{
  "fedi": {
    "lastUpdate": "07-09-2026",
    "dataFile": "data/fedi-mau/2026-07-09T06:01:33Z.csv.O",
    "HHI": 784,
    "shannon": 4.7172,
    "simpson": 0.9216,
    "servers": 26005,
    "biggest_abs": 275705,
    "biggest_pct": 25.34,
    "rest_abs": 812203,
    "rest_pct": 74.66,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        8
      ],
      [
        75,
        79
      ],
      [
        90,
        451
      ],
      [
        99,
        15126
      ],
      [
        99.5,
        20566
      ]
    ]
  },
  "at": {
    "lastUpdate": "07-08-2026",
    "dataFile": "data/at-mau/2026-07-08T06:00:46Z.csv",
    "HHI": 8394,
    "shannon": 0.5064,
    "simpson": 0.1606,
    "servers": 1948,
    "biggest_abs": 4922360,
    "biggest_pct": 91.56,
    "rest_abs": 453454,
    "rest_pct": 8.44,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        1
      ],
      [
        75,
        1
      ],
      [
        90,
        1
      ],
      [
        99,
        13
      ],
      [
        99.5,
        18
      ]
    ]
  },
  "git": {
    "lastUpdate": "07-09-2026",
    "HHI": 9229,
    "shannon": 0.2369,
    "simpson": 0.077,
    "servers": 1587,
    "biggest_abs": 314908341,
    "biggest_pct": 96.05,
    "rest_abs": 12949776,
    "rest_pct": 3.95,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        1
      ],
      [
        75,
        1
      ],
      [
        90,
        1
      ],
      [
        99,
        4
      ],
      [
        99.5,
        5
      ]
    ],
    "dataFile": "data/git/2026-07-09T00:00:00__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": -0.0031,
        "shannon_contrib": {
          "increase": [
            {
              "host": "pixelfed.de",
              "change": 0.014016,
              "user_change": 3810
            },
            {
              "host": "phijkchu.com",
              "change": 0.007443,
              "user_change": 2284
            },
            {
              "host": "fedinsfw.app",
              "change": 0.00454,
              "user_change": 977
            },
            {
              "host": "queef.in",
              "change": 0.004232,
              "user_change": 2136
            },
            {
              "host": "gram.social",
              "change": 0.003257,
              "user_change": 841
            },
            {
              "host": "paper.wf",
              "change": 0.001464,
              "user_change": 468
            },
            {
              "host": "mastodon.sdf.org",
              "change": 0.001265,
              "user_change": 237
            },
            {
              "host": "liker.social",
              "change": 0.001175,
              "user_change": 143
            },
            {
              "host": "instapix.org",
              "change": 0.001171,
              "user_change": 160
            },
            {
              "host": "lemmy.1095.me",
              "change": 0.000816,
              "user_change": 95
            }
          ],
          "decrease": [
            {
              "host": "pigav.ws",
              "change": -0.007834,
              "user_change": -1289
            },
            {
              "host": "pixelfed.uno",
              "change": -0.002817,
              "user_change": -730
            },
            {
              "host": "forum.ieu.app",
              "change": -0.001792,
              "user_change": -353
            },
            {
              "host": "findout.media",
              "change": -0.001733,
              "user_change": -445
            },
            {
              "host": "nnia.space",
              "change": -0.0017,
              "user_change": -216
            },
            {
              "host": "thu.closed.social",
              "change": -0.001606,
              "user_change": -283
            },
            {
              "host": "peertube900.pocketnet.app",
              "change": -0.001496,
              "user_change": -293
            },
            {
              "host": "arree.bzh",
              "change": -0.00126,
              "user_change": -163
            },
            {
              "host": "kbin.earth",
              "change": -0.001114,
              "user_change": -134
            },
            {
              "host": "micro.blog",
              "change": -0.001072,
              "user_change": -253
            }
          ]
        }
      },
      "monthly": {
        "shannon": 0.018,
        "shannon_contrib": {
          "increase": [
            {
              "host": "queef.in",
              "change": 0.027208,
              "user_change": 10256
            },
            {
              "host": "findout.media",
              "change": 0.023473,
              "user_change": 5666
            },
            {
              "host": "pixelfed.de",
              "change": 0.020612,
              "user_change": 5165
            },
            {
              "host": "lemmy.ml",
              "change": 0.011031,
              "user_change": 1888
            },
            {
              "host": "forum.ieu.app",
              "change": 0.010006,
              "user_change": 1682
            },
            {
              "host": "phijkchu.com",
              "change": 0.009301,
              "user_change": 2244
            },
            {
              "host": "fed.brid.gy",
              "change": 0.008408,
              "user_change": 1111
            },
            {
              "host": "m.cmx.im",
              "change": 0.007087,
              "user_change": 1537
            },
            {
              "host": "mostr.pub",
              "change": 0.006729,
              "user_change": 742
            },
            {
              "host": "blogs.kitaitimakoto.net",
              "change": 0.005905,
              "user_change": 906
            }
          ],
          "decrease": [
            {
              "host": "baraag.net",
              "change": -0.115813,
              "user_change": -39561
            },
            {
              "host": "z.org",
              "change": -0.041126,
              "user_change": -9972
            },
            {
              "host": "pf.z.org",
              "change": -0.030338,
              "user_change": -6809
            },
            {
              "host": "backend.newsmast.org",
              "change": -0.01502,
              "user_change": -2952
            },
            {
              "host": "newsmast.social",
              "change": -0.01502,
              "user_change": -2952
            },
            {
              "host": "paper.wf",
              "change": -0.013709,
              "user_change": -5011
            },
            {
              "host": "pigav.ws",
              "change": -0.013341,
              "user_change": -2556
            },
            {
              "host": "avone.me",
              "change": -0.012376,
              "user_change": -2401
            },
            {
              "host": "pixelfed.social",
              "change": -0.011552,
              "user_change": -10258
            },
            {
              "host": "pixelfed.uno",
              "change": -0.008491,
              "user_change": -2924
            }
          ]
        }
      }
    },
    "at": {
      "weekly": {
        "shannon": 0.0127,
        "shannon_contrib": {
          "increase": [
            {
              "host": "pds.wsocial.network",
              "change": 0.002958,
              "user_change": 2901
            },
            {
              "host": "certified.one",
              "change": 0.002116,
              "user_change": 1781
            },
            {
              "host": ".host.bsky.network",
              "change": 0.001737,
              "user_change": -22765
            },
            {
              "host": "taipei.hsuanyuchou.net",
              "change": 0.001203,
              "user_change": 726
            },
            {
              "host": "wallets.tz2at.store",
              "change": 0.001157,
              "user_change": 1856
            },
            {
              "host": "marketplaces.tz2at.store",
              "change": 0.00099,
              "user_change": 828
            },
            {
              "host": "pds.1095.me",
              "change": 0.000527,
              "user_change": 395
            },
            {
              "host": "test-pds.dinakernel.com",
              "change": 0.000449,
              "user_change": 265
            },
            {
              "host": "eurosky.social",
              "change": 0.000219,
              "user_change": 203
            },
            {
              "host": "certified-apppds-core-epds-pr-188.up.railway.app",
              "change": 0.000201,
              "user_change": 99
            }
          ],
          "decrease": [
            {
              "host": "contracts.tz2at.store",
              "change": -0.000218,
              "user_change": -255
            },
            {
              "host": "nihilist.cloud",
              "change": -0.000112,
              "user_change": -60
            },
            {
              "host": "blacksky.app",
              "change": -9.6e-05,
              "user_change": -90
            },
            {
              "host": "pds.louisvillebsky.app",
              "change": -5e-05,
              "user_change": -52
            },
            {
              "host": "at.waf.moe",
              "change": -4.7e-05,
              "user_change": -21
            },
            {
              "host": "pds.dr0p.info",
              "change": -3.2e-05,
              "user_change": -15
            },
            {
              "host": "selfhosted.social",
              "change": -2.5e-05,
              "user_change": -17
            },
            {
              "host": "socialsandbox3.net",
              "change": -1.9e-05,
              "user_change": -15
            },
            {
              "host": "pds.opnmt.me",
              "change": -1.6e-05,
              "user_change": -9
            },
            {
              "host": "pds.glados.computer",
              "change": -1.6e-05,
              "user_change": -7
            }
          ]
        }
      },
      "monthly": {
        "shannon": 0.2074,
        "shannon_contrib": {
          "increase": [
            {
              "host": "bbi.to",
              "change": 0.083387,
              "user_change": 117262
            },
            {
              "host": "fmpds.cacheblasters.com",
              "change": 0.032982,
              "user_change": 35934
            },
            {
              "host": ".host.bsky.network",
              "change": 0.030785,
              "user_change": 51149
            },
            {
              "host": "pds.federdeck.com",
              "change": 0.023712,
              "user_change": 23804
            },
            {
              "host": "bsky.global",
              "change": 0.020143,
              "user_change": 19623
            },
            {
              "host": "haruhwa.com",
              "change": 0.013067,
              "user_change": 12070
            },
            {
              "host": "bsky.chrise.com",
              "change": 0.013011,
              "user_change": 12106
            },
            {
              "host": "social.selting.website",
              "change": 0.012039,
              "user_change": 10630
            },
            {
              "host": "nacg.club",
              "change": 0.011797,
              "user_change": 10364
            },
            {
              "host": "pds.wsocial.network",
              "change": 0.011195,
              "user_change": 9750
            }
          ],
          "decrease": [
            {
              "host": "wallets.tz2at.store",
              "change": -0.030977,
              "user_change": -54704
            },
            {
              "host": "gems.xyz",
              "change": -0.008078,
              "user_change": -6173
            },
            {
              "host": "contracts.tz2at.store",
              "change": -0.006132,
              "user_change": -5885
            },
            {
              "host": "certified-apppds-core-pr-base.up.railway.app",
              "change": -0.002436,
              "user_change": -1562
            },
            {
              "host": "pds.ridgeway.dev",
              "change": -0.002327,
              "user_change": -1464
            },
            {
              "host": "atproto.brid.gy",
              "change": -0.001507,
              "user_change": -677
            },
            {
              "host": "bsky.helvetet.eu",
              "change": -0.001348,
              "user_change": -791
            },
            {
              "host": "pds.oathling.ai",
              "change": -0.001322,
              "user_change": -771
            },
            {
              "host": "pds.riyo.net",
              "change": -0.001304,
              "user_change": -759
            },
            {
              "host": "arisnet.top",
              "change": -0.001276,
              "user_change": -741
            }
          ]
        }
      }
    },
    "git": {
      "weekly": {
        "shannon": 0.0,
        "shannon_contrib": {
          "increase": [
            {
              "host": "guix.gnu.org",
              "change": 1e-06,
              "user_change": 36
            },
            {
              "host": "codeberg.org",
              "change": 0.0,
              "user_change": 18
            },
            {
              "host": "code.chipmunk.land",
              "change": 0.0,
              "user_change": 8
            },
            {
              "host": "us3-mirror-android.googlesource.com",
              "change": 0.0,
              "user_change": 8
            },
            {
              "host": "android.googlesource.com",
              "change": 0.0,
              "user_change": 8
            },
            {
              "host": "gitlab.wikimedia.org",
              "change": 0.0,
              "user_change": 6
            },
            {
              "host": "forge.april.org",
              "change": 0.0,
              "user_change": 4
            },
            {
              "host": "gitlab.univ-lr.fr",
              "change": 0.0,
              "user_change": 3
            },
            {
              "host": "apache.googlesource.com",
              "change": 0.0,
              "user_change": 3
            },
            {
              "host": "framagit.org",
              "change": 0.0,
              "user_change": 5
            }
          ],
          "decrease": [
            {
              "host": "gitlab.com",
              "change": -4e-06,
              "user_change": 8
            },
            {
              "host": "bitbucket",
              "change": -2e-06,
              "user_change": 0
            },
            {
              "host": "github",
              "change": -2e-06,
              "user_change": 23034
            },
            {
              "host": "bitbucket.org",
              "change": -2e-06,
              "user_change": -2
            },
            {
              "host": "packagist",
              "change": -0.0,
              "user_change": -1
            },
            {
              "host": "main",
              "change": -0.0,
              "user_change": 0
            },
            {
              "host": "gitorious",
              "change": -0.0,
              "user_change": 0
            },
            {
              "host": "launchpad",
              "change": -0.0,
              "user_change": 0
            },
            {
              "host": "git.nemunai.re",
              "change": -0.0,
              "user_change": -3
            },
            {
              "host": "salsa.debian.org",
              "change": -0.0,
              "user_change": 0
            }
          ]
        }
      },
      "monthly": {
        "shannon": -0.0027,
        "shannon_contrib": {
          "increase": [
            {
              "host": "guix.gnu.org",
              "change": 8e-06,
              "user_change": 280
            },
            {
              "host": "us3-mirror-android.googlesource.com",
              "change": 2e-06,
              "user_change": 55
            },
            {
              "host": "android.googlesource.com",
              "change": 2e-06,
              "user_change": 55
            },
            {
              "host": "codeberg.org",
              "change": 2e-06,
              "user_change": 69
            },
            {
              "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": "git.svallee.fr",
              "change": 0.0,
              "user_change": 9
            },
            {
              "host": "forge.april.org",
              "change": 0.0,
              "user_change": 8
            },
            {
