Ranked shortlist · 10 of 14 fairgrounds
Best fairgrounds in Chicago
The 10 most notable fairgrounds 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
Alamo Drafthouse Cinema Wrigleyville
3519 N Clark St Ste C301
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.350, percentile 100 of 14
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2
Flyover
600 E Grand Ave
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.141, percentile 92.31 of 14
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3
ArcLight Cinemas
1500 N Clybourn Ave
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.141, percentile 84.62 of 14
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4
The Lincoln Lodge
2040 N Milwaukee Ave
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.060, percentile 76.92 of 14
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5
House of Torment Haunted House
8240 Austin Ave
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 1.971, percentile 69.23 of 14
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6
Thunderbolt Chicago Axe Throwing
4842 W Irving Park Rd
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 1.904, percentile 61.54 of 14
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7
Laugh Factory
3175 N Broadway St
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 1.898, percentile 53.85 of 14
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8
Great Room Escape Chicago
8240 Austin Ave
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 1.871, percentile 46.15 of 14
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9
Edgar County Fair Grounds
1104 N Main St
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 1.871, percentile 38.46 of 14
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10
Outatime Games Escape Rooms
1153 Wilmette Ave
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 1.871, percentile 30.77 of 14
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 calibration: 533 Michelin-starred restaurants in the catalogue were checked against their own group. It is the only designation that covers more than one place, so the ranking is corroborated for restaurants and uncorroborated elsewhere — the manifest says so per run. The catalogue carries no rating, review count, price or opening hours, so this file has none.
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).