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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
@@ -0,0 +1,5 @@
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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