The graph represents a network of 9,283 Twitter users whose recent tweets contained "#FutureOfWork", 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, 28 September 2020 at 01:46 UTC.
The tweets in the network were tweeted over the 6-day, 17-hour, 0-minute period from Monday, 21 September 2020 at 07:14 UTC to Monday, 28 September 2020 at 00:15 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 : 9283
Unique Edges : 37003
Edges With Duplicates : 49370
Total Edges : 86373
Number of Edge Types : 5
Retweet : 12163
MentionsInRetweet : 60329
Replies to : 696
Mentions : 10229
Tweet : 2956
Self-Loops : 3350
Reciprocated Vertex Pair Ratio : 0.0351163466481883
Reciprocated Edge Ratio : 0.06785004750799
Connected Components : 1274
Single-Vertex Connected Components : 740
Maximum Vertices in a Connected Component : 6623
Maximum Edges in a Connected Component : 82457
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.42546
Graph Density : 0.000537435202952816
Modularity : 0.339171
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 9,283 Twitter users whose recent tweets contained "#FutureOfWork", 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, 28 September 2020 at 01:46 UTC.
The tweets in the network were tweeted over the 6-day, 17-hour, 0-minute period from Monday, 21 September 2020 at 07:14 UTC to Monday, 28 September 2020 at 00:15 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 : #FutureOfWork
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:
[960] gt,gt [741] #futureofwork,#innovation [649] #artificialintelligence,#machinelearning [631] world,work [591] #msignite,#futureofwork [586] #futureofwork,#digitaltransformation [573] work,#msignite [571] #ai,#iot [571] thrive,world [570] updates,microsoftteams Top Word Pairs in Tweet in G1:
[792] gt,gt [393] #bigdata,#ml [389] #artificialintelligence,#machinelearning [367] #ml,#nlu [367] #nlu,#futureofwork [366] #aiio,#bigdata [361] #ai,#iot [348] #machinelearning,#deeplearning [346] #futureofwork,#digitaltransformation [335] #digitaltransformation,#futureofwork Top Word Pairs in Tweet in G2:
[560] world,work [558] work,#msignite [555] updates,microsoftteams [555] microsoftteams,meetings [555] meetings,project [555] project,cortex [555] cortex,discover [555] discover,re [555] re,empowering [555] empowering,customers Top Word Pairs in Tweet in G3:
[497] #futureofwork,#innovation [174] #innovation,#futureofwork [160] labordeolivier,frronconi [154] nicochan33,enricomolinari [153] nicochan33,labordeolivier [151] intengineering,#futureofwork [150] #futureofwork,jblefevre60 [137] nicochan33,terenceleungsf [135] ty,frronconi [134] frronconi,enricomolinari Top Word Pairs in Tweet in G4:
[54] future,work [50] #newnormal,#futureofwork [48] cfos,plan [48] employees,permanently [47] according,gartner [47] gartner,cfos [47] plan,move [47] move,employees [47] permanently,#remoteworking [47] #remoteworking,zdnet Top Word Pairs in Tweet in G5:
[390] #python,#java [389] #ai,#ml [376] #100daysofcode,#python [353] #cloud,#iot [343] angelicagallegs,yukarikingdom18 [343] yukarikingdom18,mhall55nine [343] mhall55nine,eoff_sylvia [343] semicvet50,brindusab1 [343] yebosfaye,biagio960 [343] agustin_gut,monicasloves Top Word Pairs in Tweet in G6:
[97] marciafrobinson,channelsmart [82] navigating,#futureofwork [78] #ceo,christalbemont [69] talend,#ceo [65] #leadership,#womenintech [58] live,marciafrobinson [56] live,tamaramccleary [56] tamaramccleary,#leadership [52] #womenintech,#noveleconomy [49] channelsmart,thuliumco's Top Word Pairs in Tweet in G7:
[46] #futureofwork,#leadership [43] future,work [34] #futureofwork,#digitaltransformation [32] olivia,nottebohm [29] work,2021 [28] #dailymail,#worldnews [27] #worldnews,#foxnews [25] nottebohm,coo [25] coo,dropbox [25] #foxnews,#futureofwork Top Word Pairs in Tweet in G8:
[187] dlaignite,#socialselling [184] #socialselling,#digitalselling [152] #digitalselling,#leadership [128] #leadership,#futureofwork [84] passle,timothy_hughes [84] timothy_hughes,dlaignite [68] #leadership,#innovation [62] #futureofwork,#newnormal [53] #marketing,#digitalmarketing [53] #digitalmarketing,#storyboard Top Word Pairs in Tweet in G9:
[13] low,educated [11] report,future [11] future,low [11] educated,workers [11] workers,#belgium [11] #belgium,see [11] see,latest [11] latest,country [11] country,analysis [11] analysis,#futureofwork Top Word Pairs in Tweet in G10:
[43] oct,6th [31] register,#digitalworkplaceday [30] 6th,register [30] #digitalworkplace,#futureofwork [27] digital,workplace [24] #digitalworkplaceday,#digitalworkplace [17] #digitalworkplaceday,#futureofwork [7] 6th,#futureofwork [7] free,#futureofwork [7] 29,september Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
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Top Tweeters in G10: