{
  "fedi": {
    "lastUpdate": "07-12-2026",
    "dataFile": "data/fedi-mau/2026-07-12T07:03:10Z.csv",
    "HHI": 789,
    "shannon": 4.7018,
    "simpson": 0.921,
    "servers": 25815,
    "biggest_abs": 275694,
    "biggest_pct": 25.37,
    "rest_abs": 811141,
    "rest_pct": 74.63,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        8
      ],
      [
        75,
        77
      ],
      [
        90,
        451
      ],
      [
        99,
        14947
      ],
      [
        99.5,
        20381
      ]
    ]
  },
  "at": {
    "lastUpdate": "07-12-2026",
    "dataFile": "data/at-mau/2026-07-12T06:00:12Z.csv",
    "HHI": 8392,
    "shannon": 0.5078,
    "simpson": 0.1607,
    "servers": 1985,
    "biggest_abs": 4912389,
    "biggest_pct": 91.56,
    "rest_abs": 452967,
    "rest_pct": 8.44,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        1
      ],
      [
        75,
        1
      ],
      [
        90,
        1
      ],
      [
        99,
        13
      ],
      [
        99.5,
        18
      ]
    ]
  },
  "git": {
    "lastUpdate": "07-12-2026",
    "HHI": 9230,
    "shannon": 0.2369,
    "simpson": 0.077,
    "servers": 1587,
    "biggest_abs": 314922905,
    "biggest_pct": 96.05,
    "rest_abs": 12949843,
    "rest_pct": 3.95,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        1
      ],
      [
        75,
        1
      ],
      [
        90,
        1
      ],
      [
        99,
        4
      ],
      [
        99.5,
        5
      ]
    ],
    "dataFile": "data/git/2026-07-12T01:01:40__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": -0.0095,
        "shannon_contrib": {
          "increase": [
            {
              "host": "pixelfed.de",
              "change": 0.008929,
              "user_change": 2551
            },
            {
              "host": "pixelfed.social",
              "change": 0.008775,
              "user_change": 5243
            },
            {
              "host": "phijkchu.com",
              "change": 0.006623,
              "user_change": 2049
            },
            {
              "host": "fedinsfw.app",
              "change": 0.004824,
              "user_change": 1058
            },
            {
              "host": "social.lol",
              "change": 0.004574,
              "user_change": 673
            },
            {
              "host": "social.thej.in",
              "change": 0.004574,
              "user_change": 673
            },
            {
              "host": "gram.social",
              "change": 0.003955,
              "user_change": 1039
            },
            {
              "host": "paper.wf",
              "change": 0.002846,
              "user_change": 875
            },
            {
              "host": "queef.in",
              "change": 0.002512,
              "user_change": 1387
            },
            {
              "host": "liker.social",
              "change": 0.001176,
              "user_change": 143
            }
          ],
          "decrease": [
            {
              "host": "findout.media",
              "change": -0.01515,
              "user_change": -3944
            },
            {
              "host": "mastoturk.org",
              "change": -0.014024,
              "user_change": -2596
            },
            {
              "host": "pigav.ws",
              "change": -0.00544,
              "user_change": -843
            },
            {
              "host": "forum.ieu.app",
              "change": -0.002583,
              "user_change": -504
            },
            {
              "host": "thu.closed.social",
              "change": -0.002271,
              "user_change": -394
            },
            {
              "host": "pixelfed.uno",
              "change": -0.001751,
              "user_change": -435
            },
            {
              "host": "peertube900.pocketnet.app",
              "change": -0.001655,
              "user_change": -320
            },
            {
              "host": "fotolibre.social",
              "change": -0.00116,
              "user_change": -199
            },
            {
              "host": "kbin.earth",
              "change": -0.001116,
              "user_change": -134
            },
            {
              "host": "denden.world",
              "change": -0.000908,
              "user_change": -127
            }
          ]
        }
      },
      "monthly": {
        "shannon": 0.0044,
        "shannon_contrib": {
          "increase": [
            {
              "host": "queef.in",
              "change": 0.025833,
              "user_change": 9488
            },
            {
              "host": "pixelfed.de",
              "change": 0.019762,
              "user_change": 4996
            },
            {
              "host": "phijkchu.com",
              "change": 0.011238,
              "user_change": 2771
            },
            {
              "host": "lemmy.ml",
              "change": 0.01104,
              "user_change": 1888
            },
            {
              "host": "fed.brid.gy",
              "change": 0.009089,
              "user_change": 1098
            },
            {
              "host": "forum.ieu.app",
              "change": 0.008966,
              "user_change": 1476
            },
            {
              "host": "m.cmx.im",
              "change": 0.007358,
              "user_change": 1576
            },
            {
              "host": "mostr.pub",
              "change": 0.007265,
              "user_change": 739
            },
            {
              "host": "fedinsfw.app",
              "change": 0.006595,
              "user_change": 1292
            },
            {
              "host": "blogs.kitaitimakoto.net",
              "change": 0.00591,
              "user_change": 906
            }
          ],
          "decrease": [
            {
              "host": "baraag.net",
              "change": -0.115419,
              "user_change": -39561
            },
            {
              "host": "z.org",
              "change": -0.04097,
              "user_change": -9972
            },
            {
              "host": "pf.z.org",
              "change": -0.03022,
              "user_change": -6809
            },
            {
              "host": "newsmast.social",
              "change": -0.014937,
              "user_change": -2949
            },
            {
              "host": "backend.newsmast.org",
              "change": -0.014933,
              "user_change": -2948
            },
            {
              "host": "mastoturk.org",
              "change": -0.01357,
              "user_change": -2684
            },
            {
              "host": "avone.me",
              "change": -0.013122,
              "user_change": -2532
            },
            {
              "host": "pigav.ws",
              "change": -0.013105,
              "user_change": -2508
            },
            {
              "host": "pixelfed.social",
              "change": -0.012677,
              "user_change": -11868
            },
            {
              "host": "findout.media",
              "change": -0.007364,
              "user_change": -2284
            }
          ]
        }
      }
    },
    "at": {
      "weekly": {
        "shannon": 0.0039,
        "shannon_contrib": {
          "increase": [
            {
              "host": "pds.wsocial.network",
              "change": 0.004078,
              "user_change": 4140
            },
            {
              "host": "certified.one",
              "change": 0.002732,
              "user_change": 2415
            },
            {
              "host": "bsky.helvetet.eu",
              "change": 0.001354,
              "user_change": 831
            },
            {
              "host": "pds.radial.fan",
              "change": 0.000948,
              "user_change": 558
            },
            {
              "host": "pds.1095.me",
              "change": 0.000684,
              "user_change": 528
            },
            {
              "host": "test-pds.dinakernel.com",
              "change": 0.000468,
              "user_change": 275
            },
            {
              "host": "mybluesky.link",
              "change": 0.000325,
              "user_change": 168
            },
            {
              "host": "certified-apppds-core-epds-pr-188.up.railway.app",
              "change": 0.000205,
              "user_change": 101
            },
            {
              "host": "certified-apppds-core-epds-pr-187.up.railway.app",
              "change": 0.000196,
              "user_change": 96
            },
            {
              "host": "certified-apppds-core-epds-pr-186.up.railway.app",
              "change": 0.000129,
              "user_change": 61
            }
          ],
          "decrease": [
            {
              "host": "wallets.tz2at.store",
              "change": -0.00236,
              "user_change": -4264
            },
            {
              "host": "pds.nightbo.at",
              "change": -0.001228,
              "user_change": -741
            },
            {
              "host": "coseeker.org",
              "change": -0.001187,
              "user_change": -735
            },
            {
              "host": "contracts.tz2at.store",
              "change": -0.001123,
              "user_change": -1156
            },
            {
              "host": "oyster.pds.eny.network",
              "change": -0.000428,
              "user_change": -275
            },
            {
              "host": "pds.louisvillebsky.app",
              "change": -0.000242,
              "user_change": -202
            },
            {
              "host": "shxre.live",
              "change": -0.000224,
              "user_change": -168
            },
            {
              "host": "pds.atheistmass.com",
              "change": -0.000215,
              "user_change": -172
            },
            {
              "host": "r.radical.world",
              "change": -0.000203,
              "user_change": -171
            },
            {
              "host": "social.selting.website",
              "change": -0.000174,
              "user_change": -171
            }
          ]
        }
      },
      "monthly": {
        "shannon": 0.2012,
        "shannon_contrib": {
          "increase": [
            {
              "host": "bbi.to",
              "change": 0.083512,
              "user_change": 117263
            },
            {
              "host": "fmpds.cacheblasters.com",
              "change": 0.032373,
              "user_change": 35406
            },
            {
              "host": ".host.bsky.network",
              "change": 0.029814,
              "user_change": 41107
            },
            {
              "host": "pds.federdeck.com",
              "change": 0.023154,
              "user_change": 23357
            },
            {
              "host": "bsky.global",
              "change": 0.019555,
              "user_change": 19157
            },
            {
              "host": "pds.wsocial.network",
              "change": 0.013124,
              "user_change": 11754
            },
            {
              "host": "haruhwa.com",
              "change": 0.012798,
              "user_change": 11811
            },
            {
              "host": "bsky.chrise.com",
              "change": 0.012632,
              "user_change": 11826
            },
            {
              "host": "social.selting.website",
              "change": 0.011414,
              "user_change": 10165
            },
            {
              "host": "nacg.club",
              "change": 0.011203,
              "user_change": 9924
            }
          ],
          "decrease": [
            {
              "host": "wallets.tz2at.store",
              "change": -0.032468,
              "user_change": -57997
            },
            {
              "host": "gems.xyz",
              "change": -0.008062,
              "user_change": -6170
            },
            {
              "host": "contracts.tz2at.store",
              "change": -0.007381,
              "user_change": -7270
            },
            {
              "host": "certified-apppds-core-pr-base.up.railway.app",
              "change": -0.002433,
              "user_change": -1562
            },
            {
              "host": "pds.ridgeway.dev",
              "change": -0.002325,
              "user_change": -1464
            },
            {
              "host": "atproto.brid.gy",
              "change": -0.001358,
              "user_change": -574
            },
            {
              "host": "pds.oathling.ai",
              "change": -0.001321,
              "user_change": -771
            },
            {
              "host": "pds.riyo.net",
              "change": -0.001302,
              "user_change": -759
            },
            {
              "host": "pds.nightbo.at",
              "change": -0.001275,
              "user_change": -741
            },
            {
              "host": "arisnet.top",
              "change": -0.00127,
              "user_change": -738
            }
          ]
        }
      }
    },
    "git": {
      "weekly": {
        "shannon": 0.0,
        "shannon_contrib": {
          "increase": [
            {
              "host": "guix.gnu.org",
              "change": 2e-06,
              "user_change": 76
            },
            {
              "host": "codeberg.org",
              "change": 0.0,
              "user_change": 17
            },
            {
              "host": "forge.april.org",
              "change": 0.0,
              "user_change": 5
            },
            {
              "host": "gitlab.wikimedia.org",
              "change": 0.0,
              "user_change": 6
            },
            {
              "host": "gitea.angry.im",
              "change": 0.0,
              "user_change": 4
            },
            {
              "host": "us3-mirror-android.googlesource.com",
              "change": 0.0,
              "user_change": 5
            },
            {
              "host": "android.googlesource.com",
              "change": 0.0,
              "user_change": 5
            },
            {
              "host": "apache.googlesource.com",
              "change": 0.0,
              "user_change": 5
            },
            {
              "host": "gitlab.inria.fr",
              "change": 0.0,
              "user_change": 5
            },
            {
              "host": "gitlab.univ-lr.fr",
              "change": 0.0,
              "user_change": 3
            }
          ],
          "decrease": [
            {
              "host": "gitlab.com",
              "change": -4e-06,
              "user_change": 9
            },
            {
              "host": "bitbucket",
              "change": -3e-06,
              "user_change": -1
            },
            {
              "host": "github",
              "change": -3e-06,
              "user_change": 27528
            },
            {
              "host": "bitbucket.org",
              "change": -3e-06,
              "user_change": -2
            },
            {
              "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": "salsa.debian.org",
              "change": -0.0,
              "user_change": 0
            },
            {
              "host": "bower",
              "change": -0.0,
              "user_change": -1
            }
          ]
        }
      },
      "monthly": {
        "shannon": -0.0027,
        "shannon_contrib": {
          "increase": [
            {
              "host": "guix.gnu.org",
              "change": 8e-06,
              "user_change": 296
            },
            {
              "host": "us3-mirror-android.googlesource.com",
              "change": 2e-06,
              "user_change": 58
            },
            {
              "host": "android.googlesource.com",
              "change": 2e-06,
              "user_change": 58
            },
            {
              "host": "codeberg.org",
              "change": 1e-06,
              "user_change": 66
            },
            {
              "host": "apache.googlesource.com",
              "change": 1e-06,
              "user_change": 21
            },
            {
              "host": "gitlab.irstea.fr",
              "change": 1e-06,
              "user_change": 16
            },
            {
              "host": "git.mchi.mcgill.ca",
              "change": 1e-06,
              "user_change": 12
            },
            {
              "host": "git.svallee.fr",
              "change": 0.0,
              "user_change": 9
            },
            {
              "host": "forge.april.org",
              "change": 0.0,
              "user_change": 9
            },
            {
              "host": "code.chipmunk.land",
              "change": 0.0,
              "user_change": 8
            }
          ],
          "decrease": [
            {
              "host": "googlecode",
              "change": -0.002213,
              "user_change": -88279
            },
            {
              "host": "github",
              "change": -0.000277,
              "user_change": 112199
            },
            {
              "host": "osdn",
              "change": -0.000214,
              "user_change": -6462
            },
            {
              "host": "gitlab.com",
              "change": -1e-06,
              "user_change": 160
            },
            {
              "host": "bitbucket",
              "change": -1e-06,
              "user_change": 65
            },
            {
              "host": "bitbucket.org",
              "change": -1e-06,
              "user_change": 60
            },
            {
              "host": "packagist",
              "change": -0.0,
              "user_change": -1
            },
            {
              "host": "gitlab.alpinelinux.org",
              "change": -0.0,
              "user_change": -11
            },
            {
              "host": "main",
              "change": -0.0,
              "user_change": -3
            },
            {
              "host": "git.nemunai.re",
              "change": -0.0,
              "user_change": -6
            }
          ]
        }
      }
    },
    "fedi_software": {
      "weekly": {
        "shannon": 0.0254,
        "shannon_contrib": {
          "increase": [
            {
              "host": "pixelfed",
              "change": 0.011232,
              "user_change": 8553
            },
            {
              "host": "mastodon",
              "change": 0.005104,
              "user_change": -7020
            },
            {
              "host": "piefed",
              "change": 0.005037,
              "user_change": 1300
            },
            {
              "host": "writefreely",
              "change": 0.004069,
              "user_change": 1291
            },
            {
              "host": "glorp",
              "change": 0.002512,
              "user_change": 1387
            },
            {
              "host": "welley",
              "change": 0.001043,
              "user_change": 125
            },
            {
              "host": "peertube",
              "change": 0.000875,
              "user_change": 709
            },
            {
              "host": "hybridsocial",
              "change": 0.000562,
              "user_change": 65
            },
            {
              "host": "zerocat",
              "change": 0.000541,
              "user_change": 151
            },
            {
              "host": "corpsekey",
              "change": 0.000228,
              "user_change": 23
            }
          ],
          "decrease": [
            {
              "host": "NodeBB",
              "change": -0.001643,
              "user_change": -353
            },
            {
              "host": "elektrine",
              "change": -0.000895,
              "user_change": -163
            },
            {
              "host": "mbin",
              "change": -0.000768,
              "user_change": -131
            },
            {
              "host": "loops",
              "change": -0.000503,
              "user_change": -95
            },
            {
              "host": "funkwhale",
              "change": -0.000471,
              "user_change": -66
            },
            {
              "host": "bridgy-fed",
              "change": -0.000433,
              "user_change": 206
            },
            {
              "host": "ghost",
              "change": -0.000352,
              "user_change": -50
            },
            {
              "host": "wordpress",
              "change": -0.000339,
              "user_change": -51
            },
            {
              "host": "wafrn",
              "change": -0.000284,
              "user_change": -45
            },
            {
              "host": "hubzilla",
              "change": -0.000268,
              "user_change": -42
            }
          ]
        }
      },
      "monthly": {
        "shannon": 0.0243,
        "shannon_contrib": {
          "increase": [
            {
              "host": "glorp",
              "change": 0.025833,
              "user_change": 9488
            },
            {
              "host": "bridgy-fed",
              "change": 0.009089,
              "user_change": 1098
            },
            {
              "host": "lemmy",
              "change": 0.008987,
              "user_change": 1955
            },
            {
              "host": "piefed",
              "change": 0.007854,
              "user_change": 1687
            },
            {
              "host": "mostr",
              "change": 0.007265,
              "user_change": 739
            },
            {
              "host": "plume",
              "change": 0.005608,
              "user_change": 1093
            },
            {
              "host": "mastodon",
              "change": 0.00559,
              "user_change": -55294
            },
            {
              "host": "writefreely",
              "change": 0.005262,
              "user_change": 936
            },
            {
              "host": "NodeBB",
              "change": 0.005248,
              "user_change": 1000
            },
            {
              "host": "loops",
              "change": 0.002339,
              "user_change": 306
            }
          ],
          "decrease": [
            {
              "host": "elektrine",
              "change": -0.06119,
              "user_change": -18354
            },
            {
              "host": "pixelfed",
              "change": -0.003995,
              "user_change": -9128
            },
            {
              "host": "microdotblog",
              "change": -0.002388,
              "user_change": -1146
            },
            {
              "host": "relre",
              "change": -0.002134,
              "user_change": -300
            },
            {
              "host": "peertube",
              "change": -0.002074,
              "user_change": -4111
            },
            {
              "host": "funkwhale",
              "change": -0.000583,
              "user_change": -100
            },
            {
              "host": "manifest-commons",
              "change": -0.000489,
              "user_change": -57
            },
            {
              "host": "alvanista",
              "change": -0.000227,
              "user_change": -42
            },
            {
              "host": "wafrn",
              "change": -0.000144,
              "user_change": -81
            },
            {
              "host": "smithereen",
              "change": -0.000138,
              "user_change": -19
            }
          ]
        }
      }
    },
    "bsky_verifiers": {
      "weekly": {
        "shannon": -0.0015,
        "shannon_contrib": {
          "increase": [],
          "decrease": [
            {
              "host": "@bsky.app",
              "change": -0.000312,
              "user_change": 21
            },
            {
              "host": "@theathletic.com",
              "change": -0.000196,
              "user_change": 0
            },
            {
              "host": "@financialtimes.com",
              "change": -0.000156,
              "user_change": 0
            },
            {
              "host": "@ign.com",
              "change": -0.000115,
              "user_change": 0
            },
            {
              "host": "@washingtonpost.com",
              "change": -0.000105,
              "user_change": 0
            },
            {
              "host": "@nytimes.com",
              "change": -0.000102,
              "user_change": 0
            },
            {
              "host": "@nbcnews.com",
              "change": -9.8e-05,
              "user_change": 0
            },
            {
              "host": "@wired.com",
              "change": -8.5e-05,
              "user_change": 0
            },
            {
              "host": "@theglobeandmail.com",
              "change": -6.3e-05,
              "user_change": 0
            },
            {
              "host": "@huffpost.com",
              "change": -5.8e-05,
              "user_change": 0
            }
          ]
        }
      },
      "monthly": {
        "shannon": -0.0086,
        "shannon_contrib": {
          "increase": [
            {
              "host": "@en.afp.com",
              "change": 0.002571,
              "user_change": 4
            }
          ],
          "decrease": [
            {
              "host": "@bsky.app",
              "change": -0.001906,
              "user_change": 156
            },
            {
              "host": "@theathletic.com",
              "change": -0.001526,
              "user_change": 0
            },
            {
              "host": "@financialtimes.com",
              "change": -0.001216,
              "user_change": 0
            },
            {
              "host": "@ign.com",
              "change": -0.000896,
              "user_change": 0
            },
            {
              "host": "@washingtonpost.com",
              "change": -0.000815,
              "user_change": 0
            },
            {
              "host": "@nbcnews.com",
              "change": -0.000759,
              "user_change": 0
            },
            {
              "host": "@wired.com",
              "change": -0.000662,
              "user_change": 0
            },
            {
              "host": "@theglobeandmail.com",
              "change": -0.00049,
              "user_change": 0
            },
            {
              "host": "@huffpost.com",
              "change": -0.00045,
              "user_change": 0
            },
            {
              "host": "@latimes.com",
              "change": -0.00045,
              "user_change": 0
            }
          ]
        }
      }
    }
  },
  "bsky_verifiers": {
    "HHI": 7365,
    "shannon": 0.7699,
    "simpson": 0.2635,
    "servers": 22,
    "biggest_abs": 6984,
    "biggest_pct": 85.69,
    "rest_abs": 1166,
    "rest_pct": 14.31,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        1
      ],
      [
        75,
        1
      ],
      [
        90,
        3
      ],
      [
        99,
        13
      ],
      [
        99.5,
        16
      ]
    ],
    "lastUpdate": "07-12-2026",
    "dataFile": "data/bsky-verifiers/2026-07-12T07:06:23Z.csv"
  },
  "fedi_software": {
    "HHI": 3868,
    "shannon": 1.6372,
    "simpson": 0.6131,
    "servers": 198,
    "biggest_abs": 658172,
    "biggest_pct": 60.56,
    "rest_abs": 428663,
    "rest_pct": 39.44,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        1
      ],
      [
        75,
        3
      ],
      [
        90,
        7
      ],
      [
        99,
        22
      ],
      [
        99.5,
        28
      ]
    ],
    "lastUpdate": "07-12-2026",
    "dataFile": "data/fedi-software/2026-07-12T07:06:23Z.csv"
  }
}