# Swim Schools & Swim Lesson Providers — U.S. location dataset All 2,858 locations in the U.S., as one CSV: 72 fields per record, 51 states, file built October 16, 2026. $29 one-time, with up to 10 real rows free before you buy. Canonical URL: https://locationlists.com/data/swim-school-list 2,858 swim schools and lesson providers. Franchise brands carry chainBrand; the largest are Goldfish Swim School 190, Aqua-Tots Swim Schools 128, SafeSplash Swim School 84, Big Blue Swim School 52. 2,858 rows have a phone number, 1,818 an email address and 2,606 a website. We read each place's own website once for the sports it offers, its programs, the ages it serves and its size. 15 rows state a size: fields, courts, sheets of ice, acres, square feet or seats. level says youth, adult or both on 869 rows. levelBasis says how we know. ownership is filled on 171 rows. ownershipBasis says where it came from. Largest states: California 446, Texas 332, Florida 284, New York 138. ## The figures - Records: 2,858 locations - States: 51 - Coverage: U.S. - Fields: 72 - Price: $29 one-time, CSV download, commercial license (https://locationlists.com/license) - Snapshot built on October 16, 2026. Not rebuilt on a schedule. - File last modified: 2026-10-16 The file has all 2,858 locations across 51 states in one download. Building the same list by searching one area at a time tends to miss places, and a missed place looks like a gap in coverage that is not really there. ## Fields - `placeId`: Stable row id: the source and its own id (usaswimming:club:5551:5985, usafootball:119, overture:) - `name`: Club, league, program or facility name - `address`: Street address - `city`: City - `state`: Two-letter state - `zip`: ZIP code - `country`: Country - `phone`: Phone number - `website`: Website - `email`: Club or facility email (role mailboxes such as info@ or registrar@; never a person's own address) - `facebook` - `latitude`: Latitude - `longitude`: Longitude - `overtureCategory`: Open-map category - `overtureConfidence` - `overtureBrand` - `locationsWithSameName`: How many rows trade under the same name (multi-site operators) - `overtureId`: Open-map place id - `overtureSources` - `overtureUpdated` - `overtureRelease` - `_raw` - `_dupes` - `organizationType`: What the row is: a member club, a youth league, a lacrosse program, a rink, a tennis facility... - `facilityType`: One vocabulary across every list: athletic field, sports complex, ice rink, tennis facility, swim school, gymnastics gym, martial arts school, dance studio, youth sports club, youth sports league... - `sportsCovered`: Sports the source, the name or the website names - `level`: youth, adult, or youth and adult - `levelBasis`: How level is known: a published age range, the governing body, the name or the website - `ownership`: public (government), school, college or university, nonprofit or private - `ownershipBasis`: How ownership is known: the source's own flag or facility type, the website domain or the name - `chainBrand`: Chain or franchise name, where the place is one location of a brand - `overtureCategoryPath` - `overtureBasicCategory` - `overtureBrandId` - `overtureSourceRecordIds` - `overtureDuplicatesMerged` - `source`: Which source the record came from - `sourceUrl`: The public source this row came from - `webEmail` - `webFacebook`: Facebook page linked from the website (also webInstagram, webLinkedin, webTwitter, webYoutube, webTiktok) - `webInstagram`: Instagram linked from the website - `webLinkedin`: LinkedIn company page linked from the website - `webTwitter` - `webYoutube` - `webTiktok` - `webYelp` - `webGoogleMaps` - `webFoundedYear`: Year founded, where the website says - `webLegalName`: Legal entity name from the website footer - `webLegalType` - `webHours`: Opening hours from the website - `webServices` - `webStatus`: What reading the website found: ok, dead, parked, another business's site... - `webSportsOffered`: Sports the place's own website names - `webPrograms`: Program types the website names: camps, clinics, leagues, travel teams, tryouts, private lessons, rentals, birthday parties, after-school... - `sportsCoveredBasis`: Where sportsCovered came from: source / name, website, or both - `naicsCode`: NAICS code by facility type (713940, 611620, 611610, 713990, 711310) - `naicsTitle` - `sicCode`: SIC code by facility type - `sicTitle` - `directionsUrl`: Google Maps directions link - `updatedDate`: Build date - `sourceIds`: Every source row id behind this row - `emailSource`: source or website: where the email came from - `webAgeMin`: Youngest age the website states - `webAgeMax`: Oldest age the website states ("and up" when open-ended) - `geo_precision`: Where the map point came from - `county`: County - `county_fips` - `county_note` - `address_quality`: complete, no_house_number, po_box, missing_city_or_zip or missing - `zip4` In the header but under 1% filled, so not in this release: webWhatsapp, fieldCount, acres, squareFeet, facilitySizeBasis, webFieldCount, webFieldText, webAcres, webSquareFeet. ## What we did to this data Unified 35 city spellings, corrected 1 misspelled city names, shortened 811 ZIP codes, added the county to 2,858 listings, flagged 89 incomplete addresses and measured 2,858 rows. Rebuilt October 16, 2026 from explore.overturemaps.org. ## How complete the key fields are email 64%, phone 96%, website 91%, street address 99%, city 100%, state 100%, ZIP code 99%, latitude 100%, longitude 100%. 45 of 81 columns are filled on at least half the rows. ## Ask this list a question with a link No connector and no account; each link answers with the matching count, preview rows and the price for just that part. - [Only California, the state with the most](https://locationlists.com/find?dataset=swim-school-list&state=CA) - [Within 25 miles of New York, NY, the busiest area](https://locationlists.com/find?dataset=swim-school-list&near=New+York+NY&radius=25) - [Within a 30-minute drive of New York, NY](https://locationlists.com/find?dataset=swim-school-list&near=New+York+NY&drive=30) - [Only rows where overtureConfidence is over 0.92](https://locationlists.com/find?dataset=swim-school-list&where=overtureConfidence%3Agt%3A0.92) - [Every Youth Sports Clubs & Facilities list combined, within 25 miles of New York, NY](https://locationlists.com/find?category=youth-sports&near=New+York+NY&radius=25) - [Each one's nearest USA Lacrosse Programs, in California, with miles](https://locationlists.com/find?dataset=swim-school-list&state=CA&relate=nearest&k=1&b.dataset=usa-lacrosse-program-list&b.state=CA) - [The whole list: add a city, state, ZIP code or distance](https://locationlists.com/find?dataset=swim-school-list) ## The same dataset, for machines - Record as JSON: https://locationlists.com/data/swim-school-list/dataset.json - Free sample, up to 10 real rows: https://locationlists.com/data/swim-school-list/sample.csv or https://locationlists.com/data/swim-school-list/sample.json - Buy link (opens Stripe Checkout): https://locationlists.com/data/swim-school-list/buy ## Questions ### Where does the list come from? Open map data from the Overture Maps Foundation, read category by category. Where a category is too broad, we keep only places whose name says the sport. We then read each place's own website, where it has one. We keep no person data. There are no coach or contact names, and emails are club or facility mailboxes only. ### Which rows are youth programs? level says youth, adult or youth and adult on 869 of 2,858 rows (youth 767, youth and adult 90, adult 12). levelBasis says how we know. It is a published age range, the governing body, the name or the website. A blank means nothing we read says. ### Does it show who owns the place? ownership is filled on 171 rows (private 62, public (government) 47, school 39, college or university 15). It comes from the source's own flag or facility type, the website domain (.gov, .k12, .edu) or the name. A blank means nothing we read says. It does not mean the place is private. ### Can I buy every youth sports list at once? Yes. US Youth Sports Clubs & Facilities has all eleven youth sports lists, the YMCA list and the Dance Studios & Schools list in one file, one row per place: 183,769 places for $559. That is the thirteen list prices added up, less 10%. ### How is this data cleaned? Every rebuild runs the same steps and counts what each one changed. For the current file, rebuilt October 16, 2026 from explore.overturemaps.org: Merged 0 duplicate listings that had the same business name, street address and ZIP code, keeping every filled-in detail from both (October 16, 2026). Unified 35 city names written more than one way within the same ZIP code (for example with and without a space or an abbreviation) to the US Census Bureau spelling (October 16, 2026). Corrected 1 misspelled city names to the US Census Bureau place name for their ZIP code (October 16, 2026). Shortened 811 ZIP codes to the five-digit code every address filter expects, keeping the delivery-route segment in a column of its own (October 16, 2026). Added map coordinates to 0 listings that had none, from the US Census Bureau address geocoder or, where the street address could not be matched, the centre of the ZIP code (October 16, 2026). Set the county and its federal county code on 2,858 listings, matched to the US Census Bureau county list from the county the source records, the listing's map point, or its ZIP code area (October 16, 2026). Checked every map point against the state in its address and re-placed 0 points that fell outside that state (October 16, 2026). Flagged 89 addresses that are incomplete, a PO box, or missing a house number, in an address quality column (October 16, 2026). Checked that the row count, state count and field completeness published for this file were measured from the file itself (October 16, 2026). ### Isn't this free on explore.overturemaps.org? The underlying records are public on explore.overturemaps.org. What you pay for is the work between that public release and this file: unified 35 city spellings, corrected 1 misspelled city names, shortened 811 ZIP codes, added the county to 2,858 listings, flagged 89 incomplete addresses and measured 2,858 rows. The current file was rebuilt October 16, 2026 from explore.overturemaps.org. Doing it yourself means downloading the full release, repeating each of those steps, and repeating them again every time the source updates. ### How complete is each field? Measured on every row of the current file, the share of rows that carry each key field: email 64%, phone 96%, website 91%, street address 99%, city 100%, state 100%, ZIP code 99%, latitude 100%, longitude 100%. 45 of 81 columns are filled on at least half the rows, and 3 are empty in every row.