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Ranked shortlist · 10 of 23 social clubs
Best social clubs in Houston
The 10 most notable social clubs in Houston, 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
Nicklaus Course
1 Carlton Woods Dr
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.468, percentile 100 of 23
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2
Texas Veterans Vending
5708 N Shepherd Dr Ste D4
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.418, percentile 95.45 of 23
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3
American Legion Harrisburg Post 472
7599 Avenue C
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.410, percentile 90.91 of 23
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4
Combined Arms
2929 McKinney St
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.410, percentile 86.36 of 23
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5
Jack F. Lee Vfw Post 9187
6101 Mount Houston Rd
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.237, percentile 81.82 of 23
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6
Uso Houston Hobby Int'l Airport
7800 Airport Blvd
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.95 · rank score 2.140, percentile 77.27 of 23
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7
Veterans Evaluation Services
2707 North Loop W Ste 1000
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.097, percentile 72.73 of 23
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8
Northshore Sgt. Alvin York American Legion Post 0397
10216 Challenger 7 Dr
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 1.948, percentile 68.18 of 23
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9
Texas Stallions Track Club
1010 Spring Cypress Rd
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 1.948, percentile 63.64 of 23
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10
Energia y bienestar
1063 Edgebrook Dr
listed by Foursquare Open Source Places and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 1.948, percentile 59.09 of 23
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.
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).