{
  "fedi": {
    "lastUpdate": "07-05-2026",
    "dataFile": "data/fedi-mau/2026-07-05T06:02:30Z.csv",
    "HHI": 795,
    "shannon": 4.7113,
    "simpson": 0.9204,
    "servers": 25950,
    "biggest_abs": 276495,
    "biggest_pct": 25.59,
    "rest_abs": 803960,
    "rest_pct": 74.41,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        8
      ],
      [
        75,
        79
      ],
      [
        90,
        449
      ],
      [
        99,
        15146
      ],
      [
        99.5,
        20548
      ]
    ]
  },
  "at": {
    "lastUpdate": "07-05-2026",
    "dataFile": "data/at-mau/2026-07-05T06:00:31Z.csv",
    "HHI": 8394,
    "shannon": 0.5039,
    "simpson": 0.1606,
    "servers": 1922,
    "biggest_abs": 4909248,
    "biggest_pct": 91.57,
    "rest_abs": 452233,
    "rest_pct": 8.43,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        1
      ],
      [
        75,
        1
      ],
      [
        90,
        1
      ],
      [
        99,
        13
      ],
      [
        99.5,
        18
      ]
    ]
  },
  "git": {
    "lastUpdate": "07-05-2026",
    "HHI": 9229,
    "shannon": 0.2369,
    "simpson": 0.077,
    "servers": 1586,
    "biggest_abs": 314895377,
    "biggest_pct": 96.05,
    "rest_abs": 12949700,
    "rest_pct": 3.95,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        1
      ],
      [
        75,
        1
      ],
      [
        90,
        1
      ],
      [
        99,
        4
      ],
      [
        99.5,
        5
      ]
    ],
    "dataFile": "data/git/2026-07-05T00:00:00__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": 0.0094,
        "shannon_contrib": {
          "increase": [
            {
              "host": "forum.ieu.app",
              "change": 0.011549,
              "user_change": 1980
            },
            {
              "host": "lemmy.ml",
              "change": 0.011189,
              "user_change": 1907
            },
            {
              "host": "pixelfed.de",
              "change": 0.008411,
              "user_change": 2048
            },
            {
              "host": "queef.in",
              "change": 0.007069,
              "user_change": 2361
            },
            {
              "host": "gram.social",
              "change": 0.003246,
              "user_change": 688
            },
            {
              "host": "fed.brid.gy",
              "change": 0.003129,
              "user_change": 187
            },
            {
              "host": "mostr.pub",
              "change": 0.002647,
              "user_change": 216
            },
            {
              "host": "mastodon.sdf.org",
              "change": 0.002477,
              "user_change": 419
            },
            {
              "host": "pixelfed.uno",
              "change": 0.002279,
              "user_change": 449
            },
            {
              "host": "mastodon.social",
              "change": 0.002102,
              "user_change": -361
            }
          ],
          "decrease": [
            {
              "host": "z.org",
              "change": -0.04245,
              "user_change": -9972
            },
            {
              "host": "pf.z.org",
              "change": -0.031334,
              "user_change": -6809
            },
            {
              "host": "pixelfed.social",
              "change": -0.023872,
              "user_change": -15461
            },
            {
              "host": "social.thej.in",
              "change": -0.005202,
              "user_change": -795
            },
            {
              "host": "social.lol",
              "change": -0.005191,
              "user_change": -793
            },
            {
              "host": "pigav.ws",
              "change": -0.002512,
              "user_change": -493
            },
            {
              "host": "arree.bzh",
              "change": -0.002502,
              "user_change": -356
            },
            {
              "host": "forum.fedi.dk",
              "change": -0.002472,
              "user_change": -429
            },
            {
              "host": "micro.blog",
              "change": -0.001761,
              "user_change": -650
            },
            {
              "host": "peertube900.pocketnet.app",
              "change": -0.00173,
              "user_change": -410
            }
          ]
        }
      },
      "monthly": {
        "shannon": 0.0174,
        "shannon_contrib": {
          "increase": [
            {
              "host": "queef.in",
              "change": 0.028695,
              "user_change": 10251
            },
            {
              "host": "findout.media",
              "change": 0.018144,
              "user_change": 4387
            },
            {
              "host": "pixelfed.de",
              "change": 0.013208,
              "user_change": 3023
            },
            {
              "host": "forum.ieu.app",
              "change": 0.011549,
              "user_change": 1980
            },
            {
              "host": "lemmy.ml",
              "change": 0.011189,
              "user_change": 1907
            },
            {
              "host": "fed.brid.gy",
              "change": 0.010463,
              "user_change": 1118
            },
            {
              "host": "mostr.pub",
              "change": 0.008339,
              "user_change": 758
            },
            {
              "host": "m.cmx.im",
              "change": 0.007621,
              "user_change": 1577
            },
            {
              "host": "mastodon.social",
              "change": 0.004676,
              "user_change": -7128
            },
            {
              "host": "lolitube.moe",
              "change": 0.003197,
              "user_change": 490
            }
          ],
          "decrease": [
            {
              "host": "baraag.net",
              "change": -0.114989,
              "user_change": -39561
            },
            {
              "host": "z.org",
              "change": -0.040799,
              "user_change": -9972
            },
            {
              "host": "pf.z.org",
              "change": -0.030091,
              "user_change": -6809
            },
            {
              "host": "paper.wf",
              "change": -0.021242,
              "user_change": -7735
            },
            {
              "host": "pixelfed.social",
              "change": -0.017656,
              "user_change": -15034
            },
            {
              "host": "backend.newsmast.org",
              "change": -0.014866,
              "user_change": -2948
            },
            {
              "host": "newsmast.social",
              "change": -0.014866,
              "user_change": -2948
            },
            {
              "host": "avone.me",
              "change": -0.01233,
              "user_change": -2411
            },
            {
              "host": "elektrine.com",
              "change": -0.008986,
              "user_change": -2147
            },
            {
              "host": "pigav.ws",
              "change": -0.00871,
              "user_change": -1918
            }
          ]
        }
      }
    },
    "at": {
      "weekly": {
        "shannon": -0.0287,
        "shannon_contrib": {
          "increase": [
            {
              "host": "pds.wsocial.network",
              "change": 0.003024,
              "user_change": 2782
            },
            {
              "host": "certified.one",
              "change": 0.00137,
              "user_change": 1097
            },
            {
              "host": "taipei.hsuanyuchou.net",
              "change": 0.001206,
              "user_change": 726
            },
            {
              "host": "pds.1095.me",
              "change": 0.000834,
              "user_change": 599
            },
            {
              "host": "contracts.tz2at.store",
              "change": 0.000764,
              "user_change": 683
            },
            {
              "host": "bbi.to",
              "change": 0.000618,
              "user_change": -1
            },
            {
              "host": "eurosky.social",
              "change": 0.000456,
              "user_change": 353
            },
            {
              "host": "mysocial4you.com",
              "change": 0.000443,
              "user_change": 237
            },
            {
              "host": "marketplaces.tz2at.store",
              "change": 0.000419,
              "user_change": 320
            },
            {
              "host": "fmpds.cacheblasters.com",
              "change": 0.0003,
              "user_change": 39
            }
          ],
          "decrease": [
            {
              "host": "wallets.tz2at.store",
              "change": -0.021943,
              "user_change": -44806
            },
            {
              "host": "gems.xyz",
              "change": -0.007719,
              "user_change": -6174
            },
            {
              "host": ".host.bsky.network",
              "change": -0.00696,
              "user_change": -8076
            },
            {
              "host": "arisnet.top",
              "change": -0.001205,
              "user_change": -735
            },
            {
              "host": "p.0rs.org",
              "change": -0.001191,
              "user_change": -731
            },
            {
              "host": "truereach.cc",
              "change": -0.000203,
              "user_change": -101
            },
            {
              "host": "surf.social",
              "change": -0.000181,
              "user_change": -110
            },
            {
              "host": "blacksky.app",
              "change": -0.000171,
              "user_change": -181
            },
            {
              "host": "pds.riyo.net",
              "change": -0.000128,
              "user_change": -61
            },
            {
              "host": "socialsandbox3.net",
              "change": -9.4e-05,
              "user_change": -72
            }
          ]
        }
      },
      "monthly": {
        "shannon": 0.282,
        "shannon_contrib": {
          "increase": [
            {
              "host": "bbi.to",
              "change": 0.08354,
              "user_change": 117258
            },
            {
              "host": ".host.bsky.network",
              "change": 0.048908,
              "user_change": 10683
            },
            {
              "host": "fmpds.cacheblasters.com",
              "change": 0.033891,
              "user_change": 36395
            },
            {
              "host": "pds.federdeck.com",
              "change": 0.024243,
              "user_change": 24055
            },
            {
              "host": "bsky.global",
              "change": 0.020784,
              "user_change": 19949
            },
            {
              "host": "wallets.tz2at.store",
              "change": 0.019124,
              "user_change": 37647
            },
            {
              "host": "bsky.chrise.com",
              "change": 0.01341,
              "user_change": 12361
            },
            {
              "host": "haruhwa.com",
              "change": 0.013406,
              "user_change": 12279
            },
            {
              "host": "social.selting.website",
              "change": 0.012613,
              "user_change": 10918
            },
            {
              "host": "nacg.club",
              "change": 0.01229,
              "user_change": 10613
            }
          ],
          "decrease": [
            {
              "host": "gems.xyz",
              "change": -0.008176,
              "user_change": -6173
            },
            {
              "host": "certified-apppds-core-pr-base.up.railway.app",
              "change": -0.002556,
              "user_change": -1626
            },
            {
              "host": "pds.ridgeway.dev",
              "change": -0.002357,
              "user_change": -1464
            },
            {
              "host": "atproto.brid.gy",
              "change": -0.00207,
              "user_change": -1049
            },
            {
              "host": "certified-apppds-core-epds-pr-165.up.railway.app",
              "change": -0.001577,
              "user_change": -928
            },
            {
              "host": "bsky.helvetet.eu",
              "change": -0.001416,
              "user_change": -824
            },
            {
              "host": "pds.oathling.ai",
              "change": -0.001339,
              "user_change": -771
            },
            {
              "host": "pds.riyo.net",
              "change": -0.00132,
              "user_change": -759
            },
            {
              "host": "arisnet.top",
              "change": -0.001281,
              "user_change": -736
            },
            {
              "host": "pds.dadavidtseng.com",
              "change": -0.00128,
              "user_change": -734
            }
          ]
        }
      }
    },
    "git": {
      "weekly": {
        "shannon": -0.0027,
        "shannon_contrib": {
          "increase": [
            {
              "host": "gitlab.com",
              "change": 1.1e-05,
              "user_change": 8
            },
            {
              "host": "bitbucket",
              "change": 7e-06,
              "user_change": -2
            },
            {
              "host": "bitbucket.org",
              "change": 7e-06,
              "user_change": -1
            },
            {
              "host": "guix.gnu.org",
              "change": 4e-06,
              "user_change": 132
            },
            {
              "host": "packagist",
              "change": 1e-06,
              "user_change": 1
            },
            {
              "host": "codeberg.org",
              "change": 1e-06,
              "user_change": 22
            },
            {
              "host": "main",
              "change": 1e-06,
              "user_change": 0
            },
            {
              "host": "gitlab.irstea.fr",
              "change": 1e-06,
              "user_change": 16
            },
            {
              "host": "gitorious",
              "change": 1e-06,
              "user_change": 0
            },
            {
              "host": "launchpad",
              "change": 1e-06,
              "user_change": 0
            }
          ],
          "decrease": [
            {
              "host": "googlecode",
              "change": -0.002213,
              "user_change": -88279
            },
            {
              "host": "github",
              "change": -0.000269,
              "user_change": 26142
            },
            {
              "host": "osdn",
              "change": -0.000214,
              "user_change": -6462
            },
            {
              "host": "cgit.janouch.name",
              "change": -0.0,
              "user_change": -4
            },
            {
              "host": "git.nemunai.re",
              "change": -0.0,
              "user_change": -3
            },
            {
              "host": "gitlab.alpinelinux.org",
              "change": -0.0,
              "user_change": -4
            },
            {
              "host": "gitweb.torproject.org",
              "change": -0.0,
              "user_change": -2
            },
            {
              "host": "git.nicholasjohnson.ch",
              "change": -0.0,
              "user_change": -1
            },
            {
              "host": "git.pattard.fr",
              "change": -0.0,
              "user_change": -1
            },
            {
              "host": "git.octree.ch",
              "change": -0.0,
              "user_change": -1
            }
          ]
        }
      },
      "monthly": {
        "shannon": -0.0027,
        "shannon_contrib": {
          "increase": [
            {
              "host": "guix.gnu.org",
              "change": 8e-06,
              "user_change": 294
            },
            {
              "host": "us3-mirror-android.googlesource.com",
              "change": 2e-06,
              "user_change": 53
            },
            {
              "host": "android.googlesource.com",
              "change": 2e-06,
              "user_change": 53
            },
            {
              "host": "git.kernel.org",
              "change": 1e-06,
              "user_change": 37
            },
            {
              "host": "codeberg.org",
              "change": 1e-06,
              "user_change": 56
            },
            {
              "host": "gitlab.irstea.fr",
              "change": 1e-06,
              "user_change": 16
            },
            {
              "host": "apache.googlesource.com",
              "change": 1e-06,
              "user_change": 18
            },
            {
              "host": "git.mchi.mcgill.ca",
              "change": 1e-06,
              "user_change": 12
            },
            {
              "host": "cgit.freedesktop.org",
              "change": 1e-06,
              "user_change": 17
            },
            {
              "host": "git.svallee.fr",
              "change": 0.0,
              "user_change": 9
            }
          ],
          "decrease": [
            {
              "host": "googlecode",
              "change": -0.002213,
              "user_change": -88279
            },
            {
              "host": "github",
              "change": -0.000276,
              "user_change": 108368
            },
            {
              "host": "osdn",
              "change": -0.000214,
              "user_change": -6462
            },
            {
              "host": "gitlab.com",
              "change": -1e-06,
              "user_change": 152
            },
            {
              "host": "bitbucket",
              "change": -1e-06,
              "user_change": 64
            },
            {
              "host": "bitbucket.org",
              "change": -1e-06,
              "user_change": 60
            },
            {
              "host": "gitlab.alpinelinux.org",
              "change": -0.0,
              "user_change": -12
            },
            {
              "host": "git.nemunai.re",
              "change": -0.0,
              "user_change": -8
            },
            {
              "host": "packagist",
              "change": -0.0,
              "user_change": -1
            },
            {
              "host": "main",
              "change": -0.0,
              "user_change": -6
            }
          ]
        }
      }
    },
    "fedi_software": {
      "weekly": {
        "shannon": -0.049,
        "shannon_contrib": {
          "increase": [
            {
              "host": "NodeBB",
              "change": 0.007113,
              "user_change": 1496
            },
            {
              "host": "glorp",
              "change": 0.007069,
              "user_change": 2361
            },
            {
              "host": "lemmy",
              "change": 0.005958,
              "user_change": 1810
            },
            {
              "host": "bridgy-fed",
              "change": 0.003129,
              "user_change": 187
            },
            {
              "host": "mostr",
              "change": 0.002647,
              "user_change": 216
            },
            {
              "host": "piefed",
              "change": 0.002284,
              "user_change": 450
            },
            {
              "host": "peertube",
              "change": 0.001092,
              "user_change": -528
            },
            {
              "host": "fedibird",
              "change": 0.000882,
              "user_change": 73
            },
            {
              "host": "huub",
              "change": 0.000824,
              "user_change": 114
            },
            {
              "host": "ghost",
              "change": 0.000524,
              "user_change": -47
            }
          ],
          "decrease": [
            {
              "host": "elektrine",
              "change": -0.059548,
              "user_change": -17058
            },
            {
              "host": "pixelfed",
              "change": -0.013798,
              "user_change": -12134
            },
            {
              "host": "mastodon",
              "change": -0.006676,
              "user_change": -1173
            },
            {
              "host": "microdotblog",
              "change": -0.001761,
              "user_change": -650
            },
            {
              "host": "manifest-commons",
              "change": -0.000509,
              "user_change": -57
            },
            {
              "host": "fitpub",
              "change": -0.000348,
              "user_change": -52
            },
            {
              "host": "writefreely",
              "change": -0.000214,
              "user_change": -310
            },
            {
              "host": "brighteon",
              "change": -0.000207,
              "user_change": -45
            },
            {
              "host": "wafrn",
              "change": -0.000193,
              "user_change": -56
            },
            {
              "host": "pleroma",
              "change": -0.000125,
              "user_change": -76
            }
          ]
        }
      },
      "monthly": {
        "shannon": -0.0215,
        "shannon_contrib": {
          "increase": [
            {
              "host": "glorp",
              "change": 0.028695,
              "user_change": 10251
            },
            {
              "host": "bridgy-fed",
              "change": 0.010463,
              "user_change": 1118
            },
            {
              "host": "lemmy",
              "change": 0.009116,
              "user_change": 1666
            },
            {
              "host": "mostr",
              "change": 0.008339,
              "user_change": 758
            },
            {
              "host": "NodeBB",
              "change": 0.00761,
              "user_change": 1499
            },
            {
              "host": "wordpress",
              "change": 0.002668,
              "user_change": 247
            },
            {
              "host": "piefed",
              "change": 0.002648,
              "user_change": 321
            },
            {
              "host": "loops",
              "change": 0.002643,
              "user_change": 329
            },
            {
              "host": "fedibird",
              "change": 0.002397,
              "user_change": 143
            },
            {
              "host": "huub",
              "change": 0.001874,
              "user_change": 248
            }
          ],
          "decrease": [
            {
              "host": "elektrine",
              "change": -0.061959,
              "user_change": -18928
            },
            {
              "host": "writefreely",
              "change": -0.021332,
              "user_change": -8138
            },
            {
              "host": "pixelfed",
              "change": -0.012255,
              "user_change": -15833
            },
            {
              "host": "peertube",
              "change": -0.006481,
              "user_change": -7031
            },
            {
              "host": "microdotblog",
              "change": -0.003618,
              "user_change": -1588
            },
            {
              "host": "mastodon",
              "change": -0.001614,
              "user_change": -47305
            },
            {
              "host": "alvanista",
              "change": -0.000835,
              "user_change": -138
            },
            {
              "host": "manifest-commons",
              "change": -0.000486,
              "user_change": -57
            },
            {
              "host": "enigma-bbs",
              "change": -0.000455,
              "user_change": -65
            },
            {
              "host": "brighteon",
              "change": -0.000218,
              "user_change": -73
            }
          ]
        }
      }
    },
    "bsky_verifiers": {
      "weekly": {
        "shannon": -0.0015,
        "shannon_contrib": {
          "increase": [
            {
              "host": "@en.afp.com",
              "change": 0.000633,
              "user_change": 1
            }
          ],
          "decrease": [
            {
              "host": "@bsky.app",
              "change": -0.00033,
              "user_change": 28
            },
            {
              "host": "@theathletic.com",
              "change": -0.000272,
              "user_change": 0
            },
            {
              "host": "@financialtimes.com",
              "change": -0.000217,
              "user_change": 0
            },
            {
              "host": "@ign.com",
              "change": -0.00016,
              "user_change": 0
            },
            {
              "host": "@washingtonpost.com",
              "change": -0.000145,
              "user_change": 0
            },
            {
              "host": "@nytimes.com",
              "change": -0.000142,
              "user_change": 0
            },
            {
              "host": "@nbcnews.com",
              "change": -0.000135,
              "user_change": 0
            },
            {
              "host": "@wired.com",
              "change": -0.000118,
              "user_change": 0
            },
            {
              "host": "@theglobeandmail.com",
              "change": -8.7e-05,
              "user_change": 0
            },
            {
              "host": "@huffpost.com",
              "change": -8e-05,
              "user_change": 0
            }
          ]
        }
      },
      "monthly": {
        "shannon": -0.0119,
        "shannon_contrib": {
          "increase": [
            {
              "host": "@en.afp.com",
              "change": 0.002528,
              "user_change": 4
            }
          ],
          "decrease": [
            {
              "host": "@bsky.app",
              "change": -0.002525,
              "user_change": 207
            },
            {
              "host": "@theathletic.com",
              "change": -0.001737,
              "user_change": 1
            },
            {
              "host": "@financialtimes.com",
              "change": -0.001632,
              "user_change": 0
            },
            {
              "host": "@ign.com",
              "change": -0.001203,
              "user_change": 0
            },
            {
              "host": "@washingtonpost.com",
              "change": -0.001094,
              "user_change": 0
            },
            {
              "host": "@nbcnews.com",
              "change": -0.00102,
              "user_change": 0
            },
            {
              "host": "@wired.com",
              "change": -0.000889,
              "user_change": 0
            },
            {
              "host": "@theglobeandmail.com",
              "change": -0.000658,
              "user_change": 0
            },
            {
              "host": "@nytimes.com",
              "change": -0.000634,
              "user_change": 1
            },
            {
              "host": "@huffpost.com",
              "change": -0.000605,
              "user_change": 0
            }
          ]
        }
      }
    }
  },
  "bsky_verifiers": {
    "HHI": 7358,
    "shannon": 0.7714,
    "simpson": 0.2641,
    "servers": 22,
    "biggest_abs": 6963,
    "biggest_pct": 85.66,
    "rest_abs": 1166,
    "rest_pct": 14.34,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        1
      ],
      [
        75,
        1
      ],
      [
        90,
        3
      ],
      [
        99,
        13
      ],
      [
        99.5,
        16
      ]
    ],
    "lastUpdate": "07-05-2026",
    "dataFile": "data/bsky-verifiers/2026-07-05T06:03:55Z.csv"
  },
  "fedi_software": {
    "HHI": 3978,
    "shannon": 1.6118,
    "simpson": 0.6021,
    "servers": 198,
    "biggest_abs": 665192,
    "biggest_pct": 61.57,
    "rest_abs": 415263,
    "rest_pct": 38.43,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        1
      ],
      [
        75,
        3
      ],
      [
        90,
        7
      ],
      [
        99,
        22
      ],
      [
        99.5,
        27
      ]
    ],
    "lastUpdate": "07-05-2026",
    "dataFile": "data/fedi-software/2026-07-05T06:03:55Z.csv"
  }
}