{
  "fedi": {
    "lastUpdate": "07-19-2026",
    "dataFile": "data/fedi-mau/2026-07-19T06:02:44Z.csv",
    "HHI": 702,
    "shannon": 4.8669,
    "simpson": 0.9298,
    "servers": 25752,
    "biggest_abs": 274552,
    "biggest_pct": 23.98,
    "rest_abs": 870141,
    "rest_pct": 76.02,
    "b_vals": [
      [
        25,
        2
      ],
      [
        50,
        12
      ],
      [
        75,
        100
      ],
      [
        90,
        463
      ],
      [
        99,
        14306
      ],
      [
        99.5,
        20029
      ]
    ]
  },
  "at": {
    "lastUpdate": "07-19-2026",
    "dataFile": "data/at-mau/2026-07-19T06:00:29Z.csv",
    "HHI": 8585,
    "shannon": 0.4397,
    "simpson": 0.1414,
    "servers": 2022,
    "biggest_abs": 4797909,
    "biggest_pct": 92.61,
    "rest_abs": 383105,
    "rest_pct": 7.39,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        1
      ],
      [
        75,
        1
      ],
      [
        90,
        1
      ],
      [
        99,
        10
      ],
      [
        99.5,
        16
      ]
    ]
  },
  "git": {
    "lastUpdate": "07-19-2026",
    "HHI": 9230,
    "shannon": 0.2369,
    "simpson": 0.077,
    "servers": 1587,
    "biggest_abs": 314948790,
    "biggest_pct": 96.05,
    "rest_abs": 12949915,
    "rest_pct": 3.95,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        1
      ],
      [
        75,
        1
      ],
      [
        90,
        1
      ],
      [
        99,
        4
      ],
      [
        99.5,
        5
      ]
    ],
    "dataFile": "data/git/2026-07-19T00:00:00__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": 0.1651,
        "shannon_contrib": {
          "increase": [
            {
              "host": "blog.dakloifarwa.de",
              "change": 0.022673,
              "user_change": 4728
            },
            {
              "host": "blog.liberta.vip",
              "change": 0.015202,
              "user_change": 2913
            },
            {
              "host": "tales.tiggi.es",
              "change": 0.015025,
              "user_change": 2876
            },
            {
              "host": "bolha.blog",
              "change": 0.014525,
              "user_change": 2760
            },
            {
              "host": "wordsmith.social",
              "change": 0.014494,
              "user_change": 2784
            },
            {
              "host": "people.kernel.org",
              "change": 0.013818,
              "user_change": 2600
            },
            {
              "host": "val-vgms.gay",
              "change": 0.013214,
              "user_change": 2463
            },
            {
              "host": "mastoturk.org",
              "change": 0.012803,
              "user_change": 2480
            },
            {
              "host": "scrolls.anduin.net",
              "change": 0.011267,
              "user_change": 2037
            },
            {
              "host": "blogs.gutocarvalho.net",
              "change": 0.011258,
              "user_change": 2035
            }
          ],
          "decrease": [
            {
              "host": "pixelfed.social",
              "change": -0.019306,
              "user_change": -7911
            },
            {
              "host": "fed.brid.gy",
              "change": -0.005933,
              "user_change": 261
            },
            {
              "host": "mastodon.social",
              "change": -0.00552,
              "user_change": -1142
            },
            {
              "host": "mostr.pub",
              "change": -0.004487,
              "user_change": 218
            },
            {
              "host": "findout.media",
              "change": -0.004471,
              "user_change": -870
            },
            {
              "host": "queef.in",
              "change": -0.004265,
              "user_change": 0
            },
            {
              "host": "community.lemontastica.net",
              "change": -0.0038,
              "user_change": -560
            },
            {
              "host": "forum.ieu.app",
              "change": -0.002919,
              "user_change": -496
            },
            {
              "host": "forume-u52257.vm.elestio.app",
              "change": -0.002738,
              "user_change": -374
            },
            {
              "host": "mastodon.forume.org",
              "change": -0.002738,
              "user_change": -374
            }
          ]
        }
      },
      "monthly": {
        "shannon": 0.1898,
        "shannon_contrib": {
          "increase": [
            {
              "host": "blog.dakloifarwa.de",
              "change": 0.022673,
              "user_change": 4728
            },
            {
              "host": "pixelfed.de",
              "change": 0.018545,
              "user_change": 5184
            },
            {
              "host": "alive.bar",
              "change": 0.016146,
              "user_change": 3132
            },
            {
              "host": "queef.in",
              "change": 0.015573,
              "user_change": 6745
            },
            {
              "host": "blog.liberta.vip",
              "change": 0.01519,
              "user_change": 2912
            },
            {
              "host": "tales.tiggi.es",
              "change": 0.015027,
              "user_change": 2876
            },
            {
              "host": "bolha.blog",
              "change": 0.014526,
              "user_change": 2760
            },
            {
              "host": "wordsmith.social",
              "change": 0.014517,
              "user_change": 2785
            },
            {
              "host": "people.kernel.org",
              "change": 0.013819,
              "user_change": 2600
            },
            {
              "host": "val-vgms.gay",
              "change": 0.013214,
              "user_change": 2463
            }
          ],
          "decrease": [
            {
              "host": "baraag.net",
              "change": -0.115161,
              "user_change": -39561
            },
            {
              "host": "z.org",
              "change": -0.040867,
              "user_change": -9972
            },
            {
              "host": "pixelfed.social",
              "change": -0.040755,
              "user_change": -25863
            },
            {
              "host": "pf.z.org",
              "change": -0.030142,
              "user_change": -6809
            },
            {
              "host": "findout.media",
              "change": -0.017182,
              "user_change": -4719
            },
            {
              "host": "avone.me",
              "change": -0.013012,
              "user_change": -2519
            },
            {
              "host": "pigav.ws",
              "change": -0.01291,
              "user_change": -2429
            },
            {
              "host": "pixelfed.uno",
              "change": -0.007593,
              "user_change": -2391
            },
            {
              "host": "peertube900.pocketnet.app",
              "change": -0.00621,
              "user_change": -1360
            },
            {
              "host": "thu.closed.social",
              "change": -0.005648,
              "user_change": -1049
            }
          ]
        }
      }
    },
    "at": {
      "weekly": {
        "shannon": -0.0681,
        "shannon_contrib": {
          "increase": [
            {
              "host": "certified.one",
              "change": 0.003211,
              "user_change": 2770
            },
            {
              "host": "tdpl.io",
              "change": 0.002157,
              "user_change": 1355
            },
            {
              "host": "bbi.to",
              "change": 0.001938,
              "user_change": -454
            },
            {
              "host": "pds.wsocial.network",
              "change": 0.001867,
              "user_change": 1513
            },
            {
              "host": "atproto.brid.gy",
              "change": 0.001127,
              "user_change": 496
            },
            {
              "host": "wallets.tz2at.store",
              "change": 0.00097,
              "user_change": -1882
            },
            {
              "host": "certified-apppds-core-epds-pr-187.up.railway.app",
              "change": 0.000684,
              "user_change": 396
            },
            {
              "host": "pds.1095.me",
              "change": 0.000606,
              "user_change": 394
            },
            {
              "host": "certified-apppds-core-epds-pr-198.up.railway.app",
              "change": 0.000558,
              "user_change": 296
            },
            {
              "host": "eurosky.social",
              "change": 0.000508,
              "user_change": 31
            }
          ],
          "decrease": [
            {
              "host": "bsky.global",
              "change": -0.018,
              "user_change": -18067
            },
            {
              "host": "haruhwa.com",
              "change": -0.012147,
              "user_change": -11349
            },
            {
              "host": "pds.federdeck.com",
              "change": -0.009776,
              "user_change": -11606
            },
            {
              "host": ".host.bsky.network",
              "change": -0.009616,
              "user_change": -114480
            },
            {
              "host": "social.selting.website",
              "change": -0.00887,
              "user_change": -8333
            },
            {
              "host": "nacg.club",
              "change": -0.008807,
              "user_change": -8215
            },
            {
              "host": "fmpds.cacheblasters.com",
              "change": -0.005227,
              "user_change": -7849
            },
            {
              "host": "pds.louisvillebsky.app",
              "change": -0.004563,
              "user_change": -3342
            },
            {
              "host": "r.radical.world",
              "change": -0.004274,
              "user_change": -3277
            },
            {
              "host": "pds.atheistmass.com",
              "change": -0.00354,
              "user_change": -2472
            }
          ]
        }
      },
      "monthly": {
        "shannon": -0.0594,
        "shannon_contrib": {
          "increase": [
            {
              "host": "bbi.to",
              "change": 0.041118,
              "user_change": 65867
            },
            {
              "host": "pds.wsocial.network",
              "change": 0.013033,
              "user_change": 11891
            },
            {
              "host": "certified.one",
              "change": 0.007416,
              "user_change": 6395
            },
            {
              "host": "fmpds.cacheblasters.com",
              "change": 0.002957,
              "user_change": 2820
            },
            {
              "host": "pds.1095.me",
              "change": 0.002819,
              "user_change": 2005
            },
            {
              "host": "tdpl.io",
              "change": 0.002157,
              "user_change": 1355
            },
            {
              "host": "eurosky.social",
              "change": 0.001354,
              "user_change": 1017
            },
            {
              "host": "pds.radial.fan",
              "change": 0.001228,
              "user_change": 719
            },
            {
              "host": "atproto.brid.gy",
              "change": 0.001128,
              "user_change": 610
            },
            {
              "host": "taipei.hsuanyuchou.net",
              "change": 0.00104,
              "user_change": 626
            }
          ],
          "decrease": [
            {
              "host": "wallets.tz2at.store",
              "change": -0.029408,
              "user_change": -61702
            },
            {
              "host": "bsky.global",
              "change": -0.018241,
              "user_change": -18256
            },
            {
              "host": "haruhwa.com",
              "change": -0.012383,
              "user_change": -11541
            },
            {
              "host": "pds.federdeck.com",
              "change": -0.010009,
              "user_change": -11779
            },
            {
              "host": "social.selting.website",
              "change": -0.009087,
              "user_change": -8507
            },
            {
              "host": "nacg.club",
              "change": -0.009035,
              "user_change": -8400
            },
            {
              "host": ".host.bsky.network",
              "change": -0.008092,
              "user_change": -100917
            },
            {
              "host": "gems.xyz",
              "change": -0.0078,
              "user_change": -6169
            },
            {
              "host": "contracts.tz2at.store",
              "change": -0.007697,
              "user_change": -8638
            },
            {
              "host": "pds.louisvillebsky.app",
              "change": -0.006221,
              "user_change": -4758
            }
          ]
        }
      }
    },
    "git": {
      "weekly": {
        "shannon": 0.0,
        "shannon_contrib": {
          "increase": [
            {
              "host": "guix.gnu.org",
              "change": 1e-06,
              "user_change": 34
            },
            {
              "host": "git.nemunai.re",
              "change": 0.0,
              "user_change": 9
            },
            {
              "host": "us3-mirror-android.googlesource.com",
              "change": 0.0,
              "user_change": 8
            },
            {
              "host": "android.googlesource.com",
              "change": 0.0,
              "user_change": 8
            },
            {
              "host": "apache.googlesource.com",
              "change": 0.0,
              "user_change": 7
            },
            {
              "host": "gitlab.inria.fr",
              "change": 0.0,
              "user_change": 6
            },
            {
              "host": "forge.apps.education.fr",
              "change": 0.0,
              "user_change": 4
            },
            {
              "host": "git.ademe.fr",
              "change": 0.0,
              "user_change": 2
            },
            {
              "host": "git.leximpact.dev",
              "change": 0.0,
              "user_change": 2
            },
            {
              "host": "git.logicalhacking.com",
              "change": 0.0,
              "user_change": 2
            }
          ],
          "decrease": [
            {
              "host": "gitlab.com",
              "change": -4e-06,
              "user_change": 0
            },
            {
              "host": "github",
              "change": -3e-06,
              "user_change": 25885
            },
            {
              "host": "bitbucket",
              "change": -3e-06,
              "user_change": -4
            },
            {
              "host": "bitbucket.org",
              "change": -3e-06,
              "user_change": -2
            },
            {
              "host": "packagist",
              "change": -1e-06,
              "user_change": 0
            },
            {
              "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": "salsa.debian.org",
              "change": -0.0,
              "user_change": 0
            },
            {
              "host": "git.drupalcode.org",
              "change": -0.0,
              "user_change": 0
            }
          ]
        }
      },
      "monthly": {
        "shannon": -0.0027,
        "shannon_contrib": {
          "increase": [
            {
              "host": "guix.gnu.org",
              "change": 8e-06,
              "user_change": 283
            },
            {
              "host": "codeberg.org",
              "change": 1e-06,
              "user_change": 67
            },
            {
              "host": "us3-mirror-android.googlesource.com",
              "change": 1e-06,
              "user_change": 33
            },
            {
              "host": "android.googlesource.com",
              "change": 1e-06,
              "user_change": 33
            },
            {
              "host": "apache.googlesource.com",
              "change": 1e-06,
              "user_change": 22
            },
            {
              "host": "gitlab.irstea.fr",
              "change": 1e-06,
              "user_change": 16
            },
            {
              "host": "git.svallee.fr",
              "change": 0.0,
              "user_change": 9
            },
            {
              "host": "forge.april.org",
              "change": 0.0,
              "user_change": 10
            },
            {
              "host": "gitlab.inria.fr",
              "change": 0.0,
              "user_change": 12
            },
            {
              "host": "code.chipmunk.land",
              "change": 0.0,
              "user_change": 8
            }
          ],
          "decrease": [
            {
              "host": "googlecode",
              "change": -0.002213,
              "user_change": -88279
            },
            {
              "host": "github",
              "change": -0.000278,
              "user_change": 121009
            },
            {
              "host": "osdn",
              "change": -0.000214,
              "user_change": -6462
            },
            {
              "host": "gitlab.com",
              "change": -3e-06,
              "user_change": 152
            },
            {
              "host": "bitbucket",
              "change": -2e-06,
              "user_change": 63
            },
            {
              "host": "bitbucket.org",
              "change": -2e-06,
              "user_change": 60
            },
            {
              "host": "packagist",
              "change": -1e-06,
              "user_change": 1
            },
            {
              "host": "gitlab.alpinelinux.org",
              "change": -0.0,
              "user_change": -10
            },
            {
              "host": "main",
              "change": -0.0,
              "user_change": 0
            },
            {
              "host": "launchpad",
              "change": -0.0,
              "user_change": -2
            }
          ]
        }
      }
    },
    "fedi_software": {
      "weekly": {
        "shannon": 0.0894,
        "shannon_contrib": {
          "increase": [
            {
              "host": "writefreely",
              "change": 0.129997,
              "user_change": 63154
            },
            {
              "host": "mastodon",
              "change": 0.014122,
              "user_change": 858
            },
            {
              "host": "piefed",
              "change": 0.001148,
              "user_change": 631
            },
            {
              "host": "alvanista",
              "change": 0.000449,
              "user_change": 73
            },
            {
              "host": "jfksocial",
              "change": 0.000251,
              "user_change": 27
            },
            {
              "host": "Vernissage",
              "change": 0.000137,
              "user_change": 27
            },
            {
              "host": "plamenu",
              "change": 0.000102,
              "user_change": 10
            },
            {
              "host": "hybridsocial",
              "change": 6.9e-05,
              "user_change": 13
            },
            {
              "host": "writ",
              "change": 6.4e-05,
              "user_change": 6
            },
            {
              "host": "flohmarkt",
              "change": 5.8e-05,
              "user_change": 7
            }
          ],
          "decrease": [
            {
              "host": "pixelfed",
              "change": -0.013816,
              "user_change": -5471
            },
            {
              "host": "peertube",
              "change": -0.007464,
              "user_change": -1415
            },
            {
              "host": "bridgy-fed",
              "change": -0.005902,
              "user_change": 286
            },
            {
              "host": "NodeBB",
              "change": -0.004995,
              "user_change": -972
            },
            {
              "host": "mostr",
              "change": -0.00449,
              "user_change": 218
            },
            {
              "host": "glorp",
              "change": -0.004268,
              "user_change": 0
            },
            {
              "host": "lemmy",
              "change": -0.003303,
              "user_change": 212
            },
            {
              "host": "loops",
              "change": -0.002066,
              "user_change": -282
            },
            {
              "host": "ghost",
              "change": -0.001635,
              "user_change": -41
            },
            {
              "host": "wordpress",
              "change": -0.001378,
              "user_change": -36
            }
          ]
        }
      },
      "monthly": {
        "shannon": 0.1013,
        "shannon_contrib": {
          "increase": [
            {
              "host": "writefreely",
              "change": 0.13693,
              "user_change": 64580
            },
            {
              "host": "mastodon",
              "change": 0.016679,
              "user_change": -49832
            },
            {
              "host": "glorp",
              "change": 0.015573,
              "user_change": 6745
            },
            {
              "host": "piefed",
              "change": 0.008837,
              "user_change": 2260
            },
            {
              "host": "lemmy",
              "change": 0.005888,
              "user_change": 2160
            },
            {
              "host": "plume",
              "change": 0.005099,
              "user_change": 1160
            },
            {
              "host": "bridgy-fed",
              "change": 0.003121,
              "user_change": 1058
            },
            {
              "host": "mostr",
              "change": 0.002733,
              "user_change": 776
            },
            {
              "host": "huub",
              "change": 0.00183,
              "user_change": 257
            },
            {
              "host": "zerocat",
              "change": 0.001063,
              "user_change": 207
            }
          ],
          "decrease": [
            {
              "host": "elektrine",
              "change": -0.060355,
              "user_change": -17991
            },
            {
              "host": "pixelfed",
              "change": -0.024523,
              "user_change": -20442
            },
            {
              "host": "peertube",
              "change": -0.008704,
              "user_change": -5278
            },
            {
              "host": "microdotblog",
              "change": -0.002236,
              "user_change": -749
            },
            {
              "host": "relre",
              "change": -0.002117,
              "user_change": -298
            },
            {
              "host": "loops",
              "change": -0.001036,
              "user_change": -321
            },
            {
              "host": "wordpress",
              "change": -0.000911,
              "user_change": -344
            },
            {
              "host": "wafrn",
              "change": -0.000735,
              "user_change": -149
            },
            {
              "host": "hubzilla",
              "change": -0.000653,
              "user_change": -131
            },
            {
              "host": "funkwhale",
              "change": -0.000576,
              "user_change": -90
            }
          ]
        }
      }
    },
    "bsky_verifiers": {
      "weekly": {
        "shannon": -0.0041,
        "shannon_contrib": {
          "increase": [],
          "decrease": [
            {
              "host": "@bsky.app",
              "change": -0.000797,
              "user_change": 54
            },
            {
              "host": "@theathletic.com",
              "change": -0.000501,
              "user_change": 0
            },
            {
              "host": "@financialtimes.com",
              "change": -0.000399,
              "user_change": 0
            },
            {
              "host": "@ign.com",
              "change": -0.000294,
              "user_change": 0
            },
            {
              "host": "@washingtonpost.com",
              "change": -0.000267,
              "user_change": 0
            },
            {
              "host": "@nytimes.com",
              "change": -0.000261,
              "user_change": 0
            },
            {
              "host": "@nbcnews.com",
              "change": -0.000249,
              "user_change": 0
            },
            {
              "host": "@wired.com",
              "change": -0.000217,
              "user_change": 0
            },
            {
              "host": "@theglobeandmail.com",
              "change": -0.00016,
              "user_change": 0
            },
            {
              "host": "@huffpost.com",
              "change": -0.000148,
              "user_change": 0
            }
          ]
        }
      },
      "monthly": {
        "shannon": -0.0118,
        "shannon_contrib": {
          "increase": [
            {
              "host": "@en.afp.com",
              "change": 0.000491,
              "user_change": 1
            }
          ],
          "decrease": [
            {
              "host": "@bsky.app",
              "change": -0.002239,
              "user_change": 156
            },
            {
              "host": "@theathletic.com",
              "change": -0.001472,
              "user_change": 0
            },
            {
              "host": "@financialtimes.com",
              "change": -0.001172,
              "user_change": 0
            },
            {
              "host": "@bmann.ca",
              "change": -0.001118,
              "user_change": -1
            },
            {
              "host": "@ign.com",
              "change": -0.000864,
              "user_change": 0
            },
            {
              "host": "@washingtonpost.com",
              "change": -0.000785,
              "user_change": 0
            },
            {
              "host": "@nbcnews.com",
              "change": -0.000732,
              "user_change": 0
            },
            {
              "host": "@wired.com",
              "change": -0.000638,
              "user_change": 0
            },
            {
              "host": "@theglobeandmail.com",
              "change": -0.000472,
              "user_change": 0
            },
            {
              "host": "@huffpost.com",
              "change": -0.000434,
              "user_change": 0
            }
          ]
        }
      }
    }
  },
  "bsky_verifiers": {
    "HHI": 7380,
    "shannon": 0.7658,
    "simpson": 0.2619,
    "servers": 22,
    "biggest_abs": 7038,
    "biggest_pct": 85.79,
    "rest_abs": 1166,
    "rest_pct": 14.21,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        1
      ],
      [
        75,
        1
      ],
      [
        90,
        3
      ],
      [
        99,
        13
      ],
      [
        99.5,
        16
      ]
    ],
    "lastUpdate": "07-19-2026",
    "dataFile": "data/bsky-verifiers/2026-07-19T06:06:36Z.csv"
  },
  "fedi_software": {
    "HHI": 3526,
    "shannon": 1.7271,
    "simpson": 0.6473,
    "servers": 202,
    "biggest_abs": 658719,
    "biggest_pct": 57.55,
    "rest_abs": 485974,
    "rest_pct": 42.45,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        1
      ],
      [
        75,
        4
      ],
      [
        90,
        7
      ],
      [
        99,
        22
      ],
      [
        99.5,
        28
      ]
    ],
    "lastUpdate": "07-19-2026",
    "dataFile": "data/fedi-software/2026-07-19T06:06:36Z.csv"
  }
}
