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Ranked shortlist · 10 of 13 shopping

Best shopping in Santa Cruz de la Sierra

The 10 most notable shopping in Santa Cruz de la Sierra, in rank order. The order is curation quality — how well attested and how complete each record is — not popularity, and no place on this list paid to be on it.

  1. 1

    Multicenter Norte

    Guido de Chazal

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 1.471, percentile 100 of 13

  2. 2

    CSI - Tecnologia en Sierras

    Avenida Virgen De Cotoca

    listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.95 · rank score 1.181, percentile 91.67 of 13

  3. 3

    Cosmet Central

    Av. Cañoto

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.95 · rank score 1.155, percentile 83.33 of 13

  4. 4

    Ferreteria Comercial Pardo

    Av. Centenario #3475 una cuadra antes del 4to.anillo

    listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 1.096, percentile 75 of 13

  5. 5

    AAA Internacional

    Av. Beni 2070

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 1.091, percentile 66.67 of 13

  6. 6

    AQUAZUL piscinas y camping

    Av Brasil #3370 3 cuadras antes del 4to anillo

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 1.071, percentile 58.33 of 13

  7. 7

    Tienda olympikus

    +591

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 0.943, percentile 50 of 13

  8. 8

    Gano Itouch Bolivia SRL

    0000, Av. Cañoto 44

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 0.890, percentile 41.67 of 13

  9. 9

    Moto repuestos Alex racing

    Av. Sta. Cruz 662-680

    449 m from Santa Cruz station, rail

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 0.801, percentile 33.33 of 13

  10. 10

    Cannon House

    Calle/Isabela católica # 140 (comercial 7 calles Galería “D” tienda 81) , zona 7 calles, Santa Cruz de le Sierra, Bolivia

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 0.795, percentile 25 of 13

How this list is made

Every place in this group was scored by the same model, with each term z-normalised inside the group and capped, so a famous chain cannot win by being famous everywhere. The weights, verbatim:

attestation by independent providers
+0.35
record completeness (website, phone, address)
+0.25
Overture existence confidence
+0.20
Michelin designation (Wikidata, CC0)
+0.40
brand fame (Wikidata sitelinks)
−0.15
same-name chain collision
−0.30

Curation quality, not popularity: how well attested and how complete a record is.

No licensable popularity signal; this ranks curation quality, not taste

Independent check: 5,951 places listed in Wikivoyage (CC BY-SA 4.0; validation only, never published or scored) were matched to our records by name within 250 m. Across the 5,651 that fall in groups of at least 10, the median matched place sits at percentile 73 and 24.2% are in the top decile, against 10% by chance; five families have enough anchors to report (arts, food and drink, lodging, shopping, sport), while health care (5), lifestyle services (17), travel (26) have too few and are not validated. A match needs both the guide and the catalogue to name the same place, which favours well-attested places — a term this rank itself rewards — so these are lower bounds; Michelin's 528 in-group anchors have a median percentile of 100, but that is partly circular: across the Wikivoyage matches, the 17 that also carry the designation term this rank scores sit at 99.93, against 72.55 for the 5,934 without it.

The catalogue carries no rating, review count, price or opening hours, so this file has none.

Station locations from Wikidata (CC0-1.0). Nearest station, not service: no frequency, timetable or departures.

Nobody paid for placement: no ads, no sponsored results, no ratings for sale.

Data: AllThePlaces (CC0-1.0), BrightQuery (CDLA-Permissive-2.0), DAC (CDLA-Permissive-2.0), Foursquare Open Source Places (Apache-2.0), Meta (CDLA-Permissive-2.0), Microsoft (CDLA-Permissive-2.0), Overture Maps Foundation (CDLA-Permissive-2.0), PinMeTo (CDLA-Permissive-2.0), RenderSEO (CDLA-Permissive-2.0).

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