The graph represents a network of 19,863 Twitter users whose recent tweets contained "Fascism", 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, 18 January 2021 at 01:49 UTC.
The tweets in the network were tweeted over the 7-hour, 51-minute period from Sunday, 17 January 2021 at 17:23 UTC to Monday, 18 January 2021 at 01:15 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 : 19863
Unique Edges : 21965
Edges With Duplicates : 2554
Total Edges : 24519
Number of Edge Types : 5
Retweet : 14089
Tweet : 1512
MentionsInRetweet : 1621
Replies to : 3422
Mentions : 3875
Self-Loops : 1576
Reciprocated Vertex Pair Ratio : 0.00891606759406218
Reciprocated Edge Ratio : 0.0176745477259057
Connected Components : 1894
Single-Vertex Connected Components : 657
Maximum Vertices in a Connected Component : 14666
Maximum Edges in a Connected Component : 18879
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 5.591538
Graph Density : 5.47831793896336E-05
Modularity : 0.827951
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 19,863 Twitter users whose recent tweets contained "Fascism", 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, 18 January 2021 at 01:49 UTC.
The tweets in the network were tweeted over the 7-hour, 51-minute period from Sunday, 17 January 2021 at 17:23 UTC to Monday, 18 January 2021 at 01:15 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 : Fascism
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:
[3841] big,tech [3818] trump,voters [3817] tech,fascism [3814] fascism,fail [3812] election,integrity [3811] 74,million [3811] see,things [3811] stopping,big [3810] meeting,senior [3810] senior,gop Top Word Pairs in Tweet in G1:
[3787] big,tech [3783] tech,fascism [3781] stopping,big [3780] meeting,senior [3780] senior,gop [3780] gop,advice [3780] advice,74 [3780] 74,million [3780] million,trump [3780] trump,voters Top Word Pairs in Tweet in G2:
[3131] democracy,fascism [3130] between,democracy [2727] midrange,between [2726] middle,ground [2726] ground,between [2726] between,lies [2726] lies,facts [2726] facts,halfway [2726] halfway,point [2726] point,between Top Word Pairs in Tweet in G3:
[755] republican,party [741] democratic,party [741] party,currently [741] currently,major [741] major,pro [741] pro,democracy [741] democracy,party [741] party,america [741] america,republican [741] party,party Top Word Pairs in Tweet in G4:
[316] brush,fascism [308] america's,brush [305] fascism,stop [305] stop,country [305] country,sliding [305] sliding,conversation [305] conversation,timothydsnyder [305] timothydsnyder,today's [305] today's,show [57] guys,fascism Top Word Pairs in Tweet in G5:
[24] screech,screech [15] democracy,fascism [15] against,fascism [14] right,wing [12] rise,fascism [11] middle,ground [11] american,fascism [10] lies,facts [10] facts,halfway [10] halfway,point Top Word Pairs in Tweet in G6:
[145] democratic,party [144] sorry,don [144] don,understand [144] understand,leftist [144] leftist,ve [144] ve,seen [144] seen,democratic [144] party,leadership [144] leadership,squash [144] squash,left Top Word Pairs in Tweet in G7:
[235] threat,fascism [234] again,many [234] many,warning [234] warning,moment [234] moment,beginning [234] beginning,much [234] much,larger [234] larger,threat [234] fascism,unless [234] unless,address Top Word Pairs in Tweet in G8:
[42] fascist,movement [36] nation,respect [36] respect,malignant [36] malignant,potential [36] potential,fascist [36] movement,crush [36] crush,infancy [36] infancy,hard [36] hard,prison [36] prison,time Top Word Pairs in Tweet in G9:
[53] verizon,att [53] att,comcast [53] alexstamos,brianstelter [49] oliverdarcy,verizon [43] oliverdarcy,alexstamos [25] pure,fascism [24] disclosetv,pure [24] fascism,clueless [24] clueless,people [24] people,think Top Word Pairs in Tweet in G10:
[279] communism,fascism [276] equate,communism [276] fascism,fascism [276] fascism,anarchism [276] anarchism,really [276] really,understand [276] understand,political [276] political,spectrum [276] spectrum,shows [15] between,democracy 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:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: