fedivertex — Fedivertex: networks of Fediverse instances (2025-2026)
- Description
Networks of the instances (servers) of seven decentralized social networks of the Fediverse (Mastodon, Misskey, Pleroma, Friendica, Lemmy, PeerTube and BookWyrm), from the Fedivertex dataset of Damie and Cyffers, who crawled the public APIs of the instances every week from February 2025 to April 2026 (some kinds of graphs only until July 2025). Each node is an instance, identified by its host name, and the kinds of networks are:
federation(BookWyrm, Friendica, Lemmy, Misskey, Mastodon, Pleroma): an edge from instance X to instance Y means that X lists Y among its known peers (instances with which it communicates). The authors treat these graphs as undirected; the edges are kept as listed (many in both directions).follow(PeerTube): an edge from X to Y means that X follows Y (its users see the videos posted on Y).federation_with_blocks(Lemmy): the federation graph, with negative edges (weight -1) from X to Y when X blocks Y.cross_instance(Lemmy): two instances are connected if users of both posted in the same thread (possibly on a third instance), weighted by the number of such interactions; undirected for the authors, listed in both directions.intra_instance(Lemmy): an edge from X to Y means that users of X posted on Y, weighted by their number.active_user(Mastodon, Misskey, Pleroma): for the 10,000 most recently active users of each instance X, the accounts they follow, counted by the instance Y of the followed account: an edge from X to Y with this count as weight (with self-loops).
The dataset contains 572 weekly graphs; this entry keeps, for each kind of graph and each month, the last weekly graph of the month (141 networks): from February 2025 to April 2026 for the graphs collected until 2026 (the last one of March 2026 is of March 9 for Friendica), and from February to July 2025 for the others. The networks are named
<software>_<kind>_<year>_<month>, e.g.mastodon_federation_2025_07, and the date of each graph is the graph propertydate. The host names are given as in the dataset, with dots written as[DOT]. Instances referenced in the edges but missing from the file of instances are included without attributes (has_recordfalse). The crawl of the Fediverse of 2018 is the entryfediverse.The networks have the following properties:
- (Node)
host: the host name of the instance. - (Node)
has_record: whether it is in the file of instances. - (Node) Further properties: the attributes of the instances given by their APIs, which depend on the software, e.g.
version,users,statusesorposts,comments,communities,languages,description_language,registration_enabled,users_active_day,users_active_week,users_active_monthandusers_active_half_year(Lemmy),captcha_enabledandrequire_email_verification(Lemmy),users_countandposts_count(Misskey),categories,totalUsers,totalDailyActiveUsers,totalWeeklyActiveUsers,totalMonthlyActiveUsers,totalLocalVideos,totalVideos,totalLocalPlaylists,totalVideoComments,totalLocalVideoComments,totalLocalVideoViewsandserverVersion(PeerTube) (numerical values are NaN if unknown). - (Node)
error: the error of the crawler for the instance, if any. - (Edge)
weight: as described above (1 forfederationandfollow). - (Graph)
date: the date of the crawl (YYYY-MM-DD).
- Tags
- Social Online Technological Weighted Signed Metadata
- Added
- 2026-10-31
- Citation
-
- M. Damie, E. Cyffers, "Fedivertex: a Graph Dataset based on Decentralized Social Media." Proceedings of the ACM Web Conference 2026, 8393-8396 (2026) 10.1145/3774904.3792868 Sci-Hub
- Upstream URL OK
-
https://doi.org/10.5281/zenodo.19705211
https://pypi.org/project/fedivertex/ - Upstream license
- Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0), https://creativecommons.org/licenses/by-nc-sa/4.0/
- Networks
-
Tip: click on a column header to sort the list, or hover over it for a description.
Column legend
- $\left<k\right>$
- Mean degree
- $\sigma_k$
- Standard deviation of the degrees
- $\lambda_h$
- Largest eigenvalue of the Hashimoto (non-backtracking) matrix
- $\tau$
- Random walk mixing time
- $r$
- Degree assortativity
- $c$
- Global clustering coefficient
- $\oslash$
- (Pseudo-) diameter
- $S$
- Relative size of the largest component
- NPs
- Node properties
- EPs
- Edge properties