              "host": "code.chipmunk.land",
              "change": 0.0,
              "user_change": 8
            }
          ],
          "decrease": [
            {
              "host": "googlecode",
              "change": -0.002213,
              "user_change": -88279
            },
            {
              "host": "github",
              "change": -0.000276,
              "user_change": 102870
            },
            {
              "host": "osdn",
              "change": -0.000214,
              "user_change": -6462
            },
            {
              "host": "gitlab.alpinelinux.org",
              "change": -0.0,
              "user_change": -10
            },
            {
              "host": "git.nemunai.re",
              "change": -0.0,
              "user_change": -8
            },
            {
              "host": "git.lipovcan.cz",
              "change": -0.0,
              "user_change": -6
            },
            {
              "host": "packagist",
              "change": -0.0,
              "user_change": -1
            },
            {
              "host": "bitbucket",
              "change": -0.0,
              "user_change": 66
            },
            {
              "host": "bitbucket.org",
              "change": -0.0,
              "user_change": 61
            },
            {
              "host": "main",
              "change": -0.0,
              "user_change": -4
            }
          ]
        }
      }
    },
    "fedi_software": {
      "weekly": {
        "shannon": 0.0134,
        "shannon_contrib": {
          "increase": [
            {
              "host": "pixelfed",
              "change": 0.005403,
              "user_change": 4191
            },
            {
              "host": "piefed",
              "change": 0.004863,
              "user_change": 1233
            },
            {
              "host": "glorp",
              "change": 0.004232,
              "user_change": 2136
            },
            {
              "host": "mastodon",
              "change": 0.002746,
              "user_change": -2548
            },
            {
              "host": "welley",
              "change": 0.001042,
              "user_change": 125
            },
            {
              "host": "peertube",
              "change": 0.000804,
              "user_change": 635
            },
            {
              "host": "hybridsocial",
              "change": 0.000554,
              "user_change": 64
            },
            {
              "host": "writefreely",
              "change": 0.000536,
              "user_change": 215
            },
            {
              "host": "zerocat",
              "change": 0.000502,
              "user_change": 138
            },
            {
              "host": "akkoma",
              "change": 0.000262,
              "user_change": 63
            }
          ],
          "decrease": [
            {
              "host": "NodeBB",
              "change": -0.001721,
              "user_change": -378
            },
            {
              "host": "microdotblog",
              "change": -0.001072,
              "user_change": -253
            },
            {
              "host": "elektrine",
              "change": -0.000768,
              "user_change": -141
            },
            {
              "host": "mbin",
              "change": -0.000707,
              "user_change": -121
            },
            {
              "host": "lemmy",
              "change": -0.000702,
              "user_change": -145
            },
            {
              "host": "manifest-commons",
              "change": -0.000519,
              "user_change": -57
            },
            {
              "host": "wafrn",
              "change": -0.000464,
              "user_change": -78
            },
            {
              "host": "loops",
              "change": -0.000422,
              "user_change": -80
            },
            {
              "host": "bridgy-fed",
              "change": -0.000364,
              "user_change": 169
            },
            {
              "host": "ghost",
              "change": -0.000266,
              "user_change": -34
            }
          ]
        }
      },
      "monthly": {
        "shannon": -0.0013,
        "shannon_contrib": {
          "increase": [
            {
              "host": "glorp",
              "change": 0.027208,
              "user_change": 10256
            },
            {
              "host": "bridgy-fed",
              "change": 0.008408,
              "user_change": 1111
            },
            {
              "host": "lemmy",
              "change": 0.008315,
              "user_change": 1839
            },
            {
              "host": "mostr",
              "change": 0.006729,
              "user_change": 742
            },
            {
              "host": "piefed",
              "change": 0.006338,
              "user_change": 1324
            },
            {
              "host": "NodeBB",
              "change": 0.006106,
              "user_change": 1207
            },
            {
              "host": "plume",
              "change": 0.005528,
              "user_change": 1091
            },
            {
              "host": "loops",
              "change": 0.002392,
              "user_change": 343
            },
            {
              "host": "mastodon",
              "change": 0.002097,
              "user_change": -43607
            },
            {
              "host": "fedibird",
              "change": 0.001942,
              "user_change": 141
            }
          ],
          "decrease": [
            {
              "host": "elektrine",
              "change": -0.061977,
              "user_change": -18621
            },
            {
              "host": "writefreely",
              "change": -0.014092,
              "user_change": -5397
            },
            {
              "host": "pixelfed",
              "change": -0.004653,
              "user_change": -8609
            },
            {
              "host": "microdotblog",
              "change": -0.002933,
              "user_change": -1239
            },
            {
              "host": "peertube",
              "change": -0.002288,
              "user_change": -3979
            },
            {
              "host": "relre",
              "change": -0.002175,
              "user_change": -305
            },
            {
              "host": "alvanista",
              "change": -0.000535,
              "user_change": -88
            },
            {
              "host": "manifest-commons",
              "change": -0.000491,
              "user_change": -57
            },
            {
              "host": "enigma-bbs",
              "change": -0.000307,
              "user_change": -43
            },
            {
              "host": "Vernissage",
              "change": -0.000167,
              "user_change": -32
            }
          ]
        }
      }
    },
    "bsky_verifiers": {
      "weekly": {
        "shannon": -0.0017,
        "shannon_contrib": {
          "increase": [],
          "decrease": [
            {
              "host": "@bsky.app",
              "change": -0.000328,
              "user_change": 22
            },
            {
              "host": "@theathletic.com",
              "change": -0.000206,
              "user_change": 0
            },
            {
              "host": "@financialtimes.com",
              "change": -0.000164,
              "user_change": 0
            },
            {
              "host": "@ign.com",
              "change": -0.000121,
              "user_change": 0
            },
            {
              "host": "@washingtonpost.com",
              "change": -0.00011,
              "user_change": 0
            },
            {
              "host": "@nytimes.com",
              "change": -0.000107,
              "user_change": 0
            },
            {
              "host": "@nbcnews.com",
              "change": -0.000102,
              "user_change": 0
            },
            {
              "host": "@wired.com",
              "change": -8.9e-05,
              "user_change": 0
            },
            {
              "host": "@theglobeandmail.com",
              "change": -6.6e-05,
              "user_change": 0
            },
            {
              "host": "@huffpost.com",
              "change": -6.1e-05,
              "user_change": 0
            }
          ]
        }
      },
      "monthly": {
        "shannon": -0.0081,
        "shannon_contrib": {
          "increase": [
            {
              "host": "@en.afp.com",
              "change": 0.002574,
              "user_change": 4
            }
          ],
          "decrease": [
            {
              "host": "@bsky.app",
              "change": -0.001773,
              "user_change": 153
            },
            {
              "host": "@financialtimes.com",
              "change": -0.001202,
              "user_change": 0
            },
            {
              "host": "@theathletic.com",
              "change": -0.001199,
              "user_change": 1
            },
            {
              "host": "@ign.com",
              "change": -0.000886,
              "user_change": 0
            },
            {
              "host": "@washingtonpost.com",
              "change": -0.000805,
              "user_change": 0
            },
            {
              "host": "@nbcnews.com",
              "change": -0.000751,
              "user_change": 0
            },
            {
              "host": "@wired.com",
              "change": -0.000655,
              "user_change": 0
            },
            {
              "host": "@theglobeandmail.com",
              "change": -0.000484,
              "user_change": 0
            },
            {
              "host": "@huffpost.com",
              "change": -0.000445,
              "user_change": 0
            },
            {
              "host": "@latimes.com",
              "change": -0.000445,
              "user_change": 0
            }
          ]
        }
      }
    }
  },
  "bsky_verifiers": {
    "HHI": 7363,
    "shannon": 0.7703,
    "simpson": 0.2637,
    "servers": 22,
    "biggest_abs": 6978,
    "biggest_pct": 85.68,
    "rest_abs": 1166,
    "rest_pct": 14.32,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        1
      ],
      [
        75,
        1
      ],
      [
        90,
        3
      ],
      [
        99,
        13
      ],
      [
        99.5,
        16
      ]
    ],
    "lastUpdate": "07-09-2026",
    "dataFile": "data/bsky-verifiers/2026-07-09T06:02:50Z.csv"
  },
  "fedi_software": {
    "HHI": 3930,
    "shannon": 1.6241,
    "simpson": 0.607,
    "servers": 199,
    "biggest_abs": 665086,
    "biggest_pct": 61.13,
    "rest_abs": 422822,
    "rest_pct": 38.87,
    "b_vals": [
      [
        25,
        1
      ],
      [
        50,
        1
      ],
      [
        75,
        3
      ],
      [
        90,
        7
      ],
      [
        99,
        22
      ],
      [
        99.5,
        28
      ]
    ],
    "lastUpdate": "07-09-2026",
    "dataFile": "data/fedi-software/2026-07-09T06:02:50Z.csv"
  }
}