The graph represents a network of 4,044 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, 26 October 2020 at 19:01 UTC.
The requested start date was Monday, 26 October 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 3-day, 8-hour, 43-minute period from Thursday, 22 October 2020 at 15:17 UTC to Monday, 26 October 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 : 4044
Unique Edges : 5739
Edges With Duplicates : 17254
Total Edges : 22993
Number of Edge Types : 5
Mentions : 3883
Tweet : 1698
MentionsInRetweet : 12120
Retweet : 5203
Replies to : 89
Self-Loops : 2006
Reciprocated Vertex Pair Ratio : 0.0330935251798561
Reciprocated Edge Ratio : 0.064066852367688
Connected Components : 764
Single-Vertex Connected Components : 470
Maximum Vertices in a Connected Component : 2573
Maximum Edges in a Connected Component : 20876
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.988835
Graph Density : 0.000570890621173522
Modularity : 0.313742
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,044 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, 26 October 2020 at 19:01 UTC.
The requested start date was Monday, 26 October 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 3-day, 8-hour, 43-minute period from Thursday, 22 October 2020 at 15:17 UTC to Monday, 26 October 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:
[479] #iot,#iiot [415] #rstats,#reactjs [385] angelicagallegs,yukarikingdom18 [385] yukarikingdom18,mhall55nine [384] mhall55nine,eoff_sylvia [373] #machinelearning,#ai [346] #analytics,#machinelearning [324] sminaev2015,frisesally [302] gt,gt [297] arnabch01,sminaev2015 Top Word Pairs in Tweet in G1:
[183] gt,gt [124] #aiio,#bigdata [123] #bigdata,#ml [115] #ml,#nlu [109] #ai,#aiio [98] #nlu,#futureofwork [97] #iot,#iiot [94] #rstats,#reactjs [94] link,gt [90] #machinelearning,#ai Top Word Pairs in Tweet in G2:
[80] #futureofwork,#innovation [55] wef,ty [55] #interactive,blackboards [55] #classrooms,#schools [55] #schools,#office [55] #office,alvinfoo [53] #futureofwork,#robotics [52] #robotics,#ai [51] blackboards,#future [51] #future,#classrooms Top Word Pairs in Tweet in G3:
[26] future,work [12] covid,19 [10] maintaining,infrastructure [10] infrastructure,shouldn [10] shouldn,break [10] break,bank [10] bank,legacy [10] legacy,unfortunate [10] unfortunate,reality [10] remote,work Top Word Pairs in Tweet in G4:
[230] #hrtech,#hr [219] #hranalytics,#peopleanalytics [215] #employeeexperience,#shrm [213] #hr,#csr [210] #futureofwork,#hranalytics [202] #csr,#futureofwork [193] #peopleanalytics,#employeeexperience [159] #shrm,#atd [152] #hrtechconf,#hrtech [134] martinhoyes,#hrtechconf Top Word Pairs in Tweet in G5:
[366] #iot,#iiot [351] angelicagallegs,yukarikingdom18 [351] yukarikingdom18,mhall55nine [350] mhall55nine,eoff_sylvia [307] #rstats,#reactjs [291] sminaev2015,frisesally [266] #machinelearning,#ai [266] arnabch01,sminaev2015 [262] #analytics,#machinelearning [251] marinella_maria,mariangelasant8 Top Word Pairs in Tweet in G6:
[45] listening,delltech [45] delltech,cto [45] cto,theictoptimist's [45] theictoptimist's,vision [45] vision,#futureofwork [45] #futureofwork,open [45] open,infrastructure [45] infrastructure,powered [45] powered,dell [45] dell,#delltechworld Top Word Pairs in Tweet in G7:
[102] gt,gt [91] #robotics,#drones [88] #tech,#robotics [85] #drones,#ai [84] #ai,#ar [83] #ar,#vr [77] #vr,#iot [77] #iot,#technology [42] follow,thenewsmodel [42] thenewsmodel,#tech Top Word Pairs in Tweet in G8:
[12] qnahrseries,#qnaintl [9] #qnaintl,#govhrsummit [8] learn,more [5] organizations,take [5] take,lead [5] lead,#technology [5] #technology,find [5] find,investments [5] investments,paying [5] paying,form Top Word Pairs in Tweet in G9:
[55] webcast,ft [55] ft,helentupper [55] helentupper,gordon_cisco [55] gordon_cisco,malenerydahl [55] malenerydahl,workforce [55] workforce,#future [55] #future,employee [55] employee,ownership [40] ronald_vanloon,join [40] join,live Top Word Pairs in Tweet in G10:
[12] #leadership,#entrepreneurs [11] putting,responsible [11] responsible,ai [11] ai,practice [11] practice,#datascience [11] #datascience,#artificialintelligence [11] #artificialintelligence,#ethics [10] trippbraden,putting [10] #ethics,#futureofwork [10] #futureofwork,ht Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: