number 13-606-G"><span class="navaid">Catalogue number</span>13-606-G</a>) is available.</p><p>The <i>Methodological Guide: Canadian System of Macroeconomic Accounts</i> (<a href="/en/catalogue/13-607-X" title="Catalogue number 13-607-X"><span class="navaid">Catalogue number</span>13-607-X</a>) is also available.</p><p>The <a href="https://www.statcan.gc.ca/eng/subjects-start/economic_accounts">Economic accounts statistics</a> portal, accessible from the <i>Subjects</i> module of the Statistics Canada website, features an up-to-date portrait of national and provincial economies and their structure.</p><h2>Contact information</h2><p>For more information, or to enquire about the concepts, methods or data quality of this release, contact us (toll-free <span class="phone">1-800-263-1136</span>; <span class="phone">514-283-8300</span>; <a href="mailto:infostats@statcan.gc.ca">infostats@statcan.gc.ca</a>) or Media Relations (<a href="mailto:statcan.mediahotline-ligneinfomedias.statcan@statcan.gc.ca">statcan.mediahotline-ligneinfomedias.statcan@statcan.gc.ca</a>).</p>
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      "refPerRaw": "2026-06-01",
      "refPerRaw2": "",
      "releaseTime": "2026-09-29T08:30",
      "scalarFactorCode": 6,
      "securityLevelCode": 0,
      "statusCode": 0,
      "symbolCode": 0,
      "value": 2371886
    },
    {
      "decimals": 0,
      "frequencyCode": 6,
      "refPer": "2026-07-01",
      "refPer2": "",
      "refPerRaw": "2026-07-01",
      "refPerRaw2": "",
      "releaseTime": "2026-09-29T08:30",
      "scalarFactorCode": 6,
      "securityLevelCode": 0,
      "statusCode": 0,
      "symbolCode": 0,
      "value": 2371771
    }
  ]
}
Runner verification checks
  • json_pointer_replay
call-0005calculateFailed · retained for audit
Started
Completed

Input

{
  "expression": "[(jan/dec-1)*100,(feb/jan-1)*100,(mar/feb-1)*100,(apr/mar-1)*100,(may/apr-1)*100,(jun/may-1)*100,(jul/jun-1)*100]",
  "inputs": {
    "apr": 2355221,
    "dec": 2340368,
    "feb": 2343731,
    "jan": 2340048,
    "jul": 2371771,
    "jun": 2371886,
    "mar": 2340120,
    "may": 2363071
  }
}

Output

null

Error

expression contains unsupported syntax
call-0006calculateSucceeded · runner replay passed
Started
Completed

Input

{
  "expression": "(jan/dec-1)*100",
  "inputs": {
    "dec": 2340368,
    "jan": 2340048
  }
}

Output

{
  "resolvedInputs": {
    "dec": 2340368,
    "jan": 2340048
  },
  "value": -0.013673063381480777
}
Runner verification checks
  • arithmetic_replay
call-0007calculateSucceeded · runner replay passed
Started
Completed

Input

{
  "expression": "(feb/jan-1)*100",
  "inputs": {
    "feb": 2343731,
    "jan": 2340048
  }
}

Output

{
  "resolvedInputs": {
    "feb": 2343731,
    "jan": 2340048
  },
  "value": 0.15738993388170197
}
Runner verification checks
  • arithmetic_replay
call-0008calculateSucceeded · runner replay passed
Started
Completed

Input

{
  "expression": "(mar/feb-1)*100",
  "inputs": {
    "feb": 2343731,
    "mar": 2340120
  }
}

Output

{
  "resolvedInputs": {
    "feb": 2343731,
    "mar": 2340120
  },
  "value": -0.15407058233218862
}
Runner verification checks
  • arithmetic_replay
call-0009calculateSucceeded · runner replay passed
Started
Completed

Input

{
  "expression": "(apr/mar-1)*100",
  "inputs": {
    "apr": 2355221,
    "mar": 2340120
  }
}

Output

{
  "resolvedInputs": {
    "apr": 2355221,
    "mar": 2340120
  },
  "value": 0.6453087875835317
}
Runner verification checks
  • arithmetic_replay
call-0010calculateSucceeded · runner replay passed
Started
Completed

Input

{
  "expression": "(may/apr-1)*100",
  "inputs": {
    "apr": 2355221,
    "may": 2363071
  }
}

Output

{
  "resolvedInputs": {
    "apr": 2355221,
    "may": 2363071
  },
  "value": 0.3333020553060617
}
Runner verification checks
  • arithmetic_replay
call-0011calculateSucceeded · runner replay passed
Started
Completed

Input

{
  "expression": "(jun/may-1)*100",
  "inputs": {
    "jun": 2371886,
    "may": 2363071
  }
}

Output

{
  "resolvedInputs": {
    "jun": 2371886,
    "may": 2363071
  },
  "value": 0.37303153396575084
}
Runner verification checks
  • arithmetic_replay
call-0012calculateSucceeded · runner replay passed
Started
Completed

Input

{
  "expression": "(jul/jun-1)*100",
  "inputs": {
    "jul": 2371771,
    "jun": 2371886
  }
}

Output

{
  "resolvedInputs": {
    "jul": 2371771,
    "jun": 2371886
  },
  "value": -0.00484846236286085
}
Runner verification checks
  • arithmetic_replay
call-0013calculateSucceeded · runner replay passed
Started
Completed

Input

{
  "expression": "stdev(growths)",
  "inputs": {
    "growths": [
      -0.013673063381480777,
      0.15738993388170197,
      -0.15407058233218862,
      0.6453087875835317,
      0.3333020553060617,
      0.37303153396575084,
      -0.00484846236286085
    ]
  }
}

Output

{
  "resolvedInputs": {
    "growths": [
      -0.013673063381480777,
      0.15738993388170197,
      -0.15407058233218862,
      0.6453087875835317,
      0.3333020553060617,
      0.37303153396575084,
      -0.00484846236286085
    ]
  },
  "value": 0.2769575209394938
}
Runner verification checks
  • arithmetic_replay
call-0014calculateSucceeded · runner replay passed
Started
Completed

Input

{
  "expression": "mean(growths)",
  "inputs": {
    "growths": [
      -0.013673063381480777,
      0.15738993388170197,
      -0.15407058233218862,
      0.6453087875835317,
      0.3333020553060617,
      0.37303153396575084,
      -0.00484846236286085
    ]
  }
}

Output

{
  "resolvedInputs": {
    "growths": [
      -0.013673063381480777,
      0.15738993388170197,
      -0.15407058233218862,
      0.6453087875835317,
      0.3333020553060617,
      0.37303153396575084,
      -0.00484846236286085
    ]
  },
  "value": 0.19092002895150229
}
Runner verification checks
  • arithmetic_replay
call-0015calculateSucceeded · runner replay passed
Started
Completed

Input

{
  "expression": "1.28*sigma",
  "inputs": {
    "sigma": {
      "callId": "call-0013"
    }
  }
}

Output

{
  "resolvedInputs": {
    "sigma": 0.2769575209394938
  },
  "value": 0.35450562680255204
}
Runner verification checks
  • arithmetic_replay
call-0016fetch_sourceFailed · retained for audit
Started
Completed
Source
https://www150.statcan.gc.ca/n1/release-diffusion/2026-eng.htm
Response
HTTP 404 · 3,451 bytes · body hash checked
SHA-256
8a0b7527cfd34961cf5862222f2e4614bb76065eef44d23bf1647563e60d0e66

Input

{
  "url": "https://www150.statcan.gc.ca/n1/release-diffusion/2026-eng.htm"
}

Output

null

Error

source returned HTTP 404
Response headers
[
  [
    "server",
    "nginx/1.24.0"
  ],
  [
    "date",
    "Fri, 02 Oct 2026 21:00:28 GMT"
  ],
  [
    "content-type",
    "text/html"
  ],
  [
    "transfer-encoding",
    "chunked"
  ],
  [
    "connection",
    "keep-alive"
  ],
  [
    "vary",
    "Accept-Encoding"
  ],
  [
    "strict-transport-security",
    "max-age=31536000; includeSubDomains"
  ]
]
Full response text
<!DOCTYPE html><!--[if lt IE 9]><html class="no-js lt-ie9" lang="en" dir="ltr"><![endif]--><!--[if gt IE 8]><!-->
<html class="no-js" lang="en" dir="ltr">
<!--<![endif]-->
<head>
<meta charset="utf-8">
<!-- Web Experience Toolkit (WET) / Boîte à outils de l'expérience Web (BOEW)
		wet-boew.github.io/wet-boew/License-en.html / wet-boew.github.io/wet-boew/Licence-fr.html -->
<title>Statistics Canada - We couldn&#x27;t find that Web page (Error 404) / Statistique Canada - Nous ne pouvons trouver cette page Web (Erreur 404)</title>
<meta content="width=device-width,initial-scale=1" name="viewport">
<!-- Meta data -->
<meta name="robots" content="noindex, nofollow, noarchive">
<!-- Meta data-->
<!--[if gte IE 9 | !IE ]><!-->
<link href="/wet-boew4b/assets/favicon.ico" rel="icon" type="image/x-icon">
<link rel="stylesheet" href="/wet-boew4b/css/wet-boew.min.css">
<!--<![endif]-->
<link rel="stylesheet" href="/wet-boew4b/css/theme-srv.min.css">
<!--[if lt IE 9]>
<link href="/wet-boew4b/assets/favicon.ico" rel="shortcut icon" />
<link rel="stylesheet" href="/wet-boew4b/css/ie8-wet-boew.min.css" />
<script src="/wet-boew4b/js/jquery.min.js"></script>
<script src="/wet-boew4b/js/ie8-wet-boew.min.js"></script>
<![endif]-->
<noscript><link rel="stylesheet" href="/wet-boew4b/css/noscript.min.css" /></noscript>
</head>
<body vocab="http://schema.org/" typeof="WebPage">
<header role="banner" id="wb-bnr" class="container">
<div class="row">
<div class="col-sm-6">
<object id="gcwu-sig" type="image/svg+xml" tabindex="-1" role="img" data="/wet-boew4b/assets/sig-blk-en.svg" aria-label="Government of Canada"></object>
</div>
<div class="col-sm-6">
<object id="wmms" type="image/svg+xml" tabindex="-1" role="img" data="/wet-boew4b/assets/wmms-blk.svg" aria-label="Symbol of the Government of Canada"></object>
</div>
</div>
</header>
<main role="main" property="mainContentOfPage" class="container">
<div class="row mrgn-tp-lg">
<h1 class="wb-inv">We couldn't find that Web page (Error 404) / <span lang="fr">Nous ne pouvons trouver cette page Web (Erreur 404)</span></h1>
<section class="col-md-6">
<h2><span class="glyphicon glyphicon-warning-sign mrgn-rght-md"></span> We couldn't find that Web page (Error 404)</h2>
<p>We're sorry you ended up here. Sometimes a page gets moved or deleted, but hopefully we can help you find what you're looking for.</p>
<ul>
<li>Return to the <a href="https://www.statcan.gc.ca/en/start">home page</a></li>
<li><a href="https://www.statcan.gc.ca/en/reference/refcentre/index">Contact us</a></li>
</ul>
</section>
<section class="col-md-6" lang="fr">
<h2><span class="glyphicon glyphicon-warning-sign mrgn-rght-md"></span> Nous ne pouvons trouver cette page Web (Erreur 404)</h2>
<p>Nous sommes désolés que vous ayez abouti ici. Il arrive parfois qu'une page ait été déplacée ou supprimée. Heureusement, nous pouvons vous aider à trouver ce que vous cherchez.</p>
<ul>
<li>Retournez à la <a href="https://www.statcan.gc.ca/fr/debut">page d'accueil</a></li>
<li><a href="https://www.statcan.gc.ca/fr/reference/centreref/index">Contactez-nous</a></li>
</ul>
</section>
</div>
</main>
<!--[if gte IE 9 | !IE ]><!-->
<script src="/wet-boew4b/js/jquery.min.js"></script>
<script src="/wet-boew4b/js/wet-boew.min.js"></script>
<!--<![endif]-->
<!--[if lt IE 9]>
<script src="/wet-boew4b/js/ie8-wet-boew2.min.js"></script>
<![endif]-->
<script src="/wet-boew4b/js/theme.min.js"></script>
</body>
</html>
Runner verification checks
  • response_sha256
  • response_bytes
call-0017fetch_sourceSucceeded · response captured
Started
Completed
Source
https://www150.statcan.gc.ca/t1/wds/rest/getDataFromVectorByReferencePeriodRange?vectorIds=%2265201210%22&startRefPeriod=2026-09-01&endReferencePeriod=2026-10-01
Response
HTTP 200 · 153 bytes · body hash checked
SHA-256
03c6735a86739e65ac34102ef50ee99846b5ac5503ac0349cff4e0b65505b2e5

Input

{
  "url": "https://www150.statcan.gc.ca/t1/wds/rest/getDataFromVectorByReferencePeriodRange?vectorIds=%2265201210%22&startRefPeriod=2026-09-01&endReferencePeriod=2026-10-01"
}

Output

{
  "bytes": 153,
  "contentType": "application/json",
  "excerpt": "[{\"status\":\"SUCCESS\",\"object\":{\"responseStatusCode\":0,\"productId\":36100434,\"coordinate\":\"1.1.1.1.0.0.0.0.0.0\",\"vectorId\":65201210,\"vectorDataPoint\":[]}}]",
  "excerptTruncated": false,
  "sha256": "03c6735a86739e65ac34102ef50ee99846b5ac5503ac0349cff4e0b65505b2e5",
  "status": 200,
  "url": "https://www150.statcan.gc.ca/t1/wds/rest/getDataFromVectorByReferencePeriodRange?vectorIds=%2265201210%22&startRefPeriod=2026-09-01&endReferencePeriod=2026-10-01"
}
Response headers
[
  [
    "server",
    "nginx/1.24.0"
  ],
  [
    "date",
    "Fri, 02 Oct 2026 21:00:51 GMT"
  ],
  [
    "content-type",
    "application/json"
  ],
  [
    "transfer-encoding",
    "chunked"
  ],
  [
    "connection",
    "keep-alive"
  ],
  [
    "vary",
    "Accept-Encoding"
  ],
  [
    "x-frame-options",
    "SAMEORIGIN"
  ],
  [
    "vary",
    "accept-encoding"
  ],
  [
    "cache-control",
    "max-age=1800"
  ],
  [
    "pragma",
    "no-cache"
  ],
  [
    "expires",
    "Fri, 02 Oct 2026 21:30:51 GMT"
  ],
  [
    "x-content-type-options",
    "nosniff"
  ],
  [
    "x-xss-protection",
    "1; mode=block"
  ],
  [
    "content-security-policy",
    "default-src 'self' 'unsafe-inline' *.statcan.gc.ca *.statcan.ca *.stc.ca  *.demdex.net *.omtrdc.net *.everesttech.net blob:; style-src 'self' 'unsafe-inline' *.statcan.gc.ca *.statcan.ca https://fonts.googleapis.com blob:; script-src 'self' 'unsafe-inline' 'unsafe-eval' *.statcan.gc.ca *.statcan.ca *.googletagmanager.com *.adobedtm.com *.jsdelivr.net *.mathjax.org cdnjs.cloudflare.com blob:; connect-src 'self' *.statcan.gc.ca *.statcan.ca *.stc.ca  *.demdex.net *.omtrdc.net https://api.mapbox.com/ https://events.mapbox.com/; img-src 'self' *.statcan.gc.ca *.statcan.ca *.stc.ca  *.demdex.net *.omtrdc.net *.everesttech.net *.jsdelivr.net data: blob:; font-src 'self' *.statcan.gc.ca *.statcan.ca https://fonts.gstatic.com; worker-src 'self' 'unsafe-inline' 'unsafe-eval' *.statcan.gc.ca *.statcan.ca blob:; frame-src 'self' 'unsafe-inline' *.statcan.gc.ca *.statcan.ca *.stc.ca https://dv-vd.shinyapps.io *.demdex.net blob:;"
  ],
  [
    "x-frame-options",
    "SAMEORIGIN"
  ],
  [
    "strict-transport-security",
    "max-age=31536000; includeSubDomains"
  ],
  [
    "x-frame-options",
    "SAMEORIGIN"
  ],
  [
    "x-proxy-cache",
    "MISS"
  ],
  [
    "cache-control",
    "public"
  ],
  [
    "access-control-allow-origin",
    "*"
  ],
  [
    "access-control-allow-methods",
    "GET, POST, OPTIONS"
  ],
  [
    "access-control-allow-headers",
    "DNT,X-Custom-Header,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Content-Range,Range"
  ],
  [
    "access-control-expose-headers",
    "DNT,X-Custom-Header,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Content-Range,Range"
  ]
]
Full response text
[{"status":"SUCCESS","object":{"responseStatusCode":0,"productId":36100434,"coordinate":"1.1.1.1.0.0.0.0.0.0","vectorId":65201210,"vectorDataPoint":[]}}]
Runner verification checks
  • response_sha256
  • response_bytes
  • fetch_result
call-0018calculateSucceeded · runner replay passed
Started
Completed

Input

{
  "expression": "base + aug_signal + july_drag + policy_drag",
  "inputs": {
    "aug_signal": 0.02,
    "base": {
      "callId": "call-0014"
    },
    "july_drag": -0.04,
    "policy_drag": -0.02
  }
}

Output

{
  "resolvedInputs": {
    "aug_signal": 0.02,
    "base": 0.19092002895150229,
    "july_drag": -0.04,
    "policy_drag": -0.02
  },
  "value": 0.15092002895150228
}
Runner verification checks
  • arithmetic_replay
call-0019calculateSucceeded · runner replay passed
Started
Completed

Input

{
  "expression": "point - half_width",
  "inputs": {
    "half_width": {
      "callId": "call-0015"
    },
    "point": {
      "callId": "call-0018"
    }
  }
}

Output

{
  "resolvedInputs": {
    "half_width": 0.35450562680255204,
    "point": 0.15092002895150228
  },
  "value": -0.20358559785104977
}
Runner verification checks
  • arithmetic_replay
call-0020calculateSucceeded · runner replay passed
Started
Completed

Input

{
  "expression": "point + half_width",
  "inputs": {
    "half_width": {
      "callId": "call-0015"
    },
    "point": {
      "callId": "call-0018"
    }
  }
}

Output

{
  "resolvedInputs": {
    "half_width": 0.35450562680255204,
    "point": 0.15092002895150228
  },
  "value": 0.5054256557540543
}
Runner verification checks
  • arithmetic_replay
call-0021fetch_sourceSucceeded · response captured
Started
Completed
Source
https://www150.statcan.gc.ca/n1/dai-quo/cal1-eng.htm?sk=3569
Response
HTTP 200 · 20,693 bytes · body hash checked
SHA-256
2e5e771dcc3c954892833388600a98316639c0fe425510c6f2e4685699684fa8

Input

{
  "url": "https://www150.statcan.gc.ca/n1/dai-quo/cal1-eng.htm?sk=3569"
}

Output

{
  "bytes": 20693,
  "contentType": "text/html; charset=UTF-8",
  "excerpt": "<!DOCTYPE html>\r\n<!--[if lt IE 9]><html class=\"no-js lt-ie9\" lang=\"en\" dir=\"ltr\"><![endif]--><!--[if gt IE 8]><!-->\r\n<html class=\"no-js\" lang=\"en\" dir=\"ltr\" xmlns=\"http://www.w3.org/1999/xhtml\" >\r\n<!--<![endif]-->\r\n<head>\r\n<meta charset=\"utf-8\" />\r\n<link rel=\"schema.dcterms\" href=\"http://purl.org/dc/terms/\"/>\r\n<!-- Web Experience Toolkit (WET) / Boite a outils de l'experience Web (BOEW)\r\n     wet-boew.github.io/wet-boew/License-en.html / wet-boew.github.io/wet-boew/Licence-fr.html ----->\r\n<title>Release schedule – Major economic releases</title>\r\n<meta name=\"dcterms.title\" content=\"Release schedule – Major economic releases\"/>\r\n<meta name=\"description\" content=\"View the release dates for selected major economic indicators.\"/>\r\n<meta name=\"keywords\" content=\"none\"/>\r\n<meta name=\"STCkeywords\" content=\"none\"/>\r\n<meta name=\"dcterms.creator\" content=\"Government of Canada, Statistics Canada\"/>\r\n<meta name=\"dcterms.issued\" title=\"W3CDTF\" content=\"2015-04-22\"/>\r\n<meta name=\"dcterms.modified\" title=\"W3CDTF\" content=\"2015-04-22\"/>\r\n<meta name=\"dcterms.subject\" title=\"gcstc\" content=\"none\"/>\r\n<meta name=\"dcterms.language\" title=\"ISO639-2/T\" content=\"eng\"/>\r\n<meta name=\"STCtopic\" content=\"none\"/>\r\n<meta name=\"STCtopicID\" content=\"none\"/>\r\n<meta name=\"STCsubtopic\" content=\"none\"/>\r\n<meta name=\"STCsubtopicID\" content=\"none\"/>\r\n<meta name=\"STCtype\" content=\"none\"/>\r\n<meta name=\"STCsource\" content=\"none\"/>\r\n<meta name=\"STCstatus\" content=\"none\"/>\r\n<meta name=\"STClist\" content=\"none\"/>\r\n<meta content=\"width=device-width,initial-scale=1\" name=\"viewport\" />\r\n<meta property=\"dcterms:service\" content=\"StatCan\"/> \r\n<meta property=\"dcterms:accessRights\" content=\"2\"/>\r\n\r\n<link href=\"/wet-boew4b/assets/favicon.ico\" rel=\"icon\" type=\"image/x-icon\">\r\n<link rel=\"stylesheet\" 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<h2 class="wb-invisible">Major economic releases</h2>

			 <p>View the release dates for selected major economic indicators.</p>
			 <p>Annual release dates available in PDF format: </p>
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				<li><a title="2026-2027 release dates for the major economic releases" href="/release-diffusion/2026-eng.pdf">2026-2027 release dates (159 kb)</a></li>
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Runner verification checks
  • response_sha256
  • response_bytes
  • fetch_result

Review calls

Archive integrity checkedRaw evidence ↗Replay report ↗

No tool calls were captured in this stage.

Forecast calls

Archive integrity checkedRaw evidence ↗Replay report ↗

No tool calls were captured in this stage.

Sources and resolution

Official source
Statistics Canada WDS Table 36-10-0434-01 and The Daily: Gross domestic product by industry
Resolution date
December 23, 2026· outcome not recorded
Resolution rule
Resolve with the registered StatCan WDS first-print contract for dataPointId statcan.gdp_by_industry.monthly_growth.2026_10.first_print: Table 36-10-0434-01 vector v65201210, all industries, chained 2017 dollars, seasonally adjusted at annual rates, transformed as percent_change_previous_period with factor 1. Use the first official Statistics Canada October 2026 print under that contract and do not substitute later revisions or an alternate denominator-vintage rule; if the first print is not available on 2026-12-23, leave unresolved until Statistics Canada publishes that first print.
Run details

The analysis is the model’s written report. Tool-use descriptions in that report are model claims; the activity artifacts contain the execution record.

thesis.analyst · gpt-5.5 · fast · v2.5.11

pre-submit review · completed

Draft is mostly publishable, but the resolver URL and denominator wording should be tightened to match the ledger contract exactly.

  • warning resolver: The draft's resolutionSourceUrl uses getDataFromVectorByReferencePeriodRange, while the ledger sourceBinding.sourceUrl is the StatCan WDS getDataFromVectorsAndLatestNPeriods endpoint.
  • warning resolver: The resolutionRule says to compute October over September first-print level, which may be ambiguous if the October release revises September; the ledger contract only fixes October 2026 first_print with percent_change_previous_period.
  • info optional_suggestion: State that the cited 2026 history is the available official WDS vintage used for the prior, not necessarily each month's original first print.
  • info optional_suggestion: Keep the compact prior/update/interval paragraph; it satisfies the review rubric well.

disposition accepted: Review disposition: accepted the resolver critique by setting the resolution source to the canonical StatCan WDS getDataFromVectorsAndLatestNPeriods endpoint and clarifying that resolution follows the registered first-print percent_change_previous_period contract rather than an alternate September denominator vintage. Accepted the optional note that the prior history is the available WDS vintage used for forecasting.

disposition accepted: Review disposition: accepted the resolver critique by setting the resolution source to the canonical StatCan WDS getDataFromVectorsAndLatestNPeriods endpoint and clarifying that resolution follows the registered first-print percent_change_previous_period contract rather than an alternate September denominator vintage. Accepted the optional note that the prior history is the available WDS vintage used for forecasting.

disposition not applicable: Review disposition: accepted the resolver critique by setting the resolution source to the canonical StatCan WDS getDataFromVectorsAndLatestNPeriods endpoint and clarifying that resolution follows the registered first-print percent_change_previous_period contract rather than an alternate September denominator vintage. Accepted the optional note that the prior history is the available WDS vintage used for forecasting.

disposition not applicable: Review disposition: accepted the resolver critique by setting the resolution source to the canonical StatCan WDS getDataFromVectorsAndLatestNPeriods endpoint and clarifying that resolution follows the registered first-print percent_change_previous_period contract rather than an alternate September denominator vintage. Accepted the optional note that the prior history is the available WDS vintage used for forecasting.

Activity artifacts

Complete original trace

§Canada October 2026 monthly GDP growth forecast

Resolver first: the target is Statistics Canada GDP by industry Table 36-10-0434-01, vector v65201210, all industries, chained 2017 dollars, seasonally adjusted at annual rates. I keep the ledger contract: dataPointId statcan.gdp_by_industry.monthly_growth.2026_10.first_print, unit percent_growth, first-print transform percent_change_previous_period.

▸ Reported tool use: official.lookupmodel report
fetch_source call-0021 and PDF fetch_source call-0002 for Statistics Canada major economic release schedule
↳ The official schedule page points to the 2026-2027 release dates PDF; the schedule text read this run lists Gross domestic product by industry for October 2026 on December 23, 2026, with nearby GDP-by-industry releases including September 29, 2026 for July 2026 and October 30, 2026 for August 2026.
▸ Reported tool use: official.lookupmodel report
fetch_source call-0001 and extract_json call-0004 for WDS vector v65201210, 2025-12 through 2026-07
↳ Fetched levels were 2025-12=2340368, 2026-01=2340048, 2026-02=2343731, 2026-03=2340120, 2026-04=2355221, 2026-05=2363071, 2026-06=2371886, 2026-07=2371771, all with releaseTime 2026-09-29T08:30.
▸ Reported tool use: official.lookupmodel report
fetch_source call-0003 for The Daily, Gross domestic product by industry, July 2026
↳ The Daily printed July 2026 real GDP by industry monthly change at 0.0%; it reported construction +1.3%, utilities +1.7%, manufacturing -0.9%, mining and oil and gas -0.5%, retail -1.0%, wholesale -0.4%, and an August 2026 advance estimate of +0.2%.
▸ Reported tool use: official.calculatemodel report
calculate calls call-0006 through call-0015 from official WDS levels
↳ Transformed monthly growth values were January -0.013673, February 0.157390, March -0.154071, April 0.645309, May 0.333302, June 0.373032, July -0.004848; mean call-0014 was 0.190920 and sample stdev call-0013 was 0.276958, giving 1.28*sigma call-0015 = 0.354506.

The cited 2026 history is the available official WDS vintage used for the prior, not a claim that each month is its original first print. Level, momentum, one-off, and policy mechanism effects: the level path is above late-2025 after strong April-June gains; momentum cooled because July was essentially flat even though August's advance estimate was +0.2. July one-offs included refinery downtime, mining disruptions, and retail/wholesale softness; those can partly mean-revert, but October is two prints beyond the observed month. The policy mechanism is mostly a small drag from trade uncertainty rather than a discrete policy-level change in the series.

Prior/update/interval: reference class/base rate is the January-July 2026 transformed official monthly growth sample from vector v65201210, mean = 0.190920. I update by +0.02 for the August +0.2 advance signal, -0.04 for the July flat/sector-offset cooling signal, and -0.02 for trade-policy uncertainty, so point = 0.190920 + 0.02 - 0.04 - 0.02 = 0.150920, rounded to 0.15. Interval method uses realized dispersion of the change series values themselves: sigma = 0.276958, so 80% half-width is roughly 1.28*sigma = 0.354506. Applying that to 0.150920 gives [-0.203586, 0.505426], rounded to [-0.20, 0.51].

Counter-considerations: upside risk would be a broad October rebound in mining, retail, wholesale, and manufacturing plus continued construction strength, which could land above the interval if monthly growth exceeds about +0.51%. Downside risk is a renewed goods-sector contraction or sharper trade shock; that would land below the interval if October GDP falls more than about -0.20%. Outside the interval is plausible but not central because the recent seven-month sigma already includes one large April rebound and a March contraction.

Review disposition: accepted the resolver critique by setting the resolution source to the canonical StatCan WDS getDataFromVectorsAndLatestNPeriods endpoint and clarifying that resolution follows the registered first-print percent_change_previous_period contract rather than an alternate September denominator vintage. Accepted the optional note that the prior history is the available WDS vintage used for forecasting.

calibrated forecast · 80% CI
+0.1%[-0.2% · +0.5%]
Target metadata

Data point: statcan.gdp_by_industry.monthly_growth.2026_10.first_print

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