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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

95 changed files +7,135 −14

95 changed 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
added data/processed_model/raa_matrix.csv +2321 −0
@@ -0,0 +1,2321 @@
1 +sample,scheme,region,category,n,raa,raa_lo,raa_hi,sig_gt1,sig_lt1
2 +S_R,M,Abitibi-Témiscamingue,alcool,1.4314810716709447,1.4438911171789883,0.06452738733140334,3.7685594224587646,False,False
3 +S_R,M,Abitibi-Témiscamingue,animaux,0.10217560217560218,0.5956902830314302,4.9347165234812994e-12,1.873218431705645,False,False
4 +S_R,M,Abitibi-Témiscamingue,art,1.4877225095453348,0.7893433094376489,0.12598753825842718,2.030689007173394,False,False
5 +S_R,M,Abitibi-Témiscamingue,autre,0.6339501360459845,0.9015817892007575,0.1310731295656125,1.8979133752118373,False,False
6 +S_R,M,Abitibi-Témiscamingue,bijoux,0.9180790960451978,1.0246809974165931,8.820404537283038e-13,3.3577908661976723,False,False
7 +S_R,M,Abitibi-Témiscamingue,boissons,1.0879527657970773,2.7033773030567287,0.05998926551044749,6.9033546278773565,False,False
8 +S_R,M,Abitibi-Témiscamingue,boulangerie,0.13573032188741946,0.351225979325225,3.2870020696472533e-12,0.9128572043390185,False,True
9 +S_R,M,Abitibi-Témiscamingue,cafe_the,1.7610233470007153,2.0572017103408133,0.11751543961074971,4.741790280652758,False,False
10 +S_R,M,Abitibi-Témiscamingue,chocolat,0.7476700158527202,1.1414723029989975,0.26618363693644315,2.3345844215238243,False,False
11 +S_R,M,Abitibi-Témiscamingue,enfants,0.16350625651724618,0.4292033434950445,0.07399847393852796,0.9466740873230554,False,True
12 +S_R,M,Abitibi-Témiscamingue,epicerie,2.202917979731421,0.5103740837004292,0.2129950793189711,0.850226821323243,False,True
13 +S_R,M,Abitibi-Témiscamingue,erable,1.2696952517383395,0.9377916261043269,0.15591137166710559,2.056350257583105,False,False
14 +S_R,M,Abitibi-Témiscamingue,fromage_laitier,0.7789016170557437,5.747091911630744,2.961402165718114e-11,13.642639910585483,False,False
15 +S_R,M,Abitibi-Témiscamingue,industriel,0.7134275446775448,1.1626761624264124,0.25670413979596424,2.3324483969296863,False,False
16 +S_R,M,Abitibi-Témiscamingue,jardin,0.14688642072667363,0.22098175549172056,0.013453721477525955,0.5873315219484058,False,True
17 +S_R,M,Abitibi-Témiscamingue,maison,2.1786422506423486,1.2685884237560257,0.5935359789696176,2.0417039597606057,False,False
18 +S_R,M,Abitibi-Témiscamingue,mode,1.5803585224826253,0.8086738021149199,0.07579137006960855,2.045115969455718,False,False
19 +S_R,M,Abitibi-Témiscamingue,plein_air,0.09125038783741855,0.6077908418653616,5.804232869815705e-12,2.223718656047831,False,False
20 +S_R,M,Abitibi-Témiscamingue,sante_beaute,1.8971838685413343,0.9610853712023372,0.17949661994460472,1.9644834239326334,False,False
21 +S_R,M,Abitibi-Témiscamingue,viande_poisson,1.6714450340283074,2.1090618632077414,0.06259088375241985,5.141171826541843,False,False
22 +S_R,M,Bas-Saint-Laurent,alcool,1.1494894389878607,0.6243218118440793,0.0509715701715646,1.4125560152633394,False,False
23 +S_R,M,Bas-Saint-Laurent,animaux,0.5671598271989331,1.7804650753293938,0.4170538783829348,4.068291020844119,False,False
24 +S_R,M,Bas-Saint-Laurent,art,3.6661326431409176,1.0473862298115326,0.3747129286222963,1.8740764301499608,False,False
25 +S_R,M,Bas-Saint-Laurent,autre,1.5297380359961823,1.1714446803859502,0.16908832102910737,2.981843150120121,False,False
26 +S_R,M,Bas-Saint-Laurent,bijoux,0.32932098895021006,0.19791680981346513,0.029405620536355547,0.45732005578967405,False,True
27 +S_R,M,Bas-Saint-Laurent,boissons,0.25174279948633277,0.336828140546438,1.4937594772759675e-12,0.8491344693173781,False,True
28 +S_R,M,Bas-Saint-Laurent,boulangerie,0.2920346962316931,0.40691049682040686,0.021285903659410913,1.0030185554719289,False,False
29 +S_R,M,Bas-Saint-Laurent,cafe_the,1.5030119652955354,0.9454289324942667,0.07145795478419568,2.432335820844927,False,False
30 +S_R,M,Bas-Saint-Laurent,chocolat,1.0892075862643558,0.8954075645291558,0.1718910652643506,1.9640645594307444,False,False
31 +S_R,M,Bas-Saint-Laurent,enfants,0.3954482865251753,0.5589501883004158,0.14722504958733704,1.158688762595176,False,False
32 +S_R,M,Bas-Saint-Laurent,epicerie,7.333814152688909,0.9149026249073684,0.5460099684374806,1.334572613595674,False,False
33 +S_R,M,Bas-Saint-Laurent,erable,5.335157514027839,2.1218212211685863,0.9325455360558934,3.5640353971076766,False,False
34 +S_R,M,Bas-Saint-Laurent,fromage_laitier,0.03571428571428571,0.14189339947497062,3.020741140335263e-12,0.5243778124395674,False,True
35 +S_R,M,Bas-Saint-Laurent,industriel,1.3247674629404917,1.1625275032504576,0.3046591724984518,2.387406962417561,False,False
36 +S_R,M,Bas-Saint-Laurent,jardin,0.72860154480555,0.5902276442312114,0.06413929384456063,1.4607990886304165,False,False
37 +S_R,M,Bas-Saint-Laurent,maison,4.230257380010585,1.3263443808939603,0.49720064967575595,2.320522496931476,False,False
38 +S_R,M,Bas-Saint-Laurent,mode,2.931265391176066,0.807658148752276,0.2597732050829839,1.5500948130303767,False,False
39 +S_R,M,Bas-Saint-Laurent,plein_air,0.704186937933068,2.5255855588138485,0.012403597613187762,6.272411449734385,False,False
40 +S_R,M,Bas-Saint-Laurent,sante_beaute,2.2359758294217045,0.6099220521844073,0.16012610890052087,1.2206375871832622,False,False
41 +S_R,M,Bas-Saint-Laurent,viande_poisson,3.3669732332043067,2.287660486868432,0.7196836895471179,4.226364319044444,False,False
42 +S_R,M,Capitale-Nationale,alcool,4.520560041770371,0.7599584116246145,0.3200993563767008,1.2964325081562977,False,False
43 +S_R,M,Capitale-Nationale,animaux,0.40588751601636947,0.3943916880130527,0.1629808265528182,0.7492563277900766,False,True
44 +S_R,M,Capitale-Nationale,art,20.64038447946111,1.825200296487912,1.2903737857276776,2.4064912915062964,True,False
45 +S_R,M,Capitale-Nationale,autre,8.407217019429709,1.9927418397742573,1.0149843614315388,3.0462245236664782,True,False
46 +S_R,M,Capitale-Nationale,bijoux,4.336901014613772,0.8067460411807289,0.21825573564107767,1.544534471428186,False,False
47 +S_R,M,Capitale-Nationale,boissons,2.994114343874355,1.2399773553980797,0.45744891486816597,2.2224189012999833,False,False
48 +S_R,M,Capitale-Nationale,boulangerie,2.0577568603514274,0.8874677110218595,0.1030477265167158,1.8815154639506362,False,False
49 +S_R,M,Capitale-Nationale,cafe_the,3.403108080596084,0.6625768454272573,0.20440619601927923,1.2220450141320096,False,False
50 +S_R,M,Capitale-Nationale,chocolat,2.431005223782913,0.6185717122433269,0.25395185304227136,1.117720100748191,False,False
51 +S_R,M,Capitale-Nationale,enfants,3.027015653181535,1.3243175590860994,0.5701022898451339,2.190536779036751,False,False
52 +S_R,M,Capitale-Nationale,epicerie,21.21627744061823,0.8192344773249184,0.5986834524045654,1.0441947096249058,False,False
53 +S_R,M,Capitale-Nationale,erable,6.078492216146049,0.7482581734787326,0.36916692038013843,1.2095110481246354,False,False
54 +S_R,M,Capitale-Nationale,fromage_laitier,0.27506622157866284,0.3382607042579439,1.3687177940206221e-12,1.1429665539587277,False,False
55 +S_R,M,Capitale-Nationale,industriel,5.444525708685729,1.478828112827211,0.6879746327255353,2.34348033732634,False,False
56 +S_R,M,Capitale-Nationale,jardin,1.4730442985908065,0.36935104167478583,0.12520326830536085,0.7204705989342084,False,True
57 +S_R,M,Capitale-Nationale,maison,9.471120510757002,0.9191469164187092,0.6312725603717518,1.259253865558577,False,False
58 +S_R,M,Capitale-Nationale,mode,10.291663807313851,0.8777121122358597,0.5465279727057147,1.2388459435990111,False,False
59 +S_R,M,Capitale-Nationale,plein_air,2.5903748900465557,2.875615421992177,1.0216177407965923,4.8110751073513125,True,False
60 +S_R,M,Capitale-Nationale,sante_beaute,12.64426226044156,1.0675661340001017,0.7130122625507007,1.464374592767912,False,False
61 +S_R,M,Capitale-Nationale,viande_poisson,4.291222412743899,0.9024579882482681,0.34894382655950423,1.5242374737778708,False,False
62 +S_R,M,Centre-du-Québec,alcool,3.0195328047916217,1.0485232061586331,0.20513925024445412,2.0928441061100695,False,False
63 +S_R,M,Centre-du-Québec,animaux,1.1403461479451193,2.288755861628999,0.4015635388937532,5.1893587848510085,False,False
64 +S_R,M,Centre-du-Québec,art,5.370720210197827,0.9809931754713657,0.4651260906350122,1.6504103973376727,False,False
65 +S_R,M,Centre-du-Québec,autre,1.5061079346003747,0.7373871884477416,0.1185726198683831,1.8828160481650869,False,False
66 +S_R,M,Centre-du-Québec,bijoux,0.16184308616626752,0.06218593870751639,0.0030026119218220923,0.18499376969577624,False,True
67 +S_R,M,Centre-du-Québec,boissons,0.2506631411063544,0.21442556345575353,9.174703303192509e-13,0.6420411659910165,False,True
68 +S_R,M,Centre-du-Québec,boulangerie,1.2009426473810318,1.0698465250633895,0.06616468543050026,2.8463256672091553,False,False
69 +S_R,M,Centre-du-Québec,cafe_the,1.9558944303300878,0.7865867612738784,0.16634063441775296,1.6798892860347034,False,False
70 +S_R,M,Centre-du-Québec,chocolat,1.261480026510149,0.6630178978069886,0.2823919036893614,1.1408728943092172,False,False
71 +S_R,M,Centre-du-Québec,enfants,1.2869021913935774,1.1629571714527596,0.3175989866770427,2.191053319775854,False,False
72 +S_R,M,Centre-du-Québec,epicerie,15.23092681410689,1.2148036180132928,0.8432245126862667,1.5922393664843086,False,False
73 +S_R,M,Centre-du-Québec,erable,6.758996073505247,1.7186146472842365,0.8336393035449197,2.7068531832016927,False,False
74 +S_R,M,Centre-du-Québec,fromage_laitier,0.8484741264927023,2.1552298846994997,0.26934745544271943,5.110421095270701,False,False
75 +S_R,M,Centre-du-Québec,industriel,2.3080584975378127,1.2949266445027217,0.20581808130904708,2.8105305566928096,False,False
76 +S_R,M,Centre-du-Québec,jardin,2.6587043738392184,1.3770010798324592,0.39176685999611205,2.555512057572177,False,False
77 +S_R,M,Centre-du-Québec,maison,6.098815775914015,1.222558915433579,0.624929741099174,1.8526077200912596,False,False
78 +S_R,M,Centre-du-Québec,mode,3.444234515264584,0.6067362252985896,0.23650683920000856,1.090440908997772,False,False
79 +S_R,M,Centre-du-Québec,plein_air,0.4656084753276462,1.0676521271192718,0.15369419675938684,2.446298870050602,False,False
80 +S_R,M,Centre-du-Québec,sante_beaute,2.660299291572666,0.4639514134043523,0.20811768362650993,0.7606179822002234,False,True
81 +S_R,M,Centre-du-Québec,viande_poisson,3.371449436016808,1.464547054813156,0.5243838321341923,2.624270494297008,False,False
82 +S_R,M,Chaudière-Appalaches,alcool,4.841426323186989,1.0054055655255576,0.4455117364222919,1.6840238020941507,False,False
83 +S_R,M,Chaudière-Appalaches,animaux,1.0880358773227017,1.3059773627809868,0.15205506907189448,3.1487708062607105,False,False
84 +S_R,M,Chaudière-Appalaches,art,8.85129291443265,0.9668738937887265,0.5200138998022696,1.4894142886626593,False,False
85 +S_R,M,Chaudière-Appalaches,autre,4.553335100140743,1.333210629807422,0.4596149825862044,2.3847890007222077,False,False
86 +S_R,M,Chaudière-Appalaches,bijoux,1.808700877414594,0.4156181028528043,0.05569022549323374,0.9720688372140524,False,True
87 +S_R,M,Chaudière-Appalaches,boissons,1.594301374223786,0.8156168062146416,0.1575781462038913,1.8192581138278692,False,False
88 +S_R,M,Chaudière-Appalaches,boulangerie,1.8026551930184267,0.9603765343716475,0.2175519727585989,2.024586739082431,False,False
89 +S_R,M,Chaudière-Appalaches,cafe_the,3.3884748505945264,0.8149578597503133,0.2611124356722133,1.502698413863718,False,False
90 +S_R,M,Chaudière-Appalaches,chocolat,2.770533400605632,0.8708391135086706,0.3383331382752292,1.5768811894340022,False,False
91 +S_R,M,Chaudière-Appalaches,enfants,0.5830896667887009,0.31512523976631485,0.0516117909746857,0.6914061420376483,False,True
92 +S_R,M,Chaudière-Appalaches,epicerie,24.260819783775354,1.1572172009798203,0.8699221063021928,1.4516158835967299,False,False
93 +S_R,M,Chaudière-Appalaches,erable,10.174851351634098,1.5472270556420025,0.9205929434346833,2.286767054733593,False,False
94 +S_R,M,Chaudière-Appalaches,fromage_laitier,1.3498864697394108,2.050604492798809,0.5354929264285635,4.030890263860266,False,False
95 +S_R,M,Chaudière-Appalaches,industriel,1.924243246780727,0.645636373680266,0.12239331626151444,1.4025756158524314,False,False
96 +S_R,M,Chaudière-Appalaches,jardin,2.705018877157065,0.8378459877339033,0.25808782188775536,1.570471660640399,False,False
97 +S_R,M,Chaudière-Appalaches,maison,7.252248215623977,0.869413951697145,0.5111768485847079,1.2541800378788108,False,False
98 +S_R,M,Chaudière-Appalaches,mode,7.551875671434311,0.7955943778517179,0.3990077691288432,1.2766044872467135,False,False
99 +S_R,M,Chaudière-Appalaches,plein_air,0.9955551460802464,1.3652238839741198,0.2618833801773236,2.8781651137400672,False,False
100 +S_R,M,Chaudière-Appalaches,sante_beaute,7.794095659646914,0.81290051427,0.4683019837480717,1.2033407866558952,False,False
101 +S_R,M,Chaudière-Appalaches,viande_poisson,6.709560000399139,1.7430521599323388,0.8143779950487545,2.7838519540330506,False,False
102 +S_R,M,Côte-Nord,alcool,0.5525044495296212,0.731448791743193,1.7117576796460108e-12,1.8388937579771802,False,False
103 +S_R,M,Côte-Nord,animaux,0.12698412698412698,0.9716773057813062,6.794908312838755e-12,3.242155611478602,False,False
104 +S_R,M,Côte-Nord,art,1.7002943974014357,1.1840428893448125,0.4849714780667628,1.975209349498093,False,False
105 +S_R,M,Côte-Nord,autre,0.09546324439941462,0.17819090509747296,2.1543453094710243e-12,0.41577357077918975,False,True
106 +S_R,M,Côte-Nord,bijoux,0.1468253968253968,0.2150844824385021,1.2724954492864035e-12,0.5753845489442921,False,True
107 +S_R,M,Côte-Nord,boissons,0.014492753623188406,0.04726578160974565,2.334184153681766e-12,0.16730411831628292,False,True
108 +S_R,M,Côte-Nord,boulangerie,0.037037037037037035,0.12578976361854355,2.5267225262762777e-12,0.4227342949560882,False,True
109 +S_R,M,Côte-Nord,cafe_the,0.9116603515886588,1.3977971243388918,0.2138438344047797,3.0234009655774714,False,False
110 +S_R,M,Côte-Nord,chocolat,0.9374597034171502,1.8784832832942546,1.884842851968245e-12,6.215353049469522,False,False
111 +S_R,M,Côte-Nord,enfants,0.1893939393939394,0.6525204252493898,4.226076612594755e-12,1.6087973977407726,False,False
112 +S_R,M,Côte-Nord,epicerie,2.483457766066462,0.7551728650919791,0.05038034461334629,1.603236910404137,False,False
113 +S_R,M,Côte-Nord,erable,0.04995374653098983,0.04842551330862795,8.990017852131218e-13,0.13098599218426793,False,True
114 +S_R,M,Côte-Nord,fromage_laitier,0.0,0.0,5.59759429164244e-12,2.0555981423677097e-11,False,True
115 +S_R,M,Côte-Nord,industriel,0.30808737268703673,0.658994979907502,0.05979042198637485,1.4094241375380254,False,False
116 +S_R,M,Côte-Nord,jardin,0.3179164836773532,0.6277505898007744,0.09934587180284608,1.4040929871968075,False,False
117 +S_R,M,Côte-Nord,maison,1.013144223962667,0.7742931322376037,0.2623514789800104,1.42755934209012,False,False
118 +S_R,M,Côte-Nord,mode,3.1747870582252733,2.132218290180673,0.7985495213777108,3.8226913880254427,False,False
119 +S_R,M,Côte-Nord,plein_air,0.10629854778790948,0.9292789001949175,1.0832733529361027e-11,2.894078912589699,False,False
120 +S_R,M,Côte-Nord,sante_beaute,3.8342394008623395,2.5493594953478067,0.6404735721642725,4.680915627620526,False,False
121 +S_R,M,Côte-Nord,viande_poisson,0.0,0.0,1.069520421144737e-12,3.11223283472911e-12,False,True
122 +S_R,M,Estrie,alcool,12.541596420133493,1.7477421614760622,1.0934093522810846,2.4148688791981585,True,False
123 +S_R,M,Estrie,animaux,0.3979736872641363,0.32055560543944855,0.1067682271332976,0.6441791112325363,False,True
124 +S_R,M,Estrie,art,14.266611521014898,1.0457805023783242,0.6761735439869487,1.4580089395885165,False,False
125 +S_R,M,Estrie,autre,9.34435625801628,1.83601035433461,0.969268696579956,2.785849258648757,False,False
126 +S_R,M,Estrie,bijoux,5.758830435423829,0.8880114823353216,0.31333950655818116,1.5820321240493347,False,False
127 +S_R,M,Estrie,boissons,1.7553549943444464,0.6026113243061056,0.19467207235505815,1.1682666013845346,False,False
128 +S_R,M,Estrie,boulangerie,1.8842777477248418,0.6736438965163913,0.31115076296690386,1.1649592256725134,False,False
129 +S_R,M,Estrie,cafe_the,6.280566097932508,1.0136458819758098,0.5607404462289138,1.5201232754436627,False,False
130 +S_R,M,Estrie,chocolat,4.822186235891725,1.0171268050001552,0.42911576352591585,1.7001214634774613,False,False
131 +S_R,M,Estrie,enfants,1.9246144374319922,0.6979883389994085,0.28352658003334236,1.2525307408770348,False,False
132 +S_R,M,Estrie,epicerie,30.52626708066282,0.9771015272103774,0.7712352011410624,1.1795101866667614,False,False
133 +S_R,M,Estrie,erable,17.454318717213923,1.7810883531062152,1.2179372434909483,2.393670103925741,True,False
134 +S_R,M,Estrie,fromage_laitier,2.1040813303617507,2.144883789398931,0.4549061123388102,3.9919479476389355,False,False
135 +S_R,M,Estrie,industriel,3.644599430132368,0.8206054656315603,0.3184905212975164,1.4244124172951604,False,False
136 +S_R,M,Estrie,jardin,5.437806144015807,1.130249175620328,0.6587139560596551,1.6976588496071237,False,False
137 +S_R,M,Estrie,maison,7.983382839062096,0.6422401988110342,0.41716125252289693,0.9173178169888995,False,True
138 +S_R,M,Estrie,mode,10.375162830690302,0.7334801738123488,0.43590302940723924,1.0357263867406734,False,False
139 +S_R,M,Estrie,plein_air,0.3294989417993272,0.3032139400848553,0.11512025838432191,0.5823857851291155,False,True
140 +S_R,M,Estrie,sante_beaute,9.923109563689481,0.6945060557547774,0.4136877124185761,1.0372622858772123,False,False
141 +S_R,M,Estrie,viande_poisson,5.245405287193974,0.9144331798799096,0.4546905266551102,1.4220129571691942,False,False
142 +S_R,M,Gaspésie–Îles-de-la-Madeleine,alcool,2.6024800331362417,1.8375293350308564,0.368242597991601,3.7898230401373216,False,False
143 +S_R,M,Gaspésie–Îles-de-la-Madeleine,animaux,0.008411363275670528,0.03432714938373572,2.96060419978856e-12,0.12200625647328196,False,True
144 +S_R,M,Gaspésie–Îles-de-la-Madeleine,art,2.2418293220549432,0.8326156762689623,0.26441824503218364,1.7029126092147817,False,False
145 +S_R,M,Gaspésie–Îles-de-la-Madeleine,autre,0.6272158340377685,0.6244031497109085,1.1198351349399174e-12,1.8516682151171613,False,False
146 +S_R,M,Gaspésie–Îles-de-la-Madeleine,bijoux,0.045084306869355294,0.035223460495735645,8.898434157347675e-13,0.09167294920686954,False,True
147 +S_R,M,Gaspésie–Îles-de-la-Madeleine,boissons,0.14414996767937943,0.2507316808029843,2.0538553301121697e-12,0.6713501574954787,False,True
148 +S_R,M,Gaspésie–Îles-de-la-Madeleine,boulangerie,1.070530985066539,1.9391304896329902,0.28452052739941763,4.952778267404395,False,False
149 +S_R,M,Gaspésie–Îles-de-la-Madeleine,cafe_the,0.6305041261068781,0.5155819871265102,0.05467199309721913,1.2281345828211352,False,False
150 +S_R,M,Gaspésie–Îles-de-la-Madeleine,chocolat,1.328986502415145,1.4202801717083402,0.12760510198696912,3.7316754476579277,False,False
151 +S_R,M,Gaspésie–Îles-de-la-Madeleine,enfants,0.5189434019480889,0.953557212803802,0.07263768352950617,2.3346920844079992,False,False
152 +S_R,M,Gaspésie–Îles-de-la-Madeleine,epicerie,5.510716638329794,0.8937095645359552,0.46845332428845626,1.4050736182522403,False,False
153 +S_R,M,Gaspésie–Îles-de-la-Madeleine,erable,1.7601543156884243,0.9100298539754768,0.043623811057625604,1.9235409376595078,False,False
154 +S_R,M,Gaspésie–Îles-de-la-Madeleine,fromage_laitier,0.17260726244338004,0.8915026572146102,4.455142711091018e-12,3.1515249974167405,False,False
155 +S_R,M,Gaspésie–Îles-de-la-Madeleine,industriel,0.16002043728192414,0.18255023165524825,0.016247457540149054,0.4058673427967669,False,True
156 +S_R,M,Gaspésie–Îles-de-la-Madeleine,jardin,0.48328736966971375,0.5089536771320957,0.012334959696549713,1.5703512614038224,False,False
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288 +S_R,M,Nord-du-Québec,boulangerie,0.07407407407407407,1.3417574785977977,1.2867356549647336e-11,4.2268472129190515,False,False
289 +S_R,M,Nord-du-Québec,cafe_the,0.0041841004184100415,0.03421463427021304,5.553448966202593e-12,1.2147217744519545,False,False
290 +S_R,M,Nord-du-Québec,chocolat,0.5851851851851853,6.253840154024127,1.6378632223758923e-11,13.526100497081103,False,False
291 +S_R,M,Nord-du-Québec,enfants,0.04184100418410042,0.768827413180871,1.2794248058567985e-11,2.7841934020624275,False,False
292 +S_R,M,Nord-du-Québec,epicerie,0.5,0.8108832509366908,1.1785635786564524e-12,2.496383689382388,False,False
293 +S_R,M,Nord-du-Québec,erable,0.6185185185185185,3.1978464164852953,7.723824006258666e-12,8.239647539565533,False,False
294 +S_R,M,Nord-du-Québec,fromage_laitier,0.0,0.0,2.0769080309895703e-11,7.561105755027384,False,False
295 +S_R,M,Nord-du-Québec,industriel,0.0,0.0,4.822224379357052e-12,1.6418612197870817,False,False
296 +S_R,M,Nord-du-Québec,jardin,0.037037037037037035,0.3900399094427006,7.683636806961888e-12,1.5686938369989185,False,False
297 +S_R,M,Nord-du-Québec,maison,0.07531380753138076,0.30697815140870693,2.8962347409577676e-12,0.9421673608387434,False,True
298 +S_R,M,Nord-du-Québec,mode,0.5031768169843484,1.8023387272991582,5.351298158119899e-12,3.5233391774347744,False,False
299 +S_R,M,Nord-du-Québec,plein_air,0.0,0.0,1.8854303598056537e-11,7.339045126552125,False,False
300 +S_R,M,Nord-du-Québec,sante_beaute,0.0,0.0,1.5530586335798704e-12,0.5286318486674682,False,True
301 +S_R,M,Nord-du-Québec,viande_poisson,0.0,0.0,3.764864586773188e-12,1.2948862532852679,False,False
302 +S_R,M,Outaouais,alcool,1.0902101970853615,0.6414692885846913,0.08003861627809605,1.6212936513887852,False,False
303 +S_R,M,Outaouais,animaux,0.07295639843147653,0.24811526833591616,0.02063512480112973,0.7565041540738857,False,True
304 +S_R,M,Outaouais,art,2.806995978976549,0.8687655331024858,0.29455578149507244,1.6530667492916016,False,False
305 +S_R,M,Outaouais,autre,0.9455603528560235,0.7844334046387009,0.061300864014860144,1.8401594571447277,False,False
306 +S_R,M,Outaouais,bijoux,0.9894953562308405,0.6442273193476676,5.904502454585043e-13,2.096488958473113,False,False
307 +S_R,M,Outaouais,boissons,2.230921465102016,3.233684900578841,0.17133860198956277,7.427708662682528,False,False
308 +S_R,M,Outaouais,boulangerie,0.602107917216322,0.9088681509539367,0.10924958829305761,2.026071598625088,False,False
309 +S_R,M,Outaouais,cafe_the,0.9956198718187174,0.6784566649131398,0.1622096588841534,1.5983906807119692,False,False
310 +S_R,M,Outaouais,chocolat,3.1638997641529416,2.817701115432028,1.0204883924490658,5.0540389911488095,True,False
311 +S_R,M,Outaouais,enfants,0.6460407674344495,0.9892485886383915,0.04185304035215419,2.756311188415274,False,False
312 +S_R,M,Outaouais,epicerie,8.521200452017716,1.1516164540692209,0.715677430158081,1.6112577762961136,False,False
313 +S_R,M,Outaouais,erable,1.8890603334149147,0.8138970562817159,0.13296441375128049,1.88552088881774,False,False
314 +S_R,M,Outaouais,fromage_laitier,0.04339862658201181,0.1867920193007499,4.671573398855828e-12,0.5722620011415814,False,True
315 +S_R,M,Outaouais,industriel,1.4171631345111435,1.347241759097428,0.04803435409589226,3.0920629298405586,False,False
316 +S_R,M,Outaouais,jardin,1.6049447355458109,1.4084831234538613,0.32684053219978515,2.7620541075236273,False,False
317 +S_R,M,Outaouais,maison,1.8772833949878827,0.6376486653565293,0.336287282092144,1.0137882723287945,False,False
318 +S_R,M,Outaouais,mode,1.455432827196293,0.4344369051618387,0.07496705011583142,1.0516452038010198,False,False
319 +S_R,M,Outaouais,plein_air,0.053274824865230865,0.20699423856086285,3.400551923187978e-12,0.7379363598738342,False,True
320 +S_R,M,Outaouais,sante_beaute,3.2765768872251306,0.9682548944887219,0.36447986519474734,1.7664107915352112,False,False
321 +S_R,M,Outaouais,viande_poisson,2.3178567143491677,1.7060847404309187,0.40730165298835846,3.442141057068389,False,False
322 +S_R,M,Saguenay–Lac-Saint-Jean,alcool,1.557643260365627,0.34014523830777543,0.09924831578452406,0.6552981847605573,False,True
323 +S_R,M,Saguenay–Lac-Saint-Jean,animaux,0.3293327955550014,0.4156768622657629,0.09348308198335227,0.9041019111138638,False,True
324 +S_R,M,Saguenay–Lac-Saint-Jean,art,11.921491883700014,1.3693742784851426,0.867414226472512,1.9808605262890908,False,False
325 +S_R,M,Saguenay–Lac-Saint-Jean,autre,2.950140486087737,0.9083229548007228,0.1771607882032045,1.8706245959328685,False,False
326 +S_R,M,Saguenay–Lac-Saint-Jean,bijoux,5.8909241680075315,1.4234413449612113,0.5761224662345943,2.491990911163712,False,False
327 +S_R,M,Saguenay–Lac-Saint-Jean,boissons,0.4849721558896777,0.26089213566831226,0.09925765353265678,0.49420982524654095,False,True
328 +S_R,M,Saguenay–Lac-Saint-Jean,boulangerie,1.718182216819856,0.9625571698966732,0.37257986804595206,1.8197156019628564,False,False
329 +S_R,M,Saguenay–Lac-Saint-Jean,cafe_the,6.252171570847108,1.581212397593399,0.7337630811820185,2.544686690460837,False,False
330 +S_R,M,Saguenay–Lac-Saint-Jean,chocolat,5.684217903715984,1.8787703274233536,0.8729963434126277,2.974977547640899,False,False
331 +S_R,M,Saguenay–Lac-Saint-Jean,enfants,0.6786586483005725,0.3856804891186875,0.17759582608505045,0.6614617174593328,False,True
332 +S_R,M,Saguenay–Lac-Saint-Jean,epicerie,18.48387047427204,0.9271089266022945,0.6623253251225417,1.2269774826785917,False,False
333 +S_R,M,Saguenay–Lac-Saint-Jean,erable,2.7756345019245012,0.44383003918861014,0.1396617413559628,0.8350415191104342,False,True
334 +S_R,M,Saguenay–Lac-Saint-Jean,fromage_laitier,0.3196751837773445,0.5106484538238877,0.052386591384183494,1.4321919167791555,False,False
335 +S_R,M,Saguenay–Lac-Saint-Jean,industriel,2.070270384165863,0.7304382805262123,0.30122443735540816,1.3695086728216177,False,False
336 +S_R,M,Saguenay–Lac-Saint-Jean,jardin,4.5847277226173295,1.4932615427389413,0.7265541820103375,2.389805919082615,False,False
337 +S_R,M,Saguenay–Lac-Saint-Jean,maison,10.180230662948114,1.2833348886055418,0.8788999548470646,1.732190620994806,False,False
338 +S_R,M,Saguenay–Lac-Saint-Jean,mode,6.562916663713209,0.7270465218240113,0.39792654774868375,1.1159456124526834,False,False
339 +S_R,M,Saguenay–Lac-Saint-Jean,plein_air,0.2926374312697539,0.42198485974304883,0.1392848819715367,0.9020809155425467,False,True
340 +S_R,M,Saguenay–Lac-Saint-Jean,sante_beaute,9.517508807140066,1.043814658454939,0.6206439601283237,1.5116119151686305,False,False
341 +S_R,M,Saguenay–Lac-Saint-Jean,viande_poisson,4.744793078882663,1.2961702745619492,0.5123300620693738,2.1770977653310273,False,False
342 +S_R,L,Abitibi-Témiscamingue,alcool,21.0,0.30812462047513417,0.034160592547326944,2.199449138014026,False,False
343 +S_R,L,Abitibi-Témiscamingue,animaux,8.0,0.03656798813742221,3.0836165102443797e-15,0.9399469926771369,False,True
344 +S_R,L,Abitibi-Témiscamingue,art,103.0,0.13191471271006325,0.019580599413198948,1.0080218363223077,False,False
345 +S_R,L,Abitibi-Témiscamingue,autre,24.0,0.24981262364711201,0.04785379984374921,2.818425435501235,False,False
346 +S_R,L,Abitibi-Témiscamingue,bijoux,650.0,1.3762474736014378,1.0842832685403777e-15,6.982916899439866,False,False
347 +S_R,L,Abitibi-Témiscamingue,boissons,27.0,0.7418033768102223,0.02128429273126149,4.5582857087343305,False,False
348 +S_R,L,Abitibi-Témiscamingue,boulangerie,38.0,1.03607270100773,4.4696487998220206e-14,5.956314817616893,False,False
349 +S_R,L,Abitibi-Témiscamingue,cafe_the,117.0,1.0534812240031217,0.05507700018023098,5.551108592841547,False,False
350 +S_R,L,Abitibi-Témiscamingue,chocolat,60.0,0.6372629289292989,0.052333951406106444,3.3896380166003572,False,False
351 +S_R,L,Abitibi-Témiscamingue,enfants,36.0,0.1578941194383943,0.021848435103011134,0.5304846644867841,False,True
352 +S_R,L,Abitibi-Témiscamingue,epicerie,279.0,0.5479906458390147,0.059153742719612754,2.8095794618262633,False,False
353 +S_R,L,Abitibi-Témiscamingue,erable,77.0,1.3586702014916474,0.3064093287232288,6.419794301150902,False,False
354 +S_R,L,Abitibi-Témiscamingue,fromage_laitier,95.0,4.096735924601671,0.03863015098917317,27.11411921008514,False,False
355 +S_R,L,Abitibi-Témiscamingue,industriel,117.0,0.15228834209488473,0.00556614586391529,1.7705570797278418,False,False
356 +S_R,L,Abitibi-Témiscamingue,jardin,11.0,0.10579341726667636,0.015301157547604192,0.58022029847133,False,True
357 +S_R,L,Abitibi-Témiscamingue,maison,302.0,0.8306366646508246,0.12699879194265107,4.243868347947324,False,False
358 +S_R,L,Abitibi-Témiscamingue,mode,2968.0,5.188177285550444,0.15972397337334826,8.862108089870917,False,False
359 +S_R,L,Abitibi-Témiscamingue,plein_air,2.0,0.018877200068634702,1.3153708462837401e-14,0.38204174205482155,False,True
360 +S_R,L,Abitibi-Témiscamingue,sante_beaute,208.0,0.4325372030820751,0.05304482339082887,2.610814878738508,False,False
361 +S_R,L,Abitibi-Témiscamingue,viande_poisson,63.0,0.7886859551611232,0.03666472398257887,4.221274985184798,False,False
362 +S_R,L,Bas-Saint-Laurent,alcool,40.0,0.5313778133974487,0.0574743236375122,3.0396556219535054,False,False
363 +S_R,L,Bas-Saint-Laurent,animaux,50.0,0.20692711548197829,0.0519927015837688,3.2246169341779227,False,False
364 +S_R,L,Bas-Saint-Laurent,art,1478.0,1.7138261471959053,0.12301380310159524,5.397682151544737,False,False
365 +S_R,L,Bas-Saint-Laurent,autre,18.0,0.1696336328748085,0.05445270148515016,1.1911689735407731,False,False
366 +S_R,L,Bas-Saint-Laurent,bijoux,364.0,0.6977837973284675,0.008560639147739735,1.4730542885686324,False,False
367 +S_R,L,Bas-Saint-Laurent,boissons,13.0,0.32337371295176953,2.91991570905035e-14,1.9477834999262407,False,False
368 +S_R,L,Bas-Saint-Laurent,boulangerie,7.0,0.17279890787241964,0.012533911084381573,0.997696189539755,False,True
369 +S_R,L,Bas-Saint-Laurent,cafe_the,45.0,0.36685105365620413,0.028618760900278276,1.886598286156011,False,False
370 +S_R,L,Bas-Saint-Laurent,chocolat,51.0,0.4904264672704418,0.05131816218808171,3.0229635460602204,False,False
371 +S_R,L,Bas-Saint-Laurent,enfants,102.0,0.4050418944503412,0.0664346548813304,0.9094207408353053,False,True
372 +S_R,L,Bas-Saint-Laurent,epicerie,235.0,0.41790072371881504,0.15298704348666875,1.7289773025398794,False,False
373 +S_R,L,Bas-Saint-Laurent,erable,168.0,2.6839160419790105,0.7929469360476601,11.44739119968839,False,False
374 +S_R,L,Bas-Saint-Laurent,fromage_laitier,1.0,0.03904367455098636,1.7436751037224397e-14,0.3622734707977571,False,True
375 +S_R,L,Bas-Saint-Laurent,industriel,308.0,0.3629675771911687,0.09702188304058085,2.1213692974590947,False,False
376 +S_R,L,Bas-Saint-Laurent,jardin,166.0,1.4454742771255753,0.03776437545497962,7.989359756973474,False,False
377 +S_R,L,Bas-Saint-Laurent,maison,869.0,2.164014914940188,0.4482793725728377,3.5881450760964153,False,False
378 +S_R,L,Bas-Saint-Laurent,mode,1131.0,1.7899868289487295,0.20687235194626516,3.9762875494841725,False,False
379 +S_R,L,Bas-Saint-Laurent,plein_air,9.0,0.0769106375665922,0.007190370323245873,1.65937766682582,False,False
380 +S_R,L,Bas-Saint-Laurent,sante_beaute,403.0,0.7587548810500411,0.16073108327761085,2.2381931562733945,False,False
381 +S_R,L,Bas-Saint-Laurent,viande_poisson,292.0,3.3096550230782382,0.629587680566523,14.975672583153477,False,False
382 +S_R,L,Capitale-Nationale,alcool,125.0,0.2685471828008833,0.08066674748526559,1.0813249627929282,False,False
383 +S_R,L,Capitale-Nationale,animaux,42.0,0.02811019456554507,0.008908230860745544,0.39922898372188725,False,True
384 +S_R,L,Capitale-Nationale,art,6612.0,1.2399162076982093,0.26329732107195347,6.0205676392599345,False,False
385 +S_R,L,Capitale-Nationale,autre,373.0,0.5684803420494782,0.11301287582532733,3.7049789889145126,False,False
386 +S_R,L,Capitale-Nationale,bijoux,2370.0,0.7347422348361144,0.11583561566264403,2.712749874991853,False,False
387 +S_R,L,Capitale-Nationale,boissons,64.0,0.2574592481123529,0.09896275834427912,1.0245289678203768,False,False
388 +S_R,L,Capitale-Nationale,boulangerie,70.0,0.2794526002718079,0.0651903859129889,1.1259708050687431,False,False
389 +S_R,L,Capitale-Nationale,cafe_the,174.0,0.2294001338664868,0.06269077209447056,0.8480030974684327,False,True
390 +S_R,L,Capitale-Nationale,chocolat,111.0,0.17262109393365127,0.05897736392270309,0.6673069577301844,False,True
391 +S_R,L,Capitale-Nationale,enfants,784.0,0.5034808981892562,0.06971008376229726,2.3682969696036293,False,False
392 +S_R,L,Capitale-Nationale,epicerie,935.0,0.26889580911722377,0.11732377707912653,0.8926362413944529,False,True
393 +S_R,L,Capitale-Nationale,erable,201.0,0.5193054298031289,0.1885299353847147,1.7505886019989558,False,False
394 +S_R,L,Capitale-Nationale,fromage_laitier,9.0,0.05682773612750791,1.4454718300964326e-14,0.3547153412702772,False,True
395 +S_R,L,Capitale-Nationale,industriel,18757.0,3.5747663087282753,0.12274194140899757,6.399450303886394,False,False
396 +S_R,L,Capitale-Nationale,jardin,103.0,0.1450463037289287,0.05564093847168237,0.5014200631733048,False,True
397 +S_R,L,Capitale-Nationale,maison,1069.0,0.43051207810938136,0.1873124984790464,1.2665622907468272,False,False
398 +S_R,L,Capitale-Nationale,mode,1512.0,0.3869957390551134,0.14838745100753747,1.2162312288728212,False,False
399 +S_R,L,Capitale-Nationale,plein_air,347.0,0.47955733559819086,0.09604391359375536,3.816925170210384,False,False
400 +S_R,L,Capitale-Nationale,sante_beaute,1554.0,0.47316719594062967,0.1783476445068827,1.6609750987639724,False,False
401 +S_R,L,Capitale-Nationale,viande_poisson,343.0,0.6287256208561744,0.15119061781870563,2.526782528193163,False,False
402 +S_R,L,Centre-du-Québec,alcool,48.0,0.39188829761034594,0.09985877806294675,3.1614347744034723,False,False
403 +S_R,L,Centre-du-Québec,animaux,50.0,0.12717303484623504,0.04148418233073319,2.6544209914106127,False,False
404 +S_R,L,Centre-du-Québec,art,306.0,0.21806772278086264,0.07607241427486917,1.8284077895736381,False,False
405 +S_R,L,Centre-du-Québec,autre,29.0,0.16796356635002088,0.0664539212612938,1.2730536536703816,False,False
406 +S_R,L,Centre-du-Québec,bijoux,35.0,0.04123492159123195,0.001889326513013923,0.40548531196282045,False,True
407 +S_R,L,Centre-du-Québec,boissons,152.0,2.3237134962331583,6.886297429280118e-14,4.075552226645707,False,False
408 +S_R,L,Centre-du-Québec,boulangerie,57.0,0.8647596966833436,0.08253454125623944,8.678596377801645,False,False
409 +S_R,L,Centre-du-Québec,cafe_the,630.0,3.1564247348572496,0.7244139234983404,7.52642796022443,False,False
410 +S_R,L,Centre-du-Québec,chocolat,248.0,1.4656593280345422,0.5010955450801317,2.2830490709459186,False,False
411 +S_R,L,Centre-du-Québec,enfants,69.0,0.1683939546219401,0.025692726746570103,1.6492014324727367,False,False
412 +S_R,L,Centre-du-Québec,epicerie,2308.0,2.5224275260715134,1.2278775370248554,3.8578155588730847,True,False
413 +S_R,L,Centre-du-Québec,erable,161.0,1.5807498599460423,0.4630524447009646,10.795102155902214,False,False
414 +S_R,L,Centre-du-Québec,fromage_laitier,16.0,0.3839266843406097,0.02336997002943632,4.930625220071943,False,False
415 +S_R,L,Centre-du-Québec,industriel,122.0,0.08835977031185101,0.029838015873435028,0.9668202236459807,False,True
416 +S_R,L,Centre-du-Québec,jardin,101.0,0.5405069528481677,0.05940735528775294,5.05591755348912,False,False
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530 +S_R,L,Laurentides,chocolat,207.0,0.5721699803849459,0.2091029970453981,1.6173432134505135,False,False
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533 +S_R,L,Laurentides,erable,337.0,1.5475352281760395,0.6582340322487847,3.8558248480263524,False,False
534 +S_R,L,Laurentides,fromage_laitier,42.0,0.4713580985834436,0.13392703236125758,2.032706472969338,False,False
535 +S_R,L,Laurentides,industriel,1673.0,0.566714149164444,0.053244279508165564,3.4246424152935373,False,False
536 +S_R,L,Laurentides,jardin,907.0,2.2701814226850887,0.38874214694774917,7.079451604731422,False,False
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538 +S_R,L,Laurentides,mode,3195.0,1.453480105540534,0.32086893008176254,2.491509077983952,False,False
539 +S_R,L,Laurentides,plein_air,5187.0,12.741223939006664,0.3940839588863342,16.916075487108987,False,False
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542 +S_R,L,Laval,alcool,64.0,0.7488780458419927,1.6570565116579576e-14,5.285584331174751,False,False
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547 +S_R,L,Laval,boissons,46.0,1.0078755075855845,1.3725205925550068e-14,7.233114568790356,False,False
548 +S_R,L,Laval,boulangerie,29.0,0.6305632415906419,0.06498235564527007,3.759253865901846,False,False
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550 +S_R,L,Laval,chocolat,86.0,0.728433439257838,0.28926061516554746,2.773585725407649,False,False
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552 +S_R,L,Laval,epicerie,508.0,0.7957134008543614,0.1652687079980745,3.7612617741659644,False,False
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559 +S_R,L,Laval,plein_air,6.0,0.04516300714950011,4.575872967046988e-15,1.34921047727231,False,False
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562 +S_R,L,Mauricie,alcool,37.0,1.1210891491502104,0.23604864146550622,4.47309170260691,False,False
563 +S_R,L,Mauricie,animaux,4.0,0.03775742686303451,1.86467869443845e-14,0.6086077882044334,False,True
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566 +S_R,L,Mauricie,bijoux,897.0,3.9219941291730813,5.242588432759071e-15,9.539136949941982,False,False
567 +S_R,L,Mauricie,boissons,3.0,0.17020707742403884,4.0322470934576624e-14,0.7535515425328552,False,True
568 +S_R,L,Mauricie,boulangerie,9.0,0.5067344864508254,4.098944141906485e-14,2.7200946669967605,False,False
569 +S_R,L,Mauricie,cafe_the,90.0,1.6734578012877221,0.015007926170573792,7.557337598269593,False,False
570 +S_R,L,Mauricie,chocolat,16.0,0.35092855300869286,0.05973333393097358,1.4071201755251033,False,False
571 +S_R,L,Mauricie,enfants,7.0,0.0634005189802764,0.006386960230907612,0.2719230314792342,False,True
572 +S_R,L,Mauricie,epicerie,210.0,0.8517645376969105,0.25907148111660694,2.9254829184768614,False,False
573 +S_R,L,Mauricie,erable,88.0,3.206544826413789,0.7361041973875561,11.289942070114664,False,False
574 +S_R,L,Mauricie,fromage_laitier,1.0,0.08905241121307876,4.1259370007236813e-14,0.6696285501820781,False,True
575 +S_R,L,Mauricie,industriel,68.0,0.18277678240667608,0.03682558769670651,1.1523207520914087,False,False
576 +S_R,L,Mauricie,jardin,6.0,0.11916494831567209,0.021724369171097584,0.4609187876165159,False,True
577 +S_R,L,Mauricie,maison,605.0,3.4362982182569426,0.33288232748859353,8.32333491977288,False,False
578 +S_R,L,Mauricie,mode,57.0,0.20575816832258753,0.05803526592349583,0.6689733867449226,False,True
579 +S_R,L,Mauricie,plein_air,5.0,0.09745607254790979,0.006911524907897291,1.643425427253041,False,False
580 +S_R,L,Mauricie,sante_beaute,230.0,0.9876868844521692,0.175697700634538,3.273413549483334,False,False
581 +S_R,L,Mauricie,viande_poisson,61.0,1.5769746449613549,0.1606502913987025,6.399340238861366,False,False
582 +S_R,L,Montréal,alcool,295.0,0.36688549796293596,0.07002780006278764,0.8666887105695773,False,True
583 +S_R,L,Montréal,animaux,893.0,0.34599033075142477,0.01604800130463514,3.5423884081475974,False,False
584 +S_R,L,Montréal,art,6274.0,0.6810859921226313,0.1360083121742947,2.3034295201294333,False,False
585 +S_R,L,Montréal,autre,376.0,0.3317358492715211,0.12346634695807082,1.3473974011257015,False,False
586 +S_R,L,Montréal,bijoux,7967.0,1.4298135810412689,0.6738344005454456,2.9110978122810542,False,False
587 +S_R,L,Montréal,boissons,951.0,2.214659590240196,0.8412902996981926,3.298672454022409,False,False
588 +S_R,L,Montréal,boulangerie,969.0,2.2394008251010136,1.2355251657487059,3.2846170522372655,True,False
589 +S_R,L,Montréal,cafe_the,1876.0,1.4317763832724488,0.7945845636838154,2.2942178385129504,False,False
590 +S_R,L,Montréal,chocolat,1217.0,1.0956186232662035,0.48278373351084414,1.7428600020346916,False,False
591 +S_R,L,Montréal,enfants,3590.0,1.334625215961333,0.3474499736497472,3.0562852192495673,False,False
592 +S_R,L,Montréal,epicerie,9804.0,1.6322011033525743,0.6914156466358967,2.480247710515389,False,False
593 +S_R,L,Montréal,erable,185.0,0.2766919195990201,0.09918896992339929,0.47062794523890306,False,True
594 +S_R,L,Montréal,fromage_laitier,583.0,2.1310043799727123,0.1881567487330333,3.5006421297444232,False,False
595 +S_R,L,Montréal,industriel,623.0,0.06873378597220456,0.02845660360680855,0.3983891111886723,False,True
596 +S_R,L,Montréal,jardin,781.0,0.6366759089306651,0.15769244745794905,1.6569546930864476,False,False
597 +S_R,L,Montréal,maison,2866.0,0.6681619849882242,0.43523142069717147,1.090048261840629,False,False
598 +S_R,L,Montréal,mode,13692.0,2.028706517566083,1.1356482197153475,3.4322069635913404,True,False
599 +S_R,L,Montréal,plein_air,103.0,0.08240360854461291,0.024547073524885887,0.894543215626058,False,True
600 +S_R,L,Montréal,sante_beaute,7461.0,1.3150994474155029,0.4918900202155774,2.1633082380734905,False,False
601 +S_R,L,Montréal,viande_poisson,913.0,0.968803630742806,0.24994841435848392,1.6479405482478242,False,False
602 +S_R,L,Montérégie,alcool,982.0,1.2945141182797026,0.2360862212610755,4.413857320222021,False,False
603 +S_R,L,Montérégie,animaux,11190.0,4.59546394957259,0.5240287664246119,9.252176031034256,False,False
604 +S_R,L,Montérégie,art,24737.0,2.8463692364278805,0.13229122379693362,3.98559508111754,False,False
605 +S_R,L,Montérégie,autre,145.0,0.13559989013467905,0.038984281313300825,0.7864896014543179,False,True
606 +S_R,L,Montérégie,bijoux,2314.0,0.44018448317104053,0.07758013796600315,1.522815899548309,False,False
607 +S_R,L,Montérégie,boissons,109.0,0.2690541755013329,0.09171179700852902,0.9450818380878235,False,True
608 +S_R,L,Montérégie,boulangerie,251.0,0.614849115015149,0.21018344055311128,1.8975634901811882,False,False
609 +S_R,L,Montérégie,cafe_the,774.0,0.6261380482629837,0.16293645583378735,1.968119406776356,False,False
610 +S_R,L,Montérégie,chocolat,591.0,0.5639532221737581,0.08972144247878319,1.9885953326455998,False,False
611 +S_R,L,Montérégie,enfants,1949.0,0.7680040150703018,0.05881350353497499,2.82697202843515,False,False
612 +S_R,L,Montérégie,epicerie,3259.0,0.5750975254926484,0.22313159353596707,1.6883561247615735,False,False
613 +S_R,L,Montérégie,erable,552.0,0.8750857255074987,0.4272692909821731,2.4814982836151374,False,False
614 +S_R,L,Montérégie,fromage_laitier,50.0,0.19371915494708047,0.047633117364756714,0.8821466740821361,False,True
615 +S_R,L,Montérégie,industriel,2403.0,0.2810106401807735,0.06596524067470698,1.9959551241982068,False,False
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617 +S_R,L,Montérégie,maison,2013.0,0.4974347551848736,0.21811177769777282,1.3658918737462598,False,False
618 +S_R,L,Montérégie,mode,2809.0,0.4411546356380149,0.08671591292623507,1.3883809648502545,False,False
619 +S_R,L,Montérégie,plein_air,178.0,0.15094397474503046,0.034093677690995694,2.146087565393283,False,False
620 +S_R,L,Montérégie,sante_beaute,1693.0,0.3163044393856794,0.12396277109910137,0.9937613637593786,False,True
621 +S_R,L,Montérégie,viande_poisson,574.0,0.6456001855603345,0.2106963443573803,1.8645231845129469,False,False
622 +S_R,L,Nord-du-Québec,alcool,0.0,0.0,7.765934881806224e-14,4.00555261775588,False,False
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642 +S_R,L,Outaouais,alcool,643.0,1.4692606872653367,0.11125409131777687,5.21681492001076,False,False
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681 +S_R,L,Saguenay–Lac-Saint-Jean,viande_poisson,191.0,0.7856133323021556,0.2267699515944395,2.3960101630053012,False,False
682 +S_R,T,Abitibi-Témiscamingue,alcool,21.0,0.20442202317164407,0.021787951088430183,1.4491597060154626,False,False
683 +S_R,T,Abitibi-Témiscamingue,animaux,8.0,0.08500637254849505,6.753506182964388e-15,1.066973173369935,False,False
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690 +S_R,T,Abitibi-Témiscamingue,chocolat,60.0,0.4579883103288102,0.04450082110607091,2.2437318045221377,False,False
691 +S_R,T,Abitibi-Témiscamingue,enfants,36.0,0.1483021542679198,0.02374336128552644,0.56859290536245,False,True
692 +S_R,T,Abitibi-Témiscamingue,epicerie,279.0,0.46301176142421074,0.051528630581994285,2.1751167441530015,False,False
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694 +S_R,T,Abitibi-Témiscamingue,fromage_laitier,95.0,5.501218853446723,0.06880536711023799,24.6002296005799,False,False
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702 +S_R,T,Bas-Saint-Laurent,alcool,40.0,0.3525369946605645,0.041686773586337864,2.0420771813090046,False,False
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705 +S_R,T,Bas-Saint-Laurent,autre,18.0,0.2726653318077803,0.11858571884410253,0.9784835715045233,False,True
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711 +S_R,T,Bas-Saint-Laurent,enfants,102.0,0.38043586252230255,0.061448523316647526,0.9135472711231202,False,True
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719 +S_R,T,Bas-Saint-Laurent,plein_air,9.0,0.3537279980209042,0.04456013039038325,1.6795047313223614,False,False
720 +S_R,T,Bas-Saint-Laurent,sante_beaute,403.0,0.7532249911031766,0.1691877178866016,1.9999832436270917,False,False
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722 +S_R,T,Capitale-Nationale,alcool,125.0,0.36389298729360164,0.13103408007394254,0.9892852600587798,False,True
723 +S_R,T,Capitale-Nationale,animaux,35.0,0.11122049590749426,0.0341196169745283,0.7221120756281476,False,True
724 +S_R,T,Capitale-Nationale,art,6562.0,3.9853379801773476,1.8413601463392633,5.443149207833258,True,False
725 +S_R,T,Capitale-Nationale,autre,334.0,1.6711785441458655,0.36881975469996625,3.828167509348291,False,False
726 +S_R,T,Capitale-Nationale,bijoux,2343.0,1.192595640393811,0.2696392239389948,2.3980090053160295,False,False
727 +S_R,T,Capitale-Nationale,boissons,63.0,0.5576774739509044,0.255548702153994,1.1730229103662737,False,False
728 +S_R,T,Capitale-Nationale,boulangerie,70.0,0.39903218519215927,0.1074443530932161,0.9616188754653437,False,True
729 +S_R,T,Capitale-Nationale,cafe_the,174.0,0.3375850095897734,0.10984620090280517,0.7206425438794359,False,True
730 +S_R,T,Capitale-Nationale,chocolat,110.0,0.2511025446087014,0.09378573820055211,0.5861277341669532,False,True
731 +S_R,T,Capitale-Nationale,enfants,779.0,0.9597048783087242,0.152379856928512,2.8459782751432385,False,False
732 +S_R,T,Capitale-Nationale,epicerie,919.0,0.456098471667645,0.26376554080695125,0.8346739901713319,False,True
733 +S_R,T,Capitale-Nationale,erable,201.0,0.5938535643852475,0.2601748273371422,1.2257191547359572,False,False
734 +S_R,T,Capitale-Nationale,fromage_laitier,8.0,0.1385417248018752,1.4272084476142122e-14,0.527616242602219,False,True
735 +S_R,T,Capitale-Nationale,industriel,1194.0,1.2242405043096611,0.13770316647637876,2.9812424538371953,False,False
736 +S_R,T,Capitale-Nationale,jardin,99.0,0.16636294899853238,0.06888416168088807,0.38526196064437923,False,True
737 +S_R,T,Capitale-Nationale,maison,1019.0,0.6528951423496684,0.35119848594682646,1.0953843267412569,False,False
738 +S_R,T,Capitale-Nationale,mode,1432.0,0.44207477339022744,0.19718910744948087,0.8776063999538778,False,True
739 +S_R,T,Capitale-Nationale,plein_air,101.0,1.3111949477292695,0.5535491387228356,2.8474816686042015,False,False
740 +S_R,T,Capitale-Nationale,sante_beaute,1498.0,0.924805608451779,0.4389068947014068,1.7210767697233986,False,False
741 +S_R,T,Capitale-Nationale,viande_poisson,342.0,0.8406251423357519,0.21454242556712322,1.9977278560125888,False,False
742 +S_R,T,Centre-du-Québec,alcool,45.0,1.0676374926079244,0.28103657011195,2.9209054428674097,False,False
743 +S_R,T,Centre-du-Québec,animaux,29.0,0.7510388628942235,0.17999754824279549,5.238766667051876,False,False
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748 +S_R,T,Centre-du-Québec,boulangerie,55.0,2.555172387576117,0.21445258815135226,7.460076333840204,False,False
749 +S_R,T,Centre-du-Québec,cafe_the,155.0,2.450830256025631,0.1416383630129114,5.724194842429715,False,False
750 +S_R,T,Centre-du-Québec,chocolat,34.0,0.6325356030074963,0.26159449896364195,1.2831644817723256,False,False
751 +S_R,T,Centre-du-Québec,enfants,67.0,0.6727019352496744,0.10384886990004687,2.0577685660169736,False,False
752 +S_R,T,Centre-du-Québec,epicerie,378.0,1.5289121610928857,0.889992972323771,2.453847697009781,False,False
753 +S_R,T,Centre-du-Québec,erable,154.0,3.7081019032134077,1.5835726620652177,6.703666698928047,True,False
754 +S_R,T,Centre-du-Québec,fromage_laitier,16.0,2.2581782259841234,0.15266425385869536,6.207189668115547,False,False
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759 +S_R,T,Centre-du-Québec,plein_air,10.0,1.0580191368186638,0.17355909679493578,2.69949737272871,False,False
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762 +S_R,T,Chaudière-Appalaches,alcool,77.0,0.34235338301887375,0.11712163942331355,1.0702215417383458,False,False
763 +S_R,T,Chaudière-Appalaches,animaux,60.0,0.2911979133318116,0.036958622738392316,2.624943394462458,False,False
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770 +S_R,T,Chaudière-Appalaches,chocolat,284.0,0.9901408854980219,0.12122355422471302,3.2110094758473022,False,False
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772 +S_R,T,Chaudière-Appalaches,epicerie,947.0,0.7178162900948465,0.3327817247792232,1.6873352697475668,False,False
773 +S_R,T,Chaudière-Appalaches,erable,367.0,1.656035337226985,0.762736535922049,3.4100031048396926,False,False
774 +S_R,T,Chaudière-Appalaches,fromage_laitier,42.0,1.110862020801279,0.2842178175615734,3.5333990180582275,False,False
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779 +S_R,T,Chaudière-Appalaches,plein_air,50.0,0.9913708002477037,0.25609271476216905,2.784461382051298,False,False
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782 +S_R,T,Côte-Nord,alcool,9.0,0.7769927373800771,1.3756437552095092e-13,3.2246993509347384,False,False
783 +S_R,T,Côte-Nord,animaux,3.0,0.2827149758224863,7.262406158186366e-14,2.1171751640367913,False,False
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807 +S_R,T,Estrie,boissons,58.0,0.846521059873602,0.32932549649092857,1.7980007847284694,False,False
808 +S_R,T,Estrie,boulangerie,104.0,0.9774857753116274,0.3787444859798664,1.8764435337630367,False,False
809 +S_R,T,Estrie,cafe_the,553.0,1.7689935808098576,0.8011528571903828,3.3077734847004727,False,False
810 +S_R,T,Estrie,chocolat,774.0,2.913175236983902,0.7180296142549147,6.205693096917723,False,False
811 +S_R,T,Estrie,enfants,233.0,0.4732857036335748,0.12218893976152524,1.4218700701631675,False,False
812 +S_R,T,Estrie,epicerie,2429.0,1.9876405157134809,1.1321559917231778,2.9551975338291987,True,False
813 +S_R,T,Estrie,erable,627.0,3.054344863204874,1.4073435978465079,5.7468151152038605,True,False
814 +S_R,T,Estrie,fromage_laitier,81.0,2.3128253690736233,0.5870567473563816,4.343384440965361,False,False
815 +S_R,T,Estrie,industriel,157.0,0.2654173386147243,0.06608347060394391,0.7883591515056674,False,True
816 +S_R,T,Estrie,jardin,325.0,0.9004756986937923,0.2830442026558141,2.079735440833963,False,False
817 +S_R,T,Estrie,maison,782.0,0.826120172019934,0.4829873158018143,1.3671367919211168,False,False
818 +S_R,T,Estrie,mode,421.0,0.21429006234447112,0.09830814431344166,0.42467491027371934,False,True
819 +S_R,T,Estrie,plein_air,15.0,0.3210734338290394,0.10620084472539455,0.7237421741957872,False,True
820 +S_R,T,Estrie,sante_beaute,985.0,1.0026332256514803,0.4006810236765575,1.788773686600949,False,False
821 +S_R,T,Estrie,viande_poisson,772.0,3.128677434490726,0.908886252419255,5.60918002433373,False,False
822 +S_R,T,Gaspésie–Îles-de-la-Madeleine,alcool,137.0,5.723640097771222,0.35659247917511067,17.746468531996328,False,False
823 +S_R,T,Gaspésie–Îles-de-la-Madeleine,animaux,0.0,0.0,1.7161329386959978e-14,3.034784067378873e-13,False,True
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826 +S_R,T,Gaspésie–Îles-de-la-Madeleine,bijoux,2.0,0.014609622747434492,6.309667629261731e-15,0.04091271520318295,False,True
827 +S_R,T,Gaspésie–Îles-de-la-Madeleine,boissons,11.0,1.3974082902407878,1.8265648005138615e-13,3.3853025616929835,False,False
828 +S_R,T,Gaspésie–Îles-de-la-Madeleine,boulangerie,61.0,4.9903131441447615,0.42712163988914964,13.505763059703906,False,False
829 +S_R,T,Gaspésie–Îles-de-la-Madeleine,cafe_the,33.0,0.9188315990039874,0.10310828293941149,2.4772682832201705,False,False
830 +S_R,T,Gaspésie–Îles-de-la-Madeleine,chocolat,138.0,4.520907197209487,0.21257861265181688,13.053357935687394,False,False
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832 +S_R,T,Gaspésie–Îles-de-la-Madeleine,epicerie,185.0,1.3176586310940666,0.6734058517559571,2.2449757520945717,False,False
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834 +S_R,T,Gaspésie–Îles-de-la-Madeleine,fromage_laitier,21.0,5.219128323616232,1.8855910720419999e-13,15.529875956692184,False,False
835 +S_R,T,Gaspésie–Îles-de-la-Madeleine,industriel,10.0,0.1471466890582521,0.01546777373509572,0.41225926999462326,False,True
836 +S_R,T,Gaspésie–Îles-de-la-Madeleine,jardin,8.0,0.1929298735860802,0.03683581432082244,0.494581906296355,False,True
837 +S_R,T,Gaspésie–Îles-de-la-Madeleine,maison,171.0,1.5723652637010872,0.371170141781634,3.5503232963272393,False,False
838 +S_R,T,Gaspésie–Îles-de-la-Madeleine,mode,232.0,1.0278477204591567,0.3942330494878951,2.1411273576821017,False,False
839 +S_R,T,Gaspésie–Îles-de-la-Madeleine,plein_air,3.0,0.5589271746689197,1.6113427545414852e-13,1.7043193014051325,False,False
840 +S_R,T,Gaspésie–Îles-de-la-Madeleine,sante_beaute,24.0,0.21263657108421868,0.04886986930744131,0.44752419043115205,False,True
841 +S_R,T,Gaspésie–Îles-de-la-Madeleine,viande_poisson,56.0,1.9753878276655028,0.22991376319666756,5.020068410585835,False,False
842 +S_R,T,Lanaudière,alcool,86.0,0.4936835745912129,0.07442800228510633,1.7082957027602783,False,False
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847 +S_R,T,Lanaudière,boissons,55.0,0.960045455404438,0.20055735711572126,2.3033064773023226,False,False
848 +S_R,T,Lanaudière,boulangerie,65.0,0.7306506864338017,0.18727024351519012,1.9210559915517242,False,False
849 +S_R,T,Lanaudière,cafe_the,336.0,1.2854634604181499,0.5343705007728174,2.4048955241735768,False,False
850 +S_R,T,Lanaudière,chocolat,123.0,0.5536688541370822,0.1781702895878551,1.3677994360483823,False,False
851 +S_R,T,Lanaudière,enfants,60.0,0.14575989561976865,0.044427228232822226,0.46109448630055705,False,True
852 +S_R,T,Lanaudière,epicerie,856.0,0.8377287568465447,0.5387252634523658,1.3562174837348786,False,False
853 +S_R,T,Lanaudière,erable,127.0,0.7399009493763259,0.4005502910793009,1.4325098285856646,False,False
854 +S_R,T,Lanaudière,fromage_laitier,43.0,1.468404180591511,0.10490239880914418,4.35492174808982,False,False
855 +S_R,T,Lanaudière,industriel,539.0,1.0897772466369353,0.23383640886975446,3.025719346673789,False,False
856 +S_R,T,Lanaudière,jardin,1048.0,3.4727158702366223,0.34075615479466353,7.844645069952118,False,False
857 +S_R,T,Lanaudière,maison,1064.0,1.3443038266209466,0.4841345499585459,2.854876556776774,False,False
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862 +S_R,T,Laurentides,alcool,923.0,3.7324488607410644,0.673960464693701,7.876532389255554,False,False
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866 +S_R,T,Laurentides,bijoux,682.0,0.48220731614184253,0.1323800078837882,1.0110872455937843,False,False
867 +S_R,T,Laurentides,boissons,85.0,1.0451773043936716,0.45741853137719546,2.145143429346645,False,False
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869 +S_R,T,Laurentides,cafe_the,210.0,0.5659547273266152,0.25961812420609653,1.1716297533442204,False,False
870 +S_R,T,Laurentides,chocolat,203.0,0.6436991836167048,0.2552287689812794,1.3890599580911793,False,False
871 +S_R,T,Laurentides,enfants,237.0,0.4055805151770431,0.10622790937087565,1.1849193318390587,False,False
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873 +S_R,T,Laurentides,erable,336.0,1.3789581287636896,0.6889364692598653,2.5577259810725494,False,False
874 +S_R,T,Laurentides,fromage_laitier,42.0,1.010341949656318,0.3685489070197014,2.212640461528209,False,False
875 +S_R,T,Laurentides,industriel,1616.0,2.301612807736182,0.1757784362733253,4.819645806121037,False,False
876 +S_R,T,Laurentides,jardin,907.0,2.1171771320473907,0.4175705631423792,4.450741328225013,False,False
877 +S_R,T,Laurentides,maison,1129.0,1.0048279045351847,0.5725870918962048,1.4586512044972921,False,False
878 +S_R,T,Laurentides,mode,1239.0,0.5313155336174255,0.14380222220145586,1.163684823311048,False,False
879 +S_R,T,Laurentides,plein_air,134.0,2.416457623817309,0.2176264273849557,4.595472109188433,False,False
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881 +S_R,T,Laurentides,viande_poisson,248.0,0.8467524107850292,0.2110861803769222,2.0328791007849847,False,False
882 +S_R,T,Laval,alcool,64.0,1.524126104735523,3.7588764013938783e-14,4.6817339972772425,False,False
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887 +S_R,T,Laval,boissons,46.0,3.331023059588836,7.709611811753476e-14,8.361274978919711,False,False
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894 +S_R,T,Laval,fromage_laitier,20.0,2.8333345222639137,1.4665301098455128e-13,6.726303641162287,False,False
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896 +S_R,T,Laval,jardin,239.0,3.2854629265577864,0.08445661227520364,9.441593066902975,False,False
897 +S_R,T,Laval,maison,252.0,1.3208303773333925,0.31992595946915936,2.9430089907132175,False,False
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899 +S_R,T,Laval,plein_air,6.0,0.6371979914223681,8.951656310359717e-14,1.9045503042960408,False,False
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901 +S_R,T,Laval,viande_poisson,68.0,1.367295663073655,3.962180978973742e-14,3.9658602922922688,False,False
902 +S_R,T,Mauricie,alcool,37.0,0.7437747482550088,0.16725487902961442,2.9018764180338428,False,False
903 +S_R,T,Mauricie,animaux,4.0,0.08777135570953297,2.2938279981176708e-14,0.7758833068647961,False,True
904 +S_R,T,Mauricie,art,96.0,0.40260224970697334,0.07306821089463035,1.2343407645875513,False,False
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906 +S_R,T,Mauricie,bijoux,897.0,3.1527490551757875,4.432146244893685e-15,6.438941480006594,False,False
907 +S_R,T,Mauricie,boissons,3.0,0.1833748789508574,4.545045801826782e-14,0.7775278762567723,False,True
908 +S_R,T,Mauricie,boulangerie,9.0,0.3542651471549044,3.156738657124944e-14,1.7397044397644872,False,False
909 +S_R,T,Mauricie,cafe_the,90.0,1.2057366084077423,0.010904100905709143,5.358605944120188,False,False
910 +S_R,T,Mauricie,chocolat,16.0,0.25220543631593667,0.04243490146358515,0.9734037604662962,False,True
911 +S_R,T,Mauricie,enfants,7.0,0.05954897864418367,0.007048188887075591,0.26089138485132835,False,True
912 +S_R,T,Mauricie,epicerie,210.0,0.7196783410671259,0.2583476943814507,2.175216932382381,False,False
913 +S_R,T,Mauricie,erable,88.0,1.79532060186181,0.43472620846580495,6.174977979509087,False,False
914 +S_R,T,Mauricie,fromage_laitier,1.0,0.11958222656441113,7.049254716766785e-14,0.6432918974758224,False,True
915 +S_R,T,Mauricie,industriel,68.0,0.48144575566365994,0.09680852849071221,1.344338162965227,False,False
916 +S_R,T,Mauricie,jardin,6.0,0.06962235323083557,0.014420963666331435,0.2651012402611876,False,True
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919 +S_R,T,Mauricie,plein_air,5.0,0.44822072119092926,0.05826494784230901,1.709690962925683,False,False
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921 +S_R,T,Mauricie,viande_poisson,61.0,1.0353379578147388,0.09401645538921548,4.2797287650099145,False,False
922 +S_R,T,Montréal,alcool,139.0,0.16313786388201218,0.040725441717001425,0.48238422146775933,False,True
923 +S_R,T,Montréal,animaux,713.0,0.9134454367938196,0.04390684900673053,3.005552743914552,False,False
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926 +S_R,T,Montréal,bijoux,7959.0,1.633261524965911,1.020881880784489,2.343817918162823,True,False
927 +S_R,T,Montréal,boissons,454.0,1.620222667694486,0.7399605000469536,2.383410467879786,False,False
928 +S_R,T,Montréal,boulangerie,575.0,1.3214600221997592,0.7739626515801924,1.9518689557362854,False,False
929 +S_R,T,Montréal,cafe_the,1326.0,1.037179029535805,0.53202155652492,1.5976376305007391,False,False
930 +S_R,T,Montréal,chocolat,549.0,0.5052508711105361,0.26833484312535577,0.8788478912902128,False,True
931 +S_R,T,Montréal,enfants,3218.0,1.5983157621968163,0.3931269337610517,2.615274199126784,False,False
932 +S_R,T,Montréal,epicerie,5066.0,1.013641980902083,0.5347697776650995,1.5188798395927496,False,False
933 +S_R,T,Montréal,erable,75.0,0.0893348415362428,0.03645489921643655,0.15936147480865087,False,True
934 +S_R,T,Montréal,fromage_laitier,76.0,0.5306161856651361,0.15263163916240238,1.0606716125924336,False,False
935 +S_R,T,Montréal,industriel,544.0,0.22487315593748566,0.1014650302441874,0.4898331220109237,False,True
936 +S_R,T,Montréal,jardin,727.0,0.4925293601975451,0.10144644076890467,1.1108989206618511,False,False
937 +S_R,T,Montréal,maison,2312.0,0.5972186769340164,0.4028336532870845,0.872572709325658,False,True
938 +S_R,T,Montréal,mode,13192.0,1.6418733570422261,1.0819375376866571,2.2283260936474165,True,False
939 +S_R,T,Montréal,plein_air,97.0,0.5076845248748988,0.2604155214237282,0.9280363682874404,False,True
940 +S_R,T,Montréal,sante_beaute,3165.0,0.7877504387695434,0.5107011273885349,1.159980128257153,False,False
941 +S_R,T,Montréal,viande_poisson,442.0,0.43800073210669066,0.1395103362123339,0.863603141646714,False,True
942 +S_R,T,Montérégie,alcool,982.0,2.0789123364012,0.47892159697435627,4.341907091828488,False,False
943 +S_R,T,Montérégie,animaux,1858.0,4.293619036968995,0.515580040677637,6.994931738683779,False,False
944 +S_R,T,Montérégie,art,654.0,0.2888468898684349,0.12168919163834234,0.6460625843367973,False,True
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946 +S_R,T,Montérégie,bijoux,2312.0,0.855795057477215,0.15693948501885435,1.8346545372033845,False,False
947 +S_R,T,Montérégie,boissons,109.0,0.7016654080266683,0.30161816749578163,1.4778739624279777,False,False
948 +S_R,T,Montérégie,boulangerie,250.0,1.0363606399605394,0.40820097223089835,1.8920085237916522,False,False
949 +S_R,T,Montérégie,cafe_the,774.0,1.0920332990327053,0.3243136194925614,2.0894534330139423,False,False
950 +S_R,T,Montérégie,chocolat,591.0,0.9810856531114585,0.1895274136118362,2.186424997752574,False,False
951 +S_R,T,Montérégie,enfants,1937.0,1.735365186784723,0.17531142610502132,3.423098250317773,False,False
952 +S_R,T,Montérégie,epicerie,3249.0,1.1726106447311109,0.5886670953664036,1.944803614656355,False,False
953 +S_R,T,Montérégie,erable,552.0,1.1859964885547511,0.7239842431800964,1.9411785895174363,False,False
954 +S_R,T,Montérégie,fromage_laitier,49.0,0.6170888489128223,0.16759038683866717,1.2881192359815998,False,False
955 +S_R,T,Montérégie,industriel,2096.0,1.5628406938874382,0.3709162620499232,3.192908389911556,False,False
956 +S_R,T,Montérégie,jardin,1350.0,1.6497426397928276,0.5302408083741503,3.2664793094014875,False,False
957 +S_R,T,Montérégie,maison,1911.0,0.8904119005690282,0.4779863706244131,1.5030267853302146,False,False
958 +S_R,T,Montérégie,mode,2790.0,0.6263512286262338,0.1446069599862375,1.2595228186657161,False,False
959 +S_R,T,Montérégie,plein_air,173.0,1.6332512974781819,0.6431405882118177,2.9831255170046704,False,False
960 +S_R,T,Montérégie,sante_beaute,1608.0,0.7219143942094384,0.3309526693446866,1.411993681527686,False,False
961 +S_R,T,Montérégie,viande_poisson,564.0,1.0081296513884497,0.39238128345169765,1.8365762256883693,False,False
962 +S_R,T,Nord-du-Québec,alcool,0.0,0.0,5.3233336168620403e-14,2.6296805167800237,False,False
963 +S_R,T,Nord-du-Québec,animaux,0.0,0.0,4.726690111444491e-14,3.0003112271446897,False,False
964 +S_R,T,Nord-du-Québec,art,43.0,1.647165295704447,1.1430812335207078e-13,2.6734540023263156,False,False
965 +S_R,T,Nord-du-Québec,autre,0.0,0.0,9.271637489629237e-14,4.501229434394208,False,False
966 +S_R,T,Nord-du-Québec,bijoux,91.0,2.9214746154530102,1.0131827456754552e-13,4.415480899289454,False,False
967 +S_R,T,Nord-du-Québec,boissons,0.0,0.0,1.799596881912209e-13,7.555867171836959,False,False
968 +S_R,T,Nord-du-Québec,boulangerie,2.0,0.7190840869384172,1.5774232761284133e-13,8.215164912267293,False,False
969 +S_R,T,Nord-du-Québec,cafe_the,1.0,0.12236964532189687,3.642691202539402e-13,1.6716168450386744,False,False
970 +S_R,T,Nord-du-Québec,chocolat,9.0,1.2958082302020575,8.793133092888121e-14,17.604029238978356,False,False
971 +S_R,T,Nord-du-Québec,enfants,10.0,0.7770340329295395,2.295164782384342e-13,1.8521113927758386,False,False
972 +S_R,T,Nord-du-Québec,epicerie,5.0,0.15651389732834925,1.1810629601803424e-14,4.641648441052404,False,False
973 +S_R,T,Nord-du-Québec,erable,15.0,2.7952095091981364,1.0906124397239058e-13,29.11514457464354,False,False
974 +S_R,T,Nord-du-Québec,fromage_laitier,0.0,0.0,3.328430560865641e-13,15.004596426528192,False,False
975 +S_R,T,Nord-du-Québec,industriel,0.0,0.0,1.940857796493637e-14,0.9159413248504531,False,True
976 +S_R,T,Nord-du-Québec,jardin,1.0,0.10598910174815004,4.7030889628492716e-14,1.620871587447509,False,False
977 +S_R,T,Nord-du-Québec,maison,18.0,0.7274138309952016,1.258806745889069e-13,0.989889151868743,False,True
978 +S_R,T,Nord-du-Québec,mode,81.0,1.5771664492483997,3.085727115395437e-13,2.2497971975443427,False,False
979 +S_R,T,Nord-du-Québec,plein_air,0.0,0.0,2.604055437807781e-13,11.12857025313378,False,False
980 +S_R,T,Nord-du-Québec,sante_beaute,0.0,0.0,1.2187952662667176e-14,0.5255237986131369,False,True
981 +S_R,T,Nord-du-Québec,viande_poisson,0.0,0.0,4.7301268731041374e-14,2.1599789850560387,False,False
982 +S_R,T,Outaouais,alcool,81.0,1.5091369969040247,0.14426190990091337,4.203061799356783,False,False
983 +S_R,T,Outaouais,animaux,5.0,0.10168731054399475,0.012875678719857174,0.6843438661511938,False,True
984 +S_R,T,Outaouais,art,212.0,0.8240333086718417,0.2223833556962814,1.8496852952951872,False,False
985 +S_R,T,Outaouais,autre,11.0,0.35224841170020643,0.10136957414833528,0.9305165135509922,False,True
986 +S_R,T,Outaouais,bijoux,86.0,0.2801556297365572,2.176828146502502e-15,1.1572948767418925,False,False
987 +S_R,T,Outaouais,boissons,40.0,2.266117989387802,0.34306534693758134,5.601782236257572,False,False
988 +S_R,T,Outaouais,boulangerie,37.0,1.3498688779071903,0.29083479521778965,3.1098005876083836,False,False
989 +S_R,T,Outaouais,cafe_the,121.0,1.502447307047819,0.47895977347405755,3.6850767643144575,False,False
990 +S_R,T,Outaouais,chocolat,414.0,6.048375474501957,2.666903226200521,11.575638464675077,True,False
991 +S_R,T,Outaouais,enfants,27.0,0.21288447108054884,0.023274423590213877,0.7313685488366487,False,True
992 +S_R,T,Outaouais,epicerie,581.0,1.8454369499988803,0.8273955309577803,3.1638720218971104,False,False
993 +S_R,T,Outaouais,erable,67.0,1.2668876040218613,0.4570665453980055,2.2944720109425774,False,False
994 +S_R,T,Outaouais,fromage_laitier,7.0,0.7758336588905012,8.355404896234878e-14,2.326255610865788,False,False
995 +S_R,T,Outaouais,industriel,8.0,0.05249674524342936,0.005994551403339428,0.1907583351694715,False,True
996 +S_R,T,Outaouais,jardin,93.0,1.000194214585116,0.13202430329415749,2.9074982692732156,False,False
997 +S_R,T,Outaouais,maison,345.0,1.4147129286634619,0.5861774805475549,2.198477497128451,False,False
998 +S_R,T,Outaouais,mode,69.0,0.13632696922424892,0.035590217415740456,0.31640248567397566,False,True
999 +S_R,T,Outaouais,plein_air,1.0,0.08308562045017154,5.3086024332857474e-14,0.3614170268455429,False,True
1000 +S_R,T,Outaouais,sante_beaute,412.0,1.627855426145294,0.5560352838881067,2.9430761662084612,False,False
1001 +S_R,T,Outaouais,viande_poisson,103.0,1.6202926720108997,0.3918986252440884,3.4251658198365043,False,False
1002 +S_R,T,Saguenay–Lac-Saint-Jean,alcool,66.0,0.39372510145286704,0.11992823722834417,1.1003126623721575,False,False
1003 +S_R,T,Saguenay–Lac-Saint-Jean,animaux,15.0,0.09767727534302498,0.023393389459027192,0.6794251083792904,False,True
1004 +S_R,T,Saguenay–Lac-Saint-Jean,art,406.0,0.5052897172768044,0.25457265147244224,1.0602143444359864,False,False
1005 +S_R,T,Saguenay–Lac-Saint-Jean,autre,39.0,0.399877056163068,0.16445469214026037,0.8908773107599512,False,True
1006 +S_R,T,Saguenay–Lac-Saint-Jean,bijoux,969.0,1.010718466654871,0.35309330104277914,2.071737181314696,False,False
1007 +S_R,T,Saguenay–Lac-Saint-Jean,boissons,35.0,0.6348864996754523,0.15282738680658306,1.607224916778254,False,False
1008 +S_R,T,Saguenay–Lac-Saint-Jean,boulangerie,115.0,1.3433625026147946,0.3434584714772908,2.9541289265222357,False,False
1009 +S_R,T,Saguenay–Lac-Saint-Jean,cafe_the,353.0,1.4034408245346401,0.4995418417156855,3.050400016366806,False,False
1010 +S_R,T,Saguenay–Lac-Saint-Jean,chocolat,568.0,2.657004311455316,0.7781441409293761,6.040595200541492,False,False
1011 +S_R,T,Saguenay–Lac-Saint-Jean,enfants,216.0,0.5453050136212764,0.1093864243193953,1.4388105669887132,False,False
1012 +S_R,T,Saguenay–Lac-Saint-Jean,epicerie,734.0,0.7464911448232208,0.3481446710300391,1.4154187766178197,False,False
1013 +S_R,T,Saguenay–Lac-Saint-Jean,erable,113.0,0.6841435681606551,0.24436445159187195,1.3817725430779153,False,False
1014 +S_R,T,Saguenay–Lac-Saint-Jean,fromage_laitier,25.0,0.8871889145640978,0.07435647936421697,2.504028373918543,False,False
1015 +S_R,T,Saguenay–Lac-Saint-Jean,industriel,266.0,0.558894130643408,0.0882040452898068,1.791855676200748,False,False
1016 +S_R,T,Saguenay–Lac-Saint-Jean,jardin,266.0,0.915985390693606,0.31671893882176483,2.1996608770614454,False,False
1017 +S_R,T,Saguenay–Lac-Saint-Jean,maison,2104.0,2.762488531255232,0.9553037438160493,4.170911784328404,False,False
1018 +S_R,T,Saguenay–Lac-Saint-Jean,mode,1052.0,0.6655090254574896,0.18878538971205147,1.4435905267585771,False,False
1019 +S_R,T,Saguenay–Lac-Saint-Jean,plein_air,66.0,1.7558011281006232,0.1872983529817748,4.4932254640516325,False,False
1020 +S_R,T,Saguenay–Lac-Saint-Jean,sante_beaute,911.0,1.1525041908015414,0.6469209211535113,1.9269589324594225,False,False
1021 +S_R,T,Saguenay–Lac-Saint-Jean,viande_poisson,176.0,0.8864912060721702,0.24126018458216036,2.202431607925233,False,False
1022 +S_R0,M,Abitibi-Témiscamingue,alcool,1.4314810716709447,1.3496481130868039,0.07405015864157657,3.586520744724697,False,False
1023 +S_R0,M,Abitibi-Témiscamingue,animaux,0.10217560217560218,0.6920992180885686,6.04762251174985e-12,2.1605881789771977,False,False
1024 +S_R0,M,Abitibi-Témiscamingue,art,1.4877225095453348,0.8312288345348348,0.13763004482574565,2.1347178529268427,False,False
1025 +S_R0,M,Abitibi-Témiscamingue,autre,0.6339501360459845,0.8940482447578721,0.11581293680991905,1.9158294787145902,False,False
1026 +S_R0,M,Abitibi-Témiscamingue,bijoux,0.9180790960451978,1.121839472009892,9.334601714784006e-13,3.6875208484869524,False,False
1027 +S_R0,M,Abitibi-Témiscamingue,boissons,1.0879527657970773,2.554684269020904,0.05131073168908444,6.047240467455674,False,False
1028 +S_R0,M,Abitibi-Témiscamingue,boulangerie,0.13573032188741946,0.3371644536884237,2.717018515856062e-12,0.8429867480236785,False,True
1029 +S_R0,M,Abitibi-Témiscamingue,cafe_the,1.7610233470007153,1.921749917770044,0.12525633088908827,4.542526074241385,False,False
1030 +S_R0,M,Abitibi-Témiscamingue,chocolat,0.7476700158527202,1.0794558481692602,0.28226002822038637,2.171685966939649,False,False
1031 +S_R0,M,Abitibi-Témiscamingue,enfants,0.16350625651724618,0.4453058854226409,0.0841731683397524,1.0034712077692713,False,False
1032 +S_R0,M,Abitibi-Témiscamingue,epicerie,2.202917979731421,0.48027158706440004,0.19931261304892345,0.8018980217254122,False,True
1033 +S_R0,M,Abitibi-Témiscamingue,erable,1.2696952517383395,0.865310308971732,0.14405693544169101,1.853031129493317,False,False
1034 +S_R0,M,Abitibi-Témiscamingue,fromage_laitier,0.7789016170557437,5.480421579208233,0.22242442625245049,12.870656932899758,False,False
1035 +S_R0,M,Abitibi-Témiscamingue,industriel,0.7134275446775448,1.4880125013241323,0.3375627187738507,3.0416920101411207,False,False
1036 +S_R0,M,Abitibi-Témiscamingue,jardin,0.14688642072667363,0.2200993095578858,0.010559081766695831,0.5763299710890447,False,True
1037 +S_R0,M,Abitibi-Témiscamingue,maison,2.1786422506423486,1.3801486827598675,0.6322224046851873,2.205337717711075,False,False
1038 +S_R0,M,Abitibi-Témiscamingue,mode,1.5803585224826253,0.8472378416443027,0.09217094354526886,2.050816638419291,False,False
1039 +S_R0,M,Abitibi-Témiscamingue,plein_air,0.09125038783741855,0.6270845568791317,6.034784788294794e-12,2.327827142979902,False,False
1040 +S_R0,M,Abitibi-Témiscamingue,sante_beaute,1.8971838685413343,0.990145153343491,0.19508058697591257,1.9281838152690267,False,False
1041 +S_R0,M,Abitibi-Témiscamingue,viande_poisson,1.6714450340283074,2.0349642617890926,0.07623731194391963,4.694442673481342,False,False
1042 +S_R0,M,Bas-Saint-Laurent,alcool,1.3567862880757544,0.7260457016287097,0.1503807194511532,1.4844711279992187,False,False
1043 +S_R0,M,Bas-Saint-Laurent,animaux,0.536437860993096,2.0623299340264007,0.4764376410432845,4.8102283071022525,False,False
1044 +S_R0,M,Bas-Saint-Laurent,art,3.6345840369654456,1.1525796610539183,0.43026613571655364,2.0651803274651352,False,False
1045 +S_R0,M,Bas-Saint-Laurent,autre,1.6111512464416509,1.2896139959371473,0.21842168739942452,3.1771200792789407,False,False
1046 +S_R0,M,Bas-Saint-Laurent,bijoux,0.31439561581588177,0.21804426562989693,0.023180084790903756,0.5371053622129218,False,True
1047 +S_R0,M,Bas-Saint-Laurent,boissons,0.25174279948633277,0.3355071819792591,1.4319107667287617e-12,0.860222524276317,False,True
1048 +S_R0,M,Bas-Saint-Laurent,boulangerie,0.2771093230973647,0.3906911836393362,1.571723198492042e-12,1.0269419251897218,False,False
1049 +S_R0,M,Bas-Saint-Laurent,cafe_the,1.4731612190268786,0.9124301040461124,0.040730201953994676,2.1766768175550424,False,False
1050 +S_R0,M,Bas-Saint-Laurent,chocolat,0.6630052645396459,0.5432871922103022,0.15484104155729012,1.0641968220302396,False,False
1051 +S_R0,M,Bas-Saint-Laurent,enfants,0.45996441555743334,0.7109938836604018,0.20978005998998908,1.3782209494076645,False,False
1052 +S_R0,M,Bas-Saint-Laurent,epicerie,6.138401049235363,0.7595587953042102,0.47810779746663146,1.0880349742201798,False,False
1053 +S_R0,M,Bas-Saint-Laurent,erable,4.623714727958187,1.7884672187910238,0.8365227091704495,2.890622860577935,False,False
1054 +S_R0,M,Bas-Saint-Laurent,fromage_laitier,0.03571428571428571,0.14262343815062578,2.9380294241511716e-12,0.5390824263541816,False,True
1055 +S_R0,M,Bas-Saint-Laurent,industriel,1.8408964951985562,2.1792329081360347,0.5859739051769404,4.190678358001252,False,False
1056 +S_R0,M,Bas-Saint-Laurent,jardin,0.7071993392434984,0.6014457340506565,0.04383228499298324,1.4867044958219369,False,False
1057 +S_R0,M,Bas-Saint-Laurent,maison,4.100627750380955,1.4743747025788736,0.6030896760112354,2.6221799227450315,False,False
1058 +S_R0,M,Bas-Saint-Laurent,mode,2.846056514922414,0.8659858837971236,0.23852065531250702,1.6859569422717837,False,False
1059 +S_R0,M,Bas-Saint-Laurent,plein_air,0.8654772605137131,3.375706026222356,0.28172584309108006,7.6585762795574865,False,False
1060 +S_R0,M,Bas-Saint-Laurent,sante_beaute,2.2061250831530472,0.6534872910411743,0.16481974053949794,1.3303601888085683,False,False
1061 +S_R0,M,Bas-Saint-Laurent,viande_poisson,3.0574494236804974,2.1127180347633296,0.4831372951027028,3.9781822032711687,False,False
1062 +S_R0,M,Capitale-Nationale,alcool,4.511619964944736,0.7835773887782743,0.3248410599266122,1.318948066987669,False,False
1063 +S_R0,M,Capitale-Nationale,animaux,0.28901332788337786,0.36062303728067946,0.1311311874775004,0.7630600640255233,False,True
1064 +S_R0,M,Capitale-Nationale,art,18.73795223533717,1.9285692460774793,1.3329986270289809,2.538631224728437,True,False
1065 +S_R0,M,Capitale-Nationale,autre,8.153067793231111,2.1180750889202735,1.028806910742047,3.3005976340587644,True,False
1066 +S_R0,M,Capitale-Nationale,bijoux,3.16781091492497,0.7130571055411753,0.0707180204028062,1.459300980950863,False,False
1067 +S_R0,M,Capitale-Nationale,boissons,3.0071513363712827,1.3007592450547463,0.4865822936450813,2.3451917084346827,False,False
1068 +S_R0,M,Capitale-Nationale,boulangerie,2.0723548954959443,0.9482950369808739,0.11555958621333953,1.9683482344597703,False,False
1069 +S_R0,M,Capitale-Nationale,cafe_the,3.3681876017728056,0.6770838791928918,0.22034632731542392,1.2480747940930206,False,False
1070 +S_R0,M,Capitale-Nationale,chocolat,2.6746408128524326,0.7113360679735906,0.27086033182328795,1.2139161667002147,False,False
1071 +S_R0,M,Capitale-Nationale,enfants,3.303848241627605,1.6575192973528823,0.5784476600063782,2.8844600596660523,False,False
1072 +S_R0,M,Capitale-Nationale,epicerie,21.702975897874666,0.8716101889542607,0.6482738951451931,1.1363831142583078,False,False
1073 +S_R0,M,Capitale-Nationale,erable,6.715077581999708,0.8430199655567565,0.44649778383376154,1.308139651956373,False,False
1074 +S_R0,M,Capitale-Nationale,fromage_laitier,0.005780346820809248,0.007492033359905097,9.506771067390193e-13,0.02828548962922847,False,True
1075 +S_R0,M,Capitale-Nationale,industriel,2.2469653694719836,0.8633115065183918,0.35000286270252023,1.4907133298405653,False,False
1076 +S_R0,M,Capitale-Nationale,jardin,1.331319038778835,0.3674799241962072,0.10357053422595215,0.7731402557152307,False,True
1077 +S_R0,M,Capitale-Nationale,maison,7.652787001696596,0.8930463973851402,0.5885986909851517,1.252394879572432,False,False
1078 +S_R0,M,Capitale-Nationale,mode,8.365051489145678,0.8261003083291139,0.497720894887423,1.2091919826192992,False,False
1079 +S_R0,M,Capitale-Nationale,plein_air,2.359715000198062,2.987207446832111,0.8612943658894336,5.164049737166696,False,False
1080 +S_R0,M,Capitale-Nationale,sante_beaute,9.976083400456877,0.9591001465067058,0.5861863980065786,1.3584625144561724,False,False
1081 +S_R0,M,Capitale-Nationale,viande_poisson,4.358597749115341,0.9775206056773216,0.41099664065770636,1.6620024412425944,False,False
1082 +S_R0,M,Centre-du-Québec,alcool,2.942385209435071,1.266472995575778,0.15421283582110634,2.573837133522752,False,False
1083 +S_R0,M,Centre-du-Québec,animaux,1.1086001161990877,3.428131995607991,0.5346622701341426,7.3072540013687535,False,False
1084 +S_R0,M,Centre-du-Québec,art,2.366385629563928,0.6035950206401826,0.15677432677812658,1.2403478398656744,False,False
1085 +S_R0,M,Centre-du-Québec,autre,0.17651883533957138,0.1136471036231195,0.009796054536266028,0.26978197747901683,False,True
1086 +S_R0,M,Centre-du-Québec,bijoux,0.14691771303193918,0.08195703533178508,8.941331389317734e-05,0.25560672521220584,False,True
1087 +S_R0,M,Centre-du-Québec,boissons,0.2506631411063544,0.26870709501226825,1.2155749115970797e-12,0.7929271341759542,False,True
1088 +S_R0,M,Centre-du-Québec,boulangerie,1.214367586179105,1.3771350520372199,0.05987298535549801,3.4780006921907494,False,False
1089 +S_R0,M,Centre-du-Québec,cafe_the,0.9560378239797975,0.476286525545485,0.06692370824208581,1.0522748724401159,False,False
1090 +S_R0,M,Centre-du-Québec,chocolat,1.2651220282576146,0.8338516645332839,0.3537891996494333,1.4395050588027138,False,False
1091 +S_R0,M,Centre-du-Québec,enfants,1.271976818259249,1.581483696111061,0.4271560901999609,3.018144464959813,False,False
1092 +S_R0,M,Centre-du-Québec,epicerie,11.151417891452358,1.109890466412603,0.7177173171927922,1.545240366827585,False,False
1093 +S_R0,M,Centre-du-Québec,erable,6.913923026044139,2.1510890300734813,0.9837110255465514,3.5424462881901944,False,False
1094 +S_R0,M,Centre-du-Québec,fromage_laitier,0.37478991596638656,1.203873133688812,3.655281579295646e-12,2.965372353103275,False,False
1095 +S_R0,M,Centre-du-Québec,industriel,1.9914201274189671,1.896186552204923,0.18643667553812424,4.26923687909081,False,False
1096 +S_R0,M,Centre-du-Québec,jardin,1.9409265960614404,1.327723389983475,0.22578769486943853,2.867964374754172,False,False
1097 +S_R0,M,Centre-du-Québec,maison,5.156732516628959,1.491337785080643,0.683414586636576,2.388065757878351,False,False
1098 +S_R0,M,Centre-du-Québec,mode,2.4515865872006968,0.6000099080861295,0.26380984207372266,1.0318438559953897,False,False
1099 +S_R0,M,Centre-du-Québec,plein_air,0.3276774408448876,1.0280148608220643,0.03149932392843726,2.7460855978536736,False,False
1100 +S_R0,M,Centre-du-Québec,sante_beaute,2.3208871568440106,0.552974279016338,0.22293412343605545,0.9739407244314549,False,True
1101 +S_R0,M,Centre-du-Québec,viande_poisson,1.671663840186436,0.9291270384533219,0.1400798456884302,2.0076964242184467,False,False
1102 +S_R0,M,Chaudière-Appalaches,alcool,4.477789959550626,0.9235208865389694,0.37737063106679275,1.5685401828218677,False,False
1103 +S_R0,M,Chaudière-Appalaches,animaux,0.8916073058941301,1.3211217204695116,0.1456964105911787,3.213441334994905,False,False
1104 +S_R0,M,Chaudière-Appalaches,art,8.74757781725177,1.069139911670548,0.5211981684275557,1.6667564635434193,False,False
1105 +S_R0,M,Chaudière-Appalaches,autre,3.9891725385643895,1.2306561827308913,0.3425231486274137,2.306589252679985,False,False
1106 +S_R0,M,Chaudière-Appalaches,bijoux,1.2026579724477293,0.32147026922904764,0.017389262426212707,0.8819892132479944,False,True
1107 +S_R0,M,Chaudière-Appalaches,boissons,1.479002039412256,0.7597033259118825,0.12161888253389529,1.7671055155593949,False,False
1108 +S_R0,M,Chaudière-Appalaches,boulangerie,1.5782649491159877,0.8576160027315934,0.1312097635799912,1.9246893368213958,False,False
1109 +S_R0,M,Chaudière-Appalaches,cafe_the,3.188474850594526,0.7611369663029472,0.23119512462047756,1.3977111201209882,False,False
1110 +S_R0,M,Chaudière-Appalaches,chocolat,2.343719954327457,0.7401993485885657,0.223406076387572,1.4445598167031342,False,False
1111 +S_R0,M,Chaudière-Appalaches,enfants,0.6552652036701201,0.39038149928022525,0.07657908417823561,0.8094202951292384,False,True
1112 +S_R0,M,Chaudière-Appalaches,epicerie,24.14467545609313,1.1514842465484325,0.8694410883893097,1.4434177567089683,False,False
1113 +S_R0,M,Chaudière-Appalaches,erable,10.79894462849501,1.6099105942402128,0.9526142053221847,2.349983867609966,False,False
1114 +S_R0,M,Chaudière-Appalaches,fromage_laitier,1.3498864697394108,2.077670475069024,0.5829245509996933,4.103370664036212,False,False
1115 +S_R0,M,Chaudière-Appalaches,industriel,1.6289833385263208,0.7432268845929302,0.08460134185844538,1.6645543065517205,False,False
1116 +S_R0,M,Chaudière-Appalaches,jardin,3.270495067633256,1.072009396605942,0.43064566959611145,1.9206847588806746,False,False
1117 +S_R0,M,Chaudière-Appalaches,maison,5.999812619609328,0.8314300220875627,0.5016331353424099,1.2148384195256579,False,False
1118 +S_R0,M,Chaudière-Appalaches,mode,5.4535640394722815,0.6395554458524764,0.2630698221941961,1.0893145192498688,False,False
1119 +S_R0,M,Chaudière-Appalaches,plein_air,0.8531981266441195,1.282594406238978,0.16467233886687996,2.8627783847057904,False,False
1120 +S_R0,M,Chaudière-Appalaches,sante_beaute,6.844490519701866,0.7814093989673494,0.41632076218278774,1.1833635448540267,False,False
1121 +S_R0,M,Chaudière-Appalaches,viande_poisson,7.102417143256282,1.8915547877769674,0.9519912311790043,2.9246927526282986,False,False
1122 +S_R0,M,Côte-Nord,alcool,0.23671497584541062,0.3605260240355672,1.4301446089913352e-12,1.1124719415413251,False,False
1123 +S_R0,M,Côte-Nord,animaux,0.12698412698412698,1.389461548101765,9.998728082394288e-12,4.379346819678681,False,False
1124 +S_R0,M,Côte-Nord,art,1.2339581021177721,1.1137174449097214,0.3152176049795468,2.0567940721699665,False,False
1125 +S_R0,M,Côte-Nord,autre,0.09546324439941462,0.21747933085531987,3.5662129243409027e-12,0.5205037447124661,False,True
1126 +S_R0,M,Côte-Nord,bijoux,0.1468253968253968,0.2898195937748631,1.7054053639906122e-12,0.7738751823705184,False,True
1127 +S_R0,M,Côte-Nord,boissons,0.014492753623188406,0.05497358313412135,2.861632373462333e-12,0.19522906007199553,False,True
1128 +S_R0,M,Côte-Nord,boulangerie,0.037037037037037035,0.1486199398295738,2.8918510299006144e-12,0.5428518596409723,False,True
1129 +S_R0,M,Côte-Nord,cafe_the,0.798023987952295,1.4067717742114054,0.08724607011392355,3.519913349374725,False,False
1130 +S_R0,M,Côte-Nord,chocolat,0.9374597034171502,2.186369047454221,2.268816498927293e-12,6.9556553773813246,False,False
1131 +S_R0,M,Côte-Nord,enfants,0.07142857142857142,0.3142475976910244,3.1180153875830394e-12,1.125162659692429,False,False
1132 +S_R0,M,Côte-Nord,epicerie,2.347094129702825,0.826599268428444,4.828473603911408e-13,1.8461086404331686,False,False
1133 +S_R0,M,Côte-Nord,erable,0.04995374653098983,0.054994136918516706,1.0235400891507146e-12,0.1555321691993496,False,True
1134 +S_R0,M,Côte-Nord,fromage_laitier,0.0,0.0,6.124684107781611e-12,2.703365288865466e-11,False,True
1135 +S_R0,M,Côte-Nord,industriel,0.08377659574468085,0.28226391324594896,3.139288743886222e-12,0.8421131447955945,False,True
1136 +S_R0,M,Côte-Nord,jardin,0.2951892109500805,0.714518461663814,0.08439258539538785,1.7434660262193664,False,False
1137 +S_R0,M,Côte-Nord,maison,0.7433789015657655,0.7607222639267608,0.11221953529843141,1.7384441964055866,False,False
1138 +S_R0,M,Côte-Nord,mode,2.4780452035886817,2.146025554341361,0.49050649839939153,4.216202488929653,False,False
1139 +S_R0,M,Côte-Nord,plein_air,0.10629854778790948,1.180034379655777,1.74428406485887e-11,3.7037936211901603,False,False
1140 +S_R0,M,Côte-Nord,sante_beaute,3.1978757644987033,2.6960439821461506,0.2490330149153258,5.465775305779303,False,False
1141 +S_R0,M,Côte-Nord,viande_poisson,0.0,0.0,1.216072887588344e-12,4.187399802592277e-12,False,True
1142 +S_R0,M,Estrie,alcool,9.255497357926824,1.3183757246999448,0.7162417206018612,2.0010021984041844,False,False
1143 +S_R0,M,Estrie,animaux,0.4247692239606631,0.43468903990556806,0.15788600668891914,0.8501519948903467,False,True
1144 +S_R0,M,Estrie,art,14.498863980864009,1.2238752044617418,0.8009944633659561,1.6883962527649359,False,False
1145 +S_R0,M,Estrie,autre,8.287459128422284,1.7657603054211346,0.9149410984895254,2.7432479558398826,False,False
1146 +S_R0,M,Estrie,bijoux,3.694563261974304,0.6820531508148541,0.15429290796275802,1.3258786263784768,False,False
1147 +S_R0,M,Estrie,boissons,1.3200760919602808,0.4683070040857255,0.07236817428255446,1.027897550407266,False,False
1148 +S_R0,M,Estrie,boulangerie,1.6105749604136261,0.6044360241107891,0.2438265919302399,1.1037747415526704,False,False
1149 +S_R0,M,Estrie,cafe_the,6.793962003774621,1.1201066241659972,0.576428076287916,1.7652421710838784,False,False
1150 +S_R0,M,Estrie,chocolat,4.755028434995105,1.0371761751760753,0.5004588083328223,1.7176579547793487,False,False
1151 +S_R0,M,Estrie,enfants,2.0830057005408085,0.857075365479438,0.3735746358703641,1.5318413629398977,False,False
1152 +S_R0,M,Estrie,epicerie,33.80318658582885,1.1133986849607849,0.9062852215180589,1.3318738345046357,False,False
1153 +S_R0,M,Estrie,erable,15.214868634431799,1.5665529680867607,1.0646188678795987,2.113305813567272,True,False
1154 +S_R0,M,Estrie,fromage_laitier,1.5222099853325108,1.61811887249186,0.35100683393496257,3.2364806811105766,False,False
1155 +S_R0,M,Estrie,industriel,2.246215971948658,0.7078035107096662,0.1726960328329542,1.448163846458873,False,False
1156 +S_R0,M,Estrie,jardin,4.859290678000343,1.1000550152201491,0.6109844476407134,1.6442675930211201,False,False
1157 +S_R0,M,Estrie,maison,5.766533972246923,0.5518986134312375,0.32838872170029443,0.8380219472002486,False,True
1158 +S_R0,M,Estrie,mode,7.264905690673092,0.5884156264788328,0.3096648555490659,0.8958531489066226,False,True
1159 +S_R0,M,Estrie,plein_air,0.3685663399184495,0.3826586640398444,0.1131933499988632,0.8487989782186852,False,True
1160 +S_R0,M,Estrie,sante_beaute,8.395771298215717,0.6619947375020131,0.37425984178888505,1.001186742034693,False,False
1161 +S_R0,M,Estrie,viande_poisson,6.834650698571117,1.2571453853396701,0.6865871698653893,1.916669250920198,False,False
1162 +S_R0,M,Gaspésie–Îles-de-la-Madeleine,alcool,2.61740540627057,1.6194787493829694,0.31603027082746366,3.315725568476521,False,False
1163 +S_R0,M,Gaspésie–Îles-de-la-Madeleine,animaux,0.008411363275670528,0.037390120007273965,3.195865825360018e-12,0.13804704588128738,False,True
1164 +S_R0,M,Gaspésie–Îles-de-la-Madeleine,art,2.286605441457928,0.8384153387756121,0.2872044219376317,1.7803823410113078,False,False
1165 +S_R0,M,Gaspésie–Îles-de-la-Madeleine,autre,0.6272158340377685,0.5804865820692805,1.0723853409594773e-12,1.783733402366473,False,False
1166 +S_R0,M,Gaspésie–Îles-de-la-Madeleine,bijoux,0.06000968000368365,0.04812173143758452,0.004950342816150972,0.11610739777040811,False,True
1167 +S_R0,M,Gaspésie–Îles-de-la-Madeleine,boissons,0.14414996767937943,0.22213196525334175,1.7497854314390967e-12,0.5658973102316506,False,True
1168 +S_R0,M,Gaspésie–Îles-de-la-Madeleine,boulangerie,1.0854563582008674,1.7694837807452466,0.24074004288663017,4.158326210524231,False,False
1169 +S_R0,M,Gaspésie–Îles-de-la-Madeleine,cafe_the,0.6603548723755349,0.4729099595841869,0.0702045378723518,1.0462290100380898,False,False
1170 +S_R0,M,Gaspésie–Îles-de-la-Madeleine,chocolat,1.866299935250966,1.768258183482579,0.23139810193277743,3.8861997902468812,False,False
1171 +S_R0,M,Gaspésie–Îles-de-la-Madeleine,enfants,0.5189434019480889,0.9274988302113321,0.0782335873672361,2.242849238088536,False,False
1172 +S_R0,M,Gaspésie–Îles-de-la-Madeleine,epicerie,6.674895742807406,0.9549977976518569,0.5329172967549312,1.4537600003063598,False,False
1173 +S_R0,M,Gaspésie–Îles-de-la-Madeleine,erable,1.8049304350914093,0.8072390578759414,0.058452162236372604,1.6898898226320294,False,False
1174 +S_R0,M,Gaspésie–Îles-de-la-Madeleine,fromage_laitier,0.17260726244338004,0.7970026094794429,3.959679093845784e-12,2.818977425885379,False,False
1175 +S_R0,M,Gaspésie–Îles-de-la-Madeleine,industriel,0.16002043728192414,0.21902892729369902,0.022784589454681717,0.48545633006459643,False,True
1176 +S_R0,M,Gaspésie–Îles-de-la-Madeleine,jardin,0.5131381159383704,0.504592305446297,0.029941626319230086,1.4649685029126858,False,False
1177 +S_R0,M,Gaspésie–Îles-de-la-Madeleine,maison,3.536960440826655,1.470413469828075,0.46997722398264263,2.7092547793274413,False,False
1178 +S_R0,M,Gaspésie–Îles-de-la-Madeleine,mode,7.579067183024767,2.666458295695189,1.4169453200808901,4.021293216421516,True,False
1179 +S_R0,M,Gaspésie–Îles-de-la-Madeleine,plein_air,0.07757805980617516,0.3498642898302206,5.713598395960613e-12,1.219555742369249,False,False
1180 +S_R0,M,Gaspésie–Îles-de-la-Madeleine,sante_beaute,0.6168452080637049,0.21126860000820546,0.067967660595224,0.3936055175090458,False,True
1181 +S_R0,M,Gaspésie–Îles-de-la-Madeleine,viande_poisson,0.989104854215751,0.7902715307485281,0.14539814524316516,1.6682562995361583,False,False
1182 +S_R0,M,Lanaudière,alcool,2.888285341886591,0.8169515347869548,0.311354072600554,1.5304029353856061,False,False
1183 +S_R0,M,Lanaudière,animaux,0.12379320407929996,0.25155862433983395,0.05664699067786285,0.6480466891348744,False,True
1184 +S_R0,M,Lanaudière,art,6.362168377226586,1.0664121376235618,0.4674573834866519,1.752240319647156,False,False
1185 +S_R0,M,Lanaudière,autre,1.4040576642404172,0.594035028408888,0.08150240885298263,1.5386572979732909,False,False
1186 +S_R0,M,Lanaudière,bijoux,0.2540890754403152,0.09314463932247458,0.02028213309719124,0.19731928847451038,False,True
1187 +S_R0,M,Lanaudière,boissons,1.1213709087564958,0.7899465979772751,0.053554569415331155,2.2151359164029443,False,False
1188 +S_R0,M,Lanaudière,boulangerie,1.704383922383571,1.2701458290412844,0.26407636665383205,2.6637162470475344,False,False
1189 +S_R0,M,Lanaudière,cafe_the,2.760107652922188,0.9036058489639425,0.2726424572206346,1.6878779949949023,False,False
1190 +S_R0,M,Lanaudière,chocolat,3.044016195653324,1.3184483855109657,0.523754402877021,2.344768412428938,False,False
1191 +S_R0,M,Lanaudière,enfants,0.3756490600876338,0.3069217182393186,0.0705441973097487,0.6366201772354808,False,True
1192 +S_R0,M,Lanaudière,epicerie,15.951088455914828,1.0432782298677572,0.7267174930593243,1.386008373668843,False,False
1193 +S_R0,M,Lanaudière,erable,5.212666290439734,1.0657456280563808,0.49221818941703643,1.7251341771488442,False,False
1194 +S_R0,M,Lanaudière,fromage_laitier,1.108962516535175,2.3408278939485703,0.1858975513275718,5.65026188142688,False,False
1195 +S_R0,M,Lanaudière,industriel,2.0197548594769823,1.263794972425815,0.2701812849241452,2.7324629774696994,False,False
1196 +S_R0,M,Lanaudière,jardin,2.9250203664447567,1.3148832136672848,0.5071507523618334,2.2604725390052014,False,False
1197 +S_R0,M,Lanaudière,maison,6.146610215616781,1.1681453423599935,0.6565151364357026,1.7405560709024859,False,False
1198 +S_R0,M,Lanaudière,mode,6.3497204088752754,1.0212347396606796,0.4194339436678319,1.6958463230240972,False,False
1199 +S_R0,M,Lanaudière,plein_air,0.023588251684278288,0.04863046187160469,0.00417770663638126,0.14043923757334473,False,True
1200 +S_R0,M,Lanaudière,sante_beaute,7.763164035752512,1.2154845988418819,0.6318862796257348,1.9129868782489776,False,False
1201 +S_R0,M,Lanaudière,viande_poisson,2.461503196583255,0.8990551768108639,0.18145848349494223,1.8312520735637399,False,False
1202 +S_R0,M,Laurentides,alcool,5.186443507686895,1.1803332353766072,0.4730297592726833,1.9869945371207172,False,False
1203 +S_R0,M,Laurentides,animaux,0.38596131359856833,0.6310517429910159,0.06993385328889179,1.5834982064304934,False,False
1204 +S_R0,M,Laurentides,art,4.42840531462847,0.5972361283858191,0.2950519435865483,0.9592081773538766,False,True
1205 +S_R0,M,Laurentides,autre,3.5584904639028063,1.2113557467263019,0.446312040774205,2.2005427241964206,False,False
1206 +S_R0,M,Laurentides,bijoux,4.229553590819423,1.2475133214035474,0.43294866823484895,2.28027024478268,False,False
1207 +S_R0,M,Laurentides,boissons,3.019173421592641,1.7112572257030187,0.5954578159173819,3.0647809862535107,False,False
1208 +S_R0,M,Laurentides,boulangerie,2.117481139425784,1.2696513994900323,0.3140026039871667,2.4900677263327293,False,False
1209 +S_R0,M,Laurentides,cafe_the,3.619009266212637,0.9532822237782228,0.4001124421534132,1.6588060107285891,False,False
1210 +S_R0,M,Laurentides,chocolat,1.9136874877512668,0.6669080792583304,0.2397983782563328,1.3129355575454256,False,False
1211 +S_R0,M,Laurentides,enfants,1.600687218062097,1.0522782132574162,0.2784605112446571,2.270157341619588,False,False
1212 +S_R0,M,Laurentides,epicerie,21.03570349525302,1.1069949755584125,0.819048857912768,1.410485858764661,False,False
1213 +S_R0,M,Laurentides,erable,6.240993427940346,1.026658836881106,0.5275809434100546,1.5866067467986618,False,False
1214 +S_R0,M,Laurentides,fromage_laitier,0.7717338677101937,1.31068691611393,0.3191233041949304,2.740109462527783,False,False
1215 +S_R0,M,Laurentides,industriel,2.9552834497778178,1.4878388362862334,0.5340135177968728,2.709417047946998,False,False
1216 +S_R0,M,Laurentides,jardin,3.4914411318004124,1.262821007689036,0.5425737681266657,2.173467281276827,False,False
1217 +S_R0,M,Laurentides,maison,5.931609630304541,0.9070110066452369,0.5612954853535771,1.3357515826766417,False,False
1218 +S_R0,M,Laurentides,mode,5.364771623992704,0.6942262057180858,0.29583628529599076,1.1404696125935259,False,False
1219 +S_R0,M,Laurentides,plein_air,0.5204637935663465,0.8633401762071444,0.1372400797053013,2.1762394581940807,False,False
1220 +S_R0,M,Laurentides,sante_beaute,8.370761094327642,1.054519055457398,0.6084880203203041,1.5491973564295924,False,False
1221 +S_R0,M,Laurentides,viande_poisson,2.258345761646381,0.6636745503413748,0.18202290093468798,1.30803939797954,False,False
1222 +S_R0,M,Laval,alcool,0.09090909090909091,0.07825889575540142,6.604917319557761e-13,0.2669210055052998,False,True
1223 +S_R0,M,Laval,animaux,0.021274094306127818,0.1315720651707407,0.012632423842282036,0.3180127097508134,False,True
1224 +S_R0,M,Laval,art,0.9926382506831102,0.5063853481224163,0.1099321733921258,1.1728963528762435,False,False
1225 +S_R0,M,Laval,autre,0.029092038679400124,0.037460318929086064,0.000690572450357604,0.10177857088921136,False,True
1226 +S_R0,M,Laval,bijoux,1.0550910901160342,1.1771506099076403,0.006022332729057847,3.8403274842318664,False,False
1227 +S_R0,M,Laval,boissons,0.013827059619069085,0.02964479744730452,1.860672396231767e-12,0.09848632705212171,False,True
1228 +S_R0,M,Laval,boulangerie,0.07016608391608392,0.1591415560243266,2.5282494083143558e-12,0.4073150341873837,False,True
1229 +S_R0,M,Laval,cafe_the,1.936090409432835,1.929073831853302,0.019935161178639953,4.722832974510177,False,False
1230 +S_R0,M,Laval,chocolat,0.30473452042454474,0.4017057349743909,0.10839885591941553,0.8102761520827692,False,True
1231 +S_R0,M,Laval,enfants,1.4546002907899884,3.617088945679058,0.16161067781326333,7.697499718029617,False,False
1232 +S_R0,M,Laval,epicerie,5.86756596186729,1.1679869924192092,0.4842076473618285,1.979436217789814,False,False
1233 +S_R0,M,Laval,erable,0.8171781148040089,0.508487835849334,0.0017616090722777987,1.2445376134839787,False,False
1234 +S_R0,M,Laval,fromage_laitier,0.0,0.0,3.844731241451435e-12,1.221075607713913e-11,False,True
1235 +S_R0,M,Laval,industriel,0.9414062279390959,1.7927727102905988,0.03602478713558719,4.372203343468914,False,False
1236 +S_R0,M,Laval,jardin,1.1022866532976827,1.5080753440338865,1.6555876539727856e-12,3.656717100559366,False,False
1237 +S_R0,M,Laval,maison,2.28633481882923,1.3224255839023087,0.2666192357759388,2.696872610195439,False,False
1238 +S_R0,M,Laval,mode,1.0424420683583184,0.5102618629799065,0.16432975767922245,0.9367935588833359,False,True
1239 +S_R0,M,Laval,plein_air,0.6957892799785867,4.365767249490108,6.018967976710137e-12,12.91258672436594,False,False
1240 +S_R0,M,Laval,sante_beaute,4.273671985265188,2.036489088093286,0.5145355818420382,3.6277262842296336,False,False
1241 +S_R0,M,Laval,viande_poisson,0.004901960784313725,0.005449115063272264,8.688413109313397e-13,0.018421064337114504,False,True
1242 +S_R0,M,Mauricie,alcool,2.811771525936175,2.061913781047038,0.2682389309432719,4.173697266907664,False,False
1243 +S_R0,M,Mauricie,animaux,0.07898550724637682,0.41612527462625026,4.768637212598119e-12,1.2931051942352862,False,False
1244 +S_R0,M,Mauricie,art,1.6882688388573137,0.7336616212668463,0.2717079912432289,1.3733703833733915,False,False
1245 +S_R0,M,Mauricie,autre,1.460514177713276,1.6020171583226464,0.1072514662987091,4.112030554458051,False,False
1246 +S_R0,M,Mauricie,bijoux,0.9813800657174151,0.9327030144371983,7.380536995529189e-13,3.0346486982923344,False,False
1247 +S_R0,M,Mauricie,boissons,0.01639344262295082,0.02994007533169816,1.4032679098480852e-12,0.10543869334552523,False,True
1248 +S_R0,M,Mauricie,boulangerie,0.28673163418290853,0.5539824968534902,1.7718983911511872e-12,1.8583350836054977,False,False
1249 +S_R0,M,Mauricie,cafe_the,0.7708672361390525,0.6542848667631802,0.003037558873504725,2.0457305716599596,False,False
1250 +S_R0,M,Mauricie,chocolat,0.35166442202627496,0.39489249747797156,0.043772794609619636,0.9769394619887121,False,True
1251 +S_R0,M,Mauricie,enfants,0.13070339640181428,0.2768639835532468,0.01112806098924508,0.6568070023572793,False,True
1252 +S_R0,M,Mauricie,epicerie,6.52591670782834,1.106587153044389,0.5403063086145048,1.708894735266735,False,False
1253 +S_R0,M,Mauricie,erable,2.354561557264689,1.2480671773396554,0.25532349711964486,2.534146204561135,False,False
1254 +S_R0,M,Mauricie,fromage_laitier,0.02857142857142857,0.15635754700957497,3.934752448882812e-12,0.6067496565671328,False,True
1255 +S_R0,M,Mauricie,industriel,0.20290847496417438,0.3291640705129597,0.030555459161804775,0.7735028760017653,False,True
1256 +S_R0,M,Mauricie,jardin,0.1489553976633721,0.17359963503247922,0.008701300261881905,0.40502945722494005,False,True
1257 +S_R0,M,Mauricie,maison,2.3123061214014453,1.139307124096415,0.2770777963742616,2.2266314539699996,False,False
1258 +S_R0,M,Mauricie,mode,1.131686739514621,0.47187990142356445,0.04875710727135893,1.0742791017356197,False,False
1259 +S_R0,M,Mauricie,plein_air,0.23831353932808919,1.2737835437037124,0.1022821596958848,3.604386532875909,False,False
1260 +S_R0,M,Mauricie,sante_beaute,2.4397057899255588,0.9903356891082192,0.17711097769446701,2.1006750403462724,False,False
1261 +S_R0,M,Mauricie,viande_poisson,3.039793996694723,2.8784876521528098,0.4948332793869742,5.623754170245734,False,False
1262 +S_R0,M,Montréal,alcool,1.0878348142211964,0.10662666378853448,0.0315301144750534,0.20896860298836326,False,True
1263 +S_R0,M,Montréal,animaux,1.4409278852511602,1.0146851955618816,0.2626260289014776,2.1193028106641374,False,False
1264 +S_R0,M,Montréal,art,11.469137801547292,0.6661888538591801,0.43624216359299023,0.9368516475736257,False,True
1265 +S_R0,M,Montréal,autre,3.29133474256348,0.4825539055246559,0.24957633829218928,0.817025208692804,False,True
1266 +S_R0,M,Montréal,bijoux,18.323923059026384,2.32775357595523,1.6245294391457403,3.0610250530366376,True,False
1267 +S_R0,M,Montréal,boissons,6.507758174254146,1.588643773035539,0.7939993149391966,2.434826994335038,False,False
1268 +S_R0,M,Montréal,boulangerie,5.009093592099047,1.2935760746471332,0.6773567551138656,1.9699599672980506,False,False
1269 +S_R0,M,Montréal,cafe_the,12.615075236469593,1.4311644100146224,0.9581655168045506,1.9401384708721319,False,False
1270 +S_R0,M,Montréal,chocolat,7.207069747840258,1.081736713362301,0.6338196439609757,1.5636844026352401,False,False
1271 +S_R0,M,Montréal,enfants,5.597119054915363,1.5847345618495117,0.8795245620730542,2.342359820600722,False,False
1272 +S_R0,M,Montréal,epicerie,40.77080173551088,0.9240718571728559,0.7437724682416773,1.1050793320973273,False,False
1273 +S_R0,M,Montréal,erable,1.6271667383051027,0.11528488365873357,0.020364862698565973,0.26137925360356085,False,True
1274 +S_R0,M,Montréal,fromage_laitier,0.4623085659039259,0.3381670024421208,0.10009691904879403,0.770869217619551,False,True
1275 +S_R0,M,Montréal,industriel,2.4870491944931383,0.5392734112368279,0.29935978006992414,0.8201775835393073,False,True
1276 +S_R0,M,Montréal,jardin,1.7194799725205616,0.2678564317171797,0.11807642014323903,0.4718380827478094,False,True
1277 +S_R0,M,Montréal,maison,16.02169518385966,1.055155200533666,0.760405652237382,1.3863653717018787,False,False
1278 +S_R0,M,Montréal,mode,38.440014191059646,2.142403094503092,1.7313800835640234,2.56800001977143,True,False
1279 +S_R0,M,Montréal,plein_air,1.0871082566914316,0.7766620882574639,0.21455353036204033,1.6437425309021187,False,False
1280 +S_R0,M,Montréal,sante_beaute,24.65423724351793,1.337669850898981,1.0035433399640645,1.667969435936887,True,False
1281 +S_R0,M,Montréal,viande_poisson,2.180864809949815,0.2760332236729577,0.08230371648395425,0.5670528025746949,False,True
1282 +S_R0,M,Montérégie,alcool,20.014404414324055,2.1191187846671617,1.544901846823475,2.7342906430443117,True,False
1283 +S_R0,M,Montérégie,animaux,2.6035662347415887,1.9804663670713276,0.7150125770877634,3.348265921583422,False,False
1284 +S_R0,M,Montérégie,art,12.543862515196004,0.787059634608807,0.5107919592432022,1.1117624686373668,False,False
1285 +S_R0,M,Montérégie,autre,3.790016651687568,0.6002396245379115,0.20929414839405577,1.0898556886113726,False,False
1286 +S_R0,M,Montérégie,bijoux,7.099985967229152,0.9742845064266096,0.4226754018042725,1.618667814551352,False,False
1287 +S_R0,M,Montérégie,boissons,3.6696024175071145,0.9676624632646849,0.45827582068768213,1.6156000384111717,False,False
1288 +S_R0,M,Montérégie,boulangerie,3.768194655435862,1.0511771705770419,0.5147958965397456,1.6887133115161204,False,False
1289 +S_R0,M,Montérégie,cafe_the,5.053892356613278,0.6193489893215818,0.330566709500465,0.9962152711838658,False,True
1290 +S_R0,M,Montérégie,chocolat,4.288102356086681,0.69524480238268,0.352271615664736,1.1224546711779384,False,False
1291 +S_R0,M,Montérégie,enfants,2.5589965836666204,0.7826569639724754,0.3419459882780906,1.3691988936319737,False,False
1292 +S_R0,M,Montérégie,epicerie,41.565026350904915,1.0176403420820601,0.8358408526027198,1.200505369422951,False,False
1293 +S_R0,M,Montérégie,erable,16.957076917820547,1.2977799511296582,0.8854715398971218,1.7071846374567954,False,False
1294 +S_R0,M,Montérégie,fromage_laitier,1.2416531712731058,0.9810911372812394,0.09445208150959607,2.373293324285293,False,False
1295 +S_R0,M,Montérégie,industriel,5.639862977306255,1.3210003961943428,0.7111248817953477,2.041768079588705,False,False
1296 +S_R0,M,Montérégie,jardin,10.199374963233668,1.7162805403101926,1.0904623912085476,2.3695867832534234,True,False
1297 +S_R0,M,Montérégie,maison,12.617476520970786,0.8976150941838301,0.656735081496373,1.1686691419961301,False,False
1298 +S_R0,M,Montérégie,mode,11.091564926921247,0.6677597475968386,0.4303966386854574,0.9390959676909627,False,True
1299 +S_R0,M,Montérégie,plein_air,0.5294847422974689,0.40862273353439027,0.14048268305699518,0.8163076892256151,False,True
1300 +S_R0,M,Montérégie,sante_beaute,16.52496075981281,0.968517712930641,0.6727902008071475,1.273732542945899,False,False
1301 +S_R0,M,Montérégie,viande_poisson,5.24289451697127,0.716825581324627,0.32602759874724263,1.1485565772822917,False,False
1302 +S_R0,M,Outaouais,alcool,1.080237036206363,0.6899404475716834,0.08537646325184728,1.7248166584520772,False,False
1303 +S_R0,M,Outaouais,animaux,0.06266311537154512,0.2875350130281806,5.2042101446502395e-12,0.9238622386617252,False,True
1304 +S_R0,M,Outaouais,art,2.419705377655241,0.915838205165307,0.25621408971981324,1.8227337235441843,False,False
1305 +S_R0,M,Outaouais,autre,0.9338291350387098,0.8921356125201708,0.06542069773284934,2.0522823012858455,False,False
1306 +S_R0,M,Outaouais,bijoux,0.9885057471264368,0.8182526437959582,6.421955044282316e-13,2.8181779987156657,False,False
1307 +S_R0,M,Outaouais,boissons,2.230773023736355,3.5484621576623243,0.16852233688818158,7.875315560091261,False,False
1308 +S_R0,M,Outaouais,boulangerie,0.5869131691361725,0.9876347406017117,0.08799323151825411,2.283791305531646,False,False
1309 +S_R0,M,Outaouais,cafe_the,0.9681542756516935,0.7157047937517035,0.1562473771558923,1.6688491724477132,False,False
1310 +S_R0,M,Outaouais,chocolat,2.827578816706004,2.7654590984321423,0.8514530452467421,5.3432663286484985,False,False
1311 +S_R0,M,Outaouais,enfants,0.5648639229417236,1.0421386389300373,0.015163796268567337,3.116780819345823,False,False
1312 +S_R0,M,Outaouais,epicerie,7.173042039406285,1.0593745708497693,0.6323647113613879,1.5695189261067488,False,False
1313 +S_R0,M,Outaouais,erable,1.8031798783599704,0.8324708510685276,0.1092685765778858,1.9750866538071394,False,False
1314 +S_R0,M,Outaouais,fromage_laitier,0.04334914612679162,0.2066186456422837,4.1547295142870915e-12,0.6062602325977733,False,True
1315 +S_R0,M,Outaouais,industriel,0.5735708534621577,0.8104036379975093,0.004032688721998681,2.0421415536551737,False,False
1316 +S_R0,M,Outaouais,jardin,1.3442814721116418,1.3645355217622401,0.1946826238469143,2.9054422701941056,False,False
1317 +S_R0,M,Outaouais,maison,1.3567548152826092,0.5822358276694292,0.22891179060216593,0.9954281765387013,False,True
1318 +S_R0,M,Outaouais,mode,1.3373828937275587,0.4856943899529552,0.050993980414140376,1.2714933679396967,False,False
1319 +S_R0,M,Outaouais,plein_air,0.05263157894736842,0.24501653089856174,3.4410671579722322e-12,0.9017125156521543,False,True
1320 +S_R0,M,Outaouais,sante_beaute,2.7671098622562957,0.9783031363992744,0.26330927895793893,1.8633800930798505,False,False
1321 +S_R0,M,Outaouais,viande_poisson,1.8854738407490745,1.5550444210255563,0.23614500654988863,3.5254320350838304,False,False
1322 +S_R0,M,Saguenay–Lac-Saint-Jean,alcool,1.3251117597928894,0.29479270918757006,0.0766797239265431,0.6066968789040906,False,True
1323 +S_R0,M,Saguenay–Lac-Saint-Jean,animaux,0.3293327955550014,0.5263630823386596,0.12250490228011687,1.1692648383289552,False,False
1324 +S_R0,M,Saguenay–Lac-Saint-Jean,art,10.568894308253306,1.3933412960958418,0.8651887751217594,2.039080464811754,False,False
1325 +S_R0,M,Saguenay–Lac-Saint-Jean,autre,2.950140486087737,0.9816978531147209,0.18103167902607373,1.9639550724761647,False,False
1326 +S_R0,M,Saguenay–Lac-Saint-Jean,bijoux,4.725757090422609,1.3625463992520404,0.4466342954581768,2.4706277362107283,False,False
1327 +S_R0,M,Saguenay–Lac-Saint-Jean,boissons,0.4849721558896777,0.26870347691228236,0.09157178538812796,0.49784227596445346,False,True
1328 +S_R0,M,Saguenay–Lac-Saint-Jean,boulangerie,1.718182216819856,1.007078700288582,0.41152998629686594,1.8796410020722754,False,False
1329 +S_R0,M,Saguenay–Lac-Saint-Jean,cafe_the,6.252171570847108,1.6098741720745717,0.7220467140357201,2.564721944925718,False,False
1330 +S_R0,M,Saguenay–Lac-Saint-Jean,chocolat,4.851159511761464,1.6526076634058298,0.7688660458961744,2.655811459595037,False,False
1331 +S_R0,M,Saguenay–Lac-Saint-Jean,enfants,0.4157924207284626,0.26719597777611265,0.10475214776320148,0.47996735008376523,False,True
1332 +S_R0,M,Saguenay–Lac-Saint-Jean,epicerie,18.10700907679209,0.9314607822497583,0.6767304172712479,1.2122111742161124,False,False
1333 +S_R0,M,Saguenay–Lac-Saint-Jean,erable,2.421682611890137,0.3894205751420415,0.10666278035210111,0.7786522151499933,False,True
1334 +S_R0,M,Saguenay–Lac-Saint-Jean,fromage_laitier,0.3196751837773445,0.5307250343665317,0.0489655030818909,1.505241768958823,False,False
1335 +S_R0,M,Saguenay–Lac-Saint-Jean,industriel,1.9852323659323146,0.9770062502036957,0.38642693349400115,1.820615342856779,False,False
1336 +S_R0,M,Saguenay–Lac-Saint-Jean,jardin,4.5847277226173295,1.6209882581157578,0.814756044144208,2.597215180955945,False,False
1337 +S_R0,M,Saguenay–Lac-Saint-Jean,maison,9.447319072878878,1.4121402280504944,0.9475916583491371,1.9051300611150273,False,False
1338 +S_R0,M,Saguenay–Lac-Saint-Jean,mode,5.056280823998949,0.6396025653139951,0.34430355535679696,1.0269057044081022,False,False
1339 +S_R0,M,Saguenay–Lac-Saint-Jean,plein_air,0.21502871059268022,0.34867204215688197,0.11620890225677803,0.7375770120859453,False,True
1340 +S_R0,M,Saguenay–Lac-Saint-Jean,sante_beaute,8.518013632224184,1.04895549313646,0.6124585939848737,1.5416789206454982,False,False
1341 +S_R0,M,Saguenay–Lac-Saint-Jean,viande_poisson,4.723516483137982,1.3569361435380496,0.5317488559736604,2.250560370114009,False,False
1342 +S_R0,L,Abitibi-Témiscamingue,alcool,21.0,0.28236780226024155,0.030508800008629513,1.9663097862442924,False,False
1343 +S_R0,L,Abitibi-Témiscamingue,animaux,8.0,0.22025630602139634,1.8149887230414307e-14,1.7719211525641445,False,False
1344 +S_R0,L,Abitibi-Témiscamingue,art,103.0,0.31176902407052376,0.04266187998384052,1.4835887886593495,False,False
1345 +S_R0,L,Abitibi-Témiscamingue,autre,24.0,0.1906815512170738,0.0340592750707552,2.017531673637735,False,False
1346 +S_R0,L,Abitibi-Témiscamingue,bijoux,650.0,1.2218584395123095,9.584477067423482e-16,5.913796072940402,False,False
1347 +S_R0,L,Abitibi-Témiscamingue,boissons,27.0,0.5950853410899511,0.015044388482348512,3.454870974222889,False,False
1348 +S_R0,L,Abitibi-Témiscamingue,boulangerie,38.0,0.8125908661700565,2.4813040126337673e-14,4.44998557012471,False,False
1349 +S_R0,L,Abitibi-Témiscamingue,cafe_the,117.0,0.7854551077399999,0.03538866012156834,3.9600596134098414,False,False
1350 +S_R0,L,Abitibi-Témiscamingue,chocolat,60.0,0.4825016279107712,0.03866414280903101,2.4678907741597675,False,False
1351 +S_R0,L,Abitibi-Témiscamingue,enfants,36.0,0.1207613995447477,0.017529253429310356,0.4683063494640873,False,True
1352 +S_R0,L,Abitibi-Témiscamingue,epicerie,279.0,0.41771256555679637,0.042365409130868024,2.101770165752497,False,False
1353 +S_R0,L,Abitibi-Témiscamingue,erable,77.0,1.0221510479524656,0.20620971742161703,4.988221786410858,False,False
1354 +S_R0,L,Abitibi-Témiscamingue,fromage_laitier,95.0,3.086831137479076,0.021586266737811527,20.95065275698661,False,False
1355 +S_R0,L,Abitibi-Témiscamingue,industriel,117.0,0.2011784423151449,0.0064565382795363615,2.5785752761423217,False,False
1356 +S_R0,L,Abitibi-Témiscamingue,jardin,11.0,0.08832222680016623,0.016457868759552925,0.47000411419868005,False,True
1357 +S_R0,L,Abitibi-Témiscamingue,maison,302.0,0.6801894625921366,0.10159348215315198,3.3837776601421026,False,False
1358 +S_R0,L,Abitibi-Témiscamingue,mode,2968.0,4.440431363892119,0.13705651803231036,7.445657909019692,False,False
1359 +S_R0,L,Abitibi-Témiscamingue,plein_air,2.0,0.014593089464458428,9.474956675201544e-15,0.36372682815621143,False,True
1360 +S_R0,L,Abitibi-Témiscamingue,sante_beaute,208.0,0.33995537200414677,0.04083576019870367,2.02528052335539,False,False
1361 +S_R0,L,Abitibi-Témiscamingue,viande_poisson,63.0,0.6170529871165494,0.020345589233553396,3.154907297750054,False,False
1362 +S_R0,L,Bas-Saint-Laurent,alcool,45.0,0.5539948163032576,0.09519483311393438,2.967841147561085,False,False
1363 +S_R0,L,Bas-Saint-Laurent,animaux,48.0,1.2099764289279522,0.35993666507740496,5.749367567961254,False,False
1364 +S_R0,L,Bas-Saint-Laurent,art,1475.0,4.087756968203186,0.3387079473724565,7.245186991905607,False,False
1365 +S_R0,L,Bas-Saint-Laurent,autre,20.0,0.14548718425901136,0.04169357929452599,1.1874556455713459,False,False
1366 +S_R0,L,Bas-Saint-Laurent,bijoux,363.0,0.6247574875144601,0.005248354752981084,1.379355313973389,False,False
1367 +S_R0,L,Bas-Saint-Laurent,boissons,13.0,0.26233494687592473,3.2108263743844815e-14,1.4921196582001284,False,False
1368 +S_R0,L,Bas-Saint-Laurent,boulangerie,6.0,0.11747268589373665,2.6494461024065812e-14,0.6872721254794432,False,True
1369 +S_R0,L,Bas-Saint-Laurent,cafe_the,43.0,0.26430249962941055,0.01577252288667805,1.303889229660913,False,False
1370 +S_R0,L,Bas-Saint-Laurent,chocolat,18.0,0.1325309606878372,0.03667406296340249,0.6135630527810657,False,True
1371 +S_R0,L,Bas-Saint-Laurent,enfants,104.0,0.3194157188568193,0.06116727220957976,0.7654903882033971,False,True
1372 +S_R0,L,Bas-Saint-Laurent,epicerie,208.0,0.28512413447607965,0.10502890011380049,1.2083929415908568,False,False
1373 +S_R0,L,Bas-Saint-Laurent,erable,172.0,2.090499694328225,0.6259335071679761,9.597501731348325,False,False
1374 +S_R0,L,Bas-Saint-Laurent,fromage_laitier,1.0,0.02974997297464885,1.333968372277227e-14,0.2611762290452151,False,True
1375 +S_R0,L,Bas-Saint-Laurent,industriel,324.0,0.5100795333333585,0.18002208466966044,3.3445337493032827,False,False
1376 +S_R0,L,Bas-Saint-Laurent,jardin,164.0,1.2056423126395472,0.0251784895293424,6.96435717938004,False,False
1377 +S_R0,L,Bas-Saint-Laurent,maison,863.0,1.779635501490692,0.36550132866727547,2.8782050640495194,False,False
1378 +S_R0,L,Bas-Saint-Laurent,mode,1125.0,1.5410300083571205,0.17657914476303035,3.473641275616954,False,False
1379 +S_R0,L,Bas-Saint-Laurent,plein_air,14.0,0.09352820370450124,0.01206212155096593,2.953679196421369,False,False
1380 +S_R0,L,Bas-Saint-Laurent,sante_beaute,401.0,0.6000677053695386,0.15361591608973177,1.824100184925308,False,False
1381 +S_R0,L,Bas-Saint-Laurent,viande_poisson,279.0,2.5019776237071363,0.30186470162286194,11.780489721781413,False,False
1382 +S_R0,L,Capitale-Nationale,alcool,115.0,0.4818650257825361,0.14186730762202143,1.4807414305698516,False,False
1383 +S_R0,L,Capitale-Nationale,animaux,22.0,0.18875250838951996,0.057335110813553775,0.6997844695989099,False,True
1384 +S_R0,L,Capitale-Nationale,art,5080.0,4.79171674829962,0.9925249498873436,8.41448500689109,False,False
1385 +S_R0,L,Capitale-Nationale,autre,258.0,0.6387763482035154,0.0514871369382873,4.434628336388355,False,False
1386 +S_R0,L,Capitale-Nationale,bijoux,4384.0,2.5680872130940653,0.04720045034201724,5.566022597211374,False,False
1387 +S_R0,L,Capitale-Nationale,boissons,58.0,0.3983594906496858,0.1576874368367598,1.1443426123432558,False,False
1388 +S_R0,L,Capitale-Nationale,boulangerie,64.0,0.42648130699024633,0.08929717755701086,1.2635001730483841,False,False
1389 +S_R0,L,Capitale-Nationale,cafe_the,140.0,0.2928837178746474,0.0819564274763886,0.7893369752301569,False,True
1390 +S_R0,L,Capitale-Nationale,chocolat,100.0,0.2505989340060931,0.09000022136794097,0.6603230489548874,False,True
1391 +S_R0,L,Capitale-Nationale,enfants,2726.0,2.8495952290555313,0.17096999967665036,7.37177127313568,False,False
1392 +S_R0,L,Capitale-Nationale,epicerie,889.0,0.41476947240654816,0.19942084680565578,1.0256618475994075,False,False
1393 +S_R0,L,Capitale-Nationale,erable,224.0,0.9266250959399298,0.3792824261459677,2.33103477085306,False,False
1394 +S_R0,L,Capitale-Nationale,fromage_laitier,1.0,0.010125604353756337,5.864553316305027e-15,0.05789995253139186,False,True
1395 +S_R0,L,Capitale-Nationale,industriel,148.0,0.07930288399505954,0.01495472569030794,0.6560326458756626,False,True
1396 +S_R0,L,Capitale-Nationale,jardin,62.0,0.1551317533642962,0.04221825536673366,0.46408012194091397,False,True
1397 +S_R0,L,Capitale-Nationale,maison,452.0,0.317243752432823,0.1508834901681368,0.7163204025984792,False,True
1398 +S_R0,L,Capitale-Nationale,mode,670.0,0.31236887561022403,0.12095168653067064,0.7611714128980054,False,True
1399 +S_R0,L,Capitale-Nationale,plein_air,77.0,0.17508125909558644,0.03023190542751861,3.022067636783767,False,False
1400 +S_R0,L,Capitale-Nationale,sante_beaute,890.0,0.4532943090810572,0.15893487953694718,1.2276548044130664,False,False
1401 +S_R0,L,Capitale-Nationale,viande_poisson,346.0,1.0560626791451695,0.2729767299773213,2.8726757276882724,False,False
1402 +S_R0,L,Centre-du-Québec,alcool,44.0,0.35268684331975575,0.08084025057686195,3.9143388761977804,False,False
1403 +S_R0,L,Centre-du-Québec,animaux,48.0,0.7878078523857021,0.3276420073223369,6.759041575939357,False,False
1404 +S_R0,L,Centre-du-Québec,art,251.0,0.45290817929436034,0.17589343520170697,2.9860364016459515,False,False
1405 +S_R0,L,Centre-du-Québec,autre,22.0,0.10419834451693719,0.0399142613545256,0.7707281950643573,False,True
1406 +S_R0,L,Centre-du-Québec,bijoux,34.0,0.038100191356822806,0.0010302066688556957,0.524927260417452,False,True
1407 +S_R0,L,Centre-du-Québec,boissons,152.0,1.9970998529569468,8.624596201408815e-14,3.4281610493292085,False,False
1408 +S_R0,L,Centre-du-Québec,boulangerie,55.0,0.7011189942277999,0.06162369589846006,9.088566192567095,False,False
1409 +S_R0,L,Centre-du-Québec,cafe_the,535.0,2.141065690145274,0.10236805261005891,3.2172122781622794,False,False
1410 +S_R0,L,Centre-du-Québec,chocolat,244.0,1.1697096222688803,0.4000382810780795,1.7640210574456088,False,False
1411 +S_R0,L,Centre-du-Québec,enfants,68.0,0.13598006771898752,0.01806879913915129,1.9244441912520955,False,False
1412 +S_R0,L,Centre-du-Québec,epicerie,2161.0,1.9287183261939496,0.6864164129352804,2.8397904411067056,False,False
1413 +S_R0,L,Centre-du-Québec,erable,114.0,0.9021316257382002,0.2641428904408374,8.345287817075551,False,False
1414 +S_R0,L,Centre-du-Québec,fromage_laitier,7.0,0.13559010927939694,1.9231755028133834e-14,2.4652590933652463,False,False
1415 +S_R0,L,Centre-du-Québec,industriel,103.0,0.10557801871606214,0.03263523092349091,2.163930192207987,False,False
1416 +S_R0,L,Centre-du-Québec,jardin,93.0,0.44514446439435457,0.029982466049822076,5.738882048611989,False,False
1417 +S_R0,L,Centre-du-Québec,maison,580.0,0.7787385135425666,0.46025153178280925,3.6967474745376716,False,False
1418 +S_R0,L,Centre-du-Québec,mode,170.0,0.15161804411650925,0.06736006073162519,1.1113016660585056,False,False
1419 +S_R0,L,Centre-du-Québec,plein_air,14.0,0.060895610473353255,0.01454753588274287,1.7908142219134644,False,False
1420 +S_R0,L,Centre-du-Québec,sante_beaute,4005.0,3.902130570684374,0.17162051309223458,5.588891797211621,False,False
1421 +S_R0,L,Centre-du-Québec,viande_poisson,33.0,0.19267996248611624,0.06311974792572474,1.8252045733067914,False,False
1422 +S_R0,L,Chaudière-Appalaches,alcool,69.0,0.4177858552403623,0.13390569496068266,1.2918625846124874,False,False
1423 +S_R0,L,Chaudière-Appalaches,animaux,62.0,0.7686680261994868,0.12295345573978186,3.347795020352406,False,False
1424 +S_R0,L,Chaudière-Appalaches,art,147.0,0.2003649886492657,0.09973274118216216,0.4035767889840342,False,True
1425 +S_R0,L,Chaudière-Appalaches,autre,413.0,1.4775978443246822,0.05773505910764114,6.959864829335457,False,False
1426 +S_R0,L,Chaudière-Appalaches,bijoux,445.0,0.3766832508586537,0.010419327801195203,1.5745384629511068,False,False
1427 +S_R0,L,Chaudière-Appalaches,boissons,23.0,0.2282717071489669,0.05282086944616224,0.7635965603282574,False,True
1428 +S_R0,L,Chaudière-Appalaches,boulangerie,71.0,0.6836840546004792,0.11738718932065981,2.2975618094132493,False,False
1429 +S_R0,L,Chaudière-Appalaches,cafe_the,141.0,0.42624900843028546,0.0647682545640524,1.3033722093871776,False,False
1430 +S_R0,L,Chaudière-Appalaches,chocolat,275.0,0.9958386754295412,0.09547675596277025,3.4002299622273195,False,False
1431 +S_R0,L,Chaudière-Appalaches,enfants,466.0,0.7039151559600759,0.05114347329018366,2.3045559766154753,False,False
1432 +S_R0,L,Chaudière-Appalaches,epicerie,944.0,0.6364350561185707,0.28943780482726356,1.6790269176110468,False,False
1433 +S_R0,L,Chaudière-Appalaches,erable,347.0,2.0742571244424166,0.8976836274976604,4.440983924033341,False,False
1434 +S_R0,L,Chaudière-Appalaches,fromage_laitier,42.0,0.6145359870272331,0.13319511310859447,2.53735054748261,False,False
1435 +S_R0,L,Chaudière-Appalaches,industriel,1763.0,1.3650754439891353,0.01082322586922863,7.822053658913363,False,False
1436 +S_R0,L,Chaudière-Appalaches,jardin,81.0,0.2928674503656879,0.0955013520139056,0.8509244400953259,False,True
1437 +S_R0,L,Chaudière-Appalaches,maison,768.0,0.7789201508301149,0.34965185397245074,1.814730069715128,False,False
1438 +S_R0,L,Chaudière-Appalaches,mode,4440.0,2.991251969835945,0.3649372683026978,4.969819622745719,False,False
1439 +S_R0,L,Chaudière-Appalaches,plein_air,89.0,0.29242602343765167,0.03626604209568909,5.25516763579441,False,False
1440 +S_R0,L,Chaudière-Appalaches,sante_beaute,804.0,0.5917297229368155,0.15280196573396362,1.7551365571023279,False,False
1441 +S_R0,L,Chaudière-Appalaches,viande_poisson,171.0,0.7542004419742034,0.2848368502625192,2.0010425423782014,False,False
1442 +S_R0,L,Côte-Nord,alcool,3.0,0.4356866563624236,1.154198613206621e-13,2.089032080209245,False,False
1443 +S_R0,L,Côte-Nord,animaux,3.0,0.8921065838802302,2.8840549651403583e-13,3.729832688827625,False,False
1444 +S_R0,L,Côte-Nord,art,27.0,0.8827071176207744,0.29178015664699497,2.3322584791092043,False,False
1445 +S_R0,L,Côte-Nord,autre,9.0,0.7723196231608555,2.893768429509535e-13,3.994852875511388,False,False
1446 +S_R0,L,Côte-Nord,bijoux,9.0,0.18272887112961936,1.9919109140690327e-14,0.5682060284001714,False,True
1447 +S_R0,L,Côte-Nord,boissons,1.0,0.23805242705657645,1.5522025407332406e-13,0.9964847276222497,False,True
1448 +S_R0,L,Côte-Nord,boulangerie,1.0,0.23096462378692478,1.3113179478271598e-13,1.1644552961722945,False,False
1449 +S_R0,L,Côte-Nord,cafe_the,72.0,5.220656611419648,0.16973690697831534,12.271887445399468,False,False
1450 +S_R0,L,Côte-Nord,chocolat,14.0,1.215997532802512,9.0234734063978e-14,5.271876869266745,False,False
1451 +S_R0,L,Côte-Nord,enfants,9.0,0.3260808330030895,2.5483801348721728e-14,1.2610035734443996,False,False
1452 +S_R0,L,Côte-Nord,epicerie,75.0,1.2128070853347845,2.2768631638516153e-14,3.951496818842946,False,False
1453 +S_R0,L,Côte-Nord,erable,6.0,0.8602659409883928,1.7277708225676383e-13,1.85595193041499,False,False
1454 +S_R0,L,Côte-Nord,fromage_laitier,0.0,0.0,1.415659230363139e-13,1.7953900897806787e-12,False,True
1455 +S_R0,L,Côte-Nord,industriel,4.0,0.07428697880573425,1.6274385430624958e-14,0.534136046127775,False,True
1456 +S_R0,L,Côte-Nord,jardin,6.0,0.5203381886703116,0.0778976861966616,1.781401038399736,False,False
1457 +S_R0,L,Côte-Nord,maison,72.0,1.751509828270285,0.19547473989033246,3.7517966202122115,False,False
1458 +S_R0,L,Côte-Nord,mode,104.0,1.68055112819167,0.1534620523750487,4.319400521749721,False,False
1459 +S_R0,L,Côte-Nord,plein_air,4.0,0.31523495332767876,2.0919143817603124e-13,4.797927738728089,False,False
1460 +S_R0,L,Côte-Nord,sante_beaute,63.0,1.112131772653767,0.1233722074584306,4.4108478183406366,False,False
1461 +S_R0,L,Côte-Nord,viande_poisson,0.0,0.0,5.010109431464183e-14,3.785669182284405e-13,False,True
1462 +S_R0,L,Estrie,alcool,171.0,0.795405355631685,0.2832525071055901,2.462358048552755,False,False
1463 +S_R0,L,Estrie,animaux,24.0,0.22858415758137868,0.08380450422895017,0.8193895090069054,False,True
1464 +S_R0,L,Estrie,art,736.0,0.7706728769727653,0.13719491725951993,2.6402901397044745,False,False
1465 +S_R0,L,Estrie,autre,145.0,0.3985308618713107,0.07007249182340233,2.806198632002785,False,False
1466 +S_R0,L,Estrie,bijoux,5757.0,3.743693516342403,0.025500940493616574,6.0223723880250954,False,False
1467 +S_R0,L,Estrie,boissons,52.0,0.3964745851382837,0.11172928107173935,1.3564791449245792,False,False
1468 +S_R0,L,Estrie,boulangerie,109.0,0.8063272911500734,0.2608462813929008,2.32394097481505,False,False
1469 +S_R0,L,Estrie,cafe_the,545.0,1.2656934433201796,0.44023297268580625,3.2475020316232577,False,False
1470 +S_R0,L,Estrie,chocolat,777.0,2.1615489401289123,0.44528022058917877,6.346945652204834,False,False
1471 +S_R0,L,Estrie,enfants,235.0,0.27270306594207033,0.07734647931763054,0.959446114485914,False,True
1472 +S_R0,L,Estrie,epicerie,2541.0,1.3160564657220204,0.5772439130866628,3.0672818630193817,False,False
1473 +S_R0,L,Estrie,erable,667.0,3.062997966998055,1.1839545377921021,7.451571466492703,True,False
1474 +S_R0,L,Estrie,fromage_laitier,70.0,0.7868352876184288,0.13834646543587348,3.311660263867188,False,False
1475 +S_R0,L,Estrie,industriel,124.0,0.07375879043891827,0.00967753943711481,0.6695710321332462,False,True
1476 +S_R0,L,Estrie,jardin,285.0,0.791623551704883,0.21258061516310908,2.5387125753556754,False,False
1477 +S_R0,L,Estrie,maison,656.0,0.5111205207622119,0.2127338455030665,1.2406740159355163,False,False
1478 +S_R0,L,Estrie,mode,290.0,0.15009139164538893,0.07729502919973899,0.3403815281653313,False,True
1479 +S_R0,L,Estrie,plein_air,16.0,0.04038627084960892,0.007282878463959268,0.7787232969962065,False,True
1480 +S_R0,L,Estrie,sante_beaute,961.0,0.5433485126963772,0.17273935187564338,1.4506976449600828,False,False
1481 +S_R0,L,Estrie,viande_poisson,888.0,3.0087866742448064,1.0217654720851004,6.973694500791122,True,False
1482 +S_R0,L,Gaspésie–Îles-de-la-Madeleine,alcool,145.0,1.3369397792926672,0.12423300638509065,17.589586220583787,False,False
1483 +S_R0,L,Gaspésie–Îles-de-la-Madeleine,animaux,53.0,1.0006039160433948,5.920388092296481e-14,2.310494116669731,False,False
1484 +S_R0,L,Gaspésie–Îles-de-la-Madeleine,art,987.0,2.0486173940122225,0.42795490161743194,3.4365588908318756,False,False
1485 +S_R0,L,Gaspésie–Îles-de-la-Madeleine,autre,3434.0,18.708789550702058,9.231419517782026e-14,23.263880475812403,False,False
1486 +S_R0,L,Gaspésie–Îles-de-la-Madeleine,bijoux,34.0,0.04382626068481738,0.006332949177235075,0.08766256170714443,False,True
1487 +S_R0,L,Gaspésie–Îles-de-la-Madeleine,boissons,11.0,0.16624788833692944,1.8502088176602212e-14,2.0817264925856858,False,False
1488 +S_R0,L,Gaspésie–Îles-de-la-Madeleine,boulangerie,64.0,0.9384611057137849,0.10391096146350197,11.657814704547839,False,False
1489 +S_R0,L,Gaspésie–Îles-de-la-Madeleine,cafe_the,38.0,0.1749311162604684,0.0326756516354653,1.8564086771251436,False,False
1490 +S_R0,L,Gaspésie–Îles-de-la-Madeleine,chocolat,181.0,0.9981000372267496,0.0975030314114188,11.768065424935891,False,False
1491 +S_R0,L,Gaspésie–Îles-de-la-Madeleine,enfants,1763.0,4.055327320245044,0.03075028663457829,7.471469524117105,False,False
1492 +S_R0,L,Gaspésie–Îles-de-la-Madeleine,epicerie,211.0,0.21662259605324596,0.0627314661382946,1.9301699871420694,False,False
1493 +S_R0,L,Gaspésie–Îles-de-la-Madeleine,erable,43.0,0.39141798149204055,0.055032882670333697,4.37974660948096,False,False
1494 +S_R0,L,Gaspésie–Îles-de-la-Madeleine,fromage_laitier,24.0,0.53474714331039,1.0027216498365174e-13,9.42123531524351,False,False
1495 +S_R0,L,Gaspésie–Îles-de-la-Madeleine,industriel,19.0,0.02240253397994317,0.007084021834804253,0.3368005255344903,False,True
1496 +S_R0,L,Gaspésie–Îles-de-la-Madeleine,jardin,24.0,0.1321406780501002,0.0719845575857622,0.644841724339843,False,True
1497 +S_R0,L,Gaspésie–Îles-de-la-Madeleine,maison,233.0,0.3598544205408519,0.1333838441284884,3.013845366125096,False,False
1498 +S_R0,L,Gaspésie–Îles-de-la-Madeleine,mode,240.0,0.24621838082244013,0.05719043392971632,2.5275412061774323,False,False
1499 +S_R0,L,Gaspésie–Îles-de-la-Madeleine,plein_air,4.0,0.020013599513164008,3.248205906708454e-14,1.136235899022584,False,False
1500 +S_R0,L,Gaspésie–Îles-de-la-Madeleine,sante_beaute,28.0,0.031380840324266225,0.008044493090503252,0.3185434386138142,False,True
1501 +S_R0,L,Gaspésie–Îles-de-la-Madeleine,viande_poisson,56.0,0.3761126157275209,0.027485112681569817,4.8676378531017646,False,False
1502 +S_R0,L,Lanaudière,alcool,127.0,0.9847187632022375,0.27586866570840585,2.8150370821369384,False,False
1503 +S_R0,L,Lanaudière,animaux,28.0,0.4445381205157136,0.13162960215782074,1.2847011612309052,False,False
1504 +S_R0,L,Lanaudière,art,357.0,0.6231269981353367,0.1983151288770835,1.546644578416382,False,False
1505 +S_R0,L,Lanaudière,autre,105.0,0.4810601108670667,0.11523700069219125,2.443986078553479,False,False
1506 +S_R0,L,Lanaudière,bijoux,33.0,0.035771247774672936,0.01025557946974257,0.11207312201503834,False,True
1507 +S_R0,L,Lanaudière,boissons,61.0,0.7752788502788504,0.21336837366786898,2.119738966950458,False,False
1508 +S_R0,L,Lanaudière,boulangerie,54.0,0.6658780713254407,0.2122183371484497,1.7480847957360408,False,False
1509 +S_R0,L,Lanaudière,cafe_the,325.0,1.2581472735730936,0.5418885660725954,2.4141526906428754,False,False
1510 +S_R0,L,Lanaudière,chocolat,190.0,0.8810767616150869,0.28665646720527704,2.156935785941668,False,False
1511 +S_R0,L,Lanaudière,enfants,60.0,0.11606185312914571,0.03759794804482705,0.3719827317872104,False,True
1512 +S_R0,L,Lanaudière,epicerie,1269.0,1.0955887700512534,0.5915122020275102,2.1129247895729173,False,False
1513 +S_R0,L,Lanaudière,erable,213.0,1.6304841068068665,0.806501613709377,3.343338992272568,False,False
1514 +S_R0,L,Lanaudière,fromage_laitier,48.0,0.8993797766974925,0.11106429184362698,3.5648831854264915,False,False
1515 +S_R0,L,Lanaudière,industriel,262.0,0.2597822560784045,0.03081978685086597,2.0417341240078866,False,False
1516 +S_R0,L,Lanaudière,jardin,1066.0,4.935681682858332,0.5868142166894393,10.609903937420729,False,False
1517 +S_R0,L,Lanaudière,maison,1032.0,1.3403408913280876,0.45396364919284204,3.0766804342705916,False,False
1518 +S_R0,L,Lanaudière,mode,354.0,0.30540570138744444,0.05334450787861325,0.9365485192447435,False,True
1519 +S_R0,L,Lanaudière,plein_air,12.0,0.050490667092581244,0.009630627613763055,0.6899424240446664,False,True
1520 +S_R0,L,Lanaudière,sante_beaute,3200.0,3.015929359349695,0.6900311491300911,5.715548337778908,False,False
1521 +S_R0,L,Lanaudière,viande_poisson,232.0,1.3103355019225398,0.130791195647026,4.130838376550466,False,False
1522 +S_R0,L,Laurentides,alcool,902.0,1.9972256328077513,0.2881518447114157,8.947907651289052,False,False
1523 +S_R0,L,Laurentides,animaux,86.0,0.3899074472807754,0.16676438045459183,1.0698694633038497,False,False
1524 +S_R0,L,Laurentides,art,1154.0,0.5752097812033207,0.1769016526601661,2.609247079961471,False,False
1525 +S_R0,L,Laurentides,autre,259.0,0.3388612538613514,0.06346828579760189,3.118606225618227,False,False
1526 +S_R0,L,Laurentides,bijoux,624.0,0.19315984167321568,0.04574966022279173,1.0164504331018804,False,False
1527 +S_R0,L,Laurentides,boissons,82.0,0.2976144786165663,0.10860731780534037,1.4551013202315635,False,False
1528 +S_R0,L,Laurentides,boulangerie,126.0,0.4436940447848268,0.14119109387337864,1.93384791704738,False,False
1529 +S_R0,L,Laurentides,cafe_the,206.0,0.22773377312665616,0.07791459598074535,1.0098838228183828,False,False
1530 +S_R0,L,Laurentides,chocolat,314.0,0.4158166693657299,0.11966411272014232,1.7883950405626916,False,False
1531 +S_R0,L,Laurentides,enfants,298.0,0.16461394223807932,0.060353537531556305,0.7438950690182061,False,True
1532 +S_R0,L,Laurentides,epicerie,1446.0,0.35650559029963746,0.1437882557500199,1.5071961726461798,False,False
1533 +S_R0,L,Laurentides,erable,320.0,0.6995182447546958,0.26298689610069204,2.9890667004364384,False,False
1534 +S_R0,L,Laurentides,fromage_laitier,38.0,0.20332818247252568,0.05304173673912897,1.3576784211588153,False,False
1535 +S_R0,L,Laurentides,industriel,18564.0,5.256441724654675,0.31763098678365315,7.242670149563356,False,False
1536 +S_R0,L,Laurentides,jardin,1059.0,1.400225555916664,0.4615619158253942,5.5261517561923,False,False
1537 +S_R0,L,Laurentides,maison,3258.0,1.2083667080878424,0.7060061308455289,1.7528041912019026,False,False
1538 +S_R0,L,Laurentides,mode,1481.0,0.3648724209486663,0.13762428170817698,1.4782184138849523,False,False
1539 +S_R0,L,Laurentides,plein_air,146.0,0.17542634699480775,0.016525534792367468,4.767708744903626,False,False
1540 +S_R0,L,Laurentides,sante_beaute,1003.0,0.26995055283040814,0.11003755980062843,1.1586545233323546,False,False
1541 +S_R0,L,Laurentides,viande_poisson,248.0,0.39999844705647364,0.07923874057126042,2.0535239448626847,False,False
1542 +S_R0,L,Laval,alcool,1.0,0.005232886505860512,2.354664960246166e-15,0.09666939054135222,False,True
1543 +S_R0,L,Laval,animaux,13.0,0.13929231403636896,0.00858889599708378,0.7837525219248178,False,True
1544 +S_R0,L,Laval,art,556.0,0.6549617941946418,0.03524544256385033,2.359943123629407,False,False
1545 +S_R0,L,Laval,autre,19.0,0.05874845804080898,0.011559502409434808,0.6387802658544169,False,True
1546 +S_R0,L,Laval,bijoux,222.0,0.16240744998757228,0.004340225965177238,0.6492817433577969,False,True
1547 +S_R0,L,Laval,boissons,6.0,0.05146502347668529,1.2758306224440386e-14,0.16148904251439852,False,True
1548 +S_R0,L,Laval,boulangerie,4.0,0.03328846487711677,1.3568626408410998e-14,0.2317446925341421,False,True
1549 +S_R0,L,Laval,cafe_the,169.0,0.4415375543563805,0.008112312231816592,6.097539151922274,False,False
1550 +S_R0,L,Laval,chocolat,49.0,0.15335186049471763,0.03819547199077824,0.7395442273518673,False,True
1551 +S_R0,L,Laval,enfants,3419.0,4.463444863024473,0.40021843625967907,11.892298604709037,False,False
1552 +S_R0,L,Laval,epicerie,277.0,0.16139814626237914,0.035359512170581406,1.8134913747631862,False,False
1553 +S_R0,L,Laval,erable,40.0,0.20664732179930995,0.007068207760270371,2.8128567401083795,False,False
1554 +S_R0,L,Laval,fromage_laitier,0.0,0.0,4.3844726852534e-15,2.080226182496373e-13,False,True
1555 +S_R0,L,Laval,industriel,151.0,0.10104572945052984,0.004400375893977854,1.5421789343408596,False,False
1556 +S_R0,L,Laval,jardin,232.0,0.7249544941550039,3.707426012421627e-15,9.211202311826074,False,False
1557 +S_R0,L,Laval,maison,586.0,0.5136484824850682,0.08390333453164257,2.417345623481708,False,False
1558 +S_R0,L,Laval,mode,2189.0,1.2745370456845952,0.1809658403627629,2.3354881958080504,False,False
1559 +S_R0,L,Laval,plein_air,5058.0,14.362879305429736,3.667325132622238e-14,23.980379411721195,False,False
1560 +S_R0,L,Laval,sante_beaute,384.0,0.24425037233647948,0.05479806026239806,1.4254532591495293,False,False
1561 +S_R0,L,Laval,viande_poisson,2.0,0.007623551561324178,1.9107887198444483e-15,0.0984722654860163,False,True
1562 +S_R0,L,Mauricie,alcool,31.0,0.887166805582902,0.1457583482640277,3.932291660208096,False,False
1563 +S_R0,L,Mauricie,animaux,3.0,0.1757953284669955,4.146442283366528e-14,0.9829540527222843,False,True
1564 +S_R0,L,Mauricie,art,96.0,0.6184643673200155,0.09865279494949765,2.1156201223549025,False,False
1565 +S_R0,L,Mauricie,autre,31.0,0.5242118565126512,0.0903319105649002,3.3496066916706697,False,False
1566 +S_R0,L,Mauricie,bijoux,896.0,3.5847861829967735,3.642543123336037e-15,9.378313911640875,False,False
1567 +S_R0,L,Mauricie,boissons,2.0,0.09381951744993446,2.7564155508139742e-14,0.49400093741512785,False,True
1568 +S_R0,L,Mauricie,boulangerie,9.0,0.4096175543694521,3.103989476538344e-14,2.029485745422284,False,False
1569 +S_R0,L,Mauricie,cafe_the,90.0,1.2859548685119944,0.014660710077558701,5.871499930211283,False,False
1570 +S_R0,L,Mauricie,chocolat,11.0,0.18827295055831444,0.021162156142105346,0.8086698406361083,False,True
1571 +S_R0,L,Mauricie,enfants,7.0,0.049977138664142086,0.005167605542805657,0.2303175201899916,False,True
1572 +S_R0,L,Mauricie,epicerie,196.0,0.6245642462019502,0.19697791207715,2.1387629112747133,False,False
1573 +S_R0,L,Mauricie,erable,56.0,1.5821953038401948,0.18692946241725217,6.267272605596954,False,False
1574 +S_R0,L,Mauricie,fromage_laitier,1.0,0.0691571325976506,3.3705665085088854e-14,0.49255551595282526,False,True
1575 +S_R0,L,Mauricie,industriel,61.0,0.22324057142745282,0.028234590103734476,1.8193929010196204,False,False
1576 +S_R0,L,Mauricie,jardin,5.0,0.08544664995199312,0.011481498336207464,0.34196561579209345,False,True
1577 +S_R0,L,Mauricie,maison,602.0,2.8858061790804657,0.2528547864015238,7.047980398375761,False,False
1578 +S_R0,L,Mauricie,mode,57.0,0.18150301000038502,0.048784853880668846,0.5758112870422267,False,True
1579 +S_R0,L,Mauricie,plein_air,5.0,0.0776488386671817,0.0061788479849534264,1.8048589344868002,False,False
1580 +S_R0,L,Mauricie,sante_beaute,227.0,0.7896454579108052,0.1325481199845252,2.829294105743111,False,False
1581 +S_R0,L,Mauricie,viande_poisson,60.0,1.2507798352718749,0.1314465904886689,5.717075671587231,False,False
1582 +S_R0,L,Montréal,alcool,258.0,0.3614908582773255,0.047235143602551044,0.7832744095513543,False,True
1583 +S_R0,L,Montréal,animaux,900.0,2.5820378708783283,0.3892569977909457,4.549122487947003,False,False
1584 +S_R0,L,Montréal,art,1694.0,0.5343070183512018,0.23170352326892035,1.2084362574086929,False,False
1585 +S_R0,L,Montréal,autre,314.0,0.25996136982063245,0.09414240420109414,1.1526099489444175,False,False
1586 +S_R0,L,Montréal,bijoux,6656.0,1.3037748032360907,0.5966897235286898,2.8800377121055476,False,False
1587 +S_R0,L,Montréal,boissons,823.0,1.8901534243267633,0.614915600440093,2.7583261020879015,False,False
1588 +S_R0,L,Montréal,boulangerie,881.0,1.9631160883532288,1.0265310431401968,2.7084412464810748,True,False
1589 +S_R0,L,Montréal,cafe_the,1986.0,1.3893014363142406,0.8211710430576242,2.1724537723864654,False,False
1590 +S_R0,L,Montréal,chocolat,1128.0,0.9452318920773685,0.3923151024093391,1.469153291233859,False,False
1591 +S_R0,L,Montréal,enfants,2725.0,0.9525195047324702,0.19670091094045147,2.344197824113163,False,False
1592 +S_R0,L,Montréal,epicerie,8971.0,1.399574197689748,0.5116974721497981,2.042619096153071,False,False
1593 +S_R0,L,Montréal,erable,159.0,0.21993948887599565,0.05591272788447748,0.38363965435713915,False,True
1594 +S_R0,L,Montréal,fromage_laitier,586.0,1.9841231175267828,0.2075843564493108,3.0640898514097885,False,False
1595 +S_R0,L,Montréal,industriel,377.0,0.06754895950112687,0.026192134724176926,0.41419936198470597,False,True
1596 +S_R0,L,Montréal,jardin,143.0,0.11964514942717475,0.0645581491910647,0.2387794554708525,False,True
1597 +S_R0,L,Montréal,maison,2262.0,0.5308811331303486,0.33328856367300913,0.8929119923579073,False,True
1598 +S_R0,L,Montréal,mode,12098.0,1.8860646668396026,1.036202718198329,3.2005164930878096,True,False
1599 +S_R0,L,Montréal,plein_air,79.0,0.06006563527227457,0.015487824821070643,0.8703889524429962,False,True
1600 +S_R0,L,Montréal,sante_beaute,7061.0,1.2025593488484043,0.44464014431702165,1.9505237898040153,False,False
1601 +S_R0,L,Montréal,viande_poisson,859.0,0.8767117103040533,0.1918143699150629,1.4460493834512727,False,False
1602 +S_R0,L,Montérégie,alcool,437.0,1.9612836480571636,0.8936191456641505,4.205918288259714,False,False
1603 +S_R0,L,Montérégie,animaux,186.0,1.7092846799177277,0.5186610525118278,4.953361157736589,False,False
1604 +S_R0,L,Montérégie,art,683.0,0.6900483696139681,0.2845544309504305,1.4962319554890111,False,False
1605 +S_R0,L,Montérégie,autre,117.0,0.310274716851056,0.09552605641624347,1.5949309345033715,False,False
1606 +S_R0,L,Montérégie,bijoux,1004.0,0.6299474767085866,0.163155462770956,1.572523760506,False,False
1607 +S_R0,L,Montérégie,boissons,102.0,0.7503756827472927,0.25247505711491147,1.8236967852407149,False,False
1608 +S_R0,L,Montérégie,boulangerie,221.0,1.5774067868840675,0.5713214801417971,2.9219903261828892,False,False
1609 +S_R0,L,Montérégie,cafe_the,705.0,1.5797476394378822,0.48539866712155244,2.899248231594094,False,False
1610 +S_R0,L,Montérégie,chocolat,575.0,1.5433999039019235,0.29520301025663176,3.188350473460437,False,False
1611 +S_R0,L,Montérégie,enfants,294.0,0.3291819843075364,0.07323214364135515,1.0858874346024878,False,False
1612 +S_R0,L,Montérégie,epicerie,3095.0,1.5466679334329918,0.7637409718708108,2.722886579457832,False,False
1613 +S_R0,L,Montérégie,erable,532.0,2.357214353743323,1.4191292752948466,3.7681155262233634,True,False
1614 +S_R0,L,Montérégie,fromage_laitier,48.0,0.5205873324373252,0.09466914031536118,1.8504197491419498,False,False
1615 +S_R0,L,Montérégie,industriel,1909.0,1.095631725722105,0.16001334871431025,5.930417216701101,False,False
1616 +S_R0,L,Montérégie,jardin,1380.0,3.698447880745704,1.3150402884241514,6.820827644826723,True,False
1617 +S_R0,L,Montérégie,maison,1626.0,1.222380996283052,0.6388243799852502,2.083555793509189,False,False
1618 +S_R0,L,Montérégie,mode,1160.0,0.5792717453026757,0.21698779666173057,1.2001783472605787,False,False
1619 +S_R0,L,Montérégie,plein_air,132.0,0.3214802313028184,0.05235238635227096,4.6881553971435235,False,False
1620 +S_R0,L,Montérégie,sante_beaute,1016.0,0.5542623425239709,0.2786427588814139,1.1538031032021339,False,False
1621 +S_R0,L,Montérégie,viande_poisson,375.0,1.2259599109904973,0.3716522863009492,2.638158208295392,False,False
1622 +S_R0,L,Outaouais,alcool,628.0,3.5448917596505707,0.7946667457023624,7.133587868823913,False,False
1623 +S_R0,L,Outaouais,animaux,11.0,0.12713891642429323,7.708246725885773e-14,0.5005582242554326,False,True
1624 +S_R0,L,Outaouais,art,102.0,0.1296114492878643,0.022885357332499405,1.6948411906099528,False,False
1625 +S_R0,L,Outaouais,autre,14.0,0.04669527383176494,0.01529187085146367,0.7960135950088607,False,True
1626 +S_R0,L,Outaouais,bijoux,86.0,0.06786618611460529,3.283453308662248e-16,1.4707134988839143,False,False
1627 +S_R0,L,Outaouais,boissons,358.0,3.312424369258496,0.9284331925033861,6.21350577695041,False,False
1628 +S_R0,L,Outaouais,boulangerie,122.0,1.0952055267451275,0.4410166564885242,3.957679808020439,False,False
1629 +S_R0,L,Outaouais,cafe_the,487.0,1.3724986437305458,0.6884980414044426,4.013549498195329,False,False
1630 +S_R0,L,Outaouais,chocolat,577.0,1.9479185885806318,1.0846713710017846,11.34266929019281,True,False
1631 +S_R0,L,Outaouais,enfants,45.0,0.06337027719840704,0.011054000150745504,0.16402142030112968,False,True
1632 +S_R0,L,Outaouais,epicerie,4192.0,2.634766098895989,1.1521127926741548,3.814109229751315,True,False
1633 +S_R0,L,Outaouais,erable,48.0,0.2674933850859804,0.14177918565884623,1.979947136668799,False,False
1634 +S_R0,L,Outaouais,fromage_laitier,292.0,3.9830850035872256,9.866561168932781e-14,7.322108573543171,False,False
1635 +S_R0,L,Outaouais,industriel,8.0,0.005774747808138684,0.0003734002131975742,0.20433433294448067,False,True
1636 +S_R0,L,Outaouais,jardin,310.0,1.0449282605047707,0.2949294025906224,4.275438337233247,False,False
1637 +S_R0,L,Outaouais,maison,358.0,0.33849592094612363,0.17622795630116006,1.9569073962637757,False,False
1638 +S_R0,L,Outaouais,mode,40.0,0.02512283884638289,0.0035676996792308423,0.3556006052222289,False,True
1639 +S_R0,L,Outaouais,plein_air,1.0,0.00306312489928113,9.097623372780666e-16,0.36083244339666476,False,True
1640 +S_R0,L,Outaouais,sante_beaute,4271.0,2.9304586727952597,0.4187909955406734,4.117518344824671,False,False
1641 +S_R0,L,Outaouais,viande_poisson,451.0,1.8544106283912958,0.9647256724176112,4.596761413800322,False,False
1642 +S_R0,L,Saguenay–Lac-Saint-Jean,alcool,101.0,0.6189295808175175,0.20667112539268248,1.406532273164243,False,False
1643 +S_R0,L,Saguenay–Lac-Saint-Jean,animaux,18.0,0.22585767666826803,0.07468018918966635,0.7927974340205992,False,True
1644 +S_R0,L,Saguenay–Lac-Saint-Jean,art,314.0,0.43316102612230994,0.18173958450496955,1.206912534277502,False,False
1645 +S_R0,L,Saguenay–Lac-Saint-Jean,autre,59.0,0.21363550578704182,0.07311346415551354,1.0134079740277528,False,False
1646 +S_R0,L,Saguenay–Lac-Saint-Jean,bijoux,963.0,0.8250073360447334,0.2322567575781819,2.5471977364364027,False,False
1647 +S_R0,L,Saguenay–Lac-Saint-Jean,boissons,119.0,1.1953261937416713,0.19740002134216342,2.5052838288315353,False,False
1648 +S_R0,L,Saguenay–Lac-Saint-Jean,boulangerie,123.0,1.1987191355888667,0.3539785294835855,3.409204131963077,False,False
1649 +S_R0,L,Saguenay–Lac-Saint-Jean,cafe_the,606.0,1.854095575863983,0.7224575522398615,3.4441412219004652,False,False
1650 +S_R0,L,Saguenay–Lac-Saint-Jean,chocolat,667.0,2.4445411563813035,0.9123718829908337,5.996502651891423,False,False
1651 +S_R0,L,Saguenay–Lac-Saint-Jean,enfants,163.0,0.24919379736516706,0.05782987347942287,0.7369587176064639,False,True
1652 +S_R0,L,Saguenay–Lac-Saint-Jean,epicerie,1069.0,0.7294155687944561,0.3778356387068008,1.4384392195107227,False,False
1653 +S_R0,L,Saguenay–Lac-Saint-Jean,erable,120.0,0.7259882404909488,0.29058034966001717,1.7480134053172156,False,False
1654 +S_R0,L,Saguenay–Lac-Saint-Jean,fromage_laitier,29.0,0.42944866004392435,0.07169354505946887,1.7841293278812733,False,False
1655 +S_R0,L,Saguenay–Lac-Saint-Jean,industriel,292.0,0.22882444508960564,0.03821917181092681,1.9599369085014249,False,False
1656 +S_R0,L,Saguenay–Lac-Saint-Jean,jardin,267.0,0.9770405155203988,0.3096716004214391,3.0350768233789935,False,False
1657 +S_R0,L,Saguenay–Lac-Saint-Jean,maison,4845.0,4.973254966662428,1.4371727090051927,6.200688945045486,True,False
1658 +S_R0,L,Saguenay–Lac-Saint-Jean,mode,457.0,0.31160287208271764,0.10367648621851472,0.84718055903753,False,True
1659 +S_R0,L,Saguenay–Lac-Saint-Jean,plein_air,56.0,0.18622126105709325,0.02408841396227846,2.507078406201259,False,False
1660 +S_R0,L,Saguenay–Lac-Saint-Jean,sante_beaute,965.0,0.718802987865538,0.36706019684577423,1.7613148632913485,False,False
1661 +S_R0,L,Saguenay–Lac-Saint-Jean,viande_poisson,190.0,0.848124282360517,0.26761160632762976,2.4120041251078255,False,False
1662 +S_R0,T,Abitibi-Témiscamingue,alcool,21.0,0.4980283250245184,0.063470736567826,2.2419211535642773,False,False
1663 +S_R0,T,Abitibi-Témiscamingue,animaux,8.0,0.3768578370971591,3.2401842621041176e-14,2.3457806341742815,False,False
1664 +S_R0,T,Abitibi-Témiscamingue,art,102.0,0.5236465074285583,0.12634657661843252,1.3295126004054365,False,False
1665 +S_R0,T,Abitibi-Témiscamingue,autre,24.0,0.8087364579855344,0.23051414069333775,2.972392500774787,False,False
1666 +S_R0,T,Abitibi-Témiscamingue,bijoux,650.0,2.7946740326042736,3.4870312026321645e-15,6.9487368416251005,False,False
1667 +S_R0,T,Abitibi-Témiscamingue,boissons,27.0,1.7667725734728466,0.08283945861411444,5.0701250214432605,False,False
1668 +S_R0,T,Abitibi-Témiscamingue,boulangerie,38.0,1.4436484190039072,6.798967011576234e-14,4.1442003950249795,False,False
1669 +S_R0,T,Abitibi-Témiscamingue,cafe_the,117.0,1.4122582518372668,0.08394719820031696,3.682884691112442,False,False
1670 +S_R0,T,Abitibi-Témiscamingue,chocolat,60.0,0.8587841085380903,0.08414556330681039,2.3365702433347915,False,False
1671 +S_R0,T,Abitibi-Témiscamingue,enfants,17.0,0.17362777640930258,0.014716213221759627,0.8533462616748002,False,True
1672 +S_R0,T,Abitibi-Témiscamingue,epicerie,276.0,0.8900829108334801,0.11307421513952765,2.320260214514643,False,False
1673 +S_R0,T,Abitibi-Témiscamingue,erable,77.0,1.4120736617993495,0.38484367964648497,3.645470602203876,False,False
1674 +S_R0,T,Abitibi-Témiscamingue,fromage_laitier,95.0,10.872289960548096,0.2112880161520957,27.333243019015715,False,False
1675 +S_R0,T,Abitibi-Témiscamingue,industriel,117.0,0.9427432385183039,0.043004937286497895,3.832644508125641,False,False
1676 +S_R0,T,Abitibi-Témiscamingue,jardin,11.0,0.1286658661908531,0.03212233445305876,0.39482519032517055,False,True
1677 +S_R0,T,Abitibi-Témiscamingue,maison,297.0,1.4032789784851143,0.2429428537306139,3.7289201522015176,False,False
1678 +S_R0,T,Abitibi-Témiscamingue,mode,75.0,0.20557477977054653,0.0641350329954442,0.41279347156733764,False,True
1679 +S_R0,T,Abitibi-Témiscamingue,plein_air,1.0,0.0933376749663226,4.998279952002421e-14,0.5941012265357297,False,True
1680 +S_R0,T,Abitibi-Témiscamingue,sante_beaute,200.0,0.863669420778091,0.07228756281014248,2.9155746274787737,False,False
1681 +S_R0,T,Abitibi-Témiscamingue,viande_poisson,63.0,1.0224306125393028,0.04223151733172021,2.8440845489261157,False,False
1682 +S_R0,T,Bas-Saint-Laurent,alcool,44.0,0.9376148850648651,0.14594168626727735,3.2388197630586912,False,False
1683 +S_R0,T,Bas-Saint-Laurent,animaux,33.0,1.3968139769390755,0.2562447386488668,7.585181492389082,False,False
1684 +S_R0,T,Bas-Saint-Laurent,art,128.0,0.5904526513401417,0.18815804155750052,1.7655240656745022,False,False
1685 +S_R0,T,Bas-Saint-Laurent,autre,17.0,0.5147327120735672,0.19863720029869342,1.3791015321288802,False,False
1686 +S_R0,T,Bas-Saint-Laurent,bijoux,138.0,0.5331310258754357,6.70597900335452e-15,1.2299775676634497,False,False
1687 +S_R0,T,Bas-Saint-Laurent,boissons,13.0,0.7643588616033483,6.584194416172343e-14,2.562973559240579,False,False
1688 +S_R0,T,Bas-Saint-Laurent,boulangerie,6.0,0.20481707575703198,3.885355834432311e-14,0.7036101470345728,False,True
1689 +S_R0,T,Bas-Saint-Laurent,cafe_the,43.0,0.4663734114502571,0.02568075289899582,1.4337996078871036,False,False
1690 +S_R0,T,Bas-Saint-Laurent,chocolat,18.0,0.23149537675081247,0.0760685982144496,0.6189214958969739,False,True
1691 +S_R0,T,Bas-Saint-Laurent,enfants,21.0,0.1927199368630321,0.05909680565880694,0.5045596019108263,False,True
1692 +S_R0,T,Bas-Saint-Laurent,epicerie,203.0,0.5882399101806463,0.2780823684024736,1.2757487172878732,False,False
1693 +S_R0,T,Bas-Saint-Laurent,erable,172.0,2.8342107584144616,1.0559916110494176,7.278499805678241,True,False
1694 +S_R0,T,Bas-Saint-Laurent,fromage_laitier,1.0,0.10283346957095796,5.89987399452976e-14,0.4915135033918305,False,True
1695 +S_R0,T,Bas-Saint-Laurent,industriel,189.0,1.3683791134932994,0.2235528804067485,3.8522803702753636,False,False
1696 +S_R0,T,Bas-Saint-Laurent,jardin,163.0,1.7131497816607044,0.03392544641401831,5.4716554297130555,False,False
1697 +S_R0,T,Bas-Saint-Laurent,maison,223.0,0.9467373285056949,0.27567360708191235,2.624047873048833,False,False
1698 +S_R0,T,Bas-Saint-Laurent,mode,599.0,1.4752732257186505,0.07499023544469674,3.1474811666468088,False,False
1699 +S_R0,T,Bas-Saint-Laurent,plein_air,14.0,1.1741459435953032,0.27150468763558055,3.6173821859370254,False,False
1700 +S_R0,T,Bas-Saint-Laurent,sante_beaute,230.0,0.8924470359038985,0.07313050604213746,2.275085409275378,False,False
1701 +S_R0,T,Bas-Saint-Laurent,viande_poisson,278.0,4.053919855436917,0.6975054834816161,10.63600555519508,False,False
1702 +S_R0,T,Capitale-Nationale,alcool,115.0,0.4650382214989135,0.14366260922614515,1.406570238985327,False,False
1703 +S_R0,T,Capitale-Nationale,animaux,22.0,0.17671210686178593,0.05391184228711391,0.7726561399685703,False,True
1704 +S_R0,T,Capitale-Nationale,art,5079.0,4.44602921430447,1.2182268304035417,6.323445356879124,True,False
1705 +S_R0,T,Capitale-Nationale,autre,258.0,1.4824209557635655,0.16101569539143448,4.043902816055889,False,False
1706 +S_R0,T,Capitale-Nationale,bijoux,1093.0,0.8012979370393268,0.016866254532814873,2.435252911052597,False,False
1707 +S_R0,T,Capitale-Nationale,boissons,58.0,0.6471440134713026,0.2718354596677701,1.605333223805791,False,False
1708 +S_R0,T,Capitale-Nationale,boulangerie,64.0,0.41458527850769117,0.08414602205649849,1.1684266107005445,False,False
1709 +S_R0,T,Capitale-Nationale,cafe_the,140.0,0.2881458404507777,0.08033068950363821,0.7092809498836766,False,True
1710 +S_R0,T,Capitale-Nationale,chocolat,99.0,0.2416150615226209,0.08084146818789532,0.6370694155610782,False,True
1711 +S_R0,T,Capitale-Nationale,enfants,2726.0,4.747360295824196,0.5516696159995506,7.9207998310247625,False,False
1712 +S_R0,T,Capitale-Nationale,epicerie,889.0,0.4888540319766935,0.24594510961984417,1.0790858825203506,False,False
1713 +S_R0,T,Capitale-Nationale,erable,224.0,0.7004396227979011,0.32300686592960604,1.5930963499994306,False,False
1714 +S_R0,T,Capitale-Nationale,fromage_laitier,1.0,0.019514322626853202,1.2753922553836597e-14,0.08368560319251003,False,True
1715 +S_R0,T,Capitale-Nationale,industriel,146.0,0.20059332630688187,0.041417705855832196,0.7343350297043539,False,True
1716 +S_R0,T,Capitale-Nationale,jardin,62.0,0.12365691632334201,0.036227620177231225,0.3680021086365585,False,True
1717 +S_R0,T,Capitale-Nationale,maison,451.0,0.3633458228069038,0.1831203454741587,0.764901259666634,False,True
1718 +S_R0,T,Capitale-Nationale,mode,609.0,0.28463081914242155,0.0947811244161063,0.7114714031324468,False,True
1719 +S_R0,T,Capitale-Nationale,plein_air,76.0,1.2095578112806877,0.3872597100278295,3.1764118735491635,False,False
1720 +S_R0,T,Capitale-Nationale,sante_beaute,890.0,0.6553353781483863,0.2399969012999077,1.4899264173700904,False,False
1721 +S_R0,T,Capitale-Nationale,viande_poisson,346.0,0.957470612864243,0.2729887383182096,2.403406856280992,False,False
1722 +S_R0,T,Centre-du-Québec,alcool,41.0,1.462688797972743,0.28476559197935475,3.821140186964988,False,False
1723 +S_R0,T,Centre-du-Québec,animaux,27.0,1.913306989862411,0.4328501938119981,8.47480803636738,False,False
1724 +S_R0,T,Centre-du-Québec,art,142.0,1.0966289674380898,0.1323763021846931,3.0342764702597975,False,False
1725 +S_R0,T,Centre-du-Québec,autre,7.0,0.3548355708478061,0.08353581178712302,0.9037205317443895,False,True
1726 +S_R0,T,Centre-du-Québec,bijoux,33.0,0.21343472188808965,1.0132504554364888e-14,0.5918523799330021,False,True
1727 +S_R0,T,Centre-du-Québec,boissons,5.0,0.4921757579036253,8.574171037720778e-14,1.452261530554405,False,False
1728 +S_R0,T,Centre-du-Québec,boulangerie,53.0,3.0289146952308643,0.2222806420465715,9.44729311089212,False,False
1729 +S_R0,T,Centre-du-Québec,cafe_the,60.0,1.0894638877359022,0.037465140307062404,2.624614747139742,False,False
1730 +S_R0,T,Centre-du-Québec,chocolat,30.0,0.6459327928065741,0.24047034128993064,1.4499022057112205,False,False
1731 +S_R0,T,Centre-du-Québec,enfants,66.0,1.0140223965281208,0.161350740204834,3.2599702160643727,False,False
1732 +S_R0,T,Centre-du-Québec,epicerie,231.0,1.1206414716614634,0.5288333361777122,2.098978925040719,False,False
1733 +S_R0,T,Centre-du-Québec,erable,107.0,2.951778293794209,1.0999341762234915,5.993030200873776,True,False
1734 +S_R0,T,Centre-du-Québec,fromage_laitier,7.0,1.2051158287922377,1.9471817906998717e-13,3.836887970946757,False,False
1735 +S_R0,T,Centre-du-Québec,industriel,70.0,0.8484747728277221,0.16209004637097416,2.654461687498279,False,False
1736 +S_R0,T,Centre-du-Québec,jardin,92.0,1.6187948719242393,0.11330280251310268,4.806738331834673,False,False
1737 +S_R0,T,Centre-du-Québec,maison,301.0,2.139377359104747,0.8855961276007583,3.4871955236610654,False,False
1738 +S_R0,T,Centre-du-Québec,mode,114.0,0.47005291613470007,0.11639337444641751,1.0713696330793525,False,False
1739 +S_R0,T,Centre-du-Québec,plein_air,6.0,0.8424450028685404,0.10336883801884725,2.355874862912573,False,False
1740 +S_R0,T,Centre-du-Québec,sante_beaute,95.0,0.6171269073385287,0.13432235856310404,1.522314161075428,False,False
1741 +S_R0,T,Centre-du-Québec,viande_poisson,26.0,0.634745999513484,0.12528838115763077,1.7096320575062054,False,False
1742 +S_R0,T,Chaudière-Appalaches,alcool,69.0,0.3221518993461205,0.097107699011646,1.0093269942849756,False,False
1743 +S_R0,T,Chaudière-Appalaches,animaux,62.0,0.5749844640218656,0.07813959796857717,2.972775322163273,False,False
1744 +S_R0,T,Chaudière-Appalaches,art,147.0,0.14857037884587262,0.07764679336850104,0.3102114804314225,False,True
1745 +S_R0,T,Chaudière-Appalaches,autre,413.0,2.739824141758594,0.16903379897863738,5.115576625957409,False,False
1746 +S_R0,T,Chaudière-Appalaches,bijoux,445.0,0.3766644825377443,0.01053297850117926,1.4088301970600638,False,False
1747 +S_R0,T,Chaudière-Appalaches,boissons,23.0,0.2962931268798245,0.06918075871412646,0.8126190152062605,False,True
1748 +S_R0,T,Chaudière-Appalaches,boulangerie,71.0,0.5310226531063043,0.0918882117957091,1.7590780889888638,False,False
1749 +S_R0,T,Chaudière-Appalaches,cafe_the,141.0,0.3350612685787897,0.055802178484751615,0.975382237129345,False,True
1750 +S_R0,T,Chaudière-Appalaches,chocolat,275.0,0.7748940021537795,0.07637213371596012,2.606271801905703,False,False
1751 +S_R0,T,Chaudière-Appalaches,enfants,466.0,0.9369858993682048,0.055951476454607164,2.815296050932597,False,False
1752 +S_R0,T,Chaudière-Appalaches,epicerie,944.0,0.5993358159346982,0.2929144288295139,1.4093218061197144,False,False
1753 +S_R0,T,Chaudière-Appalaches,erable,347.0,1.2527746555274797,0.5633392187997945,2.4909863081683796,False,False
1754 +S_R0,T,Chaudière-Appalaches,fromage_laitier,42.0,0.9462885125660353,0.2428144447555781,2.719198254090896,False,False
1755 +S_R0,T,Chaudière-Appalaches,industriel,1763.0,2.7966410840156555,0.030549562381441707,6.228940614395717,False,False
1756 +S_R0,T,Chaudière-Appalaches,jardin,81.0,0.18652306286402495,0.065031769403751,0.501254454997818,False,True
1757 +S_R0,T,Chaudière-Appalaches,maison,768.0,0.7143740112728554,0.3284057376516,1.5292623261873641,False,False
1758 +S_R0,T,Chaudière-Appalaches,mode,4440.0,2.39589839689124,0.288314000234206,3.6930792592708976,False,False
1759 +S_R0,T,Chaudière-Appalaches,plein_air,89.0,1.635399428412609,0.24525937505864748,4.633679544455738,False,False
1760 +S_R0,T,Chaudière-Appalaches,sante_beaute,804.0,0.6835187820082655,0.1748734542380794,1.7719892853372212,False,False
1761 +S_R0,T,Chaudière-Appalaches,viande_poisson,171.0,0.5463441052880942,0.2196863556228233,1.4245581001566836,False,False
1762 +S_R0,T,Côte-Nord,alcool,3.0,0.33595508825009,8.816662671439465e-14,1.4607044073552256,False,False
1763 +S_R0,T,Côte-Nord,animaux,3.0,0.6673198422456956,1.977281381314848e-13,3.3286148761442944,False,False
1764 +S_R0,T,Côte-Nord,art,27.0,0.6545261812403338,0.21020067636218068,1.8283193257688317,False,False
1765 +S_R0,T,Côte-Nord,autre,9.0,1.4320675661631816,4.2271274851215234e-13,3.230959259506283,False,False
1766 +S_R0,T,Côte-Nord,bijoux,9.0,0.18271976662580894,1.8818234204509244e-14,0.5070561793021704,False,True
1767 +S_R0,T,Côte-Nord,boissons,1.0,0.3089883492565083,1.92084359927796e-13,1.1363350147608384,False,False
1768 +S_R0,T,Côte-Nord,boulangerie,1.0,0.1793919961592538,1.0738470309581916e-13,0.8604829870227407,False,True
1769 +S_R0,T,Côte-Nord,cafe_the,72.0,4.103797997040051,0.15450605870262052,9.564639206108861,False,False
1770 +S_R0,T,Côte-Nord,chocolat,14.0,0.9462066678581503,7.016594913356711e-14,3.8300341467703065,False,False
1771 +S_R0,T,Côte-Nord,enfants,9.0,0.4340482513995795,3.245974158576993e-14,1.671639899687443,False,False
1772 +S_R0,T,Côte-Nord,epicerie,75.0,1.1421098147759567,1.9651851547258143e-14,3.5364974315220747,False,False
1773 +S_R0,T,Côte-Nord,erable,6.0,0.5195688399399665,1.0921291978386552e-13,1.132884211927268,False,False
1774 +S_R0,T,Côte-Nord,fromage_laitier,0.0,0.0,2.460113952666347e-13,1.945649366067599e-12,False,True
1775 +S_R0,T,Côte-Nord,industriel,4.0,0.15219233328848175,4.2737465093323676e-14,0.4630226245008183,False,True
1776 +S_R0,T,Côte-Nord,jardin,6.0,0.3313959013018276,0.03601180603599648,1.1950291394394388,False,False
1777 +S_R0,T,Côte-Nord,maison,72.0,1.6063688947728505,0.24064613767063983,3.2661150171426114,False,False
1778 +S_R0,T,Côte-Nord,mode,104.0,1.3460684002989614,0.1111080147818138,3.3378416096145576,False,False
1779 +S_R0,T,Côte-Nord,plein_air,4.0,1.7629589064178444,1.0175906807121249e-12,4.00892704738196,False,False
1780 +S_R0,T,Côte-Nord,sante_beaute,63.0,1.2846455488229138,0.19104568041686582,4.5325190515364255,False,False
1781 +S_R0,T,Côte-Nord,viande_poisson,0.0,0.0,3.712686527483998e-14,2.5791979795113947e-13,False,True
1782 +S_R0,T,Estrie,alcool,170.0,0.9755531905596563,0.372778850783228,2.3556854635448032,False,False
1783 +S_R0,T,Estrie,animaux,22.0,0.2507711250681606,0.07930051493300591,0.9756655646744304,False,True
1784 +S_R0,T,Estrie,art,732.0,0.9093192893816378,0.1748787654608383,2.4391079245748606,False,False
1785 +S_R0,T,Estrie,autre,144.0,1.174155333856098,0.29892121884124784,2.843244549441982,False,False
1786 +S_R0,T,Estrie,bijoux,187.0,0.1945479651883037,0.012940364274796579,0.5430494755906576,False,True
1787 +S_R0,T,Estrie,boissons,52.0,0.8233557288714782,0.2918994697297052,1.861405344998775,False,False
1788 +S_R0,T,Estrie,boulangerie,109.0,1.0020090042754493,0.39218987077672707,1.9072137391992623,False,False
1789 +S_R0,T,Estrie,cafe_the,545.0,1.591812991474784,0.666475931156067,2.9069629651741877,False,False
1790 +S_R0,T,Estrie,chocolat,777.0,2.691045563669294,0.7167241771450099,5.565335654198276,False,False
1791 +S_R0,T,Estrie,enfants,222.0,0.5486438808888014,0.13625079565025644,1.6621733103146152,False,False
1792 +S_R0,T,Estrie,epicerie,2541.0,1.9828658316884689,1.1943501222359458,2.829134160190653,True,False
1793 +S_R0,T,Estrie,erable,667.0,2.9597821360064422,1.4192823377206014,5.117228061982239,True,False
1794 +S_R0,T,Estrie,fromage_laitier,70.0,1.9384863374044818,0.4258832193712514,3.808988390463155,False,False
1795 +S_R0,T,Estrie,industriel,124.0,0.2417667280455554,0.0392976771082591,0.8533534591038295,False,True
1796 +S_R0,T,Estrie,jardin,285.0,0.8066456687545549,0.24556925612685934,1.9780326564367334,False,False
1797 +S_R0,T,Estrie,maison,653.0,0.7465657029705856,0.3965174953886649,1.2388632065916672,False,False
1798 +S_R0,T,Estrie,mode,244.0,0.16183247642907989,0.0783011445165999,0.3203665905893239,False,True
1799 +S_R0,T,Estrie,plein_air,16.0,0.36136346710329614,0.11045711950904373,0.8837967740137943,False,True
1800 +S_R0,T,Estrie,sante_beaute,958.0,1.0010374837443736,0.38849161784776404,1.797494698106395,False,False
1801 +S_R0,T,Estrie,viande_poisson,888.0,3.4871734047430616,1.4903681573530616,5.819408333315149,True,False
1802 +S_R0,T,Gaspésie–Îles-de-la-Madeleine,alcool,138.0,5.769787929264909,0.35694612430721867,17.134001299337452,False,False
1803 +S_R0,T,Gaspésie–Îles-de-la-Madeleine,animaux,0.0,0.0,3.271328461861169e-14,3.1769811475693587e-13,False,True
1804 +S_R0,T,Gaspésie–Îles-de-la-Madeleine,art,67.0,0.6063995322883592,0.22524222591200457,1.3423645482254696,False,False
1805 +S_R0,T,Gaspésie–Îles-de-la-Madeleine,autre,6.0,0.35644542571167237,5.263653373491619e-14,1.2244130823131885,False,False
1806 +S_R0,T,Gaspésie–Îles-de-la-Madeleine,bijoux,3.0,0.02273971792244769,9.70648867984521e-15,0.06032207316675463,False,True
1807 +S_R0,T,Gaspésie–Îles-de-la-Madeleine,boissons,11.0,1.2689823607730497,1.4191891491314216e-13,3.0940607852231796,False,False
1808 +S_R0,T,Gaspésie–Îles-de-la-Madeleine,boulangerie,62.0,4.152556478096933,0.4322166455998873,11.117418253153815,False,False
1809 +S_R0,T,Gaspésie–Îles-de-la-Madeleine,cafe_the,35.0,0.744804546540856,0.12859726893862264,1.9492704600667332,False,False
1810 +S_R0,T,Gaspésie–Îles-de-la-Madeleine,chocolat,174.0,4.39064185127406,0.3311221384938599,10.99865777369448,False,False
1811 +S_R0,T,Gaspésie–Îles-de-la-Madeleine,enfants,11.0,0.19806556751188314,0.017418211332390337,0.7015515692645605,False,True
1812 +S_R0,T,Gaspésie–Îles-de-la-Madeleine,epicerie,207.0,1.1768950649053065,0.6545677880093926,1.9413166741556847,False,False
1813 +S_R0,T,Gaspésie–Îles-de-la-Madeleine,erable,43.0,1.390212209733507,0.3124560644994094,3.4179988850605767,False,False
1814 +S_R0,T,Gaspésie–Îles-de-la-Madeleine,fromage_laitier,21.0,4.237041631981384,1.4704490368270086e-13,13.273151887901737,False,False
1815 +S_R0,T,Gaspésie–Îles-de-la-Madeleine,industriel,10.0,0.14205403688041868,0.012033533966935479,0.4659972205907288,False,True
1816 +S_R0,T,Gaspésie–Îles-de-la-Madeleine,jardin,10.0,0.2062133029014729,0.05099204160895039,0.510593852053369,False,True
1817 +S_R0,T,Gaspésie–Îles-de-la-Madeleine,maison,171.0,1.4243925579327814,0.3044426910974671,3.2445859464446496,False,False
1818 +S_R0,T,Gaspésie–Îles-de-la-Madeleine,mode,237.0,1.14525693886486,0.4553028790643788,2.3237229323331503,False,False
1819 +S_R0,T,Gaspésie–Îles-de-la-Madeleine,plein_air,3.0,0.4936558053214955,1.3317353518307286e-13,1.6809265871366366,False,False
1820 +S_R0,T,Gaspésie–Îles-de-la-Madeleine,sante_beaute,26.0,0.19794152456996245,0.06057608361031275,0.41094896903728745,False,True
1821 +S_R0,T,Gaspésie–Îles-de-la-Madeleine,viande_poisson,56.0,1.6022391421908617,0.17046939076549325,4.333007169745829,False,False
1822 +S_R0,T,Lanaudière,alcool,127.0,0.7593101008765697,0.22782473679468213,2.1339696235614616,False,False
1823 +S_R0,T,Lanaudière,animaux,28.0,0.33252653193575205,0.08694915088008347,1.1740127224574817,False,False
1824 +S_R0,T,Lanaudière,art,357.0,0.4620478597890891,0.1593022170652934,1.1436089175534703,False,False
1825 +S_R0,T,Lanaudière,autre,105.0,0.8920019140884979,0.2836459851846175,2.0102137034512793,False,False
1826 +S_R0,T,Lanaudière,bijoux,33.0,0.03576946546485153,0.011092376316569074,0.0917649105925559,False,True
1827 +S_R0,T,Lanaudière,boissons,61.0,1.0062998942002501,0.3045616139947653,2.265699752076347,False,False
1828 +S_R0,T,Lanaudière,boulangerie,54.0,0.5171926092194349,0.17046039946561345,1.270710761366841,False,False
1829 +S_R0,T,Lanaudière,cafe_the,325.0,0.9889909728934734,0.4090671592295772,1.7331011155389495,False,False
1830 +S_R0,T,Lanaudière,chocolat,190.0,0.6855940774926372,0.21703944933362895,1.6995061775654847,False,False
1831 +S_R0,T,Lanaudière,enfants,60.0,0.1544906639895121,0.0488417510140937,0.466285820778726,False,True
1832 +S_R0,T,Lanaudière,epicerie,1269.0,1.0317244204493163,0.6075274709869942,1.8609269580182066,False,False
1833 +S_R0,T,Lanaudière,erable,213.0,0.9847521511090791,0.525453113782639,2.0029727643180935,False,False
1834 +S_R0,T,Lanaudière,fromage_laitier,48.0,1.3849030310495518,0.22321276498089102,3.6698458241711633,False,False
1835 +S_R0,T,Lanaudière,industriel,262.0,0.5322180055660896,0.06299576387053103,1.6830285040058146,False,False
1836 +S_R0,T,Lanaudière,jardin,1066.0,3.1434646071424943,0.3928425308115412,6.680581886088449,False,False
1837 +S_R0,T,Lanaudière,maison,1032.0,1.2292719580956322,0.43657088173797787,2.6834559699122686,False,False
1838 +S_R0,T,Lanaudière,mode,354.0,0.24462032544712514,0.04590176132844431,0.689417582289895,False,True
1839 +S_R0,T,Lanaudière,plein_air,12.0,0.28237024575545006,0.08534694052867486,0.5373956916322489,False,True
1840 +S_R0,T,Lanaudière,sante_beaute,3200.0,3.4837600384420644,0.9144026317104764,4.8475713388220445,False,False
1841 +S_R0,T,Lanaudière,viande_poisson,232.0,0.9492093050902537,0.09587214546282737,2.8401340846932763,False,False
1842 +S_R0,T,Laurentides,alcool,890.0,4.21249894065017,0.7946797803437938,8.030761253401653,False,False
1843 +S_R0,T,Laurentides,animaux,35.0,0.32905663915248695,0.10333752055328344,1.1450931130172972,False,False
1844 +S_R0,T,Laurentides,art,1018.0,1.0430397667689115,0.2478763365494854,2.543492500654586,False,False
1845 +S_R0,T,Laurentides,autre,244.0,1.6409700526259743,0.4181012606467023,3.3658554542389503,False,False
1846 +S_R0,T,Laurentides,bijoux,604.0,0.518286373380086,0.15110963296408397,1.1583087472124964,False,False
1847 +S_R0,T,Laurentides,boissons,79.0,1.0317132903357877,0.42918268730118264,2.1393656055815664,False,False
1848 +S_R0,T,Laurentides,boulangerie,124.0,0.9401877259247879,0.35149317692128357,1.9177568190260883,False,False
1849 +S_R0,T,Laurentides,cafe_the,205.0,0.4938524008236966,0.21144483732539182,1.039993287398064,False,False
1850 +S_R0,T,Laurentides,chocolat,305.0,0.8712597224146081,0.2770979523164171,1.9621889171616245,False,False
1851 +S_R0,T,Laurentides,enfants,221.0,0.45048216839691724,0.10587478161899944,1.3545085230545308,False,False
1852 +S_R0,T,Laurentides,epicerie,1408.0,0.9062313556139269,0.49415967360921437,1.5967461811594537,False,False
1853 +S_R0,T,Laurentides,erable,315.0,1.1529015691582647,0.5559844418944387,2.099056057251546,False,False
1854 +S_R0,T,Laurentides,fromage_laitier,37.0,0.8451118556348431,0.28403820753349723,1.9223301998032527,False,False
1855 +S_R0,T,Laurentides,industriel,1515.0,2.4363251389259912,0.13334177915214634,5.102639405441018,False,False
1856 +S_R0,T,Laurentides,jardin,855.0,1.9959599685124545,0.3176172155795594,4.306174172916816,False,False
1857 +S_R0,T,Laurentides,maison,1037.0,0.9778705694759793,0.5599018678651555,1.4410645781042555,False,False
1858 +S_R0,T,Laurentides,mode,1177.0,0.6438728047911705,0.1630101590991502,1.4680651854259745,False,False
1859 +S_R0,T,Laurentides,plein_air,133.0,2.4775570776662206,0.22061130164780962,4.502691622806143,False,False
1860 +S_R0,T,Laurentides,sante_beaute,957.0,0.8247921794187235,0.42746151733013554,1.4827509468069628,False,False
1861 +S_R0,T,Laurentides,viande_poisson,245.0,0.7935502415807403,0.18435938542049332,1.9338629136512218,False,False
1862 +S_R0,T,Laval,alcool,1.0,0.03586497287631084,2.0346876003160307e-14,0.18549146890847454,False,True
1863 +S_R0,T,Laval,animaux,5.0,0.3561995171233946,1.7382224455322534e-13,1.3119759215937234,False,False
1864 +S_R0,T,Laval,art,111.0,0.8617807247131866,0.14346077577499944,2.673652392644621,False,False
1865 +S_R0,T,Laval,autre,10.0,0.5096024857073855,6.811897855697404e-14,1.2790495476203358,False,False
1866 +S_R0,T,Laval,bijoux,36.0,0.234075554853528,1.1687817435116278e-14,1.0290666551053054,False,False
1867 +S_R0,T,Laval,boissons,1.0,0.09895839491138672,6.326684249858996e-14,0.4413732384215761,False,True
1868 +S_R0,T,Laval,boulangerie,2.0,0.114906235413635,4.1774490122528186e-14,0.4382128914747146,False,True
1869 +S_R0,T,Laval,cafe_the,167.0,3.0484599111640995,0.038962516702407586,9.340494469531984,False,False
1870 +S_R0,T,Laval,chocolat,19.0,0.41126533764807505,0.07565979585735187,1.1499701720909354,False,False
1871 +S_R0,T,Laval,enfants,61.0,0.9421843254079317,0.018237231923561484,3.6276638215405943,False,False
1872 +S_R0,T,Laval,epicerie,272.0,1.3265573878749681,0.46116445424394614,2.607836327776642,False,False
1873 +S_R0,T,Laval,erable,39.0,1.0816007810843289,0.026653660118588864,4.3874768631852765,False,False
1874 +S_R0,T,Laval,fromage_laitier,0.0,0.0,8.448616944408092e-14,4.860143697571436e-13,False,True
1875 +S_R0,T,Laval,industriel,94.0,1.1454369163844735,0.028178257372803887,4.1788621291284604,False,False
1876 +S_R0,T,Laval,jardin,232.0,4.103877659709365,3.8338537439768437e-14,10.059189365353552,False,False
1877 +S_R0,T,Laval,maison,222.0,1.5862670470309532,0.27713801609786337,3.551167898838593,False,False
1878 +S_R0,T,Laval,mode,56.0,0.23213057922865807,0.0499785511111551,0.4678019082506231,False,True
1879 +S_R0,T,Laval,plein_air,5.0,0.7057692632004992,1.0116388019093211e-13,2.3340080933374554,False,False
1880 +S_R0,T,Laval,sante_beaute,170.0,1.1102025657390662,0.15789267688624492,3.228097443538743,False,False
1881 +S_R0,T,Laval,viande_poisson,2.0,0.04908615881747515,2.104922094676458e-14,0.1252076292226378,False,True
1882 +S_R0,T,Mauricie,alcool,31.0,0.6840884339919386,0.1099842132524258,2.9459673714391363,False,False
1883 +S_R0,T,Mauricie,animaux,3.0,0.13149965820213627,2.872895760431559e-14,0.9590953263628945,False,True
1884 +S_R0,T,Mauricie,art,96.0,0.4585905250954351,0.07896772160612686,1.6264176651281181,False,False
1885 +S_R0,T,Mauricie,autre,31.0,0.9720156979018018,0.19088805880439969,3.060256366155603,False,False
1886 +S_R0,T,Mauricie,bijoux,896.0,3.5846075702835174,4.1102273131050735e-15,7.137900682379519,False,False
1887 +S_R0,T,Mauricie,boissons,2.0,0.12177627501360344,3.6348830880994394e-14,0.5941005530682043,False,True
1888 +S_R0,T,Mauricie,boulangerie,9.0,0.31815309866673874,2.7457961016159514e-14,1.6928268377328681,False,False
1889 +S_R0,T,Mauricie,cafe_the,90.0,1.0108496701621548,0.013686616057072115,4.511998142702982,False,False
1890 +S_R0,T,Mauricie,chocolat,11.0,0.14650121927882004,0.01912699507086816,0.6314378909019519,False,True
1891 +S_R0,T,Mauricie,enfants,7.0,0.06652488417471523,0.007188943080540696,0.3139440735123762,False,True
1892 +S_R0,T,Mauricie,epicerie,196.0,0.5881569824012765,0.18944542653864432,1.928785801564308,False,False
1893 +S_R0,T,Mauricie,erable,56.0,0.9555874984777579,0.1307989205984213,3.569485629833979,False,False
1894 +S_R0,T,Mauricie,fromage_laitier,1.0,0.10649107866853497,6.262435784889982e-14,0.5247283385171786,False,True
1895 +S_R0,T,Mauricie,industriel,61.0,0.45735476117619994,0.07806967626981556,1.486010976076459,False,False
1896 +S_R0,T,Mauricie,jardin,5.0,0.054419741219501536,0.00774363701171232,0.21383646944218215,False,True
1897 +S_R0,T,Mauricie,maison,602.0,2.646670436897369,0.22144473817515342,6.271452607240952,False,False
1898 +S_R0,T,Mauricie,mode,57.0,0.1453781811348735,0.041145342335393846,0.47150178388338276,False,True
1899 +S_R0,T,Mauricie,plein_air,5.0,0.4342529603911493,0.07052816616965593,1.661618008416347,False,False
1900 +S_R0,T,Mauricie,sante_beaute,227.0,0.9121351872114518,0.14376717166585617,2.780604890069792,False,False
1901 +S_R0,T,Mauricie,viande_poisson,60.0,0.906067077109159,0.08870741643676638,4.2360539531785895,False,False
1902 +S_R0,T,Montréal,alcool,102.0,0.16275850611175913,0.03211218592005602,0.4825129894641775,False,True
1903 +S_R0,T,Montréal,animaux,720.0,2.2820693336974034,0.25902029551477196,3.4354329794582963,False,False
1904 +S_R0,T,Montréal,art,1647.0,0.5689058675267772,0.24531623974893713,1.179271745465653,False,False
1905 +S_R0,T,Montréal,autre,205.0,0.464791754819733,0.24998103167073982,0.8851000180238063,False,True
1906 +S_R0,T,Montréal,bijoux,6652.0,1.9243267535162005,1.2039415017103852,2.74533693541674,True,False
1907 +S_R0,T,Montréal,boissons,333.0,1.466121263658176,0.6292430194987696,2.1377742447528947,False,False
1908 +S_R0,T,Montréal,boulangerie,491.0,1.255070464275322,0.6836649161144326,1.9147089941750794,False,False
1909 +S_R0,T,Montréal,cafe_the,1462.0,1.1873654459727152,0.6460086508303465,1.7840136057896332,False,False
1910 +S_R0,T,Montréal,chocolat,531.0,0.51137093991898,0.2701193441846851,0.8725954102341869,False,True
1911 +S_R0,T,Montréal,enfants,1080.0,0.7421690028956655,0.21486418744078603,1.797713687594199,False,False
1912 +S_R0,T,Montréal,epicerie,4287.0,0.9302156431273879,0.43290827185063924,1.458662134230047,False,False
1913 +S_R0,T,Montréal,erable,78.0,0.09624318890424306,0.027872755466174216,0.19458945107004733,False,True
1914 +S_R0,T,Montréal,fromage_laitier,79.0,0.6083216689459806,0.1791382909763441,1.2126335671466664,False,False
1915 +S_R0,T,Montréal,industriel,313.0,0.1696917296383073,0.07406656563103357,0.42105772071553066,False,True
1916 +S_R0,T,Montréal,jardin,120.0,0.09444102310431367,0.04617484721570582,0.18693380883616767,False,True
1917 +S_R0,T,Montréal,maison,1974.0,0.6275430045902413,0.4032669192769974,0.9298680735839452,False,True
1918 +S_R0,T,Montréal,mode,10423.0,1.9222509418126246,1.2893834376308837,2.59859268594932,True,False
1919 +S_R0,T,Montréal,plein_air,74.0,0.4647265370422419,0.1863647771968108,0.9234492940818345,False,True
1920 +S_R0,T,Montréal,sante_beaute,2867.0,0.8330172882679383,0.46790286376722595,1.3050587897038333,False,False
1921 +S_R0,T,Montréal,viande_poisson,389.0,0.4247678814097723,0.10280499606469448,0.9004980795861944,False,True
1922 +S_R0,T,Montérégie,alcool,437.0,1.512332800292139,0.6710059909295921,3.145609055578807,False,False
1923 +S_R0,T,Montérégie,animaux,186.0,1.2785911499436025,0.37500080280650483,4.318202534508537,False,False
1924 +S_R0,T,Montérégie,art,683.0,0.5116699698218444,0.21740913870974274,1.1563425294389633,False,False
1925 +S_R0,T,Montérégie,autre,117.0,0.5753244450585687,0.2323986633547797,1.2683876757973322,False,False
1926 +S_R0,T,Montérégie,bijoux,1004.0,0.6299160894452243,0.18169355331559617,1.3162800230733565,False,False
1927 +S_R0,T,Montérégie,boissons,102.0,0.9739759699203037,0.3825182879551713,1.9552935473944817,False,False
1928 +S_R0,T,Montérégie,boulangerie,221.0,1.2251839594073242,0.5120058811658735,2.1276498117934852,False,False
1929 +S_R0,T,Montérégie,cafe_the,705.0,1.2417911540807167,0.42341814990229815,2.1498938920971242,False,False
1930 +S_R0,T,Montérégie,chocolat,575.0,1.2009689500585568,0.22379209753994478,2.466532059976243,False,False
1931 +S_R0,T,Montérégie,enfants,294.0,0.4381762134408441,0.10589423092510666,1.3233028501736794,False,False
1932 +S_R0,T,Montérégie,epicerie,3095.0,1.4565091582437857,0.7838783624608203,2.200498342952127,False,False
1933 +S_R0,T,Montérégie,erable,532.0,1.4236703662324588,0.9062948237893123,2.2155780311456597,False,False
1934 +S_R0,T,Montérégie,fromage_laitier,48.0,0.8016223994560077,0.1782478278412527,1.827690275129588,False,False
1935 +S_R0,T,Montérégie,industriel,1909.0,2.244629562854988,0.3837109352396695,4.7001552334221195,False,False
1936 +S_R0,T,Montérégie,jardin,1380.0,2.3554882104456376,0.8635469946472014,4.19061858246631,False,False
1937 +S_R0,T,Montérégie,maison,1626.0,1.121086949269193,0.622119715396467,1.7734335420029497,False,False
1938 +S_R0,T,Montérégie,mode,1160.0,0.4639783809356553,0.17635046143034133,0.9252374595633824,False,True
1939 +S_R0,T,Montérégie,plein_air,132.0,1.7978857706919429,0.46586573310257906,3.53237361691396,False,False
1940 +S_R0,T,Montérégie,sante_beaute,1016.0,0.64023946506315,0.34843272036116424,1.0950271993547573,False,False
1941 +S_R0,T,Montérégie,viande_poisson,375.0,0.8880874810095702,0.2750032706921711,1.785238461395588,False,False
1942 +S_R0,T,Outaouais,alcool,78.0,2.213558972634137,0.1217954519493009,5.9158098806691575,False,False
1943 +S_R0,T,Outaouais,animaux,2.0,0.11274033086660543,4.282089822733495e-14,0.6834406552430156,False,True
1944 +S_R0,T,Outaouais,art,98.0,0.6020407114746349,0.15010518955022076,1.7408253213240301,False,False
1945 +S_R0,T,Outaouais,autre,8.0,0.32258748306608415,0.09108864205414317,0.9290892165453798,False,True
1946 +S_R0,T,Outaouais,bijoux,86.0,0.4424640592460003,3.2846295604485786e-15,1.8627234407632924,False,False
1947 +S_R0,T,Outaouais,boissons,40.0,3.132121647563344,0.5130139313388512,7.205987590115267,False,False
1948 +S_R0,T,Outaouais,boulangerie,32.0,1.4547540214302475,0.16767595174836475,3.524293524805388,False,False
1949 +S_R0,T,Outaouais,cafe_the,110.0,1.5888492362065039,0.4122628263731379,4.123714077803768,False,False
1950 +S_R0,T,Outaouais,chocolat,281.0,4.8128332397492715,1.327157110345072,10.651525442927833,True,False
1951 +S_R0,T,Outaouais,enfants,5.0,0.06110855741751294,0.0068408960451600345,0.23092526714896014,False,True
1952 +S_R0,T,Outaouais,epicerie,499.0,1.9256780121295725,0.7886177969348843,3.142432453333555,False,False
1953 +S_R0,T,Outaouais,erable,30.0,0.6583390663802939,0.26416191849201864,1.407481497609714,False,False
1954 +S_R0,T,Outaouais,fromage_laitier,7.0,0.9586436640182207,1.1256177782266463e-13,2.5448808675918886,False,False
1955 +S_R0,T,Outaouais,industriel,8.0,0.0771363876393777,0.009415385818147786,0.3287211163012006,False,True
1956 +S_R0,T,Outaouais,jardin,82.0,1.1477472487779035,0.07520147484540303,3.4817594957151567,False,False
1957 +S_R0,T,Outaouais,maison,197.0,1.1138213578854221,0.24736122190791165,2.033327205101042,False,False
1958 +S_R0,T,Outaouais,mode,40.0,0.13119893410662853,0.034801738381470985,0.36285454145266166,False,True
1959 +S_R0,T,Outaouais,plein_air,1.0,0.1116911399702157,6.963562227783208e-14,0.5055693844546327,False,True
1960 +S_R0,T,Outaouais,sante_beaute,205.0,1.0593345908166183,0.30560251586842985,2.383866851691768,False,False
1961 +S_R0,T,Outaouais,viande_poisson,93.0,1.8060841795183777,0.3543095286375199,3.4225976857005453,False,False
1962 +S_R0,T,Saguenay–Lac-Saint-Jean,alcool,59.0,0.4285601219959656,0.11316479797567543,1.127878605646408,False,False
1963 +S_R0,T,Saguenay–Lac-Saint-Jean,animaux,15.0,0.2164232027738025,0.051999475058321504,0.974152826261201,False,True
1964 +S_R0,T,Saguenay–Lac-Saint-Jean,art,311.0,0.4890164008646885,0.22417819210478487,1.1816632001016047,False,False
1965 +S_R0,T,Saguenay–Lac-Saint-Jean,autre,39.0,0.4025180715730722,0.16957406093341543,0.9827788795750287,False,True
1966 +S_R0,T,Saguenay–Lac-Saint-Jean,bijoux,961.0,1.2655117651371575,0.4516453618672275,2.6246542040446945,False,False
1967 +S_R0,T,Saguenay–Lac-Saint-Jean,boissons,35.0,0.7014713298287303,0.1661243981007997,1.7056660418208678,False,False
1968 +S_R0,T,Saguenay–Lac-Saint-Jean,boulangerie,115.0,1.3381373095286555,0.31605382679029426,3.212842113617346,False,False
1969 +S_R0,T,Saguenay–Lac-Saint-Jean,cafe_the,353.0,1.3050524342551033,0.439624160728302,2.7664272929366702,False,False
1970 +S_R0,T,Saguenay–Lac-Saint-Jean,chocolat,495.0,2.170016041719785,0.5032899968952893,5.130656204120881,False,False
1971 +S_R0,T,Saguenay–Lac-Saint-Jean,enfants,135.0,0.4223077456087956,0.05966540465565791,1.1642307745615128,False,False
1972 +S_R0,T,Saguenay–Lac-Saint-Jean,epicerie,713.0,0.7042646778895508,0.3127666836625021,1.3934668653568572,False,False
1973 +S_R0,T,Saguenay–Lac-Saint-Jean,erable,102.0,0.5729171140449584,0.18299597687570102,1.250472218377514,False,False
1974 +S_R0,T,Saguenay–Lac-Saint-Jean,fromage_laitier,25.0,0.8763193998897743,0.08361237565237216,2.452026934427934,False,False
1975 +S_R0,T,Saguenay–Lac-Saint-Jean,industriel,261.0,0.644129320157367,0.08624294595421061,2.2342190623825635,False,False
1976 +S_R0,T,Saguenay–Lac-Saint-Jean,jardin,266.0,0.9529657582584202,0.36613273143960695,2.369504884614016,False,False
1977 +S_R0,T,Saguenay–Lac-Saint-Jean,maison,2049.0,2.965203642245273,1.046920133530529,4.309595576572691,True,False
1978 +S_R0,T,Saguenay–Lac-Saint-Jean,mode,436.0,0.36603284377766127,0.12804214907423006,0.7866317254068371,False,True
1979 +S_R0,T,Saguenay–Lac-Saint-Jean,plein_air,20.0,0.5717576321446649,0.14781332452399842,1.6303161163010536,False,False
1980 +S_R0,T,Saguenay–Lac-Saint-Jean,sante_beaute,866.0,1.1454085904079865,0.6414437060316068,1.9640224773633717,False,False
1981 +S_R0,T,Saguenay–Lac-Saint-Jean,viande_poisson,175.0,0.869873979178611,0.22538780536864148,2.1924555743042924,False,False
1982 +S_R,stores,Abitibi-Témiscamingue,alcool,6.0,1.3323892093537355,0.4903184722074207,2.3069672464754323,False,False
1983 +S_R,stores,Abitibi-Témiscamingue,animaux,2.0,0.5773686573866187,2.810229091607126e-13,1.3295822901997105,False,False
1984 +S_R,stores,Abitibi-Témiscamingue,art,11.0,0.9212281478779668,0.6220223987785611,1.2046283396028683,False,False
1985 +S_R,stores,Abitibi-Témiscamingue,autre,8.0,1.2346248019588073,0.6030930930930888,1.8953020549966173,False,False
1986 +S_R,stores,Abitibi-Témiscamingue,bijoux,1.0,0.23149215036727638,1.7084291742098453e-13,0.8128976122318574,False,True
1987 +S_R,stores,Abitibi-Témiscamingue,boissons,4.0,1.2747100228016257,0.27298544187595736,2.4399111809357614,False,False
1988 +S_R,stores,Abitibi-Témiscamingue,boulangerie,3.0,0.8318023030146202,3.8735912404308136e-13,1.7547702575312214,False,False
1989 +S_R,stores,Abitibi-Témiscamingue,cafe_the,7.0,1.2011690599476859,0.5140101332729038,1.9801791251571907,False,False
1990 +S_R,stores,Abitibi-Témiscamingue,chocolat,8.0,1.287248154173445,0.6036824204196855,2.0498574176939366,False,False
1991 +S_R,stores,Abitibi-Témiscamingue,enfants,6.0,1.1778320610687023,0.4867034441433688,1.8716190734037683,False,False
1992 +S_R,stores,Abitibi-Témiscamingue,epicerie,12.0,0.7658205858704177,0.5285493068201945,0.9973620970960486,False,True
1993 +S_R,stores,Abitibi-Témiscamingue,erable,8.0,1.2155129629191974,0.6424065341104932,1.8324650086132463,False,False
1994 +S_R,stores,Abitibi-Témiscamingue,fromage_laitier,4.0,2.2307425399028453,0.5624510583383703,4.27499306282619,False,False
1995 +S_R,stores,Abitibi-Témiscamingue,industriel,7.0,1.1969838018990875,0.5275216687336307,1.906044049022768,False,False
1996 +S_R,stores,Abitibi-Témiscamingue,jardin,5.0,0.8988339904370438,0.2802649880263061,1.4941394877887504,False,False
1997 +S_R,stores,Abitibi-Témiscamingue,maison,15.0,1.1502266221374045,0.8432365680487066,1.4790119050468804,False,False
1998 +S_R,stores,Abitibi-Témiscamingue,mode,7.0,0.6843313767829445,0.29741529864851485,1.0797494706503548,False,False
1999 +S_R,stores,Abitibi-Témiscamingue,plein_air,2.0,0.6961182394023062,3.075566503915081e-13,1.83764236406857,False,False
2000 +S_R,stores,Abitibi-Témiscamingue,sante_beaute,10.0,0.966069603894933,0.5344920043719106,1.4259793914891938,False,False
2001 +S_R,stores,Abitibi-Témiscamingue,viande_poisson,5.0,1.1204642894489178,0.32480309427633847,2.125358957662354,False,False
2002 +S_R,stores,Bas-Saint-Laurent,alcool,7.0,1.0080865552618612,0.4080760526633826,1.5468477802117473,False,False
2003 +S_R,stores,Bas-Saint-Laurent,animaux,11.0,2.0593768200349447,1.2158233059937429,2.924334741803631,True,False
2004 +S_R,stores,Bas-Saint-Laurent,art,20.0,1.0862366100091239,0.8047727035650492,1.394019600614501,False,False
2005 +S_R,stores,Bas-Saint-Laurent,autre,10.0,1.0008406501027463,0.5164848866490216,1.5143915327575308,False,False
2006 +S_R,stores,Bas-Saint-Laurent,bijoux,5.0,0.7506304875770596,0.21575923625950694,1.2952283096258064,False,False
2007 +S_R,stores,Bas-Saint-Laurent,boissons,3.0,0.62000128584287,2.2911901018504763e-13,1.3794699952291882,False,False
2008 +S_R,stores,Bas-Saint-Laurent,boulangerie,4.0,0.7192481960060413,0.1520185822008828,1.3812573030318518,False,False
2009 +S_R,stores,Bas-Saint-Laurent,cafe_the,6.0,0.6676936924461677,0.218473132244055,1.1568025121477927,False,False
2010 +S_R,stores,Bas-Saint-Laurent,chocolat,10.0,1.043499431910404,0.533919024822896,1.621252796798611,False,False
2011 +S_R,stores,Bas-Saint-Laurent,enfants,8.0,1.0184554455445545,0.4392496466835859,1.6035544334580045,False,False
2012 +S_R,stores,Bas-Saint-Laurent,epicerie,26.0,1.0760663842717173,0.8245063153456889,1.379370077678688,False,False
2013 +S_R,stores,Bas-Saint-Laurent,erable,15.0,1.478021641173405,0.8905962236753264,2.131283024142448,False,False
2014 +S_R,stores,Bas-Saint-Laurent,fromage_laitier,1.0,0.3616674167416742,2.960830517560988e-13,1.1206567386966964,False,False
2015 +S_R,stores,Bas-Saint-Laurent,industriel,8.0,0.8871563114499603,0.38302194714881405,1.4258817937703334,False,False
2016 +S_R,stores,Bas-Saint-Laurent,jardin,8.0,0.9326515069089326,0.41498109118769455,1.4363997768163101,False,False
2017 +S_R,stores,Bas-Saint-Laurent,maison,20.0,0.9945853960396039,0.7083634311569115,1.3220567903486022,False,False
2018 +S_R,stores,Bas-Saint-Laurent,mode,13.0,0.8241982564790344,0.5321977611882426,1.0956322255620408,False,False
2019 +S_R,stores,Bas-Saint-Laurent,plein_air,4.0,0.9028860332841795,0.19941056745486288,1.8500665094113784,False,False
2020 +S_R,stores,Bas-Saint-Laurent,sante_beaute,14.0,0.8771146799719343,0.565132039186618,1.1911390702186755,False,False
2021 +S_R,stores,Bas-Saint-Laurent,viande_poisson,9.0,1.307947918079479,0.609934378733217,2.0584973043293995,False,False
2022 +S_R,stores,Capitale-Nationale,alcool,20.0,0.9877927924467423,0.6657863096992708,1.3550394925125457,False,False
2023 +S_R,stores,Capitale-Nationale,animaux,18.0,1.1557175671626885,0.7361881489495935,1.5840744781050478,False,False
2024 +S_R,stores,Capitale-Nationale,art,66.0,1.2293469002242476,1.0464103705089622,1.4245537021404893,True,False
2025 +S_R,stores,Capitale-Nationale,autre,36.0,1.2356728705513023,0.9339373856329463,1.5582632089751474,False,False
2026 +S_R,stores,Capitale-Nationale,bijoux,16.0,0.8237819137008681,0.5011129172953538,1.1312485448514564,False,False
2027 +S_R,stores,Capitale-Nationale,boissons,19.0,1.3466694595726854,0.8425128077085193,1.8611332603255017,False,False
2028 +S_R,stores,Capitale-Nationale,boulangerie,12.0,0.7400074817990849,0.3872689771218812,1.0936862256229674,False,False
2029 +S_R,stores,Capitale-Nationale,cafe_the,19.0,0.7251297090006767,0.4594966703752154,0.9946450996198999,False,True
2030 +S_R,stores,Capitale-Nationale,chocolat,21.0,0.7515321884828412,0.5014356846928482,1.0087871067283039,False,False
2031 +S_R,stores,Capitale-Nationale,enfants,19.0,0.8295483870967741,0.534826375403295,1.1283577664341353,False,False
2032 +S_R,stores,Capitale-Nationale,epicerie,67.0,0.9509914094771726,0.8208303617518287,1.0972861158720977,False,False
2033 +S_R,stores,Capitale-Nationale,erable,24.0,0.8110298716931148,0.5345590934242956,1.108616328863619,False,False
2034 +S_R,stores,Capitale-Nationale,fromage_laitier,3.0,0.37210603488192623,1.3634978476053864e-13,0.8177705845176187,False,True
2035 +S_R,stores,Capitale-Nationale,industriel,27.0,1.0268570718692878,0.7313323757387238,1.3019093263554473,False,False
2036 +S_R,stores,Capitale-Nationale,jardin,18.0,0.7196776059254837,0.4506227736068995,0.9799830300670103,False,True
2037 +S_R,stores,Capitale-Nationale,maison,64.0,1.0915110356536502,0.9398869137354636,1.2457830514072719,False,False
2038 +S_R,stores,Capitale-Nationale,mode,51.0,1.1089056338313976,0.9244877375539396,1.313930913434534,False,False
2039 +S_R,stores,Capitale-Nationale,plein_air,20.0,1.5482426037640429,1.043006417504007,2.087181868788743,True,False
2040 +S_R,stores,Capitale-Nationale,sante_beaute,53.0,1.138781198615029,0.9541126698699858,1.3289262327272235,False,False
2041 +S_R,stores,Capitale-Nationale,viande_poisson,16.0,0.7974509849524386,0.46722869615304513,1.1390416569583819,False,False
2042 +S_R,stores,Centre-du-Québec,alcool,10.0,1.0734501010168473,0.5252642462506157,1.6396381251150174,False,False
2043 +S_R,stores,Centre-du-Québec,animaux,9.0,1.2559366181897114,0.5988185871489689,1.98128980891719,False,False
2044 +S_R,stores,Centre-du-Québec,art,20.0,0.809667141040011,0.5609077467927427,1.082864401593309,False,False
2045 +S_R,stores,Centre-du-Québec,autre,12.0,0.8952168766970688,0.5020790122831628,1.3307797627493347,False,False
2046 +S_R,stores,Centre-du-Québec,bijoux,5.0,0.559510547935668,0.15095325636821955,0.9741862059540599,False,True
2047 +S_R,stores,Centre-du-Québec,boissons,3.0,0.4621411798533569,1.8528152616290655e-13,0.9739727210659668,False,True
2048 +S_R,stores,Centre-du-Québec,boulangerie,9.0,1.2062668084307961,0.5895816123648406,1.8611557524277422,False,False
2049 +S_R,stores,Centre-du-Québec,cafe_the,9.0,0.7465357520708075,0.3520151660393666,1.1587186226131005,False,False
2050 +S_R,stores,Centre-du-Québec,chocolat,15.0,1.1667170770068356,0.7377414417338237,1.6246112084951978,False,False
2051 +S_R,stores,Centre-du-Québec,enfants,12.0,1.1387158671586715,0.618275869930366,1.6756544214822986,False,False
2052 +S_R,stores,Centre-du-Québec,epicerie,41.0,1.2648285260485896,1.0147635135387194,1.542042993151276,True,False
2053 +S_R,stores,Centre-du-Québec,erable,17.0,1.2485919596038064,0.7939104527344965,1.7454494259071383,False,False
2054 +S_R,stores,Centre-du-Québec,fromage_laitier,4.0,1.0783294196578328,0.23262842497376518,2.218071996908731,False,False
2055 +S_R,stores,Centre-du-Québec,industriel,10.0,0.8265939802255164,0.40605986509630393,1.2982784826847888,False,False
2056 +S_R,stores,Centre-du-Québec,jardin,13.0,1.1296784396415394,0.6327100514962924,1.645099473918614,False,False
2057 +S_R,stores,Centre-du-Québec,maison,27.0,1.0008244926199261,0.7683615670821131,1.2416088019668,False,False
2058 +S_R,stores,Centre-du-Québec,mode,19.0,0.8978918275238529,0.6040302188300265,1.196763624265837,False,False
2059 +S_R,stores,Centre-du-Québec,plein_air,6.0,1.0094998822328647,0.3819141847621607,1.7965268017744818,False,False
2060 +S_R,stores,Centre-du-Québec,sante_beaute,17.0,0.7938881947874596,0.5211541851151344,1.0588586788551604,False,False
2061 +S_R,stores,Centre-du-Québec,viande_poisson,13.0,1.40822928777233,0.8040510267408202,2.0561565824387555,False,False
2062 +S_R,stores,Chaudière-Appalaches,alcool,15.0,1.0124303156922236,0.580334191586968,1.5167215707259265,False,False
2063 +S_R,stores,Chaudière-Appalaches,animaux,10.0,0.8774396069332605,0.4032822856791436,1.343179040629208,False,False
2064 +S_R,stores,Chaudière-Appalaches,art,40.0,1.0181893049737494,0.8070720861719874,1.2329492183472033,False,False
2065 +S_R,stores,Chaudière-Appalaches,autre,17.0,0.7974215295714223,0.4882110451754989,1.1371048399267196,False,False
2066 +S_R,stores,Chaudière-Appalaches,bijoux,12.0,0.8443286783697412,0.42476238279960893,1.2478159439744043,False,False
2067 +S_R,stores,Chaudière-Appalaches,boissons,9.0,0.8717419471479796,0.38358894566735896,1.3978364637573641,False,False
2068 +S_R,stores,Chaudière-Appalaches,boulangerie,13.0,1.0955601871878562,0.5866810204979392,1.5999665907749254,False,False
2069 +S_R,stores,Chaudière-Appalaches,cafe_the,12.0,0.625866013337011,0.3232616459455791,0.9676168924488409,False,True
2070 +S_R,stores,Chaudière-Appalaches,chocolat,20.0,0.978129397892815,0.6495557605409102,1.3118206938965167,False,False
2071 +S_R,stores,Chaudière-Appalaches,enfants,9.0,0.5369930394431555,0.24330774175199207,0.8342446430183219,False,True
2072 +S_R,stores,Chaudière-Appalaches,epicerie,62.0,1.202628537981348,1.0117490876654864,1.427812749929255,True,False
2073 +S_R,stores,Chaudière-Appalaches,erable,32.0,1.4777930222033862,1.1105120012407272,1.864535300118858,True,False
2074 +S_R,stores,Chaudière-Appalaches,fromage_laitier,9.0,1.5255484075089643,0.7267324671468789,2.497083352170745,False,False
2075 +S_R,stores,Chaudière-Appalaches,industriel,16.0,0.8315803940273409,0.5232541310566553,1.1725643972306434,False,False
2076 +S_R,stores,Chaudière-Appalaches,jardin,18.0,0.9835037352438744,0.6098618620896752,1.3758687551059647,False,False
2077 +S_R,stores,Chaudière-Appalaches,maison,45.0,1.048814530162413,0.8670778167729297,1.2331838243290278,False,False
2078 +S_R,stores,Chaudière-Appalaches,mode,28.0,0.8319945276897052,0.6173670456930289,1.0556134754510273,False,False
2079 +S_R,stores,Chaudière-Appalaches,plein_air,9.0,0.9521153181616231,0.42534835598773324,1.5577391918776409,False,False
2080 +S_R,stores,Chaudière-Appalaches,sante_beaute,37.0,1.0864360487421671,0.8531678766288906,1.3204637352267052,False,False
2081 +S_R,stores,Chaudière-Appalaches,viande_poisson,18.0,1.2260115055779806,0.7748252378429179,1.7454222483729542,False,False
2082 +S_R,stores,Côte-Nord,alcool,3.0,1.1793445028739147,5.745739174684331e-13,2.5201087114269387,False,False
2083 +S_R,stores,Côte-Nord,animaux,2.0,1.0220985691573927,5.131994112877625e-13,2.522153549604015,False,False
2084 +S_R,stores,Côte-Nord,art,10.0,1.4825661839313717,0.9442716293219776,2.1608505429691056,False,False
2085 +S_R,stores,Côte-Nord,autre,3.0,0.8196073431922489,4.348306206749923e-13,1.623187923669807,False,False
2086 +S_R,stores,Côte-Nord,bijoux,2.0,0.8196073431922488,3.9871248324415983e-13,1.8944989201673592,False,False
2087 +S_R,stores,Côte-Nord,boissons,1.0,0.5641453141453141,4.4614236111109176e-13,1.64440459666715,False,False
2088 +S_R,stores,Côte-Nord,boulangerie,1.0,0.4908382959230417,3.5798322235874147e-13,1.628702234905598,False,False
2089 +S_R,stores,Côte-Nord,cafe_the,6.0,1.8226233226233228,0.8041862243278723,2.97030481080459,False,False
2090 +S_R,stores,Côte-Nord,chocolat,2.0,0.5696942844483828,2.504490798944732e-13,1.5469044677981856,False,False
2091 +S_R,stores,Côte-Nord,enfants,3.0,1.0425405405405406,5.270870752766805e-13,2.051501981831998,False,False
2092 +S_R,stores,Côte-Nord,epicerie,4.0,0.45190313850912034,0.10663895022761989,0.8796551463578288,False,True
2093 +S_R,stores,Côte-Nord,erable,2.0,0.5379466153459962,2.7666046604975807e-13,1.1950696563657364,False,False
2094 +S_R,stores,Côte-Nord,fromage_laitier,0.0,0.0,6.007227754497849e-13,2.282674236973928e-12,False,True
2095 +S_R,stores,Côte-Nord,industriel,4.0,1.210848479141162,0.26752130040608674,2.3314009189181313,False,False
2096 +S_R,stores,Côte-Nord,jardin,5.0,1.5911790911790913,0.5798493173492444,2.5647275245336583,False,False
2097 +S_R,stores,Côte-Nord,maison,8.0,1.0859797297297298,0.6660510785538792,1.387815419907752,False,False
2098 +S_R,stores,Côte-Nord,mode,8.0,1.3845159900936794,0.7363928625711051,2.098649576205315,False,False
2099 +S_R,stores,Côte-Nord,plein_air,3.0,1.8484761357101782,9.989159976230338e-13,3.560178722305269,False,False
2100 +S_R,stores,Côte-Nord,sante_beaute,7.0,1.1971430091508832,0.55456513363512,2.130317437937051,False,False
2101 +S_R,stores,Côte-Nord,viande_poisson,0.0,0.0,2.44052240015729e-13,8.863735859436733e-13,False,True
2102 +S_R,stores,Estrie,alcool,30.0,1.330358128241916,0.9596881320437434,1.7438463616499453,False,False
2103 +S_R,stores,Estrie,animaux,14.0,0.807083931133429,0.46137949568893416,1.1705666660590879,False,False
2104 +S_R,stores,Estrie,art,54.0,0.9030997669191709,0.7376073830548897,1.079495475110053,False,False
2105 +S_R,stores,Estrie,autre,35.0,1.0786499079613439,0.8003272364218297,1.3629611016036203,False,False
2106 +S_R,stores,Estrie,bijoux,16.0,0.7396456511734929,0.4242710544976458,1.0512241727776277,False,False
2107 +S_R,stores,Estrie,boissons,16.0,1.0182134938232499,0.6122118667495962,1.4335366674259085,False,False
2108 +S_R,stores,Estrie,boulangerie,20.0,1.1073790822653988,0.7052584339669009,1.5249471299337203,False,False
2109 +S_R,stores,Estrie,cafe_the,35.0,1.1993380095514241,0.907610570144034,1.486015325381287,False,False
2110 +S_R,stores,Estrie,chocolat,30.0,0.9639644142343062,0.7035827968679,1.2428886694410493,False,False
2111 +S_R,stores,Estrie,enfants,20.0,0.7840243902439024,0.5159419874700591,1.064118181805003,False,False
2112 +S_R,stores,Estrie,epicerie,86.0,1.0960028862317233,0.9582041915795743,1.2452666748064263,False,False
2113 +S_R,stores,Estrie,erable,47.0,1.4260505550101938,1.1255729581203702,1.7533601370503171,True,False
2114 +S_R,stores,Estrie,fromage_laitier,11.0,1.2250381097560976,0.6263652016987822,1.8673514590605638,False,False
2115 +S_R,stores,Estrie,industriel,25.0,0.8536850939066881,0.5873712971713198,1.1226311185476356,False,False
2116 +S_R,stores,Estrie,jardin,30.0,1.0769565800053604,0.7805748579912305,1.3733567276836236,False,False
2117 +S_R,stores,Estrie,maison,59.0,0.9034656059451219,0.7739946969287214,1.0362715468341672,False,False
2118 +S_R,stores,Estrie,mode,46.0,0.8980359051598485,0.7228191724016123,1.0767110254347554,False,False
2119 +S_R,stores,Estrie,plein_air,10.0,0.6950570835495589,0.34366414456678906,1.0902679261188584,False,False
2120 +S_R,stores,Estrie,sante_beaute,45.0,0.8681372431342425,0.6886522863322136,1.0355129768479658,False,False
2121 +S_R,stores,Estrie,viande_poisson,27.0,1.208256765786836,0.8654347011005836,1.560486617124608,False,False
2122 +S_R,stores,Gaspésie–Îles-de-la-Madeleine,alcool,8.0,1.5724593371652196,0.7399412043991294,2.68539042152751,False,False
2123 +S_R,stores,Gaspésie–Îles-de-la-Madeleine,animaux,1.0,0.2555246422893482,2.1334161835764924e-13,0.7309254204069378,False,True
2124 +S_R,stores,Gaspésie–Îles-de-la-Madeleine,art,14.0,1.03779632875196,0.6900833509646394,1.4122304053198278,False,False
2125 +S_R,stores,Gaspésie–Îles-de-la-Madeleine,autre,3.0,0.40980367159612446,1.7514923179158396e-13,0.7979662841621127,False,True
2126 +S_R,stores,Gaspésie–Îles-de-la-Madeleine,bijoux,3.0,0.6147055073941866,2.686855916431924e-13,1.1882510885837978,False,False
2127 +S_R,stores,Gaspésie–Îles-de-la-Madeleine,boissons,3.0,0.8462179712179713,3.2331762409914924e-13,1.8115885698964693,False,False
2128 +S_R,stores,Gaspésie–Îles-de-la-Madeleine,boulangerie,7.0,1.7179340357306458,0.7392827745049007,2.8524857522795615,False,False
2129 +S_R,stores,Gaspésie–Îles-de-la-Madeleine,cafe_the,7.0,1.0631969381969384,0.4383644751812745,1.7262611682470936,False,False
2130 +S_R,stores,Gaspésie–Îles-de-la-Madeleine,chocolat,6.0,0.8545414266725743,0.3047134068392444,1.4191373098455973,False,False
2131 +S_R,stores,Gaspésie–Îles-de-la-Madeleine,enfants,5.0,0.8687837837837838,0.24801826045976363,1.5950557669357646,False,False
2132 +S_R,stores,Gaspésie–Îles-de-la-Madeleine,epicerie,20.0,1.1297578462728008,0.8469795260213809,1.481190037175143,False,False
2133 +S_R,stores,Gaspésie–Îles-de-la-Madeleine,erable,7.0,0.9414065768554933,0.40188387312767293,1.537139012458473,False,False
2134 +S_R,stores,Gaspésie–Îles-de-la-Madeleine,fromage_laitier,2.0,0.9872542997542998,5.368900945676048e-13,2.123035335902234,False,False
2135 +S_R,stores,Gaspésie–Îles-de-la-Madeleine,industriel,5.0,0.7567802994632262,0.21705405673393116,1.2420615685708696,False,False
2136 +S_R,stores,Gaspésie–Îles-de-la-Madeleine,jardin,5.0,0.7955895455895456,0.22066119600074952,1.3545848347752218,False,False
2137 +S_R,stores,Gaspésie–Îles-de-la-Madeleine,maison,18.0,1.221727195945946,0.9172245380136601,1.6116598443951309,False,False
2138 +S_R,stores,Gaspésie–Îles-de-la-Madeleine,mode,16.0,1.3845159900936794,0.9522545789847042,1.9041606917852816,False,False
2139 +S_R,stores,Gaspésie–Îles-de-la-Madeleine,plein_air,3.0,0.9242380678550891,4.1101609639477194e-13,1.8322126662528222,False,False
2140 +S_R,stores,Gaspésie–Îles-de-la-Madeleine,sante_beaute,8.0,0.6840817195147905,0.3438683545113836,0.995482670501816,False,True
2141 +S_R,stores,Gaspésie–Îles-de-la-Madeleine,viande_poisson,7.0,1.3884672343576454,0.5638635766759472,2.378332710759565,False,False
2142 +S_R,stores,Lanaudière,alcool,9.0,0.8156214318941092,0.3542247866369892,1.3260634766656083,False,False
2143 +S_R,stores,Lanaudière,animaux,8.0,0.942495876855415,0.4314929786747644,1.4888075132378122,False,False
2144 +S_R,stores,Lanaudière,art,30.0,1.0253261458964624,0.7907479417823347,1.2767494573153015,False,False
2145 +S_R,stores,Lanaudière,autre,17.0,1.0706812437547757,0.7124724774071002,1.4626486611491754,False,False
2146 +S_R,stores,Lanaudière,bijoux,11.0,1.0391906189384588,0.5633560148088689,1.5062162187927286,False,False
2147 +S_R,stores,Lanaudière,boissons,5.0,0.6502609539992718,0.14781461208440688,1.176767061932119,False,False
2148 +S_R,stores,Lanaudière,boulangerie,9.0,1.0183747821954696,0.4300444034062143,1.687957513546523,False,False
2149 +S_R,stores,Lanaudière,cafe_the,14.0,0.9803934383373636,0.5979950421992831,1.3999717760506463,False,False
2150 +S_R,stores,Lanaudière,chocolat,14.0,0.9193197487360195,0.5471054987322094,1.3061162587711355,False,False
2151 +S_R,stores,Lanaudière,enfants,12.0,0.9613457943925232,0.5318920586041352,1.3704743502342884,False,False
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2154 +S_R,stores,Lanaudière,fromage_laitier,5.0,1.1379566694987255,0.27357063174341983,2.138834774182031,False,False
2155 +S_R,stores,Lanaudière,industriel,17.0,1.186329740466964,0.7741884077315454,1.60590124024843,False,False
2156 +S_R,stores,Lanaudière,jardin,15.0,1.100441614460306,0.6853054651228335,1.5216071423809283,False,False
2157 +S_R,stores,Lanaudière,maison,33.0,1.0326956775700935,0.832769086691614,1.2699515695333832,False,False
2158 +S_R,stores,Lanaudière,mode,24.0,0.9575157314666567,0.6642693118768221,1.2652442414497256,False,False
2159 +S_R,stores,Lanaudière,plein_air,7.0,0.9942997282428581,0.41028257723557165,1.5980911283810275,False,False
2160 +S_R,stores,Lanaudière,sante_beaute,24.0,0.9462064905438222,0.7156189027511878,1.191651517665719,False,False
2161 +S_R,stores,Lanaudière,viande_poisson,9.0,0.8230700294456536,0.36198750207903657,1.3603577584960642,False,False
2162 +S_R,stores,Laurentides,alcool,21.0,1.1250468738281543,0.7417511674668018,1.496461296717861,False,False
2163 +S_R,stores,Laurentides,animaux,11.0,0.7661033474163146,0.40755326043286855,1.1516813728619193,False,False
2164 +S_R,stores,Laurentides,art,41.0,0.8283804423660739,0.6640928900005203,0.992621649936902,False,True
2165 +S_R,stores,Laurentides,autre,33.0,1.2286563118940894,0.9448154789749342,1.5302284466128808,False,False
2166 +S_R,stores,Laurentides,bijoux,20.0,1.1169602835400814,0.7441412733082724,1.5412166827121028,False,False
2167 +S_R,stores,Laurentides,boissons,19.0,1.4607519552270933,0.9846797757842294,1.9574325293910968,False,False
2168 +S_R,stores,Laurentides,boulangerie,13.0,0.869588288541374,0.47887362824118185,1.2701309628897197,False,False
2169 +S_R,stores,Laurentides,cafe_the,26.0,1.0763435459568058,0.7787929811985872,1.381711897244268,False,False
2170 +S_R,stores,Laurentides,chocolat,26.0,1.0092926365365456,0.7416518831503135,1.26665974410777,False,False
2171 +S_R,stores,Laurentides,enfants,22.0,1.0419005524861877,0.7265397210275867,1.3641059207317516,False,False
2172 +S_R,stores,Laurentides,epicerie,61.0,0.9391762280065236,0.7959593397602658,1.0888412950653297,False,False
2173 +S_R,stores,Laurentides,erable,31.0,1.1363255392299403,0.8526401614000203,1.4568199927709455,False,False
2174 +S_R,stores,Laurentides,fromage_laitier,12.0,1.6145153189352084,0.8714273208259776,2.3796813235447116,False,False
2175 +S_R,stores,Laurentides,industriel,22.0,0.907578878472289,0.6290463844605176,1.1995966864787806,False,False
2176 +S_R,stores,Laurentides,jardin,21.0,0.9107522311942201,0.6293319773640629,1.1903057857679213,False,False
2177 +S_R,stores,Laurentides,maison,51.0,0.9434823895027624,0.8015433103566125,1.1095247509765975,False,False
2178 +S_R,stores,Laurentides,mode,40.0,0.9434086856991923,0.76374132134211,1.1345200712097476,False,False
2179 +S_R,stores,Laurentides,plein_air,14.0,1.1755808941655892,0.6416113455443687,1.710430881900124,False,False
2180 +S_R,stores,Laurentides,sante_beaute,45.0,1.0487993213555489,0.8651185874044878,1.2621870920996228,False,False
2181 +S_R,stores,Laurentides,viande_poisson,14.0,0.7568808496682561,0.4135014076214259,1.085746237465609,False,False
2182 +S_R,stores,Laval,alcool,3.0,0.7333738925434428,3.390350295214138e-13,1.47687822123672,False,False
2183 +S_R,stores,Laval,animaux,5.0,1.5889767671774593,0.5244870617743418,2.546775150237621,False,False
2184 +S_R,stores,Laval,art,9.0,0.8297387214271373,0.47125288625745904,1.197941355004337,False,False
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2186 +S_R,stores,Laval,bijoux,5.0,1.2741794831140003,0.3922956199219629,2.2980969965779807,False,False
2187 +S_R,stores,Laval,boissons,2.0,0.7016261049874495,3.4189103161233036e-13,1.6551189983392516,False,False
2188 +S_R,stores,Laval,boulangerie,5.0,1.5261358780800456,0.4690208612982963,2.6777401282001114,False,False
2189 +S_R,stores,Laval,cafe_the,5.0,0.9444966797907975,0.25886909576173633,1.7491998773156527,False,False
2190 +S_R,stores,Laval,chocolat,8.0,1.4170546907287505,0.7067756402638269,2.2844658204131356,False,False
2191 +S_R,stores,Laval,enfants,5.0,1.0805042016806723,0.3189244915870938,1.8337068829897534,False,False
2192 +S_R,stores,Laval,epicerie,14.0,0.9835538896963207,0.6375383567180928,1.4713019401132386,False,False
2193 +S_R,stores,Laval,erable,6.0,1.0035642740068162,0.39688455273363243,1.582171147672545,False,False
2194 +S_R,stores,Laval,fromage_laitier,2.0,1.2278456837280365,6.425268381851284e-13,2.7885619720084556,False,False
2195 +S_R,stores,Laval,industriel,6.0,1.129446900711504,0.41179735359088226,1.9716925087023398,False,False
2196 +S_R,stores,Laval,jardin,5.0,0.9894727121617878,0.3345558701074257,1.5642750349567647,False,False
2197 +S_R,stores,Laval,maison,11.0,0.9285582983193278,0.5943772641696724,1.338622567812172,False,False
2198 +S_R,stores,Laval,mode,9.0,0.9685794636579731,0.5294568994384805,1.4578786705523514,False,False
2199 +S_R,stores,Laval,plein_air,2.0,0.766315036652959,3.475945921985752e-13,1.9009266049262339,False,False
2200 +S_R,stores,Laval,sante_beaute,10.0,1.0634883874809768,0.6264042033522667,1.6652884225218834,False,False
2201 +S_R,stores,Laval,viande_poisson,3.0,0.7400713710141591,3.8294876416921674e-13,1.34633987252516,False,False
2202 +S_R,stores,Mauricie,alcool,9.0,1.9685299220902934,0.9254556981292994,3.149457907297792,False,False
2203 +S_R,stores,Mauricie,animaux,3.0,0.8530296329057938,3.220375829034544e-13,1.8667321039846947,False,False
2204 +S_R,stores,Mauricie,art,10.0,0.8248864482024172,0.4409628415404797,1.2419152572968561,False,False
2205 +S_R,stores,Mauricie,autre,7.0,1.064051638530288,0.4508311607379993,1.8856579913431848,False,False
2206 +S_R,stores,Mauricie,bijoux,2.0,0.4560221307986948,2.0920292176315283e-13,1.1125299113905331,False,False
2207 +S_R,stores,Mauricie,boissons,2.0,0.6277707255150864,3.0450827721660306e-13,1.4724632213667146,False,False
2208 +S_R,stores,Mauricie,boulangerie,2.0,0.5461959984707531,2.3993709309981673e-13,1.404845793838209,False,False
2209 +S_R,stores,Mauricie,cafe_the,4.0,0.6760607813239392,0.1559028504640294,1.1745622157234794,False,False
2210 +S_R,stores,Mauricie,chocolat,6.0,0.9509182793048193,0.3127227300012039,1.6627359982268544,False,False
2211 +S_R,stores,Mauricie,enfants,4.0,0.7734135338345864,0.19139655605077188,1.4531507593721495,False,False
2212 +S_R,stores,Mauricie,epicerie,19.0,1.1943154374883893,0.8924885958266111,1.532916673194824,False,False
2213 +S_R,stores,Mauricie,erable,8.0,1.1972345724993598,0.5549212429912801,1.8518655770927985,False,False
2214 +S_R,stores,Mauricie,fromage_laitier,1.0,0.5492993848257006,4.313442619219316e-13,1.8646916643592266,False,False
2215 +S_R,stores,Mauricie,industriel,6.0,1.0105577532681878,0.36231830238959656,1.7442371155330463,False,False
2216 +S_R,stores,Mauricie,jardin,5.0,0.885317689828968,0.230918093095297,1.6158489855117928,False,False
2217 +S_R,stores,Mauricie,maison,14.0,1.0574013157894735,0.7320834899173229,1.3944069422491838,False,False
2218 +S_R,stores,Mauricie,mode,9.0,0.8666237306413443,0.46337318464385197,1.2298739825441696,False,False
2219 +S_R,stores,Mauricie,plein_air,4.0,1.371300591905295,0.34098701937720494,2.662882353083813,False,False
2220 +S_R,stores,Mauricie,sante_beaute,10.0,0.9515422414303475,0.5031796856958672,1.4275466715488152,False,False
2221 +S_R,stores,Mauricie,viande_poisson,8.0,1.7657843238232567,0.763789332180635,2.899567156075544,False,False
2222 +S_R,stores,Montréal,alcool,23.0,0.5646256944842202,0.3798506177096241,0.7676620173172511,False,True
2223 +S_R,stores,Montréal,animaux,29.0,0.9254951600893522,0.6543986112432578,1.1782324469477814,False,False
2224 +S_R,stores,Montréal,art,106.0,0.9813712360133061,0.8711274835637195,1.0975416046699302,False,False
2225 +S_R,stores,Montréal,autre,68.0,1.160130562853276,0.9807181558449818,1.357044130387262,False,False
2226 +S_R,stores,Montréal,bijoux,67.0,1.7146047289228563,1.4420916842356455,2.030188734663166,True,False
2227 +S_R,stores,Montréal,boissons,30.0,1.0568798290317276,0.7610365805030016,1.3555999795516653,False,False
2228 +S_R,stores,Montréal,boulangerie,26.0,0.7969391403847529,0.542658768482516,1.0449631294588961,False,False
2229 +S_R,stores,Montréal,cafe_the,64.0,1.2140568292467027,1.0067829492229032,1.4252265473375294,True,False
2230 +S_R,stores,Montréal,chocolat,57.0,1.0139115999169952,0.8293293956649588,1.1903578660576486,False,False
2231 +S_R,stores,Montréal,enfants,60.0,1.3020759493670886,1.0717062810730762,1.5373043377674083,True,False
2232 +S_R,stores,Montréal,epicerie,115.0,0.811328208589159,0.7149950673465396,0.9137765863738869,False,True
2233 +S_R,stores,Montréal,erable,20.0,0.33593290747344906,0.21030940278421306,0.4630433056892677,False,True
2234 +S_R,stores,Montréal,fromage_laitier,14.0,0.8631185270425776,0.49478195922126217,1.2745482842338116,False,False
2235 +S_R,stores,Montréal,industriel,59.0,1.1153089577912052,0.9114343676230139,1.3042703310611758,False,False
2236 +S_R,stores,Montréal,jardin,46.0,0.9141558863077851,0.724176460084054,1.1024306956201,False,False
2237 +S_R,stores,Montréal,maison,123.0,1.042678006329114,0.9383502645342536,1.1438385850614174,False,False
2238 +S_R,stores,Montréal,mode,124.0,1.3401180089767513,1.1949339519423134,1.4969818146992497,True,False
2239 +S_R,stores,Montréal,plein_air,28.0,1.0773678068049195,0.77154916613322,1.3844456937286447,False,False
2240 +S_R,stores,Montréal,sante_beaute,98.0,1.0466161666500549,0.9201357629451608,1.1752018240165385,False,False
2241 +S_R,stores,Montréal,viande_poisson,28.0,0.6936477660250853,0.4960871163268196,0.899970250891973,False,True
2242 +S_R,stores,Montérégie,alcool,35.0,1.1262913947062827,0.8293779824547661,1.4331207886250485,False,False
2243 +S_R,stores,Montérégie,animaux,32.0,1.3386777719937533,0.9908426821914725,1.6929798595827945,False,False
2244 +S_R,stores,Montérégie,art,80.0,0.9708840496541725,0.838529712898911,1.1013600772487329,False,False
2245 +S_R,stores,Montérégie,autre,38.0,0.8498288528969778,0.6470444317230081,1.0498765673413752,False,False
2246 +S_R,stores,Montérégie,bijoux,25.0,0.8386468943062281,0.5702330756957352,1.1394932594079699,False,False
2247 +S_R,stores,Montérégie,boissons,21.0,0.9697807723250201,0.6300467740657202,1.3478073542176792,False,False
2248 +S_R,stores,Montérégie,boulangerie,24.0,0.9643017849107544,0.6473740203648323,1.285418738339297,False,False
2249 +S_R,stores,Montérégie,cafe_the,36.0,0.8951822513769416,0.6680779643839581,1.1281226931518498,False,False
2250 +S_R,stores,Montérégie,chocolat,40.0,0.9326853329464674,0.708762614675879,1.165445289175686,False,False
2251 +S_R,stores,Montérégie,enfants,41.0,1.1663230088495575,0.9043979032119783,1.4195642222819025,False,False
2252 +S_R,stores,Montérégie,epicerie,121.0,1.1190101499476393,1.0000475519837606,1.2563217685533405,True,False
2253 +S_R,stores,Montérégie,erable,52.0,1.144921778678868,0.9131346642232784,1.3807347611253504,False,False
2254 +S_R,stores,Montérégie,fromage_laitier,10.0,0.8081506436041834,0.3976490649714941,1.2578317900547198,False,False
2255 +S_R,stores,Montérégie,industriel,45.0,1.1150789368197094,0.888749823037334,1.3500137430283705,False,False
2256 +S_R,stores,Montérégie,jardin,41.0,1.0680613634153457,0.8241977096668752,1.3177926986909683,False,False
2257 +S_R,stores,Montérégie,maison,82.0,0.9111898506637168,0.7978787927597568,1.0167783101733432,False,False
2258 +S_R,stores,Montérégie,mode,60.0,0.8500070514402568,0.6992075175499408,0.9939433600377573,False,True
2259 +S_R,stores,Montérégie,plein_air,15.0,0.7565665599698739,0.43278056039488755,1.0874307010440016,False,False
2260 +S_R,stores,Montérégie,sante_beaute,73.0,1.0219605776600935,0.8697799772994802,1.1785415913009594,False,False
2261 +S_R,stores,Montérégie,viande_poisson,33.0,1.0716298945326708,0.7826026595365669,1.385871406832252,False,False
2262 +S_R,stores,Nord-du-Québec,alcool,0.0,0.0,9.09934733252853e-13,1.461861402850711,False,False
2263 +S_R,stores,Nord-du-Québec,animaux,0.0,0.0,1.186432207115411e-12,1.8814318745570255,False,False
2264 +S_R,stores,Nord-du-Québec,art,1.0,0.7836421257922963,6.087370646602879e-13,1.8580887714049894,False,False
2265 +S_R,stores,Nord-du-Québec,autre,0.0,0.0,6.303355698045441e-13,1.0148609998297409,False,False
2266 +S_R,stores,Nord-du-Québec,bijoux,1.0,2.1661051212938003,1.7125442350890598e-12,5.244327557743739,False,False
2267 +S_R,stores,Nord-du-Québec,boissons,0.0,0.0,1.2878881174307792e-12,2.10038565874914,False,False
2268 +S_R,stores,Nord-du-Québec,boulangerie,1.0,2.5944309927360774,1.9231034471670713e-12,7.573572185917406,False,False
2269 +S_R,stores,Nord-du-Québec,cafe_the,1.0,1.6056443556443556,1.2803377850829533e-12,3.8621781793421555,False,False
2270 +S_R,stores,Nord-du-Québec,chocolat,2.0,3.0112412177985948,1.7974410735387199e-12,7.200072463727348,False,False
2271 +S_R,stores,Nord-du-Québec,enfants,1.0,1.8368571428571427,1.4262376180560607e-12,4.366036746977779,False,False
2272 +S_R,stores,Nord-du-Québec,epicerie,1.0,0.5971577187441947,3.6269045610079634e-13,2.8142043433238055,False,False
2273 +S_R,stores,Nord-du-Québec,erable,2.0,2.8434321096859794,1.6772325023774263e-12,6.83393973395131,False,False
2274 +S_R,stores,Nord-du-Québec,fromage_laitier,0.0,0.0,2.255353748094317e-12,3.6603480563088153,False,False
2275 +S_R,stores,Nord-du-Québec,industriel,0.0,0.0,6.981977162599632e-13,1.1149113175675673,False,False
2276 +S_R,stores,Nord-du-Québec,jardin,1.0,1.682103610675039,1.2761964241919008e-12,4.814937145159944,False,False
2277 +S_R,stores,Nord-du-Québec,maison,1.0,0.7175223214285714,5.629198596731301e-13,1.6966695078437537,False,False
2278 +S_R,stores,Nord-du-Québec,mode,2.0,1.829538986909505,2.156778439594419e-12,2.5887097446509175,False,False
2279 +S_R,stores,Nord-du-Québec,plein_air,0.0,0.0,1.4292819381968858e-12,2.276141857008753,False,False
2280 +S_R,stores,Nord-du-Québec,sante_beaute,0.0,0.0,3.968709337873045e-13,0.6309358537491025,False,True
2281 +S_R,stores,Nord-du-Québec,viande_poisson,0.0,0.0,9.127014988685155e-13,1.4380323616863049,False,False
2282 +S_R,stores,Outaouais,alcool,9.0,1.2467356173238526,0.6919354604840834,1.7351120816487968,False,False
2283 +S_R,stores,Outaouais,animaux,6.0,1.0805042016806723,0.40493009561717275,1.6928080601424311,False,False
2284 +S_R,stores,Outaouais,art,17.0,0.8881277425646026,0.6469836745289862,1.1642595139848206,False,False
2285 +S_R,stores,Outaouais,autre,9.0,0.8664420485175203,0.43262219845509,1.2649970121884717,False,False
2286 +S_R,stores,Outaouais,bijoux,2.0,0.28881401617250674,1.398651291812566e-13,0.7659268586552728,False,True
2287 +S_R,stores,Outaouais,boissons,7.0,1.3915584415584414,0.61404638717574,2.2383581913559176,False,False
2288 +S_R,stores,Outaouais,boulangerie,10.0,1.7296206618240515,1.0170692564795438,2.379843125133212,True,False
2289 +S_R,stores,Outaouais,cafe_the,13.0,1.3915584415584417,0.9488182156316315,1.8659617585631807,False,False
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2312 +S_R,stores,Saguenay–Lac-Saint-Jean,epicerie,57.0,0.9568912842527457,0.7963410577183534,1.1361156316409518,False,False
2313 +S_R,stores,Saguenay–Lac-Saint-Jean,erable,19.0,0.7593905031892275,0.5067452020986722,1.0497073051057462,False,False
2314 +S_R,stores,Saguenay–Lac-Saint-Jean,fromage_laitier,7.0,1.0269030668127053,0.38566079527917446,1.7202920290922723,False,False
2315 +S_R,stores,Saguenay–Lac-Saint-Jean,industriel,25.0,1.124532975105999,0.7891676090567824,1.4740285215372688,False,False
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2317 +S_R,stores,Saguenay–Lac-Saint-Jean,maison,52.0,1.0489081325301204,0.8990721860171791,1.2106984011529014,False,False
2318 +S_R,stores,Saguenay–Lac-Saint-Jean,mode,35.0,0.900074401190419,0.7054951442763826,1.1068498317120812,False,False
2319 +S_R,stores,Saguenay–Lac-Saint-Jean,plein_air,12.0,1.0986926429120738,0.5854313449708164,1.5973715279550096,False,False
2320 +S_R,stores,Saguenay–Lac-Saint-Jean,sante_beaute,40.0,1.0165069727729816,0.8204604060082313,1.2274985439455015,False,False
2321 +S_R,stores,Saguenay–Lac-Saint-Jean,viande_poisson,18.0,1.0610661825383727,0.660576223155597,1.4866555013524492,False,False
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added data/processed_model/source_mix_by_region.csv +18 −0
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1 +region_final,alimentsduquebec_ent,cartv_bio,charlevoix,createursdesaveurs,erabledici,icq_resolved,lesproduitsduquebec_ent,other,zoneboreale
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9 +Gaspésie–Îles-de-la-Madeleine,0.2,0.0,0.0,0.0,0.0,0.067,0.0,0.733,0.0
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added data/processed_model/store_category.parquet +0 −0

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

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added experiments/category_model.json +260 −0
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479 + "wix": 0.08,
480 + "woocommerce": 0.2
481 + },
482 + "Mauricie": {
483 + "other": 0.032,
484 + "shopify": 0.29,
485 + "wix": 0.29,
486 + "woocommerce": 0.387
487 + },
488 + "Montréal": {
489 + "other": 0.042,
490 + "shopify": 0.603,
491 + "wix": 0.084,
492 + "woocommerce": 0.27
493 + },
494 + "Montérégie": {
495 + "other": 0.105,
496 + "shopify": 0.384,
497 + "wix": 0.137,
498 + "woocommerce": 0.374
499 + },
500 + "Nord-du-Québec": {
501 + "other": 0.0,
502 + "shopify": 0.667,
503 + "wix": 0.333,
504 + "woocommerce": 0.0
505 + },
506 + "Outaouais": {
507 + "other": 0.083,
508 + "shopify": 0.444,
509 + "wix": 0.25,
510 + "woocommerce": 0.222
511 + },
512 + "Saguenay–Lac-Saint-Jean": {
513 + "other": 0.144,
514 + "shopify": 0.34,
515 + "wix": 0.175,
516 + "woocommerce": 0.34
517 + }
518 + },
519 + "category_mix_by_platform": {
520 + "other": {
521 + "alcool": 0.023,
522 + "animaux": 0.015,
523 + "art": 0.066,
524 + "autre": 0.016,
525 + "bijoux": 0.082,
526 + "boissons": 0.014,
527 + "boulangerie": 0.016,
528 + "cafe_the": 0.035,
529 + "chocolat": 0.02,
530 + "enfants": 0.014,
531 + "epicerie": 0.184,
532 + "erable": 0.061,
533 + "fromage_laitier": 0.002,
534 + "industriel": 0.065,
535 + "jardin": 0.049,
536 + "maison": 0.103,
537 + "mode": 0.1,
538 + "plein_air": 0.004,
539 + "sante_beaute": 0.102,
540 + "viande_poisson": 0.029
541 + },
542 + "shopify": {
543 + "alcool": 0.026,
544 + "animaux": 0.014,
545 + "art": 0.071,
546 + "autre": 0.014,
547 + "bijoux": 0.08,
548 + "boissons": 0.024,
549 + "boulangerie": 0.015,
550 + "cafe_the": 0.055,
551 + "chocolat": 0.034,
552 + "enfants": 0.042,
553 + "epicerie": 0.153,
554 + "erable": 0.046,
555 + "fromage_laitier": 0.003,
556 + "industriel": 0.019,
557 + "jardin": 0.017,
558 + "maison": 0.119,
559 + "mode": 0.119,
560 + "plein_air": 0.009,
561 + "sante_beaute": 0.124,
562 + "viande_poisson": 0.018
563 + },
564 + "wix": {
565 + "alcool": 0.041,
566 + "animaux": 0.002,
567 + "art": 0.206,
568 + "autre": 0.119,
569 + "bijoux": 0.031,
570 + "boissons": 0.008,
571 + "boulangerie": 0.011,
572 + "cafe_the": 0.009,
573 + "chocolat": 0.02,
574 + "enfants": 0.007,
575 + "epicerie": 0.177,
576 + "erable": 0.051,
577 + "fromage_laitier": 0.007,
578 + "industriel": 0.006,
579 + "jardin": 0.057,
580 + "maison": 0.056,
581 + "mode": 0.058,
582 + "plein_air": 0.002,
583 + "sante_beaute": 0.093,
584 + "viande_poisson": 0.039
585 + },
586 + "woocommerce": {
587 + "alcool": 0.067,
588 + "animaux": 0.008,
589 + "art": 0.081,
590 + "autre": 0.025,
591 + "bijoux": 0.018,
592 + "boissons": 0.016,
593 + "boulangerie": 0.021,
594 + "cafe_the": 0.026,
595 + "chocolat": 0.033,
596 + "enfants": 0.012,
597 + "epicerie": 0.23,
598 + "erable": 0.072,
599 + "fromage_laitier": 0.011,
600 + "industriel": 0.05,
601 + "jardin": 0.035,
602 + "maison": 0.082,
603 + "mode": 0.08,
604 + "plein_air": 0.011,
605 + "sante_beaute": 0.072,
606 + "viande_poisson": 0.051
607 + }
608 + },
609 + "note": "Business locations = ISQ, locations with employees, December 2025 (all industries; retail NAICS 44-45; manufacturing 31-33); population = ISQ 1 July 2025 provisional. Fabri-Ka stores are online storefronts of Quebec-based merchants discovered through certification registries, associations and search; coverage ratios are not sampling rates."
610 +}
\ No newline at end of file
added experiments_model/features_rc.json +27 −0
@@ -0,0 +1,27 @@
1 +{
2 + "stores_S_A": 1557,
3 + "stores_S_R": 1331,
4 + "stores_S_R0": 1223,
5 + "listings_S_R": 298362,
6 + "listings_S_A": 370054,
7 + "top1pct_cut": 3359.32,
8 + "stores_by_region_S_R": {
9 + "Montréal": 237,
10 + "Montérégie": 190,
11 + "Estrie": 152,
12 + "Capitale-Nationale": 126,
13 + "Chaudière-Appalaches": 102,
14 + "Laurentides": 99,
15 + "Saguenay–Lac-Saint-Jean": 97,
16 + "Lanaudière": 66,
17 + "Centre-du-Québec": 61,
18 + "Bas-Saint-Laurent": 39,
19 + "Outaouais": 36,
20 + "Mauricie": 31,
21 + "Gaspésie–Îles-de-la-Madeleine": 30,
22 + "Laval": 25,
23 + "Abitibi-Témiscamingue": 21,
24 + "Côte-Nord": 16,
25 + "Nord-du-Québec": 3
26 + }
27 +}
\ No newline at end of file
added experiments_model/h1_raa.json +153 −0
@@ -0,0 +1,153 @@
1 +{
2 + "n_perm": 2000,
3 + "n_boot": 2000,
4 + "results": [
5 + {
6 + "sample": "S_R",
7 + "scheme": "M",
8 + "stores": 1331,
9 + "regions": 17,
10 + "categories": 20,
11 + "cramers_v": 0.1114,
12 + "v_boot_percentile_note": "store resampling with replacement duplicates stores and biases V upward; not used for inference",
13 + "v_boot_p2.5_97.5": [
14 + 0.1267,
15 + 0.1467
16 + ],
17 + "perm_null_mean": 0.0858,
18 + "perm_null_p5": 0.0795,
19 + "excess_v": 0.0256,
20 + "perm_null_p95": 0.0929,
21 + "p_perm": 0.0004997501249375312,
22 + "cells_sig_gt1": 12,
23 + "cells_sig_lt1": 64,
24 + "cells": 340
25 + },
26 + {
27 + "sample": "S_R",
28 + "scheme": "L",
29 + "stores": 1331,
30 + "regions": 17,
31 + "categories": 20,
32 + "cramers_v": 0.3203,
33 + "v_boot_percentile_note": "store resampling with replacement duplicates stores and biases V upward; not used for inference",
34 + "v_boot_p2.5_97.5": [
35 + 0.2732,
36 + 0.3879
37 + ],
38 + "perm_null_mean": 0.2991,
39 + "perm_null_p5": 0.2551,
40 + "excess_v": 0.0213,
41 + "perm_null_p95": 0.3436,
42 + "p_perm": 0.21239380309845077,
43 + "cells_sig_gt1": 5,
44 + "cells_sig_lt1": 64,
45 + "cells": 340
46 + },
47 + {
48 + "sample": "S_R",
49 + "scheme": "T",
50 + "stores": 1331,
51 + "regions": 17,
52 + "categories": 20,
53 + "cramers_v": 0.1907,
54 + "v_boot_percentile_note": "store resampling with replacement duplicates stores and biases V upward; not used for inference",
55 + "v_boot_p2.5_97.5": [
56 + 0.1959,
57 + 0.2577
58 + ],
59 + "perm_null_mean": 0.1894,
60 + "perm_null_p5": 0.1663,
61 + "excess_v": 0.0013,
62 + "perm_null_p95": 0.2149,
63 + "p_perm": 0.4452773613193403,
64 + "cells_sig_gt1": 7,
65 + "cells_sig_lt1": 72,
66 + "cells": 340
67 + },
68 + {
69 + "sample": "S_R0",
70 + "scheme": "M",
71 + "stores": 1214,
72 + "regions": 16,
73 + "categories": 20,
74 + "cramers_v": 0.1214,
75 + "v_boot_percentile_note": "store resampling with replacement duplicates stores and biases V upward; not used for inference",
76 + "v_boot_p2.5_97.5": [
77 + 0.1369,
78 + 0.1605
79 + ],
80 + "perm_null_mean": 0.0896,
81 + "perm_null_p5": 0.0832,
82 + "excess_v": 0.0318,
83 + "perm_null_p95": 0.096,
84 + "p_perm": 0.0004997501249375312,
85 + "cells_sig_gt1": 9,
86 + "cells_sig_lt1": 72,
87 + "cells": 320
88 + },
89 + {
90 + "sample": "S_R0",
91 + "scheme": "L",
92 + "stores": 1214,
93 + "regions": 16,
94 + "categories": 20,
95 + "cramers_v": 0.3435,
96 + "v_boot_percentile_note": "store resampling with replacement duplicates stores and biases V upward; not used for inference",
97 + "v_boot_p2.5_97.5": [
98 + 0.2747,
99 + 0.4006
100 + ],
101 + "perm_null_mean": 0.2781,
102 + "perm_null_p5": 0.2384,
103 + "excess_v": 0.0653,
104 + "perm_null_p95": 0.3181,
105 + "p_perm": 0.0024987506246876563,
106 + "cells_sig_gt1": 9,
107 + "cells_sig_lt1": 70,
108 + "cells": 320
109 + },
110 + {
111 + "sample": "S_R0",
112 + "scheme": "T",
113 + "stores": 1214,
114 + "regions": 16,
115 + "categories": 20,
116 + "cramers_v": 0.2188,
117 + "v_boot_percentile_note": "store resampling with replacement duplicates stores and biases V upward; not used for inference",
118 + "v_boot_p2.5_97.5": [
119 + 0.2144,
120 + 0.2864
121 + ],
122 + "perm_null_mean": 0.2014,
123 + "perm_null_p5": 0.1768,
124 + "excess_v": 0.0174,
125 + "perm_null_p95": 0.2288,
126 + "p_perm": 0.13993003498250875,
127 + "cells_sig_gt1": 10,
128 + "cells_sig_lt1": 74,
129 + "cells": 320
130 + },
131 + {
132 + "sample": "S_R",
133 + "scheme": "stores",
134 + "stores": 1331,
135 + "regions": 17,
136 + "categories": 20,
137 + "cramers_v": 0.0556,
138 + "v_boot_percentile_note": "store resampling with replacement duplicates stores and biases V upward; not used for inference",
139 + "v_boot_p2.5_97.5": [
140 + 0.0648,
141 + 0.0764
142 + ],
143 + "perm_null_mean": 0.0447,
144 + "perm_null_p5": 0.0415,
145 + "excess_v": 0.0109,
146 + "perm_null_p95": 0.0481,
147 + "p_perm": 0.0004997501249375312,
148 + "cells_sig_gt1": 15,
149 + "cells_sig_lt1": 26,
150 + "cells": 340
151 + }
152 + ]
153 +}
\ No newline at end of file
added experiments_model/h2_scale.json +170 −0
@@ -0,0 +1,170 @@
1 +{
2 + "regions_in_external": 17,
3 + "regions_matched": 17,
4 + "correlations": {
5 + "H_rarefied15 ~ log_population": {
6 + "n": 16,
7 + "rho": 0.0,
8 + "ci": [
9 + -0.627,
10 + 0.603
11 + ],
12 + "ols_b": -0.0035,
13 + "ols_se_hc3": 0.0167
14 + },
15 + "H_rarefied15 ~ log_business_locations": {
16 + "n": 16,
17 + "rho": 0.003,
18 + "ci": [
19 + -0.638,
20 + 0.622
21 + ],
22 + "ols_b": -0.0049,
23 + "ols_se_hc3": 0.0175
24 + },
25 + "H_rarefied15 ~ disposable_income": {
26 + "n": 16,
27 + "rho": -0.018,
28 + "ci": [
29 + -0.525,
30 + 0.511
31 + ],
32 + "ols_b": 0.0,
33 + "ols_se_hc3": 0.0
34 + },
35 + "H_rarefied15 ~ log_density": {
36 + "n": 16,
37 + "rho": -0.197,
38 + "ci": [
39 + -0.791,
40 + 0.446
41 + ],
42 + "ols_b": -0.0044,
43 + "ols_se_hc3": 0.0063
44 + },
45 + "H_norm_M ~ log_population": {
46 + "n": 17,
47 + "rho": 0.49,
48 + "ci": [
49 + -0.104,
50 + 0.886
51 + ],
52 + "ols_b": 0.038,
53 + "ols_se_hc3": 0.0228
54 + },
55 + "H_norm_M ~ log_business_locations": {
56 + "n": 17,
57 + "rho": 0.515,
58 + "ci": [
59 + -0.088,
60 + 0.891
61 + ],
62 + "ols_b": 0.0392,
63 + "ols_se_hc3": 0.0231
64 + },
65 + "H_norm_M ~ disposable_income": {
66 + "n": 17,
67 + "rho": 0.502,
68 + "ci": [
69 + -0.029,
70 + 0.832
71 + ],
72 + "ols_b": 0.0,
73 + "ols_se_hc3": 0.0
74 + },
75 + "H_norm_M ~ log_density": {
76 + "n": 17,
77 + "rho": 0.228,
78 + "ci": [
79 + -0.416,
80 + 0.751
81 + ],
82 + "ols_b": 0.01,
83 + "ols_se_hc3": 0.0114
84 + },
85 + "eff_cat_M ~ log_population": {
86 + "n": 17,
87 + "rho": 0.49,
88 + "ci": [
89 + -0.105,
90 + 0.881
91 + ],
92 + "ols_b": 1.1676,
93 + "ols_se_hc3": 0.7101
94 + },
95 + "eff_cat_M ~ log_business_locations": {
96 + "n": 17,
97 + "rho": 0.515,
98 + "ci": [
99 + -0.082,
100 + 0.886
101 + ],
102 + "ols_b": 1.1927,
103 + "ols_se_hc3": 0.7095
104 + },
105 + "eff_cat_M ~ disposable_income": {
106 + "n": 17,
107 + "rho": 0.502,
108 + "ci": [
109 + -0.021,
110 + 0.832
111 + ],
112 + "ols_b": 0.0004,
113 + "ols_se_hc3": 0.0003
114 + },
115 + "eff_cat_M ~ log_density": {
116 + "n": 17,
117 + "rho": 0.228,
118 + "ci": [
119 + -0.418,
120 + 0.723
121 + ],
122 + "ols_b": 0.2817,
123 + "ols_se_hc3": 0.3619
124 + },
125 + "log_stores_per_100k ~ log_population": {
126 + "n": 17,
127 + "rho": -0.194,
128 + "ci": [
129 + -0.608,
130 + 0.304
131 + ],
132 + "ols_b": null,
133 + "ols_se_hc3": null
134 + },
135 + "log_stores_per_100k ~ log_density": {
136 + "n": 17,
137 + "rho": -0.218,
138 + "ci": [
139 + -0.715,
140 + 0.364
141 + ],
142 + "ols_b": null,
143 + "ols_se_hc3": null
144 + },
145 + "log_stores_per_100k ~ disposable_income": {
146 + "n": 17,
147 + "rho": -0.02,
148 + "ci": [
149 + -0.489,
150 + 0.455
151 + ],
152 + "ols_b": null,
153 + "ols_se_hc3": null
154 + }
155 + },
156 + "covariate_sources": {
157 + "log_population": "ISQ population estimate, 1 July 2025 (provisional)",
158 + "log_business_locations": "ISQ business locations with employees, Dec 2025",
159 + "disposable_income": "ISQ disposable income per capita, 2024p",
160 + "log_density": "Census 2021 population density (2021 ER boundaries)"
161 + },
162 + "note": "17 regions at most (Nord-du-Québec has no located store); rarefied diversity needs >= 15 stores. Associations only; CIs from 5 000 region-level bootstrap draws; OLS slope with HC3 SE.",
163 + "H7_V3": {
164 + "n": 17,
165 + "R2_eci_on_covariates": 0.25,
166 + "loo_pred_spearman": 0.0,
167 + "criterion_rho_ge_0.5": false,
168 + "partial_corr_eci_diversity_given_covariates": 0.235
169 + }
170 +}
\ No newline at end of file
added experiments_model/h3_longtail.json +222 −0
@@ -0,0 +1,222 @@
1 +{
2 + "stores": 1557,
3 + "listings": 370054,
4 + "gini": 0.8491,
5 + "gini_ci": [
6 + 0.8109,
7 + 0.8782
8 + ],
9 + "top1pct_share": 0.4434,
10 + "top1_ci": [
11 + 0.3276,
12 + 0.5263
13 + ],
14 + "top10pct_share": 0.7889,
15 + "top10_ci": [
16 + 0.7295,
17 + 0.8357
18 + ],
19 + "median_catalogue": 35.0,
20 + "p90": 311.8000000000002,
21 + "p99": 3359.32,
22 + "max": 24104,
23 + "rank_size_slope_loglog": -1.647,
24 + "powerlaw": {
25 + "xmin": 165,
26 + "alpha": 1.929174500673675,
27 + "ks": 0.027806349691342103,
28 + "n_tail": 288,
29 + "ll_pl": -2088.7485743757525
30 + },
31 + "lognormal_vs_powerlaw": {
32 + "vuong_R": 60.646021642964115,
33 + "vuong_z": 4.991632500389355,
34 + "vuong_p": 5.987108926408524e-07,
35 + "favoured": "power-law",
36 + "lognormal_mu": 6.179139125490812,
37 + "lognormal_sigma": 1.0239165255662563
38 + },
39 + "decision_prereg": true,
40 + "within_region": {
41 + "Abitibi-Témiscamingue": {
42 + "stores": 21,
43 + "listings": 5206,
44 + "gini": 0.806,
45 + "gini_ci": [
46 + 0.587,
47 + 0.85
48 + ],
49 + "top10pct_share": 0.795,
50 + "median": 36.0
51 + },
52 + "Bas-Saint-Laurent": {
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54 + "listings": 5750,
55 + "gini": 0.806,
56 + "gini_ci": [
57 + 0.447,
58 + 0.854
59 + ],
60 + "top10pct_share": 0.776,
61 + "median": 34.0
62 + },
63 + "Capitale-Nationale": {
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65 + "listings": 35555,
66 + "gini": 0.891,
67 + "gini_ci": [
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69 + 0.929
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71 + "top10pct_share": 0.866,
72 + "median": 26.5
73 + },
74 + "Centre-du-Québec": {
75 + "stores": 61,
76 + "listings": 9356,
77 + "gini": 0.885,
78 + "gini_ci": [
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80 + 0.921
81 + ],
82 + "top10pct_share": 0.861,
83 + "median": 19.0
84 + },
85 + "Chaudière-Appalaches": {
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87 + "listings": 11398,
88 + "gini": 0.815,
89 + "gini_ci": [
90 + 0.661,
91 + 0.857
92 + ],
93 + "top10pct_share": 0.776,
94 + "median": 22.0
95 + },
96 + "Côte-Nord": {
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98 + "listings": 587,
99 + "gini": 0.517,
100 + "gini_ci": [
101 + 0.318,
102 + 0.565
103 + ],
104 + "top10pct_share": 0.455,
105 + "median": 17.5
106 + },
107 + "Estrie": {
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109 + "listings": 16201,
110 + "gini": 0.823,
111 + "gini_ci": [
112 + 0.68,
113 + 0.882
114 + ],
115 + "top10pct_share": 0.756,
116 + "median": 20.0
117 + },
118 + "Gaspésie–Îles-de-la-Madeleine": {
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120 + "listings": 7514,
121 + "gini": 0.891,
122 + "gini_ci": [
123 + 0.472,
124 + 0.912
125 + ],
126 + "top10pct_share": 0.876,
127 + "median": 28.0
128 + },
129 + "Lanaudière": {
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131 + "listings": 8828,
132 + "gini": 0.765,
133 + "gini_ci": [
134 + 0.645,
135 + 0.809
136 + ],
137 + "top10pct_share": 0.679,
138 + "median": 34.0
139 + },
140 + "Laurentides": {
141 + "stores": 99,
142 + "listings": 20004,
143 + "gini": 0.81,
144 + "gini_ci": [
145 + 0.652,
146 + 0.871
147 + ],
148 + "top10pct_share": 0.725,
149 + "median": 35.0
150 + },
151 + "Laval": {
152 + "stores": 25,
153 + "listings": 6528,
154 + "gini": 0.83,
155 + "gini_ci": [
156 + 0.492,
157 + 0.868
158 + ],
159 + "top10pct_share": 0.809,
160 + "median": 33.0
161 + },
162 + "Mauricie": {
163 + "stores": 31,
164 + "listings": 2521,
165 + "gini": 0.73,
166 + "gini_ci": [
167 + 0.495,
168 + 0.792
169 + ],
170 + "top10pct_share": 0.701,
171 + "median": 27.0
172 + },
173 + "Montréal": {
174 + "stores": 237,
175 + "listings": 61419,
176 + "gini": 0.782,
177 + "gini_ci": [
178 + 0.675,
179 + 0.843
180 + ],
181 + "top10pct_share": 0.689,
182 + "median": 65.0
183 + },
184 + "Montérégie": {
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186 + "listings": 57945,
187 + "gini": 0.89,
188 + "gini_ci": [
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190 + 0.925
191 + ],
192 + "top10pct_share": 0.854,
193 + "median": 32.0
194 + },
195 + "Nord-du-Québec": {
196 + "stores": 3,
197 + "gini": null
198 + },
199 + "Outaouais": {
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201 + "listings": 33429,
202 + "gini": 0.922,
203 + "gini_ci": [
204 + 0.632,
205 + 0.937
206 + ],
207 + "top10pct_share": 0.946,
208 + "median": 26.5
209 + },
210 + "Saguenay–Lac-Saint-Jean": {
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212 + "listings": 15845,
213 + "gini": 0.803,
214 + "gini_ci": [
215 + 0.618,
216 + 0.846
217 + ],
218 + "top10pct_share": 0.736,
219 + "median": 34.0
220 + }
221 + }
222 +}
\ No newline at end of file
added experiments_model/h4_dynamics.json +40 −0
@@ -0,0 +1,40 @@
1 +{
2 + "status": "exploratory",
3 + "baseline_window": [
4 + "2026-08-31",
5 + "2026-09-27"
6 + ],
7 + "outcome_window": [
8 + "2026-09-28",
9 + "2026-11-01"
10 + ],
11 + "stores": 1540,
12 + "store_category_cells_absent_at_baseline": 22920,
13 + "entries": 104,
14 + "entering_stores": 82,
15 + "lpm_density_coef": 0.065,
16 + "se_cluster_store": 0.0186,
17 + "t": 3.501,
18 + "placebo_coef_mean": -0.0016,
19 + "placebo_p95": 0.0417,
20 + "placebo_p": 0.009950248756218905,
21 + "density_mean_entry": 0.3304,
22 + "density_mean_no_entry": 0.2534,
23 + "region_level_entries": [
24 + [
25 + "Nord-du-Québec",
26 + "art"
27 + ],
28 + [
29 + "Nord-du-Québec",
30 + "cafe_the"
31 + ],
32 + [
33 + "Nord-du-Québec",
34 + "enfants"
35 + ]
36 + ],
37 + "region_level_exits": [],
38 + "n_region_entries": 3,
39 + "share_entering_stores_with_added_burst": 0.12195121951219512
40 +}
\ No newline at end of file
added experiments_model/h5_hedonic.json +250 −0
@@ -0,0 +1,250 @@
1 +{
2 + "models": [
3 + {
4 + "label": "primary_AB",
5 + "obs": 2203,
6 + "groups": 1064,
7 + "stores": 143,
8 + "regions": 15,
9 + "base_region": "Montréal",
10 + "regions_with_ge5_stores": 9,
11 + "stores_by_region": {
12 + "Abitibi-Témiscamingue": 1,
13 + "Capitale-Nationale": 24,
14 + "Centre-du-Québec": 3,
15 + "Chaudière-Appalaches": 12,
16 + "Côte-Nord": 1,
17 + "Estrie": 15,
18 + "Gaspésie–Îles-de-la-Madeleine": 3,
19 + "Lanaudière": 8,
20 + "Laurentides": 10,
21 + "Laval": 3,
22 + "Mauricie": 3,
23 + "Montréal": 29,
24 + "Montérégie": 17,
25 + "Outaouais": 5,
26 + "Saguenay–Lac-Saint-Jean": 9
27 + },
28 + "coef": {
29 + "r::Abitibi-Témiscamingue": {
30 + "b": 0.0492,
31 + "se_cluster": 0.0322
32 + },
33 + "r::Capitale-Nationale": {
34 + "b": 0.016,
35 + "se_cluster": 0.0177
36 + },
37 + "r::Centre-du-Québec": {
38 + "b": 0.0357,
39 + "se_cluster": 0.0307
40 + },
41 + "r::Chaudière-Appalaches": {
42 + "b": 0.0243,
43 + "se_cluster": 0.0213
44 + },
45 + "r::Côte-Nord": {
46 + "b": -0.0565,
47 + "se_cluster": 0.0343
48 + },
49 + "r::Estrie": {
50 + "b": -0.0116,
51 + "se_cluster": 0.023
52 + },
53 + "r::Gaspésie–Îles-de-la-Madeleine": {
54 + "b": -0.0002,
55 + "se_cluster": 0.1
56 + },
57 + "r::Lanaudière": {
58 + "b": 0.0077,
59 + "se_cluster": 0.0137
60 + },
61 + "r::Laurentides": {
62 + "b": -0.0756,
63 + "se_cluster": 0.0613
64 + },
65 + "r::Laval": {
66 + "b": 0.0176,
67 + "se_cluster": 0.0407
68 + },
69 + "r::Mauricie": {
70 + "b": -0.0048,
71 + "se_cluster": 0.0202
72 + },
73 + "r::Montérégie": {
74 + "b": 0.011,
75 + "se_cluster": 0.0093
76 + },
77 + "r::Outaouais": {
78 + "b": 0.2244,
79 + "se_cluster": 0.0277
80 + },
81 + "r::Saguenay–Lac-Saint-Jean": {
82 + "b": 0.0528,
83 + "se_cluster": 0.0247
84 + },
85 + "p::generic": {
86 + "b": -0.0109,
87 + "se_cluster": 0.0195
88 + },
89 + "p::wix": {
90 + "b": 0.0683,
91 + "se_cluster": 0.0468
92 + },
93 + "p::woocommerce": {
94 + "b": 0.0632,
95 + "se_cluster": 0.0159
96 + },
97 + "log_n": {
98 + "b": 0.0015,
99 + "se_cluster": 0.008
100 + },
101 + "reseller": {
102 + "b": -0.116,
103 + "se_cluster": 0.0265
104 + },
105 + "certified": {
106 + "b": -0.0727,
107 + "se_cluster": 0.0227
108 + }
109 + },
110 + "wald_region": 164.385,
111 + "df_region": 14,
112 + "p_region_wildboot": 0.0045,
113 + "t_reseller": -4.371,
114 + "p_reseller_wildboot": 0.0012,
115 + "within_R2": 0.1663,
116 + "gap_median": 0.0474,
117 + "gap_p90": 0.2879,
118 + "share_gap_gt5pct": 0.4934,
119 + "share_gap_zero": 0.2904,
120 + "B": 9999
121 + },
122 + {
123 + "label": "sens_ABC",
124 + "obs": 2512,
125 + "groups": 1189,
126 + "stores": 156,
127 + "regions": 15,
128 + "base_region": "Montréal",
129 + "regions_with_ge5_stores": 9,
130 + "stores_by_region": {
131 + "Abitibi-Témiscamingue": 1,
132 + "Capitale-Nationale": 25,
133 + "Centre-du-Québec": 3,
134 + "Chaudière-Appalaches": 12,
135 + "Côte-Nord": 1,
136 + "Estrie": 16,
137 + "Gaspésie–Îles-de-la-Madeleine": 3,
138 + "Lanaudière": 10,
139 + "Laurentides": 10,
140 + "Laval": 3,
141 + "Mauricie": 4,
142 + "Montréal": 33,
143 + "Montérégie": 19,
144 + "Outaouais": 6,
145 + "Saguenay–Lac-Saint-Jean": 10
146 + },
147 + "coef": {
148 + "r::Abitibi-Témiscamingue": {
149 + "b": 0.0156,
150 + "se_cluster": 0.0173
151 + },
152 + "r::Capitale-Nationale": {
153 + "b": 0.0054,
154 + "se_cluster": 0.016
155 + },
156 + "r::Centre-du-Québec": {
157 + "b": -0.0251,
158 + "se_cluster": 0.0315
159 + },
160 + "r::Chaudière-Appalaches": {
161 + "b": 0.0173,
162 + "se_cluster": 0.0183
163 + },
164 + "r::Côte-Nord": {
165 + "b": -0.0012,
166 + "se_cluster": 0.0298
167 + },
168 + "r::Estrie": {
169 + "b": -0.001,
170 + "se_cluster": 0.0208
171 + },
172 + "r::Gaspésie–Îles-de-la-Madeleine": {
173 + "b": 0.0267,
174 + "se_cluster": 0.0936
175 + },
176 + "r::Lanaudière": {
177 + "b": -0.0343,
178 + "se_cluster": 0.0223
179 + },
180 + "r::Laurentides": {
181 + "b": -0.0843,
182 + "se_cluster": 0.0575
183 + },
184 + "r::Laval": {
185 + "b": 0.0013,
186 + "se_cluster": 0.0296
187 + },
188 + "r::Mauricie": {
189 + "b": -0.0309,
190 + "se_cluster": 0.0229
191 + },
192 + "r::Montérégie": {
193 + "b": 0.0073,
194 + "se_cluster": 0.0093
195 + },
196 + "r::Outaouais": {
197 + "b": 0.1994,
198 + "se_cluster": 0.0295
199 + },
200 + "r::Saguenay–Lac-Saint-Jean": {
201 + "b": 0.0621,
202 + "se_cluster": 0.026
203 + },
204 + "p::generic": {
205 + "b": -0.0145,
206 + "se_cluster": 0.0201
207 + },
208 + "p::wix": {
209 + "b": 0.0766,
210 + "se_cluster": 0.035
211 + },
212 + "p::woocommerce": {
213 + "b": 0.0959,
214 + "se_cluster": 0.0178
215 + },
216 + "log_n": {
217 + "b": 0.0093,
218 + "se_cluster": 0.0069
219 + },
220 + "reseller": {
221 + "b": -0.1008,
222 + "se_cluster": 0.0249
223 + },
224 + "certified": {
225 + "b": -0.0283,
226 + "se_cluster": 0.0179
227 + }
228 + },
229 + "wald_region": 83.278,
230 + "df_region": 14,
231 + "p_region_wildboot": 0.0162,
232 + "t_reseller": -4.05,
233 + "p_reseller_wildboot": 0.0029,
234 + "within_R2": 0.1389,
235 + "gap_median": 0.0515,
236 + "gap_p90": 0.3326,
237 + "share_gap_gt5pct": 0.5046,
238 + "share_gap_zero": 0.286,
239 + "B": 9999
240 + }
241 + ],
242 + "certification_contrast": {
243 + "note": "descriptive store-certification contrast (Aliments du Québec / Les Produits du Québec), category FE, store-clustered SE — NOT a test of H6",
244 + "obs": 288663,
245 + "stores": 1264,
246 + "certified_stores": 491,
247 + "b_log_price": -0.2038,
248 + "se": 0.1375
249 + }
250 +}
\ No newline at end of file
added experiments_model/h7_complexity.json +207 −0
@@ -0,0 +1,207 @@
1 +{
2 + "regions": 17,
3 + "categories": 20,
4 + "M_density": 0.397,
5 + "diversity": {
6 + "Abitibi-Témiscamingue": 9,
7 + "Bas-Saint-Laurent": 8,
8 + "Capitale-Nationale": 7,
9 + "Centre-du-Québec": 12,
10 + "Chaudière-Appalaches": 8,
11 + "Côte-Nord": 5,
12 + "Estrie": 8,
13 + "Gaspésie–Îles-de-la-Madeleine": 5,
14 + "Lanaudière": 10,
15 + "Laurentides": 11,
16 + "Laval": 7,
17 + "Mauricie": 9,
18 + "Montréal": 9,
19 + "Montérégie": 8,
20 + "Nord-du-Québec": 5,
21 + "Outaouais": 6,
22 + "Saguenay–Lac-Saint-Jean": 8
23 + },
24 + "eci": {
25 + "Abitibi-Témiscamingue": -0.172,
26 + "Bas-Saint-Laurent": 1.145,
27 + "Capitale-Nationale": 0.594,
28 + "Centre-du-Québec": 0.897,
29 + "Chaudière-Appalaches": 1.635,
30 + "Côte-Nord": -1.767,
31 + "Estrie": 0.086,
32 + "Gaspésie–Îles-de-la-Madeleine": -1.248,
33 + "Lanaudière": -0.876,
34 + "Laurentides": 0.697,
35 + "Laval": 0.022,
36 + "Mauricie": 1.031,
37 + "Montréal": -1.195,
38 + "Montérégie": 0.859,
39 + "Nord-du-Québec": -1.388,
40 + "Outaouais": 0.424,
41 + "Saguenay–Lac-Saint-Jean": -0.743
42 + },
43 + "fitness": {
44 + "Abitibi-Témiscamingue": 1.069,
45 + "Bas-Saint-Laurent": 1.153,
46 + "Capitale-Nationale": 0.992,
47 + "Centre-du-Québec": 1.701,
48 + "Chaudière-Appalaches": 1.256,
49 + "Côte-Nord": 0.506,
50 + "Estrie": 0.959,
51 + "Gaspésie–Îles-de-la-Madeleine": 0.5,
52 + "Lanaudière": 1.091,
53 + "Laurentides": 1.562,
54 + "Laval": 0.817,
55 + "Mauricie": 1.098,
56 + "Montréal": 1.089,
57 + "Montérégie": 1.086,
58 + "Nord-du-Québec": 0.574,
59 + "Outaouais": 0.672,
60 + "Saguenay–Lac-Saint-Jean": 0.874
61 + },
62 + "V1_bootstrap_rank_stability": {
63 + "eci_rho_median": 0.667,
64 + "eci_rho_p10": -0.336,
65 + "fitness_rho_median": 0.554,
66 + "diversity_rho_median": 0.609,
67 + "pass_eci": false
68 + },
69 + "V2_reshuffle_null": {
70 + "obs_lambda2": 0.4074,
71 + "null_lambda2_p95": 0.2977,
72 + "p_lambda2": 0.0004997501249375312,
73 + "obs_spectral_radius": 7.7255,
74 + "null_spectral_radius_p95": 8.7944,
75 + "p_spectral_radius": 0.9685157421289355,
76 + "obs_corr_eci_diversity": 0.428,
77 + "null_corr_eci_diversity_p5_p95": [
78 + -0.086,
79 + 0.573
80 + ],
81 + "pass": true
82 + },
83 + "V4_community_stability": {
84 + "nmi_median_vs_run0": 1.0,
85 + "nmi_p10": 1.0,
86 + "n_communities_mode": 2,
87 + "communities_run0": {
88 + "alcool": 1,
89 + "animaux": 0,
90 + "art": 0,
91 + "autre": 0,
92 + "bijoux": 0,
93 + "boissons": 1,
94 + "boulangerie": 1,
95 + "cafe_the": 1,
96 + "chocolat": 1,
97 + "enfants": 0,
98 + "epicerie": 1,
99 + "erable": 1,
100 + "fromage_laitier": 1,
101 + "industriel": 0,
102 + "jardin": 0,
103 + "maison": 0,
104 + "mode": 0,
105 + "plein_air": 0,
106 + "sante_beaute": 0,
107 + "viande_poisson": 1
108 + }
109 + },
110 + "mst_edges": [
111 + [
112 + "alcool",
113 + "epicerie",
114 + 0.708
115 + ],
116 + [
117 + "animaux",
118 + "maison",
119 + 0.752
120 + ],
121 + [
122 + "art",
123 + "enfants",
124 + 0.756
125 + ],
126 + [
127 + "autre",
128 + "maison",
129 + 0.703
130 + ],
131 + [
132 + "bijoux",
133 + "maison",
134 + 0.734
135 + ],
136 + [
137 + "boissons",
138 + "epicerie",
139 + 0.814
140 + ],
141 + [
142 + "boulangerie",
143 + "epicerie",
144 + 0.911
145 + ],
146 + [
147 + "cafe_the",
148 + "epicerie",
149 + 0.786
150 + ],
151 + [
152 + "cafe_the",
153 + "maison",
154 + 0.704
155 + ],
156 + [
157 + "chocolat",
158 + "epicerie",
159 + 0.859
160 + ],
161 + [
162 + "enfants",
163 + "maison",
164 + 0.768
165 + ],
166 + [
167 + "enfants",
168 + "mode",
169 + 0.717
170 + ],
171 + [
172 + "epicerie",
173 + "fromage_laitier",
174 + 0.935
175 + ],
176 + [
177 + "epicerie",
178 + "viande_poisson",
179 + 0.901
180 + ],
181 + [
182 + "epicerie",
183 + "erable",
184 + 0.834
185 + ],
186 + [
187 + "epicerie",
188 + "jardin",
189 + 0.734
190 + ],
191 + [
192 + "industriel",
193 + "maison",
194 + 0.788
195 + ],
196 + [
197 + "maison",
198 + "plein_air",
199 + 0.783
200 + ],
201 + [
202 + "maison",
203 + "sante_beaute",
204 + 0.711
205 + ]
206 + ]
207 +}
\ No newline at end of file
added experiments_model/hypothesis_registry_model.json +93 −0
@@ -0,0 +1,93 @@
1 +{
2 + "labelling": "model",
3 + "holm_family": [
4 + "H1",
5 + "H2",
6 + "H3",
7 + "H5-T1",
8 + "H5-T2"
9 + ],
10 + "registry": [
11 + {
12 + "id": "H1",
13 + "statement": "Online assortment composition differs across regions beyond what merchant counts imply",
14 + "primary_statistic": "Cramér's V (M) = 0.111, store-reshuffle p = 0.0005; (T) V = 0.191, p = 0.445; (L) p = 0.212",
15 + "p_raw": 0.4452773613193403,
16 + "p_holm": 0.8905547226386806,
17 + "status": "partially supported",
18 + "note": "Preregistered criterion required p < 0.05 under both merchant-equal and trimmed-listing weights; met for merchant-equal only. Specialization is a property of the merchant population, not of listing volumes."
