Data centers

R-bloggers 2025-11-04

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6509Es – CC-BY-NC by Bob Mical

Day 4 of 30DayMapChallenge: « My data » (previously).

Where are my data? Partly in a data center; probably with your data too… So, where are they?

library(dplyr)library(purrr)library(sf)library(osmdata)library(glue)library(leaflet)

We send an Overpass API query with {osmdata}:

# Get and cache OSM data for Franceif (!file.exists("dc.rds")) {  dc <- getbb("France métropolitaine") |>     opq(osm_types = "nw", timeout = 6000) |>    add_osm_features(features = list(      "telecom" = "data_center",      "building" = "data_center")) |>     osmdata_sf()     saveRDS(dc, "dc.rds")} else {  dc <- readRDS("dc.rds")}

There is certainly more than just data centers (telecom equipment for example, I guess), but I’m OK with that…

Map

dc |>   pluck("osm_points") |>  bind_rows(dc |>               pluck("osm_polygons") |>               st_centroid()) |>   leaflet() |>   addTiles() |>   addCircleMarkers(    clusterOptions = markerClusterOptions(),    popup = ~glue("{name}<br>{operator}"))

{"x":{"options":{"crs":{"crsClass":"L.CRS.EPSG3857","code":null,"proj4def":null,"projectedBounds":null,"options":{}}},"calls":[{"method":"addTiles","args":["https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",null,null,{"minZoom":0,"maxZoom":18,"tileSize":256,"subdomains":"abc","errorTileUrl":"","tms":false,"noWrap":false,"zoomOffset":0,"zoomReverse":false,"opacity":1,"zIndex":1,"detectRetina":false,"attribution":"© <a href=https://r.iresmi.net/posts/2025/data_centers/ rel="nofollow" target="_blank">OpenStreetMap<\/a>, </a><a href=https://r.iresmi.net/posts/2025/data_centers/ rel="nofollow" target="_blank">ODbL<\/a>"}]},{"method":"addCircleMarkers","args":[[51.1326058,51.1326407,51.1323554,51.1323205,50.1446177,50.1445423,50.1442521,50.1443276,50.1441562,50.1443708,50.1440814,50.1444456,50.8682995,50.8680696,50.8676592,50.8678891,50.8687991,50.8684199,50.8679877,50.8682092,50.8681307,50.8683327,50.8684645,50.8684112,43.2990661,43.2990293,43.2987791,43.2987804,43.2986946,43.2987314,50.0981358,50.0972085,50.0973517,50.0986729,50.0986016,50.0982086,50.8815376,50.8813008,50.8813082,50.8815456,50.8712091,50.8710933,50.8711134,50.8700372,50.8699855,50.8709705,50.870979,50.8711861,50.8722922,50.8723358,50.8718485,50.8717595,50.8716104,50.871558,50.8720531,50.8721745,50.8738389,50.8732685,50.8733146,50.8738834,50.9120171,50.143396,49.8441493,49.8443795,49.8438104,49.8435526,49.8439493,49.8438861,49.5954988,49.5954361,49.5950865,49.595058,49.5950932,49.5952077,49.5952321,50.9115547,50.9117439,50.9113273,50.0971079,50.0962213,50.0954945,50.0957183,50.0959294,50.0961209,50.0962828,50.0966938,50.0967784,50.0970427,50.0967344,50.0965031,50.879652,50.8794588,50.8799827,50.8801125,50.6232967,50.6230135,50.6229081,50.6228564,50.6227634,50.6227383,50.6224255,50.6227538,50.6929696,50.6929923,50.6930125,50.6930448,50.6929029,50.6929332,50.6924456,50.6923484,50.1931082,50.192936,50.1927268,50.192899,50.1927236,50.1925489,50.1923393,50.192514,48.6471513,48.6461244,48.6496116,48.6503197,48.650492,48.6508427,48.6512848,48.6526923,48.6533727,49.2646684,49.2652174,48.6475235,48.6480987,48.6479602,48.6480169,48.6482557,48.6521296,50.0988015,50.0988221,50.0989319,50.0991002,50.0991791,50.0986794,50.0985984,50.0986241,50.0988965,50.0984223,50.0987927,50.098851,43.6242834,43.624344,48.9269861,48.9269452,48.9269627,48.9270048,48.9270407,48.9264614,48.9264288,48.9263661,48.9263052,48.9263993,48.9263393,48.9262758,48.9276354,48.9275933,48.9276869,48.9277156,48.9277375,48.9279344,48.9279237,48.9279916,48.92797,48.9279622,48.9279776,48.9279805,48.9280018,48.9279795,48.9279974,48.9277676,48.9277393,48.9277771,48.9278242,48.9277967,48.9278348,48.9278074,48.9277068,48.9276802,48.9276516,48.9276241,48.9277496,48.9277132,48.9276894,48.9276648,48.9265291,48.9264892,48.927604,48.927595,48.9275975,48.9279169,48.9279555,48.9279119,48.9276155,48.9277667,48.9277973,48.9278886,48.928005,48.9276299,48.6003427,48.6006199,48.6005898,48.6003125,47.4326919,47.4325805,47.43225,47.4326907,47.433119,47.4327544,47.4327543,47.4323115,47.4323683,47.4324773,47.4330989,47.4330156,47.4328536,47.432833,47.432901,47.4328559,47.4328025,47.4327985,48.6464218,48.6477609,48.6481331,48.649153,48.593216,48.593058,48.5931135,48.5931819,48.5930324,48.5932618,48.5932538,48.5935,48.593448,46.5204274,50.1186318,50.1187755,50.1189991,50.1192018,50.1196328,50.1190222,50.1190344,50.1193789,50.1193139,50.1195243,50.1195373,50.1195186,50.119441,50.1195606,50.1196076,50.1197821,50.1197915,50.1197795,50.1202035,50.1199877,50.119787,50.1198964,50.1201383,50.1202347,50.1204081,50.1203562,50.1203797,50.1204854,50.1203925,50.1203961,50.120344,50.1204083,50.1205258,50.1205618,50.1206185,50.1206679,50.1206962,50.1205882,50.120467,50.1208059,50.1215435,50.1214909,50.1214789,50.1217048,50.1193747,50.1192039,50.1190645,50.1195143,50.119616,50.1193699,50.1195078,50.1196797,50.1199635,50.1198352,50.1198199,50.119796,50.1198749,50.1196499,50.1197803,50.1197842,50.1197974,50.1199056,50.1200022,50.1202167,50.1201079,50.1222767,50.1223897,50.1228181,50.1229514,50.1229293,50.1227963,50.1222667,50.122741,50.1227419,48.5677647,48.5684242,48.5684604,48.5686703,48.5687078,48.5685979,48.5686119,48.5685825,48.56857,48.5690636,48.5690734,48.5678333,48.5678162,48.5680648,48.568082,48.5681412,48.5681255,48.5682999,48.5683088,48.567853,48.5691554,48.569165,48.5690918,48.569083,48.5686959,48.5687081,48.568657,48.5686459,48.5686011,48.5686128,48.568515,48.5685031,48.5694552,48.5695515,48.569447,48.5694356,48.8937718,48.8939145,43.6269758,43.6271316,43.6272175,43.6273018,43.6270993,43.6269044,43.6267637,48.9022473,48.9027476,48.9025622,48.9023398,48.9026477,48.9026853,48.9027103,48.9027725,48.9027672,48.9025778,48.9021287,48.9021298,48.9021423,48.9021415,48.9021726,48.9020587,48.9023222,48.9023329,48.9023715,48.902443,48.6005653,48.9715502,48.9711615,48.9718496,48.9719816,48.9719006,48.972052,48.9716492,48.9717379,48.9717031,48.9716915,48.9725908,48.9724799,48.9726824,45.1683281,45.1684002,45.1683936,45.1683737,45.1686278,45.1686697,49.0133517,49.0136321,49.0135116,49.0134721,48.9024554,48.9025766,47.3932182,47.3932626,47.3928184,47.392777,47.3928164,47.3927774,49.8767269,49.8766409,49.8766296,49.8767505,49.8767541,49.8768274,49.8768317,49.8771591,49.8767624,49.8771031,49.8770534,49.8770405,48.6337268,48.6334811,48.6336638,48.6336954,48.6335441,48.6336586,45.3538992,45.3538661,45.3539906,45.3542039,45.3542477,45.3541258,49.0957826,49.0964008,49.0959074,49.0959082,49.0964336,49.0959732,49.0964099,49.0964189,49.0960081,49.0960345,49.0962848,49.0964404,49.0959997,49.095877,49.0964337,49.09641,45.0485197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