Name Nodes Edges $\left<k\right>$ $\sigma_k$ $\lambda_h$ $\tau$ $r$ $c$ $\oslash$ $S$ Kind Mode NPs EPs gt GraphML GML csv bookwyrm_ federation_ 2025_ 02 74 3,433 46.39 37.15 56.27 0.47 -0.29 0.85 2 0.97 Directed Unipartite host has_record version registration_enabled weight 3 KiB 11 KiB 11 KiB 10 KiB bookwyrm_ federation_ 2025_ 03 67 2,767 41.30 33.61 51.00 0.47 -0.28 0.86 2 0.97 Directed Unipartite host has_record version registration_enabled weight 3 KiB 10 KiB 9 KiB 8 KiB bookwyrm_ federation_ 2025_ 04 68 2,837 41.72 34.79 50.73 0.50 -0.30 0.85 2 0.97 Directed Unipartite host has_record version registration_enabled weight 3 KiB 10 KiB 9 KiB 9 KiB bookwyrm_ federation_ 2025_ 05 63 2,467 39.16 32.53 47.36 0.57 -0.28 0.87 3 0.98 Directed Unipartite host has_record version registration_enabled description_language weight 3 KiB 9 KiB 8 KiB 8 KiB bookwyrm_ federation_ 2025_ 06 61 2,351 38.54 30.90 46.24 0.54 -0.27 0.86 2 0.98 Directed Unipartite host has_record version registration_enabled description_language weight 3 KiB 9 KiB 8 KiB 7 KiB bookwyrm_ federation_ 2025_ 07 60 2,389 39.82 29.38 46.81 0.51 -0.26 0.87 2 0.98 Directed Unipartite host has_record version registration_enabled description_language weight 3 KiB 9 KiB 8 KiB 8 KiB bookwyrm_ federation_ 2025_ 08 56 2,036 36.36 27.53 43.31 0.50 -0.26 0.87 2 0.98 Directed Unipartite host has_record version registration_enabled description_language weight 3 KiB 8 KiB 7 KiB 7 KiB bookwyrm_ federation_ 2025_ 09 59 2,244 38.03 29.29 45.00 0.52 -0.26 0.86 2 0.98 Directed Unipartite host has_record version registration_enabled description_language weight 3 KiB 8 KiB 8 KiB 7 KiB bookwyrm_ federation_ 2025_ 10 74 2,989 40.39 38.64 51.90 0.53 -0.32 0.82 2 0.97 Directed Unipartite host has_record version registration_enabled description_language weight 4 KiB 11 KiB 10 KiB 9 KiB bookwyrm_ federation_ 2025_ 11 69 2,629 38.10 36.16 49.18 0.61 -0.31 0.84 2 0.99 Directed Unipartite host has_record version registration_enabled description_language error weight 3 KiB 10 KiB 9 KiB 8 KiB bookwyrm_ federation_ 2025_ 12 64 2,152 33.62 34.11 44.48 0.58 -0.29 0.85 2 0.95 Directed Unipartite host has_record version registration_enabled description_language error weight 3 KiB 8 KiB 8 KiB 7 KiB bookwyrm_ federation_ 2026_ 01 73 2,758 37.78 38.44 50.14 0.55 -0.33 0.82 2 0.96 Directed Unipartite host has_record version registration_enabled description_language weight 3 KiB 10 KiB 9 KiB 9 KiB bookwyrm_ federation_ 2026_ 02 101 4,435 43.91 52.22 63.01 0.57 -0.32 0.79 3 0.95 Directed Unipartite host has_record version registration_enabled description_language error weight 5 KiB 15 KiB 14 KiB 13 KiB bookwyrm_ federation_ 2026_ 03 98 4,123 42.07 50.80 60.84 0.61 -0.32 0.79 3 0.95 Directed Unipartite host has_record version registration_enabled description_language error weight 4 KiB 14 KiB 13 KiB 12 KiB bookwyrm_ federation_ 2026_ 04 90 3,292 36.58 46.19 54.16 0.60 -0.34 0.78 3 0.93 Directed Unipartite host has_record version registration_enabled description_language error weight 4 KiB 12 KiB 11 KiB 10 KiB friendica_ federation_ 2025_ 02 258 35,292 136.79 135.65 174.51 0.69 -0.43 0.74 2 1.00 Directed Unipartite host has_record version users statuses registration_enabled weight 15 KiB 119 KiB 106 KiB 80 KiB friendica_ federation_ 2025_ 03 258 37,908 146.93 131.17 182.33 0.66 -0.40 0.76 2 1.00 Directed Unipartite host has_record version users statuses registration_enabled weight 16 KiB 127 KiB 114 KiB 85 KiB friendica_ federation_ 2025_ 04 261 39,928 152.98 132.62 187.34 0.64 -0.40 0.77 2 1.00 Directed Unipartite host has_record version users statuses registration_enabled weight 17 KiB 134 KiB 119 KiB 88 KiB friendica_ federation_ 2025_ 05 240 34,309 142.95 121.52 173.85 0.63 -0.40 0.77 2 1.00 Directed Unipartite host has_record version users statuses registration_enabled weight 13 KiB 115 KiB 103 KiB 76 KiB friendica_ federation_ 2025_ 06 242 34,469 142.43 123.92 172.93 0.65 -0.41 0.76 2 1.00 Directed Unipartite host has_record version users statuses registration_enabled weight 13 KiB 116 KiB 104 KiB 76 KiB friendica_ federation_ 2025_ 07 236 34,261 145.17 118.98 173.35 0.63 -0.40 0.78 2 1.00 Directed Unipartite host has_record version users statuses registration_enabled weight 13 KiB 115 KiB 102 KiB 76 KiB friendica_ federation_ 2025_ 08 221 30,968 140.13 110.05 165.01 0.62 -0.39 0.79 2 1.00 Directed Unipartite host has_record version users statuses registration_enabled weight 12 KiB 104 KiB 93 KiB 68 KiB friendica_ federation_ 2025_ 09 222 31,059 139.91 111.18 165.11 0.61 -0.39 0.79 2 1.00 Directed Unipartite host has_record version users statuses registration_enabled weight 12 KiB 104 KiB 93 KiB 69 KiB friendica_ federation_ 2025_ 10 250 35,387 141.55 131.65 174.14 0.69 -0.44 0.75 2 1.00 Directed Unipartite host has_record version users statuses registration_enabled weight 14 KiB 119 KiB 106 KiB 79 KiB friendica_ federation_ 2025_ 11 251 34,451 137.25 133.63 171.43 1.45 -0.44 0.74 2 1.00 Directed Unipartite host has_record version users statuses registration_enabled error weight 14 KiB 116 KiB 104 KiB 79 KiB friendica_ federation_ 2025_ 12 251 33,880 134.98 134.32 170.45 0.92 -0.44 0.74 2 1.00 Directed Unipartite host has_record version users statuses registration_enabled error weight 14 KiB 114 KiB 102 KiB 76 KiB friendica_ federation_ 2026_ 01 252 32,938 130.71 135.26 167.03 0.73 -0.45 0.73 3 1.00 Directed Unipartite host has_record version users statuses registration_enabled weight 14 KiB 111 KiB 99 KiB 74 KiB friendica_ federation_ 2026_ 02 356 64,209 180.36 185.54 236.18 0.71 -0.43 0.73 2 1.00 Directed Unipartite host has_record version users statuses registration_enabled error weight 25 KiB 214 KiB 189 KiB 145 KiB friendica_ federation_ 2026_ 03 364 67,199 184.61 189.31 241.46 0.72 -0.43 0.73 2 1.00 Directed Unipartite host has_record version users statuses registration_enabled error weight 27 KiB 223 KiB 195 KiB 153 KiB friendica_ federation_ 2026_ 04 357 65,492 183.45 185.10 238.35 0.72 -0.43 0.73 2 1.00 Directed Unipartite host has_record version users statuses registration_enabled error weight 27 KiB 218 KiB 193 KiB 150 KiB lemmy_ cross_ instance_ 2025_ 02 434 4,525 10.43 45.05 58.19 2.56 -0.28 0.69 3 0.25 Directed Unipartite host has_record version users posts comments communities users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 16 KiB 32 KiB 32 KiB 25 KiB lemmy_ cross_ instance_ 2025_ 03 435 5,246 12.06 50.34 63.12 1.49 -0.27 0.72 3 0.26 Directed Unipartite host has_record version users posts comments communities users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 18 KiB 35 KiB 35 KiB 28 KiB lemmy_ cross_ instance_ 2025_ 04 419 4,065 9.70 42.29 56.68 1.58 -0.24 0.71 3 0.24 Directed Unipartite host has_record version users posts comments communities users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 16 KiB 30 KiB 30 KiB 24 KiB lemmy_ cross_ instance_ 2025_ 05 398 3,871 9.73 41.99 55.36 1.56 -0.20 0.74 4 0.24 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 15 KiB 30 KiB 29 KiB 23 KiB lemmy_ cross_ instance_ 2025_ 06 367 3,552 9.68 41.19 53.61 1.71 -0.15 0.77 4 0.25 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 15 KiB 28 KiB 27 KiB 21 KiB lemmy_ cross_ instance_ 2025_ 07 362 3,244 8.96 38.79 50.91 1.62 -0.17 0.76 3 0.24 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 13 KiB 26 KiB 26 KiB 20 KiB lemmy_ federation_ 2025_ 02 435 138,763 319.00 204.72 374.37 0.58 -0.17 0.94 2 1.00 Directed Unipartite host has_record version users posts comments communities users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 35 KiB 470 KiB 412 KiB 309 KiB lemmy_ federation_ 2025_ 03 435 133,677 307.30 210.02 367.79 0.60 -0.18 0.93 3 0.99 Directed Unipartite host has_record version users posts comments communities users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 36 KiB 451 KiB 435 KiB 302 KiB lemmy_ federation_ 2025_ 04 418 121,472 290.60 203.29 351.00 0.68 -0.19 0.92 3 1.00 Directed Unipartite host has_record version users posts comments communities users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 33 KiB 407 KiB 366 KiB 272 KiB lemmy_ federation_ 2025_ 05 395 106,227 268.93 193.69 326.97 0.73 -0.21 0.91 3 0.99 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 32 KiB 354 KiB 313 KiB 233 KiB lemmy_ federation_ 2025_ 06 369 95,421 258.59 179.32 309.81 0.68 -0.20 0.92 3 0.99 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 28 KiB 313 KiB 282 KiB 211 KiB lemmy_ federation_ 2025_ 07 356 87,681 246.29 176.61 296.75 0.68 -0.20 0.92 3 0.99 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 27 KiB 285 KiB 289 KiB 195 KiB lemmy_ federation_ 2025_ 08 326 71,439 219.14 164.03 266.69 0.74 -0.22 0.91 2 0.99 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 24 KiB 237 KiB 212 KiB 158 KiB lemmy_ federation_ 2025_ 09 290 58,653 202.25 142.32 241.34 0.74 -0.21 0.92 2 0.99 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 20 KiB 199 KiB 176 KiB 127 KiB lemmy_ federation_ 2025_ 10 312 63,982 205.07 160.01 252.06 0.68 -0.22 0.91 3 0.99 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 22 KiB 214 KiB 189 KiB 144 KiB lemmy_ federation_ 2025_ 11 297 56,142 189.03 155.04 236.07 0.65 -0.22 0.91 3 0.98 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification error weight 20 KiB 185 KiB 187 KiB 128 KiB lemmy_ federation_ 2025_ 12 310 56,949 183.71 166.74 236.89 0.67 -0.25 0.90 3 0.98 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification error weight 22 KiB 191 KiB 170 KiB 129 KiB lemmy_ federation_ 2026_ 01 305 53,985 177.00 163.84 230.25 0.70 -0.26 0.89 4 1.00 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 21 KiB 180 KiB 160 KiB 120 KiB lemmy_ federation_ 2026_ 02 437 113,682 260.14 227.92 340.92 0.63 -0.23 0.90 4 0.99 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification error weight 37 KiB 375 KiB 379 KiB 259 KiB lemmy_ federation_ 2026_ 03 430 110,863 257.82 224.15 336.06 0.62 -0.23 0.90 3 0.99 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification error weight 36 KiB 364 KiB 362 KiB 254 KiB lemmy_ federation_ 2026_ 04 433 111,184 256.78 226.25 337.50 0.62 -0.22 0.90 3 0.99 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification error weight 37 KiB 364 KiB 369 KiB 254 KiB lemmy_ federation_ with_ blocks_ 2025_ 02 435 139,149 319.88 205.12 374.51 0.58 -0.17 0.94 2 1.00 Directed Unipartite host has_record version users posts comments communities users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 36 KiB 463 KiB 416 KiB 311 KiB lemmy_ federation_ with_ blocks_ 2025_ 03 435 134,074 308.22 210.59 367.93 0.60 -0.18 0.93 3 0.99 Directed Unipartite host has_record version users posts comments communities users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 37 KiB 455 KiB 441 KiB 303 KiB lemmy_ federation_ with_ blocks_ 2025_ 04 418 121,907 291.64 204.06 351.15 0.68 -0.19 0.92 3 1.00 Directed Unipartite host has_record version users posts comments communities users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 34 KiB 404 KiB 362 KiB 273 KiB lemmy_ federation_ with_ blocks_ 2025_ 05 397 107,510 270.81 196.05 328.49 0.73 -0.22 0.91 3 0.99 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 33 KiB 361 KiB 321 KiB 240 KiB lemmy_ federation_ with_ blocks_ 2025_ 06 368 95,508 259.53 179.72 309.11 0.68 -0.20 0.92 3 0.99 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 29 KiB 319 KiB 284 KiB 211 KiB lemmy_ federation_ with_ blocks_ 2025_ 07 349 85,548 245.12 171.58 293.02 0.68 -0.20 0.93 3 0.99 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 26 KiB 283 KiB 251 KiB 191 KiB lemmy_ federation_ with_ blocks_ 2025_ 08 325 71,869 221.14 163.26 267.23 0.74 -0.22 0.91 3 0.99 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 24 KiB 245 KiB 217 KiB 159 KiB lemmy_ federation_ with_ blocks_ 2025_ 09 291 59,325 203.87 143.32 242.42 0.74 -0.21 0.92 2 0.99 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 20 KiB 204 KiB 183 KiB 129 KiB lemmy_ federation_ with_ blocks_ 2025_ 10 312 64,273 206.00 160.64 252.21 0.68 -0.22 0.91 3 0.99 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 22 KiB 213 KiB 192 KiB 145 KiB lemmy_ federation_ with_ blocks_ 2025_ 11 297 56,440 190.03 155.75 236.22 0.65 -0.23 0.91 3 0.98 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification error weight 21 KiB 189 KiB 169 KiB 126 KiB lemmy_ federation_ with_ blocks_ 2025_ 12 308 56,696 184.08 166.02 235.98 0.67 -0.26 0.90 3 0.98 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification error weight 22 KiB 190 KiB 192 KiB 129 KiB lemmy_ federation_ with_ blocks_ 2026_ 01 306 54,200 177.12 165.51 230.26 0.70 -0.26 0.89 4 1.00 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 22 KiB 182 KiB 162 KiB 125 KiB lemmy_ federation_ with_ blocks_ 2026_ 02 437 113,767 260.34 228.63 340.48 0.63 -0.23 0.90 4 0.99 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification error weight 38 KiB 380 KiB 373 KiB 261 KiB lemmy_ federation_ with_ blocks_ 2026_ 03 432 112,025 259.32 225.69 337.69 0.63 -0.23 0.90 3 0.99 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification error weight 37 KiB 371 KiB 370 KiB 253 KiB lemmy_ federation_ with_ blocks_ 2026_ 04 434 111,967 257.99 227.40 338.27 0.62 -0.23 0.90 3 0.99 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification error weight 37 KiB 374 KiB 338 KiB 255 KiB lemmy_ intra_ instance_ 2025_ 02 434 1,097 2.53 14.35 27.91 6.16 -0.16 0.48 4 0.28 Directed Unipartite host has_record version users posts comments communities users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 12 KiB 19 KiB 18 KiB 15 KiB lemmy_ intra_ instance_ 2025_ 03 435 1,114 2.56 14.77 29.05 4.26 -0.21 0.49 4 0.29 Directed Unipartite host has_record version users posts comments communities users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 12 KiB 19 KiB 19 KiB 15 KiB lemmy_ intra_ instance_ 2025_ 04 419 1,114 2.66 14.84 28.30 4.39 -0.20 0.46 5 0.29 Directed Unipartite host has_record version users posts comments communities users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 12 KiB 19 KiB 18 KiB 15 KiB lemmy_ intra_ instance_ 2025_ 05 398 1,123 2.82 15.46 29.20 3.64 -0.18 0.51 4 0.27 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 12 KiB 19 KiB 18 KiB 14 KiB lemmy_ intra_ instance_ 2025_ 06 367 820 2.23 12.67 24.43 3.54 -0.18 0.48 4 0.27 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 11 KiB 17 KiB 16 KiB 13 KiB lemmy_ intra_ instance_ 2025_ 07 362 800 2.21 12.48 24.48 3.03 -0.20 0.48 4 0.27 Directed Unipartite host has_record version users posts comments communities description_language users_active_day users_active_week users_active_month users_active_half_year captcha_enabled require_email_verification weight 11 KiB 16 KiB 16 KiB 13 KiB mastodon_ active_ user_ 2025_ 02 7,008 547,310 78.10 423.33 538.93 4.37 -0.33 0.26 5 0.86 Directed Unipartite host has_record version users statuses languages registration_enabled weight 1.2 MiB 2.3 MiB 2.4 MiB 1.9 MiB mastodon_ active_ user_ 2025_ 03 6,837 540,265 79.02 424.47 537.68 4.39 -0.34 0.26 5 0.86 Directed Unipartite host has_record version users statuses languages registration_enabled weight 1.2 MiB 2.3 MiB 2.3 MiB 1.9 MiB mastodon_ active_ user_ 2025_ 04 6,633 528,404 79.66 420.11 534.00 4.35 -0.33 0.27 5 0.86 Directed Unipartite host has_record version users statuses languages registration_enabled weight 1.2 MiB 2.2 MiB 2.3 MiB 1.8 MiB mastodon_ active_ user_ 2025_ 05 6,506 521,569 80.17 419.47 532.12 4.39 -0.33 0.27 5 0.87 Directed Unipartite host has_record version users statuses languages registration_enabled weight 1.2 MiB 2.2 MiB 2.3 MiB 1.8 MiB mastodon_ active_ user_ 2025_ 06 6,407 518,227 80.88 419.52 531.20 4.36 -0.33 0.27 4 0.87 Directed Unipartite host has_record version users statuses languages registration_enabled weight 1.1 MiB 2.2 MiB 2.3 MiB 1.8 MiB mastodon_ active_ user_ 2025_ 07 6,368 520,055 81.67 422.17 532.34 3.75 -0.34 0.27 4 0.87 Directed Unipartite host has_record version users statuses languages registration_enabled weight 1.1 MiB 2.2 MiB 2.3 MiB 1.8 MiB mastodon_ federation_ 2025_ 02 7,195 18,573,359 2581.43 3425.23 4148.91 2.06 -0.33 0.74 4 1.00 Directed Unipartite host has_record version users statuses languages 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07 6,580 16,491,281 2506.27 3184.25 3920.12 2.06 -0.32 0.75 4 1.00 Directed Unipartite host has_record version users statuses languages registration_enabled weight 5.4 MiB 52.9 MiB 48.0 MiB 40.6 MiB misskey_ active_ user_ 2025_ 02 928 11,800 12.72 56.63 65.61 13.01 -0.19 0.24 6 0.88 Directed Unipartite host has_record users_count posts_count weight 38 KiB 65 KiB 63 KiB 54 KiB misskey_ active_ user_ 2025_ 03 911 11,617 12.75 55.66 65.22 9.47 -0.18 0.25 6 0.87 Directed Unipartite host has_record users_count posts_count weight 37 KiB 64 KiB 63 KiB 53 KiB misskey_ active_ user_ 2025_ 04 887 10,877 12.26 53.69 63.04 9.47 -0.18 0.25 6 0.87 Directed Unipartite host has_record users_count posts_count weight 36 KiB 61 KiB 58 KiB 50 KiB misskey_ active_ user_ 2025_ 05 867 11,634 13.42 57.02 67.10 9.46 -0.19 0.27 6 0.88 Directed Unipartite host has_record users_count posts_count languages description_language weight 38 KiB 64 KiB 63 KiB 54 KiB misskey_ active_ user_ 2025_ 06 851 10,521 12.36 52.93 61.64 9.46 -0.17 0.24 6 0.88 Directed Unipartite host has_record users_count posts_count languages description_language weight 35 KiB 59 KiB 58 KiB 50 KiB misskey_ active_ user_ 2025_ 07 869 12,195 14.03 58.56 68.72 9.46 -0.19 0.26 6 0.88 Directed Unipartite host has_record users_count posts_count languages description_language weight 39 KiB 67 KiB 65 KiB 55 KiB misskey_ federation_ 2025_ 02 913 191,698 209.96 312.28 436.37 0.83 -0.23 0.69 3 1.00 Directed Unipartite host has_record users_count posts_count weight 121 KiB 636 KiB 564 KiB 475 KiB misskey_ federation_ 2025_ 03 898 186,509 207.69 306.51 429.21 0.83 -0.22 0.69 4 1.00 Directed Unipartite host has_record users_count posts_count weight 118 KiB 612 KiB 548 KiB 459 KiB misskey_ federation_ 2025_ 04 876 171,222 195.46 293.53 409.17 0.83 -0.22 0.68 3 1.00 Directed Unipartite host has_record users_count posts_count weight 111 KiB 565 KiB 504 KiB 425 KiB misskey_ federation_ 2025_ 05 858 168,608 196.51 290.79 405.99 0.87 -0.22 0.68 4 1.00 Directed Unipartite host has_record users_count posts_count languages description_language weight 110 KiB 553 KiB 495 KiB 417 KiB misskey_ federation_ 2025_ 06 845 160,846 190.35 283.09 396.16 0.82 -0.21 0.68 3 1.00 Directed Unipartite host has_record users_count posts_count languages description_language weight 106 KiB 509 KiB 470 KiB 400 KiB misskey_ federation_ 2025_ 07 861 174,219 202.34 296.66 413.18 0.79 -0.22 0.69 3 0.99 Directed Unipartite host has_record users_count posts_count languages description_language weight 112 KiB 573 KiB 511 KiB 432 KiB misskey_ federation_ 2025_ 08 843 164,550 195.20 287.97 400.39 0.80 -0.22 0.68 4 0.99 Directed Unipartite host has_record users_count posts_count languages description_language weight 107 KiB 543 KiB 484 KiB 407 KiB misskey_ federation_ 2025_ 09 815 151,862 186.33 273.78 383.95 0.83 -0.21 0.68 3 0.99 Directed Unipartite host has_record users_count posts_count languages description_language weight 101 KiB 479 KiB 444 KiB 378 KiB misskey_ federation_ 2025_ 10 844 159,182 188.60 283.58 393.06 0.84 -0.22 0.68 4 0.98 Directed Unipartite host has_record users_count posts_count languages description_language weight 105 KiB 525 KiB 468 KiB 394 KiB misskey_ federation_ 2025_ 11 835 151,949 181.97 276.04 382.93 1.04 -0.21 0.67 4 0.99 Directed Unipartite host has_record users_count posts_count languages description_language error weight 103 KiB 500 KiB 449 KiB 378 KiB misskey_ federation_ 2025_ 12 860 148,665 172.87 275.15 375.81 1.28 -0.22 0.66 4 0.98 Directed Unipartite host has_record users_count posts_count languages description_language error weight 103 KiB 491 KiB 437 KiB 371 KiB misskey_ federation_ 2026_ 01 857 150,869 176.04 279.41 378.60 1.27 -0.24 0.66 4 0.98 Directed Unipartite host has_record users_count posts_count languages description_language weight 103 KiB 497 KiB 443 KiB 375 KiB misskey_ federation_ 2026_ 02 1,116 243,373 218.08 352.24 481.26 1.12 -0.23 0.65 4 0.98 Directed Unipartite host has_record users_count posts_count languages description_language error weight 161 KiB 860 KiB 802 KiB 612 KiB misskey_ federation_ 2026_ 03 1,084 237,107 218.73 346.61 475.66 1.34 -0.23 0.66 4 0.99 Directed Unipartite host has_record users_count posts_count languages description_language error weight 156 KiB 808 KiB 773 KiB 590 KiB misskey_ federation_ 2026_ 04 1,051 221,656 210.90 335.15 459.68 1.30 -0.24 0.65 4 0.99 Directed Unipartite host has_record users_count posts_count languages description_language error weight 146 KiB 749 KiB 714 KiB 556 KiB peertube_ follow_ 2025_ 02 881 15,981 18.14 88.62 114.96 6.12 -0.58 0.18 5 0.80 Directed Unipartite host has_record totalUsers totalDailyActiveUsers totalWeeklyActiveUsers totalMonthlyActiveUsers totalLocalVideos totalVideos totalLocalPlaylists totalVideoComments totalLocalVideoComments totalLocalVideoViews serverVersion weight 35 KiB 75 KiB 70 KiB 64 KiB peertube_ follow_ 2025_ 03 902 18,964 21.02 110.72 124.07 4.41 -0.62 0.13 4 0.96 Directed Unipartite host has_record totalUsers totalDailyActiveUsers totalWeeklyActiveUsers totalMonthlyActiveUsers totalLocalVideos totalVideos totalLocalPlaylists totalVideoComments totalLocalVideoComments totalLocalVideoViews serverVersion weight 36 KiB 89 KiB 83 KiB 70 KiB peertube_ follow_ 2025_ 04 895 13,993 15.63 89.06 100.91 6.05 -0.57 0.11 4 0.94 Directed Unipartite host has_record categories languages totalUsers totalDailyActiveUsers totalWeeklyActiveUsers totalMonthlyActiveUsers totalLocalVideos totalVideos totalLocalPlaylists totalVideoComments totalLocalVideoComments totalLocalVideoViews serverVersion weight 38 KiB 78 KiB 74 KiB 65 KiB peertube_ follow_ 2025_ 05 896 13,510 15.08 84.69 96.51 4.25 -0.56 0.11 4 0.93 Directed Unipartite host has_record categories languages totalUsers totalDailyActiveUsers totalWeeklyActiveUsers totalMonthlyActiveUsers totalLocalVideos totalVideos totalLocalPlaylists totalVideoComments totalLocalVideoComments totalLocalVideoViews serverVersion weight 39 KiB 77 KiB 73 KiB 64 KiB peertube_ follow_ 2025_ 06 902 13,361 14.81 81.73 95.05 5.18 -0.55 0.12 5 0.91 Directed Unipartite host has_record categories languages totalUsers totalDailyActiveUsers totalWeeklyActiveUsers totalMonthlyActiveUsers totalLocalVideos totalVideos totalLocalPlaylists totalVideoComments totalLocalVideoComments totalLocalVideoViews serverVersion weight 40 KiB 77 KiB 73 KiB 64 KiB peertube_ follow_ 2025_ 07 884 13,241 14.98 81.36 95.40 7.10 -0.56 0.13 5 0.90 Directed Unipartite host has_record categories languages totalUsers totalDailyActiveUsers totalWeeklyActiveUsers totalMonthlyActiveUsers totalLocalVideos totalVideos totalLocalPlaylists totalVideoComments totalLocalVideoComments totalLocalVideoViews serverVersion weight 38 KiB 76 KiB 72 KiB 63 KiB peertube_ follow_ 2025_ 08 881 12,405 14.08 77.46 91.28 3.36 -0.54 0.13 4 0.89 Directed Unipartite host has_record categories languages totalUsers totalDailyActiveUsers totalWeeklyActiveUsers totalMonthlyActiveUsers totalLocalVideos totalVideos totalLocalPlaylists totalVideoComments totalLocalVideoComments totalLocalVideoViews serverVersion weight 39 KiB 73 KiB 69 KiB 61 KiB peertube_ follow_ 2025_ 09 950 12,199 12.84 76.69 89.65 4.29 -0.53 0.11 4 0.89 Directed Unipartite host has_record categories languages totalUsers totalDailyActiveUsers totalWeeklyActiveUsers totalMonthlyActiveUsers totalLocalVideos totalVideos totalLocalPlaylists totalVideoComments totalLocalVideoComments totalLocalVideoViews serverVersion weight 41 KiB 75 KiB 71 KiB 63 KiB peertube_ follow_ 2025_ 10 1,048 13,218 12.61 79.11 91.79 7.06 -0.53 0.10 4 0.91 Directed Unipartite host has_record categories languages totalUsers totalDailyActiveUsers totalWeeklyActiveUsers totalMonthlyActiveUsers totalLocalVideos totalVideos totalLocalPlaylists totalVideoComments totalLocalVideoComments totalLocalVideoViews serverVersion weight 43 KiB 83 KiB 79 KiB 69 KiB peertube_ follow_ 2025_ 11 1,046 10,575 10.11 67.74 79.05 7.44 -0.48 0.09 4 0.91 Directed Unipartite host has_record categories languages totalUsers totalDailyActiveUsers totalWeeklyActiveUsers totalMonthlyActiveUsers totalLocalVideos totalVideos totalLocalPlaylists totalVideoComments totalLocalVideoComments totalLocalVideoViews serverVersion error weight 42 KiB 74 KiB 72 KiB 63 KiB peertube_ follow_ 2025_ 12 1,069 13,086 12.24 76.86 88.08 5.43 -0.53 0.09 4 0.89 Directed Unipartite host has_record categories languages totalUsers totalDailyActiveUsers totalWeeklyActiveUsers totalMonthlyActiveUsers totalLocalVideos totalVideos totalLocalPlaylists totalVideoComments totalLocalVideoComments totalLocalVideoViews serverVersion error weight 43 KiB 83 KiB 80 KiB 69 KiB peertube_ follow_ 2026_ 01 1,075 10,884 10.12 63.70 73.80 8.20 -0.50 0.09 4 0.88 Directed Unipartite host has_record categories languages totalUsers totalDailyActiveUsers totalWeeklyActiveUsers totalMonthlyActiveUsers totalLocalVideos totalVideos totalLocalPlaylists totalVideoComments totalLocalVideoComments totalLocalVideoViews serverVersion weight 42 KiB 77 KiB 74 KiB 65 KiB peertube_ follow_ 2026_ 02 1,733 41,426 23.90 139.59 163.55 5.59 -0.51 0.11 4 0.90 Directed Unipartite host has_record categories languages totalUsers totalDailyActiveUsers totalWeeklyActiveUsers totalMonthlyActiveUsers totalLocalVideos totalVideos totalLocalPlaylists totalVideoComments totalLocalVideoComments totalLocalVideoViews serverVersion error weight 87 KiB 207 KiB 197 KiB 162 KiB peertube_ follow_ 2026_ 03 1,746 49,104 28.12 162.22 191.59 4.13 -0.58 0.12 4 0.88 Directed Unipartite host has_record categories languages totalUsers totalDailyActiveUsers totalWeeklyActiveUsers totalMonthlyActiveUsers totalLocalVideos totalVideos totalLocalPlaylists totalVideoComments totalLocalVideoComments totalLocalVideoViews serverVersion error weight 94 KiB 235 KiB 223 KiB 180 KiB peertube_ follow_ 2026_ 04 1,756 43,888 24.99 149.63 175.69 4.59 -0.54 0.11 4 0.88 Directed Unipartite host has_record categories languages totalUsers totalDailyActiveUsers totalWeeklyActiveUsers totalMonthlyActiveUsers totalLocalVideos totalVideos totalLocalPlaylists totalVideoComments totalLocalVideoComments totalLocalVideoViews serverVersion error weight 90 KiB 217 KiB 206 KiB 168 KiB pleroma_ active_ user_ 2025_ 02 666 1,271 1.91 8.44 19.46 12.63 0.06 0.24 7 0.45 Directed Unipartite host has_record version users statuses languages registration_enabled weight 16 KiB 22 KiB 21 KiB 19 KiB pleroma_ active_ user_ 2025_ 03 630 1,319 2.09 8.96 20.09 10.79 0.04 0.24 7 0.46 Directed Unipartite host has_record version users statuses languages registration_enabled weight 16 KiB 21 KiB 20 KiB 19 KiB pleroma_ active_ user_ 2025_ 04 600 1,288 2.15 9.03 20.28 11.34 0.06 0.25 7 0.47 Directed Unipartite host has_record version users statuses languages registration_enabled weight 15 KiB 21 KiB 20 KiB 18 KiB pleroma_ active_ user_ 2025_ 05 561 1,190 2.12 8.74 19.35 12.90 0.06 0.25 6 0.47 Directed Unipartite host has_record version users statuses languages registration_enabled weight 14 KiB 19 KiB 18 KiB 17 KiB pleroma_ active_ user_ 2025_ 06 544 1,201 2.21 8.96 20.00 10.94 0.08 0.26 7 0.48 Directed Unipartite host has_record version users statuses languages registration_enabled weight 14 KiB 19 KiB 18 KiB 17 KiB pleroma_ active_ user_ 2025_ 07 546 1,188 2.18 8.91 20.14 12.23 0.08 0.27 7 0.47 Directed Unipartite host has_record version users statuses languages registration_enabled weight 14 KiB 19 KiB 18 KiB 17 KiB pleroma_ federation_ 2025_ 02 713 168,671 236.57 329.88 372.70 10.16 -0.25 0.73 3 1.00 Directed Unipartite host has_record version users statuses languages registration_enabled weight 78 KiB 575 KiB 501 KiB 403 KiB pleroma_ federation_ 2025_ 03 668 155,692 233.07 316.51 357.77 4.38 -0.25 0.74 3 1.00 Directed Unipartite host has_record version users statuses languages registration_enabled weight 72 KiB 529 KiB 463 KiB 373 KiB pleroma_ federation_ 2025_ 04 636 142,835 224.58 303.68 342.54 3.63 -0.26 0.74 3 1.00 Directed Unipartite host has_record version users statuses languages registration_enabled weight 66 KiB 456 KiB 428 KiB 339 KiB pleroma_ federation_ 2025_ 05 598 129,366 216.33 288.51 328.25 3.51 -0.24 0.75 3 1.00 Directed Unipartite host has_record version users statuses languages registration_enabled weight 59 KiB 440 KiB 384 KiB 306 KiB pleroma_ federation_ 2025_ 06 577 120,812 209.38 277.94 317.80 3.47 -0.24 0.75 3 1.00 Directed Unipartite host has_record version users statuses languages registration_enabled weight 56 KiB 410 KiB 359 KiB 283 KiB pleroma_ federation_ 2025_ 07 575 120,197 209.04 277.34 316.38 3.47 -0.23 0.75 3 1.00 Directed Unipartite host has_record version users statuses languages registration_enabled weight 56 KiB 408 KiB 358 KiB 285 KiB pleroma_ federation_ 2025_ 08 498 109,584 220.05 246.16 304.11 1.02 -0.26 0.76 3 1.00 Directed Unipartite host has_record version users statuses languages registration_enabled weight 50 KiB 370 KiB 325 KiB 254 KiB pleroma_ federation_ 2025_ 09 482 103,319 214.35 238.80 294.81 0.93 -0.27 0.76 3 1.00 Directed Unipartite host has_record version users statuses languages registration_enabled weight 48 KiB 348 KiB 306 KiB 239 KiB pleroma_ federation_ 2025_ 10 495 102,165 206.39 243.48 291.91 3.84 -0.28 0.74 3 1.00 Directed Unipartite host has_record version users statuses languages registration_enabled weight 49 KiB 343 KiB 301 KiB 239 KiB pleroma_ federation_ 2025_ 11 494 100,934 204.32 243.12 290.42 4.14 -0.28 0.74 3 1.00 Directed Unipartite host has_record version users statuses languages registration_enabled error weight 48 KiB 323 KiB 298 KiB 237 KiB pleroma_ federation_ 2025_ 12 494 96,041 194.41 240.82 283.20 6.90 -0.28 0.74 4 0.98 Directed Unipartite host has_record version users statuses languages registration_enabled error weight 47 KiB 318 KiB 280 KiB 227 KiB pleroma_ federation_ 2026_ 01 450 77,681 172.62 217.61 253.30 6.90 -0.29 0.73 4 0.98 Directed Unipartite host has_record version users statuses languages registration_enabled weight 40 KiB 262 KiB 231 KiB 184 KiB pleroma_ federation_ 2026_ 02 661 159,189 240.83 310.85 363.08 3.70 -0.31 0.71 3 0.99 Directed Unipartite host has_record version users statuses languages registration_enabled error weight 75 KiB 539 KiB 471 KiB 379 KiB pleroma_ federation_ 2026_ 03 655 155,481 237.38 308.07 358.13 4.85 -0.31 0.71 4 0.99 Directed Unipartite host has_record version users statuses languages registration_enabled error weight 75 KiB 530 KiB 461 KiB 370 KiB pleroma_ federation_ 2026_ 04 650 156,498 240.77 307.06 359.82 4.85 -0.32 0.71 4 0.99 Directed Unipartite host has_record version users statuses languages registration_enabled error weight 74 KiB 523 KiB 464 KiB 372 KiB