The graph represents a network of 11,954 Twitter users whose recent tweets contained "#NoMasksInClass", 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, 03 January 2022 at 15:48 UTC.
The tweets in the network were tweeted over the 1-day, 5-hour, 12-minute period from Sunday, 02 January 2022 at 10:06 UTC to Monday, 03 January 2022 at 15:18 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 : 11954
Unique Edges : 20406
Edges With Duplicates : 3566
Total Edges : 23972
Number of Edge Types : 5
Retweet : 15932
MentionsInRetweet : 4925
Tweet : 1639
Replies to : 591
Mentions : 885
Self-Loops : 1678
Reciprocated Vertex Pair Ratio : 0.00131048876377227
Reciprocated Edge Ratio : 0.00261754726127
Connected Components : 611
Single-Vertex Connected Components : 489
Maximum Vertices in a Connected Component : 11106
Maximum Edges in a Connected Component : 22942
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.604637
Graph Density : 0.000144380671376701
Modularity : 0.572845
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,954 Twitter users whose recent tweets contained "#NoMasksInClass", 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, 03 January 2022 at 15:48 UTC.
The tweets in the network were tweeted over the 1-day, 5-hour, 12-minute period from Sunday, 02 January 2022 at 10:06 UTC to Monday, 03 January 2022 at 15:18 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 : #NoMasksInClass
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:
[2848] punishing,kids [2677] stop,punishing [2676] morally,wrong [2676] think,borisjohnson [2676] madness,#nomasksinclass [2674] kids,unscientific [2674] unscientific,morally [2674] wrong,think [2674] borisjohnson,end [2674] end,madness Top Word Pairs in Tweet in G1:
[2520] punishing,kids [2420] stop,punishing [2420] kids,unscientific [2420] unscientific,morally [2420] morally,wrong [2420] wrong,think [2420] think,borisjohnson [2420] borisjohnson,end [2420] end,madness [2420] madness,#nomasksinclass Top Word Pairs in Tweet in G2:
[1031] wear,mask [1008] wearing,masks [829] masks,class [729] mask,simple [711] adults,#nomasksinclass [643] #nomasksinclass,tweets [637] majority,students [637] mask,mandates [636] behalf,majority [636] students,#nomasksinclass Top Word Pairs in Tweet in G3:
[555] #nomasksinclass,#masklikeakid [403] mask,wearing [400] wearing,theatre [400] theatre,agree [400] agree,#nomasksinclass [349] wearing,mask [292] exempt,child [279] child,wearing [278] ability,learn [277] exempt,#nomasksinclass Top Word Pairs in Tweet in G4:
[1135] wearing,masks [1074] tweeting,#nomasksinclass [1074] #nomasksinclass,kids [1072] people,tweeting [1072] kids,kid [1072] kid,kids [1072] kids,problems [1072] problems,wearing [1072] masks,understand [1072] understand,protect Top Word Pairs in Tweet in G5:
[1040] #nomasksinclass,utter [1040] utter,nonsense [1040] nonsense,scottish [1040] scottish,student [1040] masks,work [1038] student,worn [1038] worn,mask [1038] mask,problem [1038] problem,people [1038] people,deciding Top Word Pairs in Tweet in G6:
[27] wear,mask [26] wearing,masks [24] wear,masks [18] tweeting,#nomasksinclass [16] masks,class [15] wearing,mask [12] #nomasksinclass,#leaveourkidsalone [11] young,people [10] mask,school [10] mask,wearing Top Word Pairs in Tweet in G7:
[344] lining,generation [344] generation,compliant [344] compliant,comrades [344] comrades,happy [344] happy,11 [344] 11,child [344] child,pointless [344] pointless,muzzle [344] muzzle,child [344] child,care Top Word Pairs in Tweet in G8:
[47] masses,awakening [47] awakening,children [47] children,#nomasksinclass [47] #nomasksinclass,#masspsychosis [16] #nomasksinclass,#nomasksinclass [14] wear,masks [13] rarely,ask [13] ask,rts [13] rts,deserves [13] deserves,watched Top Word Pairs in Tweet in G9:
[58] #nomasksinclass,#leaveourkidsalone [54] children,political [54] political,pawns [51] nadhimzahawi,maryboustedneu [51] maryboustedneu,independentsage [51] weak,adults [50] independentsage,children [50] pawns,dogs [50] dogs,muzzled [50] muzzled,weak Top Word Pairs in Tweet in G10:
[3] pat10th,gingerchin5 [3] gingerchin5,imap91 [3] imap91,twinsbus [3] twinsbus,katstillhere [3] katstillhere,side_gal [3] side_gal,townangele [3] townangele,strawberygirli [3] strawberygirli,magicalfxz [3] magicalfxz,jalmz5 [3] jalmz5,westand4theflag Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: