The graph represents a network of 17,357 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 Wednesday, 15 September 2021 at 19:14 UTC.
The tweets in the network were tweeted over the 8-hour, 3-minute period from Wednesday, 15 September 2021 at 09:54 UTC to Wednesday, 15 September 2021 at 17:58 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 : 17357
Unique Edges : 20191
Edges With Duplicates : 1930
Total Edges : 22121
Number of Edge Types : 5
Retweet : 14039
Mentions : 1976
Tweet : 3204
MentionsInRetweet : 1789
Replies to : 1113
Self-Loops : 3272
Reciprocated Vertex Pair Ratio : 0.00434137495191515
Reciprocated Edge Ratio : 0.00864521777194134
Connected Components : 2625
Single-Vertex Connected Components : 1551
Maximum Vertices in a Connected Component : 12183
Maximum Edges in a Connected Component : 16670
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.35972
Graph Density : 6.06676041619543E-05
Modularity : 0.80665
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 17,357 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 Wednesday, 15 September 2021 at 19:14 UTC.
The tweets in the network were tweeted over the 8-hour, 3-minute period from Wednesday, 15 September 2021 at 09:54 UTC to Wednesday, 15 September 2021 at 17:58 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:
[12961] vaccine,mandate [2224] covid,19 [1630] 19,vaccine [1515] biden's,vaccine [1141] healthcare,workers [1135] judge,blocks [1069] resigns,over [1066] biden,administration [1050] over,biden's [960] lieutenant,colonel Top Word Pairs in Tweet in G1:
[1031] vaccine,mandate [217] covid,19 [156] 19,vaccine [85] biden,vaccine [74] vaccine,mandates [70] biden's,vaccine [69] judge,blocks [67] covid,vaccine [65] health,care [61] enforce,vaccine Top Word Pairs in Tweet in G2:
[605] vaccine,mandate [179] judge,blocks [156] resigns,over [152] over,biden's [151] lieutenant,colonel [151] colonel,resigns [131] biden's,'tyrannical' [104] 'tyrannical',vaccine [102] federal,judge [99] mandate,ny Top Word Pairs in Tweet in G3:
[736] vaccine,mandate [574] covid,19 [574] 19,vaccine [557] biden,administration [554] mark,brnovich [553] first,lawsuit [552] breaking,ag [552] ag,mark [552] brnovich,files [552] files,first Top Word Pairs in Tweet in G4:
[631] vaccine,mandate [461] received,vaccine [461] mandate,work [461] work,first [461] first,dose [461] dose,october [461] october,25th [461] 25th,crushed [43] protest,against [43] against,vaccine Top Word Pairs in Tweet in G5:
[675] vaccine,mandate [482] biden's,vaccine [470] over,biden's [469] lieutenant,colonel [469] resigns,over [468] colonel,resigns [468] forfeits,pension [468] 19,years [467] mandate,forfeits [467] pension,serving Top Word Pairs in Tweet in G6:
[506] vaccine,mandate [324] joe,biden's [316] biden's,vaccine [215] resigned,over [213] army,lt [213] lt,col [213] col,paul [213] paul,douglas [213] douglas,hague [213] hague,resigned Top Word Pairs in Tweet in G7:
[712] marco,furious [383] vaccine,mandate [356] marco,rubio [356] rubio,yelled [356] yelled,blinken [356] blinken,min [356] min,withdrawal [356] withdrawal,marco [356] furious,afghanistan [356] afghanistan,remained Top Word Pairs in Tweet in G8:
[369] vaccine,mandate [68] vaccine,mandates [60] covid,19 [56] 19,vaccine [55] president,biden [51] tyrannical,vaccine [48] fight,back [47] lt,col [44] resignation,letter [43] unethical,immoral Top Word Pairs in Tweet in G9:
[367] vaccine,mandate [127] illegal,immigrants [99] biden,vaccine [97] covid,19 [97] vaccine,mandates [96] 19,vaccine [95] arizona,lawsuit [95] lawsuit,biden [95] mandates,favor [95] favor,illegal Top Word Pairs in Tweet in G10:
[340] vaccine,mandate [320] judge,blocks [313] ny州判事,ワクチン強制は憲法違反の可能性があるとし [313] ワクチン強制は憲法違反の可能性があるとし,ny州知事からの医療従事者へのワクチン強制命令を一時的に差し止め [313] ny州知事からの医療従事者へのワクチン強制命令を一時的に差し止め,judge [313] blocks,vaccine [313] mandate,healthcare [313] healthcare,workers [29] トランプ氏はバイデン氏のワクチン義務化推進をどのようにして先手を打ったか,執行機関を無力化させていた [29] 執行機関を無力化させていた,機械翻訳 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: