The graph represents a network of 3,330 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, 04 May 2020 at 23:25 UTC.
The tweets in the network were tweeted over the 8-day, 14-hour, 28-minute period from Sunday, 26 April 2020 at 08:46 UTC to Monday, 04 May 2020 at 23:15 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 : 3334
Unique Edges : 7683
Edges With Duplicates : 11255
Total Edges : 18938
Number of Edge Types : 5
Mentions : 2558
Tweet : 1259
MentionsInRetweet : 9087
Retweet : 5773
Replies to : 261
Self-Loops : 1480
Reciprocated Vertex Pair Ratio : 0.0204127161182376
Reciprocated Edge Ratio : 0.040008745080892
Connected Components : 425
Single-Vertex Connected Components : 350
Maximum Vertices in a Connected Component : 2711
Maximum Edges in a Connected Component : 18122
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.423709
Graph Density : 0.000823237692695484
Modularity : 0.345168
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 3,330 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, 04 May 2020 at 23:25 UTC.
The tweets in the network were tweeted over the 8-day, 14-hour, 28-minute period from Sunday, 26 April 2020 at 08:46 UTC to Monday, 04 May 2020 at 23:15 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:
[1149] #smm,#defstar5 [1067] event,experience [1026] #think2020,digital [950] digital,event [772] #smm,#seo [706] #think2020,#ibm [655] think,digital [647] #defstar5,#mpgvip [604] #ibm,#think2020 [587] thomas_harrer,#ibm Top Word Pairs in Tweet in G1:
[421] #think2020,digital [358] digital,event [339] think,digital [308] event,experience [238] recovery,transformation [197] 5th,6th [191] learn,more [179] ginni,rometty [161] digital,5th [157] executive,chairman Top Word Pairs in Tweet in G2:
[152] next,week [143] impacts,#covid19 [134] #think2020,next [129] join,digitally [128] see,person [128] person,#think2020 [128] week,hope [128] hope,ll [128] ll,still [128] still,join Top Word Pairs in Tweet in G3:
[1116] #smm,#defstar5 [753] #smm,#seo [621] #defstar5,#mpgvip [608] #think2020,#ibm [563] thomas_harrer,#ibm [514] event,experience [423] #defstar5,#makeyourownlane [408] #ibm,#think2020 [382] #seo,#defstar5 [366] #ibmer,#cto Top Word Pairs in Tweet in G4:
[55] #think2020,digital [45] #ibm,#think2020 [42] digital,event [37] join,#think2020 [31] think,digital [30] event,experience [24] next,week [24] evento,digital [21] #think2020,#ibm [21] #cloud,#ai Top Word Pairs in Tweet in G5:
[82] digital,event [80] event,experience [79] #think2020,digital [49] estamos,aprendiendo [49] aprendiendo,nuestros [49] nuestros,negocios [49] negocios,posibilidades [49] posibilidades,superar [49] superar,continuos [49] continuos,desafíos Top Word Pairs in Tweet in G6:
[25] next,week [18] great,content [17] #think2020,coming [17] coming,next [17] week,wanted [17] wanted,highlight [17] highlight,great [17] content,available [17] available,#nodejs [17] #nodejs,developers Top Word Pairs in Tweet in G7:
[92] #think2020,#c2mtl [56] #artificialintelligence,#ai [55] more,women [55] women,machine [55] machine,learning [55] learning,spoke [55] spoke,ibm [55] ritika_gunnar,mentorship [55] mentorship,community [55] community,supporting Top Word Pairs in Tweet in G8:
[40] recovery,transformation [24] digital,event [24] event,experience [23] ginni,rometty [22] supercomputing,watson [22] watson,assistant [22] assistant,selfless [22] selfless,acts [22] acts,ibm [22] ibm,volunteers Top Word Pairs in Tweet in G9:
[36] #think2020,digital [29] join,5th [29] 5th,6th [23] digital,experience [22] inspires,callforcode [22] callforcode,entrants [22] entrants,propose [22] propose,#covid19 [22] #covid19,solution [22] solution,annual Top Word Pairs in Tweet in G10:
[50] #think2020,#positivevibes Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: