The graph represents a network of 4,561 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, 08 November 2021 at 20:43 UTC.
The requested start date was Monday, 08 November 2021 at 01:01 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 4-day, 14-hour, 12-minute period from Wednesday, 03 November 2021 at 10:47 UTC to Monday, 08 November 2021 at 01:00 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 : 4561
Unique Edges : 5463
Edges With Duplicates : 13095
Total Edges : 18558
Number of Edge Types : 5
Tweet : 1485
Mentions : 3558
Replies to : 86
Retweet : 4907
MentionsInRetweet : 8522
Self-Loops : 1668
Reciprocated Vertex Pair Ratio : 0.0428604171441669
Reciprocated Edge Ratio : 0.0821978021978022
Connected Components : 696
Single-Vertex Connected Components : 403
Maximum Vertices in a Connected Component : 3057
Maximum Edges in a Connected Component : 16209
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.338261
Graph Density : 0.000437538705347011
Modularity : 0.378631
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,561 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, 08 November 2021 at 20:43 UTC.
The requested start date was Monday, 08 November 2021 at 01:01 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 4-day, 14-hour, 12-minute period from Wednesday, 03 November 2021 at 10:47 UTC to Monday, 08 November 2021 at 01:00 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:
[311] #iot,#iiot [282] #bigdata,#analytics [262] #machinelearning,#bigdata [259] #ai,#machinelearning [246] future,work [209] #analytics,#datascience [203] #futureofwork,#leadership [195] #datascience,#iot [168] #machinelearning,#ai [159] #python,#rstats Top Word Pairs in Tweet in G1:
[304] #iot,#iiot [271] #bigdata,#analytics [257] #machinelearning,#bigdata [252] #ai,#machinelearning [203] #analytics,#datascience [189] #datascience,#iot [157] #python,#rstats [156] #machinelearning,#ai [130] #analytics,#machinelearning [125] #rstats,#reactjs Top Word Pairs in Tweet in G2:
[77] #aiio,#bigdata [75] #bigdata,#ml [72] #ai,#aiio [72] #ml,#nlu [65] #nlu,#futureofwork [61] #hr,bartender [44] experience,#hr [43] #futureofwork,#hr [39] gt,gt [39] employee,experience Top Word Pairs in Tweet in G3:
[91] #worklife,#motivation [85] #motivation,#futureofwork [68] #innovation,#agtech [68] #agtech,provides [68] provides,#sustainability [68] #sustainability,livestock [68] livestock,feeding [68] feeding,mt [68] mt,jamesvgingerich [68] jamesvgingerich,#futureofwork Top Word Pairs in Tweet in G4:
[44] fabric,connect [44] connect,lesser [44] lesser,known [44] known,features [44] features,#futureofwork [39] #futureofwork,#wireless [21] future,work [18] #qotd,#quotes [18] #quotes,#futureofwork [18] #futureofwork,#taoatwork Top Word Pairs in Tweet in G5:
[153] latest,partnership [151] partnerships,keep [151] keep,coming [151] coming,super [151] super,duper [151] duper,excited [151] excited,share [151] share,news [151] news,latest [151] partnership,csp_dao Top Word Pairs in Tweet in G6:
[95] mitchzenger,synctrics [49] digital,transformation [48] future,work [48] #futureofwork,#leadership [45] 'future,work' [43] work,digital [41] people,analytics [36] hr,tech [32] mean,future [32] transformation,nicolas Top Word Pairs in Tweet in G7:
[32] act,key [29] future,work [27] employers,need [26] make,future [26] work,win [26] win,win [26] win,employers [26] need,act [26] key,issues [26] issues,adapt Top Word Pairs in Tweet in G8:
[9] mckinsey,talent [9] talent,organizational [9] organizational,health [9] health,expert [9] expert,aaron [9] aaron,smet [9] smet,#leadership [9] #leadership,quickly [9] quickly,adapt [9] adapt,prevent Top Word Pairs in Tweet in G9:
[24] #futureofwork,#leadership [17] #futureofwork,#hybridwork [11] #remotework,#remotejobs [9] join,december [9] december,hr [9] hr,event [9] event,future [9] future,anywhere [9] anywhere,work [9] work,googleworkspace Top Word Pairs in Tweet in G10:
[2] drumeshprabhu,bullyingalberta [2] bullyingalberta,garynamie [2] garynamie,matthijsseamy [2] matthijsseamy,nevillegaunt [2] nevillegaunt,shades_dirty [2] shades_dirty,angelasuttner [2] angelasuttner,hspidell Top Replied-To in Entire Graph:
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Top Replied-To in G6:
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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: