The graph represents a network of 20,527 Twitter users whose recent tweets contained "Democracy", 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, 23 September 2020 at 19:42 UTC.
The tweets in the network were tweeted over the 1-hour, 35-minute period from Wednesday, 23 September 2020 at 17:19 UTC to Wednesday, 23 September 2020 at 18:54 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 : 20527
Unique Edges : 26715
Edges With Duplicates : 2929
Total Edges : 29644
Number of Edge Types : 5
Replies to : 3901
Mentions : 4653
Retweet : 13847
MentionsInRetweet : 4713
Tweet : 2530
Self-Loops : 2610
Reciprocated Vertex Pair Ratio : 0.00687676831185162
Reciprocated Edge Ratio : 0.0136596027006986
Connected Components : 2585
Single-Vertex Connected Components : 946
Maximum Vertices in a Connected Component : 13304
Maximum Edges in a Connected Component : 21392
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.778903
Graph Density : 6.0813523891014E-05
Modularity : 0.82873
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 20,527 Twitter users whose recent tweets contained "Democracy", 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, 23 September 2020 at 19:42 UTC.
The tweets in the network were tweeted over the 1-hour, 35-minute period from Wednesday, 23 September 2020 at 17:19 UTC to Wednesday, 23 September 2020 at 18:54 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 : Democracy
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:
[1430] american,democracy [1156] trump,campaign [941] story,everywhere [907] facism,democracy [906] democracy,leading [906] leading,story [906] everywhere,republican [906] republican,answer [906] answer,needs [906] needs,asked Top Word Pairs in Tweet in G1:
[594] existential,threat [592] kind,existential [592] founders,feared [589] poses,kind [589] threat,founders [589] feared,take [589] take,steps [589] steps,ensure [589] ensure,health [589] health,well Top Word Pairs in Tweet in G2:
[733] facism,democracy [733] democracy,leading [733] leading,story [733] story,everywhere [733] everywhere,republican [733] republican,answer [733] answer,needs [733] needs,asked [733] asked,shine [733] shine,light Top Word Pairs in Tweet in G3:
[38] american,democracy [34] media,pit [28] protect,democracy [24] lawless,president [21] illusion,democracy [20] democratic,house [20] house,chairs [20] chairs,protect [20] democracy,lawless [19] obey,accept Top Word Pairs in Tweet in G4:
[159] bilkis,gave [159] gave,hope [159] hope,strength [159] strength,activists [159] activists,student [159] student,leaders [159] leaders,being [159] being,thrown [159] thrown,behind [159] behind,bars Top Word Pairs in Tweet in G5:
[690] american,democracy [684] trump,campaign [684] campaign,discussing [684] discussing,plans [684] plans,ask [684] ask,state [684] state,representatives [684] representatives,set [684] set,aside [684] aside,election Top Word Pairs in Tweet in G6:
[210] destruction,democracy [205] trump,republicans [203] watching,trump [203] republicans,destruction [202] struggling,very [202] very,badly [202] badly,today [202] today,watching [109] extinguish,democracy [109] democracy,thanks Top Word Pairs in Tweet in G7:
[116] attacking,america's [80] constitutional,republic [60] politibunny,petebuttigieg [58] accusing,countries [58] countries,attacking [58] america's,democracy [58] democracy,accusing [58] accusing,attacking [58] america's,leprechauns [55] rterriers2,politibunny Top Word Pairs in Tweet in G8:
[350] major,parties [277] two,major [277] preserve,democracy [276] country,remain [276] remain,democracy [276] democracy,very [276] very,long [276] long,two [276] parties,one [276] one,more Top Word Pairs in Tweet in G9:
[299] democracy,depends [298] imagine,moral [298] moral,moment [298] moment,ruth [298] ruth,bader [298] bader,ginsburg [298] ginsburg,stand [298] stand,fight [298] fight,ideals [298] ideals,equality Top Word Pairs in Tweet in G10:
[280] obama,made [280] made,video [280] video,talking [280] talking,safeguarding [280] safeguarding,democracy [280] democracy,meanwhile [280] meanwhile,administration [280] administration,illegally [280] illegally,spied [280] spied,trump Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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 G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: