The graph represents a network of 4,509 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 May 2021 at 20:41 UTC.
The requested start date was Monday, 10 May 2021 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, 13-hour, 45-minute period from Thursday, 06 May 2021 at 10:15 UTC to Monday, 10 May 2021 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 : 4509
Unique Edges : 7255
Edges With Duplicates : 15301
Total Edges : 22556
Number of Edge Types : 5
Mentions : 4023
Retweet : 5368
MentionsInRetweet : 11712
Tweet : 1333
Replies to : 120
Self-Loops : 1537
Reciprocated Vertex Pair Ratio : 0.0294331395348837
Reciprocated Edge Ratio : 0.0571831980232969
Connected Components : 693
Single-Vertex Connected Components : 444
Maximum Vertices in a Connected Component : 3126
Maximum Edges in a Connected Component : 20573
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.14461
Graph Density : 0.000557496856823669
Modularity : 0.367665
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,509 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 May 2021 at 20:41 UTC.
The requested start date was Monday, 10 May 2021 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, 13-hour, 45-minute period from Thursday, 06 May 2021 at 10:15 UTC to Monday, 10 May 2021 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:
[340] #iot,#iiot [304] #python,#rstats [280] #rstats,#reactjs [230] #ai,#python [214] #reactjs,#iot [213] #bigdata,#ml [211] #bigdata,#analytics [202] #aiio,#bigdata [201] #ai,#aiio [201] #ml,#nlu Top Word Pairs in Tweet in G1:
[319] #iot,#iiot [292] #python,#rstats [268] #rstats,#reactjs [223] #ai,#python [210] #reactjs,#iot [194] #bigdata,#analytics [174] #bigdata,#ml [166] #aiio,#bigdata [165] #ai,#aiio [165] #ml,#nlu Top Word Pairs in Tweet in G2:
[122] gt,gt [107] nicochan33,mvollmer1 [102] mvollmer1,frronconi [99] glengilmore,nicochan33 [72] frronconi,jeroenbartelse [67] #iot,#futureofwork [64] simple,#iot [54] #ar,#vr [52] #futureofwork,heinzvhoenen [52] heinzvhoenen,enricomolinari Top Word Pairs in Tweet in G3:
[105] #futureofwork,#leadership [70] passle,timothy_hughes [63] mitchzenger,synctrics [55] 'future,work' [48] simple,matrix [48] matrix,attributed [48] attributed,president [48] president,eisenhower [48] eisenhower,logically [48] logically,comprehensive Top Word Pairs in Tweet in G4:
[96] many,businesses [95] robotic,process [95] process,automation [95] automation,growing [95] growing,part [95] part,many [95] interview,looks [94] heard,interview [93] businesses,never [93] never,heard Top Word Pairs in Tweet in G5:
[5] proftimnoakes,criminotweet [5] criminotweet,reneebleau [5] reneebleau,dgurdasani1 [5] dgurdasani1,dbetteracademia [5] dbetteracademia,suzanne_garrett [5] suzanne_garrett,braincures [5] braincures,marikasboros [5] cici18480257,carstensenpol [4] do_kinder,proftimnoakes [4] marikasboros,bolderesi Top Word Pairs in Tweet in G6:
[50] digital,workforce [45] cities,future [45] future,support [45] support,digital [45] workforce,provide [45] provide,citizens [45] citizens,personalized [45] personalized,experiences [45] experiences,improve [44] antgrasso,cities Top Word Pairs in Tweet in G7:
[34] #tech,#robotics [34] #robotics,#drones [33] #drones,#ai [33] #ai,#ar [33] #ar,#vr [33] #vr,#iot [33] #iot,#technology [29] #technology,#artificialintelligence [26] #artificialintelligence,#datascience [26] #datascience,#wearables Top Word Pairs in Tweet in G8:
[46] #buildforwardbetter,#covid_19 [46] #covid_19,crisis [46] crisis,2nd [46] 2nd,#ilotalks [46] #ilotalks,focus [46] focus,equitable [46] equitable,inclusive [45] guebrayberhane,#buildforwardbetter [16] #futureofwork,#leadership [16] #iot,#sustainability Top Word Pairs in Tweet in G9:
[20] changing,#futureofwork [17] #futureofwork,efx [16] #blockchain,#futureofwork [16] efx,cz_binance [15] see,relationship [15] relationship,between [15] between,#crypto [15] #crypto,pandemic [15] pandemic,#blockchain [14] effectaix,see Top Word Pairs in Tweet in G10:
[18] #futureofwork,#business [11] first,mckinsey [11] mckinsey,organization [11] organization,blog [11] blog,#futureofwork [11] #futureofwork,series [11] series,outlines [11] outlines,symbiotic [11] symbiotic,elements [11] elements,help Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: