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"xmax": -122.22591200000001,
"ymax": 38.109139
} |
3dd15f565a1a4b3561d68662 | ЗАПСИБХИМИЯ, производственное предприятие | null | null | Красный Пр., 1 оф.317 | Новосибирск | Новосибирская область | 630007 | null | null | null | RU | 2023-12-06 | 2023-12-06 | null | null | null | null | null | null | null | null | null | null | {
"xmin": null,
"ymin": null,
"xmax": null,
"ymax": null
} |
bec429ce6ecde45718a28c33 | Burger King | null | null | Strada Provinciale 18 | Teramo | Teramo | 64100 | Abruzzo | null | null | IT | 2023-06-18 | 2023-12-05 | null | null | http://www.burgerking.it | null | null | null | null | [
"4bf58dd8d48988d16c941735",
"4bf58dd8d48988d16e941735"
] | [
"Dining and Drinking > Restaurant > Burger Joint",
"Dining and Drinking > Restaurant > Fast Food Restaurant"
] | null | {
"xmin": null,
"ymin": null,
"xmax": null,
"ymax": null
} |
4f4e6d69e4b088c4af67ba1a | blue mountain reality | 38.403977 | -121.958946 | null | Vacaville | CA | 95688 | null | null | null | US | 2012-02-29 | 2024-10-13 | null | null | null | null | null | null | null | [
"4bf58dd8d48988d130941735"
] | [
"Landmarks and Outdoors > Structure"
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"xmin": -121.95894620514487,
"ymin": 38.4039769725412,
"xmax": -121.95894620514487,
"ymax": 38.4039769725412
} |
559e96ab498e259c0bc095ce | Varsity Berkeley | 37.866132 | -122.269082 | 2024 Durant Ave | Berkeley | CA | 94704 | null | null | null | US | 2015-07-09 | 2024-10-15 | null | (510) 549-9323 | http://www.varsityberkeley.com | 1,648,435,302,111,774 | null | null | [
"4d954b06a243a5684965b473"
] | [
"Community and Government > Residential Building > Apartment or Condo"
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"xmax": -122.26908190447452,
"ymax": 37.86613178311294
} |
|
c64cd5c733ec46fdd456b42f | Niki Beach | null | null | Καμαριώτισσα | Σαμοθράκη | null | 680 02 | null | null | null | GR | 2015-05-02 | 2023-02-28 | null | 2551 041545 | http://www.nikibeach.gr | null | null | null | null | null | null | {
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|
d8d6db93ad3148c8eea2df4d | The Good Life Chiropractic | 38.561667 | -121.759345 | 2043 Anderson Rd Ste D | Davis | CA | 95616 | null | null | null | US | 2015-04-05 | 2024-10-15 | null | (530) 297-5683 | http://thegoodlifedavis.com | 499,711,373,419,307 | null | null | [
"52e81612bcbc57f1066b7a3a"
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"Health and Medicine > Chiropractor"
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} |
|
5bdd3da043d1e2c7d1306219 | PostNord Paketbox | null | null | Lejonslättsg. 10 | Mölndal | Västra Götalands Län | 431 64 | null | null | null | SE | 2023-06-18 | 2023-12-05 | null | null | null | null | null | null | null | null | null | null | {
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714b33127af447d9b769d42a | Chipotle Mexican Grill | null | null | 1822 3RD ST S St Street Level | Jacksonville Beach | FL | 32250 | null | null | null | US | 2022-09-09 | 2023-12-01 | null | null | null | null | null | null | null | null | null | null | {
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} |
4f049409722ee7313a628e3e | Cycleworks | 38.628024 | -122.876187 | 1401 Grove St | Healdsburg | CA | 95448 | null | null | null | US | 2012-01-04 | 2024-10-14 | null | (707) 431-0404 | http://www.cycleworks.co | null | null | null | null | [
"52f2ab2ebcbc57f1066b8b44"
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"Business and Professional Services > Automotive Service > Automotive Repair Shop"
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"xmax": -122.87618672190462,
"ymax": 38.62802437903133
} |
7d3cb741b399cb009c29286c | Tesla | null | null | 8221 W Sunset Blvd | West Hollywood | CA | 90046 | null | null | null | US | 2023-04-21 | 2023-12-01 | null | (323) 656-1010 | null | null | null | null | null | [
"4eb1c1623b7b52c0e1adc2ec"
] | [
"Retail > Automotive Retail > Car Dealership"
] | null | {
"xmin": null,
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} |
07e1d4fb6a2c49bf312dc46e | Koan's Orchard | null | null | 12183 Beecher Rd | Clayton | MI | 49235 | null | null | null | US | 2016-08-05 | 2023-11-28 | null | (810) 659-8720 | null | null | null | null | null | [
"63be6904847c3692a84b9b26"
] | [
"Business and Professional Services > Agriculture and Forestry Service"
] | null | {
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} |
73d5b4992e40cbc167404a14 | Hyundai | 37.998681 | -122.054812 | 4901 Marsh Dr | Concord | CA | 94520 | null | null | null | US | 2023-02-23 | 2023-12-01 | null | (925) 429-8445 | null | null | null | null | [
"4eb1c1623b7b52c0e1adc2ec"
] | [
"Retail > Automotive Retail > Car Dealership"
] | [
0,
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} |
|
4858ddc9f0eb444b093d2537 | Goldstar Tutors | null | null | 60 Dale St | Liverpool | Merseyside | L2 5ST | England | Liverpool | null | GB | 2019-07-12 | 2023-12-04 | null | 07855 518649 | http://www.goldstartutors.co.uk | null | null | null | null | [
"52e81612bcbc57f1066b7a46"
] | [
"Community and Government > Education > Private School"
] | null | {
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} |
4ffb01d7f13633933ed35f54 | A Temporary Offering | 37.780993 | -122.412157 | 1100 Market St | San Francisco | CA | 94102 | null | null | null | US | 2012-07-09 | 2021-08-12 | 2013-11-15 | (415) 626-5200 | null | null | null | null | atemporaryoffer | [
"4bf58dd8d48988d1e0931735"
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3def85b12d804b1b6d54f0cb | Gospodarstwo Agroturystyczne | null | null | Szczawnik 27 | Muszyna | Małopolskie | 33-370 | null | null | null | PL | 2015-06-09 | 2023-03-12 | null | 18 471 40 19 | http://www.agroturystyka.pl | null | null | null | null | [
"4d4b7105d754a06379d81259"
] | [
"Travel and Transportation"
] | null | {
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0cf4576d540db7521f60b4bd | Pep Boys | null | null | 114 Plaza Dr # 173 | Vallejo | CA | 94591 | null | null | null | US | 2022-09-09 | 2023-11-28 | null | null | null | null | null | null | null | null | null | null | {
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5094671ce4b0ad0d951c2eb5 | Hall Brother's Funeral Home | 39.926723 | -122.182473 | 902 5th St | Corning | CA | 96021 | null | null | null | US | 2012-11-03 | 2024-10-12 | null | null | null | null | null | null | null | [
"4f4534884b9074f6e4fb0174"
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1705dbe4cf65403c0531716b | Paradigm Imaging | null | null | 64301 Highway 434 | Lacombe | LA | 70445 | null | null | null | US | 2016-02-14 | 2023-11-30 | null | (985) 882-4500 | http://www.paradigmfootcare.net | null | null | null | null | [
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"Health and Medicine"
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6cc48c0fe02b45f875353f5d | APiS d.o.o. | null | null | Slavonski Brod, Nikole Zrinskog 57 | Slavonski Brod | Brodsko-posavska | 35000 | null | null | null | HR | 2015-05-21 | 2023-12-06 | null | 035 441 370 | null | null | null | null | null | [
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e433f225fc364e2ea1904224 | ЛУЧ ПТФ | null | null | Гончарова Ул., д. 36 | Алатырь | Чувашская Республика | 429800 | null | null | null | RU | 2014-08-25 | 2023-12-06 | null | 8 (835) 315-02-49 | null | null | null | null | null | null | null | null | {
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90546f7abb78485431511b56 | САНАТОРНЫЙ ДЕТСКИЙ ДОМ ДЛЯ ДЕТЕЙ-СИРОТ№23 | null | null | Филевский бульв., 1 корп. 2 | Москва | Москва | 121601 | null | null | null | RU | 2013-08-26 | 2023-12-06 | null | 8 (495) 142-18-14 | null | null | null | null | null | [
"4e52d2d203646f7c19daa8ae"
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"Community and Government > Animal Shelter"
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23366efd4783451d2ac52486 | Operadora de Restaurantes, Imj | null | null | Calzada Ada del Hueso 465 5 | Ciudad de México | Ciudad de México | 04920 | null | null | null | MX | 2010-10-15 | 2023-12-06 | null | 55 5678 3057 | null | null | null | null | null | [
"4d4b7105d754a06374d81259"
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5dec409264524eb4b1e18edf | Autohaus am Stadtpark Holderbaum GmbH | null | null | Pirmasenser Str. 57 | Kaiserslautern | Rheinland-Pfalz | 67655 | null | null | null | DE | 2010-05-07 | 2023-12-14 | null | 04963 1316250 | http://www.holderbaum.de | null | null | null | null | null | null | null | {
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End of preview. Expand
in Dataset Viewer.
Access FSQ OS Places
With Foursquare’s Open Source Places, you can access free data to accelerate geospatial innovation and insights. View the Places OS Data Schemas for a full list of available attributes.
Prerequisites
In order to access Foursquare's Open Source Places data, it is recommended to use Spark. Here is how to load the Places data in Spark from Hugging Face.
- For Spark 3, you can use the
read_parquet
helper function from the HF Spark documentation. It provides an easy API to load a Spark Dataframe from Hugging Face, without having to download the full dataset locally:places = read_parquet("hf://datasets/foursquare/fsq-os-places/release/dt=*/places/parquet/*.parquet")
- For Spark 4, there will be an official Hugging Face Spark data source available.
Alternatively you can download the following files to your local disk or cluster:
- Parquet Files:
- Places - release/dt=2024-12-03/places/parquet
- Categories - release/dt=2024-12-03/categories/parquet
Hugging Face provides the following download options.
Example Queries
The following are examples on how to query FSQ Open Source Places using Athena and Spark:
- Filter Categories by the parent level
- Filter out non-commercial venues
- Find open and recently active POI
Filter by Parent Level Category
SparkSQL
WITH places_exploded_categories AS (
-- Unnest categories array
SELECT fsq_place_id,
name,
explode(fsq_category_ids) as fsq_category_id
FROM places
),
distinct_places AS (
SELECT
DISTINCT(fsq_place_id) -- Get distinct ids to reduce duplicates from explode function
FROM places_exploded_categories p
JOIN categories c -- Join to categories to filter on Level 2 Category
ON p.fsq_category_id = c.category_id
WHERE c.level2_category_id = '4d4b7105d754a06374d81259' -- Restaurants
)
SELECT * FROM places
WHERE fsq_place_id IN (SELECT fsq_place_id FROM distinct_places)
Filter out Non-Commercial Categories
SparkSQL
SELECT * FROM places
WHERE arrays_overlap(fsq_category_ids, array('4bf58dd8d48988d1f0931735', -- Airport Gate
'62d587aeda6648532de2b88c', -- Beer Festival
'4bf58dd8d48988d12b951735', -- Bus Line
'52f2ab2ebcbc57f1066b8b3b', -- Christmas Market
'50aa9e094b90af0d42d5de0d', -- City
'5267e4d9e4b0ec79466e48c6', -- Conference
'5267e4d9e4b0ec79466e48c9', -- Convention
'530e33ccbcbc57f1066bbff7', -- Country
'5345731ebcbc57f1066c39b2', -- County
'63be6904847c3692a84b9bb7', -- Entertainment Event
'4d4b7105d754a06373d81259', -- Event
'5267e4d9e4b0ec79466e48c7', -- Festival
'4bf58dd8d48988d132951735', -- Hotel Pool
'52f2ab2ebcbc57f1066b8b4c', -- Intersection
'50aaa4314b90af0d42d5de10', -- Island
'58daa1558bbb0b01f18ec1fa', -- Line
'63be6904847c3692a84b9bb8', -- Marketplace
'4f2a23984b9023bd5841ed2c', -- Moving Target
'5267e4d9e4b0ec79466e48d1', -- Music Festival
'4f2a25ac4b909258e854f55f', -- Neighborhood
'5267e4d9e4b0ec79466e48c8', -- Other Event
'52741d85e4b0d5d1e3c6a6d9', -- Parade
'4bf58dd8d48988d1f7931735', -- Plane
'4f4531504b9074f6e4fb0102', -- Platform
'4cae28ecbf23941eb1190695', -- Polling Place
'4bf58dd8d48988d1f9931735', -- Road
'5bae9231bedf3950379f89c5', -- Sporting Event
'530e33ccbcbc57f1066bbff8', -- State
'530e33ccbcbc57f1066bbfe4', -- States and Municipalities
'52f2ab2ebcbc57f1066b8b54', -- Stoop Sale
'5267e4d8e4b0ec79466e48c5', -- Street Fair
'53e0feef498e5aac066fd8a9', -- Street Food Gathering
'4bf58dd8d48988d130951735', -- Taxi
'530e33ccbcbc57f1066bbff3', -- Town
'5bae9231bedf3950379f89c3', -- Trade Fair
'4bf58dd8d48988d12a951735', -- Train
'52e81612bcbc57f1066b7a24', -- Tree
'530e33ccbcbc57f1066bbff9', -- Village
)) = false
Find Open and Recently Active POI
SparkSQL
SELECT * FROM places p
WHERE p.date_closed IS NULL
AND p.date_refreshed >= DATE_SUB(current_date(), 365);
Appendix
Non-Commercial Categories Table
Category Name | Category ID |
---|---|
Airport Gate | 4bf58dd8d48988d1f0931735 |
Beer Festival | 62d587aeda6648532de2b88c |
Bus Line | 4bf58dd8d48988d12b951735 |
Christmas Market | 52f2ab2ebcbc57f1066b8b3b |
City | 50aa9e094b90af0d42d5de0d |
Conference | 5267e4d9e4b0ec79466e48c6 |
Convention | 5267e4d9e4b0ec79466e48c9 |
Country | 530e33ccbcbc57f1066bbff7 |
County | 5345731ebcbc57f1066c39b2 |
Entertainment Event | 63be6904847c3692a84b9bb7 |
Event | 4d4b7105d754a06373d81259 |
Festival | 5267e4d9e4b0ec79466e48c7 |
Hotel Pool | 4bf58dd8d48988d132951735 |
Intersection | 52f2ab2ebcbc57f1066b8b4c |
Island | 50aaa4314b90af0d42d5de10 |
Line | 58daa1558bbb0b01f18ec1fa |
Marketplace | 63be6904847c3692a84b9bb8 |
Moving Target | 4f2a23984b9023bd5841ed2c |
Music Festival | 5267e4d9e4b0ec79466e48d1 |
Neighborhood | 4f2a25ac4b909258e854f55f |
Other Event | 5267e4d9e4b0ec79466e48c8 |
Parade | 52741d85e4b0d5d1e3c6a6d9 |
Plane | 4bf58dd8d48988d1f7931735 |
Platform | 4f4531504b9074f6e4fb0102 |
Polling Place | 4cae28ecbf23941eb1190695 |
Road | 4bf58dd8d48988d1f9931735 |
State | 530e33ccbcbc57f1066bbff8 |
States and Municipalities | 530e33ccbcbc57f1066bbfe4 |
Stopp Sale | 52f2ab2ebcbc57f1066b8b54 |
Street Fair | 5267e4d8e4b0ec79466e48c5 |
Street Food Gathering | 53e0feef498e5aac066fd8a9 |
Taxi | 4bf58dd8d48988d130951735 |
Town | 530e33ccbcbc57f1066bbff3 |
Trade Fair | 5bae9231bedf3950379f89c3 |
Train | 4bf58dd8d48988d12a951735 |
Tree | 52e81612bcbc57f1066b7a24 |
Village | 530e33ccbcbc57f1066bbff9 |
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