The graph represents a network of 17,950 Twitter users whose recent tweets contained "virtual conference", 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 Thursday, 13 August 2020 at 01:46 UTC.
The tweets in the network were tweeted over the 3-day, 4-hour, 37-minute period from Sunday, 09 August 2020 at 19:07 UTC to Wednesday, 12 August 2020 at 23:45 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 : 17950
Unique Edges : 27386
Edges With Duplicates : 6083
Total Edges : 33469
Number of Edge Types : 5
Retweet : 11230
MentionsInRetweet : 11578
Tweet : 4512
Mentions : 5437
Replies to : 712
Self-Loops : 4677
Reciprocated Vertex Pair Ratio : 0.0381755278959717
Reciprocated Edge Ratio : 0.073543494082047
Connected Components : 4244
Single-Vertex Connected Components : 1877
Maximum Vertices in a Connected Component : 2748
Maximum Edges in a Connected Component : 8992
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 8.754167
Graph Density : 8.10311978026259E-05
Modularity : 0.790741
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 17,950 Twitter users whose recent tweets contained "virtual conference", 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 Thursday, 13 August 2020 at 01:46 UTC.
The tweets in the network were tweeted over the 3-day, 4-hour, 37-minute period from Sunday, 09 August 2020 at 19:07 UTC to Wednesday, 12 August 2020 at 23:45 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 : virtual conference
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:
[8386] virtual,conference [775] media,conference [768] virtual,media [751] 2020,virtual [615] first,virtual [602] learn,more [584] lebanese,people [526] annual,conference [478] conference,2020 [477] conference,virtual Top Word Pairs in Tweet in G1:
[1015] virtual,conference [115] 2020,virtual [100] first,virtual [80] conference,august [77] learn,more [60] conference,virtual [60] conference,2020 [57] virtual,event [53] google,holding [51] covid,19 Top Word Pairs in Tweet in G2:
[449] virtual,conference [363] lebanese,people [363] emmanuelmacron,aminajmohammed [362] committed,supporting [362] supporting,lebanese [362] people,explosion [362] pledging,another [362] another,20m [362] 20m,help [362] help,vulnerable Top Word Pairs in Tweet in G3:
[341] virtual,conference [106] business,intelligence [91] intelligence,virtual [63] realbievent,#realbievent [43] 2020,virtual [37] #machinelearning,#deeplearning [36] #programmers,#virtualconference [34] #publicspeaking,#programmers [32] react,virtual [32] september,11 Top Word Pairs in Tweet in G4:
[582] virtual,media [582] media,conference [463] 14,4pm [426] conference,featuring [426] featuring,ambassador [426] 4pm,shares [426] shares,#cosmoceethebaettervitaminc [426] #cosmoceethebaettervitaminc,helped [426] helped,super [426] super,charged Top Word Pairs in Tweet in G5:
[162] virtual,conference [38] conference,august [31] free,virtual [27] iotworldseries,virtual [25] 11,13 [25] first,virtual [24] august,11 [24] developer,conference [23] virtual,event [23] swirge,amazed Top Word Pairs in Tweet in G6:
[183] virtual,conference [164] pm,edt [158] conference,tuesday [158] tuesday,august [158] august,25th [158] 25th,12 [158] 12,00 [158] 00,pm [158] edt,witness [158] witness,testimony Top Word Pairs in Tweet in G7:
[131] world,leaders [128] leaders,participants [128] participants,virtual [128] virtual,donors' [128] donors',conference [128] pledged,298 [128] 298,million [128] million,lebanon [128] lebanon,help [128] help,rebuild Top Word Pairs in Tweet in G8:
[162] lebanese,people [161] majesty,king [161] king,abdullah [161] abdullah,ii [161] virtual,international [161] international,conference [161] conference,provide [161] provide,assistance [161] assistance,support [161] support,beirut Top Word Pairs in Tweet in G9:
[48] virtual,conference [43] talk,workshop [32] online,conference [26] conference,november [24] finding,ada [22] #communitycollege,students [21] #womeninstem,#womeninscience [20] give,talk [18] #policy,advocacy [15] support,#womeninstem Top Word Pairs in Tweet in G10:
[97] virtual,conference [34] really,fun [34] fun,piece [34] piece,nahj [34] nahj,story [34] story,virtual [34] conference,year [34] year,student's [34] student's,stories [34] stories,year Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: