{
  "fedi": {
    "lastUpdate": "08-03-2026",
    "dataFile": "data/fedi-mau/2026-08-03T06:02:43Z.csv",
    "HHI": 572,
    "shannon": 4.8568,
    "simpson": 0.9428,
    "servers": 25411,
    "biggest_abs": 276854,
    "biggest_pct": 21.27,
    "rest_abs": 1024824,
    "rest_pct": 78.73,
    "b_vals": [
      [
        25,
        2
      ],
      [
        50,
        16
      ],
      [
        75,
        72
      ],
      [
        90,
        355
      ],
      [
        99,
        12395
      ],
      [
        99.5,
        18903
      ]
    ]
  },
  "at": {
    "lastUpdate": "08-03-2026",
    "dataFile": "data/at-mau/2026-08-03T06:00:30Z.csv",
    "HHI": 9212,
    "shannon": 0.2641,
    "simpson": 0.0787,
    "servers": 2068,
    "biggest_abs": 4636935,
    "biggest_pct": 95.96,
    "rest_abs": 195102,
    "rest_pct": 4.04,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        1
      ],
      [
        75,
        1
      ],
      [
        90,
        1
      ],
      [
        99,
        6
      ],
      [
        99.5,
        10
      ]
    ]
  },
  "git": {
    "lastUpdate": "08-03-2026",
    "HHI": 9230,
    "shannon": 0.2369,
    "simpson": 0.077,
    "servers": 1586,
    "biggest_abs": 314993096,
    "biggest_pct": 96.05,
    "rest_abs": 12950188,
    "rest_pct": 3.95,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        1
      ],
      [
        75,
        1
      ],
      [
        90,
        1
      ],
      [
        99,
        4
      ],
      [
        99.5,
        5
      ]
    ],
    "dataFile": "data/git/2026-08-03T00:00:00__sh-fromhtml.csv"
  },
  "hosting": {
    "lastUpdate": "10-31-2025",
    "HHI": 744,
    "shannon": 4.9738,
    "simpson": 0.9256,
    "servers": 20955,
    "biggest_abs": 282775,
    "biggest_pct": 24.98,
    "rest_abs": 849111,
    "rest_pct": 75.02,
    "b_vals": [
      [
        25,
        2
      ],
      [
        50,
        15
      ],
      [
        75,
        109
      ],
      [
        90,
        535
      ],
      [
        99,
        10312
      ],
      [
        99.5,
        15296
      ]
    ]
  },
  "dns": {
    "lastUpdate": "05-2023",
    "HHI": 1545,
    "shannon": 3.7577,
    "simpson": 0.8454,
    "servers": 20787,
    "biggest_abs": 42414181,
    "biggest_pct": 37.3,
    "rest_abs": 71307384,
    "rest_pct": 62.7,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        3
      ],
      [
        75,
        22
      ],
      [
        90,
        195
      ],
      [
        99,
        3287
      ],
      [
        99.5,
        5218
      ]
    ]
  },
  "cert": {
    "lastUpdate": "05-2023",
    "HHI": 2260,
    "shannon": 1.7538,
    "simpson": 0.7739,
    "servers": 58,
    "biggest_abs": 13815915,
    "biggest_pct": 35.29,
    "rest_abs": 25332396,
    "rest_pct": 64.71,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        2
      ],
      [
        75,
        4
      ],
      [
        90,
        5
      ],
      [
        99,
        10
      ],
      [
        99.5,
        12
      ]
    ]
  },
  "email": {
    "lastUpdate": "06-2021",
    "HHI": 1323,
    "shannon": 4.6535,
    "simpson": 0.8676,
    "servers": 14274,
    "biggest_abs": 26696.666666666664,
    "biggest_pct": 33.28,
    "rest_abs": 53515.333333333336,
    "rest_pct": 66.72,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        3
      ],
      [
        75,
        103
      ],
      [
        90,
        6221
      ],
      [
        99,
        13440
      ],
      [
        99.5,
        13841
      ]
    ]
  },
  "trends": {
    "fedi": {
      "weekly": {
        "shannon": -0.0387,
        "shannon_contrib": {
          "increase": [
            {
              "host": "gram.social",
              "change": 0.016793,
              "user_change": 6209
            },
            {
              "host": "write.otter.homes",
              "change": 0.013539,
              "user_change": 4198
            },
            {
              "host": "write.owu.one",
              "change": 0.013235,
              "user_change": 4091
            },
            {
              "host": "blog.dakloifarwa.de",
              "change": 0.008979,
              "user_change": 4265
            },
            {
              "host": "write.fediverse.games",
              "change": 0.004417,
              "user_change": 1561
            },
            {
              "host": "blog.sparkway.org",
              "change": 0.003989,
              "user_change": 1406
            },
            {
              "host": "napp.sparkway.org",
              "change": 0.003989,
              "user_change": 1406
            },
            {
              "host": "blogs.oicn.icu",
              "change": 0.003972,
              "user_change": 1400
            },
            {
              "host": "blog.librescrum.org",
              "change": 0.003971,
              "user_change": 1400
            },
            {
              "host": "rsst.sparkway.org",
              "change": 0.003926,
              "user_change": 1393
            }
          ],
          "decrease": [
            {
              "host": "write.underworld.fr",
              "change": -0.026695,
              "user_change": -6400
            },
            {
              "host": "blogz.zaclys.com",
              "change": -0.026541,
              "user_change": -6386
            },
            {
              "host": "mastodontech.de",
              "change": -0.006781,
              "user_change": -1240
            },
            {
              "host": "discuss.tchncs.de",
              "change": -0.004231,
              "user_change": -717
            },
            {
              "host": "dresden.network",
              "change": -0.004103,
              "user_change": -692
            },
            {
              "host": "fed.brid.gy",
              "change": -0.002813,
              "user_change": 216
            },
            {
              "host": "flipboard.social",
              "change": -0.002321,
              "user_change": -501
            },
            {
              "host": "mostr.pub",
              "change": -0.002051,
              "user_change": 178
            },
            {
              "host": "queef.in",
              "change": -0.002032,
              "user_change": 0
            },
            {
              "host": "vmst.io",
              "change": -0.00186,
              "user_change": -280
            }
          ]
        }
      },
      "monthly": {
        "shannon": 0.1393,
        "shannon_contrib": {
          "increase": [
            {
              "host": "blog.dakloifarwa.de",
              "change": 0.071648,
              "user_change": 23144
            },
            {
              "host": "blog.liberta.vip",
              "change": 0.042507,
              "user_change": 11758
            },
            {
              "host": "write.otter.homes",
              "change": 0.032822,
              "user_change": 8514
            },
            {
              "host": "write.owu.one",
              "change": 0.032451,
              "user_change": 8370
            },
            {
              "host": "write.fediverse.games",
              "change": 0.03174,
              "user_change": 8155
            },
            {
              "host": "write.whylib.com",
              "change": 0.030844,
              "user_change": 7999
            },
            {
              "host": "rsst.sparkway.org",
              "change": 0.03075,
              "user_change": 7827
            },
            {
              "host": "rustodon.sparkway.org",
              "change": 0.030724,
              "user_change": 7819
            },
            {
              "host": "wf.unixcat.net",
              "change": 0.030648,
              "user_change": 7795
            },
            {
              "host": "scrolls.anduin.net",
              "change": 0.030575,
              "user_change": 7775
            }
          ],
          "decrease": [
            {
              "host": "findout.media",
              "change": -0.024426,
              "user_change": -5584
            },
            {
              "host": "fed.brid.gy",
              "change": -0.020774,
              "user_change": 960
            },
            {
              "host": "mastodon.social",
              "change": -0.019643,
              "user_change": 16
            },
            {
              "host": "mostr.pub",
              "change": -0.015372,
              "user_change": 900
            },
            {
              "host": "queef.in",
              "change": -0.010916,
              "user_change": 1771
            },
            {
              "host": "mastodontech.de",
              "change": -0.007768,
              "user_change": -1240
            },
            {
              "host": "infosec.exchange",
              "change": -0.007148,
              "user_change": -313
            },
            {
              "host": "lemmy.world",
              "change": -0.007036,
              "user_change": 82
            },
            {
              "host": "mstdn.social",
              "change": -0.006939,
              "user_change": -266
            },
            {
              "host": "forum.ieu.app",
              "change": -0.006658,
              "user_change": -1109
            }
          ]
        }
      }
    },
    "at": {
      "weekly": {
        "shannon": -0.0122,
        "shannon_contrib": {
          "increase": [
            {
              "host": "pds.ekamdor.social",
              "change": 0.002222,
              "user_change": 1333
            },
            {
              "host": "pds.wsocial.network",
              "change": 0.002097,
              "user_change": 1907
            },
            {
              "host": "atproto.brid.gy",
              "change": 0.001925,
              "user_change": 1839
            },
            {
              "host": "tdpl.io",
              "change": 0.000903,
              "user_change": 644
            },
            {
              "host": "blacksky.app",
              "change": 0.000706,
              "user_change": 504
            },
            {
              "host": "eurosky.social",
              "change": 0.000548,
              "user_change": 341
            },
            {
              "host": "certified-apppds-core-epds-pr-218.up.railway.app",
              "change": 0.000487,
              "user_change": 237
            },
            {
              "host": "pds.radial.fan",
              "change": 0.000444,
              "user_change": 280
            },
            {
              "host": "certified-apppds-core-pr-5c336d-148.up.railway.app",
              "change": 0.000435,
              "user_change": 209
            },
            {
              "host": "certified-apppds-core-epds-pr-231.up.railway.app",
              "change": 0.000408,
              "user_change": 195
            }
          ],
          "decrease": [
            {
              "host": "wallets.tz2at.store",
              "change": -0.007606,
              "user_change": -14018
            },
            {
              "host": "contracts.tz2at.store",
              "change": -0.004766,
              "user_change": -4357
            },
            {
              "host": ".host.bsky.network",
              "change": -0.002742,
              "user_change": -53064
            },
            {
              "host": "marketplaces.tz2at.store",
              "change": -0.002488,
              "user_change": -1847
            },
            {
              "host": "fmpds.cacheblasters.com",
              "change": -0.002322,
              "user_change": -1397
            },
            {
              "host": "certified.one",
              "change": -0.001841,
              "user_change": -1897
            },
            {
              "host": "taipei.hsuanyuchou.net",
              "change": -0.001306,
              "user_change": -726
            },
            {
              "host": "bs.k4zka.online",
              "change": -0.000874,
              "user_change": -462
            },
            {
              "host": "social.selting.website",
              "change": -0.000787,
              "user_change": -411
            },
            {
              "host": "r.radical.world",
              "change": -0.000725,
              "user_change": -375
            }
          ]
        }
      },
      "monthly": {
        "shannon": -0.2398,
        "shannon_contrib": {
          "increase": [
            {
              "host": "pds.wsocial.network",
              "change": 0.008497,
              "user_change": 7281
            },
            {
              "host": "certified.one",
              "change": 0.007733,
              "user_change": 6237
            },
            {
              "host": "tdpl.io",
              "change": 0.005009,
              "user_change": 3324
            },
            {
              "host": "atproto.brid.gy",
              "change": 0.00415,
              "user_change": 2259
            },
            {
              "host": "pds.radial.fan",
              "change": 0.002411,
              "user_change": 1439
            },
            {
              "host": "pds.ekamdor.social",
              "change": 0.002172,
              "user_change": 1303
            },
            {
              "host": "eurosky.social",
              "change": 0.002022,
              "user_change": 564
            },
            {
              "host": "bsky.helvetet.eu",
              "change": 0.001488,
              "user_change": 832
            },
            {
              "host": "pds.1095.me",
              "change": 0.001353,
              "user_change": 798
            },
            {
              "host": "blacksky.app",
              "change": 0.001301,
              "user_change": 674
            }
          ],
          "decrease": [
            {
              "host": "bbi.to",
              "change": -0.083614,
              "user_change": -117290
            },
            {
              "host": ".host.bsky.network",
              "change": -0.041136,
              "user_change": -272313
            },
            {
              "host": "fmpds.cacheblasters.com",
              "change": -0.033882,
              "user_change": -36392
            },
            {
              "host": "pds.federdeck.com",
              "change": -0.024264,
              "user_change": -24063
            },
            {
              "host": "bsky.global",
              "change": -0.020826,
              "user_change": -19966
            },
            {
              "host": "bsky.chrise.com",
              "change": -0.014689,
              "user_change": -13093
            },
            {
              "host": "haruhwa.com",
              "change": -0.014498,
              "user_change": -12894
            },
            {
              "host": "social.selting.website",
              "change": -0.012621,
              "user_change": -10921
            },
            {
              "host": "nacg.club",
              "change": -0.012344,
              "user_change": -10635
            },
            {
              "host": "wallets.tz2at.store",
              "change": -0.005728,
              "user_change": -20164
            }
          ]
        }
      }
    },
    "git": {
      "weekly": {
        "shannon": 0.0,
        "shannon_contrib": {
          "increase": [
            {
              "host": "guix.gnu.org",
              "change": 1e-06,
              "user_change": 43
            },
            {
              "host": "git.codelinaro.org",
              "change": 1e-06,
              "user_change": 25
            },
            {
              "host": "codeberg.org",
              "change": 1e-06,
              "user_change": 26
            },
            {
              "host": "forge.softwareheritage.org",
              "change": 0.0,
              "user_change": 12
            },
            {
              "host": "phabricator.kde.org",
              "change": 0.0,
              "user_change": 7
            },
            {
              "host": "maven-central",
              "change": 0.0,
              "user_change": 11
            },
            {
              "host": "git.nicholasjohnson.ch",
              "change": 0.0,
              "user_change": 3
            },
            {
              "host": "gitlab.steamos.cloud",
              "change": 0.0,
              "user_change": 3
            },
            {
              "host": "gitlab.inria.fr",
              "change": 0.0,
              "user_change": 5
            },
            {
              "host": "us3-mirror-android.googlesource.com",
              "change": 0.0,
              "user_change": 4
            }
          ],
          "decrease": [
            {
              "host": "gitlab.com",
              "change": -4e-06,
              "user_change": 7
            },
            {
              "host": "bitbucket",
              "change": -3e-06,
              "user_change": -4
            },
            {
              "host": "github",
              "change": -3e-06,
              "user_change": 27462
            },
            {
              "host": "bitbucket.org",
              "change": -3e-06,
              "user_change": -4
            },
            {
              "host": "packagist",
              "change": -1e-06,
              "user_change": 1
            },
            {
              "host": "main",
              "change": -0.0,
              "user_change": 0
            },
            {
              "host": "launchpad",
              "change": -0.0,
              "user_change": -1
            },
            {
              "host": "gitorious",
              "change": -0.0,
              "user_change": 0
            },
            {
              "host": "src.fedoraproject.org",
              "change": -0.0,
              "user_change": 0
            },
            {
              "host": "salsa.debian.org",
              "change": -0.0,
              "user_change": 1
            }
          ]
        }
      },
      "monthly": {
        "shannon": 0.0,
        "shannon_contrib": {
          "increase": [
            {
              "host": "guix.gnu.org",
              "change": 6e-06,
              "user_change": 230
            },
            {
              "host": "us3-mirror-android.googlesource.com",
              "change": 1e-06,
              "user_change": 26
            },
            {
              "host": "android.googlesource.com",
              "change": 1e-06,
              "user_change": 26
            },
            {
              "host": "codeberg.org",
              "change": 1e-06,
              "user_change": 48
            },
            {
              "host": "gitlab.univ-lr.fr",
              "change": 1e-06,
              "user_change": 17
            },
            {
              "host": "git.codelinaro.org",
              "change": 1e-06,
              "user_change": 22
            },
            {
              "host": "gitlab.inria.fr",
              "change": 1e-06,
              "user_change": 21
            },
            {
              "host": "apache.googlesource.com",
              "change": 1e-06,
              "user_change": 18
            },
            {
              "host": "forge.softwareheritage.org",
              "change": 0.0,
              "user_change": 12
            },
            {
              "host": "gitlab.linphone.org",
              "change": 0.0,
              "user_change": 10
            }
          ],
          "decrease": [
            {
              "host": "gitlab.com",
              "change": -1.6e-05,
              "user_change": 26
            },
            {
              "host": "bitbucket",
              "change": -1.1e-05,
              "user_change": -10
            },
            {
              "host": "github",
              "change": -1e-05,
              "user_change": 103348
            },
            {
              "host": "bitbucket.org",
              "change": -1e-05,
              "user_change": -8
            },
            {
              "host": "packagist",
              "change": -2e-06,
              "user_change": -1
            },
            {
              "host": "main",
              "change": -1e-06,
              "user_change": 0
            },
            {
              "host": "launchpad",
              "change": -1e-06,
              "user_change": -3
            },
            {
              "host": "gitorious",
              "change": -1e-06,
              "user_change": 0
            },
            {
              "host": "salsa.debian.org",
              "change": -0.0,
              "user_change": 1
            },
            {
              "host": "src.fedoraproject.org",
              "change": -0.0,
              "user_change": 1
            }
          ]
        }
      }
    },
    "fedi_software": {
      "weekly": {
        "shannon": 0.016,
        "shannon_contrib": {
          "increase": [
            {
              "host": "writefreely",
              "change": 0.011802,
              "user_change": 23009
            },
            {
              "host": "pixelfed",
              "change": 0.010018,
              "user_change": 11373
            },
            {
              "host": "mastodon",
              "change": 0.004731,
              "user_change": -1289
            },
            {
              "host": "ravarkon-social",
              "change": 0.003183,
              "user_change": 541
            },
            {
              "host": "microdotblog",
              "change": 0.001829,
              "user_change": 836
            },
            {
              "host": "NodeBB",
              "change": 0.001222,
              "user_change": 370
            },
            {
              "host": "elektrine",
              "change": 0.000781,
              "user_change": 236
            },
            {
              "host": "plume",
              "change": 0.000302,
              "user_change": 186
            },
            {
              "host": "piefed",
              "change": 0.000237,
              "user_change": 264
            },
            {
              "host": "seikey",
              "change": 0.000197,
              "user_change": 30
            }
          ],
          "decrease": [
            {
              "host": "peertube",
              "change": -0.004105,
              "user_change": -1040
            },
            {
              "host": "lemmy",
              "change": -0.002932,
              "user_change": -541
            },
            {
              "host": "bridgy-fed",
              "change": -0.002813,
              "user_change": 216
            },
            {
              "host": "mostr",
              "change": -0.002051,
              "user_change": 178
            },
            {
              "host": "glorp",
              "change": -0.002032,
              "user_change": 0
            },
            {
              "host": "fedibird",
              "change": -0.00099,
              "user_change": -116
            },
            {
              "host": "ghost",
              "change": -0.000894,
              "user_change": -65
            },
            {
              "host": "wordpress",
              "change": -0.000535,
              "user_change": 9
            },
            {
              "host": "friendica",
              "change": -0.000347,
              "user_change": -30
            },
            {
              "host": "zerocat",
              "change": -0.000324,
              "user_change": 24
            }
          ]
        }
      },
      "monthly": {
        "shannon": 0.1974,
        "shannon_contrib": {
          "increase": [
            {
              "host": "writefreely",
              "change": 0.250962,
              "user_change": 201410
            },
            {
              "host": "mastodon",
              "change": 0.048619,
              "user_change": -15431
            },
            {
              "host": "pixelfed",
              "change": 0.014446,
              "user_change": 29052
            },
            {
              "host": "piefed",
              "change": 0.005952,
              "user_change": 2720
            },
            {
              "host": "ravarkon-social",
              "change": 0.003309,
              "user_change": 555
            },
            {
              "host": "microdotblog",
              "change": 0.002869,
              "user_change": 2383
            },
            {
              "host": "elektrine",
              "change": 0.001242,
              "user_change": 599
            },
            {
              "host": "welley",
              "change": 0.000888,
              "user_change": 125
            },
            {
              "host": "hybridsocial",
              "change": 0.000635,
              "user_change": 90
            },
            {
              "host": "Vernissage",
              "change": 0.000541,
              "user_change": 116
            }
          ],
          "decrease": [
            {
              "host": "bridgy-fed",
              "change": -0.020774,
              "user_change": 960
            },
            {
              "host": "peertube",
              "change": -0.020307,
              "user_change": -2269
            },
            {
              "host": "mostr",
              "change": -0.015372,
              "user_change": 900
            },
            {
              "host": "lemmy",
              "change": -0.013392,
              "user_change": -164
            },
            {
              "host": "glorp",
              "change": -0.010916,
              "user_change": 1771
            },
            {
              "host": "NodeBB",
              "change": -0.006484,
              "user_change": -964
            },
            {
              "host": "ghost",
              "change": -0.005758,
              "user_change": -197
            },
            {
              "host": "wordpress",
              "change": -0.005145,
              "user_change": -256
            },
            {
              "host": "fedibird",
              "change": -0.005105,
              "user_change": -175
            },
            {
              "host": "loops",
              "change": -0.004936,
              "user_change": -465
            }
          ]
        }
      }
    },
    "bsky_verifiers": {
      "weekly": {
        "shannon": -0.0037,
        "shannon_contrib": {
          "increase": [],
          "decrease": [
            {
              "host": "@bsky.app",
              "change": -0.000736,
              "user_change": 51
            },
            {
              "host": "@theathletic.com",
              "change": -0.000464,
              "user_change": 0
            },
            {
              "host": "@financialtimes.com",
              "change": -0.000369,
              "user_change": 0
            },
            {
              "host": "@ign.com",
              "change": -0.000273,
              "user_change": 0
            },
            {
              "host": "@washingtonpost.com",
              "change": -0.000247,
              "user_change": 0
            },
            {
              "host": "@nytimes.com",
              "change": -0.000241,
              "user_change": 0
            },
            {
              "host": "@nbcnews.com",
              "change": -0.00023,
              "user_change": 0
            },
            {
              "host": "@wired.com",
              "change": -0.0002,
              "user_change": 0
            },
            {
              "host": "@theglobeandmail.com",
              "change": -0.000148,
              "user_change": 0
            },
            {
              "host": "@huffpost.com",
              "change": -0.000136,
              "user_change": 0
            }
          ]
        }
      },
      "monthly": {
        "shannon": -0.0128,
        "shannon_contrib": {
          "increase": [],
          "decrease": [
            {
              "host": "@bsky.app",
              "change": -0.00253,
              "user_change": 179
            },
            {
              "host": "@theathletic.com",
              "change": -0.001657,
              "user_change": 0
            },
            {
              "host": "@financialtimes.com",
              "change": -0.001319,
              "user_change": 0
            },
            {
              "host": "@washingtonpost.com",
              "change": -0.000883,
              "user_change": 0
            },
            {
              "host": "@nytimes.com",
              "change": -0.000863,
              "user_change": 0
            },
            {
              "host": "@nbcnews.com",
              "change": -0.000823,
              "user_change": 0
            },
            {
              "host": "@wired.com",
              "change": -0.000717,
              "user_change": 0
            },
            {
              "host": "@ign.com",
              "change": -0.000572,
              "user_change": 1
            },
            {
              "host": "@theglobeandmail.com",
              "change": -0.00053,
              "user_change": 0
            },
            {
              "host": "@huffpost.com",
              "change": -0.000487,
              "user_change": 0
            }
          ]
        }
      }
    }
  },
  "bsky_verifiers": {
    "HHI": 7409,
    "shannon": 0.7586,
    "simpson": 0.2591,
    "servers": 22,
    "biggest_abs": 7142,
    "biggest_pct": 85.95,
    "rest_abs": 1167,
    "rest_pct": 14.05,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        1
      ],
      [
        75,
        1
      ],
      [
        90,
        3
      ],
      [
        99,
        13
      ],
      [
        99.5,
        16
      ]
    ],
    "lastUpdate": "08-03-2026",
    "dataFile": "data/bsky-verifiers/2026-08-03T06:06:18Z.csv"
  },
  "fedi_software": {
    "HHI": 2934,
    "shannon": 1.8054,
    "simpson": 0.7065,
    "servers": 203,
    "biggest_abs": 651950,
    "biggest_pct": 50.09,
    "rest_abs": 649728,
    "rest_pct": 49.91,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        1
      ],
      [
        75,
        4
      ],
      [
        90,
        7
      ],
      [
        99,
        22
      ],
      [
        99.5,
        27
      ]
    ],
    "lastUpdate": "08-03-2026",
    "dataFile": "data/fedi-software/2026-08-03T06:06:18Z.csv"
  }
}