The graph represents a network of 549 Twitter users whose tweets in the requested range contained "aspenideas", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 28 July 2022 at 16:28 UTC.
The requested start date was Thursday, 28 July 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 21-hour, 0-minute period from Thursday, 14 July 2022 at 01:38 UTC to Wednesday, 27 July 2022 at 22:39 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 : 549
Unique Edges : 642
Edges With Duplicates : 747
Total Edges : 1389
Number of Edge Types : 5
Retweet : 260
MentionsInRetweet : 560
Mentions : 491
Replies to : 52
Tweet : 26
Self-Loops : 29
Reciprocated Vertex Pair Ratio : 0.0494505494505494
Reciprocated Edge Ratio : 0.0942408376963351
Connected Components : 22
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 501
Maximum Edges in a Connected Component : 1318
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.976731
Graph Density : 0.0031743182694481
Modularity : 0.505941
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 549 Twitter users whose tweets in the requested range contained "aspenideas", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 28 July 2022 at 16:28 UTC.
The requested start date was Thursday, 28 July 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 21-hour, 0-minute period from Thursday, 14 July 2022 at 01:38 UTC to Wednesday, 27 July 2022 at 22:39 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 : GraphServerTwitterSearch
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:
[37] recently,aspenideas [37] aspenideas,asked [37] asked,thought [37] thought,#tripswaiver [37] #tripswaiver,decision [37] decision,here's [37] here's,think [36] pritikrishtel,recently [19] david,putrino [17] aspenideas,festival Top Word Pairs in Tweet in G1:
[37] recently,aspenideas [37] aspenideas,asked [37] asked,thought [37] thought,#tripswaiver [37] #tripswaiver,decision [37] decision,here's [37] here's,think [36] pritikrishtel,recently [14] pritikrishtel,aspenideas [10] sustainability,scientist Top Word Pairs in Tweet in G2:
[5] aspenideas,festival [4] watch,jayvanbavel [4] jayvanbavel,cduhigg [4] cduhigg,anniemurphypaul [4] anniemurphypaul,speak [4] speak,2022 [4] 2022,aspeninstitute [4] aspeninstitute,aspen [4] aspen,ideas [4] ideas,festival Top Word Pairs in Tweet in G3:
[6] 147,republican [6] republican,lawmakers [6] lawmakers,objected [6] objected,election [6] election,results [6] results,capitol [6] capitol,attack [6] attack,kevin [6] kevin,mccarthy [6] mccarthy,ca Top Word Pairs in Tweet in G4:
[19] david,putrino [16] putrino,phd [16] phd,discusses [16] discusses,three [16] three,important [16] important,things [16] things,know [16] know,#longcovid [16] #longcovid,#aspenideashealth [16] #aspenideashealth,single Top Word Pairs in Tweet in G5:
[11] political,polarization [11] 1a,aspenideas [5] conversation,aspenideas [5] aspenideas,political [4] air,broadcasting [4] broadcasting,conversation [4] polarization,america's [4] america's,future [3] last,month [3] 1a,air Top Word Pairs in Tweet in G6:
[8] during,aspenideas [8] aspenideas,kocherhan [8] kocherhan,christogrozev [8] christogrozev,c_c_krebs [8] c_c_krebs,vivian [8] vivian,explained [8] explained,propaganda [8] propaganda,work [7] kyivaspen,during [3] firsthand,report Top Word Pairs in Tweet in G7:
[5] aspeninnovators,aspenideas [4] niyelcampaigns,profosinbajo [4] profosinbajo,radiocranberry [4] radiocranberry,aspennewvoices [4] aspennewvoices,aspeninnovators [4] aspenideas,aspenwords [4] aspenwords,gw_workforce [3] sickle,cell [3] ekemma,niyelcampaigns [3] gw_workforce,gwfellow Top Word Pairs in Tweet in G8:
[9] ai,enabled [9] enabled,feeds [9] feeds,good [9] good,thing [9] thing,collaborative [9] collaborative,democracy [9] democracy,notes [9] notes,ericschmidt [9] ericschmidt,rightly [8] nachristakis,ai Top Word Pairs in Tweet in G9:
[8] nbcnews,aspenideas [7] full,video [7] video,nbcnews [7] aspenideas,panel [7] panel,moderated [7] moderated,former [7] former,sec [7] sec,state [7] state,hillaryclinton [7] hillaryclinton,former Top Word Pairs in Tweet in G10:
[2] aspen,ideas [2] alex,karp [2] ic,academia [2] dod,far [2] far,software [2] software,israel Top Replied-To in Entire Graph:
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Top Replied-To in G5:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: