The graph represents a network of 16,341 Twitter users whose recent tweets contained "vaccine mandate", 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 Monday, 13 September 2021 at 17:23 UTC.
The tweets in the network were tweeted over the 3-hour, 9-minute period from Monday, 13 September 2021 at 12:44 UTC to Monday, 13 September 2021 at 15:54 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 : 16341
Unique Edges : 20702
Edges With Duplicates : 1446
Total Edges : 22148
Number of Edge Types : 5
Retweet : 15395
MentionsInRetweet : 2263
Tweet : 2133
Replies to : 904
Mentions : 1453
Self-Loops : 2183
Reciprocated Vertex Pair Ratio : 0.0025281188731813
Reciprocated Edge Ratio : 0.00504348721115743
Connected Components : 1781
Single-Vertex Connected Components : 1050
Maximum Vertices in a Connected Component : 12918
Maximum Edges in a Connected Component : 18578
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.134419
Graph Density : 7.27720265992599E-05
Modularity : 0.771771
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 16,341 Twitter users whose recent tweets contained "vaccine mandate", 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 Monday, 13 September 2021 at 17:23 UTC.
The tweets in the network were tweeted over the 3-hour, 9-minute period from Monday, 13 September 2021 at 12:44 UTC to Monday, 13 September 2021 at 15:54 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 : vaccine mandate
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:
[15455] vaccine,mandate [5630] biden,vaccine [3926] mandate,proposal [3923] proposal,unconstitutional [3922] unconstitutional,period [1516] biden's,vaccine [1364] over,vaccine [1335] covid,19 [1136] 19,vaccine [1045] vaccine,mandates Top Word Pairs in Tweet in G1:
[3160] vaccine,mandate [3137] biden,vaccine [3137] mandate,proposal [3135] proposal,unconstitutional [3135] unconstitutional,period [6] federal,employees [5] covid,19 [5] 19,vaccine [5] usps,pass [5] pass,vaccine Top Word Pairs in Tweet in G2:
[1483] vaccine,mandate [654] biden's,vaccine [653] surgeon,general [652] president,biden's [652] make,sure [651] general,dr [651] dr,vivek [651] vivek,murthy [651] murthy,tells [651] tells,abc Top Word Pairs in Tweet in G3:
[1506] vaccine,mandate [889] biden,illegal [889] illegal,vaccine [889] judiciary,committee [889] budget,reconciliation [752] against,biden [747] believe,vote [747] vote,against [747] mandate,judiciary [747] committee,course Top Word Pairs in Tweet in G4:
[1562] vaccine,mandate [623] covid,19 [622] 19,vaccine [459] mandate,employees [455] breaking,two [455] two,sheriffs [455] sheriffs,arkansas [455] arkansas,won [455] won,enforce [455] enforce,covid Top Word Pairs in Tweet in G5:
[724] vaccine,mandate [145] covid,19 [120] over,vaccine [118] biden,vaccine [106] 19,vaccine [73] biden's,vaccine [66] delivering,babies [66] quit,over [62] stop,delivering [61] hospital,stop Top Word Pairs in Tweet in G6:
[858] vaccine,mandate [616] air,travel [615] fauci,demands [615] demands,vaccine [615] mandate,air [615] travel,public [615] public,schools [607] breaking,fauci [155] biden,vaccine [110] mandate,proposal Top Word Pairs in Tweet in G7:
[730] 30,employees [587] vaccine,mandate [367] employees,refuse [366] over,vaccine [365] breaking,lewis [365] lewis,county [365] county,general [365] general,hospital [365] hospital,ny [365] ny,announced Top Word Pairs in Tweet in G8:
[500] vaccine,mandate [447] biden,vaccine [374] postal,service [373] southern,border [372] thousands,coming [372] required,vaccinated [372] vaccinated,tested [371] quick,easy [371] easy,tell [371] tell,expose Top Word Pairs in Tweet in G9:
[200] vaccine,mandate [64] qualify,job [57] don,don [56] talk,vaccine [56] mandate,simply [56] simply,put [56] put,federal [56] federal,job [56] job,privilege [56] privilege,required Top Word Pairs in Tweet in G10:
[380] vaccine,mandate [107] lapd,officers [88] six,angeles [88] angeles,police [88] police,department [88] department,lapd [88] officers,filed [88] filed,federal [88] federal,lawsuit [88] lawsuit,saturday Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: