The graph represents a network of 1,423 Twitter users whose recent tweets contained "#Think2020", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 27 April 2020 at 19:38 UTC.
The tweets in the network were tweeted over the 7-day, 19-hour, 28-minute period from Monday, 20 April 2020 at 00:00 UTC to Monday, 27 April 2020 at 19:28 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 : 1423
Unique Edges : 2201
Edges With Duplicates : 1372
Total Edges : 3573
Number of Edge Types : 5
Tweet : 550
Mentions : 419
Retweet : 1566
MentionsInRetweet : 991
Replies to : 47
Self-Loops : 579
Reciprocated Vertex Pair Ratio : 0.0230248306997743
Reciprocated Edge Ratio : 0.0450132391879965
Connected Components : 239
Single-Vertex Connected Components : 186
Maximum Vertices in a Connected Component : 1027
Maximum Edges in a Connected Component : 3049
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.604827
Graph Density : 0.0011198385376668
Modularity : 0.527603
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 1,423 Twitter users whose recent tweets contained "#Think2020", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 27 April 2020 at 19:38 UTC.
The tweets in the network were tweeted over the 7-day, 19-hour, 28-minute period from Monday, 20 April 2020 at 00:00 UTC to Monday, 27 April 2020 at 19:28 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 : TwitterSearch
Graph Term : #Think2020
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[530] event,experience [509] digital,event [421] #think2020,digital [355] registration,free [355] recovery,transformation [354] think,digital [300] expert,insights [300] insights,accelerating [300] accelerating,recovery [298] 6th,expert Top Word Pairs in Tweet in G1:
[190] 6th,expert [190] expert,insights [190] insights,accelerating [190] accelerating,recovery [153] join,think [149] think,digital [149] learn,more [148] recovery,transformation [147] 5th,6th [142] more,#think2020 Top Word Pairs in Tweet in G2:
[223] event,experience [174] registration,free [171] digital,event [133] #think2020,digital [130] recovery,amp [130] amp,transformation [116] #smm,#defstar5 [108] #smm,#seo [95] think,#digital [83] 5th,amp Top Word Pairs in Tweet in G3:
[43] digital,event [38] event,experience [37] #think2020,digital [25] registration,free [24] join,#think2020 [21] think,digital [13] devastating,impacts [12] recovery,transformation [11] #ibm,#think2020 [10] learning,navigate Top Word Pairs in Tweet in G4:
[56] registration,free [55] recovery,transformation [52] digital,event [46] think,digital [34] devastating,impacts [34] event,experience [32] #think2020,digital [31] essential,recovery [30] accelerate,essential [30] transformation,devastating Top Word Pairs in Tweet in G5:
[30] digital,event [30] event,experience [30] rejoignez,arvind [30] arvind,krishna [30] krishna,ceo [30] ceo,d'ibm [30] d'ibm,#think2020 [30] #think2020,partagera [30] partagera,sa [30] sa,vision Top Word Pairs in Tweet in G6:
[27] digital,event [27] event,experience [25] #think2020,digital [24] estamos,aprendiendo [24] aprendiendo,nuestros [24] nuestros,negocios [24] negocios,posibilidades [24] posibilidades,superar [24] superar,continuos [24] continuos,desafíos Top Word Pairs in Tweet in G7:
[54] #think2020,digital [52] digital,event [51] event,experience [46] #ibm,#think2020 [42] mai,2020 [36] #data,#ai [29] 2020,erfahren [29] erfahren,#ibm [29] experience,mehr [29] mehr,die Top Word Pairs in Tweet in G8:
[19] 5th,6th [16] #think2020,#pwthink [13] #think2020,digital [12] registered,#think2020 [12] #think2020,miss [12] miss,largest [12] largest,event [12] event,year [12] year,digital [12] digital,open Top Word Pairs in Tweet in G9:
[36] latest,blog [36] #mindfulness,#think2020 [36] #think2020,#heart [36] #spiritial,#spiritualawakening [36] #spiritualawakening,#lovethyneighbor [36] #lovethyneighbor,#life [36] #life,#lifestyle [36] #lifestyle,#happiness [36] #happiness,#awake [36] #awake,#selfcare Top Word Pairs in Tweet in G10:
[8] inspires,callforcode [8] callforcode,entrants [8] entrants,propose [8] propose,#covid19 [8] #covid19,solution [8] solution,annual [8] annual,challenge [7] watch,code [7] code,think [7] think,2020 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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 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: