|
--- |
|
license: apache-2.0 |
|
--- |
|
# 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](https://docs.foursquare.com/data-products/docs/places-os-data-schema) for a full list of available attributes. |
|
|
|
## Prerequisites |
|
|
|
In order to access Foursquare's Open Source Places data, you will need to download the following files: |
|
|
|
- Parquet Files: |
|
- **Places** - [release/dt=2024-11-19/places/parquet](https://huggingface.co/datasets/foursquarelabsadmin/fsq-open-src-places-test/tree/main/release/dt%3D2024-11-19/places/parquet) |
|
- **Categories** - [release/dt=2024-11-19/categories/parquet](https://huggingface.co/datasets/foursquarelabsadmin/fsq-open-src-places-test/tree/main/release/dt%3D2024-11-19/categories/parquet) |
|
|
|
Hugging Face provides the following [download options](https://huggingface.co/docs/hub/datasets-downloading). |
|
|
|
## Example Queries |
|
|
|
The following are examples on how to query FSQ Open Source Places using Athena and Spark: |
|
|
|
- Filter [Categories](https://docs.foursquare.com/data-products/docs/categories#places-open-source--propremium-flat-file) by the parent level |
|
- Filter out [non-commercial venues](#non-commercial-categories-table) |
|
- Find open and recently active POI |
|
|
|
### Filter by Parent Level Category |
|
|
|
**SparkSQL** |
|
```sql 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** |
|
```sql 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** |
|
```sql 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 | |
|
|
