Dataset Viewer
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name
string
address
string
lat
float64
lng
float64
types
string
osm_link
string
image_link
string
osm_type
string
osm_id
int64
(Unnamed)
null
-6.591332
106.800166
leisure:sports_centre, sport:basketball
https://www.openstreetmap.org/node/856136559
null
node
856,136,559
Lapangan Sempur
null
-6.591656
106.800775
leisure:sports_centre
https://www.openstreetmap.org/node/1014201022
null
node
1,014,201,022
Lapangan FMIPA UI
null
-6.369105
106.827021
leisure:sports_centre
https://www.openstreetmap.org/node/1287380201
null
node
1,287,380,201
Tigaraksa
null
-6.269113
106.484353
leisure:pitch
https://www.openstreetmap.org/node/1308646245
null
node
1,308,646,245
(Unnamed)
null
-6.209314
106.794955
leisure:swimming_pool, sport:swimming
https://www.openstreetmap.org/node/1345845585
null
node
1,345,845,585
Gold's Gym
null
-6.291654
106.800954
leisure:sports_centre
https://www.openstreetmap.org/node/1357994422
null
node
1,357,994,422
Taman Rasuna Gym
null
-6.220172
106.836784
leisure:sports_centre
https://www.openstreetmap.org/node/1395485008
null
node
1,395,485,008
Lapangan Haji Sayuti
Jalan Plafon
-6.187704
106.886713
leisure:sports_centre
https://www.openstreetmap.org/node/1682943698
null
node
1,682,943,698
(Unnamed)
null
-6.585566
106.877197
leisure:swimming_pool, sport:swimming
https://www.openstreetmap.org/node/1708393548
null
node
1,708,393,548
Taman Pajajaran Sports and Recreation Centre
null
-6.618128
106.824184
leisure:sports_centre
https://www.openstreetmap.org/node/1736977471
null
node
1,736,977,471
(Unnamed)
null
-6.547728
106.782584
leisure:sports_centre
https://www.openstreetmap.org/node/1738849015
null
node
1,738,849,015
Villa Duta Clubhouse
null
-6.609816
106.817155
leisure:sports_centre
https://www.openstreetmap.org/node/1739404433
null
node
1,739,404,433
Waterpark Citra Indah
null
-6.446952
107.035167
leisure:swimming_pool, sport:swimming
https://www.openstreetmap.org/node/1783242617
null
node
1,783,242,617
GYM
null
-6.389001
106.814491
leisure:sports_centre, sport:gymnastics
https://www.openstreetmap.org/node/1839294572
null
node
1,839,294,572
Lapangan Futsal Chicago
null
-6.388091
106.853135
leisure:park, sport:soccer
https://www.openstreetmap.org/node/1846437664
null
node
1,846,437,664
Taman Angsa
null
-6.772024
106.791572
leisure:swimming_pool, sport:swimming
https://www.openstreetmap.org/node/1848296783
null
node
1,848,296,783
Bukit Dago Swimming pool
null
-6.364852
106.705343
leisure:swimming_pool, sport:swimming
https://www.openstreetmap.org/node/1853999332
null
node
1,853,999,332
Gymnasium UI
null
-6.366937
106.821758
leisure:sports_centre, sport:basketball
https://www.openstreetmap.org/node/1855366594
null
node
1,855,366,594
(Unnamed)
null
-6.221701
106.833804
leisure:sports_centre, sport:climbing
https://www.openstreetmap.org/node/1912469563
null
node
1,912,469,563
JB Futsal
null
-6.298418
107.150177
leisure:sports_centre, sport:soccer
https://www.openstreetmap.org/node/1994908568
null
node
1,994,908,568
Silat Bogor
null
-6.609761
106.805198
leisure:sports_centre, sport:silat
https://www.openstreetmap.org/node/2007444544
null
node
2,007,444,544
Air Panas
null
-6.768012
106.979625
leisure:swimming_pool, sport:swimming
https://www.openstreetmap.org/node/2285872167
null
node
2,285,872,167
LAP. BOLA
null
-6.634479
106.82799
leisure:sports_centre, sport:soccer
https://www.openstreetmap.org/node/2312556394
null
node
2,312,556,394
(Unnamed)
null
-6.258036
106.963506
leisure:pitch, sport:badminton
https://www.openstreetmap.org/node/2323138583
null
node
2,323,138,583
(Unnamed)
null
-6.258278
106.963482
leisure:pitch, sport:basketball
https://www.openstreetmap.org/node/2323138586
null
node
2,323,138,586
(Unnamed)
null
-6.259516
106.743086
leisure:sports_centre
https://www.openstreetmap.org/node/2377260404
null
node
2,377,260,404
Sports Centre
null
-6.639344
106.804614
leisure:sports_centre
https://www.openstreetmap.org/node/2399024787
null
node
2,399,024,787
Sports Centre
null
-6.640937
106.804893
leisure:sports_centre
https://www.openstreetmap.org/node/2399024788
null
node
2,399,024,788
Lapangan BuluTangkis
null
-6.303511
106.930968
leisure:pitch, sport:racquet
https://www.openstreetmap.org/node/2514083084
null
node
2,514,083,084
Tempat Olahraga
null
-6.305525
106.932087
leisure:pitch, sport:racquet
https://www.openstreetmap.org/node/2514083091
null
node
2,514,083,091
Volley Field
null
-6.303562
106.930975
leisure:pitch, sport:volleyball
https://www.openstreetmap.org/node/2514083093
null
node
2,514,083,093
Futsal
null
-6.332136
106.94545
leisure:sports_centre
https://www.openstreetmap.org/node/2640372950
null
node
2,640,372,950
Badminton
null
-6.332388
106.945371
leisure:sports_centre
https://www.openstreetmap.org/node/2640373412
null
node
2,640,373,412
Vidite Futsal
null
-6.330489
106.948116
leisure:sports_centre
https://www.openstreetmap.org/node/2640384528
null
node
2,640,384,528
Ngiring Raos Table Tennis
null
-6.330344
106.947895
leisure:sports_centre
https://www.openstreetmap.org/node/2640384668
null
node
2,640,384,668
Sirkus Indoor Waterpark
null
-6.311222
106.953311
leisure:swimming_pool
https://www.openstreetmap.org/node/2640579936
null
node
2,640,579,936
Andalas Futsal
null
-6.315674
106.950629
leisure:sports_centre
https://www.openstreetmap.org/node/2641720771
null
node
2,641,720,771
Kolam Renang Cisehat
null
-6.631943
106.774635
leisure:swimming_pool, sport:swimming
https://www.openstreetmap.org/node/2820152891
null
node
2,820,152,891
Kolam Renang Marinas
null
-6.678151
106.853905
leisure:swimming_pool, sport:swimming
https://www.openstreetmap.org/node/2820156618
null
node
2,820,156,618
(Unnamed)
null
-6.361109
106.832862
leisure:swimming_pool
https://www.openstreetmap.org/node/3048356180
null
node
3,048,356,180
(Unnamed)
null
-6.337537
106.77707
leisure:swimming_pool
https://www.openstreetmap.org/node/3048427607
null
node
3,048,427,607
(Unnamed)
null
-6.337705
106.778747
leisure:swimming_pool
https://www.openstreetmap.org/node/3048427608
null
node
3,048,427,608
(Unnamed)
null
-6.337853
106.777323
leisure:swimming_pool
https://www.openstreetmap.org/node/3048427609
null
node
3,048,427,609
(Unnamed)
null
-6.337966
106.778105
leisure:swimming_pool
https://www.openstreetmap.org/node/3048427610
null
node
3,048,427,610
(Unnamed)
null
-6.338233
106.776402
leisure:swimming_pool
https://www.openstreetmap.org/node/3048427611
null
node
3,048,427,611
(Unnamed)
null
-6.338527
106.77661
leisure:swimming_pool
https://www.openstreetmap.org/node/3048427614
null
node
3,048,427,614
(Unnamed)
null
-6.338684
106.776869
leisure:swimming_pool
https://www.openstreetmap.org/node/3048427619
null
node
3,048,427,619
(Unnamed)
null
-6.339005
106.778458
leisure:swimming_pool
https://www.openstreetmap.org/node/3048439621
null
node
3,048,439,621
Lake Club House
Jalan Sutera Utama
-6.257389
106.657249
leisure:sports_centre
https://www.openstreetmap.org/node/3673494420
null
node
3,673,494,420
Lapangan RT 09 Vila Mahkota Pesona
Kabupaten Bogor, 16969
-6.32342
106.962922
leisure:pitch, sport:volleyball
https://www.openstreetmap.org/node/3731243596
null
node
3,731,243,596
Lapangan RT 10 Vila Mahkota Pesona
Kabupaten Bogor, 16969
-6.324122
106.9635
leisure:pitch, sport:multi
https://www.openstreetmap.org/node/3731252531
null
node
3,731,252,531
Lapangan Bulutangkis RT 09 Vila Mahkota Pesona
Kabupaten Bogor, 16969
-6.323962
106.962631
leisure:pitch, sport:multi
https://www.openstreetmap.org/node/3731259055
null
node
3,731,259,055
GOR Periuk
null
-6.170165
106.594476
leisure:sports_centre, sport:basketball
https://www.openstreetmap.org/node/3759813101
null
node
3,759,813,101
Gedung Olahraga
Jalan Swatantra 2, Jatiasih, 17424
-6.288726
106.967607
leisure:sports_centre, sport:badminton
https://www.openstreetmap.org/node/4146179951
null
node
4,146,179,951
GOR Velodrome Rawamangun
Jalan Pemuda, East Jakarta, 13220
-6.193181
106.889096
leisure:stadium
https://www.openstreetmap.org/node/4242680779
null
node
4,242,680,779
Tangkas Sports Center
Jl. Tanjung Duren Komplek Greenville Blok Q Tahap III, West Jakarta, 11450
-6.168858
106.777276
leisure:sports_centre
https://www.openstreetmap.org/node/4247777101
null
node
4,247,777,101
Asaba Sport Center
Pluit Selatan Raya, North Jakarta, 14450
-6.126223
106.787665
leisure:sports_centre
https://www.openstreetmap.org/node/4255795014
null
node
4,255,795,014
kolam renang suka suka
null
-6.46756
106.837861
leisure:swimming_pool, sport:swimming
https://www.openstreetmap.org/node/4262469391
null
node
4,262,469,391
Gold's Gym Thamrin City
Jalan KH Mas Mansyur
-6.194474
106.814896
leisure:fitness_centre
https://www.openstreetmap.org/node/4288913789
null
node
4,288,913,789
Wall Claimbing Kappa UI
null
-6.36255
106.825551
leisure:sports_centre, sport:climbing
https://www.openstreetmap.org/node/4346332171
null
node
4,346,332,171
(Unnamed)
null
-6.504126
106.770108
leisure:swimming_pool
https://www.openstreetmap.org/node/4507556690
null
node
4,507,556,690
(Unnamed)
Jalan Pasir Mulya 4
-6.595962
106.777243
leisure:fitness_centre
https://www.openstreetmap.org/node/4582250090
null
node
4,582,250,090
(Unnamed)
Jalan Pasir Mulya 4 1, 16168
-6.59942
106.778001
leisure:fitness_centre
https://www.openstreetmap.org/node/4582250389
null
node
4,582,250,389
Water Joy
null
-6.392987
106.999478
leisure:swimming_pool
https://www.openstreetmap.org/node/4696829628
null
node
4,696,829,628
futsal harvest
null
-6.393028
106.998868
leisure:sports_centre
https://www.openstreetmap.org/node/4714910590
null
node
4,714,910,590
(Unnamed)
null
-6.223856
106.869051
leisure:fitness_centre
https://www.openstreetmap.org/node/4840727722
null
node
4,840,727,722
Venetian Water Carnaval
Perum. Villa Mutiara Gading 2 RW 16
-6.218768
107.035974
leisure:sports_centre
https://www.openstreetmap.org/node/5057824852
null
node
5,057,824,852
lapangan futsal c2
null
-6.098819
106.962051
leisure:pitch
https://www.openstreetmap.org/node/5063888617
null
node
5,063,888,617
Lapangan Badminton
Jalan Kayumanis RW 03
-6.536796
106.768172
leisure:pitch, sport:badminton
https://www.openstreetmap.org/node/5068059901
null
node
5,068,059,901
PIK Fit
null
-6.107868
106.750416
leisure:fitness_centre
https://www.openstreetmap.org/node/5174025555
null
node
5,174,025,555
Graha Kresna
Jatiwaringin Asri, Bekasi, 17411
-6.271583
106.922884
leisure:sports_centre, sport:swimming
https://www.openstreetmap.org/node/5253392521
null
node
5,253,392,521
(Unnamed)
null
-6.341131
106.736025
leisure:pitch, sport:woodball
https://www.openstreetmap.org/node/5282521343
null
node
5,282,521,343
Muncang Futsal
null
-6.116243
106.906924
leisure:pitch, sport:futsal
https://www.openstreetmap.org/node/5308404772
null
node
5,308,404,772
Lapangan Bulutangkis Muncang
null
-6.116082
106.906669
leisure:pitch
https://www.openstreetmap.org/node/5308425008
null
node
5,308,425,008
Larangan Pool
null
-6.225495
106.734533
leisure:swimming_pool
https://www.openstreetmap.org/node/5362545055
null
node
5,362,545,055
(Unnamed)
null
-6.372617
106.84959
leisure:pitch, sport:tennis
https://www.openstreetmap.org/node/5367308611
null
node
5,367,308,611
(Unnamed)
null
-6.151331
106.773134
leisure:pitch, sport:basketball
https://www.openstreetmap.org/node/5368200379
null
node
5,368,200,379
(Unnamed)
null
-6.257957
106.738157
leisure:pitch, sport:volleyball
https://www.openstreetmap.org/node/5636349112
null
node
5,636,349,112
Celebrity Fitness
null
-6.176417
106.791268
leisure:fitness_centre
https://www.openstreetmap.org/node/5896082685
null
node
5,896,082,685
Gold's Gym
null
-6.168674
106.785917
leisure:fitness_centre
https://www.openstreetmap.org/node/5898211585
null
node
5,898,211,585
Fitness First Platinum
null
-6.227002
106.796923
leisure:fitness_centre
https://www.openstreetmap.org/node/6071138186
null
node
6,071,138,186
(Unnamed)
null
-6.172132
106.624874
leisure:fitness_centre
https://www.openstreetmap.org/node/6154755987
null
node
6,154,755,987
(Unnamed)
null
-6.176697
106.626443
leisure:fitness_centre
https://www.openstreetmap.org/node/6154802286
null
node
6,154,802,286
(Unnamed)
null
-6.166077
106.808773
leisure:fitness_centre
https://www.openstreetmap.org/node/6183158385
null
node
6,183,158,385
(Unnamed)
Jalan Musi 15
-6.1747
106.809367
leisure:fitness_centre
https://www.openstreetmap.org/node/6185591488
null
node
6,185,591,488
20 Fit
null
-6.175125
106.788192
leisure:fitness_centre
https://www.openstreetmap.org/node/6210484490
null
node
6,210,484,490
(Unnamed)
null
-6.17884
106.783494
leisure:fitness_centre
https://www.openstreetmap.org/node/6210490793
null
node
6,210,490,793
(Unnamed)
null
-6.191979
106.805982
leisure:fitness_centre
https://www.openstreetmap.org/node/6213079008
null
node
6,213,079,008
(Unnamed)
null
-6.281372
106.844378
leisure:fitness_centre
https://www.openstreetmap.org/node/6230131393
null
node
6,230,131,393
(Unnamed)
null
-6.150483
106.808009
leisure:fitness_centre
https://www.openstreetmap.org/node/6236279590
null
node
6,236,279,590
(Unnamed)
null
-6.197815
106.621449
leisure:fitness_centre
https://www.openstreetmap.org/node/6264007295
null
node
6,264,007,295
(Unnamed)
null
-6.150849
106.81566
leisure:fitness_centre
https://www.openstreetmap.org/node/6265881487
null
node
6,265,881,487
(Unnamed)
null
-6.150047
106.814656
leisure:fitness_centre
https://www.openstreetmap.org/node/6265898685
null
node
6,265,898,685
(Unnamed)
null
-6.287685
106.795607
leisure:fitness_centre
https://www.openstreetmap.org/node/6281175588
null
node
6,281,175,588
(Unnamed)
null
-6.13058
106.842258
leisure:fitness_centre
https://www.openstreetmap.org/node/6318643888
null
node
6,318,643,888
(Unnamed)
null
-6.263386
106.798424
leisure:fitness_centre
https://www.openstreetmap.org/node/6357841387
null
node
6,357,841,387
(Unnamed)
null
-6.163618
106.807421
leisure:fitness_centre
https://www.openstreetmap.org/node/6393446988
null
node
6,393,446,988
(Unnamed)
null
-6.123396
106.804674
leisure:fitness_centre
https://www.openstreetmap.org/node/6400698098
null
node
6,400,698,098
GOR PASIR NANGKA
null
-6.244723
106.472563
leisure:pitch
https://www.openstreetmap.org/node/6594751767
null
node
6,594,751,767
Tunaspoker
jakarta raya jakarta raya, Abbeville, 15417
-6.271416
106.75242
leisure:sports_centre
https://www.openstreetmap.org/node/6604464785
null
node
6,604,464,785
End of preview. Expand in Data Studio

This is The initial dataset we scraped from open maps

this dataset has not been cleaned yet be aware!

# requirements 
!pip install requests

script

import csv
import time
import requests
from urllib.parse import quote

OUT_CSV = "jabodetabek_sports_osm.csv"

BBOX = (-6.80, 106.30, -5.90, 107.20)

OVERPASS_URL = "https://overpass-api.de/api/interpreter"
WIKIDATA_ENTITY_URL = "https://www.wikidata.org/wiki/Special:EntityData/{qid}.json"

FETCH_WIKIDATA_IMAGES = True

HEADERS = {"User-Agent": "jabodetabek-sports-scraper/1.0 (contact: [email protected])"}

def osm_browse_link(osm_type: str, osm_id: int) -> str:
    return f"https://www.openstreetmap.org/{osm_type}/{osm_id}"

def commons_file_url(filename: str, width: int = 1600) -> str:

    fn = filename.strip()
    if fn.lower().startswith("file:"):
        fn = fn.split(":", 1)[1]
    return f"https://commons.wikimedia.org/wiki/Special:FilePath/{quote(fn)}?width={width}"

def extract_image_link(tags: dict) -> str:

    img = tags.get("image")
    if img:
        if img.startswith("http"):
            return img
        return commons_file_url(img)

    wm = tags.get("wikimedia_commons")
    if wm:
        return commons_file_url(wm)

    qid = tags.get("wikidata")
    if FETCH_WIKIDATA_IMAGES and qid and qid.upper().startswith("Q"):
        try:
            r = requests.get(WIKIDATA_ENTITY_URL.format(qid=qid), headers=HEADERS, timeout=30)
            if r.status_code == 200:
                data = r.json()
                ent = data.get("entities", {}).get(qid.upper(), {})
                claims = ent.get("claims", {})
                p18 = claims.get("P18", [])
                if p18:
                    filename = p18[0]["mainsnak"]["datavalue"]["value"]
                    return commons_file_url(filename)
        except Exception:
            pass

    return ""

def compose_address(tags: dict) -> str:

    if "addr:full" in tags:
        return tags["addr:full"]

    parts = []

    street = tags.get("addr:street")
    houseno = tags.get("addr:housenumber")
    if street and houseno:
        parts.append(f"{street} {houseno}")
    elif street:
        parts.append(street)

    for k in ("addr:neighbourhood", "addr:suburb", "addr:village"):
        if tags.get(k):
            parts.append(tags[k])

    for k in ("addr:city", "addr:municipality", "addr:county"):
        if tags.get(k):
            parts.append(tags[k])

    for k in ("addr:province", "addr:state"):
        if tags.get(k):
            parts.append(tags[k])

    if tags.get("addr:postcode"):
        parts.append(tags["addr:postcode"])

    return ", ".join(parts)

def build_types(tags: dict) -> str:
    bits = []
    if "leisure" in tags:
        bits.append(f"leisure:{tags['leisure']}")
    if "amenity" in tags:
        bits.append(f"amenity:{tags['amenity']}")
    if "sport" in tags:
        bits.append(f"sport:{tags['sport']}")
    return ", ".join(bits)

def fetch_overpass(bbox):
    s, w, n, e = bbox

    leisure_regex = "^(sports_centre|fitness_centre|stadium|pitch|swimming_pool|track)$"

    query = f"""
    [out:json][timeout:180];
    (
      node["leisure"~"{leisure_regex}"]({s},{w},{n},{e});
      way["leisure"~"{leisure_regex}"]({s},{w},{n},{e});
      relation["leisure"~"{leisure_regex}"]({s},{w},{n},{e});

      // Any feature explicitly tagged with sport=*, but avoid retail shops
      node["sport"]["shop"!~".*"]({s},{w},{n},{e});
      way["sport"]["shop"!~".*"]({s},{w},{n},{e});
      relation["sport"]["shop"!~".*"]({s},{w},{n},{e});
    );
    out center tags;
    """
    r = requests.post(OVERPASS_URL, data={"data": query}, headers=HEADERS, timeout=180)
    r.raise_for_status()
    return r.json().get("elements", [])

def element_coords(el) -> tuple[float, float]:
    if el["type"] == "node":
        return el.get("lat"), el.get("lon")

    c = el.get("center") or {}
    return c.get("lat"), c.get("lon")

def main():
    elements = fetch_overpass(BBOX)
    seen = set()
    rows = []

    for el in elements:
        el_type = el.get("type")            

        el_id = el.get("id")
        tags = el.get("tags", {}) or {}

        key = (el_type, el_id)
        if key in seen:
            continue
        seen.add(key)

        lat, lon = element_coords(el)
        if lat is None or lon is None:
            continue

        name = tags.get("name") or "(Unnamed)"
        addr = compose_address(tags)
        types = build_types(tags)
        osm_link = osm_browse_link(el_type, el_id)
        image_link = extract_image_link(tags)

        likely_sporty = (
            "leisure" in tags and tags["leisure"] in
            {"sports_centre", "fitness_centre", "stadium", "pitch", "swimming_pool", "track"}
        ) or ("sport" in tags)

        if not likely_sporty:
            continue

        rows.append({
            "name": name,
            "address": addr,
            "lat": lat,
            "lng": lon,
            "types": types,
            "osm_link": osm_link,
            "image_link": image_link,
            "osm_type": el_type,
            "osm_id": el_id,
        })

    fieldnames = ["name", "address", "lat", "lng", "types", "osm_link", "image_link", "osm_type", "osm_id"]
    with open(OUT_CSV, "w", newline="", encoding="utf-8") as f:
        w = csv.DictWriter(f, fieldnames=fieldnames)
        w.writeheader()
        for row in rows:
            w.writerow(row)

    print(f"Saved {len(rows)} places to {OUT_CSV}")

if __name__ == "__main__":
    main()
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