The graph represents a network of 4,195 Twitter users whose recent tweets contained "aspenideas", 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 17:34 UTC.
The tweets in the network were tweeted over the 2756-day, 6-hour, 56-minute period from Friday, 26 June 2015 at 14:16 UTC to Wednesday, 11 January 2023 at 21:13 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 : 4195
Unique Edges : 5382
Edges With Duplicates : 11746
Total Edges : 17128
Number of Edge Types : 9
Mentions : 2067
Replies to : 1029
MentionsInReplyTo : 3772
Retweet : 3006
MentionsInRetweet : 6286
MentionsInQuote : 326
Quote : 260
Tweet : 240
MentionsInQuoteReply : 142
Self-Loops : 623
Reciprocated Vertex Pair Ratio : 0.0467145223633352
Reciprocated Edge Ratio : 0.0892593374129563
Connected Components : 72
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 4078
Maximum Edges in a Connected Component : 16956
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.850594
Graph Density : 0.000538711582412698
Modularity : 0.388538
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,195 Twitter users whose recent tweets contained "aspenideas", 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 17:34 UTC.
The tweets in the network were tweeted over the 2756-day, 6-hour, 56-minute period from Friday, 26 June 2015 at 14:16 UTC to Wednesday, 11 January 2023 at 21:13 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 : aspenideas
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:
[300] personally,believe [298] great,big [297] lifting,filibuster [297] take,great [297] breath,risk [297] filibuster,constitutional [297] big,breath [297] risk,lifting [297] constitutional,issues [296] aspenideas,personally Top Word Pairs in Tweet in G1:
[192] personally,believe [190] filibuster,constitutional [190] big,breath [190] democrats,take [190] believe,democrats [190] take,great [190] constitutional,issues [190] aspenideas,personally [190] risk,lifting [190] great,big Top Word Pairs in Tweet in G2:
[226] aspenideas,hillaryclinton [145] nbcnews,aspenideas [143] aspenideas,madeleine [134] reflects,life [134] exceptional,indispensable [134] madeleine,believed [134] indispensable,country [134] country,hillaryclinton [134] believed,america [134] hillaryclinton,reflects Top Word Pairs in Tweet in G3:
[198] david,putrino [195] #longcovid,#aspenideashealth [195] #aspenideashealth,single [195] putrino,phd [195] know,#longcovid [195] important,things [195] things,know [195] three,important [195] discusses,three [195] phd,discusses Top Word Pairs in Tweet in G4:
[28] social,media [26] jonhaidt,shares [22] jeffreygoldberg,aspenideas [20] media,jonhaidt [20] harden,democratic [20] democratic,institutions [20] pressures,social [20] institutions,less [20] responsive,pressures [20] shares,hi Top Word Pairs in Tweet in G5:
[16] aspenideas,discuss [15] improved,#publichealth [15] aspenideas,improved [15] starts,small [15] big,change [15] change,starts [15] small,honored [15] america,big [15] honored,share [15] share,aspenideas Top Word Pairs in Tweet in G6:
[34] c_c_krebs,stephen_richer [34] aspenideas,c_c_krebs [21] navalny,christogrozev [20] stephen_richer,rickhasen [19] dasha_navalnaya,daughter [19] _atheist_angel_,dasha_navalnaya [19] jailed,opposition [19] #russia's,jailed [19] opposition,leader [19] daughter,#russia's Top Word Pairs in Tweet in G7:
[62] re,lucky [52] privilege,paulinaporizkov [31] lucky,age [31] paulinaporizkov,watch [31] age,re [31] lucky,re [31] aspenideas,aging [31] age,privilege [31] aging,choice [31] choice,age Top Word Pairs in Tweet in G8:
[92] false,narratives [91] medusa,lies [90] generated,19 [90] narratives,mh17 [90] 19,different [90] different,false [90] ru's,medusa [90] lies,generated [89] remember,mh17 [89] mh17,ru's Top Word Pairs in Tweet in G9:
[72] drleanawen,aspenideas [65] aspenideas,postopinions [56] ericmwachter,aspenideas [56] drleanawen,ericmwachter [19] long,covid [14] collettecowan,drleanawen [9] extensively,dangers [9] ve,written [9] dangers,coronavirus [9] spoken,extensively Top Word Pairs in Tweet in G10:
[7] aspenideas,aspensnowmass [7] visitgj,visitdurango [7] dailysentinelgj,timescall [7] chieftainnews,greeleytribune [7] greeleytribune,dailycamera [7] reporterherald,visitgj [7] timescall,reporterherald [7] cityofgws,cityofpueblo [7] rollingstone,korygrow [7] aspenideas,cityofgws 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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: