1# External benchmarks inventory — WP 36 (Quebec used-car listing panel, 2026-08-12 → 2026-11-01)23Compiled 2026-11-01; every URL, table ID and latest period was checked by HTTP request that day (StatCan WDS, Données Québec CKAN API, BoC Valet, page fetches). **could not verify** = not confirmed. Raw copies: `data/raw/external/` (README there).45## 1. Statistics Canada (all tables: Statistics Canada Open Licence; CSV = `https://www150.statcan.gc.ca/n1/tbl/csv/<pid8>-eng.zip`; API = `POST https://www150.statcan.gc.ca/t1/wds/rest/getDataFromVectorsAndLatestNPeriods` or `getDataFromCubePidCoordAndLatestNPeriods`; full-table link resolver `GET .../getFullTableDownloadCSV/<pid8>/en`)67- **New motor vehicle sales.** Table **20-10-0001-01 is ARCHIVED** (last period Dec 2024; released 2025-04-14). The live successor is **20-10-0085-01 "New motor vehicle sales, monthly"** (dims: Geography incl. Quebec, Vehicle type, Fuel type, Origin, Units/Dollars, Unadjusted/SA). Latest period **Aug 2026, released 2026-10-15** (lag ≈ 6–7 weeks). Quebec, total, unadjusted: v1617815620 (units; Aug 2026 = 41,657; Jul 41,755; Jun 42,053) and v1617815621 ($ thousands; Aug 2026 = 2,258,218). SA Quebec vector (v1617815717) is null for 2026. Sep 2026 is not on the major-release calendar; expect ~mid-November by analogy (**not verified**). Annual: 20-10-0002-01 archived, 20-10-0086-01 live (2025).8- **New motor vehicle registrations.** **20-10-0024-01 is ARCHIVED** (last 2024-Q4). Live: **20-10-0025-01 "New motor vehicle registrations, quarterly, by geographic level"** (5,345 geographies incl. municipalities; fuel type; vehicle type). Latest **2026-Q2, released 2026-09-08** (lag ≈ 10 weeks); Q3 ≈ Dec 2026. New vehicles only.9- **CPI "Purchase of used passenger vehicles (202204=100)".** Table **18-10-0004-01**, product member 372; latest **Sep 2026, released 2026-10-19**; Oct 2026 due **2026-11-16** (verified in StatCan 2026 release calendar). **Published for Canada only**: v1374568107 (Sep 2026 = 104.5; Aug 105.4; Jul 105.0; Jun 105.0; May 105.2; Apr 103.8). Coordinates for Quebec (geo 11) and Montréal (geo 13) with member 372 return FAILED — there is **no provincial used-vehicle index**. Quebec has only the aggregate "Purchase of passenger vehicles" v41691856 (Sep 2026 = 131.4), All-items v41691783 (167.7) and Gasoline v41691858 (270.2). Methodology (StatCan 62F0014M2022008): **J.D. Power** dealer transaction prices (incl. trade-in value) aggregated by make/model with mean price, vintage age, odometer, count; hedonic **time-dummy WLS** (log price on log odometer, log age, model FE, rolling 5-month window); introduced with the June 2022 basket update (series start April 2022, not 2023); **one-month lag in the price data** (Sep index reflects Aug transactions).10- **Retail trade, NAICS 441.** **20-10-0008-01 ARCHIVED** (last Dec 2022). Live: **20-10-0056-01 "Monthly retail trade sales by province and territory"**, NAICS member 2 "Motor vehicle and parts dealers" (441); geographies include Quebec (6), Montréal CMA (7), Québec CMA (8), Gatineau (9). Latest **Aug 2026, released 2026-10-23**; Sep 2026 due **2026-11-20** (verified). Quebec 441 unadjusted v1446859668 (Aug 2026 = $4,755,964k; Jul 5,317,100; Jun 4,973,621); Montréal 441 unadjusted v1446859699 (Aug = $2,211,165k). SA exists for total retail (v1446859667); SA for Quebec 441 returned FAILED (**could not verify**). 441 mixes new/used dealers and parts.11- **Vehicle registrations (stock).** **23-10-0067-01 ARCHIVED** (last 2019). Live: **23-10-0308-01 "Vehicle registrations, by type of vehicle and fuel type"**, annual, Quebec; latest **2025, released 2026-09-22**. Stock only, no flows.12- **LFS Quebec.** **14-10-0287-01**, Quebec employment SA v2063754 (Sep 2026 = 7,577.2k; Aug 7,575.4; Jul 7,578.3); released 2026-10-09; Oct 2026 due **2026-11-06** (verified). Unemployment rate = member 7.13- **Gasoline, monthly.** **18-10-0001-01**, Montréal regular self-service v735096 (Sep 2026 = 198.4 ¢/L; Aug 184.9; Jul 187.4); Québec City is geo member 6. Released with the CPI (Sep 2026 on 2026-10-19).1415## 2. SAAQ / Données Québec1617- Organisation `saaq` on donneesquebec.ca has **8 datasets, all annual, all last updated 2023-12-18/19**: Véhicules en circulation, Permis de conduire, Rapports d'accident, Avis de non-conformité CRQ, Constats d'infraction CRQ, Interventions de contrôle, Dossiers indemnisation, Blessures indemnisation.18- **"Véhicules en circulation"** (`https://www.donneesquebec.ca/recherche/dataset/vehicules-en-circulation`), **CC-BY 4.0**, one CSV per year **2011–2022** (e.g. `https://dq-prd-bucket1.s3.ca-central-1.amazonaws.com/saaq/Vehicule_En_Circulation_2022.csv`, 905 MB, Last-Modified 2023-12-18). Vehicle-level stock snapshot (class, make, model, model year, mass, cylinders, colour, fuel, **région administrative, MRC**): useful for fleet *composition* benchmarking, not flows. No 2023–2025 vintage; revised for Loi 25.19- **Ownership transfers (transferts de propriété)**: **no dataset found** on Données Québec (queries "transfert propriété véhicule", "immatriculation", organisation SAAQ). Only procedures are published; the annual "SAAQ en bref" PDF may hold aggregate counts — **could not verify** any monthly/weekly series. This is the main missing official flow measure.2021## 3. Industry indices (all Canada-wide, none public at Quebec level except AutoTrader/AutoHebdo regional averages)2223- **Canadian Black Book — Wholesale Used Vehicle Retention Index** (`https://www.canadianblackbook.com/black-book-index/`; the `/used-vehicle-retention-index/` URL is 404). Monthly, Canada; % of original MSRP for 2–6-year-old vehicles at wholesale, volume-weighted, seasonally/age/mileage/inflation adjusted. PDF "Updated October 2026" contains Jan 2005 → **Sep 2026**: 2026 = 133.5, 132.2, 132.5, 130.8, 129.7, 128.0, 127.9, 127.5, **127.5** (Sep −7.6 % YoY, 0.0 % MoM). Lag ≈ 2–4 weeks; © Hearst, no reuse licence, no regional split, PDF only. Aug and Sep 2026 fall inside the panel window.24- **AutoTrader.ca Price Index** (`https://www.autotrader.ca/consumer/price-index/`). **Quarterly** since 2021 (monthly only in 2020); latest **Q2 2026 (published 2026-07-14)**: used average $36,690 (−2.6 % YoY), used sales −2.5 % YoY (DesRosiers/Dealertrack), used **days' supply 44 (vs 41)**, used inventory by segment; p. 11 "Average price by region (used)" gives **Quebec June 2025 $35,746 → June 2026 ≈ $35.7–35.9k (≈ 0.1 % YoY; column pairing ambiguous in text extraction, read the PDF)**. Make/age-adjusted listing prices. **Q3 2026 not yet published** (not verified). PDF only, © TRADER. French/Quebec edition **AutoHebdo Indice des prix**: latest found **Q4 2025** (`https://go.trader.ca/wp-content/uploads/2026/02/Price-Index-Q4-2025FR.pdf`); no 2026 French edition found.25- **Cox Automotive / Manheim**: Manheim Used Vehicle Value Index is **US only** (Sep 2026 = 205.9). **No Canadian Manheim/Cox index found.** Canadian wholesale alternatives: CBB (above) and **OPENLANE Canada "Vehicle Value Index"** (`https://www.openlane.ca/en/vehicle-value-index/`, narrative commentary, latest text references March 2026, "mid-150s"; monthly PDF commentaries e.g. `.../Commentary-January-2026.docx.pdf`; no data file; **no 2026-Q3 commentary found**).26- **CARFAX Canada Used Vehicle Market Insights** (`https://www.carfax.ca/media/...`, site returns 403 to automated fetch — **content could not be verified directly**; secondary coverage: autosphere.ca 2026-06-15, repairerdrivennews.com 2026-08-21). Monthly-ish press releases: national average **listing** price (~$31.0–31.5k, Jun 2026 $31,487), **used transactions** (Jun 2026 = 277,361, −2.9 % YoY), inventory (+15.5 % MoM, +2.5 % YoY), damage share. No Quebec split found; **no Sep/Oct 2026 edition found**.27- **Clutch used-car pricing report** (`https://clutch.ca/blog/posts/clutch-used-car-pricing-report-aug-2026`, published 2026-09-28). Monthly; Clutch retail sales (MY 2016+, <200k km): national $33,752 (−0.5 % YoY), **Quebec $30,097 (+1.9 % YoY; same model/age −1.7 %)** for **Aug 2026**. No Sep/Oct 2026 posts linked yet; no download; one retailer's own sales, not a market index.28- **Kijiji Autos / CarGurus Canada**: no 2026 index or report found (**could not verify** any current series). **DesRosiers** (desrosiers.ca): paid (DAR twice-monthly, AutoWatch monthly, CUVAFY used-vehicle yearbook with CBB); no public used-vehicle series. **J.D. Power Canada / PIN**: paid; it is the CPI vendor (above).2930## 4. Macro / event timing3132- **Bank of Canada**: 2026 fixed announcement dates verified: Jan 28, Mar 18, Apr 29, Jun 10, Jul 15, **Sep 2**, **Oct 28**, Dec 9. Valet V39079: 2.25 % throughout Aug–Oct 28 (Sep 2 = hold), **raised to 2.50 % effective 2026-10-29** (Oct 28 decision). `https://www.bankofcanada.ca/valet/observations/V39079/json` (daily, open).33- **Gasoline, weekly (inside window)**: (i) **NRCan "Weekly Average Retail Prices for Regular Gasoline"** `https://www2.nrcan.gc.ca/eneene/sources/pripri/prices_bycity_e.cfm?productID=1&locationID=28&frequency=W&priceYear=2026` — Montréal (28), Québec (29), Gatineau (98), Sherbrooke (30), Trois-Rivières (79); week ending Tue; latest **2026-11-03 = 187.0 ¢/L** (Oct 27 185.0; Oct 20 192.3; Oct 13 198.6; Oct 6 198.0; Sep 29 196.6); XLS export; published within days. (ii) **Régie de l'énergie du Québec**: the `/fr/consommateurs/prix-de-lessence` URL is 404; live pages are `https://www.regie-energie.qc.ca/fr/prix-produits-petroliers` (dynamic weekly table, daily + weekly averages by region/MRC/Montréal sectors, back to Jan 2023, "Exporter les données" button, format unverified) and daily/weekly PDFs: `.../releve-quotidien/rqe.pdf` (daily posted prices by MRC, overwritten daily) and `.../Bulletin/bulletin.pdf` (weekly, 17 regions + Quebec weighted average; week of 2026-10-26: Montréal 188.9, Québec weighted 184.5 ¢/L). Historical tables page lists only rack-price PDFs. No open licence stated (© Gouvernement du Québec).3435## 5. Google Trends36`https://trends.google.com/trends/explore?geo=CA-QC&q=...` returns HTTP 429 to scripts; no official API (pytrends is unofficial). Weekly values exist for windows ≥ 90 days but are **sampled, normalised 0–100 per query, re-sampled on each pull, relative** — a qualitative demand proxy only (average repeated draws; bilingual terms such as "auto usagée", "used car", "Kijiji autos").3738## 6. Open transaction-price datasets39**None found** for Canada (Kaggle/Zenodo/Dataverse/academic searches): only commercial scrapers (Apify actors), a 233-row Reddit sample (June 2026, unverified licence) and UK/German/US sets. Transaction prices exist only behind J.D. Power PIN / CBB (paid).4041## Within-sample (weekly) feasibility, honestly4243Panel = 2026-08-12 → 2026-11-01 (≈ 11.6 weeks). Series that are **weekly or finer AND already published for Aug–Oct 2026**: only **gasoline prices** (NRCan weekly, Régie daily/weekly) and the **BoC policy rate** (daily; two events, Sep 2 hold, Oct 28 hike). Google Trends is the only weekly *demand* proxy, with the caveats above. Everything about the *used-car market itself* is monthly or quarterly and lagged: CBB (monthly, through Sep → 2 of 3 panel months, no Quebec), CPI used-vehicle index (monthly, Canada only, through Sep, itself lagged one month in its inputs), Clutch (monthly, Quebec figure, through Aug only), CARFAX (national, through Jun), AutoTrader (quarterly, Q2 only; Q3 pending). Official Quebec volume measures (NMVS units, retail 441, LFS) are monthly, cover only Aug (Sep arrives Nov 16–20; Oct in December). **A contemporaneous weekly validation of the liquidity index is therefore not possible with external data; the feasible design is (a) composition benchmarking against the SAAQ 2022 fleet file, AutoTrader Q2 2026 regional prices and Clutch Aug 2026 Quebec prices, and (b) monthly aggregation of the index compared with CBB Sep/Aug and CPI-used Sep/Aug (2–3 points, descriptive only), with Sep/Oct official Quebec series added after 2026-11-20.**4445## Summary table4647| Source | Publisher | ID / URL | Geo | Freq | Latest (2026-11-01) | Lag | Licence | Machine-readable | Variable | Weekly & in-window? |48|---|---|---|---|---|---|---|---|---|---|---|49| New motor vehicle sales | StatCan | 20-10-0085-01 (v1617815620) | QC | M | Aug 2026 (rel. Oct 15) | ~6–7 wk | Open Licence | CSV zip / WDS | new units, $ | No |50| New vehicle registrations | StatCan | 20-10-0025-01 | QC → municipality | Q | 2026-Q2 (rel. Sep 8) | ~10 wk | Open | CSV/WDS | new regs | No |51| CPI used passenger vehicles | StatCan | 18-10-0004-01 m.372, v1374568107 | **Canada only** | M | Sep 2026 (rel. Oct 19) | ~3 wk (+1 mo data lag) | Open | CSV/WDS | hedonic used price index (J.D. Power) | No |52| Retail sales NAICS 441 | StatCan | 20-10-0056-01, v1446859668 | QC, Mtl CMA | M | Aug 2026 (rel. Oct 23) | ~7 wk | Open | CSV/WDS | dealer sales $ | No |53| Vehicle registrations stock | StatCan | 23-10-0308-01 | QC | A | 2025 | ~9 mo | Open | CSV/WDS | fleet stock | No |54| LFS employment | StatCan | 14-10-0287-01, v2063754 | QC | M | Sep 2026 (Oct 2026 on Nov 6) | ~1 wk | Open | CSV/WDS | employment, unemp. rate | No |55| Gasoline monthly | StatCan | 18-10-0001-01, v735096 | Mtl, Qc City | M | Sep 2026 | ~3 wk | Open | CSV/WDS | ¢/L | No |56| Gasoline weekly | NRCan | prices_bycity_e.cfm locationID 28/29 | Mtl, Qc, Gat., Sherb., T-R | W | week ending 2026-11-03 | days | GoC terms | XLS | ¢/L | **Yes** |57| Gasoline daily/weekly | Régie de l'énergie | rqe.pdf, bulletin.pdf, prix-produits-petroliers | 17 regions, MRC | D/W | week of 2026-10-26 | days | © Gouv. QC | PDF; web export (unverified) | ¢/L posted | **Yes** |58| Véhicules en circulation | SAAQ via DQ | vehicules-en-circulation | QC, région, MRC | A | 2022 | >1 yr | CC-BY 4.0 | CSV (905 MB) | fleet composition | No (composition only) |59| Ownership transfers | SAAQ | none found | — | — | — | — | — | — | — | No |60| Used Vehicle Retention Index | Canadian Black Book | black-book-index/ PDF | Canada | M | Sep 2026 (127.5) | ~2–4 wk | © Hearst | PDF only | wholesale retention % | No (monthly, Aug–Sep in window) |61| Price Index | AutoTrader.ca / AutoHebdo | consumer/price-index/ PDF | Canada + regions (QC) | Q | Q2 2026 (Jul 14) | ~2 wk | © TRADER | PDF only | listing prices, days' supply | No |62| Vehicle Value Index | OPENLANE Canada | openlane.ca/en/vehicle-value-index/ | Canada | M (narrative) | ~Mar 2026 text | ? | © | none | wholesale index | No |63| Used Vehicle Market Insights | CARFAX Canada | carfax.ca/media (403) | Canada | ~M | Jun 2026 | ~2 mo | © | none | listing price, transactions, inventory | No |64| Pricing report | Clutch | clutch.ca/blog | Canada + QC | M | Aug 2026 (Sep 28) | ~4 wk | © | none | retail sold prices | No |65| Manheim UVVI | Cox Automotive | US only | US | M | Sep 2026 | — | © | — | — | n/a |66| DesRosiers, J.D. Power PIN, Kijiji, CarGurus | various | paid / none found | — | — | — | — | — | — | — | No |67| Policy rate | Bank of Canada | Valet V39079 | Canada | D | 2026-10-29 (2.50 %) | 0 | BoC terms | JSON API | rate; events Sep 2, Oct 28 | **Yes** |68| Google Trends | Google | trends.google.com (429 scripted) | CA-QC | W | current | 0 | Google ToS | unofficial only | relative search interest | Yes, with caveats |69