The graph represents a network of 5,242 Twitter users whose tweets in the requested range contained "futureofwork ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 10 August 2020 at 19:04 UTC.
The requested start date was Monday, 10 August 2020 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 5-day, 11-hour, 33-minute period from Tuesday, 04 August 2020 at 12:27 UTC to Monday, 10 August 2020 at 00:00 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 : 5242
Unique Edges : 6644
Edges With Duplicates : 14330
Total Edges : 20974
Number of Edge Types : 5
Replies to : 145
Mentions : 5045
Retweet : 4824
MentionsInRetweet : 9338
Tweet : 1622
Self-Loops : 1862
Reciprocated Vertex Pair Ratio : 0.0419219920241222
Reciprocated Edge Ratio : 0.080470500373413
Connected Components : 870
Single-Vertex Connected Components : 475
Maximum Vertices in a Connected Component : 3249
Maximum Edges in a Connected Component : 17917
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.844411
Graph Density : 0.000389905523620332
Modularity : 0.398071
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,242 Twitter users whose tweets in the requested range contained "futureofwork ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 10 August 2020 at 19:04 UTC.
The requested start date was Monday, 10 August 2020 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 5-day, 11-hour, 33-minute period from Tuesday, 04 August 2020 at 12:27 UTC to Monday, 10 August 2020 at 00:00 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 : 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:
[461] gt,gt [178] future,work [144] #ai,#aiio [144] artificial,intelligence [141] #aiio,#bigdata [135] #bigdata,#ml [127] #nlu,#futureofwork [124] #ml,#nlu [120] #leadership,#futureofwork [115] #futureofwork,#innovation Top Word Pairs in Tweet in G1:
[131] gt,gt [102] artificial,intelligence [91] #futureofwork,#innovation [84] #virtualreality,#vr [83] #innovation,sebbourguignon [82] #ai,#iot [82] #vr,#innovation [81] #futureofwork,#augmentedreality [80] martial,arts [80] arts,#ar Top Word Pairs in Tweet in G2:
[76] #digitaltransformation,#leadership [76] #leadership,#futureofwork [33] #futureofwork,#hr [21] future,work [16] covid,19 [13] return,work [13] remote,work [13] download,robust [13] robust,whitepaper [13] whitepaper,today Top Word Pairs in Tweet in G3:
[43] #futureofwork,#hr [42] #futureofwork,#mercerchats [39] #futureofwork,#leadership [34] #hr,#futureofwork [32] #mercerchats,#futureofwork [31] #remotework,#futureofwork [26] #futureofwork,#career [25] #leadership,#futureofwork [25] thx4rt,fr [25] fr,hrcurator Top Word Pairs in Tweet in G4:
[182] gt,gt [51] #ai,#aiio [50] #aiio,#bigdata [48] #bigdata,#ml [48] #ml,#nlu [48] #nlu,#futureofwork [36] mikequindazzi,gt [20] antgrasso,fisher85m [13] wef,mikequindazzi [11] harbrimah,320 Top Word Pairs in Tweet in G5:
[76] #iot,#sustainability [71] #construction,#iot [67] #sustainability,#ai [63] #ai,#5g [56] #5g,#cloud [54] #futureofwork,#infrastructure [52] #cloud,#edge [48] #iot,#futureofwork [45] #ux,#iot [44] #iot,#ai Top Word Pairs in Tweet in G6:
[22] gt,gt [20] cuny,90 [20] 90,day [20] day,upskilling [20] upskilling,challenge [19] #ai,#aiio [19] #aiio,#bigdata [19] #bigdata,#ml [17] #ml,#nlu [17] #nlu,#futureofwork Top Word Pairs in Tweet in G7:
[68] global,lockdowns [68] lockdowns,begin [68] begin,lift [68] lift,one [68] one,thing [68] thing,remains [68] remains,clear [68] clear,back [68] back,office [68] office,back Top Word Pairs in Tweet in G8:
[61] frisesally,marinella_maria [61] marinella_maria,mariangelasant8 [61] angelicagallegs,yukarikingdom18 [61] yukarikingdom18,mhall55nine [61] mhall55nine,eoff_sylvia [59] sminaev2015,frisesally [59] mariangelasant8,angelicagallegs [56] arnabch01,sminaev2015 [43] eoff_sylvia,semiâ [43] retail,viva Top Word Pairs in Tweet in G9:
[78] mitchzenger,synctrics [47] people,analytics [32] hr,tech [26] need,create [26] #aiio,#bigdata [24] #covid19,#volunteer [24] #bigdata,#ml [23] #nonprofit,#nonprofits [23] #ai,#aiio [23] #nlu,#futureofwork Top Word Pairs in Tweet in G10:
[45] wrong,#ab5 [45] #ab5,lorenasgonzalez [45] lorenasgonzalez,assemblydems [45] assemblydems,toddgloria [45] toddgloria,gavinnewsom [45] gavinnewsom,made [45] made,california [44] davincidiva,wrong [44] california,aâ [3] cafwu,thekimkavin 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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Top Tweeters in G10: