The graph represents a network of 4,349 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 17:32 UTC.
The tweets in the network were tweeted over the 2812-day, 10-hour, 43-minute period from Friday, 26 June 2015 at 14:16 UTC to Thursday, 09 March 2023 at 01:00 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 : 4349
Unique Edges : 6115
Edges With Duplicates : 11288
Total Edges : 17403
Number of Edge Types : 9
MentionsInReplyTo : 4018
Retweet : 2774
MentionsInRetweet : 6091
Replies to : 1160
Mentions : 2210
Quote : 263
MentionsInQuote : 422
Tweet : 293
MentionsInQuoteReply : 172
Self-Loops : 700
Reciprocated Vertex Pair Ratio : 0.0425729306257087
Reciprocated Edge Ratio : 0.081668973699822
Connected Components : 79
Single-Vertex Connected Components : 53
Maximum Vertices in a Connected Component : 4212
Maximum Edges in a Connected Component : 17169
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.836053
Graph Density : 0.000534864786139757
Modularity : 0.406781
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,349 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 17:32 UTC.
The tweets in the network were tweeted over the 2812-day, 10-hour, 43-minute period from Friday, 26 June 2015 at 14:16 UTC to Thursday, 09 March 2023 at 01:00 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:
[330] aspenideas,gloriaestefan [216] miami,beach [208] gloriaestefan,discuss [205] happening,aspenideas [191] progress,nation [191] making,tackle [191] transformational,progress [191] discuss,transformational [191] nation,making [190] vp,happening Top Word Pairs in Tweet in G1:
[113] back,aspenideas [112] super,important [112] important,industry [112] great,back [112] colorado,discuss [112] state,colorado [112] home,state [112] crypto,super [112] aspenideas,home [112] discuss,crypto Top Word Pairs in Tweet in G2:
[101] aspenideas,miamibeachnews [92] miami,beach [82] mayorcantrell,aspenideas [58] climate,leaders [51] looking,forward [49] around,world [49] leaders,around [48] #aspenideasclimate,2023 [45] climate,change [43] aspenideas,climate Top Word Pairs in Tweet in G3:
[30] social,media [25] danporterfield,aspenideas [24] aspeninstitute,danporterfield [24] media,jonhaidt [24] aspenideas,harden [24] democratic,institutions [24] harden,democratic [24] less,responsive [24] jonhaidt,shares [24] responsive,pressures Top Word Pairs in Tweet in G4:
[320] aspenideas,gloriaestefan [199] gloriaestefan,discuss [197] happening,aspenideas [184] nation,making [184] making,tackle [184] progress,nation [184] discuss,transformational [184] transformational,progress [183] vp,happening [138] vp,aspenideas Top Word Pairs in Tweet in G5:
[68] girls,women [68] women,uganda [68] climate,activist [68] millions,girls [68] choice,millions [68] activist,choice [67] kobusingerose1,climate [67] uganda,fro [62] future,leaders [59] girlrising,fellow Top Word Pairs in Tweet in G6:
[7] drsanjaygupta,mariashriver [6] mariashriver,nmoralestv [6] aspenideas,drsanjaygupta [4] food,water [4] featuring,#mcnultyprize [4] 1pm,today [4] today,food [4] program,1pm [4] water,featuring [4] special,program Top Word Pairs in Tweet in G7:
[83] #aspenideasclimate,aspenideas [49] ivanduque,aspenideas [37] plenaria,#aspenideasclimate [37] analizamos,grandes [37] participar,sesión [37] complacidos,participar [37] sesión,plenaria [37] aspenideas,analizamos [37] grandes,retos [36] ivanduque,complacidos Top Word Pairs in Tweet in G8:
[38] true,' [38] adopters,true [38] idashboard,compelling [38] always,early [38] compelling,interesting [38] early,tech [38] tech,adopters [38] ',idashboard [38] criminals,always [37] 'what,criminals Top Word Pairs in Tweet in G9:
[94] false,narratives [93] medusa,lies [92] 19,different [92] narratives,mh17 [92] different,false [92] generated,19 [92] lies,generated [92] ru's,medusa [91] remember,mh17 [91] iaponomarenko,bryanvicbc Top Word Pairs in Tweet in G10:
[80] drleanawen,aspenideas [73] aspenideas,postopinions [57] ericmwachter,aspenideas [57] drleanawen,ericmwachter [19] long,covid [14] collettecowan,drleanawen [13] more,careful [13] decided,take [13] court,much [13] careful,decided 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: