The graph represents a network of 5,209 Twitter users whose recent tweets contained "#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 16:13 UTC.
The tweets in the network were tweeted over the 4221-day, 15-hour, 10-minute period from Monday, 06 June 2011 at 22:01 UTC to Tuesday, 27 December 2022 at 13:11 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 5209
Unique Edges : 4602
Edges With Duplicates : 10881
Total Edges : 15483
Number of Edge Types : 9
Mentions : 1835
Tweet : 381
Retweet : 2730
MentionsInRetweet : 4442
Replies to : 1363
MentionsInReplyTo : 3770
Quote : 355
MentionsInQuote : 515
MentionsInQuoteReply : 92
Self-Loops : 976
Reciprocated Vertex Pair Ratio : 0.0375461372024946
Reciprocated Edge Ratio : 0.0723748773307164
Connected Components : 154
Single-Vertex Connected Components : 44
Maximum Vertices in a Connected Component : 4737
Maximum Edges in a Connected Component : 14621
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.223332
Graph Density : 0.000300496098711347
Modularity : 0.40894
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,209 Twitter users whose recent tweets contained "#pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 16:13 UTC.
The tweets in the network were tweeted over the 4221-day, 15-hour, 10-minute period from Monday, 06 June 2011 at 22:01 UTC to Tuesday, 27 December 2022 at 13:11 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #pdf20 OR #wegov OR pdmteam OR @techpresident OR "personal democracy" OR Mlsif
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:
[406] personal,democracy [388] american,democracy [385] democracy,media [383] genuinely,historic [383] threat,american [383] media,response [383] brain,dead [383] response,more [383] dead,game [383] warned,genuinely Top Word Pairs in Tweet in G1:
[126] speech,politically [126] question,whether [126] politically,savvy [126] whether,speech [125] savvy,move [124] literally,first [124] khaled,npr [124] words,asma [124] npr,team [124] move,literally Top Word Pairs in Tweet in G2:
[358] response,more [358] genuinely,historic [358] threat,american [358] warned,genuinely [358] media,response [358] biden,warned [358] brain,dead [358] democracy,media [358] historic,threat [358] american,democracy Top Word Pairs in Tweet in G3:
[82] lara_putnam,mlsif [42] mlsif,wrote [37] progressive,groups [30] mlsif,lara_putnam [29] national,progressive [29] piece,national [29] democrats,national [29] national,democrats [29] groups,chosen [29] wrote,piece Top Word Pairs in Tweet in G4:
[167] personal,democracy [161] trial,reminds [160] hope,trial [138] experience,moment [138] entire,presentation [138] moment,introducing [138] watch,entire [138] presentation,video [138] video,experience [137] davidcorndc,watch Top Word Pairs in Tweet in G5:
[29] jon_gluck,mlsif [23] woman,spoke [23] far,amazon [23] hypermodern,management [23] methods,one [23] pushed,far [23] one,older [23] amazon,hypermodern [23] older,woman [23] management,methods Top Word Pairs in Tweet in G6:
[29] tucker,carlson [28] played,tucker [27] goes,die [27] truth,goes [25] semaforben,mlsif [24] ben,smith [23] carlson,mlsif [23] die,ben [23] smith,played [22] mathewi,truth Top Word Pairs in Tweet in G7:
[14] eioconnor,nycd16indivis [12] mlsif,amy_siskind [8] nycd16indivis,lizrdeb [8] indiviswstchr,indivisnewroc [7] hiskey22,maddow [7] dr_connally,hiskey22 [7] maddow,mlsif [6] big,crowd [6] hiskey22,mlsif [6] jamaal,bowman Top Word Pairs in Tweet in G8:
[6] barsnes,legwalkerartist [6] j0xrdan,mlsif [6] nspeereth,j0xrdan [6] gordongoner,espetersen [6] crypto_reflect,barsnes [6] mvkeyyj,sjdyorke [6] legwalkerartist,gordongoner [6] mlsif,lolukn [6] sjdyorke,nfteyhustle [6] 0xmoonkid,peak_trades Top Word Pairs in Tweet in G9:
[18] see,everything [18] brain,poisoning [18] race,brain [18] everything,horse [18] media,see [18] horse,race [17] anildash,media [8] personal,democracy [7] american,democracy [5] media,response Top Word Pairs in Tweet in G10:
[100] people,tortures [100] remain,silent [100] spread,word [100] young,people [100] takes,young [100] junta,takes [100] paing,hein [100] please,help [100] word,yan [100] tortures,remain Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
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:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: