The graph represents a network of 1,558 Twitter users whose tweets in the requested range contained "aspen institute", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 08 September 2022 at 15:32 UTC.
The requested start date was Thursday, 08 September 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, 19-hour, 20-minute period from Thursday, 25 August 2022 at 03:35 UTC to Wednesday, 07 September 2022 at 22:55 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 : 1558
Unique Edges : 914
Edges With Duplicates : 1946
Total Edges : 2860
Number of Edge Types : 5
Replies to : 276
Mentions : 381
Retweet : 890
MentionsInRetweet : 1114
Tweet : 199
Self-Loops : 211
Reciprocated Vertex Pair Ratio : 0.0171884591774095
Reciprocated Edge Ratio : 0.0337960168980085
Connected Components : 226
Single-Vertex Connected Components : 93
Maximum Vertices in a Connected Component : 759
Maximum Edges in a Connected Component : 1554
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.906987
Graph Density : 0.000683071935678286
Modularity : 0.549642
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,558 Twitter users whose tweets in the requested range contained "aspen institute", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 08 September 2022 at 15:32 UTC.
The requested start date was Thursday, 08 September 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, 19-hour, 20-minute period from Thursday, 25 August 2022 at 03:35 UTC to Wednesday, 07 September 2022 at 22:55 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 : aspen institute
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:
[779] aspen,institute [435] giorgia,meloni [422] nell,aspen [418] sezione,italiana [418] italiana,come [417] meloni,entrata [417] entrata,nell [417] institute,famoso [417] famoso,centro [417] centro,studi Top Word Pairs in Tweet in G1:
[378] aspen,institute [374] giorgia,meloni [373] meloni,entrata [373] entrata,nell [373] nell,aspen [373] institute,famoso [373] famoso,centro [373] centro,studi [373] studi,internazionale [373] internazionale,cui Top Word Pairs in Tweet in G2:
[36] aspen,institute [25] dell'aspen,institute [16] institute,italia [15] poteri,forti [14] anche,lei [13] soci,sostenitori [13] sostenitori,dell'aspen [13] hilary,clinton [13] clinton,incensa [13] incensa,giorgiameloni Top Word Pairs in Tweet in G3:
[78] misinformation,disinformation [77] imagine,constantly [77] constantly,banging [77] banging,misinformation [77] disinformation,acquiring [77] acquiring,role [77] role,yourself [77] yourself,non [77] non,profit [76] aryamrosi,imagine Top Word Pairs in Tweet in G4:
[42] aspen,institute [42] serum,institute [19] vaccines,africa [14] institute,india [11] india,serum [11] aspen,pharmacare [10] south,africa [9] institute,sign [9] sign,vaccines [9] vaccines,deal Top Word Pairs in Tweet in G5:
[32] serum,institute [25] 10,year [22] year,agreement [19] institute,india [18] aspenpharma,signed [16] aspen,branded [13] aspen,pharmacare [13] south,africa [12] agreement,serum [12] aspenpharma,seruminstindia Top Word Pairs in Tweet in G6:
[4] aspen,institute [2] etruria72,giorgia [2] giorgia,meloni [2] meloni,entrata [2] entrata,nell [2] nell,aspen [2] institute,famoso [2] famoso,centro [2] centro,studi [2] studi,internazionale Top Word Pairs in Tweet in G7:
[21] aspen,institute [14] tightening,focus [11] early,childhood [10] fellows,represent [10] represent,tightening [10] focus,early [6] bright,light [6] learn,more [5] families,children [5] children,earliest Top Word Pairs in Tweet in G8:
[26] dell'aspen,institute [19] enricoletta,l'enrichetto [19] l'enrichetto,dell'aspen [19] institute,incassa [19] incassa,60 [19] 60,000 [19] 000,mensili [19] mensili,preoccupa [19] preoccupa,popolino [19] popolino,dei Top Word Pairs in Tweet in G9:
[36] aspen,institute [32] giuliano,amato [21] institute,italia [15] imolaoggi,giuliano [15] amato,stesso [15] stesso,giuliano [15] amato,fa [15] fa,comitato [15] comitato,esecutivo [15] esecutivo,aspen Top Word Pairs in Tweet in G10:
[26] aspen,institute [4] institute,jeho [3] jeho,sponzoři [3] vyškolená,aspen [3] který,nich [3] virus04547309,ivona58142082 [2] kam,jsme [2] jsme,dopracovali [2] dopracovali,národe [2] ke,iv Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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