The graph represents a network of 3,671 Twitter users whose recent tweets contained "fake vaccine card", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 15,000 tweets. The network was obtained from Twitter on Wednesday, 04 August 2021 at 21:51 UTC.
The tweets in the network were tweeted over the 7-day, 22-hour, 51-minute period from Tuesday, 27 July 2021 at 22:49 UTC to Wednesday, 04 August 2021 at 21:40 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 3671
Unique Edges : 3855
Edges With Duplicates : 115
Total Edges : 3970
Self-Loops : 519
Reciprocated Vertex Pair Ratio : 0.00500736377025037
Reciprocated Edge Ratio : 0.00996483001172333
Connected Components : 762
Single-Vertex Connected Components : 346
Maximum Vertices in a Connected Component : 1036
Maximum Edges in a Connected Component : 1424
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.569034
Graph Density : 0.000253255318027667
Modularity : 0.866195
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,671 Twitter users whose recent tweets contained "fake vaccine card", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 15,000 tweets. The network was obtained from Twitter on Wednesday, 04 August 2021 at 21:51 UTC.
The tweets in the network were tweeted over the 7-day, 22-hour, 51-minute period from Tuesday, 27 July 2021 at 22:49 UTC to Wednesday, 04 August 2021 at 21:40 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : fake vaccine card
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2370] vaccine,card [2154] fake,vaccine [683] using,fake [606] card,felony [338] fake,vaccination [332] vaccination,card [252] vaccine,free [187] question,fake [187] card,answer [186] answer,same Top Word Pairs in Tweet in G1:
[568] vaccine,card [566] fake,vaccine [561] using,fake [560] card,felony [2] fake,card Top Word Pairs in Tweet in G2:
[260] vaccine,card [205] fake,vaccine [39] vaccination,card [33] fake,vaccination [25] vaccine,free [23] covid,19 [23] free,vaccine [22] fake,cards [22] fake,card [19] digital,vaccine Top Word Pairs in Tweet in G3:
[219] vaccine,card [218] fake,vaccine [182] question,fake [182] card,answer [182] answer,same [182] same,people [182] people,wore [182] wore,underwear [182] underwear,faces [182] faces,prove Top Word Pairs in Tweet in G4:
[129] fake,vaccine [129] vaccine,card [126] spending,hundreds [126] hundreds,dollars [126] dollars,fake [126] card,go [126] go,souk [126] souk,lmaooooooo [126] lmaooooooo,unwell [3] dickhead,fake Top Word Pairs in Tweet in G5:
[125] ถ,าอย [125] าอย,และได [125] และได,ฉ [125] ฉ,ดว [125] ดว,คซ [125] คซ,นท [125] นท,ต [125] ต,างประเทศจร [125] างประเทศจร,งก [125] งก,น Top Word Pairs in Tweet in G6:
[102] vaccination,free [102] free,avoid [102] avoid,covid [102] covid,pay [102] pay,50 [102] 50,bucks [102] bucks,fake [102] fake,vaccination [102] vaccination,card [102] card,covid Top Word Pairs in Tweet in G7:
[60] one,thing [60] thing,vaccine [60] vaccine,re [60] re,unsure [60] unsure,go [60] go,fake [60] fake,vaccination [60] vaccination,card [60] card,yeah [60] yeah,re Top Word Pairs in Tweet in G8:
[82] fake,vaccine [82] vaccine,card [79] paying,fake [79] card,vaccine [79] vaccine,free [79] free,increase [79] increase,chances [79] chances,survival [79] survival,lmao [10] fake,vaccination Top Word Pairs in Tweet in G9:
[69] vaccine,card [69] fake,vaccine [59] anacabrera,asharangappa_ [57] using,fake [57] card,close [56] asharangappa_,anybody [56] anybody,gets [56] gets,caught [56] caught,using [56] close,people Top Word Pairs in Tweet in G10:
[72] fake,vaccine [71] vaccine,card [52] vaccine,free [51] card,50 [49] vashon_photo,mattmurph24 [49] mattmurph24,vaccine [49] free,fake [49] 50,00 [49] 00,cheapskate [49] cheapskate,give Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G6:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: