Datasets:
x float64 -17.03 -11.84 ⌀ | y float64 15.1 20.9 ⌀ | osm_id int64 137M 13.1B | osm_type stringclasses 2
values | completeness float64 6.25 25 | loc_amenity stringclasses 5
values | meta_healthcare stringclasses 6
values | loc_name stringlengths 4 76 ⌀ | addr_city stringclasses 18
values | changeset_id int64 19.5M 173M | changeset_version int64 1 12 | changeset_timestamp timestamp[ns, tz=UTC]date 2013-12-18 15:02:14 2025-10-01 16:17:23 | meta_id stringlengths 32 32 | esa_source stringclasses 1
value | esa_processed stringdate 2026-04-20 00:00:00 2026-04-20 00:00:00 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
null | null | 237,538,835 | way | 12.5 | hospital | null | مستشفى عسكري | نواكشوط | 52,512,346 | 4 | 2017-09-30T13:38:49 | 84195e9072ff491888085551bf4f488a | HDX | 2026-04-20 |
-15.938393 | 18.06289 | 8,657,786,613 | node | 6.25 | pharmacy | null | null | null | 103,451,193 | 1 | 2021-04-23T05:22:45 | 91b4341045844d9fb7770023b7903491 | HDX | 2026-04-20 |
-15.972443 | 18.109578 | 8,699,687,797 | node | 9.375 | pharmacy | null | Biomed 24 | null | 104,149,723 | 1 | 2021-05-04T23:54:32 | dc7a55c740904dfb8b98a197793897d3 | HDX | 2026-04-20 |
-15.950512 | 18.077411 | 5,770,731,357 | node | 15.625 | doctors | doctor | Laboratoire 3M مختبر 3م | Nouakchott نواكشوط | 162,797,054 | 4 | 2025-02-21T21:32:33 | 13010ca10a874fbf8bef68031d8718d2 | HDX | 2026-04-20 |
-15.93526 | 18.093225 | 8,716,498,967 | node | 9.375 | pharmacy | null | Pharmacie Erraja | null | 104,417,305 | 1 | 2021-05-10T03:27:53 | e1ac08afbc884356b40f90b5c1b25bad | HDX | 2026-04-20 |
-15.958752 | 18.074489 | 8,647,875,531 | node | 9.375 | pharmacy | null | El Kindi | null | 103,280,232 | 1 | 2021-04-20T15:09:54 | 3853234b0f424422965158a6e4bf9f07 | HDX | 2026-04-20 |
-15.943549 | 18.072954 | 8,657,800,556 | node | 9.375 | clinic | null | Clinique Essha | null | 103,451,193 | 1 | 2021-04-23T05:22:45 | 639e09e00d344696a972dce79e3377f8 | HDX | 2026-04-20 |
-15.950512 | 18.075168 | 5,726,303,221 | node | 12.5 | pharmacy | null | صيدلية الوفاء | نواكشوط | 64,029,464 | 2 | 2018-10-31T01:52:31 | 3bd815b896374c4097df6a946aadeafb | HDX | 2026-04-20 |
-15.956382 | 18.060763 | 8,707,177,818 | node | 6.25 | pharmacy | null | null | null | 104,268,792 | 1 | 2021-05-06T18:09:47 | 7b22f4adb587487689003ab826f93b94 | HDX | 2026-04-20 |
-14.044778 | 16.821855 | 13,004,555,818 | node | 15.625 | hospital | hospital | Hopital Azlat | null | 169,019,084 | 1 | 2025-07-16T15:14:49 | 1c00bbe3f1784da2b12e441122494bf9 | HDX | 2026-04-20 |
-15.935501 | 18.137067 | 8,703,875,304 | node | 6.25 | dentist | null | null | null | 104,222,802 | 1 | 2021-05-06T05:46:59 | b773c16a52674ae398cebcfa8287ba25 | HDX | 2026-04-20 |
-15.895884 | 18.067086 | 5,286,822,622 | node | 15.625 | pharmacy | pharmacy | Pharmacie Al-Manara صيدلية المنارة | Nouakchott نواكشوط | 162,779,267 | 4 | 2025-02-21T12:50:20 | 099131b428824749a997f174a4a285f3 | HDX | 2026-04-20 |
null | null | 706,536,173 | way | 15.625 | clinic | null | CRENAM 4 | null | 157,628,215 | 2 | 2024-10-08T13:52:21 | 09895c4fb8d04b8a9e3b46c6c8d1b36c | HDX | 2026-04-20 |
null | null | 224,312,439 | way | 15.625 | hospital | hospital | Centre Hospitalier Régional مركز المستشفى الإقليمي | Atar أطار | 163,505,592 | 7 | 2025-03-11T22:58:58 | 4acde3ca5f454f338fc5fb93df659d32 | HDX | 2026-04-20 |
null | null | 325,739,084 | way | 12.5 | hospital | hospital | null | نواكشوط | 90,302,127 | 6 | 2020-09-02T11:46:33 | 3c5e633f2b5541d5a32c604f5be387e2 | HDX | 2026-04-20 |
null | null | 226,292,931 | way | 12.5 | hospital | hospital | Hôpital de la Fraternité مستشفى الأخوة | null | 163,591,522 | 6 | 2025-03-13T22:49:27 | 54ab8cac681b41e9b8db08569d21db43 | HDX | 2026-04-20 |
null | null | 360,412,328 | way | 18.75 | hospital | hospital | Hôpital de Kaédi مستشفى كيهيدي | Kaédi كيهيدي | 162,741,500 | 10 | 2025-02-20T13:32:48 | e0e826266a7045b5ab39d3642bad36be | HDX | 2026-04-20 |
null | null | 1,039,447,541 | way | 9.375 | hospital | hospital | null | null | 118,381,332 | 1 | 2022-03-11T21:58:32 | 613db156625b41ca86cb207bb6f65dee | HDX | 2026-04-20 |
-15.956202 | 18.097609 | 8,644,235,622 | node | 9.375 | pharmacy | null | Pharmacie Mére Et Enfant | null | 103,209,862 | 1 | 2021-04-19T15:54:09 | 4312b388e0574f6e9b616d748ab637df | HDX | 2026-04-20 |
-15.969911 | 18.048386 | 8,707,163,484 | node | 12.5 | pharmacy | pharmacy | null | نواكشوط | 111,252,846 | 2 | 2021-09-15T16:09:23 | 674c11017acc4cce83678cea9ee7b8a1 | HDX | 2026-04-20 |
-15.939431 | 18.126133 | 8,706,615,399 | node | 9.375 | pharmacy | null | Pharmacie Principale | null | 104,260,508 | 1 | 2021-05-06T14:46:43 | e9cf50fadb534b36a7ef7b6f84fec53f | HDX | 2026-04-20 |
-15.994286 | 18.099902 | 5,758,696,521 | node | 15.625 | pharmacy | pharmacy | El Yarmouk اليرموك | Nouakchott نواكشوط | 162,808,609 | 3 | 2025-02-22T09:19:16 | 1aa1c69b7b614594b0d9d78779b1ad76 | HDX | 2026-04-20 |
-15.949517 | 18.066711 | 8,708,819,533 | node | 6.25 | pharmacy | null | null | null | 104,300,393 | 1 | 2021-05-07T08:11:36 | 2b165af0fb0f4fbc9b024eed4f48fd59 | HDX | 2026-04-20 |
-15.953631 | 18.075659 | 4,269,754,984 | node | 15.625 | pharmacy | pharmacy | Pharmacie Chafa 2 الصيدلة شفاء | Nouakchott نواكشوط | 162,756,479 | 6 | 2025-02-20T20:36:56 | 3314ca03a00c408183aae7b093f02a9a | HDX | 2026-04-20 |
null | null | 427,796,764 | way | 25 | pharmacy | pharmacy | Pharmacie Al Rahma Nouakchott - Al Baraa 2 صيدلية الرحمة أنواكشوط - البرء | Nouakchott نواكشوط | 163,195,312 | 5 | 2025-03-04T10:30:54 | b8856b2f26dc48b5b1e33f57f82aa015 | HDX | 2026-04-20 |
-15.918402 | 18.069757 | 8,707,711,110 | node | 6.25 | pharmacy | null | null | null | 104,277,237 | 1 | 2021-05-06T22:51:21 | b81950a4bf7945e78b31e602d57dde9f | HDX | 2026-04-20 |
-15.962181 | 18.075544 | 8,709,555,979 | node | 6.25 | pharmacy | null | null | null | 104,319,127 | 1 | 2021-05-07T12:40:49 | a04e862bc99c4e1ba4dea6541234eb13 | HDX | 2026-04-20 |
-15.986489 | 18.087829 | 3,502,880,936 | node | 18.75 | pharmacy | pharmacy | Pharmacie Zem Zem صيدلية زمزم | Nouakchott نواكشوط | 162,796,221 | 3 | 2025-02-21T20:58:24 | a88b25b3f933400dab2ad72722d681ff | HDX | 2026-04-20 |
-15.957773 | 18.098323 | 8,644,235,621 | node | 9.375 | pharmacy | pharmacy | null | null | 137,215,152 | 2 | 2023-06-11T18:22:28 | d391fbb7c8e24c24b27194bd542f1169 | HDX | 2026-04-20 |
null | null | 229,021,978 | way | 15.625 | hospital | hospital | Centre de Santé مركز الصحة | Nouakchott نواكشوط | 163,938,789 | 7 | 2025-03-22T09:52:53 | f66eab22a3be42a1a50b349d73567516 | HDX | 2026-04-20 |
-15.942389 | 18.072635 | 6,576,347,196 | node | 12.5 | pharmacy | null | El MARAM | null | 71,700,305 | 1 | 2019-06-28T09:26:00 | b788448c5e664246bc6723cd6196d5d4 | HDX | 2026-04-20 |
-12.627721 | 15.261462 | 7,059,950,685 | node | 6.25 | clinic | null | null | null | 78,471,362 | 1 | 2019-12-16T11:39:11 | 8f7e8e10499446208fe3a6c17d4642b3 | HDX | 2026-04-20 |
-15.976422 | 18.014276 | 7,992,930,986 | node | 6.25 | pharmacy | null | null | null | 92,249,768 | 1 | 2020-10-09T17:41:17 | 7016b9fd02b84891868bf03d145468ac | HDX | 2026-04-20 |
-15.923663 | 18.041475 | 8,707,314,893 | node | 6.25 | pharmacy | null | null | null | 104,271,153 | 1 | 2021-05-06T19:17:35 | 8017338af98a49d9a24ae833a42cd008 | HDX | 2026-04-20 |
-17.03496 | 20.94347 | 4,183,652,864 | node | 18.75 | pharmacy | pharmacy | Paris باريس | Nouadhibou نواذيبو | 163,529,783 | 4 | 2025-03-12T14:11:13 | fca9483a7ffa46e0b274cc425fded7f0 | HDX | 2026-04-20 |
-15.973445 | 20.166853 | 5,338,033,975 | node | 9.375 | pharmacy | null | Rababs | null | 55,418,961 | 1 | 2018-01-13T23:18:18 | 91a9503954d040bfacb0afdee7bee649 | HDX | 2026-04-20 |
null | null | 228,842,048 | way | 21.875 | hospital | hospital | Hôpital d'oncologie مستشفى الانكولوجيHôpital d'oncologie ا | Nouakchott نواكشوط | 162,740,320 | 8 | 2025-02-20T13:04:52 | 058bac5cc2984145af5fb243d2e10180 | HDX | 2026-04-20 |
-15.966592 | 18.079335 | 8,709,556,003 | node | 12.5 | pharmacy | pharmacy | Pharmacie Dar Eddawa | null | 162,739,887 | 2 | 2025-02-20T12:53:13 | 041946fcad91466e805107e1664875b3 | HDX | 2026-04-20 |
null | null | 706,536,172 | way | 15.625 | doctors | null | Poste de santé MSF | null | 72,536,294 | 1 | 2019-07-23T02:29:01 | 8c6753e27a5041ed9dc5e2108a4c8dc2 | HDX | 2026-04-20 |
-15.943295 | 18.121315 | 8,716,755,914 | node | 9.375 | dentist | null | Cabinet Dentaire | null | 104,422,015 | 1 | 2021-05-10T05:24:00 | b0b8fa971f57408eaf89aac1378c76ee | HDX | 2026-04-20 |
-15.928666 | 18.100149 | 8,707,638,628 | node | 9.375 | pharmacy | null | Depot Pharmaceutique el Mouwati | null | 104,275,655 | 1 | 2021-05-06T21:35:29 | bacd02a65959433485f7cb5bb188a152 | HDX | 2026-04-20 |
-15.990834 | 18.112604 | 8,701,721,907 | node | 9.375 | pharmacy | null | Pharmacie Ideale | null | 104,189,013 | 1 | 2021-05-05T13:47:43 | 40adaf0e86d64873aa0728fb23b57361 | HDX | 2026-04-20 |
-15.901799 | 18.068098 | 8,657,017,947 | node | 12.5 | pharmacy | pharmacy | Chourava | null | 170,938,685 | 2 | 2025-08-24T17:56:18 | 0e902745c04d42d39335ee349b5cb993 | HDX | 2026-04-20 |
null | null | 698,251,957 | way | 18.75 | hospital | hospital | Dispensaire de Boghe مستوصف بوغي | Boghé بوغي | 163,855,452 | 3 | 2025-03-20T10:38:27 | 17a208469751484fb871a2d6af13ee02 | HDX | 2026-04-20 |
-15.99342 | 18.105227 | 8,701,721,824 | node | 9.375 | pharmacy | null | Votre Pharmacie | null | 104,189,013 | 1 | 2021-05-05T13:47:43 | 0ee4d60a87dd46db997385504c9a8878 | HDX | 2026-04-20 |
-15.953919 | 18.033262 | 8,680,764,640 | node | 6.25 | pharmacy | null | null | null | 103,863,453 | 1 | 2021-04-29T18:15:21 | 551cc592262c444bb21ffa44b3cf1ba6 | HDX | 2026-04-20 |
-15.936561 | 18.125004 | 5,243,415,922 | node | 6.25 | dentist | null | null | null | 54,012,642 | 1 | 2017-11-22T21:21:42 | 327b1fb3c632455b8d93d2105837ca32 | HDX | 2026-04-20 |
null | null | 621,775,274 | way | 12.5 | hospital | hospital | Dispensaire Sithiane | null | 113,134,160 | 2 | 2021-10-29T17:21:56 | c73098b23aa94e4aad2d8c56cee2d647 | HDX | 2026-04-20 |
-15.941901 | 18.075094 | 6,557,660,645 | node | 6.25 | hospital | null | null | null | 71,400,734 | 1 | 2019-06-19T13:00:49 | 46217bd15800452d85ce2d50701b8e1d | HDX | 2026-04-20 |
null | null | 334,308,412 | way | 12.5 | hospital | hospital | Centre de santé | null | 127,673,292 | 2 | 2022-10-17T13:23:19 | 066d949236c44e0b87ab48afe9e04bfa | HDX | 2026-04-20 |
null | null | 932,513,555 | way | 9.375 | pharmacy | null | Pharmacie Carrefour TVZ | null | 123,128,440 | 3 | 2022-07-02T17:50:04 | 2eba394b8ed641fbba9f3b4e4597bf9f | HDX | 2026-04-20 |
null | null | 137,006,238 | way | 15.625 | hospital | hospital | Hôpital Régional de Nouadhibou مستشفى نواذيبو الإقليمي | Nouadhibou نواذيبو | 163,939,019 | 8 | 2025-03-22T09:59:12 | a077f6608df047028c67e877d62f6a46 | HDX | 2026-04-20 |
-15.938619 | 18.120662 | 4,440,704,489 | node | 6.25 | pharmacy | null | null | null | 42,778,069 | 1 | 2016-10-10T13:58:48 | 342a440e197b4759a844c0ed263d0a75 | HDX | 2026-04-20 |
-15.94759 | 18.051487 | 8,707,311,231 | node | 6.25 | pharmacy | null | null | null | 104,270,551 | 1 | 2021-05-06T19:01:29 | 5fd0601da41d44e3a0f6a0410372dcdb | HDX | 2026-04-20 |
-15.975588 | 18.018591 | 7,992,931,085 | node | 6.25 | pharmacy | null | null | null | 103,715,010 | 2 | 2021-04-27T14:58:18 | e7700fd0a8174cac8bda88dbe9329be9 | HDX | 2026-04-20 |
-15.963139 | 18.041468 | 8,707,163,465 | node | 6.25 | pharmacy | null | null | null | 104,268,792 | 1 | 2021-05-06T18:09:47 | 273cf0f69eaf479880a7a426da8affc1 | HDX | 2026-04-20 |
-16.008767 | 18.105534 | 8,699,549,266 | node | 9.375 | pharmacy | null | Pharmacie El Merkaziya | null | 104,148,054 | 1 | 2021-05-04T22:17:40 | 8bdad58b097b430f8ec5b78080326439 | HDX | 2026-04-20 |
null | null | 334,303,506 | way | 12.5 | hospital | null | Centre de santé مركز الصحة | Nouakchott نواكشوط | 163,195,312 | 3 | 2025-03-04T10:30:54 | 4daa21812936401c8c9e8023dc0bf06e | HDX | 2026-04-20 |
-15.997843 | 18.127889 | 8,696,257,857 | node | 9.375 | pharmacy | null | Pharmacie Family | null | 104,099,237 | 1 | 2021-05-04T06:47:51 | 044f85e9de3a42f2957775edbb9561e7 | HDX | 2026-04-20 |
null | null | 1,059,618,716 | way | 12.5 | pharmacy | pharmacy | null | null | 120,895,826 | 1 | 2022-05-12T15:43:01 | 511cc9c3e2074d5a9313619e1322abdc | HDX | 2026-04-20 |
-15.967747 | 18.002624 | 8,670,648,341 | node | 6.25 | pharmacy | null | null | null | 103,675,484 | 1 | 2021-04-27T05:45:33 | b33e5de51b92424e9b8989299f3f8d07 | HDX | 2026-04-20 |
-15.950098 | 18.074698 | 5,857,238,685 | node | 6.25 | clinic | null | null | null | 61,993,139 | 1 | 2018-08-25T19:46:25 | 9f79d2729b2947b793bc038e9f542c1a | HDX | 2026-04-20 |
-15.937164 | 18.048915 | 8,645,899,082 | node | 9.375 | pharmacy | null | Pharmaceutique El Watan | null | 104,270,551 | 2 | 2021-05-06T19:01:29 | 5ed08c21ba0148ad8cf2f51cf8bdf28b | HDX | 2026-04-20 |
-15.961302 | 18.057718 | 8,645,899,075 | node | 15.625 | pharmacy | pharmacy | Pharmaceutique El Mouna | null | 138,296,722 | 2 | 2023-07-09T13:26:31 | 55da58d18e4d4a79a382b5b3f4fb2b08 | HDX | 2026-04-20 |
-15.938944 | 18.086295 | 8,716,498,993 | node | 9.375 | pharmacy | null | D. Pharmacie El Weva | null | 104,417,305 | 1 | 2021-05-10T03:27:53 | 3af9945b6f2d4a11bacfb37ae403ffca | HDX | 2026-04-20 |
-15.954835 | 18.078484 | 8,709,556,629 | node | 9.375 | pharmacy | null | D. Pharmacie Errathane | null | 104,319,127 | 1 | 2021-05-07T12:40:49 | 0c9c0c66f83d473ea9d5635e9074feb0 | HDX | 2026-04-20 |
-15.957788 | 18.099953 | 8,709,854,932 | node | 9.375 | pharmacy | null | Pharmacie el Insaniya | null | 104,324,869 | 1 | 2021-05-07T14:33:33 | a4d40755f00f47ceb337026ee6950575 | HDX | 2026-04-20 |
-15.979115 | 18.093669 | 3,588,102,735 | node | 15.625 | dentist | dentist | Cabinet dentaire Dhou Noureyne عيادة الأسنان ذو نورين | Nouakchott | 162,807,985 | 4 | 2025-02-22T09:00:19 | bc4e9c8f80cf4e8c8727698536f9a95a | HDX | 2026-04-20 |
null | null | 332,352,354 | way | 12.5 | pharmacy | pharmacy | null | نواكشوط | 82,679,828 | 2 | 2020-03-26T19:46:29 | 2de12c38018747e4b67d58a4009519ee | HDX | 2026-04-20 |
null | null | 706,536,175 | way | 15.625 | doctors | null | Poste de santé gouvernemental | null | 72,536,294 | 1 | 2019-07-23T02:29:01 | 6ebe69181e974c448f96b2f5eb678317 | HDX | 2026-04-20 |
-15.925112 | 18.065702 | 8,707,733,718 | node | 6.25 | clinic | null | null | null | 104,277,237 | 1 | 2021-05-06T22:51:21 | f4582a0fd3e942e8a2f993e0fe53ba4d | HDX | 2026-04-20 |
-15.978872 | 18.095347 | 4,638,225,890 | node | 15.625 | pharmacy | pharmacy | Pharmacie de l'Espoir صيدلية الأمل | Nouakchott نواكشوط | 162,797,231 | 5 | 2025-02-21T21:38:48 | ca1207e32ef24a769b27bddc28e71e0a | HDX | 2026-04-20 |
-15.994368 | 18.128918 | 8,699,603,047 | node | 9.375 | clinic | null | GGRS | null | 104,148,871 | 1 | 2021-05-04T23:00:21 | 462c1024dcc34cfa89b78fb5c98c95bb | HDX | 2026-04-20 |
-15.959377 | 18.008446 | 8,670,648,343 | node | 6.25 | pharmacy | null | null | null | 103,675,484 | 1 | 2021-04-27T05:45:33 | 542ae1c4cbc4400c8a478a0730a294ec | HDX | 2026-04-20 |
-15.923525 | 18.110691 | 8,707,675,716 | node | 9.375 | pharmacy | null | D. Pharmacie Es. Siha | null | 104,276,650 | 1 | 2021-05-06T22:19:27 | b17c5503f84d4abb94d4a7920c2bd766 | HDX | 2026-04-20 |
null | null | 241,512,916 | way | 9.375 | hospital | null | Tab El Hadj | null | 102,879,205 | 3 | 2021-04-13T16:53:32 | 7ca362710b1b4c9f8041ea669374baae | HDX | 2026-04-20 |
-15.922147 | 18.137073 | 8,704,083,027 | node | 6.25 | pharmacy | null | null | null | 104,224,976 | 1 | 2021-05-06T06:19:00 | 823740e2827f482e8d64b913999e29d3 | HDX | 2026-04-20 |
null | null | 231,486,127 | way | 15.625 | hospital | hospital | Centre de santé Toujounine مستوصف توجنين | Nouakchott نواكشوط | 170,938,685 | 12 | 2025-08-24T17:56:18 | df46f3327cd14359a6fee71c6de2dd59 | HDX | 2026-04-20 |
-15.93285 | 18.134578 | 8,706,634,740 | node | 9.375 | dentist | null | Cabinet | null | 104,260,508 | 1 | 2021-05-06T14:46:43 | c020d05b18ae4f6b9f98a6e990c2c092 | HDX | 2026-04-20 |
-15.977942 | 18.081689 | 8,710,547,920 | node | 9.375 | pharmacy | null | Pharmacie Errahma | null | 104,336,330 | 1 | 2021-05-07T18:41:27 | 8f31d2c6030246a5bcd66d802d5bfed6 | HDX | 2026-04-20 |
-15.917437 | 18.038296 | 8,707,346,041 | node | 9.375 | pharmacy | null | Pharmaceutique Eymene | null | 104,271,480 | 1 | 2021-05-06T19:26:06 | 740fda22c23d497982b14393d9650e3d | HDX | 2026-04-20 |
-15.981474 | 18.080552 | 8,710,547,924 | node | 12.5 | pharmacy | pharmacy | null | نواكشوط | 111,059,329 | 2 | 2021-09-11T12:06:57 | 27ce8b56b2fc4fb98cc0857152eb4558 | HDX | 2026-04-20 |
-15.948864 | 18.071752 | 8,647,875,523 | node | 9.375 | clinic | null | Center medical de la Police Nationale | null | 103,280,232 | 1 | 2021-04-20T15:09:54 | 937bd0fa1c7948c384372abb05608f1f | HDX | 2026-04-20 |
-15.945778 | 18.132917 | 8,706,615,390 | node | 9.375 | doctors | null | Cabinet Medical al Farabi | null | 104,260,508 | 1 | 2021-05-06T14:46:43 | 534d3cb6bd2b409d9e62277c8d7fb008 | HDX | 2026-04-20 |
-15.954955 | 18.104666 | 8,703,709,034 | node | 9.375 | pharmacy | pharmacy | null | null | 124,127,433 | 2 | 2022-07-27T08:20:06 | 1c7183d0c29f4ca0bd5672779a63a126 | HDX | 2026-04-20 |
-15.943045 | 18.046677 | 8,657,786,616 | node | 6.25 | pharmacy | null | null | null | 103,451,193 | 1 | 2021-04-23T05:22:45 | 2cd662219a954740896f7474cdb1466a | HDX | 2026-04-20 |
-15.97479 | 18.023043 | 7,992,931,086 | node | 6.25 | pharmacy | null | null | null | 92,249,768 | 1 | 2020-10-09T17:41:20 | 1bf0144bccc14a4fa4f732bef0f44c21 | HDX | 2026-04-20 |
null | null | 229,333,517 | way | 15.625 | clinic | clinic | Clinique El Maram عيادة المرام | Nouakchott نواكشوط | 163,104,622 | 8 | 2025-03-01T22:38:13 | 3ed3cd185ab241f5acad95404eed266a | HDX | 2026-04-20 |
null | null | 228,620,822 | way | 18.75 | hospital | hospital | Hôpital de l'Amitié مستشفى الصداقة | Nouakchott نواكشوط | 163,104,622 | 9 | 2025-03-01T22:38:13 | bf002f7cee794ab08c3277c76ccccda8 | HDX | 2026-04-20 |
-15.958159 | 18.076934 | 8,709,556,011 | node | 6.25 | pharmacy | null | null | null | 104,319,127 | 1 | 2021-05-07T12:40:49 | 2229f5136b2d4224817da8e0fc3b787c | HDX | 2026-04-20 |
-15.951553 | 18.032362 | 8,657,800,522 | node | 6.25 | pharmacy | null | null | null | 103,451,193 | 1 | 2021-04-23T05:22:45 | 8f92037d807b416391a3aeed7a5cdfa4 | HDX | 2026-04-20 |
-15.984917 | 18.088184 | 3,502,880,932 | node | 18.75 | pharmacy | pharmacy | Pharmacie Dr Bedih الصيدلي الدكتور بديه | Nouakchott نواكشوط | 162,808,747 | 4 | 2025-02-22T09:23:20 | 088c08dac62c4e58b81b2bcae3e5acfb | HDX | 2026-04-20 |
-13.051188 | 20.52121 | 6,278,025,386 | node | 9.375 | dentist | null | null | null | 67,185,793 | 1 | 2019-02-14T08:19:16 | 3ccae44d25144edba50b3f8c0d8be147 | HDX | 2026-04-20 |
-15.940693 | 18.085859 | 8,716,498,931 | node | 6.25 | pharmacy | null | null | null | 104,417,305 | 1 | 2021-05-10T03:27:53 | 0e2d747588d149e7b58cfaa11e88503c | HDX | 2026-04-20 |
-15.963805 | 18.126714 | 8,703,837,621 | node | 9.375 | pharmacy | null | Pharmacie Essadagha 2 | null | 104,220,892 | 1 | 2021-05-06T05:13:49 | 0fcc5056bc9145038a373d091910a917 | HDX | 2026-04-20 |
-15.934241 | 18.094729 | 8,716,498,965 | node | 9.375 | pharmacy | null | D. Pharmacie Essava | null | 104,417,305 | 1 | 2021-05-10T03:27:53 | 08c89e0bb8594d708b342fcedfdbcf8f | HDX | 2026-04-20 |
null | null | 368,930,739 | way | 12.5 | pharmacy | pharmacy | null | Nouakchott نواكشوط | 163,855,077 | 3 | 2025-03-20T10:29:28 | 46ca9255b7224ab9babc989ef5a868c2 | HDX | 2026-04-20 |
-15.971816 | 18.102328 | 8,644,216,302 | node | 15.625 | pharmacy | pharmacy | Pharmacie Chifa صيدلية شفاء | Nouakchott | 170,299,388 | 4 | 2025-08-11T15:20:40 | 827e622ed3484c76aa016dacaea0959c | HDX | 2026-04-20 |
-15.996458 | 18.075968 | 8,686,361,278 | node | 9.375 | pharmacy | null | Pharmacie Goudal Fan | null | 103,942,661 | 1 | 2021-05-01T05:35:49 | 9e3727f5a341469293bd6be81b71e863 | HDX | 2026-04-20 |
-15.985844 | 18.1018 | 8,710,614,685 | node | 9.375 | pharmacy | null | Pharmacie el Avia | null | 104,338,955 | 1 | 2021-05-07T19:56:02 | 43f599abbf1644a6b39140f37cf010a8 | HDX | 2026-04-20 |
Mauritania 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: MRT.
Curated into ML-ready Parquet format by Electric Sheep Africa.
Dataset Characteristics
| Domain | Public health |
| Unit of observation | Tabular records |
| Rows (total) | 414 |
| Columns | 15 (6 numeric, 8 categorical, 0 datetime) |
| Train split | 331 rows |
| Test split | 82 rows |
| Geographic scope | MRT |
| Publisher | Global Healthsites Mapping Project |
| HDX last updated | 2025-10-15 |
Variables
Geographic — x (range -17.0464–-8.9939), y (range 15.084–20.9767), osm_type (node, way), loc_amenity (pharmacy, hospital, clinic), addr_city (Nouakchott نواكشوط, نواكشوط, Nouakchott).
Temporal — changeset_timestamp.
Identifier / Metadata — osm_id (range 137006238.0–13072385469.0), loc_name (Centre de santé مركز الصحة, Cabinet Medical, D. Pharmacie), changeset_id (range 19516581.0–172714258.0), meta_id (9f9e859b756c4a888f839896cc6e8094, 274b7f9ea9114520ac5b2c23442f723f, 214e016545cf40c5bc9df8d383a290f8), esa_source (HDX) and 1 others.
Other — completeness (range 6.25–37.5), meta_healthcare (pharmacy, hospital, clinic), changeset_version (range 1.0–12.0).
Quick Start
from datasets import load_dataset
ds = load_dataset("electricsheepafrica/africa-health-facilities-mauritania")
train = ds["train"].to_pandas()
test = ds["test"].to_pandas()
print(train.shape)
train.head()
Schema
| Column | Type | Null % | Range / Sample Values |
|---|---|---|---|
x |
float64 | 24.2% | -17.0464 – -8.9939 (mean -15.7582) |
y |
float64 | 24.2% | 15.084 – 20.9767 (mean 18.02) |
osm_id |
int64 | 0.0% | 137006238.0 – 13072385469.0 (mean 6238082004.6932) |
osm_type |
object | 0.0% | node, way |
completeness |
float64 | 0.0% | 6.25 – 37.5 (mean 10.7563) |
loc_amenity |
object | 1.0% | pharmacy, hospital, clinic |
meta_healthcare |
object | 66.9% | pharmacy, hospital, clinic |
loc_name |
object | 32.9% | Centre de santé مركز الصحة, Cabinet Medical, D. Pharmacie |
addr_city |
object | 74.6% | Nouakchott نواكشوط, نواكشوط, Nouakchott |
changeset_id |
int64 | 0.0% | 19516581.0 – 172714258.0 (mean 113476533.314) |
changeset_version |
int64 | 0.0% | 1.0 – 12.0 (mean 2.0314) |
changeset_timestamp |
datetime64[ns, UTC] | 0.0% | |
meta_id |
object | 0.0% | 9f9e859b756c4a888f839896cc6e8094, 274b7f9ea9114520ac5b2c23442f723f, 214e016545cf40c5bc9df8d383a290f8 |
esa_source |
object | 0.0% | HDX |
esa_processed |
object | 0.0% | 2026-04-20 |
Numeric Summary
| Column | Min | Max | Mean | Median |
|---|---|---|---|---|
x |
-17.0464 | -8.9939 | -15.7582 | -15.9512 |
y |
15.084 | 20.9767 | 18.02 | 18.0756 |
osm_id |
137006238.0 | 13072385469.0 | 6238082004.6932 | 8657017950.0 |
completeness |
6.25 | 37.5 | 10.7563 | 9.375 |
changeset_id |
19516581.0 | 172714258.0 | 113476533.314 | 104300393.0 |
changeset_version |
1.0 | 12.0 | 2.0314 | 1.0 |
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. 22 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,addr_city. - Refer to the original HDX dataset page for the publisher's own methodology notes and caveats.
Citation
@dataset{hdx_africa_health_facilities_mauritania,
title = {Mauritania Healthsites},
author = {Global Healthsites Mapping Project},
year = {2025},
url = {https://data.humdata.org/dataset/mauritania-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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