The graph represents a network of 3,200 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, 23 March 2020 at 01:45 UTC.
The requested start date was Monday, 23 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 16-hour, 59-minute period from Friday, 20 March 2020 at 07:01 UTC to Monday, 23 March 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 : 3200
Unique Edges : 5269
Edges With Duplicates : 5987
Total Edges : 11256
Number of Edge Types : 4
Tweet : 1336
Mentions : 2446
MentionsInRetweet : 7351
Replies to : 123
Self-Loops : 1336
Reciprocated Vertex Pair Ratio : 0.0221434898139947
Reciprocated Edge Ratio : 0.0433275563258232
Connected Components : 675
Single-Vertex Connected Components : 423
Maximum Vertices in a Connected Component : 1955
Maximum Edges in a Connected Component : 9575
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.365267
Graph Density : 0.000563652703969991
Modularity : 0.414119
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 3,200 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, 23 March 2020 at 01:45 UTC.
The requested start date was Monday, 23 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 16-hour, 59-minute period from Friday, 20 March 2020 at 07:01 UTC to Monday, 23 March 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:
[1179] gt,gt [237] wef,mikequindazzi [198] angelicagallegs,yukarikingdom18 [198] yukarikingdom18,mhall55nine [198] mhall55nine,eoff_sylvia [185] mikequindazzi,gt [166] topcybernews,10 [163] gt,wef [161] #ai,terms [160] prepare,#futureofwork Top Word Pairs in Tweet in G1:
[1117] gt,gt [229] wef,mikequindazzi [178] mikequindazzi,gt [164] topcybernews,10 [159] gt,wef [159] #ai,terms [152] terms,prepare [152] prepare,#futureofwork [136] 10,jobs [136] jobs,exist Top Word Pairs in Tweet in G2:
[22] future,work [12] remote,work [11] covid,19 [10] bring,ideas [10] ideas,shape [10] shape,digital [10] digital,#futureofwork [8] work,remotely [7] worldwide,half [7] half,organizations Top Word Pairs in Tweet in G3:
[76] #futureofwork,#industry40 [61] #industry40,#automation [46] digital,transformation [40] gt,gt [36] #autonomous,mobile [36] mobile,#workpods [36] #workpods,realtechmatters [36] realtechmatters,julez_norton [36] julez_norton,labordeolivier [36] labordeolivier,pawlowskimario Top Word Pairs in Tweet in G4:
[57] #ai,#iot [56] high,speed [56] speed,high [56] high,definition [56] definition,book [56] book,scanner [56] scanner,intengineering [56] intengineering,#ai [56] #iot,#ebooks [56] #ebooks,#digitaltransformation Top Word Pairs in Tweet in G5:
[14] ronald_vanloon,#cobots [14] #cobots,action [14] action,jblefevre60 [14] jblefevre60,#ai [14] #ai,#robotics [14] #robotics,#4ir [14] #4ir,#futureofwork [14] #futureofwork,#artficialintellegence [14] #artficialintellegence,cc [14] cc,jblefevre60 Top Word Pairs in Tweet in G6:
[66] ready,follow [66] follow,serving [66] serving,leader [66] leader,path [66] path,#serving [59] #leaders,ready [37] #serving,#leadership [34] #leadership,#entrepreneurs [14] gt,gt [13] join,#100kchallenge Top Word Pairs in Tweet in G7:
[17] #community,#futureofwork [16] thinking,loud [16] loud,read [16] read,blog [16] blog,#covid19 [16] #covid19,#community [15] imravikumars,thinking [13] covid,19 [13] 19,pandemic [13] pandemic,fast Top Word Pairs in Tweet in G8:
[12] #digitaltransformation,#businessagility [12] #businessagility,#cx [12] #cx,#ux [10] #ux,#iot [10] #iot,#ai [10] #ai,#futurist [10] #futurist,#futureofwork [10] #futureofwork,ubinetus [10] ubinetus,interactionsinc [10] interactionsinc,#thingcoin Top Word Pairs in Tweet in G9:
[29] passle,timothy_hughes [16] social,media [14] retailers,using [14] using,social [14] media,tackle [14] tackle,coronavirus [14] coronavirus,challenges [14] challenges,passle [12] passle,dlaignite [11] timothy_hughes,retailers Top Word Pairs in Tweet in G10:
[7] remote,working [7] working,tools [7] tools,resources [7] resources,slackhq [7] slackhq,both [7] both,informal [7] informal,formal [7] formal,communication [7] communication,zoom [7] zoom,video Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G10: