The graph represents a network of 19,076 Twitter users whose recent tweets contained "proof of vaccination", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 13 October 2021 at 17:18 UTC.
The tweets in the network were tweeted over the 1-day, 22-hour, 34-minute period from Monday, 11 October 2021 at 17:58 UTC to Wednesday, 13 October 2021 at 16:33 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 : 19076
Unique Edges : 20032
Edges With Duplicates : 958
Total Edges : 20990
Number of Edge Types : 5
Tweet : 1684
Retweet : 15080
Mentions : 1627
Replies to : 1464
MentionsInRetweet : 1135
Self-Loops : 1721
Reciprocated Vertex Pair Ratio : 0.00473580588517001
Reciprocated Edge Ratio : 0.00942696748225823
Connected Components : 2075
Single-Vertex Connected Components : 948
Maximum Vertices in a Connected Component : 12057
Maximum Edges in a Connected Component : 13645
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 4.718335
Graph Density : 5.18914890208085E-05
Modularity : 0.808909
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 19,076 Twitter users whose recent tweets contained "proof of vaccination", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 13 October 2021 at 17:18 UTC.
The tweets in the network were tweeted over the 1-day, 22-hour, 34-minute period from Monday, 11 October 2021 at 17:58 UTC to Wednesday, 13 October 2021 at 16:33 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 : proof of vaccination
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:
[20124] re,free [13900] proof,vaccination [13427] free,require [7152] require,proof [6713] require,vaccinated [6712] vaccination,re [6711] vaccinated,restaurant [6710] restaurant,eat [6710] eat,free [6709] free,vaccinated Top Word Pairs in Tweet in G1:
[19599] re,free [13066] free,require [6537] proof,vaccination [6535] require,proof [6533] free,vaccinated [6533] vaccinated,private [6533] private,company [6533] company,employs [6533] employs,free [6533] require,vaccinated Top Word Pairs in Tweet in G2:
[1763] vaccination,proof [1714] masks,required [1714] proof,full [1711] negative,test [1709] love,tour [1709] tour,shop [1709] shop,merch [1709] merch,early [1709] required,shopping [1709] provide,proof Top Word Pairs in Tweet in G3:
[717] proof,vaccination [191] show,proof [152] covid,19 [113] proof,covid [95] requiring,proof [78] require,proof [67] covid,vaccination [65] 19,vaccination [59] provide,proof [57] negative,covid Top Word Pairs in Tweet in G4:
[558] proof,vaccination [441] nbc,news [441] news,florida [441] florida,fines [441] fines,leon [441] leon,county [441] county,million [441] million,requiring [441] requiring,proof [106] show,proof Top Word Pairs in Tweet in G5:
[462] proof,vaccination [449] australia,government [449] government,informed [449] informed,private [449] private,businesses [449] businesses,train [449] train,staff [449] staff,report [449] report,people [449] people,police Top Word Pairs in Tweet in G6:
[386] jab,marriage [386] marriage,license [386] license,welcome [386] welcome,canada [386] canada,london [386] london,oct [386] oct,16 [386] 16,12pm [386] 12pm,victoria [386] victoria,park Top Word Pairs in Tweet in G7:
[271] vaccine,passports [250] department,health [240] florida,department [240] health,issues [240] issues,fine [240] fine,over [240] over,5m [240] 5m,county [240] county,government [240] government,violating Top Word Pairs in Tweet in G8:
[317] proof,vaccination [147] having,seen [147] seen,well [147] well,proof [147] vaccination,being [147] being,checked [147] checked,#freedomday [147] #freedomday,four [147] four,words [147] words,advice Top Word Pairs in Tweet in G9:
[229] proof,vaccination [127] show,proof [102] covid,19 [84] public,health [84] health,experts [77] more,stringent [63] vaccination,wear [63] wear,mask [63] fitness,facility [58] ferries,provide Top Word Pairs in Tweet in G10:
[314] proof,vaccination [312] foreigners,legally [312] legally,traveling [312] traveling,need [312] need,proof [312] vaccination,negative [312] negative,covid [312] covid,19 [312] 19,test [312] test,enter Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: