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Phase 2–3: ingestion, cleaning, siblings, matching, audits launched, preregistration frozen

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Simon-Pierre Boucher committed (Nov 1, 2026) parent 70dce80 Browse files

63 changed files +20,001 −0

63 changed files
Load all 63 files Unified Split
added Makefile +45 −0
@@ -0,0 +1,45 @@
1 +# WP38 — reproducible pipeline (run from the project root; requires the authorised snapshot in data/raw/, see data/raw/README.md)
2 +PY := .venv/bin/python
3 +.PHONY: all env ingest clean match validate external features models robust tables figures paper test lit
4 +
5 +all: ingest clean match validate features models robust tables figures paper
6 +
7 +env:
8 + uv venv --python 3.12 .venv && uv pip install --python $(PY) -e .
9 +
10 +ingest:
11 + $(PY) -m src.ingest.load_snapshot
12 +
13 +external: # re-download public covariates and geography (manifest in data/external/)
14 + $(PY) -m src.ingest.external
15 +
16 +clean:
17 + $(PY) -m src.clean.listings && $(PY) -m src.clean.siblings && $(PY) -m src.clean.listings && $(PY) -m src.clean.stores && $(PY) -m src.reports.data_dictionary
18 +
19 +match:
20 + $(PY) -m src.features.match_products
21 +
22 +validate: # LLM annotations need OPENAI_API_KEY / ANTHROPIC_API_KEY in .env; labels are kept in data/processed/*.csv (never overwritten)
23 + $(PY) -m src.validation.category_audit report && $(PY) -m src.validation.match_validation report && $(PY) -m src.reports.phase2_audit
24 +
25 +features:
26 + $(PY) -m src.features.region_category && $(PY) -m src.features.diversity
27 +
28 +models:
29 + $(PY) -m src.models.h1_raa && $(PY) -m src.models.h2_scale && $(PY) -m src.models.h3_longtail && $(PY) -m src.models.h4_dynamics \
30 + && $(PY) -m src.models.h5_hedonic && $(PY) -m src.models.h7_complexity && $(PY) -m src.models.qdaci
31 +
32 +robust:
33 + $(PY) -m src.validation.robustness && $(PY) -m src.validation.external_validation
34 +
35 +tables figures:
36 + $(PY) -m src.reports.make_tables && $(PY) -m src.reports.make_figures
37 +
38 +paper:
39 + cd paper && latexmk -pdf -interaction=nonstopmode main.tex
40 +
41 +test:
42 + $(PY) -m pytest -q
43 +
44 +lit:
45 + $(PY) -m src.literature.verify_refs && $(PY) -m src.literature.make_bib
added experiments/matching.json +36 −0
@@ -0,0 +1,36 @@
1 +{
2 + "universe_listings": 359612,
3 + "universe_stores": 1487,
4 + "with_sku": 260406,
5 + "with_brand": 274901,
6 + "pairs_by_tier": {
7 + "D": 2713,
8 + "A": 1837,
9 + "B": 457,
10 + "C": 446
11 + },
12 + "pairs_comparable_by_tier": {
13 + "D": 1804,
14 + "A": 1683,
15 + "B": 381,
16 + "C": 324
17 + },
18 + "median_abs_log_gap_by_tier": {
19 + "A": 0.0007,
20 + "B": 0.0011,
21 + "C": 0.0077,
22 + "D": 0.2585
23 + },
24 + "share_zero_gap_by_tier": {
25 + "A": 0.4306,
26 + "B": 0.4398,
27 + "C": 0.4193,
28 + "D": 0.0844
29 + },
30 + "groups_AC": 2247,
31 + "groups_AC_multi_store": 2247,
32 + "listings_in_groups": 4832,
33 + "stores_in_groups": 209,
34 + "groups_size_gt_10": 0,
35 + "regions_pairs": null
36 +}
\ No newline at end of file
added experiments/sample_flow.json +64 −0
@@ -0,0 +1,64 @@
1 +{
2 + "flow": [
3 + [
4 + "DB product rows (all statuses, all stores)",
5 + 465388
6 + ],
7 + [
8 + "active = 1 and listing_status = 'published'",
9 + 390108
10 + ],
11 + [
12 + "… of an enabled store with >= 1 published listing",
13 + 390108
14 + ],
15 + [
16 + "… excluding store_kind = hors_mission",
17 + 390074
18 + ],
19 + [
20 + "… keeping one representative per (store, normalised title) and non-empty title",
21 + 370828
22 + ],
23 + [
24 + "… excluding mirror domains of the same business (sibling stores, non-representative) [ASSORTMENT SAMPLE]",
25 + 370054
26 + ],
27 + [
28 + "… and CAD-priced store/listing",
29 + 369325
30 + ],
31 + [
32 + "… and a positive listed price <= 50 000 CAD, not on request [PRICE SAMPLE]",
33 + 359612
34 + ]
35 + ],
36 + "assortment_sample": {
37 + "listings": 370054,
38 + "stores": 1557,
39 + "categories": 20,
40 + "dup_in_store_listings_removed": 19245,
41 + "share_autre": 0.1113,
42 + "available_0_share": 0.1307,
43 + "on_sale_share": 0.087,
44 + "has_variants_share": 0.2782,
45 + "sku_share": 0.7667,
46 + "vendor_share": 0.7558
47 + },
48 + "price_exclusions": {
49 + "non_cad_listing_or_store": 729,
50 + "price_missing_or_on_request": 9635,
51 + "price_zero": 0,
52 + "price_gt_cap": 78
53 + },
54 + "price_quantiles_cad": {
55 + "0.001": 0.26,
56 + "0.01": 1.5,
57 + "0.1": 5.99,
58 + "0.5": 24.99,
59 + "0.9": 274.56,
60 + "0.99": 3700.0,
61 + "0.999": 18500.0
62 + },
63 + "top10_stores_share_of_assortment": 0.3713
64 +}
\ No newline at end of file
added experiments/sibling_pairs.csv +15 −0
@@ -0,0 +1,15 @@
1 +a,b,reason,overlap
2 +aufindelice.com,aufindelice.ca,domain_stem,
3 +greenbeaver.com,votregreenbeaver.com,domain_stem,
4 +en.horacejewelry.com,horacejewelry.com,domain_stem,
5 +en.meemoza.ca,meemoza.ca,domain_stem,
6 +trisamare.ca,trisamare.com,domain_stem,
7 +vinaigreriemcduff.ca,vinaigreriemcduff.com,domain_stem,
8 +centacres.ca,sucreriesdl.ca,title_overlap,1.0
9 +cafewilliam.com,cafewilliamspartivento.com,title_overlap,1.0
10 +aufindelice.ca,aufindelice.com,title_overlap,1.0
11 +erablieremont-rouge.ca,potagermont-rouge.ca,title_overlap,1.0
12 +erablesdupatrimoinetheberge.com,tracemaple.com,title_overlap,1.0
13 +en.meemoza.ca,meemoza.ca,title_overlap,1.0
14 +lasultana.net,orera.ca,title_overlap,1.0
15 +greenbeaver.com,votregreenbeaver.com,title_overlap,1.0
added experiments/siblings.json +56 −0
@@ -0,0 +1,56 @@
1 +{
2 + "sibling_groups": 11,
3 + "stores_in_groups": 22,
4 + "non_rep_stores": 11,
5 + "non_rep_listings": 774,
6 + "reasons": {
7 + "title_overlap": 8,
8 + "domain_stem": 6
9 + },
10 + "largest_groups": [
11 + [
12 + "potagermont-rouge.ca",
13 + "erablieremont-rouge.ca"
14 + ],
15 + [
16 + "vinaigreriemcduff.com",
17 + "vinaigreriemcduff.ca"
18 + ],
19 + [
20 + "cafewilliam.com",
21 + "cafewilliamspartivento.com"
22 + ],
23 + [
24 + "centacres.ca",
25 + "sucreriesdl.ca"
26 + ],
27 + [
28 + "aufindelice.ca",
29 + "aufindelice.com"
30 + ],
31 + [
32 + "en.horacejewelry.com",
33 + "horacejewelry.com"
34 + ],
35 + [
36 + "en.meemoza.ca",
37 + "meemoza.ca"
38 + ],
39 + [
40 + "erablesdupatrimoinetheberge.com",
41 + "tracemaple.com"
42 + ],
43 + [
44 + "greenbeaver.com",
45 + "votregreenbeaver.com"
46 + ],
47 + [
48 + "lasultana.net",
49 + "orera.ca"
50 + ],
51 + [
52 + "trisamare.ca",
53 + "trisamare.com"
54 + ]
55 + ]
56 +}
\ No newline at end of file
added experiments/store_master.json +33 −0
@@ -0,0 +1,33 @@
1 +{
2 + "live_stores": 1569,
3 + "regions_layer": null,
4 + "region_source": {
5 + "db": 1223,
6 + "unknown": 346
7 + },
8 + "region_conflicts": 0,
9 + "unknown_region_listings": 153193,
10 + "phone_shared_stores": 250,
11 + "certified_stores": 718,
12 + "region_final_counts": {
13 + "Inconnue": 346,
14 + "Montréal": 211,
15 + "Montérégie": 164,
16 + "Estrie": 145,
17 + "Capitale-Nationale": 107,
18 + "Saguenay–Lac-Saint-Jean": 98,
19 + "Chaudière-Appalaches": 93,
20 + "Laurentides": 91,
21 + "Centre-du-Québec": 61,
22 + "Lanaudière": 59,
23 + "Bas-Saint-Laurent": 39,
24 + "Outaouais": 37,
25 + "Mauricie": 29,
26 + "Gaspésie–Îles-de-la-Madeleine": 28,
27 + "Laval": 22,
28 + "Abitibi-Témiscamingue": 21,
29 + "Côte-Nord": 15,
30 + "Nord-du-Québec": 3
31 + },
32 + "agreement_db_vs_pip": null
33 +}
\ No newline at end of file
added literature/LOG.md +5 −0
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1 +- 2026-11-01T12:52:31 verify_refs.py: 129 seeds, 129 Crossref HTTP calls (rest served from crossref_cache/), 121 verified, 8 unverified
2 +- 2026-11-01T12:53:58 verify_refs.py: 129 seeds, 2 Crossref HTTP calls (rest served from crossref_cache/), 125 verified, 4 unverified
3 +- 2026-11-01T12:54:30 verify_refs.py: 129 seeds, 2 Crossref HTTP calls (rest served from crossref_cache/), 123 verified, 6 unverified
4 +- 2026-11-01T12:54:58 verify_refs.py: 129 seeds, 0 Crossref HTTP calls (rest served from crossref_cache/), 125 verified, 4 unverified
5 +- 2026-11-01T12:56:40 verify_refs.py: 129 seeds, 0 Crossref HTTP calls (rest served from crossref_cache/), 125 verified, 4 unverified
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