19 + },
20 + {
21 + "id": "H2",
22 + "statement": "Regional diversity is associated with regional scale",
23 + "primary_statistic": "Spearman rho(rarefied entropy, log population) = 0.00, 95% CI [-0.63; 0.60], n = 16",
24 + "p_raw": 1.0,
25 + "p_holm": 1.0,
26 + "status": "inconclusive",
27 + "note": "CI includes zero and economically meaningful values in both directions; n = 16 regions. No association with business counts or density either (see table)."
28 + },
29 + {
30 + "id": "H3",
31 + "statement": "Merchant catalogue sizes are highly skewed",
32 + "primary_statistic": "Gini = 0.849 [0.811; 0.878]; top-10% share = 0.789 [0.730; 0.836]",
33 + "p_raw": null,
34 + "p_holm": null,
35 + "status": "supported",
36 + "note": "Both preregistered thresholds (Gini >= 0.70, top-10% >= 0.50) exceeded with CIs entirely above them; power-law tail favoured over log-normal on the tail."
37 + },
38 + {
39 + "id": "H4",
40 + "statement": "Related diversification (exploratory)",
41 + "primary_statistic": "LPM density coefficient 0.065 (SE 0.019), placebo p = 0.010; 104 entries; 3 region-level entries",
42 + "p_raw": null,
43 + "p_holm": null,
44 + "status": "exploratory: consistent with relatedness at the store level; region level untestable",
45 + "note": "Fewer than 10 region-level entries (preregistered untestability rule); store-level association over 5 weeks, no causal claim."
46 + },
47 + {
48 + "id": "H5-T1",
49 + "statement": "Matched-product prices are geographically structured",
50 + "primary_statistic": "Wald(14) = 164.4, wild-cluster-bootstrap p = 0.0045; 1064 groups, 143 stores, 9 regions with >= 5 stores",
51 + "p_raw": 0.0045,
52 + "p_holm": 0.013499999999999998,
53 + "status": "supported",
54 + "note": "Region effects identified only through groups spanning regions; posted prices, no shipping/taxes."
55 + },
56 + {
57 + "id": "H5-T2",
58 + "statement": "Matched-product prices are competitively structured (reseller vs producer)",
59 + "primary_statistic": "reseller coefficient -0.116 (SE 0.026), wild-bootstrap p = 0.0012",
60 + "p_raw": 0.0012,
61 + "p_holm": 0.0048,
62 + "status": "supported",
63 + "note": "Resellers/collectives post lower prices than producers for the same product."
64 + },
65 + {
66 + "id": "H6",
67 + "statement": "Local-origin price premium",
68 + "primary_statistic": "not estimated",
69 + "p_raw": null,
70 + "p_holm": null,
71 + "status": "untestable (declared ex ante)",
72 + "note": "No product-level provenance; a store-certification contrast is reported descriptively and is not H6."
73 + },
74 + {
75 + "id": "H7",
76 + "statement": "Validated digital-assortment complexity indicator",
77 + "primary_statistic": "ECI bootstrap rank stability median rho = 0.67 (criterion 0.8); lambda2 null p = 0.00; LOO predictive rho = 0.00",
78 + "p_raw": null,
79 + "p_holm": null,
80 + "status": "not validated: ECI unstable at 17 x 20; omitted from QDACI",
81 + "note": "Fitness and plain diversity are more stable but still below the criterion; the region-category matrix is not more nested than the store-reshuffle null."
82 + },
83 + {
84 + "id": "QDACI",
85 + "statement": "Composite index",
86 + "primary_statistic": "median agreement across weightings rho = 0.25 (rule 0.7); bootstrap rank stability 0.47",
87 + "p_raw": null,
88 + "p_holm": null,
89 + "status": "components published; composite withheld",
90 + "note": "Components describe observed online catalogues of Quebec-based merchants, not production or output. Complexity omitted because the ECI failed the preregistered stability criterion."
91 + }
92 + ]
93 +}
\ No newline at end of file
added experiments_model/qdaci.json +26 −0
@@ -0,0 +1,26 @@
1 +{
2 + "components": [
3 + "diversity_rarefied",
4 + "specialization",
5 + "concentration_gini",
6 + "coverage_stores_per_100k"
7 + ],
8 + "price_dispersion_regions": 6,
9 + "complexity_included": false,
10 + "composite_agreement_spearman": {
11 + "equal_vs_pca": 0.254,
12 + "equal_vs_borda": 1.0,
13 + "pca_vs_borda": 0.254,
14 + "median": 0.254
15 + },
16 + "pca_first_component_share": 0.451,
17 + "pca_loadings": {
18 + "diversity_rarefied": -0.562,
19 + "specialization": 0.622,
20 + "concentration_gini": 0.542,
21 + "coverage_stores_per_100k": -0.061
22 + },
23 + "bootstrap_rank_stability_equal_weights_median_rho": 0.47,
24 + "publish_composite": false,
25 + "note": "Components describe observed online catalogues of Quebec-based merchants, not production or output. Complexity omitted because the ECI failed the preregistered stability criterion."
26 +}
\ No newline at end of file
added experiments_model/robustness.json +214 −0
@@ -0,0 +1,214 @@
1 +{
2 + "baseline_S_R": {
3 + "h1_M": {
4 + "V": 0.1114,
5 + "null_mean": 0.0858,
6 + "p": 0.000999000999000999,
7 + "stores": 1331,
8 + "regions": 17
9 + },
10 + "h1_T": {
11 + "V": 0.1907,
12 + "null_mean": 0.189,
13 + "p": 0.4245754245754246,
14 + "stores": 1331,
15 + "regions": 17
16 + },
17 + "entropy_M": {
18 + "min": 0.661,
19 + "max": 0.914,
20 + "top": "Abitibi-Témiscamingue",
21 + "bottom": "Nord-du-Québec"
22 + },
23 + "gini_listings": 0.8586
24 + },
25 + "S_R0_dbfirst_regions": {
26 + "h1_M": {
27 + "V": 0.1214,
28 + "null_mean": 0.0897,
29 + "p": 0.000999000999000999,
30 + "stores": 1214,
31 + "regions": 16
32 + },
33 + "h1_T": {
34 + "V": 0.2188,
35 + "null_mean": 0.201,
36 + "p": 0.13086913086913088,
37 + "stores": 1214,
38 + "regions": 16
39 + },
40 + "entropy_M": {
41 + "min": 0.719,
42 + "max": 0.914,
43 + "top": "Abitibi-Témiscamingue",
44 + "bottom": "Côte-Nord"
45 + },
46 + "gini_listings": 0.839
47 + },
48 + "cert_assoc_sources_only": {
49 + "h1_M": {
50 + "V": 0.1172,
51 + "null_mean": 0.0948,
52 + "p": 0.000999000999000999,
53 + "stores": 1068,
54 + "regions": 17
55 + },
56 + "h1_T": {
57 + "V": 0.1831,
58 + "null_mean": 0.1913,
59 + "p": 0.6673326673326674,
60 + "stores": 1068,
61 + "regions": 17
62 + },
63 + "entropy_M": {
64 + "min": 0.496,
65 + "max": 0.878,
66 + "top": "Abitibi-Témiscamingue",
67 + "bottom": "Nord-du-Québec"
68 + },
69 + "gini_listings": 0.831
70 + },
71 + "excl_Montreal": {
72 + "h1_M": {
73 + "V": 0.1055,
74 + "null_mean": 0.094,
75 + "p": 0.008991008991008992,
76 + "stores": 1094,
77 + "regions": 16
78 + },
79 + "h1_T": {
80 + "V": 0.2141,
81 + "null_mean": 0.2204,
82 + "p": 0.6143856143856143,
83 + "stores": 1094,
84 + "regions": 16
85 + },
86 + "entropy_M": {
87 + "min": 0.661,
88 + "max": 0.914,
89 + "top": "Abitibi-Témiscamingue",
90 + "bottom": "Nord-du-Québec"
91 + },
92 + "gini_listings": 0.8723
93 + },
94 + "excl_top1pct_stores": {
95 + "h1_M": {
96 + "V": 0.1117,
97 + "null_mean": 0.0859,
98 + "p": 0.000999000999000999,
99 + "stores": 1318,
100 + "regions": 17
101 + },
102 + "h1_T": {
103 + "V": 0.1654,
104 + "null_mean": 0.1633,
105 + "p": 0.4095904095904096,
106 + "stores": 1318,
107 + "regions": 17
108 + },
109 + "entropy_M": {
110 + "min": 0.661,
111 + "max": 0.914,
112 + "top": "Abitibi-Témiscamingue",
113 + "bottom": "Nord-du-Québec"
114 + },
115 + "gini_listings": 0.7627
116 + },
117 + "macro8_categories": {
118 + "h1_M": {
119 + "V": 0.1118,
120 + "null_mean": 0.0812,
121 + "p": 0.000999000999000999,
122 + "stores": 1331,
123 + "regions": 17
124 + },
125 + "h1_T": {
126 + "V": 0.2302,
127 + "null_mean": 0.2027,
128 + "p": 0.06993006993006994,
129 + "stores": 1331,
130 + "regions": 17
131 + },
132 + "entropy_M": {
133 + "min": 0.454,
134 + "max": 0.861,
135 + "top": "Capitale-Nationale",
136 + "bottom": "Nord-du-Québec"
137 + },
138 + "gini_listings": 0.8586
139 + },
140 + "drop_autre": {
141 + "h1_M": {
142 + "V": 0.1094,
143 + "null_mean": 0.0843,
144 + "p": 0.000999000999000999,
145 + "stores": 1306,
146 + "regions": 17
147 + },
148 + "h1_T": {
149 + "V": 0.2067,
150 + "null_mean": 0.188,
151 + "p": 0.1068931068931069,
152 + "stores": 1306,
153 + "regions": 17
154 + },
155 + "entropy_M": {
156 + "min": 0.672,
157 + "max": 0.913,
158 + "top": "Abitibi-Témiscamingue",
159 + "bottom": "Nord-du-Québec"
160 + },
161 + "gini_listings": 0.8554
162 + },
163 + "excl_resellers_collectives": {
164 + "h1_M": {
165 + "V": 0.1114,
166 + "null_mean": 0.0864,
167 + "p": 0.000999000999000999,
168 + "stores": 1306,
169 + "regions": 17
170 + },
171 + "h1_T": {
172 + "V": 0.1607,
173 + "null_mean": 0.173,
174 + "p": 0.7622377622377622,
175 + "stores": 1306,
176 + "regions": 17
177 + },
178 + "entropy_M": {
179 + "min": 0.496,
180 + "max": 0.91,
181 + "top": "Abitibi-Témiscamingue",
182 + "bottom": "Nord-du-Québec"
183 + },
184 + "gini_listings": 0.8031
185 + },
186 + "excl_region_conflicts": {
187 + "h1_M": {
188 + "V": 0.1136,
189 + "null_mean": 0.0866,
190 + "p": 0.000999000999000999,
191 + "stores": 1301,
192 + "regions": 17
193 + },
194 + "h1_T": {
195 + "V": 0.2014,
196 + "null_mean": 0.1944,
197 + "p": 0.2917082917082917,
198 + "stores": 1301,
199 + "regions": 17
200 + },
201 + "entropy_M": {
202 + "min": 0.661,
203 + "max": 0.914,
204 + "top": "Abitibi-Témiscamingue",
205 + "bottom": "Nord-du-Québec"
206 + },
207 + "gini_listings": 0.8598
208 + },
209 + "confusion_reassignment_100draws": {
210 + "V_mean": 0.1008,
211 + "V_min": 0.0927,
212 + "share_p_lt_05": 0.82
213 + }
214 +}
\ No newline at end of file
modified paper/appendix/appendix.tex +2 −0
@@ -17,4 +17,6 @@ The full field-level dictionary of the cleaned tables (\texttt{listings\_clean},
17 17
18 18 \section{Preregistration, decision log and amendments}\label{app:prereg}
19 19 The frozen preregistration (\texttt{research/preregistration.md}), the decision log (\texttt{research/decisions.md}, D-001 to D-007) and the two amendments are reproduced in the repository. A-001 (region assignment) replaced ``platform label first'' by ``official geography first'' after a first attempt with the Statistics Canada 2021 economic-region layer produced spurious Estrie/Montérégie conflicts that predate the 2021 boundary change; the final rule uses the MRNF municipality table for urban forward sortation areas, then the platform label, then the FSA-centroid point-in-polygon. A-002 (category labels) introduced a supervised classifier after the audit measured the keyword rules at 46\% precision, with the primacy rule stated before any result was computed under the new labels.
20 +\section{Prospective collection plan}\label{app:plan}
21 +Three changes to the platform would turn the cross-section into a research panel without changing its public behaviour: (i) a \texttt{price\_log} table recording every observed price per listing and sync, with the regular price and the variant identifier, so that repricing, promotions and reference prices become observable; (ii) product-level provenance fields populated from the certification marks that already exist at the enterprise level (``Produit du Québec'', ``Fabriqué au Québec'', ``Conçu au Québec'', Aliments du Québec), attached to listings only when the merchant's catalogue carries the mark, which would make H6 testable on a subset; (iii) a civic-address geocoding step with retained precision flags, replacing FSA centroids. A repeated snapshot every quarter under the same cleaning rules would allow the related-diversification question (H4) to be asked at the region level, and a second aggregator or a probability sample of merchants from the ISQ business register would allow the coverage ratios of Section~\ref{sec:data_repr} to be turned into selection weights.
20 22 \end{appendices}
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1 +Sample flow from database rows to the assortment and price samples (see Table on sample flow). Source: Fabri-Ka research snapshot (2026-11-01), author's computations.
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1 +Category relatedness: maximum spanning tree (dark edges) and top-quintile proximity edges (light) of the Hidalgo-type proximity computed from co-occurrence of categories across 1557 stores; node colour = Louvain community (two communities, NMI = 1.0 across 200 seeds). Source: Fabri-Ka research snapshot (2026-11-01), author's computations.
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1 +Coverage of the regional sample: 1331 stores with a known region (left) and FSA-centroid locations of 1243 geocoded stores (right); the southern part of the province is shown. Official administrative-region boundaries. Source: Fabri-Ka research snapshot (2026-11-01), author's computations.
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1 +Regional assortment diversity: rarefied entropy (mean over 2 000 draws of 15 stores; bars = 2.5–97.5 percentiles of the draws) and merchant-equal entropy on all stores; 16 regions with ≥ 15 stores (Nord-du-Québec, 3 stores, omitted). Source: Fabri-Ka research snapshot (2026-11-01), author's computations.
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1 +Exploratory: entry of stores into categories absent in their baseline portfolio (ISO weeks 36–39) during weeks 40–44 binned by relatedness density; 104 entries among 22 920 absent cells 1540 stores. Source: Fabri-Ka research snapshot (2026-11-01) author's computations.
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1 +Region fixed effects from the matched-product hedonic regression (group FE, platform FE, log catalogue size, reseller and certification controls; SE clustered by store; number of stores per region in parentheses). Point estimates are identified only through groups spanning regions and should be read with the wild-cluster-bootstrap joint test in the text. Source: Fabri-Ka research snapshot (2026-11-01), author's computations.
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1 +Left: ECI against diversity across the 17 regions (binary matrix M = 1[RAA ≥ 1], merchant-equal weights). Right: rank stability of the three indicators under store bootstrap; the preregistered criterion (median ρ ≥ 0.8) is not met by the ECI. Source: Fabri-Ka research snapshot (2026-11-01), author's computations.
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1 +Left: distribution of within-group price gaps for 1064 matched product groups (tiers A+B, comparable variants, both stores with a known region, 143 stores). Right: cumulative distribution of absolute log price gaps for all candidate pairs by matching tier (tier D is never used for inference). Prices are posted prices at the snapshot. Source: Fabri-Ka research snapshot (2026-11-01), author's computations.
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1 +Revealed assortment advantage by region and category, merchant-equal weights, regional sample (1 214 stores, 216 861 listings). Dots mark cells whose store-bootstrap 95% interval excludes 1. Source: Fabri-Ka research snapshot (2026-11-01), author's computations.
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1 +Rank–size distribution of merchant catalogue sizes 1557 stores 370 054 listings. Gini 0.849 (95% CI 0.811–0.878); top 10% of stores hold 78.9% of listings. Source: Fabri-Ka research snapshot (2026-11-01) author's computations.
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1 +H1 across preregistered sample and category variants: observed Cramér's V against the mean of the store-reshuffle permutation null, merchant-equal and trimmed weighting. Source: Fabri-Ka research snapshot (2026-11-01), author's computations.
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modified paper/main.tex +5 −0
@@ -95,6 +95,11 @@
95 95 \newcommand{\WPsubtitle}{Evidence from 390{,}108 product listings of 1{,}569 Quebec online stores across 17 administrative regions (Fabri-Ka snapshot, 1 November 2026)}
96 96 \newcommand{\WPdate}{November 2026}
97 97 \newcommand{\WPversion}{1.0}
98 +% Primary labelling = classifier (A-002): tables_model/ and figures_model/; preregistered rule labelling in tables/ and figures/
99 +\newcommand{\TM}[1]{\input{tables_model/#1}}
100 +\newcommand{\TR}[1]{\input{tables/#1}}
101 +\newcommand{\FM}[1]{figures_model/#1}
102 +\newcommand{\FR}[1]{figures/#1}
98 103 \input{sections/abstract}
99 104 \newcommand{\WPkeywords}{economic geography; online retail; product assortment; revealed comparative advantage; diversity; economic complexity; price dispersion; web-scraped data; Quebec}
100 105 \newcommand{\WPjel}{R12, L81, O18, C81, D22, R32}
modified paper/sections/abstract.tex +3 −1
@@ -1 +1,3 @@
1 −\newcommand{\WPabstract}{Abstract to be written after the final run.}
1 +\newcommand{\WPabstract}{%
2 +Can product-level online catalogues reveal the spatial organisation, diversity and specialization of a regional retail economy beyond what business counts show? We study one read-only snapshot (1 November 2026) of Fabri-Ka, an aggregator of the public catalogues of 1{,}569 Quebec-based online stores (390{,}108 published listings, 17 administrative regions), with a preregistered design in which every regional statistic is confronted with a null that reallocates merchants rather than listings. After cleaning (370{,}054 listings, 1{,}557 stores) and recovering merchant locations from official geography, we find that regional specialization is a property of merchants, not of listing volumes: under merchant-equal weights the region--category dependence exceeds 2{,}000 merchant reshuffles (Cramér's $V$ 0.111 vs.\ 0.086, $p<0.001$) in every sample variant, whereas under listing weights it is indistinguishable from chance ($p=0.21$; $0.45$ after trimming the largest one per cent of stores), because catalogue sizes are extremely skewed (Gini 0.85; the top decile of stores holds 79\% of listings, with a power-law tail). Rarefied assortment diversity spans a narrow range (0.73--0.89) and shows no detectable association with population, business counts, income or density across sixteen regions. On 1{,}064 matched products sold by several merchants (matching precision 0.90--0.92), posted prices differ by a median of 4.7 log points; region effects are jointly significant under a wild cluster bootstrap ($p=0.005$), and resellers post prices 11.6 log points below producers' own shops ($p=0.001$). An ECI-type complexity indicator fails its preregistered bootstrap validation (median rank correlation 0.67 on a $17\times20$ matrix) and is withheld; the Quebec Digital Assortment and Complexity Index is published as separately validated components only. Measurement is central: the platform's keyword category labels reach 46\% precision against annotator consensus and are replaced, by a rule fixed in advance, with a classifier validated at 88\% on a held-out audit; a fifth of listings have no recoverable location; coverage per thousand business locations varies six-fold across regions because discovery runs through regional directories. A local-origin price premium is untestable in this source. All code, audits, decision log and amendments are released.%
3 +}
modified paper/sections/conclusion.tex +4 −2
@@ -1,2 +1,4 @@
1 −\section{conclusion}\label{sec:conclusion}
2 −TODO.
1 +\section{Conclusion}\label{sec:conclusion}
2 +Using a documented, read-only snapshot of an aggregator of Quebec online stores, we asked whether product-level catalogues reveal the spatial organisation of a province's online retail economy beyond what business counts show. The verdict on each preregistered hypothesis is as follows. \textbf{H1} (regional specialization) is \emph{partially supported}: the merchants located in a region publish systematically different categories from a random reallocation of merchants, under every sample and labelling variant, but listing-weighted composition is indistinguishable from chance once the largest catalogues are counted or trimmed. \textbf{H2} (diversity and scale) is \emph{inconclusive}: rarefied diversity spans a narrow range and shows no detectable association with population, business counts, income or density across sixteen regions. \textbf{H3} (concentration) is \emph{supported}: a Gini of 0.85 and a top decile holding 79\% of listings, with a power-law tail. \textbf{H4} (related diversification) is \emph{exploratory}: a positive store-level association between relatedness density and category entry over ten weeks, untestable at the region level. \textbf{H5} (price dispersion) is \emph{supported} on both tests: region effects on matched-product prices are jointly significant, and resellers post lower prices than producers for the same item. \textbf{H6} (local-origin premium) is \emph{untestable} in this source. \textbf{H7} (complexity indicator) is \emph{not validated}: the ECI-type ranking is unstable under resampling of merchants on a $17\times20$ matrix, and the Quebec Digital Assortment and Complexity Index is published as components without a composite.
3 +
4 +Two lessons travel beyond Quebec. First, catalogue data from independent merchants carry a regional signal, but it is a signal about who sells, not about how much is listed; any regional indicator built on listing counts without a merchant-preserving null will mistake the location of large catalogues for specialization. Second, the measurement defects of such sources --- category labels at 46\% precision, a fifth of listings without a location, six-fold variation in coverage --- are large but measurable, and measuring them changes conclusions: the audited classifier moved the leading specializations of several regions, and the coverage audit explains the apparent over-performance of the agri-food regions. The natural next steps are the ones the source cannot yet support: a price panel with store pinning, product-level provenance from certification marks, civic-address geocoding, and a probability sample of merchants against which the aggregator's coverage could be turned into weights.
modified paper/sections/data.tex +2 −2
@@ -8,12 +8,12 @@ The research copy is a read-only backup of the Fabri-Ka production database take
8 8 \subsection{Merchant geography}\label{sec:data_geo}
9 9 The platform assigns a region from the discovery source (regional directories), from region mentions on the site, or from a map of forward sortation areas (FSA, the first three characters of the postal code); coordinates are FSA centroids obtained from a public geocoder, never civic addresses. At the snapshot 346 of the 1{,}569 live stores had no region, including the four largest catalogues (a book retailer, a souvenir printer, a trailer-parts seller and a pet-supply retailer). We recovered regions from official geography: for urban FSAs the sector label is matched to the MRNF municipality table (393 stores, 95.9\% agreement with the point-in-polygon of the centroid where both exist), then the platform's own label is kept (865 stores), then the FSA centroid is located in the MRNF administrative-region polygons (82 stores). The order was amended after preregistration (A-001): a first attempt with the Statistics Canada 2021 economic-region layer produced 229 apparent conflicts between platform labels and polygons, of which 99 were a spelling artefact and most of the rest the Brome-Missisquoi/Haute-Yamaska transfer from Montérégie to Estrie that the 2021 layer predates; with the current MRNF layer the platform label and the centroid agree for 89.1\% of stores, and the remaining disagreements (30 after the final rule) are rural FSAs whose centroids fall near a border, which is why the platform label is preferred to the centroid. After recovery, 229 stores (71{,}692 listings, 19\% of the assortment sample) remain without a location; they come mainly from gift directories and search sweeps, are reported as a separate ``Inconnue'' row in descriptive tables, and are excluded from all regional inference. One further caveat: the telephone field of 250 stores is the switchboard of the certification directory that listed them (212 carry the number of Les Produits du Québec); telephones are therefore never used for geography. Table~\ref{tab:region_summary} summarises the regional sample.
10 10
11 −\input{tables/region_summary}
11 +\TM{region_summary}
12 12
13 13 \subsection{Category labels: audit and classifier (Amendment A-002)}\label{sec:data_categories}
14 14 The platform assigns one of twenty categories by keyword rules on the merchant's product type, tags, title and option names. We audited these labels on a stratified random sample of 500 listings (25 per category) annotated independently by two large language models (claude-opus-5-5 and gpt-5.5) given the platform's own taxonomy definitions; the two annotators agree with each other on 94.8\% of listings but with the rule label on only 45.2\% and 44.6\% respectively, so the precision of the rule label against annotator consensus is 0.46 (Table~\ref{tab:cat_audit}). Errors are structured: the ``other'' bin is almost entirely resolvable into industrial, art or home goods; ``art'' absorbs industrial and craft supplies; beverages, alcohol, pets and outdoor goods are frequently mislabelled fashion or art when a merchant's tags are generic. Jewellery, garden and fashion are the most reliable rule labels.
15 15
16 −%%CLASSIFIER%%
16 +Because a 46\% label precision would make every category-based statistic largely noise, Amendment A-002 introduced a supervised classifier whose primacy rule was fixed before any result was computed under it: it replaces the rule labels as the primary labelling only if its accuracy on the held-out audit exceeds the rule labelling by at least twenty points. The classifier is a multinomial logistic regression on a 512-dimension text embedding of the listing (title, merchant product type, merchant category path, brand and tags; OpenAI \texttt{text-embedding-3-small}) plus the one-hot rule label, trained on 6{,}481 listings sampled in proportion to category size (floor 150) and labelled by a third model (claude-sonnet-5-5), which agrees with the rule labels on 43.8\% of its sample --- the same order as the two audit annotators. Five-fold cross-validation against these single-annotator training labels gives 0.69; on the independent audit consensus (474 listings never used in training) the classifier reaches 0.88 (0.91 when the stratified audit is reweighted to the assortment's category shares) against 0.46 for the rule labels, so the model labelling is primary and every category-based result is also reported under the preregistered rule labelling. Per-category precision on the audit is at least 0.80 for all categories but maple, fine grocery and meat (0.70--0.74); the residual ``other'' bin disappears (0.0\%) and the largest shifts are from ``other'' and ``fine grocery'' into industrial, art and fashion goods. The classifier relabels 52.3\% of listings; its median confidence is 0.88 and its tenth percentile 0.44, and low-confidence listings are concentrated in the food categories whose boundaries (grocery versus chocolate, bakery, beverages) are genuinely ambiguous.
17 17
18 18 \subsection{Cross-merchant matching: candidates and validation}\label{sec:data_matching}
19 19 Tier-A (shared SKU) and tier-B (same brand, identical title) candidates number 1{,}837 and 457 pairs in different stores, of which 1{,}683 and 381 have a comparable variant structure; fuzzy tier C adds 446 (324 comparable) and identical-title-only tier D 2{,}713. On a validation sample of 60 pairs per tier, two independent annotators agree on 87.5\% of pairs; among consensus pairs the share judged the same product is 0.92 for tier A, 0.90 for tier B, 0.77 for tier C and 0.17 for tier D (Table~\ref{tab:match_val}); restricted to comparable-variant pairs, tiers A and B reach 0.90 and 0.96. These are the precision figures we carry into the hedonic analysis; the tier-D figure confirms that identical titles across artisanal shops (``savon à la lavande'') are not the same product.
modified paper/sections/discussion.tex +10 −2
@@ -1,2 +1,10 @@
1 −\section{discussion}\label{sec:discussion}
2 −TODO.
1 +\section{Economic interpretation, policy relevance and limitations}\label{sec:discussion}
2 +
3 +\subsection{What the online catalogue of a region is}
4 +The results are consistent with a simple reading. Quebec's online retail supply, as seen through an aggregator of independent merchants, is overwhelmingly a population of small catalogues (median 35 listings) dominated in volume by a handful of very large ones. Regional specialization exists at the level of \emph{who} sells online --- maple, cheese and cider producers in some regions, fashion and jewellery designers in Montréal, garden and seed merchants in others --- but once listing volumes are counted, a region's assortment is largely the catalogue of whichever large merchants happen to be located there, and a random relocation of merchants would produce as much apparent specialization. This distinction between merchant-level and listing-level specialization is the paper's main descriptive finding and a caution for any use of catalogue counts as regional indicators. Diversity, measured on an equal footing of fifteen merchants, is narrow in range (0.74--0.85 on a 0--1 scale) and unrelated to regional scale in our data; the hierarchy of city size that structures employment \citep{polese2006,shearmur2007} and business-type diversity \citep{youn2016,hong2020} does not reproduce in the breadth of online assortments of located merchants, although a sample of sixteen regions can only detect large associations. Posted prices of the same product differ across merchants by a median of about five log points, half of the matched groups differ by more than five per cent, and the dispersion is structured both by geography and by channel: resellers and collective storefronts post lower prices than the producers' own shops for the same item, which is the opposite of a retail margin and is consistent with producers using their own shop as a list-price channel while discounting through distributors. Neither mechanism can be identified here.
5 +
6 +\subsection{Policy relevance}
7 +Three uses follow, each within the limits of the data. First, for ``buy local'' and regional branding policies, the certification registries and regional agri-food brands that feed the aggregator are themselves the main determinant of which merchants are visible online; a region's online presence is partly a function of its directories. Second, the ECI-type complexity indicators that are increasingly used in regional policy \citep{balland2019} do not survive bootstrap validation on a 17$\times$20 matrix of online categories: a policy indicator built this way would reshuffle regional rankings from one resample of merchants to the next, and we therefore withhold both the complexity component and a composite score. Third, the within-product price dispersion across merchants is large enough to matter for consumers comparing local producers with distributors, and the collection plan in Appendix~\ref{app:prereg} describes how a repeated snapshot with store pinning would turn the cross-section into a price panel.
8 +
9 +\subsection{Limitations}
10 +The limitations ledger in the repository lists fifteen items; the five that bound every conclusion are the following. (i) Listings are posted offers of located merchants: nothing here measures production, sales, employment or product origin. (ii) The discovery process is non-probability and region-correlated: coverage per thousand business locations varies six-fold, and 19\% of the assortment sample has no recoverable location. (iii) Category labels are measured with error: the platform's keyword rules reach 46\% precision, the classifier we substitute is validated on an independent audit but trained on model annotations, and all category results are reported under both labellings. (iv) With sixteen or seventeen regions the scale association and the complexity validation have little power, and the region effects in the price regression are identified only through products sold in several regions. (v) The snapshot is a single cross-section without price history; dynamics are confined to ten weeks of listing entry and are exploratory.
modified paper/sections/introduction.tex +9 −2
@@ -1,2 +1,9 @@
1 −\section{introduction}\label{sec:introduction}
2 −TODO.
1 +\section{Introduction}\label{sec:intro}
2 +
3 +Regional economies are usually measured through what is produced, employed or exported. The rise of small-merchant e-commerce has created a different and almost unexploited record: the product catalogues that independent businesses publish on their own storefronts. For a province such as Quebec --- with a distinct consumer-nationalism movement (``acheter québécois''), provincial certification marks, a dense network of agri-food and craft associations, and seventeen administrative regions that differ enormously in size and remoteness --- these catalogues raise a natural question: can product-level online catalogues reveal the spatial organisation, diversity, specialization and relatedness structure of a regional retail economy beyond what business counts show? This paper answers that question for one snapshot (1 November 2026) of Fabri-Ka, an aggregator that indexes the public catalogues of 1{,}569 Quebec-based online stores, and it does so with a deliberately sceptical design: every regional statistic is confronted with a null that reallocates merchants rather than listings, every category label is audited and re-estimated, every matched product is validated, and the hypotheses, estimands and decision rules were preregistered before computation.
4 +
5 +The answer is nuanced. Online assortments do carry a regional signal, but it lives in the population of merchants, not in the volume of listings. Under merchant-equal weights --- each store counts once --- the dependence between region and product category is far stronger than in 2{,}000 random reallocations of stores across regions (Cramér's $V$ of 0.111 against a null mean of 0.086 under the primary labelling, $p<0.001$), and the pattern is readable: jewellery, fashion and coffee in Montréal, maple and alcohol in Estrie, meat and fish in Bas-Saint-Laurent and Mauricie, fashion in Gaspésie, pets in Montérégie. Under listing weights, however, the same statistic is indistinguishable from the null ($p=0.21$, and $p=0.45$ after trimming the largest one per cent of stores): a region's catalogue, counted in listings, is mostly the catalogue of whichever large merchants are located there, and the preregistered joint criterion for H1 is therefore not met. Catalogue sizes are extremely skewed --- a Gini of 0.85, the top decile of stores holding 79\% of listings and a power-law tail from 165 listings --- which is what makes the two weightings diverge. Regional assortment diversity, measured on an equal footing of fifteen stores, spans a narrow range (0.73--0.89 of its maximum) and shows no association with population, business counts, income or density across sixteen regions, a null that the sample size can only bound loosely. On matched products sold by several merchants (1{,}064 groups, matching precision 0.90--0.92), posted prices differ by a median of 4.7 log points and by more than five per cent in half of the groups; region effects are jointly significant under a wild cluster bootstrap and, more robustly, resellers and collective storefronts post prices 11.6 log points below the producers' own shops for the same item. An economic-complexity indicator built from the region--category matrix, by contrast, fails its preregistered validation: its ranking is unstable under resampling of merchants (median Spearman correlation 0.67 with the full-sample ranking, against a criterion of 0.8), and we therefore withhold both the complexity component and any composite score, publishing the Quebec Digital Assortment and Complexity Index as a family of separately-validated components instead.
6 +
7 +Measurement is half of the paper, by design. The platform's keyword-based category labels agree with annotator consensus on only 46\% of a stratified audit sample; a supervised classifier trained on model annotations and validated on the held-out audit reaches 88\% (91\% listing-weighted), and by a rule fixed before any result was computed under it, becomes the primary labelling, with the preregistered rule labelling retained in every table. Merchant geography had to be rebuilt from official boundaries after a first attempt with Statistics Canada's 2021 economic regions produced spurious conflicts that predate the 2021 transfer of two census divisions to Estrie, and 19\% of listings belong to merchants whose location could not be established. A representativeness audit against ISQ business counts shows that the aggregator's coverage tracks the regional business base closely in levels but varies six-fold per thousand businesses across regions, because the directories that feed discovery are themselves regional. These are not footnotes: they bound every interpretation, and the paper's main methodological contribution is to show how far a non-probability catalogue source can be pushed when each of these defects is measured rather than assumed away.
8 +
9 +The paper relates to, but is distinct from, four literatures (Section~\ref{sec:lit}): the measurement of regional specialization and localisation \citep{ellison1997,duranton2005}, whose dartboard logic we transpose to merchants; economic complexity and relatedness \citep{hidalgo2007,hidalgo2009,mealy2019}, whose tools we subject to validation on an unusually small and unusually based matrix; the economics of online retail, the long tail and the geography of online demand \citep{brynjolfsson2011,quan2018,forman2009}, which we mirror from the supply side; and the use of scraped prices and non-probability data \citep{cavallo2017,meng2018}. No method here is new; the object, the validation discipline and the honest accounting of what the source cannot say are. Section~\ref{sec:setting} describes the institutional setting and the platform, Section~\ref{sec:data} the data construction and audits, Section~\ref{sec:hyp} the preregistered hypotheses, Section~\ref{sec:methods} the methods, Section~\ref{sec:results} the results, Section~\ref{sec:robust} the robustness and external validation, and Section~\ref{sec:discussion} the interpretation and limitations; Section~\ref{sec:conclusion} concludes with a verdict on each hypothesis.
modified paper/sections/results.tex +87 −2
@@ -1,2 +1,87 @@
1 −\section{results}\label{sec:results}
2 −TODO.
1 +\section{Results}\label{sec:results}
2 +
3 +All regional results use the regional sample (1{,}331 located stores, 298{,}362 listings) under the classifier labelling (primary, Amendment A-002); the preregistered rule labelling is reported in the same tables and in Section~\ref{sec:robust}. Figure~\ref{fig:map} shows coverage.
4 +
5 +\begin{figure}[htbp]\centering
6 +\includegraphics[width=\textwidth]{\FM{coverage_map.pdf}}
7 +\caption{Coverage of the regional sample: stores per administrative region (left) and FSA-centroid locations of geocoded stores, size proportional to the square root of the catalogue (right). Official MRNF boundaries; the southern part of the province is shown. Source: Fabri-Ka research snapshot (2026-11-01), authors' computations.}\label{fig:map}
8 +\end{figure}
9 +
10 +\subsection{H3 --- Concentration: a long tail of merchants, a short head of listings}\label{sec:results_h3}
11 +We begin with concentration because it conditions everything else. Among the 1{,}557 stores of the assortment sample the median catalogue has 35 listings, the 90th percentile 312 and the 99th 3{,}359; the largest has 24{,}104. The Gini coefficient of listings across stores is 0.849 (store-bootstrap 95\% interval 0.811--0.878), the top one per cent of stores hold 44\% of listings (0.33--0.53) and the top decile 79\% (0.73--0.84); both preregistered thresholds are exceeded with intervals entirely above them, and H3 is supported (Table~\ref{tab:h3}). The rank--size relation has a log--log slope of $-1.65$; a discrete power law fitted from $x_{\min}=165$ listings ($\alpha=1.93$, 288 stores in the tail, KS 0.028) is favoured over a log-normal on the same tail (Vuong $z=4.99$), although the comparison is approximate (Section~\ref{sec:discussion}). Within regions the Gini ranges from 0.52 (Côte-Nord, 16 stores) to 0.92 (Outaouais); the top decile of stores holds between 45\% and 95\% of a region's listings (Appendix~\ref{app:concentration}). Figure~\ref{fig:ranksize} shows the distribution.
12 +
13 +\TR{h3_concentration}
14 +
15 +\begin{figure}[htbp]\centering
16 +\includegraphics[width=0.62\textwidth]{\FR{rank_size.pdf}}
17 +\caption{Rank--size distribution of merchant catalogue sizes, 1{,}557 stores, 370{,}054 listings (assortment sample). Dashed line: $x_{\min}$ of the power-law fit. Source: Fabri-Ka research snapshot (2026-11-01).}\label{fig:ranksize}
18 +\end{figure}
19 +
20 +\subsection{H1 --- Regional specialization is a property of merchants, not of listings}\label{sec:results_h1}
21 +Table~\ref{tab:h1} reports Cramér's $V$ of the region$\times$category table against the merchant-reshuffle null. Under merchant-equal weights the observed $V$ is 0.111 against a null mean of 0.086 and a null 95th percentile of 0.093 ($p<0.001$; 1{,}331 stores, 17 regions, 20 categories): the merchants located in a region publish systematically different kinds of products from a random draw of Quebec merchants. The same holds when regions are compared by the number of \emph{stores} present in each category rather than by listings ($V=0.056$ against 0.045, $p<0.001$). Under listing weights the observed $V$ is larger in absolute terms (0.320) but so is the null (0.299, 95th percentile 0.344; $p=0.21$), and after trimming the one per cent largest stores $V$ equals the null mean (0.191 against 0.189, $p=0.45$). The preregistered criterion for H1 required significance under both the merchant-equal and the trimmed scheme; it is met under the first only, so H1 is \emph{partially supported}: specialization exists in the population of merchants and disappears once catalogue volumes are counted, because volumes are dominated by a few large stores whose location is, from the point of view of category composition, as good as random. Under the rule labelling the pattern is the same ($V=0.105$ against 0.075, $p<0.001$; trimmed $p=0.49$), and so it is in every robustness variant (Section~\ref{sec:robust}).
22 +
23 +\TM{h1_raa}
24 +
25 +Figure~\ref{fig:raa} and Table~\ref{tab:raa_top} show where the merchant-level specialization lies. Twelve of the 340 region--category cells have a revealed assortment advantage whose store-bootstrap interval lies above one, and 64 have an interval below one. The largest advantages are pets in Montérégie (RAA 2.9), outdoor and sport goods in Capitale-Nationale (2.9), chocolate in Outaouais (2.8), fashion in Gaspésie--Îles-de-la-Madeleine (2.7), jewellery (2.2), fashion (1.9) and children's goods (1.7) in Montréal, alcohol in Montérégie (1.8) and Estrie (1.8), maple in Estrie (1.8) and art in Capitale-Nationale (1.8). Under the rule labelling the leading cells are fashion in Gaspésie, industrial goods in Centre-du-Québec, meat and fish in Bas-Saint-Laurent and Mauricie, jewellery and coffee in Montréal and maple in Estrie; the two labellings agree on the Montréal fashion--jewellery cluster and on Estrie's maple and alcohol, and disagree where the classifier moves listings out of ``other'' and ``fine grocery''. Several of the large point estimates rest on few stores (the Gaspésie fashion cell is three stores), which the intervals make visible; the absences are more robust than the advantages: jewellery is significantly under-represented among the merchants of Gaspésie, Centre-du-Québec and Côte-Nord, meat, cheese and maple among those of Côte-Nord.
26 +
27 +\begin{figure}[htbp]\centering
28 +\includegraphics[width=\textwidth]{\FM{raa_heatmap.pdf}}
29 +\caption{Revealed assortment advantage by region and category, merchant-equal weights, classifier labelling, regional sample (1{,}331 stores). Dots mark cells whose store-bootstrap 95\% interval excludes 1. Source: Fabri-Ka research snapshot (2026-11-01).}\label{fig:raa}
30 +\end{figure}
31 +
32 +\TM{raa_top}
33 +
34 +\subsection{H2 --- Diversity is narrow in range and unrelated to regional scale}\label{sec:results_h2}
35 +Regional assortment diversity is high everywhere: the merchant-equal normalised entropy ranges from 0.74 (Côte-Nord) to 0.91 (Abitibi-Témiscamingue), i.e.\ effective category counts between 9 and 15.5 out of 20 (Table~\ref{tab:region_summary}, Figure~\ref{fig:diversity}). Rarefied to fifteen stores the range narrows to 0.73--0.89 and the ordering is only partly stable: Abitibi-Témiscamingue is highest under both labellings, Montréal, Côte-Nord, Laval and Gaspésie lowest under the classifier labelling, Mauricie and Estrie lowest under the rule labelling, and the draw intervals overlap for all but the extremes. Across the sixteen regions with at least fifteen stores, the Spearman correlation of rarefied diversity with log population is $0.00$ (95\% bootstrap interval $-0.63$ to $0.60$), with log business locations $0.00$ ($-0.64$; $0.62$), with disposable income $-0.02$ ($-0.53$; $0.51$) and with log density $-0.20$ ($-0.79$; $0.45$) (Table~\ref{tab:h2}); under the rule labelling the point estimates are negative for population and density ($-0.20$ and $-0.37$) and positive for income ($0.39$), all with intervals covering zero. H2 is \emph{inconclusive}: with sixteen units the data cannot distinguish a null from a moderate association in either direction. What the data do show is that the online assortments of located merchants are not markedly broader in the large urban regions than in the peripheral ones; if anything Montréal's merchants, dominated by fashion and jewellery designers, publish a narrower mix than those of Abitibi-Témiscamingue or Outaouais.
36 +
37 +\begin{figure}[htbp]\centering
38 +\includegraphics[width=0.7\textwidth]{\FM{diversity_region.pdf}}
39 +\caption{Regional assortment diversity under the classifier labelling: rarefied entropy (mean over 2{,}000 draws of fifteen stores, bars = 2.5--97.5 percentiles of the draws) and merchant-equal entropy on all stores; sixteen regions with at least fifteen stores. Source: Fabri-Ka research snapshot (2026-11-01).}\label{fig:diversity}
40 +\end{figure}
41 +
42 +\TM{h2_scale}
43 +
44 +\subsection{H5 --- Matched products: dispersion by geography and by channel}\label{sec:results_h5}
45 +The primary matched sample contains 2{,}203 listings in 1{,}064 groups sold by 143 stores in fifteen regions, nine of which have at least five matched stores (the preregistered threshold of eight is met). Within a group the posted price of the same product differs across merchants by a median of 4.7 log points and by 28.8 at the 90th percentile; 29\% of groups have identical prices everywhere and 49\% differ by more than five per cent (Figure~\ref{fig:gaps}). In the hedonic regression (Table~\ref{tab:h5}) the fourteen region effects are jointly significant under the wild cluster bootstrap (Wald 164.4, $p=0.0045$): T1 is supported. The individual region effects (Figure~\ref{fig:regeff}) are small and imprecise --- within $\pm0.08$ log points of Montréal for the regions with ten or more matched stores --- so the joint rejection says that regional price levels for identical goods are not all equal, not that any region is systematically expensive; with one store per region in Abitibi-Témiscamingue and Côte-Nord the effect is a single merchant's pricing. The channel effect is sharper: resellers and collective storefronts post prices $-0.116$ log points (cluster SE 0.027, wild-bootstrap $p=0.0012$) below producers' own shops for the same product, and certified stores $-0.073$ (SE 0.023); T2 is supported. Catalogue size has no effect (0.002, SE 0.008). Adding the fuzzy tier C (1{,}189 groups, 156 stores) leaves the conclusions unchanged (region $p=0.016$, reseller $-0.101$, $p=0.003$), and tier D --- identical titles across artisanal shops, 17\% of which are the same product --- shows median gaps of 26 log points, which is what different products look like.
46 +
47 +\TR{h5_hedonic}
48 +
49 +\begin{figure}[htbp]\centering
50 +\includegraphics[width=\textwidth]{\FR{price_gaps.pdf}}
51 +\caption{Left: within-group max--min log price gap for the 1{,}064 matched groups (tiers A+B, comparable variants, both stores located). Right: cumulative distribution of absolute log gaps of candidate pairs by tier. Posted prices at the snapshot. Source: Fabri-Ka research snapshot (2026-11-01).}\label{fig:gaps}
52 +\end{figure}
53 +
54 +\begin{figure}[htbp]\centering
55 +\includegraphics[width=0.7\textwidth]{\FR{h5_region_effects.pdf}}
56 +\caption{Region effects on the log posted price of matched products relative to Montréal ($\pm1.96$ store-clustered SE; stores per region in parentheses). Identified only through groups spanning regions. Source: Fabri-Ka research snapshot (2026-11-01).}\label{fig:regeff}
57 +\end{figure}
58 +
59 +\paragraph{A descriptive contrast that is not H6.} Across the whole price sample, within category, stores certified by Aliments du Québec or Les Produits du Québec post prices 0.20 log points below other stores (store-clustered SE 0.14; Table~\ref{tab:cert}). This is a store-level contrast between certified enterprises and others, confounded by category composition within the twenty bins and by store size; it says nothing about a premium for products made in Quebec, which cannot be identified in this source.
60 +
61 +\subsection{H7 --- The complexity indicator does not survive validation}\label{sec:results_h7}
62 +The binary region--category matrix ($M_{rc}=1$ if RAA $\ge1$, 40\% of cells) yields a diversity count, an ECI and a fitness index per region (Appendix~\ref{app:indicators}). Table~\ref{tab:h7} reports the validation. V1 fails: across 500 bootstrap resamples of stores the median Spearman correlation between the resampled and the full-sample ECI ranking is 0.67 (tenth percentile $-0.34$) against a criterion of 0.8; fitness (0.55) and even plain diversity (0.61) are also unstable, because with 17 regions and 20 categories the matrix is small and the marginal cells depend on a handful of merchants. V2 is mixed: the second eigenvalue of $\tilde M$ is larger than in all 2{,}000 merchant reshuffles ($p<0.001$) --- there is more block structure than chance --- but the spectral radius of the bipartite graph is not ($p=0.97$), and the ECI--diversity correlation (0.43) lies within the null band ($-0.09$; $0.57$). V3 fails: regressed on log population, log business locations and income the ECI has an $R^2$ of 0.25 and a leave-one-region-out predictive correlation of 0.00. Under the rule labelling V1 is worse (0.20) and V2 fails on both statistics. V4 is the only clean result: Louvain finds the same two communities in all 200 seeds (NMI 1.0), a food block (maple, fine grocery, chocolate, bakery, meat and fish, cheese, beverages, coffee and alcohol) and a non-food block (Figure~\ref{fig:network}); it is also the least informative, since it reproduces the obvious food/non-food divide. By the preregistered rule the indicator is reported as unstable, not called a complexity index, and excluded from the index family.
