Datasets:
x float64 8.13 11.2 ⌀ | y float64 32.9 37.3 ⌀ | osm_id int64 27.9M 13.2B | osm_type stringclasses 2
values | completeness float64 6.25 40.6 | loc_amenity stringclasses 6
values | meta_healthcare stringclasses 12
values | loc_name stringlengths 3 80 ⌀ | meta_dispensing stringclasses 3
values | addr_street stringlengths 5 74 ⌀ | addr_city stringclasses 110
values | changeset_id int64 3.1M 172M | changeset_version int64 1 22 | changeset_timestamp timestamp[ns, tz=UTC]date 2009-11-12 21:21:55 2025-09-21 22:44:39 | meta_id stringlengths 32 32 | esa_source stringclasses 1
value | esa_processed stringdate 2026-04-21 00:00:00 2026-04-21 00:00:00 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9.82757 | 35.353098 | 7,055,484,385 | node | 9.375 | pharmacy | null | Pharmacie Béchir Lahmar | null | null | null | 104,785,595 | 4 | 2021-05-16T21:14:18 | f81aecfdfa394507b74bb59a06ff6bc7 | HDX | 2026-04-21 |
10.804602 | 34.790704 | 10,039,925,764 | node | 9.375 | null | physiotherapist | مركز العلاج الطبيعي مروى الزواري | null | null | null | 127,720,138 | 3 | 2022-10-18T11:00:23 | c1ab44d385bd4ae694ab02b95311549f | HDX | 2026-04-21 |
null | null | 28,747,473 | way | 15.625 | hospital | hospital | مركز الرعاية الصحية بالحاجب | null | null | null | 93,385,504 | 6 | 2020-11-01T23:53:18 | 5e8c8ef0359d4bf6a7ea8a887932922b | HDX | 2026-04-21 |
10.094533 | 36.819778 | 5,171,194,722 | node | 9.375 | clinic | null | null | null | Avenue Khaled ibn Walid | null | 52,981,532 | 1 | 2017-10-16T12:50:55 | 2852857e33f64d8da21b03853e56d7de | HDX | 2026-04-21 |
null | null | 614,050,553 | way | 12.5 | null | hospital | مستوصف | null | null | أم العرائس | 80,443,878 | 2 | 2020-02-02T18:56:39 | 7cc186bceb7243e9b3cccd25573a2cca | HDX | 2026-04-21 |
null | null | 1,382,787,995 | way | 9.375 | hospital | hospital | null | null | null | null | 165,680,476 | 1 | 2025-05-01T15:02:32 | c28729b036c345fc8f97d39166e3ba91 | HDX | 2026-04-21 |
8.793722 | 34.421506 | 3,206,473,701 | node | 12.5 | pharmacy | pharmacy | null | null | null | قفصة | 81,244,595 | 3 | 2020-02-20T01:35:38 | f552ec23e32047d8b4c5994b3fc5bf6a | HDX | 2026-04-21 |
10.743341 | 36.454867 | 7,635,643,902 | node | 21.875 | null | physiotherapist | Centre de Kinésithérapie et de Rééducation fonctionnelle | null | شارع البيئة | نابل | 98,399,212 | 3 | 2021-01-30T04:46:25 | 54283e8b206743418e31fe3d39e43245 | HDX | 2026-04-21 |
null | null | 790,400,987 | way | 25 | clinic | hospital | مصحة الكرنيش | null | Boulevard Mongi Bali | Sousse | 104,814,469 | 3 | 2021-05-17T09:41:59 | 5b4ee3c558424d308e8eea76f2092cf9 | HDX | 2026-04-21 |
10.750432 | 34.739976 | 10,697,141,905 | node | 15.625 | clinic | null | مصحة الكشف بالرنين المغناطيسي | null | طريق العين | null | 149,726,732 | 4 | 2024-04-08T09:51:55 | 39f650368b6a43d189aaec5847835d42 | HDX | 2026-04-21 |
10.276418 | 36.863138 | 9,026,976,981 | node | 6.25 | pharmacy | null | null | null | null | null | 110,077,704 | 1 | 2021-08-22T20:08:05 | 83f7b388173746a2891415689ff1ead0 | HDX | 2026-04-21 |
null | null | 1,329,436,932 | way | 12.5 | hospital | hospital | Centre Alwassit Médical | null | null | null | 158,553,298 | 1 | 2024-10-30T18:05:36 | 91ab7d30a47b4dd5b3d5916261fa3c65 | HDX | 2026-04-21 |
null | null | 1,344,055,370 | way | 12.5 | clinic | clinic | Clinique du centre | null | null | null | 160,428,670 | 1 | 2024-12-20T11:20:20 | b6c7488220c54b8096ddc7c2861232c4 | HDX | 2026-04-21 |
10.769443 | 34.7562 | 968,569,477 | node | 15.625 | clinic | hospital | مصحة الرياض | null | null | null | 77,024,615 | 9 | 2019-11-13T16:24:42 | 18692df0bc274bfda2bb01dbb11a2961 | HDX | 2026-04-21 |
10.555745 | 35.937366 | 3,377,802,230 | node | 12.5 | pharmacy | null | Jaidane Mourad | null | null | سوسة | 97,944,318 | 2 | 2021-01-22T05:31:12 | 80ed31d563e24d478f866591dd95a79b | HDX | 2026-04-21 |
null | null | 564,140,926 | way | 18.75 | hospital | hospital | صيدلية اليوم | null | شارع ابن الخطيب | تونس | 95,372,525 | 3 | 2020-12-06T16:29:14 | fb959f2bc9d645bfa0f5d82418850c2b | HDX | 2026-04-21 |
10.630756 | 35.832608 | 4,546,317,890 | node | 9.375 | dentist | null | Wadie landolsi | null | null | null | 106,244,599 | 3 | 2021-06-12T08:38:17 | 6489f8dfaf5e423ea0775c4b3286ffc6 | HDX | 2026-04-21 |
10.162073 | 36.858579 | 1,887,107,453 | node | 21.875 | pharmacy | null | Pharmacie Fayez Khabthani | null | Avenue Hedi Nouira | Ennasr 2 | 82,430,131 | 4 | 2020-03-20T11:46:45 | 0c995653df944c19b0b1ae6e95c8ce17 | HDX | 2026-04-21 |
null | null | 294,594,060 | way | 15.625 | null | hospital | المستشفى الجهوي بمجاز الباب Hôpital Régional de Mejez El Bab 1 | null | null | null | 82,428,216 | 3 | 2020-03-20T10:51:53 | 9e46da96696749439279efcbf0d833ad | HDX | 2026-04-21 |
10.729216 | 34.774475 | 436,206,493 | node | 18.75 | pharmacy | pharmacy | صيدلية سمير السلامي | yes | null | null | 90,257,346 | 11 | 2020-09-01T17:12:16 | 6877d24f196144d7903b0e32cabdd54e | HDX | 2026-04-21 |
null | null | 286,356,261 | way | 12.5 | hospital | yes | Hopital de circonscription de Bouhajla | null | null | null | 156,538,230 | 3 | 2024-09-12T16:59:57 | 42ce008a957249bf9c6ff2f91f9b9381 | HDX | 2026-04-21 |
10.718294 | 34.723055 | 843,377,967 | node | 18.75 | pharmacy | pharmacy | صيدلية سكرة تيجاني الجراية | null | Rte Soukra Km 4 Cité El Habib | null | 104,785,444 | 9 | 2021-05-16T21:08:52 | 009701ca75234ad293321da2d4c7482a | HDX | 2026-04-21 |
10.744726 | 34.740396 | 5,252,516,522 | node | 12.5 | clinic | clinic | بلسم الطبي | null | null | null | 70,776,436 | 2 | 2019-05-30T15:57:26 | 4677fcab1ffb439ebde05804c1033311 | HDX | 2026-04-21 |
null | null | 658,753,708 | way | 12.5 | hospital | hospital | مركز صحة أساسية الرقبة | null | null | null | 121,531,102 | 4 | 2022-05-26T14:57:51 | 94ff881253a14986ac0c8c07c40410b0 | HDX | 2026-04-21 |
10.716931 | 34.791263 | 6,964,768,113 | node | 18.75 | pharmacy | pharmacy | صيدلية نجوى الزغل حرم بن عياد | yes | null | null | 90,258,954 | 5 | 2020-09-01T17:57:46 | c48f748e992443eebd00e7cabb47c645 | HDX | 2026-04-21 |
10.3016 | 36.72445 | 3,767,126,660 | node | 9.375 | pharmacy | null | صيدلية الليل | null | null | null | 95,845,977 | 3 | 2020-12-15T04:59:17 | 477a48e1ee8f483991eb018739f5f334 | HDX | 2026-04-21 |
10.271016 | 36.848173 | 6,303,297,943 | node | 15.625 | pharmacy | pharmacy | PHARMACIE DE LA BOURSE | yes | null | null | 67,580,287 | 1 | 2019-02-26T12:08:38 | 8b78f058320a4244bde88e6e30a2f13b | HDX | 2026-04-21 |
10.15197 | 36.835415 | 1,246,788,410 | node | 12.5 | pharmacy | pharmacy | null | yes | null | null | 80,055,384 | 4 | 2020-01-24T23:41:01 | bb275aeeb01c4971bf364d0e8bfb7a21 | HDX | 2026-04-21 |
null | null | 790,400,993 | way | 21.875 | clinic | hospital | Clinique DEBBABI | null | Avenue Avicenne | Monastir | 156,340,505 | 4 | 2024-09-08T08:43:27 | a6e3ad0de781492ab2bde98744685413 | HDX | 2026-04-21 |
10.113554 | 36.777325 | 11,132,736,400 | node | 12.5 | pharmacy | pharmacy | Pharmacie de nuit | null | null | null | 140,152,247 | 1 | 2023-08-20T21:14:37 | 060628371b5143428bde88ba4cd007f9 | HDX | 2026-04-21 |
null | null | 247,749,492 | way | 21.875 | clinic | null | Clinique El Amen | null | شارع الجمهورية | المرسى | 143,105,918 | 8 | 2023-10-25T09:51:30 | a89e213b3da8455b9a4acf8be4365cd6 | HDX | 2026-04-21 |
null | null | 198,659,715 | way | 9.375 | hospital | hospital | null | null | null | null | 88,934,598 | 3 | 2020-08-04T14:26:46 | 1dc6674eee55418cbd8bc464154df95d | HDX | 2026-04-21 |
10.6328 | 35.8281 | 4,597,893,094 | node | 9.375 | dentist | null | Mr Khaled Zaied | null | null | null | 106,244,599 | 2 | 2021-06-12T08:38:16 | 4dd557743c1a41eb904044aaf6937f45 | HDX | 2026-04-21 |
10.686826 | 34.733999 | 6,973,899,196 | node | 21.875 | pharmacy | pharmacy | صيدلية المطار وسيلة بن جماعة حرم الشعبوني | yes | Rte Aéroport Km 6 Sfax | null | 149,726,732 | 7 | 2024-04-08T09:51:57 | 7493e01d3e7e4b69bdf047bff229f0fc | HDX | 2026-04-21 |
10.596608 | 35.860515 | 4,603,524,290 | node | 9.375 | dentist | null | Dr nihel handous | null | null | null | 106,244,599 | 2 | 2021-06-12T08:38:15 | b13b3e1e64bd43e0ba4419b2bfb8b160 | HDX | 2026-04-21 |
null | null | 698,365,020 | way | 21.875 | clinic | clinic | مصحة عمر | null | طريق العين | صفاقس | 95,372,215 | 7 | 2020-12-06T16:23:29 | 19e20e571db44688bf3c42c072c5dbe6 | HDX | 2026-04-21 |
10.11382 | 36.768059 | 11,034,388,949 | node | 12.5 | clinic | clinic | عيادة تمريض | null | null | null | 138,268,808 | 1 | 2023-07-08T15:53:28 | 6e3beb97ccf0445097f803094a8548d0 | HDX | 2026-04-21 |
null | null | 1,088,430,371 | way | 12.5 | hospital | hospital | مركز الصحة الأساسية ببير ثلاثين | null | null | null | 125,266,632 | 1 | 2022-08-23T11:27:11 | 3a9def4097924aac8feffe220ef4f817 | HDX | 2026-04-21 |
11.042657 | 35.513763 | 1,935,885,178 | node | 12.5 | pharmacy | pharmacy | صيدلية هيبون | null | null | null | 159,627,810 | 3 | 2024-11-26T17:48:48 | 03451f528b834e089cba301e35abc491 | HDX | 2026-04-21 |
10.092674 | 35.68391 | 6,361,210,072 | node | 15.625 | pharmacy | pharmacy | Pharmacie Hind Ghith | yes | null | null | 149,754,300 | 2 | 2024-04-08T22:02:13 | e90de0aca7074de59d71556fcb568505 | HDX | 2026-04-21 |
10.190502 | 36.85788 | 2,382,223,770 | node | 9.375 | dentist | null | Cabinet dentaire Dr Emna Kotrane Ayari | null | null | null | 17,896,140 | 2 | 2013-09-17T23:39:04 | ebcf67eee94c4d57af756971e94b5647 | HDX | 2026-04-21 |
10.068641 | 36.537361 | 11,068,047,902 | node | 12.5 | hospital | hospital | Centre Amel | null | null | null | 139,012,693 | 1 | 2023-07-26T01:05:27 | 19024d5d39c3448fafa18ec093714560 | HDX | 2026-04-21 |
10.204088 | 36.847333 | 6,314,605,549 | node | 15.625 | pharmacy | pharmacy | ميغا فارم | yes | null | null | 98,702,376 | 3 | 2021-02-04T11:34:08 | 54a332fe30a94b19b9f3245a259068b7 | HDX | 2026-04-21 |
10.637544 | 36.407489 | 6,274,661,541 | node | 15.625 | pharmacy | pharmacy | Pharmacie Slaheddine Bouslama | yes | null | null | 67,138,409 | 1 | 2019-02-12T17:19:12 | 71ccf7e1378b4844b39c3b806d0a6846 | HDX | 2026-04-21 |
10.270388 | 36.862839 | 9,021,872,120 | node | 6.25 | pharmacy | null | null | null | null | null | 109,966,325 | 1 | 2021-08-20T06:15:03 | bc140f638bf44bc0b38fd8091fa52b5a | HDX | 2026-04-21 |
null | null | 117,426,460 | way | 9.375 | hospital | hospital | null | null | null | null | 86,565,831 | 4 | 2020-06-12T11:55:59 | 93381af5070747d78aebff3a3d9ac00e | HDX | 2026-04-21 |
10.6298 | 35.8334 | 4,597,944,891 | node | 9.375 | dentist | null | Dr Elhem Kneni | null | null | null | 106,244,599 | 2 | 2021-06-12T08:38:15 | 1a1fdbea0edc4d70b7cd3d088fe67f93 | HDX | 2026-04-21 |
10.296542 | 36.866344 | 1,422,558,458 | node | 9.375 | pharmacy | null | null | no | null | null | 79,358,482 | 4 | 2020-01-08T22:40:37 | 0867fd02562f40b8bf9f463b1862af6b | HDX | 2026-04-21 |
10.538308 | 36.379423 | 1,386,076,677 | node | 6.25 | pharmacy | null | null | null | null | null | 8,919,993 | 1 | 2011-08-04T13:57:35 | cb4a7dda45a44265b058b2c9db9e6f51 | HDX | 2026-04-21 |
10.167894 | 36.808332 | 11,789,747,715 | node | 6.25 | pharmacy | null | null | null | null | null | 149,605,262 | 1 | 2024-04-05T09:25:55 | 249650008c9a439c80f31eb36bccd32f | HDX | 2026-04-21 |
null | null | 1,064,056,840 | way | 12.5 | hospital | hospital | مركز صحة أساسية حي النزهة | null | null | null | 121,531,102 | 1 | 2022-05-26T14:57:51 | d4c59b44d9e742ff83a4fa4f61912c62 | HDX | 2026-04-21 |
10.260525 | 32.910527 | 9,818,004,439 | node | 21.875 | hospital | yes | مركز الصحة الأساسية بشنني | null | chenini tataouine | شنني | 122,477,739 | 3 | 2022-06-16T19:05:04 | 8e59dc488a1d4237a6f335bcb1df15de | HDX | 2026-04-21 |
null | null | 138,741,418 | way | 28.125 | pharmacy | pharmacy | Pharmacie Belkhodja LAOUITI | no | نهج 13 أوت 1956 | المرسى | 134,361,993 | 7 | 2023-03-31T20:59:38 | 60c26551d343473f8e6173c4d33dbc49 | HDX | 2026-04-21 |
null | null | 539,980,032 | way | 12.5 | pharmacy | pharmacy | صيدلية نوارة | null | null | null | 53,710,370 | 1 | 2017-11-12T11:36:22 | 3b356a016a6d46988af627f8b1af7fd0 | HDX | 2026-04-21 |
10.282979 | 36.844052 | 5,844,000,188 | node | 9.375 | clinic | null | مصحة الميرون | null | null | null | 110,077,704 | 4 | 2021-08-22T20:08:05 | fae147f8332d4e71a0125075b0680b45 | HDX | 2026-04-21 |
10.450682 | 32.930437 | 9,825,362,670 | node | 12.5 | doctors | doctor | الدكتور عمر الخرشاني | null | null | null | 122,507,894 | 1 | 2022-06-17T12:55:59 | 304a558d00fe41478d789f15bc677ea7 | HDX | 2026-04-21 |
9.584549 | 35.985556 | 10,162,280,203 | node | 9.375 | clinic | null | مركز الصحة الأساسية صدقة | null | null | null | 128,559,476 | 1 | 2022-11-06T15:14:31 | 386583a8da364c7ea87d0aa037e210fa | HDX | 2026-04-21 |
null | null | 667,694,562 | way | 12.5 | hospital | hospital | مركز صحة أساسية وادي القمح | null | null | null | 121,531,102 | 4 | 2022-05-26T14:57:51 | 89bf4fd69d6c4161a472766a750b35b5 | HDX | 2026-04-21 |
10.734853 | 36.452834 | 4,344,134,723 | node | 9.375 | pharmacy | null | Pharmacie Mouna Miled Boughzela | null | null | null | 95,625,061 | 2 | 2020-12-10T15:05:18 | cadbe61bbb7345a3b8906d9fe6afc6d7 | HDX | 2026-04-21 |
10.5878 | 35.855796 | 3,380,291,850 | node | 6.25 | pharmacy | null | null | null | null | null | 29,209,665 | 1 | 2015-03-02T21:50:45 | 5f4f105f71b14fb4bfdfff28c6858f94 | HDX | 2026-04-21 |
10.618104 | 35.842584 | 1,279,486,046 | node | 9.375 | pharmacy | null | null | yes | null | null | 8,140,720 | 2 | 2011-05-14T13:09:09 | 04b648f0f782487ba066a0dc44f44abe | HDX | 2026-04-21 |
10.735245 | 36.453027 | 4,498,535,296 | node | 18.75 | doctors | null | null | null | شارع الحبيب بورقيبة | null | 104,785,444 | 6 | 2021-05-16T21:08:58 | fb8c940f173c4de2ad3dbda60bf1c3a5 | HDX | 2026-04-21 |
10.297438 | 36.743394 | 3,783,620,158 | node | 12.5 | pharmacy | null | Pharmacie Zied Daoulatli | null | null | الزهراء | 95,847,723 | 3 | 2020-12-15T05:32:05 | a7cf8b84226f4d379e227a4fd546a149 | HDX | 2026-04-21 |
10.232566 | 36.769742 | 492,182,121 | node | 9.375 | pharmacy | null | حكموني | null | null | null | 8,403,636 | 3 | 2011-06-11T07:56:21 | 387211fcff0b48009446e3bc4c3ae702 | HDX | 2026-04-21 |
10.898635 | 35.631394 | 9,014,142,418 | node | 12.5 | pharmacy | null | صيدلية بسباس | null | شارع الحبيب بورقيبة | null | 109,812,394 | 3 | 2021-08-17T13:02:17 | f40f8d72e44445628e184f4c6ee5d9ac | HDX | 2026-04-21 |
10.103807 | 36.839047 | 3,867,332,788 | node | 6.25 | dentist | null | null | null | null | null | 35,709,542 | 3 | 2015-12-02T16:22:15 | 5277ac37fd834402b6044674a4d7f231 | HDX | 2026-04-21 |
10.761211 | 34.803345 | 6,627,558,893 | node | 18.75 | pharmacy | pharmacy | صيدلية الليل فائزة الفندري حرم الكشو | yes | null | null | 90,208,612 | 8 | 2020-08-31T19:43:52 | cc84692740114bcd9177bfa01df344f2 | HDX | 2026-04-21 |
null | null | 659,222,749 | way | 25 | clinic | yes | مصحة البنفسج | null | Route de Hammamet | Nabeul | 142,603,006 | 7 | 2023-10-15T06:13:11 | 05afe66f31c048e680ff1ae224651d7b | HDX | 2026-04-21 |
10.601534 | 35.85873 | 4,544,628,190 | node | 9.375 | dentist | null | Malek msallem | null | null | null | 106,244,599 | 3 | 2021-06-12T08:38:16 | 3177a2c7dbc241cba64b86c61747b2a8 | HDX | 2026-04-21 |
10.579867 | 35.729397 | 4,546,702,590 | node | 9.375 | dentist | null | Issam Mahjoub | null | null | null | 104,785,444 | 4 | 2021-05-16T21:08:56 | f5af51ed6a0a411ea1e93210855293ff | HDX | 2026-04-21 |
null | null | 126,502,556 | way | 6.25 | hospital | null | null | null | null | null | 9,047,431 | 2 | 2011-08-17T13:42:21 | c2d76fa31ffd48d7a31c774da285cc57 | HDX | 2026-04-21 |
10.630634 | 35.833224 | 4,597,955,890 | node | 9.375 | dentist | null | Dr Donia Maalouf Bouraoui | null | null | null | 157,599,455 | 3 | 2024-10-07T21:05:41 | 335c7a83e2864a048be6da0062a94821 | HDX | 2026-04-21 |
10.170806 | 36.700422 | 11,023,505,472 | node | 9.375 | pharmacy | pharmacy | null | null | null | null | 138,078,791 | 1 | 2023-07-03T20:00:46 | 585edb6fd19c435baaa69be2621259a4 | HDX | 2026-04-21 |
10.753726 | 34.742362 | 6,912,690,117 | node | 25 | pharmacy | pharmacy | صيدلية الليل عبد الرزاق الحمامي | yes | Avenue Majida Boulila | null | 104,785,595 | 7 | 2021-05-16T21:14:18 | 321a6b728851448ab7b6e0dbfa31926f | HDX | 2026-04-21 |
10.188345 | 36.775881 | 4,240,588,089 | node | 12.5 | pharmacy | null | null | null | Avenue de Bellevue | null | 105,505,434 | 3 | 2021-05-28T17:19:38 | 00284f8e42d74ae1a972e49a20be1ddf | HDX | 2026-04-21 |
10.156063 | 36.839632 | 1,247,399,640 | node | 9.375 | pharmacy | null | null | yes | null | null | 8,217,545 | 2 | 2011-05-22T15:36:57 | a6ae4872bd4642c7a0e6b6f2d3a001bf | HDX | 2026-04-21 |
10.450046 | 32.931219 | 9,825,316,847 | node | 12.5 | doctors | doctor | elmekki | null | null | null | 122,507,154 | 1 | 2022-06-17T12:34:50 | f346c94596a04c33950e7517eee3d4e4 | HDX | 2026-04-21 |
9.370002 | 36.086886 | 2,933,758,899 | node | 6.25 | pharmacy | null | null | null | null | null | 23,170,395 | 2 | 2014-06-26T06:13:06 | 9def01516a2c485ab02b8a28c3838468 | HDX | 2026-04-21 |
null | null | 610,475,940 | way | 15.625 | hospital | hospital | المستشفى الجهوي شربان | null | null | null | 123,191,764 | 6 | 2022-07-04T13:16:33 | 8d653b21b7bb418ea0a03081379429e9 | HDX | 2026-04-21 |
10.835825 | 35.768406 | 2,981,227,370 | node | 6.25 | pharmacy | null | null | null | null | null | 82,131,134 | 2 | 2020-03-12T21:30:04 | 817e0af8bfe142e486628866750ac814 | HDX | 2026-04-21 |
10.5352 | 35.8688 | 4,592,875,389 | node | 9.375 | dentist | null | Mme Barae khachteli | null | null | null | 106,244,599 | 2 | 2021-06-12T08:38:16 | cdefb5d7d4f24b5fa7a00dec1a82aac5 | HDX | 2026-04-21 |
10.450493 | 32.929073 | 9,824,971,014 | node | 12.5 | doctors | doctor | null | null | null | null | 122,500,367 | 1 | 2022-06-17T09:43:32 | 1f3e96d9a07a423c9cc4c2a2ead808e2 | HDX | 2026-04-21 |
10.312196 | 36.846667 | 4,727,482,458 | node | 9.375 | pharmacy | null | Pharmacie Najjar | null | null | null | 46,734,539 | 1 | 2017-03-10T10:29:12 | 12c6c709b60940379c12807ad6a7ac02 | HDX | 2026-04-21 |
null | null | 203,008,351 | way | 12.5 | hospital | hospital | Maternité Farhat Hached | null | null | null | 157,014,404 | 4 | 2024-09-23T21:32:19 | 9b23e8550bc546c197a14bf94f771c5c | HDX | 2026-04-21 |
10.781705 | 34.796283 | 6,495,193,265 | node | 28.125 | pharmacy | pharmacy | صيدلية درة القلال حرم الجراية | yes | Route de Mahdia Km 7 Merkez El Hattab | صفاقس | 156,793,853 | 10 | 2024-09-18T21:09:19 | 19e36f6d9db245b4aa03c679ca004e6f | HDX | 2026-04-21 |
10.578328 | 36.684025 | 6,353,072,030 | node | 15.625 | pharmacy | pharmacy | Pharmacie OUN HAYTHAM | yes | null | null | 68,388,711 | 1 | 2019-03-21T21:20:46 | dbe1aaa5bc744042b288edfa1d37ab5c | HDX | 2026-04-21 |
10.236818 | 36.873266 | 1,440,219,266 | node | 6.25 | pharmacy | null | null | null | null | null | 9,367,449 | 1 | 2011-09-22T10:51:12 | 7a2de450e2cc4426800a215fd6834ad8 | HDX | 2026-04-21 |
10.13818 | 36.809276 | 5,815,763,254 | node | 9.375 | doctors | null | الدكتور محمد مروان بحر | null | null | null | 93,379,343 | 2 | 2020-11-01T19:10:46 | f3b5457995ea4e05b3ad559e766746db | HDX | 2026-04-21 |
11.051403 | 35.509501 | 12,360,297,953 | node | 6.25 | pharmacy | null | null | null | null | null | 159,388,924 | 1 | 2024-11-20T23:27:29 | bfeb88aa4cd54949a49fd0967e3dbe85 | HDX | 2026-04-21 |
10.148167 | 36.835038 | 1,246,788,421 | node | 6.25 | pharmacy | null | null | null | null | null | 7,877,465 | 1 | 2011-04-16T11:34:47 | 38f7f2240aea4b46ae6d9ad631c3b81f | HDX | 2026-04-21 |
8.87502 | 36.95212 | 5,380,944,022 | node | 12.5 | pharmacy | pharmacy | null | null | null | رأس الراجل | 78,947,969 | 2 | 2019-12-28T05:32:49 | 447b6c1739ba451eae6bba272c53534c | HDX | 2026-04-21 |
10.167686 | 36.696209 | 11,132,785,017 | node | 12.5 | doctors | doctor | centre de médcine | null | null | null | 140,151,513 | 1 | 2023-08-20T20:51:14 | 867c84b62c7047488a1e44e7a4d34c53 | HDX | 2026-04-21 |
8.663695 | 33.361359 | 9,944,920,276 | node | 12.5 | hospital | hospital | Hopital El Fouar | null | null | null | 124,725,828 | 1 | 2022-08-10T11:13:04 | 06d090bc4a654d2380d0a2b534a34ae8 | HDX | 2026-04-21 |
null | null | 1,070,624,918 | way | 15.625 | pharmacy | pharmacy | صيدلية عبدالنور | yes | null | null | 122,507,894 | 1 | 2022-06-17T12:55:59 | b4b53d7d7a964cd8892749cfb14b80e5 | HDX | 2026-04-21 |
11.216768 | 33.141451 | 9,993,085,458 | node | 18.75 | pharmacy | null | Haddad mounir | null | route zarzis | null | 149,726,732 | 2 | 2024-04-08T09:51:55 | f8b503da77034699af3e326120884f84 | HDX | 2026-04-21 |
10.311225 | 36.740137 | 3,767,298,468 | node | 12.5 | pharmacy | null | Pharmacie Sonia Ben Slimane EP Jemaa | null | null | الزهراء | 104,785,444 | 5 | 2021-05-16T21:08:53 | 3db83a9c800340c2ab15f45a7f3baac0 | HDX | 2026-04-21 |
10.856834 | 33.876706 | 12,917,478,981 | node | 9.375 | pharmacy | null | Pharmacie Denguir | null | null | null | 167,651,535 | 1 | 2025-06-15T13:30:46 | 9a19cde095a44e048e3d79f8a8e19896 | HDX | 2026-04-21 |
null | null | 491,905,621 | way | 6.25 | pharmacy | null | null | null | null | null | 48,475,710 | 1 | 2017-05-07T13:49:15 | a5931f7da0f04724948cffc8d431f2ca | HDX | 2026-04-21 |
10.192193 | 36.830039 | 1,037,011,464 | node | 12.5 | hospital | hospital | المركز المندمج للشباب والطفولة بالخضراء | null | null | null | 129,580,711 | 3 | 2022-12-01T00:31:56 | a9062dc4e16e4bf68c24f3bca2d56763 | HDX | 2026-04-21 |
null | null | 607,698,163 | way | 15.625 | pharmacy | pharmacy | Pharmasprint | yes | null | null | 130,865,080 | 3 | 2023-01-04T12:29:19 | cb2d684cce8c443f880eb0f129d47e45 | HDX | 2026-04-21 |
Tunisia Healthsites
Publisher: Global Healthsites Mapping Project · Source: HDX · License: ODbL · Updated: 2025-10-15
Abstract
This dataset shows the list of operating health facilities. Attributes included: Name,Nature of Facility, Activities, Lat, Long
Each row in this dataset represents tabular records. Data was last updated on HDX on 2025-10-15. Geographic scope: TUN.
Curated into ML-ready Parquet format by Electric Sheep Africa.
Dataset Characteristics
| Domain | Public health |
| Unit of observation | Tabular records |
| Rows (total) | 1,416 |
| Columns | 17 (6 numeric, 10 categorical, 0 datetime) |
| Train split | 1,132 rows |
| Test split | 283 rows |
| Geographic scope | TUN |
| Publisher | Global Healthsites Mapping Project |
| HDX last updated | 2025-10-15 |
Variables
Geographic — x (range 8.1287–11.2181), y (range 32.8567–37.278), osm_type (node, way), loc_amenity (pharmacy, hospital, clinic), addr_city (صفاقس, تونس, قفصة).
Temporal — changeset_timestamp.
Identifier / Metadata — osm_id (range 27944768.0–13160906727.0), loc_name (صيدلية الليل, pharmacie de nuit, Pharmacie de nuit), changeset_id (range 3101828.0–173251412.0), meta_id (1cd96ef5dd3b46de8da71ea48cba1449, a28114cb09df429dbb1e97fa6b505aca, a1bc0329b3bb4a0facadddc6388267a2), esa_source (HDX) and 1 others.
Other — completeness (range 6.25–40.625), meta_healthcare (pharmacy, hospital, clinic), meta_dispensing (yes, no, صيدلية الزيتوني أيمن), addr_street (شارع الحبيب بورقيبة, شارع الجمهورية, شارع البيئة), changeset_version (range 1.0–22.0).
Quick Start
from datasets import load_dataset
ds = load_dataset("electricsheepafrica/africa-health-facilities-tunisia")
train = ds["train"].to_pandas()
test = ds["test"].to_pandas()
print(train.shape)
train.head()
Schema
| Column | Type | Null % | Range / Sample Values |
|---|---|---|---|
x |
float64 | 21.7% | 8.1287 – 11.2181 (mean 10.3474) |
y |
float64 | 21.7% | 32.8567 – 37.278 (mean 35.8838) |
osm_id |
int64 | 0.0% | 27944768.0 – 13160906727.0 (mean 4758789791.5332) |
osm_type |
object | 0.0% | node, way |
completeness |
float64 | 0.0% | 6.25 – 40.625 (mean 14.8393) |
loc_amenity |
object | 2.8% | pharmacy, hospital, clinic |
meta_healthcare |
object | 33.7% | pharmacy, hospital, clinic |
loc_name |
object | 23.2% | صيدلية الليل, pharmacie de nuit, Pharmacie de nuit |
meta_dispensing |
object | 75.1% | yes, no, صيدلية الزيتوني أيمن |
addr_street |
object | 73.3% | شارع الحبيب بورقيبة, شارع الجمهورية, شارع البيئة |
addr_city |
object | 72.1% | صفاقس, تونس, قفصة |
changeset_id |
int64 | 0.0% | 3101828.0 – 173251412.0 (mean 104883194.9195) |
changeset_version |
int64 | 0.0% | 1.0 – 22.0 (mean 3.3496) |
changeset_timestamp |
datetime64[ns, UTC] | 0.0% | |
meta_id |
object | 0.0% | 1cd96ef5dd3b46de8da71ea48cba1449, a28114cb09df429dbb1e97fa6b505aca, a1bc0329b3bb4a0facadddc6388267a2 |
esa_source |
object | 0.0% | HDX |
esa_processed |
object | 0.0% | 2026-04-21 |
Numeric Summary
| Column | Min | Max | Mean | Median |
|---|---|---|---|---|
x |
8.1287 | 11.2181 | 10.3474 | 10.4497 |
y |
32.8567 | 37.278 | 35.8838 | 36.3995 |
osm_id |
27944768.0 | 13160906727.0 | 4758789791.5332 | 4546695789.5 |
completeness |
6.25 | 40.625 | 14.8393 | 12.5 |
changeset_id |
3101828.0 | 173251412.0 | 104883194.9195 | 104785595.0 |
changeset_version |
1.0 | 22.0 | 3.3496 | 2.0 |
Curation
Raw data was downloaded from HDX via the CKAN API and converted to Parquet. Column names were lowercased and standardised to snake_case. Common missing-value markers (N/A, null, none, -, unknown, no data, #N/A) were unified to NaN. 20 column(s) with >80% missing values were removed: meta_operator, geo_bounds_url, meta_speciality, meta_operator_type, contact_phone, status_operational_status.... 1 column(s) were cast from string to numeric or datetime based on parse-success rate (>85% threshold). The dataset was split 80/20 into train and test partitions using a fixed random seed (42) and saved as Snappy-compressed Parquet.
Limitations
- Data originates from Global Healthsites Mapping Project and has not been independently validated by ESA.
- Automated cleaning cannot correct for misreported values, definitional inconsistencies, or sampling bias in the original collection.
- The following columns have >20% missing values and should be treated with caution in modelling:
x,y,meta_healthcare,loc_name,meta_dispensing,addr_street,addr_city. - Refer to the original HDX dataset page for the publisher's own methodology notes and caveats.
Citation
@dataset{hdx_africa_health_facilities_tunisia,
title = {Tunisia Healthsites},
author = {Global Healthsites Mapping Project},
year = {2025},
url = {https://data.humdata.org/dataset/tunisia-healthsites},
note = {Repackaged for machine learning by Electric Sheep Africa (https://huggingface.co/electricsheepafrica)}
}
Electric Sheep Africa — Africa's ML dataset infrastructure. Lagos, Nigeria.
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