The graph represents a network of 11 512 Twitter users whose recent tweets contained "#summitfordemocracy", 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 Saturday, 11 December 2021 at 15:52 UTC.
The tweets in the network were tweeted over the 1-day, 4-hour, 44-minute period from Friday, 10 December 2021 at 09:55 UTC to Saturday, 11 December 2021 at 14:40 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 : 11512
Unique Edges : 24462
Edges With Duplicates : 40855
Total Edges : 65317
Number of Edge Types : 5
Retweet : 14527
MentionsInRetweet : 29008
Replies to : 3696
Mentions : 17213
Tweet : 873
Self-Loops : 1191
Reciprocated Vertex Pair Ratio : 0,00813008130081301
Reciprocated Edge Ratio : 0,0161290322580645
Connected Components : 420
Single-Vertex Connected Components : 216
Maximum Vertices in a Connected Component : 10385
Maximum Edges in a Connected Component : 63850
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3,991397
Graph Density : 0,000222707481842458
Modularity : 0,368321
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 11 512 Twitter users whose recent tweets contained "#summitfordemocracy", 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 Saturday, 11 December 2021 at 15:52 UTC.
The tweets in the network were tweeted over the 1-day, 4-hour, 44-minute period from Friday, 10 December 2021 at 09:55 UTC to Saturday, 11 December 2021 at 14:40 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 : #summitfordemocracy
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2861] #dna,#nomore [2792] #summitfordemocracy,#ugandaisbleeding [2606] #nomore,#summitfordemocracy [1528] statedept,secblinken [1392] human,rights [1346] senatormenendez,usambuganda [1326] usambuganda,asstsecstateaf [1254] strengthen,democracy [1211] top,priority [1209] hong,kong Top Word Pairs in Tweet in G1:
[1191] strengthen,democracy [1185] #summitfordemocracy,intersession [1185] hong,kong [1184] intersession,remark [1184] remark,leverage [1184] leverage,ensure [1184] ensure,democracy [1184] democracy,revival [1184] revival,top [1184] top,priority Top Word Pairs in Tweet in G2:
[421] jguaido,#summitfordemocracy [324] lucha,democracia [314] tomar,acción [304] crímenes,lesa [304] lesa,humanidad [299] delsasolorzano,representó [299] representó,#summitfordemocracy [299] #summitfordemocracy,víctimas [299] víctimas,violaciones [299] violaciones,#ddhh Top Word Pairs in Tweet in G3:
[2861] #dna,#nomore [2792] #summitfordemocracy,#ugandaisbleeding [2606] #nomore,#summitfordemocracy [1526] statedept,secblinken [1346] senatormenendez,usambuganda [1326] usambuganda,asstsecstateaf [1059] #summitfordemocracy,#humanrightsdayug21 [1026] democracynoarms,hebobiwine [989] #sanctionm7,#summitfordemocracy [976] #dna,#sanctionm7 Top Word Pairs in Tweet in G4:
[414] true,information [414] war,crimes [412] information,war [387] published,true [385] final,day [385] day,#summitfordemocracy [385] #summitfordemocracy,joebiden [385] joebiden,government [385] government,provides [385] provides,gruesome Top Word Pairs in Tweet in G5:
[108] today,#summitfordemocracy [91] anti,corruption [77] #summitfordemocracy,emphasized [77] emphasized,need [77] need,moment [77] moment,protect [77] protect,strengthen [77] strengthen,america [77] america,fragile [77] fragile,democracy Top Word Pairs in Tweet in G6:
[152] called,#summitfordemocracy [83] #summitfordemocracy,going [83] going,people [83] people,mourning [83] mourning,death [83] death,democracy [83] democracy,perhaps [83] perhaps,#us [83] #us,save [83] save,system Top Word Pairs in Tweet in G7:
[52] human,rights [35] mette,frederiksen [30] activist,international [30] international,woman [30] woman,courage [30] courage,sabe [30] sabe,phyu [30] phyu,joined [30] joined,discussion [30] discussion,advancing Top Word Pairs in Tweet in G8:
[16] summit,democracy [14] human,rights [9] #usa,#summitfordemocracy [8] pm,modi [8] democracy,summit [8] #asia,#asean [7] #summitfordemocracy,#democracysummit [7] #uk,#canada [7] #canada,#australia [6] #democracysummit,#summitfordemocracy Top Word Pairs in Tweet in G9:
[118] periodista,#julianassange [116] #summitfordemocracy,#eeuu [116] #eeuu,extradite [116] extradite,periodista [116] #julianassange,condenarlo [116] condenarlo,muerte [116] muerte,white [116] white,house [116] house,llamar [116] llamar,cumbre Top Word Pairs in Tweet in G10:
[83] social,media [69] pm,narendramodi [41] pm,modi [35] #gravitas,#summitfordemocracy [35] #summitfordemocracy,today [35] today,pm [35] narendramodi,social [35] media,empower [35] empower,democracies [35] democracies,undermine Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G10: