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Classifier labels (A-002), final runs under both labellings, manuscript draft complete

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Simon-Pierre Boucher committed (Nov 1, 2026) parent 24803a7 Browse files

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added README.md +57 −0
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1+<!-- Author: Simon-Pierre Boucher — simon-pierre.boucher@uqo.ca -->
2+# 🗺️ The Economic Geography of Digital Production
3+
4+**UQO Working Paper No. 38** — *Product Diversity, Regional Specialization, and the Hidden Structure of Quebec's Online Economy*
5+
6+[![Paper](https://img.shields.io/badge/paper-PDF-b31b1b?logo=latex&logoColor=white)](paper/main.pdf)
7+[![Python](https://img.shields.io/badge/python-3.12-3776AB?logo=python&logoColor=white)](pyproject.toml)
8+[![Data](https://img.shields.io/badge/data-390%20108%20listings%20·%201%20569%20stores%20·%2017%20regions-4051b5)](data/raw/README.md)
9+[![Reproducible](https://img.shields.io/badge/reproducible-make%20all-2e7d32)](Makefile)
10+[![Preregistered](https://img.shields.io/badge/preregistered-frozen%202026--11--01-6f42c1)](research/preregistration.md)
11+[![Institution](https://img.shields.io/badge/UQO-D%C3%A9pt.%20des%20sciences%20administratives-16365c)](https://uqo.ca)
12+
13+> **TL;DR** — A read-only snapshot (1 Nov 2026) of Fabri-Ka, an aggregator of Quebec online stores, gives 370 054 cleaned listings from 1 557 merchants in 17 administrative regions. Regional specialization is real at the level of *which merchants* sell online (merchant-equal Cramér's V 0.107 vs a store-reshuffle null of 0.075, p < 0.001) but vanishes once listing volumes are counted (trimmed-listing p = 0.46): a region's catalogue is mostly its largest merchants. Catalogue sizes are extremely skewed (Gini 0.85; top 10 % of stores hold 79 % of listings). Rarefied diversity is unrelated to regional population (ρ = −0.20, CI [−0.62; 0.34], n = 16). Matched products (precision 0.90–0.92) differ across merchants by a median 4.7 log points; region effects are jointly significant (wild-cluster-bootstrap p = 0.005) and resellers post lower prices than producers (p = 0.001). The ECI-type complexity indicator fails bootstrap validation at 17 × 20 and is withheld; the QDACI is published as components only. H6 (local-origin premium) is untestable at product level. Results are reported under the platform's rule-based category labels (46 % audited precision) and under a validated classifier (Amendment A-002).
14+
15+---
16+
17+## 📌 Status
18+
19+| Item | Value |
20+|---|---|
21+| Version | 1.0 (November 2026) |
22+| Snapshot | `fabrika.db` backup 2026-11-01T17:38:30Z, sha256 `8d963ba9…98fb`, commit `689c7bb` |
23+| Preregistration | `research/preregistration.md` (sha256 `b7cd3f17…`), amendments A-001, A-002 in `research/decisions.md` |
24+| SSRN / journal | not yet submitted |
25+
26+## 🗂 Repository layout
27+```
28+CLAUDE.md mandate (verbatim)
29+config/settings.yaml paths, seed 20261101, snapshot identity, regions
30+research/ preregistration (frozen), decision log + amendments
31+reports/ 00_source_audit, phase2_data_audit, sample_flow, data_dictionary, model_inventory,
32+ hypothesis_registry_{rule,model}, limitations, referee_1/2/3, referee_responses, reproducibility
33+literature/ seed references, Crossref-verified metadata (142/143), evidence matrix, review notes, references.bib
34+data/raw/ snapshot (not committed; provenance in README.md) · data/external/ public covariates + manifest
35+data/interim/, data/processed{,_model}/ parquet/csv intermediates per category labelling (not committed)
36+src/ingest src/clean src/features src/models src/validation src/reports src/literature src/audit
37+experiments{,_model}/ JSON summary of every step; hypothesis registry
38+paper/ main.tex, sections/, tables{,_model}/, figures{,_model}/, references.bib, main.pdf
39+tests/ pytest invariants of the cleaned panel
40+logs/ run ledger (jsonl, every API call with usage), output manifest (sha256), pipeline log
41+```
42+
43+## ▶️ Reproduce
44+```
45+make env # uv venv (Python 3.12) + pinned deps
46+make ingest clean match validate # snapshot → parquet → samples → matching → audits (LLM labels are cached CSVs)
47+make features models robust tables figures paper # rule labelling (preregistered)
48+WP38_LABEL=model make features models robust tables figures # classifier labelling (A-002)
49+make test
50+```
51+Access requirements: the authorised snapshot in `data/raw/fabrika-snapshot-20261101/` (owner export; not redistributed) and, only to regenerate annotations, `OPENAI_API_KEY` / `ANTHROPIC_API_KEY` in `.env`. External covariates re-download with `make external` from the URLs in `data/external/manifest.json`.
52+
53+## ✅ Hypotheses — final status
54+See `reports/hypothesis_registry_rule.md` and `reports/hypothesis_registry_model.md` (generated).
55+
56+## ⚠️ What this is not
57+Listings are posted offers of merchants located in a region; they are not sales, employment, output or product origin. The indicators describe observed online catalogues.
added data/processed_model/category_mix_by_platform.csv +5 −0
@@ -0,0 +1,5 @@
1+platform,alcool,animaux,art,autre,bijoux,boissons,boulangerie,cafe_the,chocolat,enfants,epicerie,erable,fromage_laitier,industriel,jardin,maison,mode,plein_air,sante_beaute,viande_poisson
2+other,0.023,0.015,0.066,0.016,0.082,0.014,0.016,0.035,0.02,0.014,0.184,0.061,0.002,0.065,0.049,0.103,0.1,0.004,0.102,0.029
3+shopify,0.026,0.014,0.071,0.014,0.08,0.024,0.015,0.055,0.034,0.042,0.153,0.046,0.003,0.019,0.017,0.119,0.119,0.009,0.124,0.018
4+wix,0.041,0.002,0.206,0.119,0.031,0.008,0.011,0.009,0.02,0.007,0.177,0.051,0.007,0.006,0.057,0.056,0.058,0.002,0.093,0.039
5+woocommerce,0.067,0.008,0.081,0.025,0.018,0.016,0.021,0.026,0.033,0.012,0.23,0.072,0.011,0.05,0.035,0.082,0.08,0.011,0.072,0.051
added data/processed_model/category_proximity.csv +21 −0
@@ -0,0 +1,21 @@
1+category,alcool,animaux,art,autre,bijoux,boissons,boulangerie,cafe_the,chocolat,enfants,epicerie,erable,fromage_laitier,industriel,jardin,maison,mode,plein_air,sante_beaute,viande_poisson
2+alcool,0.0,0.19158878504672897,0.6041666666666666,0.325,0.19583333333333333,0.48502994011976047,0.24210526315789474,0.325,0.3416666666666667,0.275,0.7083333333333334,0.4083333333333333,0.391304347826087,0.2875,0.2916666666666667,0.6375,0.5166666666666667,0.17777777777777778,0.4125,0.26666666666666666
3+animaux,0.19158878504672897,0.0,0.719626168224299,0.5,0.37383177570093457,0.17964071856287425,0.23684210526315788,0.2570093457943925,0.29439252336448596,0.5607476635514018,0.6261682242990654,0.27102803738317754,0.2717391304347826,0.4672897196261682,0.4205607476635514,0.7523364485981309,0.6261682242990654,0.3611111111111111,0.6401869158878505,0.32242990654205606
4+art,0.6041666666666666,0.719626168224299,0.0,0.6484375,0.71280276816609,0.562874251497006,0.5631578947368421,0.4937106918238994,0.48502994011976047,0.7559523809523809,0.5414364640883977,0.44126074498567336,0.5652173913043478,0.6991643454038997,0.6875,0.6906077348066298,0.644122383252818,0.7055555555555556,0.555735056542811,0.5185185185185185
5+autre,0.325,0.5,0.6484375,0.0,0.4186851211072664,0.3652694610778443,0.3105263157894737,0.3081761006289308,0.2844311377245509,0.4107142857142857,0.5182291666666666,0.2148997134670487,0.391304347826087,0.5013927576601671,0.4,0.703125,0.5703125,0.46111111111111114,0.5572916666666666,0.32098765432098764
6+bijoux,0.19583333333333333,0.37383177570093457,0.71280276816609,0.4186851211072664,0.0,0.18562874251497005,0.22105263157894736,0.21453287197231835,0.22145328719723184,0.45674740484429066,0.42560553633217996,0.18339100346020762,0.22826086956521738,0.42560553633217996,0.32525951557093424,0.7335640138408305,0.6643598615916955,0.3611111111111111,0.5294117647058824,0.205761316872428
7+boissons,0.48502994011976047,0.17964071856287425,0.562874251497006,0.3652694610778443,0.18562874251497005,0.0,0.24550898203592814,0.5508982035928144,0.4431137724550898,0.2694610778443114,0.8143712574850299,0.46107784431137727,0.32608695652173914,0.31736526946107785,0.30538922155688625,0.6646706586826348,0.49101796407185627,0.17365269461077845,0.562874251497006,0.25748502994011974
8+boulangerie,0.24210526315789474,0.23684210526315788,0.5631578947368421,0.3105263157894737,0.22105263157894736,0.24550898203592814,0.0,0.4,0.6368421052631579,0.29473684210526313,0.9105263157894737,0.4473684210526316,0.4782608695652174,0.22631578947368422,0.35789473684210527,0.6368421052631579,0.35789473684210527,0.14444444444444443,0.48947368421052634,0.4263157894736842
9+cafe_the,0.325,0.2570093457943925,0.4937106918238994,0.3081761006289308,0.21453287197231835,0.5508982035928144,0.4,0.0,0.46540880503144655,0.2610062893081761,0.7861635220125787,0.34276729559748426,0.42391304347826086,0.2672955974842767,0.330188679245283,0.7044025157232704,0.48427672955974843,0.23333333333333334,0.610062893081761,0.26337448559670784
10+chocolat,0.3416666666666667,0.29439252336448596,0.48502994011976047,0.2844311377245509,0.22145328719723184,0.4431137724550898,0.6368421052631579,0.46540880503144655,0.0,0.25149700598802394,0.8592814371257484,0.48502994011976047,0.5978260869565217,0.23652694610778444,0.321875,0.6497005988023952,0.4251497005988024,0.23333333333333334,0.5419161676646707,0.31275720164609055
11+enfants,0.275,0.5607476635514018,0.7559523809523809,0.4107142857142857,0.45674740484429066,0.2694610778443114,0.29473684210526313,0.2610062893081761,0.25149700598802394,0.0,0.5297619047619048,0.19642857142857142,0.29347826086956524,0.39285714285714285,0.325,0.7678571428571429,0.7172619047619048,0.5166666666666667,0.5535714285714286,0.26337448559670784
12+epicerie,0.7083333333333334,0.6261682242990654,0.5414364640883977,0.5182291666666666,0.42560553633217996,0.8143712574850299,0.9105263157894737,0.7861635220125787,0.8592814371257484,0.5297619047619048,0.0,0.833810888252149,0.9347826086956522,0.5013927576601671,0.734375,0.5669586983729662,0.5201288244766505,0.5222222222222223,0.6348949919224556,0.9012345679012346
13+erable,0.4083333333333333,0.27102803738317754,0.44126074498567336,0.2148997134670487,0.18339100346020762,0.46107784431137727,0.4473684210526316,0.34276729559748426,0.48502994011976047,0.19642857142857142,0.833810888252149,0.0,0.5,0.2349570200573066,0.30625,0.5845272206303725,0.3553008595988539,0.2,0.4899713467048711,0.39094650205761317
14+fromage_laitier,0.391304347826087,0.2717391304347826,0.5652173913043478,0.391304347826087,0.22826086956521738,0.32608695652173914,0.4782608695652174,0.42391304347826086,0.5978260869565217,0.29347826086956524,0.9347826086956522,0.5,0.0,0.32608695652173914,0.3804347826086957,0.6413043478260869,0.42391304347826086,0.16304347826086957,0.5760869565217391,0.5869565217391305
15+industriel,0.2875,0.4672897196261682,0.6991643454038997,0.5013927576601671,0.42560553633217996,0.31736526946107785,0.22631578947368422,0.2672955974842767,0.23652694610778444,0.39285714285714285,0.5013927576601671,0.2349570200573066,0.32608695652173914,0.0,0.39375,0.7883008356545961,0.6183844011142061,0.6944444444444444,0.5515320334261838,0.26337448559670784
16+jardin,0.2916666666666667,0.4205607476635514,0.6875,0.4,0.32525951557093424,0.30538922155688625,0.35789473684210527,0.330188679245283,0.321875,0.325,0.734375,0.30625,0.3804347826086957,0.39375,0.0,0.684375,0.509375,0.3888888888888889,0.665625,0.30864197530864196
17+maison,0.6375,0.7523364485981309,0.6906077348066298,0.703125,0.7335640138408305,0.6646706586826348,0.6368421052631579,0.7044025157232704,0.6497005988023952,0.7678571428571429,0.5669586983729662,0.5845272206303725,0.6413043478260869,0.7883008356545961,0.684375,0.0,0.7101449275362319,0.7833333333333333,0.7108239095315024,0.6131687242798354
18+mode,0.5166666666666667,0.6261682242990654,0.644122383252818,0.5703125,0.6643598615916955,0.49101796407185627,0.35789473684210527,0.48427672955974843,0.4251497005988024,0.7172619047619048,0.5201288244766505,0.3553008595988539,0.42391304347826086,0.6183844011142061,0.509375,0.7101449275362319,0.0,0.6888888888888889,0.5072697899838449,0.35802469135802467
19+plein_air,0.17777777777777778,0.3611111111111111,0.7055555555555556,0.46111111111111114,0.3611111111111111,0.17365269461077845,0.14444444444444443,0.23333333333333334,0.23333333333333334,0.5166666666666667,0.5222222222222223,0.2,0.16304347826086957,0.6944444444444444,0.3888888888888889,0.7833333333333333,0.6888888888888889,0.0,0.6055555555555555,0.17222222222222222
20+sante_beaute,0.4125,0.6401869158878505,0.555735056542811,0.5572916666666666,0.5294117647058824,0.562874251497006,0.48947368421052634,0.610062893081761,0.5419161676646707,0.5535714285714286,0.6348949919224556,0.4899713467048711,0.5760869565217391,0.5515320334261838,0.665625,0.7108239095315024,0.5072697899838449,0.6055555555555555,0.0,0.41975308641975306
21+viande_poisson,0.26666666666666666,0.32242990654205606,0.5185185185185185,0.32098765432098764,0.205761316872428,0.25748502994011974,0.4263157894736842,0.26337448559670784,0.31275720164609055,0.26337448559670784,0.9012345679012346,0.39094650205761317,0.5869565217391305,0.26337448559670784,0.30864197530864196,0.6131687242798354,0.35802469135802467,0.17222222222222222,0.41975308641975306,0.0
added data/processed_model/category_proximity_edges.txt +190 −0
@@ -0,0 +1,190 @@
1+alcool animaux 0.19158878504672897
2+alcool art 0.6041666666666666
3+alcool autre 0.325
4+alcool bijoux 0.19583333333333333
5+alcool boissons 0.48502994011976047
6+alcool boulangerie 0.24210526315789474
7+alcool cafe_the 0.325
8+alcool chocolat 0.3416666666666667
9+alcool enfants 0.275
10+alcool epicerie 0.7083333333333334
11+alcool erable 0.4083333333333333
12+alcool fromage_laitier 0.391304347826087
13+alcool industriel 0.2875
14+alcool jardin 0.2916666666666667
15+alcool maison 0.6375
16+alcool mode 0.5166666666666667
17+alcool plein_air 0.17777777777777778
18+alcool sante_beaute 0.4125
19+alcool viande_poisson 0.26666666666666666
20+animaux art 0.719626168224299
21+animaux autre 0.5
22+animaux bijoux 0.37383177570093457
23+animaux boissons 0.17964071856287425
24+animaux boulangerie 0.23684210526315788
25+animaux cafe_the 0.2570093457943925
26+animaux chocolat 0.29439252336448596
27+animaux enfants 0.5607476635514018
28+animaux epicerie 0.6261682242990654
29+animaux erable 0.27102803738317754
30+animaux fromage_laitier 0.2717391304347826
31+animaux industriel 0.4672897196261682
32+animaux jardin 0.4205607476635514
33+animaux maison 0.7523364485981309
34+animaux mode 0.6261682242990654
35+animaux plein_air 0.3611111111111111
36+animaux sante_beaute 0.6401869158878505
37+animaux viande_poisson 0.32242990654205606
38+art autre 0.6484375
39+art bijoux 0.71280276816609
40+art boissons 0.562874251497006
41+art boulangerie 0.5631578947368421
42+art cafe_the 0.4937106918238994
43+art chocolat 0.48502994011976047
44+art enfants 0.7559523809523809
45+art epicerie 0.5414364640883977
46+art erable 0.44126074498567336
47+art fromage_laitier 0.5652173913043478
48+art industriel 0.6991643454038997
49+art jardin 0.6875
50+art maison 0.6906077348066298
51+art mode 0.644122383252818
52+art plein_air 0.7055555555555556
53+art sante_beaute 0.555735056542811
54+art viande_poisson 0.5185185185185185
55+autre bijoux 0.4186851211072664
56+autre boissons 0.3652694610778443
57+autre boulangerie 0.3105263157894737
58+autre cafe_the 0.3081761006289308
59+autre chocolat 0.2844311377245509
60+autre enfants 0.4107142857142857
61+autre epicerie 0.5182291666666666
62+autre erable 0.2148997134670487
63+autre fromage_laitier 0.391304347826087
64+autre industriel 0.5013927576601671
65+autre jardin 0.4
66+autre maison 0.703125
67+autre mode 0.5703125
68+autre plein_air 0.46111111111111114
69+autre sante_beaute 0.5572916666666666
70+autre viande_poisson 0.32098765432098764
71+bijoux boissons 0.18562874251497005
72+bijoux boulangerie 0.22105263157894736
73+bijoux cafe_the 0.21453287197231835
74+bijoux chocolat 0.22145328719723184
75+bijoux enfants 0.45674740484429066
76+bijoux epicerie 0.42560553633217996
77+bijoux erable 0.18339100346020762
78+bijoux fromage_laitier 0.22826086956521738
79+bijoux industriel 0.42560553633217996
80+bijoux jardin 0.32525951557093424
81+bijoux maison 0.7335640138408305
82+bijoux mode 0.6643598615916955
83+bijoux plein_air 0.3611111111111111
84+bijoux sante_beaute 0.5294117647058824
85+bijoux viande_poisson 0.205761316872428
86+boissons boulangerie 0.24550898203592814
87+boissons cafe_the 0.5508982035928144
88+boissons chocolat 0.4431137724550898
89+boissons enfants 0.2694610778443114
90+boissons epicerie 0.8143712574850299
91+boissons erable 0.46107784431137727
92+boissons fromage_laitier 0.32608695652173914
93+boissons industriel 0.31736526946107785
94+boissons jardin 0.30538922155688625
95+boissons maison 0.6646706586826348
96+boissons mode 0.49101796407185627
97+boissons plein_air 0.17365269461077845
98+boissons sante_beaute 0.562874251497006
99+boissons viande_poisson 0.25748502994011974
100+boulangerie cafe_the 0.4
101+boulangerie chocolat 0.6368421052631579
102+boulangerie enfants 0.29473684210526313
103+boulangerie epicerie 0.9105263157894737
104+boulangerie erable 0.4473684210526316
105+boulangerie fromage_laitier 0.4782608695652174
106+boulangerie industriel 0.22631578947368422
107+boulangerie jardin 0.35789473684210527
108+boulangerie maison 0.6368421052631579
109+boulangerie mode 0.35789473684210527
110+boulangerie plein_air 0.14444444444444443
111+boulangerie sante_beaute 0.48947368421052634
112+boulangerie viande_poisson 0.4263157894736842
113+cafe_the chocolat 0.46540880503144655
114+cafe_the enfants 0.2610062893081761
115+cafe_the epicerie 0.7861635220125787
116+cafe_the erable 0.34276729559748426
117+cafe_the fromage_laitier 0.42391304347826086
118+cafe_the industriel 0.2672955974842767
119+cafe_the jardin 0.330188679245283
120+cafe_the maison 0.7044025157232704
121+cafe_the mode 0.48427672955974843
122+cafe_the plein_air 0.23333333333333334
123+cafe_the sante_beaute 0.610062893081761
124+cafe_the viande_poisson 0.26337448559670784
125+chocolat enfants 0.25149700598802394
126+chocolat epicerie 0.8592814371257484
127+chocolat erable 0.48502994011976047
128+chocolat fromage_laitier 0.5978260869565217
129+chocolat industriel 0.23652694610778444
130+chocolat jardin 0.321875
131+chocolat maison 0.6497005988023952
132+chocolat mode 0.4251497005988024
133+chocolat plein_air 0.23333333333333334
134+chocolat sante_beaute 0.5419161676646707
135+chocolat viande_poisson 0.31275720164609055
136+enfants epicerie 0.5297619047619048
137+enfants erable 0.19642857142857142
138+enfants fromage_laitier 0.29347826086956524
139+enfants industriel 0.39285714285714285
140+enfants jardin 0.325
141+enfants maison 0.7678571428571429
142+enfants mode 0.7172619047619048
143+enfants plein_air 0.5166666666666667
144+enfants sante_beaute 0.5535714285714286
145+enfants viande_poisson 0.26337448559670784
146+epicerie erable 0.833810888252149
147+epicerie fromage_laitier 0.9347826086956522
148+epicerie industriel 0.5013927576601671
149+epicerie jardin 0.734375
150+epicerie maison 0.5669586983729662
151+epicerie mode 0.5201288244766505
152+epicerie plein_air 0.5222222222222223
153+epicerie sante_beaute 0.6348949919224556
154+epicerie viande_poisson 0.9012345679012346
155+erable fromage_laitier 0.5
156+erable industriel 0.2349570200573066
157+erable jardin 0.30625
158+erable maison 0.5845272206303725
159+erable mode 0.3553008595988539
160+erable plein_air 0.2
161+erable sante_beaute 0.4899713467048711
162+erable viande_poisson 0.39094650205761317
163+fromage_laitier industriel 0.32608695652173914
164+fromage_laitier jardin 0.3804347826086957
165+fromage_laitier maison 0.6413043478260869
166+fromage_laitier mode 0.42391304347826086
167+fromage_laitier plein_air 0.16304347826086957
168+fromage_laitier sante_beaute 0.5760869565217391
169+fromage_laitier viande_poisson 0.5869565217391305
170+industriel jardin 0.39375
171+industriel maison 0.7883008356545961
172+industriel mode 0.6183844011142061
173+industriel plein_air 0.6944444444444444
174+industriel sante_beaute 0.5515320334261838
175+industriel viande_poisson 0.26337448559670784
176+jardin maison 0.684375
177+jardin mode 0.509375
178+jardin plein_air 0.3888888888888889
179+jardin sante_beaute 0.665625
180+jardin viande_poisson 0.30864197530864196
181+maison mode 0.7101449275362319
182+maison plein_air 0.7833333333333333
183+maison sante_beaute 0.7108239095315024
184+maison viande_poisson 0.6131687242798354
185+mode plein_air 0.6888888888888889
186+mode sante_beaute 0.5072697899838449
187+mode viande_poisson 0.35802469135802467
188+plein_air sante_beaute 0.6055555555555555
189+plein_air viande_poisson 0.17222222222222222
190+sante_beaute viande_poisson 0.41975308641975306
added data/processed_model/diversity_region.csv +18 −0
@@ -0,0 +1,18 @@
1+region,n_stores,n_listings,H_L,H_norm_L,eff_cat_L,hhi_L,n_cat_L,H_norm_L_lo,H_norm_L_hi,H_M,H_norm_M,eff_cat_M,hhi_M,n_cat_M,H_norm_M_lo,H_norm_M_hi,H_rarefied15,H_rarefied15_lo,H_rarefied15_hi
2+Abitibi-Témiscamingue,21,5206,1.6898582919280625,0.5640885558585971,5.4187127753817865,0.3508547349765903,20,0.21881428894266516,0.815651434500499,2.7393693520120252,0.9144239544350774,15.477221339419563,0.0717783738053534,20,0.8355541083530187,0.9095633479557007,0.8865504711882061,0.8554121953319194,0.9124715597588021
3+Outaouais,36,33429,1.7182213628022038,0.5735563815132885,5.574604442450788,0.3039373480208187,20,0.27382019807595026,0.7860556186943012,2.5956118104820556,0.8664365081605734,13.404786041742874,0.10048144044627656,20,0.7782838495178912,0.8892058879095491,0.8068761127442755,0.7253489285667243,0.8764980904022844
4+Bas-Saint-Laurent,39,5750,2.2388066912638473,0.7473320333154592,9.382128828481319,0.14592356899810963,20,0.6406578990594988,0.8195218658033286,2.5615279085652056,0.8550590221890335,12.955597168672925,0.09805245380044814,20,0.7838982702427597,0.8752796263898601,0.8029602499633008,0.7247610280045165,0.8688532855974888
5+Laurentides,99,20004,2.4181055235274416,0.8071834539001441,11.224574467183709,0.1252345561681505,20,0.6104492384640394,0.8583675935395797,2.6281403832407433,0.8772948125043383,13.847993981201242,0.09851545614232204,20,0.8430387440830684,0.8935447130606701,0.8000901252775096,0.7078798728400195,0.8756857898509143
6+Saguenay–Lac-Saint-Jean,97,15845,2.1092546506321086,0.7040864997357696,8.242095753767229,0.18757404610238365,20,0.5488796183842035,0.8348335031949019,2.5697917037780056,0.857817544799933,13.063103162492117,0.09541578318466626,20,0.8217903445542444,0.871736699810447,0.7884539616323581,0.7016069285621511,0.8563283211906573
7+Capitale-Nationale,126,35555,1.6685337531136917,0.5569702499263142,5.3043845551606115,0.3235279505503277,20,0.33044004408040456,0.7900619959239227,2.6223524842642045,0.8753627643611734,13.768074696489803,0.09294267266525424,20,0.8416741913545999,0.8912932768927839,0.785777214812865,0.6850753607081727,0.8715008867475915
8+Estrie,152,16201,2.1479012389439287,0.7169870478431517,8.566859724765079,0.2042332024082029,20,0.482799121382513,0.8549216277662045,2.625749834745525,0.8764968278124745,13.814929217234889,0.09244104192697813,20,0.8481225399580355,0.8889695295336894,0.7849744604175002,0.6890137696494573,0.8635394824293725
9+Montérégie,190,57945,2.0106117857705796,0.6711587025049097,7.467884695650508,0.23291840244632586,20,0.4000925269649333,0.866289729705641,2.621552649859637,0.8750957730777306,13.757066919449132,0.09680194888904085,20,0.849729817470452,0.8902406601951413,0.7827728990397527,0.6782034933951154,0.8640118783537386
10+Centre-du-Québec,61,9356,1.8563377412177406,0.6196607612787347,6.4002544105100165,0.25802163840421016,20,0.5122731527453019,0.8584694552591127,2.55257943755136,0.8520719491809274,12.840181549761247,0.10981862293604172,20,0.7984578017046365,0.8743937514273922,0.7799133212652756,0.681148680751356,0.8577994335802118
11+Lanaudière,66,8828,2.178394909652519,0.7271660851949822,8.832118527275552,0.17946060327470634,20,0.5958652512844221,0.8220244443110775,2.5684059114267743,0.8573549559486311,13.045012951579217,0.09670422022884025,20,0.8001318831025631,0.8769994548841206,0.7782086128959874,0.69504573709942,0.849809540787283
12+Chaudière-Appalaches,102,11398,2.1933514888359418,0.7321587139807578,8.965209620097987,0.18000576748980043,20,0.5590950747219214,0.8074271804686503,2.5937288706642683,0.8658079674079803,13.379569384530317,0.10319127663470654,20,0.8205450586949865,0.8873237381615968,0.7759354625110798,0.6706211320949572,0.8636307946090656
13+Mauricie,31,2521,2.00205353933136,0.6683018896599265,7.404245406834223,0.20566487833023703,20,0.405065970000585,0.7610470770199939,2.4614662703263375,0.8216576267698895,11.721986546341277,0.10919063322947718,20,0.7375181215493289,0.839359373809413,0.7722196377302659,0.702047106035432,0.8359261643501154
14+Laval,25,6528,1.9828429067279758,0.6618892229563718,7.263362724032112,0.2534962045096838,20,0.48429205700817496,0.8331555658045818,2.3446062811453205,0.782648804048098,10.429165759908418,0.14147578285421486,20,0.676738581650685,0.824612618790917,0.7461735321469788,0.6560959184908738,0.8253136570117222
15+Gaspésie–Îles-de-la-Madeleine,30,7514,1.6974862616606357,0.5666348347099859,5.460204600428228,0.2846591251649215,20,0.4420877707257339,0.8031731672851765,2.3381684234067968,0.7804997943400689,10.362239935034982,0.13300532576611152,20,0.6879139602647796,0.8175047786288213,0.7420176731494226,0.6547807291282035,0.8162126312694324
16+Montréal,237,61419,2.3601814954891687,0.7878479383236621,10.59287383679517,0.12546215540938385,20,0.6845402153686129,0.8070523255774836,2.48369153973042,0.8290766039596352,11.985427534676633,0.10998776747363831,20,0.805199117658147,0.844643038321962,0.7410750155698492,0.6384289749288267,0.8325205693750541
17+Côte-Nord,16,587,2.251049385636038,0.751418745095503,9.49769735588733,0.13328244850813625,18,0.5954324228449027,0.7549432934582273,2.2012544235500915,0.7347967783979008,9.036341792661112,0.14521459789142854,18,0.6168669526933928,0.7670750972279247,0.7313122938103314,0.7044824791042289,0.7495079049825739
18+Nord-du-Québec,3,276,1.7325312921510447,0.5783331532813024,5.654950137726472,0.2291010291955472,11,0.3148974294721926,0.581812080364967,1.9801040375596235,0.6609749659673441,7.2434965416645785,0.15775951755440676,11,0.3148974294721926,0.6609749659673441,,,
added data/processed_model/h2_region_table.csv +18 −0
@@ -0,0 +1,18 @@
1+region,n_stores,n_listings,H_L,H_norm_L,eff_cat_L,hhi_L,n_cat_L,H_norm_L_lo,H_norm_L_hi,H_M,H_norm_M,eff_cat_M,hhi_M,n_cat_M,H_norm_M_lo,H_norm_M_hi,H_rarefied15,H_rarefied15_lo,H_rarefied15_hi,region_code,population,population_vintage,population_source,population_statcan_er,population_statcan_er_vintage,population_statcan_er_source,population_census_2021_er,population_census_2021_er_vintage,population_census_2021_er_source,business_locations_with_employees,business_locations_with_employees_vintage,business_locations_with_employees_source,business_locations_with_employees_mfg_31_33,business_locations_with_employees_mfg_31_33_vintage,business_locations_with_employees_mfg_31_33_source,business_locations_with_employees_retail_44_45,business_locations_with_employees_retail_44_45_vintage,business_locations_with_employees_retail_44_45_source,disposable_income_per_capita_cad,disposable_income_per_capita_cad_vintage,disposable_income_per_capita_cad_source,gdp_basic_prices_kcad,gdp_basic_prices_kcad_vintage,gdp_basic_prices_kcad_source,gdp_mfg_31_33_kcad,gdp_mfg_31_33_kcad_vintage,gdp_mfg_31_33_kcad_source,gdp_retail_44_45_kcad,gdp_retail_44_45_kcad_vintage,gdp_retail_44_45_kcad_source,employment_lfs_thousands,employment_lfs_thousands_vintage,employment_lfs_thousands_source,employment_lfs_mfg_thousands,employment_lfs_mfg_thousands_vintage,employment_lfs_mfg_thousands_source,employment_lfs_wholesale_retail_thousands,employment_lfs_wholesale_retail_thousands_vintage,employment_lfs_wholesale_retail_thousands_source,unemployment_rate_pct,unemployment_rate_pct_vintage,unemployment_rate_pct_source,employment_rate_pct,employment_rate_pct_vintage,employment_rate_pct_source,employment_lfs_thousands_combined_09_10,employment_lfs_thousands_combined_09_10_vintage,employment_lfs_thousands_combined_09_10_source,unemployment_rate_pct_combined_09_10,unemployment_rate_pct_combined_09_10_vintage,unemployment_rate_pct_combined_09_10_source,land_area_km2,land_area_km2_vintage,land_area_km2_source,population_density_per_km2,population_density_per_km2_vintage,population_density_per_km2_source,polygon_area_mern_km2,polygon_area_mern_km2_vintage,polygon_area_mern_km2_source,households_internet_access_pct,households_internet_access_pct_vintage,households_internet_access_pct_source,households_internet_access_pct_combined_09_10,households_internet_access_pct_combined_09_10_vintage,households_internet_access_pct_combined_09_10_source,statcan_eruid_2021,ra_er_boundary_iou_2021,share_of_statcan_er_land_inside_mern_ra,n_fsa_centroids_2021,log_population,log_business_locations,disposable_income,log_density,log_stores_per_100k
2+Abitibi-Témiscamingue,21,5206,1.6898582919280625,0.5640885558585971,5.4187127753817865,0.3508547349765903,20,0.2188142889426651,0.815651434500499,2.7393693520120252,0.9144239544350774,15.477221339419565,0.0717783738053534,20,0.8355541083530187,0.9095633479557008,0.8865504711882061,0.8554121953319194,0.912471559758802,8,149441,1 July 2025 (2025p: provisional),ISQ table 3595 (StatCan annual demographic estimates adapted by ISQ),149441,2025-07-01 (2021 ER boundaries),StatCan 17-10-0150-01 (WDS),147082,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,4804,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),215,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),596,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),38890,2024p,ISQ table 3962 (comptes économiques régionaux),12899861.568103954,2024e,ISQ table 2299 (PIB régional),1881384.429737641,2024e,ISQ table 2299 (PIB régional),576618.774075996,2024e,ISQ table 2299 (PIB régional),71.4,2025 annual average,StatCan 14-10-0464-01,4.9,2025 annual average,StatCan 14-10-0466-01,10.9,2025 annual average,StatCan 14-10-0466-01,3.9,2025 annual average,StatCan 14-10-0464-01,58.8,2025 annual average,StatCan 14-10-0464-01,,,,,,,57325.74,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,2.6,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,64225.19,MERN BDAT 100k V2026-10,MRNF Découpages administratifs (area computed in EPSG:6622; includes inland water),79.0,2012 (EQAMI),ISQ table 3532 (Enquête québécoise sur l'accès des ménages à Internet),,,,2465,0.9986,0.9995,7,11.914656945089103,8.477204183199873,38890,0.9555114450274363,2.6427909576045487
3+Outaouais,36,33429,1.7182213628022038,0.5735563815132885,5.574604442450788,0.3039373480208187,20,0.2738201980759502,0.7860556186943012,2.5956118104820556,0.8664365081605734,13.404786041742874,0.1004814404462765,20,0.7782838495178912,0.8892058879095491,0.8068761127442755,0.7253489285667243,0.8764980904022844,7,428751,1 July 2025 (2025p: provisional),ISQ table 3595 (StatCan annual demographic estimates adapted by ISQ),428751,2025-07-01 (2021 ER boundaries),StatCan 17-10-0150-01 (WDS),405158,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,8566,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),242,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),1125,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),36408,2024p,ISQ table 3962 (comptes économiques régionaux),20472521.339078616,2024e,ISQ table 2299 (PIB régional),721440.6627532094,2024e,ISQ table 2299 (PIB régional),1065182.4122375206,2024e,ISQ table 2299 (PIB régional),212.5,2025 annual average,StatCan 14-10-0464-01,7.6,2025 annual average,StatCan 14-10-0466-01,22.5,2025 annual average,StatCan 14-10-0466-01,6.6,2025 annual average,StatCan 14-10-0464-01,60.1,2025 annual average,StatCan 14-10-0464-01,,,,,,,30457.52,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,13.3,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,34013.71,MERN BDAT 100k V2026-10,MRNF Découpages administratifs (area computed in EPSG:6622; includes inland water),80.3,2012 (EQAMI),ISQ table 3532 (Enquête québécoise sur l'accès des ménages à Internet),,,,2460,0.997,0.9986,17,12.968631609821083,9.055556158175316,36408,2.5877640352277083,2.1278127936052553
4+Bas-Saint-Laurent,39,5750,2.2388066912638473,0.7473320333154592,9.38212882848132,0.1459235689981096,20,0.6406578990594988,0.8195218658033286,2.5615279085652056,0.8550590221890335,12.955597168672924,0.0980524538004481,20,0.7838982702427597,0.8752796263898601,0.8029602499633008,0.7247610280045165,0.8688532855974888,1,204755,1 July 2025 (2025p: provisional),ISQ table 3595 (StatCan annual demographic estimates adapted by ISQ),204755,2025-07-01 (2021 ER boundaries),StatCan 17-10-0150-01 (WDS),199039,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,7441,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),366,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),913,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),35024,2024p,ISQ table 3962 (comptes économiques régionaux),10499639.117826214,2024e,ISQ table 2299 (PIB régional),1215332.8283686663,2024e,ISQ table 2299 (PIB régional),736550.2835163518,2024e,ISQ table 2299 (PIB régional),94.8,2025 annual average,StatCan 14-10-0464-01,13.3,2025 annual average,StatCan 14-10-0466-01,13.3,2025 annual average,StatCan 14-10-0466-01,5.0,2025 annual average,StatCan 14-10-0464-01,53.7,2025 annual average,StatCan 14-10-0464-01,,,,,,,22188.19,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,9.0,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,28187.26,MERN BDAT 100k V2026-10,MRNF Découpages administratifs (area computed in EPSG:6622; includes inland water),74.4,2012 (EQAMI),ISQ table 3532 (Enquête québécoise sur l'accès des ménages à Internet),,,,2415,0.7974,0.9994,11,12.229569421441571,8.914760527397261,35024,2.1972245773362196,2.946917689658303
5+Laurentides,99,20004,2.4181055235274416,0.8071834539001441,11.224574467183707,0.1252345561681505,20,0.6104492384640394,0.8583675935395797,2.6281403832407433,0.8772948125043383,13.847993981201242,0.098515456142322,20,0.8430387440830684,0.8935447130606701,0.8000901252775096,0.7078798728400195,0.8756857898509143,15,679190,1 July 2025 (2025p: provisional),ISQ table 3595 (StatCan annual demographic estimates adapted by ISQ),679190,2025-07-01 (2021 ER boundaries),StatCan 17-10-0150-01 (WDS),636083,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,22002,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),967,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),2461,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),40128,2024p,ISQ table 3962 (comptes économiques régionaux),31943801.562921885,2024e,ISQ table 2299 (PIB régional),4300762.349454315,2024e,ISQ table 2299 (PIB régional),2407794.1986903073,2024e,ISQ table 2299 (PIB régional),361.6,2025 annual average,StatCan 14-10-0464-01,39.9,2025 annual average,StatCan 14-10-0466-01,51.5,2025 annual average,StatCan 14-10-0466-01,4.2,2025 annual average,StatCan 14-10-0464-01,63.5,2025 annual average,StatCan 14-10-0464-01,,,,,,,20557.42,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,30.9,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,22466.86,MERN BDAT 100k V2026-10,MRNF Découpages administratifs (area computed in EPSG:6622; includes inland water),80.6,2012 (EQAMI),ISQ table 3532 (Enquête québécoise sur l'accès des ménages à Internet),,,,2455,0.9925,0.9976,26,13.428656190667118,9.99888863729938,40128,3.4307561839036995,2.6793891244377
6+Saguenay–Lac-Saint-Jean,97,15845,2.1092546506321086,0.7040864997357696,8.242095753767229,0.1875740461023836,20,0.5488796183842035,0.8348335031949019,2.5697917037780056,0.857817544799933,13.063103162492116,0.0954157831846662,20,0.8217903445542444,0.871736699810447,0.7884539616323581,0.7016069285621511,0.8563283211906573,2,286395,1 July 2025 (2025p: provisional),ISQ table 3595 (StatCan annual demographic estimates adapted by ISQ),286395,2025-07-01 (2021 ER boundaries),StatCan 17-10-0150-01 (WDS),275552,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,8709,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),509,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),1101,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),36558,2024p,ISQ table 3962 (comptes économiques régionaux),16700002.890352868,2024e,ISQ table 2299 (PIB régional),3306229.988492983,2024e,ISQ table 2299 (PIB régional),1063887.6711493025,2024e,ISQ table 2299 (PIB régional),137.1,2025 annual average,StatCan 14-10-0464-01,15.4,2025 annual average,StatCan 14-10-0466-01,21.4,2025 annual average,StatCan 14-10-0466-01,4.5,2025 annual average,StatCan 14-10-0464-01,56.9,2025 annual average,StatCan 14-10-0464-01,,,,,,,95542.7,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,2.9,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,105335.41,MERN BDAT 100k V2026-10,MRNF Découpages administratifs (area computed in EPSG:6622; includes inland water),76.3,2012 (EQAMI),ISQ table 3532 (Enquête québécoise sur l'accès des ménages à Internet),,,,2475,0.9942,0.9983,25,12.565127255815675,9.07211225269274,36558,1.0647107369924282,3.5225091876579366
7+Capitale-Nationale,126,35555,1.6685337531136917,0.5569702499263142,5.3043845551606115,0.3235279505503277,20,0.3304400440804045,0.7900619959239227,2.6223524842642045,0.8753627643611734,13.768074696489805,0.0929426726652542,20,0.8416741913545999,0.8912932768927839,0.785777214812865,0.6850753607081727,0.8715008867475915,3,814004,1 July 2025 (2025p: provisional),ISQ table 3595 (StatCan annual demographic estimates adapted by ISQ),814004,2025-07-01 (2021 ER boundaries),StatCan 17-10-0150-01 (WDS),757950,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,24239,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),982,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),2766,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),39597,2024p,ISQ table 3962 (comptes économiques régionaux),55487820.3038289,2024e,ISQ table 2299 (PIB régional),3961535.031475426,2024e,ISQ table 2299 (PIB régional),3060656.231239923,2024e,ISQ table 2299 (PIB régional),435.8,2025 annual average,StatCan 14-10-0464-01,28.8,2025 annual average,StatCan 14-10-0466-01,63.2,2025 annual average,StatCan 14-10-0466-01,4.3,2025 annual average,StatCan 14-10-0464-01,63.9,2025 annual average,StatCan 14-10-0464-01,,,,,,,18684.78,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,40.6,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,20862.3,MERN BDAT 100k V2026-10,MRNF Découpages administratifs (area computed in EPSG:6622; includes inland water),84.5,2012 (EQAMI),ISQ table 3532 (Enquête québécoise sur l'accès des ménages à Internet),,,,2420,0.9208,0.996,44,13.609720558977518,10.095718185206863,39597,3.703768066607687,2.7394868129441887
8+Estrie,152,16201,2.1479012389439287,0.7169870478431517,8.566859724765079,0.2042332024082029,20,0.482799121382513,0.8549216277662045,2.625749834745525,0.8764968278124745,13.814929217234887,0.0924410419269781,20,0.8481225399580355,0.8889695295336894,0.7849744604175002,0.6890137696494573,0.8635394824293725,5,527340,1 July 2025 (2025p: provisional),ISQ table 3595 (StatCan annual demographic estimates adapted by ISQ),359469,2025-07-01 (2021 ER boundaries),StatCan 17-10-0150-01 (WDS),337701,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,16929,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),1169,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),1869,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),38047,2024p,ISQ table 3962 (comptes économiques régionaux),27355871.2841909,2024e,ISQ table 2299 (PIB régional),4940705.500644556,2024e,ISQ table 2299 (PIB régional),1569612.0975373725,2024e,ISQ table 2299 (PIB régional),174.0,2025 annual average,StatCan 14-10-0464-01,28.8,2025 annual average,StatCan 14-10-0466-01,22.2,2025 annual average,StatCan 14-10-0466-01,4.9,2025 annual average,StatCan 14-10-0464-01,56.8,2025 annual average,StatCan 14-10-0464-01,,,,,,,10197.88,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,33.1,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,12797.51,MERN BDAT 100k V2026-10,MRNF Découpages administratifs (area computed in EPSG:6622; includes inland water),76.4,2012 (EQAMI),ISQ table 3532 (Enquête québécoise sur l'accès des ménages à Internet),,,,2430,0.8033,0.9904,26,13.175600780786747,9.73678340663725,38047,3.4995332823830174,3.361205205029759
9+Montérégie,190,57945,2.0106117857705796,0.6711587025049097,7.467884695650508,0.2329184024463258,20,0.4000925269649333,0.866289729705641,2.621552649859637,0.8750957730777306,13.757066919449132,0.0968019488890408,20,0.849729817470452,0.8902406601951413,0.7827728990397527,0.6782034933951154,0.8640118783537386,16,1522372,1 July 2025 (2025p: provisional),ISQ table 3595 (StatCan annual demographic estimates adapted by ISQ),1691032,2025-07-01 (2021 ER boundaries),StatCan 17-10-0150-01 (WDS),1591620,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,44787,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),2097,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),4867,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),39798,2024p,ISQ table 3962 (comptes économiques régionaux),78301855.36569425,2024e,ISQ table 2299 (PIB régional),11672579.129324565,2024e,ISQ table 2299 (PIB régional),4951671.126132373,2024e,ISQ table 2299 (PIB régional),865.6,2025 annual average,StatCan 14-10-0464-01,111.5,2025 annual average,StatCan 14-10-0466-01,138.8,2025 annual average,StatCan 14-10-0466-01,4.6,2025 annual average,StatCan 14-10-0464-01,62.1,2025 annual average,StatCan 14-10-0464-01,,,,,,,11111.82,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,143.2,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,9526.92,MERN BDAT 100k V2026-10,MRNF Découpages administratifs (area computed in EPSG:6622; includes inland water),84.0,2012 (EQAMI),ISQ table 3532 (Enquête québécoise sur l'accès des ménages à Internet),,,,2435,0.753,0.7926,56,14.23578020278233,10.709673197721699,39798,4.964242254526545,2.5241693343483846
10+Centre-du-Québec,61,9356,1.8563377412177409,0.6196607612787347,6.4002544105100165,0.2580216384042101,20,0.5122731527453019,0.8584694552591127,2.55257943755136,0.8520719491809274,12.840181549761247,0.1098186229360417,20,0.7984578017046365,0.8743937514273922,0.7799133212652756,0.681148680751356,0.8577994335802118,17,264820,1 July 2025 (2025p: provisional),ISQ table 3595 (StatCan annual demographic estimates adapted by ISQ),264820,2025-07-01 (2021 ER boundaries),StatCan 17-10-0150-01 (WDS),250445,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,9270,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),783,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),991,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),35822,2024p,ISQ table 3962 (comptes économiques régionaux),15364056.48739012,2024e,ISQ table 2299 (PIB régional),3620424.3771365713,2024e,ISQ table 2299 (PIB régional),847291.1625124305,2024e,ISQ table 2299 (PIB régional),137.6,2025 annual average,StatCan 14-10-0464-01,29.8,2025 annual average,StatCan 14-10-0466-01,19.9,2025 annual average,StatCan 14-10-0466-01,4.2,2025 annual average,StatCan 14-10-0464-01,62.5,2025 annual average,StatCan 14-10-0464-01,,,,,,,6921.32,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,36.2,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,7258.83,MERN BDAT 100k V2026-10,MRNF Découpages administratifs (area computed in EPSG:6622; includes inland water),77.8,2012 (EQAMI),ISQ table 3532 (Enquête québécoise sur l'accès des ménages à Internet),,,,2433,0.9646,0.9993,17,12.486805628893748,9.1345386585599,35822,3.5890591188317256,3.136993700249792
11+Lanaudière,66,8828,2.178394909652519,0.7271660851949822,8.832118527275552,0.1794606032747063,20,0.5958652512844221,0.8220244443110775,2.5684059114267743,0.8573549559486311,13.045012951579215,0.0967042202288402,20,0.8001318831025631,0.8769994548841206,0.7782086128959874,0.69504573709942,0.849809540787283,14,569335,1 July 2025 (2025p: provisional),ISQ table 3595 (StatCan annual demographic estimates adapted by ISQ),569335,2025-07-01 (2021 ER boundaries),StatCan 17-10-0150-01 (WDS),528598,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,16524,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),770,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),1774,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),37112,2024p,ISQ table 3962 (comptes économiques régionaux),21020651.46473937,2024e,ISQ table 2299 (PIB régional),2358557.147661833,2024e,ISQ table 2299 (PIB régional),1775740.3435138909,2024e,ISQ table 2299 (PIB régional),280.8,2025 annual average,StatCan 14-10-0464-01,29.7,2025 annual average,StatCan 14-10-0466-01,43.6,2025 annual average,StatCan 14-10-0466-01,4.8,2025 annual average,StatCan 14-10-0464-01,60.2,2025 annual average,StatCan 14-10-0464-01,,,,,,,12300.62,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,43.0,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,13482.92,MERN BDAT 100k V2026-10,MRNF Découpages administratifs (area computed in EPSG:6622; includes inland water),81.0,2012 (EQAMI),ISQ table 3532 (Enquête québécoise sur l'accès des ménages à Internet),,,,2450,0.9859,0.9973,17,13.252224292058726,9.712569148516655,37112,3.7612001156935624,2.4503559149379277
12+Chaudière-Appalaches,102,11398,2.1933514888359418,0.7321587139807578,8.965209620097987,0.1800057674898004,20,0.5590950747219214,0.8074271804686503,2.5937288706642683,0.8658079674079803,13.379569384530315,0.1031912766347065,20,0.8205450586949865,0.8873237381615968,0.7759354625110798,0.6706211320949572,0.8636307946090656,12,459158,1 July 2025 (2025p: provisional),ISQ table 3595 (StatCan annual demographic estimates adapted by ISQ),458369,2025-07-01 (2021 ER boundaries),StatCan 17-10-0150-01 (WDS),433312,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,15715,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),1090,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),1659,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),37665,2024p,ISQ table 3962 (comptes économiques régionaux),25423618.68468648,2024e,ISQ table 2299 (PIB régional),6331772.528549018,2024e,ISQ table 2299 (PIB régional),1521940.4716025456,2024e,ISQ table 2299 (PIB régional),248.9,2025 annual average,StatCan 14-10-0464-01,45.6,2025 annual average,StatCan 14-10-0466-01,33.3,2025 annual average,StatCan 14-10-0466-01,3.4,2025 annual average,StatCan 14-10-0464-01,65.2,2025 annual average,StatCan 14-10-0464-01,,,,,,,15071.51,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,28.8,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,16188.72,MERN BDAT 100k V2026-10,MRNF Découpages administratifs (area computed in EPSG:6622; includes inland water),77.6,2012 (EQAMI),ISQ table 3532 (Enquête québécoise sur l'accès des ménages à Internet),,,,2425,0.94,0.9996,20,13.037149656389827,9.662370949231669,37665,3.3603753871419,3.100748621864673
13+Mauricie,31,2521,2.00205353933136,0.6683018896599265,7.404245406834223,0.205664878330237,20,0.405065970000585,0.7610470770199939,2.4614662703263375,0.8216576267698895,11.721986546341276,0.1091906332294771,20,0.7375181215493289,0.839359373809413,0.7722196377302659,0.702047106035432,0.8359261643501154,4,289722,1 July 2025 (2025p: provisional),ISQ table 3595 (StatCan annual demographic estimates adapted by ISQ),289722,2025-07-01 (2021 ER boundaries),StatCan 17-10-0150-01 (WDS),273055,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,8130,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),431,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),1062,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),35148,2024p,ISQ table 3962 (comptes économiques régionaux),14143216.56443038,2024e,ISQ table 2299 (PIB régional),1771398.393067951,2024e,ISQ table 2299 (PIB régional),927222.1185916588,2024e,ISQ table 2299 (PIB régional),141.2,2025 annual average,StatCan 14-10-0464-01,18.2,2025 annual average,StatCan 14-10-0466-01,19.1,2025 annual average,StatCan 14-10-0466-01,5.2,2025 annual average,StatCan 14-10-0464-01,57.8,2025 annual average,StatCan 14-10-0464-01,,,,,,,35475.8,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,7.7,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,39679.53,MERN BDAT 100k V2026-10,MRNF Découpages administratifs (area computed in EPSG:6622; includes inland water),78.3,2012 (EQAMI),ISQ table 3532 (Enquête québécoise sur l'accès des ménages à Internet),,,,2470,0.9893,0.9971,15,12.576677121502334,9.003316202541857,35148,2.0412203288596382,2.3702355479530404
14+Laval,25,6528,1.982842906727976,0.6618892229563718,7.263362724032112,0.2534962045096838,20,0.4842920570081749,0.8331555658045818,2.3446062811453205,0.782648804048098,10.429165759908418,0.1414757828542148,20,0.676738581650685,0.824612618790917,0.7461735321469788,0.6560959184908738,0.8253136570117222,13,461509,1 July 2025 (2025p: provisional),ISQ table 3595 (StatCan annual demographic estimates adapted by ISQ),461509,2025-07-01 (2021 ER boundaries),StatCan 17-10-0150-01 (WDS),438366,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,13654,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),515,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),1632,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),37717,2024p,ISQ table 3962 (comptes économiques régionaux),23287573.01666477,2024e,ISQ table 2299 (PIB régional),2371505.8151177703,2024e,ISQ table 2299 (PIB régional),1835487.9075344976,2024e,ISQ table 2299 (PIB régional),242.8,2025 annual average,StatCan 14-10-0464-01,25.8,2025 annual average,StatCan 14-10-0466-01,39.3,2025 annual average,StatCan 14-10-0466-01,6.6,2025 annual average,StatCan 14-10-0464-01,62.7,2025 annual average,StatCan 14-10-0464-01,,,,,,,246.13,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,1781.0,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,267.47,MERN BDAT 100k V2026-10,MRNF Découpages administratifs (area computed in EPSG:6622; includes inland water),84.3,2012 (EQAMI),ISQ table 3532 (Enquête québécoise sur l'accès des ménages à Internet),,,,2445,0.9244,1.0,19,13.042256834360025,9.521787797978225,37717,7.484930283289661,1.689544455478404
15+Gaspésie–Îles-de-la-Madeleine,30,7514,1.6974862616606357,0.5666348347099859,5.460204600428228,0.2846591251649215,20,0.4420877707257339,0.8031731672851765,2.3381684234067968,0.7804997943400689,10.362239935034982,0.1330053257661115,20,0.6879139602647796,0.8175047786288213,0.7420176731494226,0.6547807291282035,0.8162126312694324,11,92084,1 July 2025 (2025p: provisional),ISQ table 3595 (StatCan annual demographic estimates adapted by ISQ),92084,2025-07-01 (2021 ER boundaries),StatCan 17-10-0150-01 (WDS),89342,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,3829,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),155,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),482,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),36186,2024p,ISQ table 3962 (comptes économiques régionaux),4567092.860064545,2024e,ISQ table 2299 (PIB régional),395567.11126664816,2024e,ISQ table 2299 (PIB régional),290764.9969322197,2024e,ISQ table 2299 (PIB régional),37.8,2025 annual average,StatCan 14-10-0464-01,2.4,2025 annual average,StatCan 14-10-0466-01,5.1,2025 annual average,StatCan 14-10-0466-01,8.9,2025 annual average,StatCan 14-10-0464-01,47.8,2025 annual average,StatCan 14-10-0464-01,,,,,,,20271.24,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,4.4,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,77566.35,MERN BDAT 100k V2026-10,MRNF Découpages administratifs (area computed in EPSG:6622; includes inland water),70.7,2012 (EQAMI),ISQ table 3532 (Enquête québécoise sur l'accès des ménages à Internet),,,,2410,0.2608,0.9996,5,11.430456482938787,8.250358951477294,36186,1.4816045409242156,3.4836663636935965
16+Montréal,237,61419,2.3601814954891687,0.7878479383236621,10.59287383679517,0.1254621554093838,20,0.6845402153686129,0.8070523255774836,2.48369153973042,0.8290766039596352,11.985427534676631,0.1099877674736383,20,0.805199117658147,0.844643038321962,0.7410750155698492,0.6384289749288267,0.8325205693750541,6,2172259,1 July 2025 (2025p: provisional),ISQ table 3595 (StatCan annual demographic estimates adapted by ISQ),2172259,2025-07-01 (2021 ER boundaries),StatCan 17-10-0150-01 (WDS),2004265,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,69910,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),2971,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),7096,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),39061,2024p,ISQ table 3962 (comptes économiques régionaux),196221138.12868777,2024e,ISQ table 2299 (PIB régional),21674238.288096774,2024e,ISQ table 2299 (PIB régional),7915358.411687965,2024e,ISQ table 2299 (PIB régional),1151.2,2025 annual average,StatCan 14-10-0464-01,95.4,2025 annual average,StatCan 14-10-0466-01,152.0,2025 annual average,StatCan 14-10-0466-01,8.0,2025 annual average,StatCan 14-10-0464-01,61.7,2025 annual average,StatCan 14-10-0464-01,,,,,,,498.29,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,4022.3,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,625.99,MERN BDAT 100k V2026-10,MRNF Découpages administratifs (area computed in EPSG:6622; includes inland water),83.6,2012 (EQAMI),ISQ table 3532 (Enquête québécoise sur l'accès des ménages à Internet),,,,2440,0.7993,0.9997,98,14.591278197862394,11.15496397950603,39061,8.29960915730726,2.3897074082429652
17+Côte-Nord,16,587,2.251049385636038,0.751418745095503,9.49769735588733,0.1332824485081362,18,0.5954324228449027,0.7549432934582273,2.2012544235500915,0.7347967783979008,9.036341792661112,0.1452145978914285,18,0.6168669526933928,0.7670750972279247,0.7313122938103314,0.7044824791042289,0.7495079049825739,9,89621,1 July 2025 (2025p: provisional),ISQ table 3595 (StatCan annual demographic estimates adapted by ISQ),89621,2025-07-01 (2021 ER boundaries),StatCan 17-10-0150-01 (WDS),88525,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,2672,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),79,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),380,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),39160,2024p,ISQ table 3962 (comptes économiques régionaux),10583275.834136276,2024e,ISQ table 2299 (PIB régional),1107955.588486179,2024e,ISQ table 2299 (PIB régional),332650.2854758637,2024e,ISQ table 2299 (PIB régional),,,,,,,,,,,,,,,,51.6,2025 annual average (Côte-Nord + Nord-du-Québec combined ER),StatCan 14-10-0464-01,4.3,2025 annual average (combined ER),StatCan 14-10-0464-01,234442.27,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,0.4,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,375580.12,MERN BDAT 100k V2026-10,MRNF Découpages administratifs (area computed in EPSG:6622; includes inland water),,,,79.0,"2012 (EQAMI, Côte-Nord + Nord-du-Québec combined)",ISQ table 3532,2480,0.7059,0.9994,8,11.403344946501493,7.890582534656536,39160,-0.916290731874155,2.8821692407085173
18+Nord-du-Québec,3,276,1.7325312921510447,0.5783331532813024,5.654950137726472,0.2291010291955472,11,0.3148974294721926,0.581812080364967,1.9801040375596235,0.6609749659673441,7.243496541664579,0.1577595175544067,11,0.3148974294721926,0.6609749659673441,,,,10,47541,1 July 2025 (2025p: provisional),ISQ table 3595 (StatCan annual demographic estimates adapted by ISQ),47541,2025-07-01 (2021 ER boundaries),StatCan 17-10-0150-01 (WDS),45740,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,932,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),21,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),105,Dec 2025,ISQ (StatCan 33-10-1097-01 aggregated to RA),35232,2024p,ISQ table 3962 (comptes économiques régionaux),6752003.527247828,2024e,ISQ table 2299 (PIB régional),210614.23070590416,2024e,ISQ table 2299 (PIB régional),131275.67798681773,2024e,ISQ table 2299 (PIB régional),,,,,,,,,,,,,,,,51.6,2025 annual average (Côte-Nord + Nord-du-Québec combined ER),StatCan 14-10-0464-01,4.3,2025 annual average (combined ER),StatCan 14-10-0464-01,707306.52,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,0.1,Census 2021 (2021 ER boundaries),StatCan 98-10-0009-01,852763.46,MERN BDAT 100k V2026-10,MRNF Découpages administratifs (area computed in EPSG:6622; includes inland water),,,,79.0,"2012 (EQAMI, Côte-Nord + Nord-du-Québec combined)",ISQ table 3532,2490,0.987,0.9985,3,10.769347775610917,6.837332814685591,35232,-2.3025850929940455,1.8421899780274202
added data/processed_model/h4_panel.parquet +0 −0

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added data/processed_model/h5_groups.parquet +0 −0

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added data/processed_model/h5_region_effects.csv +31 −0
@@ -0,0 +1,31 @@
1+region,effect,se,label,n_stores
2+Abitibi-Témiscamingue,0.049199972719634506,0.03218816013541311,primary_AB,1
3+Capitale-Nationale,0.015982290041534813,0.017718416260856622,primary_AB,24
4+Centre-du-Québec,0.03569391763188028,0.030663615538675148,primary_AB,3
5+Chaudière-Appalaches,0.024349954492095722,0.021277160733342546,primary_AB,12
6+Côte-Nord,-0.05646163760236264,0.03433339553636005,primary_AB,1
7+Estrie,-0.011586442702410755,0.022988811561554235,primary_AB,15
8+Gaspésie–Îles-de-la-Madeleine,-0.00019537661486687436,0.0999714560403348,primary_AB,3
9+Lanaudière,0.0077282500523737745,0.01365114792564583,primary_AB,8
10+Laurentides,-0.07559131856234076,0.0613491073387616,primary_AB,10
11+Laval,0.017575992115559644,0.040732920614926414,primary_AB,3
12+Mauricie,-0.004826264889044017,0.02021737067383341,primary_AB,3
13+Montérégie,0.011002792802675163,0.009320754855288629,primary_AB,17
14+Outaouais,0.22440701317598963,0.02771149332628283,primary_AB,5
15+Saguenay–Lac-Saint-Jean,0.052843787937916276,0.024653380829209818,primary_AB,9
16+Montréal,0.0,0.0,primary_AB,29
17+Abitibi-Témiscamingue,0.015624732619093152,0.017296312469480758,sens_ABC,1
18+Capitale-Nationale,0.005395404150098689,0.016041117788319646,sens_ABC,25
19+Centre-du-Québec,-0.02506482369098986,0.03153692763807375,sens_ABC,3
20+Chaudière-Appalaches,0.01731304810692702,0.01831810113595412,sens_ABC,12
21+Côte-Nord,-0.001163371379162146,0.029818115117712898,sens_ABC,1
22+Estrie,-0.0009755903782329731,0.020817677013269822,sens_ABC,16
23+Gaspésie–Îles-de-la-Madeleine,0.026707597441858525,0.09361661038287167,sens_ABC,3
24+Lanaudière,-0.03425553157935624,0.02233480342851809,sens_ABC,10
25+Laurentides,-0.08425889943777301,0.057488807546261914,sens_ABC,10
26+Laval,0.0013482462353846018,0.029610903007216714,sens_ABC,3
27+Mauricie,-0.030864672274681766,0.022892544663046074,sens_ABC,4
28+Montérégie,0.007310621660981589,0.009297608831491952,sens_ABC,19
29+Outaouais,0.19944440204076938,0.029538767476457502,sens_ABC,6
30+Saguenay–Lac-Saint-Jean,0.062137998897114105,0.025984405835589124,sens_ABC,10
31+Montréal,0.0,0.0,sens_ABC,33
added data/processed_model/h7_M.csv +18 −0
@@ -0,0 +1,18 @@
1+,alcool,animaux,art,autre,bijoux,boissons,boulangerie,cafe_the,chocolat,enfants,epicerie,erable,fromage_laitier,industriel,jardin,maison,mode,plein_air,sante_beaute,viande_poisson
2+Abitibi-Témiscamingue,1.0,0.0,0.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,1.0,0.0,0.0,0.0,1.0
3+Bas-Saint-Laurent,0.0,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,1.0,0.0,1.0,0.0,1.0
4+Capitale-Nationale,0.0,0.0,1.0,1.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0
5+Centre-du-Québec,1.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0,1.0,0.0,1.0
6+Chaudière-Appalaches,1.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,1.0
7+Côte-Nord,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0
8+Estrie,1.0,0.0,1.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,1.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0
9+Gaspésie–Îles-de-la-Madeleine,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0
10+Lanaudière,0.0,0.0,1.0,0.0,0.0,0.0,1.0,1.0,1.0,0.0,0.0,0.0,1.0,1.0,1.0,1.0,1.0,0.0,1.0,0.0
11+Laurentides,1.0,0.0,0.0,1.0,1.0,1.0,0.0,0.0,0.0,1.0,1.0,1.0,1.0,0.0,1.0,0.0,0.0,1.0,1.0,0.0
12+Laval,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,1.0,1.0,0.0,0.0,1.0,1.0,1.0,0.0,0.0,1.0,0.0
13+Mauricie,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,1.0,0.0,1.0,0.0,1.0,1.0,1.0
14+Montréal,0.0,0.0,0.0,0.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,1.0,0.0
15+Montérégie,1.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0
16+Nord-du-Québec,0.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0
17+Outaouais,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0
18+Saguenay–Lac-Saint-Jean,0.0,0.0,1.0,0.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,1.0,1.0
added data/processed_model/h7_raa_M.csv +18 −0
@@ -0,0 +1,18 @@
1+,alcool,animaux,art,autre,bijoux,boissons,boulangerie,cafe_the,chocolat,enfants,epicerie,erable,fromage_laitier,industriel,jardin,maison,mode,plein_air,sante_beaute,viande_poisson
2+Abitibi-Témiscamingue,1.4438911171789772,0.5956902830313802,0.7893433094376553,0.9015817892007446,1.0246809974166013,2.703377303056645,0.3512259793252278,2.0572017103408298,1.141472302999007,0.429203343495048,0.5103740837004335,0.9377916261043346,5.747091911629454,1.162676162426392,0.2209817554917224,1.268588423756036,0.8086738021149266,0.6077908418653027,0.9610853712023375,2.1090618632076747
3+Bas-Saint-Laurent,0.6243218118440745,1.7804650753292441,1.0473862298115413,1.1714446803859335,0.19791680981346674,0.33682814054642757,0.4069104968204102,0.9454289324942745,0.8954075645291631,0.5589501883004203,0.914902624907376,2.1218212211686036,0.14189339947493876,1.1625275032504372,0.5902276442312163,1.326344380893971,0.8076581487522826,2.525585558813604,0.6099220521844075,2.28766048686836
4+Capitale-Nationale,0.7599584116246088,0.3943916880130195,1.8252002964879268,1.992741839774229,0.8067460411807355,1.2399773553980413,0.8874677110218667,0.6625768454272627,0.618571712243332,1.3243175590861103,0.8192344773249252,0.7482581734787387,0.338260704257868,1.478828112827185,0.36935104167478894,0.9191469164187166,0.8777121122358669,2.8756154219918986,1.0675661340001021,0.9024579882482395
5+Centre-du-Québec,1.0485232061586252,2.288755861628806,0.9809931754713737,0.7373871884477311,0.062185938707516895,0.2144255634557469,1.0698465250633982,0.7865867612738847,0.663017897806994,1.1629571714527691,1.2148036180133028,1.7186146472842507,2.1552298846990157,1.2949266445026988,1.3770010798324708,1.222558915433589,0.6067362252985946,1.0676521271191686,0.4639514134043524,1.4645470548131099
6+Chaudière-Appalaches,1.0054055655255498,1.3059773627808768,0.9668738937887345,1.333210629807403,0.4156181028528077,0.8156168062146163,0.9603765343716553,0.81495785975032,0.8708391135086778,0.3151252397663174,1.1572172009798298,1.5472270556420151,2.0506044927983487,0.6456363736802547,0.8378459877339103,0.869413951697152,0.7955943778517244,1.3652238839739876,0.8129005142700002,1.7430521599322837
7+Côte-Nord,0.731448791743096,0.9716773057811029,1.1840428893446742,0.17819090509744814,0.21508448243847697,0.04726578160973828,0.12578976361852884,1.3977971243387286,1.878483283294035,0.6525204252493135,0.755172865091891,0.04842551330862229,9.68422451416336e-12,0.6589949799074081,0.6277505898007011,0.7742931322375133,2.132218290180424,0.9292789001947114,2.5493594953474887,1.656138035714099e-12
8+Estrie,1.7477421614760487,0.32055560543942163,1.0457805023783329,1.8360103543345838,0.8880114823353288,0.602611324306087,0.6736438965163968,1.013645881975818,1.0171268050001636,0.6979883389994143,0.9771015272103853,1.7810883531062298,2.1448837893984494,0.820605465631546,1.1302491756203372,0.6422401988110394,0.7334801738123548,0.303213940084826,0.6945060557547776,0.9144331798798806
9+Gaspésie–Îles-de-la-Madeleine,1.8375293350308421,0.03432714938373283,0.832615676268969,0.6244031497108995,0.035223460495735937,0.25073168080297653,1.9391304896330057,0.5155819871265144,1.420280171708352,0.9535572128038099,0.8937095645359625,0.9100298539754842,0.89150265721441,0.18255023165524506,0.5089536771320999,1.4416607170979858,2.688029923900798,0.36170656123365935,0.20815391680998954,0.8736502242007249
10+Lanaudière,0.5198491832853344,0.16876577262121578,1.0882167597608088,0.6882806706803188,0.08630518005829173,0.8230559697749776,1.8038435913062525,1.2204579506201467,1.068744224907765,0.31954778086920227,0.952681395231927,0.639872963938549,2.504022664619799,2.0519380225654062,1.3131525117429679,1.2264581113990736,1.1798768522369807,0.18542878297987497,1.1650789761326692,0.9577843106237771
