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Ranked shortlist · 10 of 459 discount shops
Best discount shops in Chicago
The 10 most notable discount shops in Chicago, 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.
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1
Dollar Inn Plus
2758 W Devon Ave
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.755, percentile 100 of 459
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2
Omar Discount Center
3247 W 47th St
441 m from Kedzie, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.755, percentile 99.78 of 459
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3
Cook Brothers
1740 N Kostner Ave
496 m from Hermosa, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.755, percentile 99.56 of 459
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4
Dollar Stop +
4445 N Pulaski Rd
listed by Foursquare Open Source Places and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.755, percentile 99.34 of 459
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5
H and J Warehouse
5114 S Racine Ave
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.755, percentile 99.13 of 459
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6
90 Off Discount Store
3449 S Halsted St
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.755, percentile 98.91 of 459
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7
Continental Sales “lots 4 Less”
6333 S Cicero Ave
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.744, percentile 98.69 of 459
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8
Dollar Market Plus
4600 W Belmont Ave #3
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.711, percentile 98.47 of 459
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9
Dollar Buster
5119 W Cermak Rd
129 m from Laramie, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.711, percentile 98.25 of 459
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10
Dollar Bazaar
5724 W Fullerton Ave
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.656, percentile 98.03 of 459
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).