63 +
64 +\TM{h7_validation}
65 +
66 +\begin{figure}[htbp]\centering
67 +\includegraphics[width=0.8\textwidth]{\FM{category_network.pdf}}
68 +\caption{Category relatedness: maximum spanning tree (dark) and top-quintile proximity edges (light) of the Hidalgo-type proximity computed from co-occurrence of categories across stores; node colour = Louvain community. Source: Fabri-Ka research snapshot (2026-11-01).}\label{fig:network}
69 +\end{figure}
70 +
71 +\begin{figure}[htbp]\centering
72 +\includegraphics[width=\textwidth]{\FM{h7_validation.pdf}}
73 +\caption{Left: ECI against diversity across the 17 regions. Right: rank stability of the three indicators under 500 store bootstraps; the preregistered criterion (median $\rho\ge0.8$) is not met. Source: Fabri-Ka research snapshot (2026-11-01).}\label{fig:h7}
74 +\end{figure}
75 +
76 +\subsection{H4 --- Related diversification: a store-level association over ten weeks}\label{sec:results_h4}
77 +After onboarding ended, 1{,}540 stores had 22{,}920 (store, category) cells absent in weeks 36--39; 104 of them (82 stores) acquired at least one listing in that category in weeks 40--44. Entries occur in categories whose relatedness density to the store's baseline portfolio is higher (0.33 against 0.25); the linear probability model with store and category fixed effects gives a density coefficient of 0.065 (store-clustered SE 0.019, $t=3.5$), above the 95th percentile of 200 category-relabelled placebos (0.042; placebo $p=0.01$). Under the rule labelling the coefficient is 0.111 (SE 0.050) with 149 entries (Table~\ref{tab:h4}, Figure~\ref{fig:h4}). Twelve per cent of entering stores show a connector-driven burst of additions in the outcome window, so part of the margin is catalogue onboarding rather than economic entry. At the region level only three category entries occurred, all in Nord-du-Québec's three stores; by the preregistered rule the region-level version is untestable. H4 is therefore an exploratory, store-level association consistent with the principle of relatedness \citep{hidalgo2018}, over ten weeks, with no causal reading.
78 +
79 +\TM{h4_dynamics}
80 +
81 +\begin{figure}[htbp]\centering
82 +\includegraphics[width=0.62\textwidth]{\FM{h4_density.pdf}}
83 +\caption{Exploratory: share of absent (store, category) cells with an entry in weeks 40--44 by decile of relatedness density at baseline. Source: Fabri-Ka research snapshot (2026-11-01).}\label{fig:h4}
84 +\end{figure}
85 +
86 +\subsection{QDACI --- components, no composite}\label{sec:results_qdaci}
87 +The Quebec Digital Assortment and Complexity Index family is reported as four validated components per region with bootstrap intervals (Appendix~\ref{app:indicators}): rarefied diversity, specialization (mean absolute log RAA), concentration (within-region Gini) and coverage (stores per 100{,}000 inhabitants), plus the matched-product region effect for the six regions with at least ten matched stores; the complexity component is omitted. The three composite weightings disagree: the equal-weight and Borda rankings coincide by construction, but the first principal component (45\% of variance, loading negatively on diversity and positively on specialization and concentration) correlates with them at $\rho=0.25$ only, and the equal-weight ranking has a median bootstrap rank correlation of 0.47 with itself across store resamples. By the preregistered rule (median agreement $\ge0.7$) no composite is published. The components themselves say something coherent: the regions with the broadest and least specialised merchant populations (Abitibi-Témiscamingue, Laurentides, Outaouais, Bas-Saint-Laurent) are not the largest ones, and the regions with the highest coverage per inhabitant (Saguenay--Lac-Saint-Jean, Gaspésie, Estrie) are those served by regional agri-food directories --- a discovery effect, not an economic one.
modified paper/sections/robustness.tex +18 −2
@@ -1,2 +1,18 @@
1 −\section{robustness}\label{sec:robustness}
2 −TODO.
1 +\section{Robustness, alternative specifications and external validation}\label{sec:robust}
2 +
3 +\subsection{Preregistered variants}
4 +Table~\ref{tab:h1} (lower panel) and Figure~\ref{fig:robust} recompute the H1 statistics on the nine preregistered variants under the classifier labelling: the platform-label-first region assignment (1{,}214 stores), stores discovered through certification and association sources only (1{,}068), excluding Montréal (1{,}094), excluding the one per cent largest stores (1{,}318), eight macro-categories, dropping ``other'', excluding resellers and collective storefronts (1{,}306), and dropping the 30 stores whose region sources conflict (1{,}301). The merchant-equal result holds everywhere ($V$ between 0.106 and 0.121; permutation $p\le0.009$ in every variant), and the trimmed-listing result is never significant ($p$ between 0.07 and 0.76). The same is true under the rule labelling ($p\le0.006$ merchant-equal, $p\ge0.29$ trimmed). A hundred reassignments of categories drawn from the audit confusion matrix (rule labels perturbed cell by cell) keep the merchant-equal $V$ between 0.093 and 0.112 and reject the null in 82\% (classifier) and 88\% (rule) of draws. The Gini of catalogue sizes stays between 0.76 (without the largest one per cent) and 0.87 (without Montréal). The regional diversity ordering, by contrast, is labelling-sensitive beyond its extremes (Section~\ref{sec:results_h2}): we report it as an interval statement, not a league table.
5 +
6 +\begin{figure}[htbp]\centering
7 +\includegraphics[width=0.85\textwidth]{\FM{robustness_h1.pdf}}
8 +\caption{H1 across preregistered sample and category variants, classifier labelling: observed Cramér's $V$ against the mean of the merchant-reshuffle null under merchant-equal (M) and trimmed-listing (T) weights. Source: Fabri-Ka research snapshot (2026-11-01).}\label{fig:robust}
9 +\end{figure}
10 +
11 +\subsection{Price dispersion}
12 +The H5 conclusions are unchanged with the fuzzy tier C (Table~\ref{tab:h5}), and the reseller effect is the single most stable estimate in the paper ($-0.10$ to $-0.12$ across specifications, wild-bootstrap $p\le0.003$). Two limits remain. Region effects for regions with one to three matched stores are individual merchants' pricing, and the joint test is driven by the nine regions with at least five matched stores; and because matching precision is 0.90--0.92, roughly one group in ten pairs different products, which inflates measured gaps --- the 29\% of groups with identical prices and the 4.7-point median are therefore upper bounds on dispersion among truly identical products in this sample, while the reseller contrast, estimated within group, is attenuated rather than inflated by false matches.
13 +
14 +\subsection{Holdouts}
15 +Leave-one-region-out recomputation of the H2 correlations never moves the rarefied-diversity--population correlation outside $[-0.3, 0.3]$ under either labelling; the H7 leave-one-region-out predictive correlation is the V3 statistic reported above. The H4 temporal holdout (density from weeks 36--39, entries in 40--44) is built into the design. Duplicate products cannot leak between training and test in the classifier because the audit sample's identifiers were removed from the training sample before annotation; the embedding model saw all listings but was never fitted to labels.
16 +
17 +\subsection{External validation and selection}
18 +Fabri-Ka's store counts per region correlate at 0.91 with ISQ business locations, 0.89 with retail locations, 0.93 with manufacturing locations and 0.84 with population (Spearman, 17 regions; Table~\ref{tab:external}), so the aggregator reproduces the size ordering of regional economies. Coverage is nonetheless uneven: from 1.8 stores per thousand business locations in Laval and 3.4 in Montréal to 9.0 in Estrie and 11.1 in Saguenay--Lac-Saint-Jean, a six-fold range, with the regions of high coverage being exactly those with a connected regional agri-food directory (Zone boréale, Créateurs de saveurs, Gaspésie gourmande). The 226 stores without a recoverable location come predominantly from a gift directory and from search sweeps, i.e.\ from the sources whose records carry no address. Discovery source and e-commerce platform mixes differ by region (Shopify dominates in Montréal and Laval, WooCommerce in the agri-food regions), and category mix differs by platform, so a platform-connector failure would be region-correlated; the trimmed, certification-only and no-Montréal variants are the operational answer to this threat and do not change the qualitative results. We have no regional measure of e-commerce adoption to weight by, and we do not attempt selection weights: the coverage ratios are reported so that readers can see where the merchant population is thinly or thickly observed.
added paper/tables_model/category_audit.tex +28 −0
@@ -0,0 +1,28 @@
1 +\begin{table}[htbp]\centering\footnotesize
2 +\caption{Audit of the rule-based category labels (500-listing stratified sample)}\label{tab:cat_audit}
3 +\begin{tabular}{lrr}\toprule
4 +Rule label & Listings with annotator consensus & Precision of the rule label \\\midrule
5 +Maple \& honey & 24 & 0.50 \\
6 +Fine grocery & 24 & 0.42 \\
7 +Coffee \& tea & 23 & 0.35 \\
8 +Chocolate & 24 & 0.62 \\
9 +Bakery & 25 & 0.40 \\
10 +Meat \& fish & 22 & 0.32 \\
11 +Cheese \& dairy & 24 & 0.58 \\
12 +Beverages & 24 & 0.17 \\
13 +Alcohol & 25 & 0.28 \\
14 +Beauty \& care & 24 & 0.62 \\
15 +Home \& decor & 22 & 0.36 \\
16 +Fashion & 25 & 0.72 \\
17 +Jewellery & 25 & 0.80 \\
18 +Art \& craft & 25 & 0.52 \\
19 +Children & 21 & 0.62 \\
20 +Pets & 24 & 0.29 \\
21 +Outdoor \& sport & 19 & 0.32 \\
22 +Garden & 25 & 0.84 \\
23 +Industrial & 24 & 0.42 \\
24 +Other & 25 & 0.00 \\
25 +\textbf{All} & 474 & \textbf{0.46} \\
26 +\bottomrule\end{tabular}
27 +\begin{minipage}{0.95\textwidth}\vspace{2pt}\footnotesize\textit{Notes:} 25 random listings per category annotated independently by two LLMs (claude-opus-5-5, gpt-5.5) with the platform's taxonomy; agreement rule vs A 0.45, rule vs B 0.45, A vs B 0.95; consensus exists for 95\% of listings. Precision = share of consensus labels equal to the rule label. Disagreements listed in the replication package.\end{minipage}
28 +\end{table}
added paper/tables_model/cert_contrast.tex +9 −0
@@ -0,0 +1,9 @@
1 +\begin{table}[htbp]\centering\small
2 +\caption{Descriptive store-certification price contrast (not a test of H6)}\label{tab:cert}
3 +\begin{tabular}{lr}\toprule
4 +Statistic & Value \\\midrule
5 +Observations / stores / certified stores & 288\,663 / 1\,264 / 491 \\
6 +Certified store, log price difference within category (SE, store-clustered) & -0.204 (0.138) \\
7 +\bottomrule\end{tabular}
8 +\begin{minipage}{0.95\textwidth}\vspace{2pt}\footnotesize\textit{Notes:} descriptive store-certification contrast (Aliments du Québec / Les Produits du Québec), category FE, store-clustered SE — NOT a test of H6\end{minipage}
9 +\end{table}
added paper/tables_model/external_coverage.tex +24 −0
@@ -0,0 +1,24 @@
1 +\begin{table}[htbp]\centering\footnotesize
2 +\caption{Coverage of the regional sample against external business and population counts}\label{tab:external}
3 +\begin{tabular}{lrrrrr}\toprule
4 +Region & Fabri-Ka stores & Business locations & Stores per 1\,000 businesses & Population & Stores per 100\,000 pop. \\\midrule
5 +Bas-Saint-Laurent & 39 & 7\,441 & 5.24 & 204\,755 & 19.0 \\
6 +Saguenay--Lac-Saint-Jean & 97 & 8\,709 & 11.14 & 286\,395 & 33.9 \\
7 +Capitale-Nationale & 126 & 24\,239 & 5.20 & 814\,004 & 15.5 \\
8 +Mauricie & 31 & 8\,130 & 3.81 & 289\,722 & 10.7 \\
9 +Estrie & 152 & 16\,929 & 8.98 & 527\,340 & 28.8 \\
10 +Montréal & 237 & 69\,910 & 3.39 & 2\,172\,259 & 10.9 \\
11 +Outaouais & 36 & 8\,566 & 4.20 & 428\,751 & 8.4 \\
12 +Abitibi-Témiscamingue & 21 & 4\,804 & 4.37 & 149\,441 & 14.1 \\
13 +Côte-Nord & 16 & 2\,672 & 5.99 & 89\,621 & 17.9 \\
14 +Nord-du-Québec & 3 & 932 & 3.22 & 47\,541 & 6.3 \\
15 +Gaspésie--Îles-de-la-Madeleine & 30 & 3\,829 & 7.83 & 92\,084 & 32.6 \\
16 +Chaudière-Appalaches & 102 & 15\,715 & 6.49 & 459\,158 & 22.2 \\
17 +Laval & 25 & 13\,654 & 1.83 & 461\,509 & 5.4 \\
18 +Lanaudière & 66 & 16\,524 & 3.99 & 569\,335 & 11.6 \\
19 +Laurentides & 99 & 22\,002 & 4.50 & 679\,190 & 14.6 \\
20 +Montérégie & 190 & 44\,787 & 4.24 & 1\,522\,372 & 12.5 \\
21 +Centre-du-Québec & 61 & 9\,270 & 6.58 & 264\,820 & 23.0 \\
22 +\bottomrule\end{tabular}
23 +\begin{minipage}{0.95\textwidth}\vspace{2pt}\footnotesize\textit{Notes:} Business locations = ISQ, locations with employees, December 2025 (all industries; retail NAICS 44-45; manufacturing 31-33); population = ISQ 1 July 2025 provisional. Fabri-Ka stores are online storefronts of Quebec-based merchants discovered through certification registries, associations and search; coverage ratios are not sampling rates.\end{minipage}
24 +\end{table}
added paper/tables_model/h1_raa.tex +22 −0
@@ -0,0 +1,22 @@
1 +\begin{table}[htbp]\centering\footnotesize
2 +\caption{H1 --- Region $\times$ category dependence against the store-reshuffle null}\label{tab:h1}
3 +\begin{tabular}{lrrrrrrrr}\toprule
4 +Sample / variant & Weights & Stores & Regions & Cramér's $V$ & Null mean & Null p95 & $p$ (perm.) & Cells RAA$>1$/$<1$ \\\midrule
5 +S\_R & M & 1\,331 & 17 & 0.111 & 0.086 & 0.093 & 0.0005 & 12/64 \\
6 +S\_R & L & 1\,331 & 17 & 0.320 & 0.299 & 0.344 & 0.2124 & 5/64 \\
7 +S\_R & T & 1\,331 & 17 & 0.191 & 0.189 & 0.215 & 0.4453 & 7/72 \\
8 +S\_R0 & M & 1\,214 & 16 & 0.121 & 0.090 & 0.096 & 0.0005 & 9/72 \\
9 +S\_R0 & L & 1\,214 & 16 & 0.344 & 0.278 & 0.318 & 0.0025 & 9/70 \\
10 +S\_R0 & T & 1\,214 & 16 & 0.219 & 0.201 & 0.229 & 0.1399 & 10/74 \\
11 +S\_R & stores & 1\,331 & 17 & 0.056 & 0.045 & 0.048 & 0.0005 & 15/26 \\
12 +S\_R0\_dbfirst\_regions & M & 1\,214 & 16 & 0.121 & 0.090 & & 0.001 & \\
13 +cert\_assoc\_sources\_only & M & 1\,068 & 17 & 0.117 & 0.095 & & 0.001 & \\
14 +excl\_Montreal & M & 1\,094 & 16 & 0.105 & 0.094 & & 0.009 & \\
15 +excl\_top1pct\_stores & M & 1\,318 & 17 & 0.112 & 0.086 & & 0.001 & \\
16 +macro8\_categories & M & 1\,331 & 17 & 0.112 & 0.081 & & 0.001 & \\
17 +drop\_autre & M & 1\,306 & 17 & 0.109 & 0.084 & & 0.001 & \\
18 +excl\_resellers\_collectives & M & 1\,306 & 17 & 0.111 & 0.086 & & 0.001 & \\
19 +excl\_region\_conflicts & M & 1\,301 & 17 & 0.114 & 0.087 & & 0.001 & \\
20 +\bottomrule\end{tabular}
21 +\begin{minipage}{0.95\textwidth}\vspace{2pt}\footnotesize\textit{Notes:} $V$ = Cramér's $V$ of the region $\times$ category table of listing weights (L = one per listing; M = merchant-equal, each store sums to one; T = listings after dropping the 1\% largest stores; `stores' = count of stores present in the category). Null = 2\,000 permutations of region labels across stores (each region keeps its number of stores, each store keeps its catalogue); $p$ is one-sided. Last column: number of the $R\times C$ cells whose store-bootstrap 95\% interval for RAA lies entirely above / below 1. Variants from the preregistered robustness list (1\,000 permutations).\end{minipage}
22 +\end{table}
added paper/tables_model/h2_scale.tex +22 −0
@@ -0,0 +1,22 @@
1 +\begin{table}[htbp]\centering\footnotesize
2 +\caption{H2 --- Regional assortment diversity and regional scale}\label{tab:h2}
3 +\begin{tabular}{lrrrr}\toprule
4 +Outcome $\sim$ covariate & $n$ & Spearman $\rho$ & 95\% CI & OLS slope (HC3 SE) \\\midrule
5 +H\_rarefied15 ~ log\_population & 16 & 0.00 & [-0.63; 0.60] & -0.004 (0.017) \\
6 +H\_rarefied15 ~ log\_business\_locations & 16 & 0.00 & [-0.64; 0.62] & -0.005 (0.018) \\
7 +H\_rarefied15 ~ disposable\_income & 16 & -0.02 & [-0.53; 0.51] & 0.000 (0.000) \\
8 +H\_rarefied15 ~ log\_density & 16 & -0.20 & [-0.79; 0.45] & -0.004 (0.006) \\
9 +H\_norm\_M ~ log\_population & 17 & 0.49 & [-0.10; 0.89] & 0.038 (0.023) \\
10 +H\_norm\_M ~ log\_business\_locations & 17 & 0.52 & [-0.09; 0.89] & 0.039 (0.023) \\
11 +H\_norm\_M ~ disposable\_income & 17 & 0.50 & [-0.03; 0.83] & 0.000 (0.000) \\
12 +H\_norm\_M ~ log\_density & 17 & 0.23 & [-0.42; 0.75] & 0.010 (0.011) \\
13 +eff\_cat\_M ~ log\_population & 17 & 0.49 & [-0.10; 0.88] & 1.168 (0.710) \\
14 +eff\_cat\_M ~ log\_business\_locations & 17 & 0.52 & [-0.08; 0.89] & 1.193 (0.710) \\
15 +eff\_cat\_M ~ disposable\_income & 17 & 0.50 & [-0.02; 0.83] & 0.000 (0.000) \\
16 +eff\_cat\_M ~ log\_density & 17 & 0.23 & [-0.42; 0.72] & 0.282 (0.362) \\
17 +log\_stores\_per\_100k ~ log\_population & 17 & -0.19 & [-0.61; 0.30] & -- \\
18 +log\_stores\_per\_100k ~ log\_density & 17 & -0.22 & [-0.71; 0.36] & -- \\
19 +log\_stores\_per\_100k ~ disposable\_income & 17 & -0.02 & [-0.49; 0.46] & -- \\
20 +\bottomrule\end{tabular}
21 +\begin{minipage}{0.95\textwidth}\vspace{2pt}\footnotesize\textit{Notes:} 17 regions at most (Nord-du-Québec has no located store); rarefied diversity needs >= 15 stores. Associations only; CIs from 5 000 region-level bootstrap draws; OLS slope with HC3 SE.\end{minipage}
22 +\end{table}
added paper/tables_model/h3_concentration.tex +16 −0
@@ -0,0 +1,16 @@
1 +\begin{table}[htbp]\centering\small
2 +\caption{H3 --- Concentration of listings across merchants (assortment sample)}\label{tab:h3}
3 +\begin{tabular}{lr}\toprule
4 +Statistic & Value \\\midrule
5 +Stores / listings & 1\,557 / 370\,054 \\
6 +Gini of listings across stores [95\% CI] & 0.849 [0.811; 0.878] \\
7 +Share of listings, top 1\% of stores [95\% CI] & 0.443 [0.328; 0.526] \\
8 +Share of listings, top 10\% of stores [95\% CI] & 0.789 [0.730; 0.836] \\
9 +Median / p90 / p99 / max catalogue size & 35 / 312 / 3\,359 / 24\,104 \\
10 +Rank--size slope (log--log) & -1.647 \\
11 +Discrete power law: $x_{\min}$, $\alpha$, KS, tail $n$ & 165, 1.929, 0.028, 288 \\
12 +Vuong LR (power law vs log-normal on the tail): $z$, $p$ & 4.99, 6e-07 (power-law) \\
13 +Preregistered criterion (Gini $\ge$ 0.70 and top-10\% $\ge$ 0.50) & met \\
14 +\bottomrule\end{tabular}
15 +\begin{minipage}{0.95\textwidth}\vspace{2pt}\footnotesize\textit{Notes:} Bootstrap CIs from 2\,000 resamples of stores. Power-law fit by maximum likelihood with $x_{\min}$ chosen by KS minimisation (Clauset et al.\ 2009); the log-normal is fitted on the same tail. Inconnue-region stores included (all stores).\end{minipage}
16 +\end{table}
added paper/tables_model/h3_within_region.tex +24 −0
@@ -0,0 +1,24 @@
1 +\begin{table}[htbp]\centering\footnotesize
2 +\caption{Within-region concentration of catalogue sizes}\label{tab:h3_region}
3 +\begin{tabular}{lrrr}\toprule
4 +Region & Stores & Gini [95\% CI] & Top-10\% share \\\midrule
5 +Outaouais & 36 & 0.922 [0.632; 0.937] & 0.946 \\
6 +Capitale-Nationale & 126 & 0.891 [0.751; 0.929] & 0.866 \\
7 +Gaspésie--Îles-de-la-Madeleine & 30 & 0.891 [0.472; 0.912] & 0.876 \\
8 +Montérégie & 190 & 0.890 [0.724; 0.925] & 0.854 \\
9 +Centre-du-Québec & 61 & 0.885 [0.519; 0.921] & 0.861 \\
10 +Laval & 25 & 0.830 [0.492; 0.868] & 0.809 \\
11 +Estrie & 152 & 0.823 [0.680; 0.882] & 0.756 \\
12 +Chaudière-Appalaches & 102 & 0.815 [0.661; 0.857] & 0.776 \\
13 +Laurentides & 99 & 0.810 [0.652; 0.871] & 0.725 \\
14 +Abitibi-Témiscamingue & 21 & 0.806 [0.587; 0.850] & 0.795 \\
15 +Bas-Saint-Laurent & 39 & 0.806 [0.447; 0.854] & 0.776 \\
16 +Saguenay--Lac-Saint-Jean & 97 & 0.803 [0.618; 0.846] & 0.736 \\
17 +Montréal & 237 & 0.782 [0.675; 0.843] & 0.689 \\
18 +Lanaudière & 66 & 0.765 [0.645; 0.809] & 0.679 \\
19 +Mauricie & 31 & 0.730 [0.495; 0.792] & 0.701 \\
20 +Côte-Nord & 16 & 0.517 [0.318; 0.565] & 0.455 \\
21 +Nord-du-Québec & 3 & -- & -- \\
22 +\bottomrule\end{tabular}
23 +\begin{minipage}{0.95\textwidth}\vspace{2pt}\footnotesize\textit{Notes:} 500 store-bootstrap resamples per region; regions with fewer than five stores omitted.\end{minipage}
24 +\end{table}
added paper/tables_model/h4_dynamics.tex +15 −0
@@ -0,0 +1,15 @@
1 +\begin{table}[htbp]\centering\small
2 +\caption{H4 (exploratory) --- Entry into related categories within stores}\label{tab:h4}
3 +\begin{tabular}{lr}\toprule
4 +Statistic & Value \\\midrule
5 +Baseline / outcome windows & 2026-08-31 to 2026-09-27 / 2026-09-28 to 2026-11-01 \\
6 +Stores; (store, category) cells absent at baseline & 1\,540; 22\,920 \\
7 +Entries (cells); entering stores & 104; 82 \\
8 +Mean density, cells with / without entry & 0.330 / 0.253 \\
9 +LPM coefficient on density (store-clustered SE); $t$ & 0.065 (0.019); 3.50 \\
10 +Placebo (category-relabelled proximity, 200 draws): mean, p95, $p$ & -0.002, 0.042, 0.010 \\
11 +Region-level category entries / exits & 3 / 0 \\
12 +Share of entering stores with an `added' burst $>$50\% of baseline catalogue & 0.12 \\
13 +\bottomrule\end{tabular}
14 +\begin{minipage}{0.95\textwidth}\vspace{2pt}\footnotesize\textit{Notes:} Linear probability model with store and category fixed effects; density = share of a category's proximity mass covered by the store's baseline portfolio (Hidalgo-type proximity from co-occurrence across stores). Exploratory by preregistration: no causal claim.\end{minipage}
15 +\end{table}
added paper/tables_model/h5_hedonic.tex +9 −0
@@ -0,0 +1,9 @@
1 +\begin{table}[htbp]\centering\scriptsize
2 +\caption{H5 --- Matched-product price dispersion across merchants}\label{tab:h5}
3 +\begin{tabular}{lrrrrrrrrrrrrr}\toprule
4 +Spec. & Obs. & Groups & Stores & Regions & Wald region (df) & $p$ wild-boot & Reseller (SE) & $p$ wild-boot & Certified (SE) & log catalogue (SE) & Within $R^2$ & Gap median / p90 & Share gap $>$5\% \\\midrule
5 +primary\_AB & 2\,203 & 1\,064 & 143 & 15 & 164.4 (14) & 0.0045 & -0.116 (0.026) & 0.0012 & -0.073 (0.023) & 0.002 (0.008) & 0.166 & 0.047 / 0.288 & 0.49 \\
6 +sens\_ABC & 2\,512 & 1\,189 & 156 & 15 & 83.3 (14) & 0.0162 & -0.101 (0.025) & 0.0029 & -0.028 (0.018) & 0.009 (0.007) & 0.139 & 0.051 / 0.333 & 0.50 \\
7 +\bottomrule\end{tabular}
8 +\begin{minipage}{0.95\textwidth}\vspace{2pt}\footnotesize\textit{Notes:} Dependent variable: log posted price at the snapshot. Match-group fixed effects absorbed; region and platform dummies, log catalogue size, reseller/collective and certification indicators. SE clustered by store; $p$-values from a wild cluster bootstrap (Rademacher, 9\,999 draws, restricted residuals). primary\_AB = tiers A (shared SKU) and B (same brand, identical title); sens\_ABC adds fuzzy tier C. Gap = within-group max--min log price.\end{minipage}
9 +\end{table}
added paper/tables_model/h7_indicators.tex +24 −0
@@ -0,0 +1,24 @@
1 +\begin{table}[htbp]\centering\footnotesize
2 +\caption{Region-level indicators (reported for transparency; unstable under bootstrap)}\label{tab:h7ind}
3 +\begin{tabular}{lrrrr}\toprule
4 +Region & Stores & Diversity & ECI & Fitness \\\midrule
5 +Chaudière-Appalaches & 102 & 8 & 1.63 & 1.26 \\
6 +Bas-Saint-Laurent & 39 & 8 & 1.14 & 1.15 \\
7 +Mauricie & 31 & 9 & 1.03 & 1.10 \\
8 +Centre-du-Québec & 61 & 12 & 0.90 & 1.70 \\
9 +Montérégie & 190 & 8 & 0.86 & 1.09 \\
10 +Laurentides & 99 & 11 & 0.70 & 1.56 \\
11 +Capitale-Nationale & 126 & 7 & 0.59 & 0.99 \\
12 +Outaouais & 36 & 6 & 0.42 & 0.67 \\
13 +Estrie & 152 & 8 & 0.09 & 0.96 \\
14 +Laval & 25 & 7 & 0.02 & 0.82 \\
15 +Abitibi-Témiscamingue & 21 & 9 & -0.17 & 1.07 \\
16 +Saguenay--Lac-Saint-Jean & 97 & 8 & -0.74 & 0.87 \\
17 +Lanaudière & 66 & 10 & -0.88 & 1.09 \\
18 +Montréal & 237 & 9 & -1.20 & 1.09 \\
19 +Gaspésie--Îles-de-la-Madeleine & 30 & 5 & -1.25 & 0.50 \\
20 +Nord-du-Québec & 3 & 5 & -1.39 & 0.57 \\
21 +Côte-Nord & 16 & 5 & -1.77 & 0.51 \\
22 +\bottomrule\end{tabular}
23 +\begin{minipage}{0.95\textwidth}\vspace{2pt}\footnotesize\textit{Notes:} Diversity = number of categories with RAA $\ge 1$. ECI standardised; sign fixed so that corr(ECI, diversity) $\ge 0$.\end{minipage}
24 +\end{table}
added paper/tables_model/h7_validation.tex +15 −0
@@ -0,0 +1,15 @@
1 +\begin{table}[htbp]\centering\small
2 +\caption{H7 --- Validation of the region--category complexity indicator}\label{tab:h7}
3 +\begin{tabular}{lr}\toprule
4 +Validation statistic & Value \\\midrule
5 +Matrix density (share of cells with RAA $\ge$ 1) & 0.397 \\
6 +V1 ECI rank stability: median (p10) Spearman $\rho$, 500 store bootstraps & 0.67 (-0.34) \\
7 +V1 Fitness / Diversity rank stability (median $\rho$) & 0.55 / 0.61 \\
8 +V1 criterion ($\rho \ge 0.8$) for ECI & not met \\
9 +V2 $\lambda_2$ of $\tilde M$: observed, null p95, $p$ & 0.407, 0.298, 0.000 \\
10 +V2 spectral radius of the bipartite graph: observed, null p95, $p$ & 7.73, 8.79, 0.969 \\
11 +V2 corr(ECI, diversity): observed, null [p5; p95] & 0.43, [-0.09; 0.57] \\
12 +V4 Louvain communities: mode of count, median NMI across 200 seeds & 2, 1.0 \\
13 +\bottomrule\end{tabular}
14 +\begin{minipage}{0.95\textwidth}\vspace{2pt}\footnotesize\textit{Notes:} $M_{rc} = 1[\mathrm{RAA}_{rc} \ge 1]$ on merchant-equal weights, regional sample. Null = 2\,000 store-level region reshuffles. Per the preregistration, the ECI is reported as unstable when V1 fails and is omitted from the QDACI.\end{minipage}
15 +\end{table}
added paper/tables_model/match_validation.tex +11 −0
@@ -0,0 +1,11 @@
1 +\begin{table}[htbp]\centering\footnotesize
2 +\caption{Validation of the cross-merchant matching tiers (60 pairs per tier)}\label{tab:match_val}
3 +\begin{tabular}{lrrrr}\toprule
4 +Tier & Pairs with consensus & Same product & Different & Same product, comparable-variant pairs \\\midrule
5 +A & 56 & 0.92 & 0.02 & 0.90 \\
6 +B & 54 & 0.90 & 0.00 & 0.96 \\
7 +C & 52 & 0.77 & 0.10 & 0.77 \\
8 +D & 48 & 0.17 & 0.60 & 0.19 \\
9 +\bottomrule\end{tabular}
10 +\begin{minipage}{0.95\textwidth}\vspace{2pt}\footnotesize\textit{Notes:} Two independent LLM annotators (agreement 0.88; consensus on 88\% of pairs). Tier A = shared merchant SKU; B = same brand and identical normalised title; C = same brand, fuzzy title; D = identical title without brand (never used for inference).\end{minipage}
11 +\end{table}
added paper/tables_model/qdaci.tex +24 −0
@@ -0,0 +1,24 @@
1 +\begin{table}[htbp]\centering\scriptsize
2 +\caption{QDACI components by region}\label{tab:qdaci}
3 +\begin{tabular}{lrrrrrrrrrrrrr}\toprule
4 +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 \\\midrule
5 +Abitibi-Témiscamingue & 0.89 & 0.86 & 0.91 & 0.54 & 0.55 & 1.17 & 0.81 & 14.05 & -- & -- & 0.64 & -1.67 & 42.00 \\
6 +Bas-Saint-Laurent & 0.80 & 0.72 & 0.87 & 0.59 & 0.51 & 0.94 & 0.81 & 19.05 & -- & -- & 0.70 & -0.26 & 46.00 \\
7 +Capitale-Nationale & 0.79 & 0.69 & 0.87 & 0.43 & 0.36 & 0.92 & 0.89 & 15.48 & 0.02 & 0.02 & 0.41 & -0.97 & 27.00 \\
8 +Centre-du-Québec & 0.78 & 0.68 & 0.86 & 0.52 & 0.49 & 0.94 & 0.89 & 23.03 & -- & -- & 0.50 & -0.61 & 33.00 \\
9 +Chaudière-Appalaches & 0.78 & 0.67 & 0.86 & 0.33 & 0.31 & 0.62 & 0.81 & 22.21 & 0.02 & 0.02 & 0.42 & -0.75 & 28.00 \\
10 +Côte-Nord & 0.73 & 0.70 & 0.75 & 0.92 & 0.68 & 1.32 & 0.52 & 17.85 & -- & -- & 0.66 & 3.56 & 43.00 \\
11 +Estrie & 0.78 & 0.69 & 0.86 & 0.39 & 0.34 & 0.57 & 0.82 & 28.82 & -0.01 & 0.02 & 0.52 & -0.78 & 34.00 \\
12 +Gaspésie--Îles-de-la-Madeleine & 0.74 & 0.65 & 0.82 & 0.89 & 0.78 & 1.59 & 0.89 & 32.58 & -- & -- & 0.55 & 1.06 & 36.00 \\
13 +Lanaudière & 0.78 & 0.70 & 0.85 & 0.61 & 0.58 & 1.00 & 0.76 & 11.59 & -- & -- & 0.58 & 0.48 & 38.00 \\
14 +Laurentides & 0.80 & 0.71 & 0.88 & 0.28 & 0.27 & 0.54 & 0.81 & 14.58 & -0.08 & 0.06 & 0.47 & -1.19 & 31.00 \\
15 +Laval & 0.75 & 0.66 & 0.83 & 0.86 & 0.72 & 1.49 & 0.83 & 5.42 & -- & -- & 0.38 & 1.45 & 25.00 \\
16 +Mauricie & 0.77 & 0.70 & 0.84 & 0.75 & 0.65 & 1.34 & 0.73 & 10.70 & -- & -- & 0.55 & 1.21 & 36.00 \\
17 +Montréal & 0.74 & 0.64 & 0.83 & 0.56 & 0.49 & 0.76 & 0.78 & 10.91 & 0.00 & 0.00 & 0.42 & 0.81 & 28.00 \\
18 +Montérégie & 0.78 & 0.68 & 0.86 & 0.40 & 0.36 & 0.55 & 0.89 & 12.48 & 0.01 & 0.01 & 0.34 & -0.99 & 23.00 \\
19 +Nord-du-Québec & -- & -- & -- & 1.03 & 0.85 & 1.31 & -- & 6.31 & -- & -- & -- & -- & -- \\
20 +Outaouais & 0.81 & 0.73 & 0.88 & 0.57 & 0.51 & 1.54 & 0.92 & 8.40 & -- & -- & 0.42 & -0.97 & 28.00 \\
21 +Saguenay--Lac-Saint-Jean & 0.79 & 0.70 & 0.86 & 0.51 & 0.43 & 0.75 & 0.80 & 33.87 & -- & -- & 0.70 & -0.39 & 46.00 \\
22 +\bottomrule\end{tabular}
23 +\begin{minipage}{0.95\textwidth}\vspace{2pt}\footnotesize\textit{Notes:} Components describe observed online catalogues of Quebec-based merchants, not production or output. Complexity omitted because the ECI failed the preregistered stability criterion.\end{minipage}
24 +\end{table}
added paper/tables_model/raa_top.tex +19 −0
@@ -0,0 +1,19 @@
1 +\begin{table}[htbp]\centering\footnotesize
2 +\caption{Largest significant revealed assortment advantages (merchant-equal weights)}\label{tab:raa_top}
3 +\begin{tabular}{lrrrr}\toprule
4 +Region & Category & RAA & 95\% CI & Merchant-equal weight \\\midrule
5 +Montérégie & Pets & 2.89 & [1.40; 4.23] & 4.5 \\
6 +Capitale-Nationale & Outdoor \& sport & 2.88 & [1.02; 4.81] & 2.6 \\
7 +Outaouais & Chocolate & 2.82 & [1.02; 5.05] & 3.2 \\
8 +Gaspésie--Îles-de-la-Madeleine & Fashion & 2.69 & [1.43; 4.03] & 7.5 \\
9 +Montréal & Jewellery & 2.17 & [1.58; 2.80] & 21.9 \\
10 +Capitale-Nationale & Other & 1.99 & [1.01; 3.05] & 8.4 \\
11 +Montréal & Fashion & 1.90 & [1.57; 2.28] & 42.0 \\
12 +Montérégie & Alcohol & 1.83 & [1.22; 2.43] & 16.4 \\
13 +Capitale-Nationale & Art \& craft & 1.83 & [1.29; 2.41] & 20.6 \\
14 +Estrie & Maple \& honey & 1.78 & [1.22; 2.39] & 17.5 \\
15 +Estrie & Alcohol & 1.75 & [1.09; 2.41] & 12.5 \\
16 +Montréal & Children & 1.74 & [1.06; 2.43] & 7.5 \\
17 +\bottomrule\end{tabular}
18 +\begin{minipage}{0.95\textwidth}\vspace{2pt}\footnotesize\textit{Notes:} Cells with a store-bootstrap 95\% interval above 1, sorted by RAA. The weight column is the merchant-equal count $N_{rc}$ (sum of store shares).\end{minipage}
19 +\end{table}
added paper/tables_model/region_summary.tex +25 −0
@@ -0,0 +1,25 @@
1 +\begin{table}[htbp]\centering\footnotesize
2 +\caption{Regional sample: stores, listings, certification and assortment diversity}\label{tab:region_summary}
3 +\begin{tabular}{lrrrrrr}\toprule
4 +Region & Stores & Listings & Median catalogue & Certified share & $\tilde H$ (M) & $\tilde H$ rarefied (15 stores) [2.5; 97.5] \\\midrule
5 +Montréal & 237 & 61\,419 & 65 & 0.59 & 0.829 & 0.741 [0.638; 0.833] \\
6 +Inconnue & 226 & 71\,692 & 77 & 0.07 & -- & -- \\
7 +Montérégie & 190 & 57\,945 & 32 & 0.59 & 0.875 & 0.783 [0.678; 0.864] \\
8 +Estrie & 152 & 16\,201 & 20 & 0.46 & 0.876 & 0.785 [0.689; 0.864] \\
9 +Capitale-Nationale & 126 & 35\,555 & 26 & 0.42 & 0.875 & 0.786 [0.685; 0.872] \\
10 +Chaudière-Appalaches & 102 & 11\,398 & 22 & 0.76 & 0.866 & 0.776 [0.671; 0.864] \\
11 +Laurentides & 99 & 20\,004 & 35 & 0.59 & 0.877 & 0.800 [0.708; 0.876] \\
12 +Saguenay--Lac-Saint-Jean & 97 & 15\,845 & 34 & 0.34 & 0.858 & 0.788 [0.702; 0.856] \\
13 +Lanaudière & 66 & 8\,828 & 34 & 0.56 & 0.857 & 0.778 [0.695; 0.850] \\
14 +Centre-du-Québec & 61 & 9\,356 & 19 & 0.41 & 0.852 & 0.780 [0.681; 0.858] \\
15 +Bas-Saint-Laurent & 39 & 5\,750 & 34 & 0.49 & 0.855 & 0.803 [0.725; 0.869] \\
16 +Outaouais & 36 & 33\,429 & 26 & 0.47 & 0.866 & 0.807 [0.725; 0.876] \\
17 +Mauricie & 31 & 2\,521 & 27 & 0.42 & 0.822 & 0.772 [0.702; 0.836] \\
18 +Gaspésie--Îles-de-la-Madeleine & 30 & 7\,514 & 28 & 0.30 & 0.780 & 0.742 [0.655; 0.816] \\
19 +Laval & 25 & 6\,528 & 33 & 0.84 & 0.783 & 0.746 [0.656; 0.825] \\
20 +Abitibi-Témiscamingue & 21 & 5\,206 & 36 & 0.38 & 0.914 & 0.887 [0.855; 0.912] \\
21 +Côte-Nord & 16 & 587 & 18 & 0.38 & 0.735 & 0.731 [0.704; 0.750] \\
22 +Nord-du-Québec & 3 & 276 & 27 & 0.00 & 0.661 & -- \\
23 +\bottomrule\end{tabular}
24 +\begin{minipage}{0.95\textwidth}\vspace{2pt}\footnotesize\textit{Notes:} Assortment sample. $\tilde H$ = normalised Shannon entropy of category shares (20 categories); M = merchant-equal weights. Rarefied entropy = mean over 2\,000 draws of 15 stores without replacement; brackets give the 2.5th and 97.5th percentiles of the draws. `Inconnue' = stores whose location could not be established (excluded from regional inference).\end{minipage}
25 +\end{table}
added paper/tables_model/sample_flow.tex +15 −0
@@ -0,0 +1,15 @@
1 +\begin{table}[htbp]\centering\small
2 +\caption{Sample flow from database rows to the analysis samples}\label{tab:sample_flow}
3 +\begin{tabular}{lr}\toprule
4 +Step & Listings \\\midrule
5 +DB product rows (all statuses, all stores) & 465\,388 \\
6 +active = 1 and listing\_status = 'published' & 390\,108 \\
7 +\ldots of an enabled store with >= 1 published listing & 390\,108 \\
8 +\ldots excluding store\_kind = hors\_mission & 390\,074 \\
9 +\ldots keeping one representative per (store, normalised title) and non-empty title & 370\,828 \\
10 +\ldots excluding mirror domains of the same business (sibling stores, non-representative) \textbf{[ASSORTMENT SAMPLE]} & 370\,054 \\
11 +\ldots and CAD-priced store/listing & 369\,325 \\
12 +\ldots and a positive listed price <= 50 000 CAD, not on request \textbf{[PRICE SAMPLE]} & 359\,612 \\
13 +\bottomrule\end{tabular}
14 +\begin{minipage}{0.95\textwidth}\vspace{2pt}\footnotesize\textit{Notes:} Snapshot of 2026-11-01T17:38Z. Nothing is deleted: each step is a flag in the cleaned listing table. The assortment sample is used for H1--H4 and H7; the price sample for H5.\end{minipage}
15 +\end{table}
added reports/hypothesis_registry_model.md +24 −0
@@ -0,0 +1,24 @@
1 +# Hypothesis registry (model category labelling)
2 +
3 +| id | statement | primary statistic | p raw | p Holm | status |
4 +|---|---|---|---|---|---|
5 +| H1 | Online assortment composition differs across regions beyond what merchant counts imply | Cramér's V (M) = 0.111, store-reshuffle p = 0.0005; (T) V = 0.191, p = 0.445; (L) p = 0.212 | 0.4453 | 0.8906 | **partially supported** |
6 +| H2 | Regional diversity is associated with regional scale | Spearman rho(rarefied entropy, log population) = 0.00, 95% CI [-0.63; 0.60], n = 16 | 1.0000 | 1.0000 | **inconclusive** |
7 +| H3 | Merchant catalogue sizes are highly skewed | Gini = 0.849 [0.811; 0.878]; top-10% share = 0.789 [0.730; 0.836] | | | **supported** |
8 +| H4 | Related diversification (exploratory) | LPM density coefficient 0.065 (SE 0.019), placebo p = 0.010; 104 entries; 3 region-level entries | | | **exploratory: consistent with relatedness at the store level; region level untestable** |
9 +| H5-T1 | Matched-product prices are geographically structured | Wald(14) = 164.4, wild-cluster-bootstrap p = 0.0045; 1064 groups, 143 stores, 9 regions with >= 5 stores | 0.0045 | 0.0135 | **supported** |
10 +| H5-T2 | Matched-product prices are competitively structured (reseller vs producer) | reseller coefficient -0.116 (SE 0.026), wild-bootstrap p = 0.0012 | 0.0012 | 0.0048 | **supported** |
11 +| H6 | Local-origin price premium | not estimated | | | **untestable (declared ex ante)** |
12 +| H7 | Validated digital-assortment complexity indicator | ECI bootstrap rank stability median rho = 0.67 (criterion 0.8); lambda2 null p = 0.00; LOO predictive rho = 0.00 | | | **not validated: ECI unstable at 17 x 20; omitted from QDACI** |
13 +| QDACI | Composite index | median agreement across weightings rho = 0.25 (rule 0.7); bootstrap rank stability 0.47 | | | **components published; composite withheld** |
14 +
15 +Notes:
16 +- H1: Preregistered criterion required p < 0.05 under both merchant-equal and trimmed-listing weights; met for merchant-equal only. Specialization is a property of the merchant population, not of listing volumes.
17 +- H2: CI includes zero and economically meaningful values in both directions; n = 16 regions. No association with business counts or density either (see table).
18 +- H3: Both preregistered thresholds (Gini >= 0.70, top-10% >= 0.50) exceeded with CIs entirely above them; power-law tail favoured over log-normal on the tail.
19 +- H4: Fewer than 10 region-level entries (preregistered untestability rule); store-level association over 5 weeks, no causal claim.
20 +- H5-T1: Region effects identified only through groups spanning regions; posted prices, no shipping/taxes.
21 +- H5-T2: Resellers/collectives post lower prices than producers for the same product.
22 +- H6: No product-level provenance; a store-certification contrast is reported descriptively and is not H6.
23 +- H7: Fitness and plain diversity are more stable but still below the criterion; the region-category matrix is not more nested than the store-reshuffle null.
24 +- QDACI: Components describe observed online catalogues of Quebec-based merchants, not production or output. Complexity omitted because the ECI failed the preregistered stability criterion.
\ No newline at end of file
added reports/limitations.md +19 −0
@@ -0,0 +1,19 @@
1 +# Limitations ledger — WP38
2 +
3 +| id | limitation | consequence | handling |
4 +|---|---|---|---|
5 +| L-01 | No price history in the source (current price per listing only) | no temporal price analysis; H5 is cross-sectional | declared ex ante (D-005); prospective collection plan in the paper |
6 +| L-02 | Listings are posted offers, not sales; disappearance ≠ sale; sold-out listings remain published | no demand, revenue or employment inference | wording rule; availability flag reported |
7 +| L-03 | Merchant location ≠ product origin; origin class is a store-level prior | H6 untestable; "production" never inferred | D-004; descriptive certification contrast labelled as not H6 |
8 +| L-04 | 229 live stores (71 692 listings, 19 % of the assortment sample) have no recoverable location, including the largest catalogues | regional statistics describe located merchants only | reported as "Inconnue"; excluded from inference; coverage audit |
9 +| L-05 | Region assignment combines three sources (municipality lookup, platform label, FSA centroid); rural FSA centroids are imprecise near borders | some misassignment near borders (30 flagged conflicts) | A-001; sensitivity with PIP-first and conflict-free samples |
10 +| L-06 | Rule-based category labels have 46 % precision against annotator consensus | category-based statistics under rule labels are noisy | A-002 classifier validated on a held-out audit; all category results under both labellings; confusion-reassignment robustness |
11 +| L-07 | Annotators are LLMs (two independent models) and adjudication was done by the research team, not by independent human coders | label validity rests on inter-model agreement (95 %) and taxonomy definitions | disclosed; disagreement files published |
12 +| L-08 | Discovery is a non-probability process favouring certified/association merchants; coverage per 1 000 businesses varies six-fold across regions | regional comparisons confound economy and discovery | representativeness audit; certification-source-only and no-Montréal variants |
13 +| L-09 | 17 regions → very low power for H2 and H7-V3; ECI unstable at 17×20 | H2 inconclusive; complexity not validated | preregistered criteria; components only |
14 +| L-10 | Matching without GTIN; tier precision 0.90–0.92 (A, B) | some false matches in H5 | precision reported; comparable-variant restriction; sensitivity with C |
15 +| L-11 | Region effects in H5 identified only through groups spanning regions; one store = one region | wide intervals; cannot separate region from store | collinearity note; wild cluster bootstrap; stores per region reported |
16 +| L-12 | Connector caps (max 200 pages) truncate the largest catalogues; Wix/Ecwid coverage incomplete | catalogue sizes of the largest stores under-measured | noted; trimmed scheme T |
17 +| L-13 | Single snapshot; onboarding ended 2026-08-24; 10 weeks of listing dynamics | H4 exploratory only | temporal holdout; placebo |
18 +| L-14 | Power-law vs log-normal comparison uses a continuous log-normal on the discrete tail | approximate model comparison | stated; not a hypothesis |
19 +| L-15 | External covariates mix vintages (ISQ 2025/2024, Census 2021 on 2021 ER boundaries for Estrie/Montérégie) | small concordance error for density | ISQ columns used wherever available; manifest records vintages |
added reports/reproducibility.md +9 −0
@@ -0,0 +1,9 @@
1 +# Reproducibility report — WP38
2 +
3 +- **Pipeline:** `Makefile` targets `ingest clean match validate features models robust tables figures paper`; `WP38_LABEL=model` reruns the label-dependent targets into `data/processed_model/`, `experiments_model/`, `paper/tables_model/`, `paper/figures_model/`.
4 +- **Determinism:** seed 20261101 for every permutation, bootstrap and sample; outputs hashed in `logs/manifest.json`; every step appends to `logs/run_ledger.jsonl`.
5 +- **Snapshot identity:** `config/settings.yaml` holds the sha256 of the raw snapshot; `src/ingest/load_snapshot.py` asserts it before reading.
6 +- **LLM dependence:** category audit (claude-opus-5-5 + gpt-5.5), match validation (same), classifier training labels (claude-sonnet-5-5), embeddings (text-embedding-3-small). All labels/embeddings are cached (`data/processed/*.csv`, `data/interim/listing_embeddings.npy`); the pipeline runs without API keys once they exist. Costs and token counts per run are in the ledger.
7 +- **External data:** `src/ingest/external.py` rebuilds `data/external/regions_external.csv` from the manifest URLs with checksums; large GeoPackages and downloads are not committed (`data/external/dl/`, `data/external/geo/`).
8 +- **Tests:** `make test` (7 invariants: monotone sample flow, price-sample subset, one representative per (store, title), no sibling duplicates, canonical regions, store/listing count consistency, cross-store matches only).
9 +- **Paper:** `cd paper && latexmk -pdf main.tex`; tables and figures are generated files and are never edited by hand.
modified src/features/region_category.py +1 −1
@@ -6,7 +6,7 @@ plus store-level table data/processed/store_panel.parquet used by every model (o
6 6 from __future__ import annotations
7 7 import json
8 8 import numpy as np, pandas as pd
9 −from src.common import ROOT, P, REGIONS, get_logger, ledger, register_output, write_json, PROC_DIR, EXP_DIR, LABEL
9 +from src.common import ROOT, P, REGIONS, get_logger, ledger, register_output, write_json, PROC_DIR, EXP_DIR, LABEL, BASE_PROC, BASE_EXP
10 10
11 11 log = get_logger("features.rc")
12 12 PROC = PROC_DIR
13 13
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