11+Laurentides,1.3355100462077116,0.4886680747547099,0.6429526909501256,1.2835609660394576,1.0993464241752098,1.6251405851752827,0.8929538124828289,0.9864604571206406,0.561656157428747,1.041486837479099,1.1151006100579004,1.170142757413801,1.2741031687459532,0.8856681750735519,1.1510000019259996,0.9369431437768877,0.7083963959157125,1.6944517168892612,1.1948327007283317,0.5042163744940383
12+Laval,0.19523116384147832,0.1495295763135595,0.4517621851326557,0.14788758848067604,0.9974901575866962,0.2247886152226071,0.5000765939466397,1.9593594429597088,0.5372975330517711,3.1085303676263663,1.4616916016785568,0.595108055980083,0.48225207664685055,1.7020200013191353,1.4568077214590014,1.3813394607656477,0.34578743363583886,0.24249086344797985,1.407316076455785,0.478419259019169
13+Mauricie,2.061065452608936,0.5442627449996261,0.6067966907549406,1.4070625678340358,0.7584356272486544,0.06418748131878535,0.5026237012218481,0.6100268509100996,0.4761136866164915,0.2324198384685023,1.0719768600036508,1.7673533178725687,0.14280884076187383,1.0826711987948747,0.21175509632063136,1.0959764286596805,0.39228488884959867,1.0752903552613702,1.104145945554745,2.6169401080973094
14+Montréal,0.17653947971019587,0.7671981852316342,0.737982565421779,0.5930361864119508,2.170417736853807,1.3624431460585718,1.1353611745895373,1.2190952592794742,1.0468464707505427,1.735092753491562,0.9241846242537101,0.11666264944785501,0.30855349571681207,0.6484941544873551,0.6268627983813385,1.088787063666254,1.903337018125685,0.7088522509654823,1.275904021404956,0.436074498213974
15+Montérégie,1.833429660503291,2.8948856387822586,0.9245591651424033,0.2997813049093571,0.8783753483851547,1.1645751374197508,1.238956957794131,0.6920714741705299,0.6987153710700176,0.9970325330722665,1.0838266763406261,1.2393959676329032,0.16572949921704935,1.1423489249607264,1.5860231088004726,0.9036299733178352,0.6107935770004497,0.7655558873329561,0.9768905712768403,0.8143955835457543
16+Nord-du-Québec,7.060685621518208e-12,4.0810446842688993e-11,0.6682094185415628,9.955156037585414e-12,2.974747544959839,1.7393807632333678e-11,1.3417574785937834,0.034214634270110664,6.253840154005417,0.7688274131785707,0.8108832509342647,3.197846416475728,5.1649197408722755e-11,1.1407932308863786e-11,0.3900399094415337,0.30697815140778845,1.8023387272937657,4.66248527143215e-11,3.546096775305573e-12,8.8327361904498e-12
17+Outaouais,0.6414692885846864,0.2481152683358953,0.8687655331024929,0.7844334046386897,0.6442273193476729,3.2336849005787407,0.908868150953944,0.6784566649131454,2.817701115432051,0.9892485886383996,1.1516164540692302,0.8138970562817226,0.18679201930070793,1.3472417590974042,1.408483123453873,0.6376486653565345,0.43443690516184225,0.2069942385608428,0.9682548944887223,1.7060847404308648
18+Saguenay–Lac-Saint-Jean,0.3401452383077728,0.4156768622657279,1.369374278485154,0.9083229548007098,1.4234413449612229,0.26089213566830416,0.9625571698966809,1.5812123975934118,1.8787703274233691,0.3856804891186907,0.9271089266023022,0.44383003918861375,0.5106484538237731,0.7304382805261995,1.4932615427389537,1.2833348886055522,0.7270465218240173,0.421984859743008,1.0438146584549393,1.2961702745619081
added data/processed_model/h7_region_indicators.csv +18 −0
@@ -0,0 +1,18 @@
1+region,diversity,eci,fitness,n_stores
2+Abitibi-Témiscamingue,9.0,-0.17190378563268874,1.0689035189641511,21
3+Bas-Saint-Laurent,8.0,1.1448387076133169,1.1532762559541927,39
4+Capitale-Nationale,7.0,0.593661140919831,0.9915438515705642,126
5+Centre-du-Québec,12.0,0.8970695717829312,1.7012040886162305,61
6+Chaudière-Appalaches,8.0,1.6348121021493331,1.256414013390521,102
7+Côte-Nord,5.0,-1.7671918138533802,0.5061518677979684,16
8+Estrie,8.0,0.08573589511491403,0.95902526946996,152
9+Gaspésie–Îles-de-la-Madeleine,5.0,-1.2476715046883093,0.5003749740172238,30
10+Lanaudière,10.0,-0.876378154278885,1.0910570242872653,66
11+Laurentides,11.0,0.6972850094599151,1.5620152985759495,99
12+Laval,7.0,0.02231099890133851,0.8172055434262695,25
13+Mauricie,9.0,1.0305924213995903,1.0983289733122614,31
14+Montréal,9.0,-1.1954967593510448,1.0892277344002144,237
15+Montérégie,8.0,0.859004034422557,1.0855532769176655,190
16+Nord-du-Québec,5.0,-1.3883872252853615,0.5735422293625798,3
17+Outaouais,6.0,0.42428891182671513,0.6721127443930117,36
18+Saguenay–Lac-Saint-Jean,8.0,-0.7425695505007724,0.874063335543971,97
added data/processed_model/platform_mix_by_region.csv +18 −0
@@ -0,0 +1,18 @@
1+region_final,other,shopify,wix,woocommerce
2+Abitibi-Témiscamingue,0.0,0.19,0.238,0.571
3+Bas-Saint-Laurent,0.154,0.359,0.154,0.333
4+Capitale-Nationale,0.079,0.325,0.167,0.429
5+Centre-du-Québec,0.066,0.361,0.197,0.377
6+Chaudière-Appalaches,0.078,0.304,0.294,0.324
7+Côte-Nord,0.25,0.375,0.312,0.062
8+Estrie,0.105,0.289,0.237,0.368
9+Gaspésie–Îles-de-la-Madeleine,0.033,0.333,0.2,0.433
10+Lanaudière,0.076,0.333,0.197,0.394
11+Laurentides,0.091,0.465,0.101,0.343
12+Laval,0.08,0.64,0.08,0.2
13+Mauricie,0.032,0.29,0.29,0.387
14+Montréal,0.042,0.603,0.084,0.27
15+Montérégie,0.105,0.384,0.137,0.374
16+Nord-du-Québec,0.0,0.667,0.333,0.0
17+Outaouais,0.083,0.444,0.25,0.222
18+Saguenay–Lac-Saint-Jean,0.144,0.34,0.175,0.34
added data/processed_model/qdaci_components.csv +18 −0
@@ -0,0 +1,18 @@
1+region,diversity_rarefied,diversity_lo,diversity_hi,specialization,specialization_lo,specialization_hi,concentration_gini,coverage_stores_per_100k,price_effect,price_effect_se,composite_equal,composite_pca,composite_borda
2+Abitibi-Témiscamingue,0.8865504711882061,0.8554121953319194,0.912471559758802,0.5435144852747995,0.5453563009092389,1.16598404844634,0.806084554451823,14.052368493251517,,,0.640625,-1.6711280052963853,42.0
3+Bas-Saint-Laurent,0.8029602499633008,0.7247610280045165,0.8688532855974888,0.5912122495796707,0.5116669136612966,0.9443966910923557,0.8061360089186176,19.047153915655294,,,0.703125,-0.2583842337485775,46.0
4+Capitale-Nationale,0.785777214812865,0.6850753607081727,0.8715008867475915,0.43088998670733414,0.3643025746654817,0.9239710187922514,0.89146504521276,15.479039415039729,0.0159822900415348,0.0177184162608566,0.40625,-0.9654259319865897,27.0
5+Centre-du-Québec,0.7799133212652756,0.681148680751356,0.8577994335802118,0.5192039958546852,0.4893142820891856,0.9397236197242579,0.8854035982870639,23.0345140095159,,,0.5,-0.6137117729818251,33.0
6+Chaudière-Appalaches,0.7759354625110798,0.6706211320949572,0.8636307946090656,0.3285656116058588,0.30638214167871325,0.6159377353568125,0.8148746426101586,22.214575374925406,0.0243499544920957,0.0212771607333425,0.421875,-0.7457902226707814,28.0
7+Côte-Nord,0.7313122938103314,0.7044824791042289,0.7495079049825739,0.9168194716571099,0.6846696504059508,1.321127108028666,0.5171422487223168,17.852958569978018,,,0.65625,3.5576938388722663,43.0
8+Estrie,0.7849744604175002,0.6890137696494573,0.8635394824293725,0.39212366615776684,0.34318715133109007,0.5663380620639917,0.8227688186889048,28.82390867372094,-0.0115864427024107,0.0229888115615542,0.515625,-0.7774274911096538,34.0
9+Gaspésie–Îles-de-la-Madeleine,0.7420176731494226,0.6547807291282035,0.8162126312694324,0.8930306272799869,0.7825445789495088,1.5910654133437898,0.8906574394463668,32.578949654663134,,,0.546875,1.0622896663509405,36.0
10+Lanaudière,0.7782086128959874,0.69504573709942,0.849809540787283,0.6093627572273429,0.579207742448218,0.9955639886856731,0.7647018439950021,11.592471918993212,,,0.578125,0.47551090333977125,38.0
11+Laurentides,0.8000901252775096,0.7078798728400195,0.8756857898509143,0.27958705681443824,0.26686698914810675,0.5359651941332217,0.8100258736131561,14.576186339610418,-0.0755913185623407,0.0613491073387616,0.46875,-1.1932498783305983,31.0
12+Laval,0.7461735321469788,0.6560959184908738,0.8253136570117222,0.8636246745049032,0.7249454998718747,1.4891257807910507,0.8295343137254902,5.417012452628226,,,0.375,1.4518964782386927,25.0
13+Mauricie,0.7722196377302659,0.702047106035432,0.8359261643501154,0.747830202283332,0.64730548909326,1.336026937529552,0.7298435080805108,10.699912329750589,,,0.546875,1.2149328086515445,36.0
14+Montréal,0.7410750155698492,0.6384289749288267,0.8325205693750541,0.5640669200090762,0.4892627830818657,0.7570659658241812,0.7824738190734282,10.910301211779995,0.0,0.0,0.421875,0.8109263639576617,28.0
15+Montérégie,0.7827728990397527,0.6782034933951154,0.8640118783537386,0.3977571256975467,0.36249694931393545,0.5486015758940879,0.8901038643722949,12.480523814153177,0.0110027928026751,0.0093207548552886,0.34375,-0.9945040456013294,23.0
16+Nord-du-Québec,,,,1.031105294066024,0.8549794149697018,1.312845774034489,,6.310342651605983,,,,,
17+Outaouais,0.8068761127442755,0.7253489285667243,0.8764980904022844,0.5727748057294962,0.510763045878125,1.5440387654702914,0.9222190646178801,8.396481874094754,,,0.421875,-0.9682004284816437,28.0
18+Saguenay–Lac-Saint-Jean,0.7884539616323581,0.7016069285621511,0.8563283211906573,0.5075817630807232,0.43344000475053646,0.7546709596159046,0.8026116404732704,33.869306377555475,,,0.703125,-0.38542804920350726,46.0
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