The graph represents a network of 4,670 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, 05 October 2020 at 18:45 UTC.
The requested start date was Monday, 05 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, 2-hour, 19-minute period from Thursday, 01 October 2020 at 21:41 UTC to Monday, 05 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 : 4670
Unique Edges : 6135
Edges With Duplicates : 21700
Total Edges : 27835
Number of Edge Types : 5
Mentions : 4821
Replies to : 99
Retweet : 5454
MentionsInRetweet : 16116
Tweet : 1345
Self-Loops : 1576
Reciprocated Vertex Pair Ratio : 0.0338227848101266
Reciprocated Edge Ratio : 0.0654324615535312
Connected Components : 693
Single-Vertex Connected Components : 408
Maximum Vertices in a Connected Component : 3210
Maximum Edges in a Connected Component : 25690
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.631312
Graph Density : 0.000468211902002501
Modularity : 0.294177
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 4,670 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, 05 October 2020 at 18:45 UTC.
The requested start date was Monday, 05 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, 2-hour, 19-minute period from Thursday, 01 October 2020 at 21:41 UTC to Monday, 05 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:
[795] angelicagallegs,yukarikingdom18 [795] yukarikingdom18,mhall55nine [795] mhall55nine,eoff_sylvia [612] marinella_maria,mariangelasant8 [580] frisesally,marinella_maria [466] sminaev2015,frisesally [449] arnabch01,sminaev2015 [444] mariangelasant8,angelicagallegs [376] eoff_sylvia,semi [282] #futureofwork,#ai Top Word Pairs in Tweet in G1:
[242] #ai,#aiio [240] #aiio,#bigdata [233] #bigdata,#ml [231] #ml,#nlu [226] #nlu,#futureofwork [206] gt,gt [127] #futureofwork,#ai [121] need,know [115] #ai,#iot [114] 10,essential Top Word Pairs in Tweet in G2:
[107] #futureofwork,#ai [104] hana_elsayyed,#robot [88] hunt,down [88] down,destroy [83] #robot,smaller [83] smaller,width [83] width,hair [83] hair,scientists [83] scientists,hope [83] hope,it'll Top Word Pairs in Tweet in G3:
[20] age,covid [18] modern,office [18] office,redundant [18] redundant,age [18] covid,leaders [18] leaders,think [18] think,forbes [18] forbes,shares [17] #contingentworkforce,#futureofwork [16] #gigwork,#gigeconomy Top Word Pairs in Tweet in G4:
[181] updates,microsoftteams [181] microsoftteams,meetings [181] meetings,project [181] project,cortex [181] cortex,discover [181] discover,re [181] re,empowering [181] empowering,customers [181] customers,thrive [180] microsoft365,updates Top Word Pairs in Tweet in G5:
[33] future,work [24] intelligent,workplace [23] concerns,returning [23] returning,office [23] office,see [23] see,intelligent [23] intelligent,workspaces [23] workspaces,help [23] help,provide [23] provide,safe Top Word Pairs in Tweet in G6:
[696] angelicagallegs,yukarikingdom18 [696] yukarikingdom18,mhall55nine [696] mhall55nine,eoff_sylvia [527] marinella_maria,mariangelasant8 [497] frisesally,marinella_maria [397] sminaev2015,frisesally [381] arnabch01,sminaev2015 [377] mariangelasant8,angelicagallegs [312] eoff_sylvia,semi [195] semicvet50,brindusab1 Top Word Pairs in Tweet in G7:
[33] #digitalworkplace,#futureofwork [31] oct,6th [31] #digitalworkplaceday,#digitalworkplace [30] digital,workplace [26] 6th,register [23] register,soon [23] soon,#digitalworkplaceday [17] #tech,#data [16] #futureofwork,#tech [15] #futureofwork,#data Top Word Pairs in Tweet in G8:
[99] #nonprofit,#csr [61] #nonprofits,#nonprofit [60] #volunteering,#communities [60] #yanggang,#ubi [59] #community,#education [59] #education,#sustainability [59] #sustainability,#nonprofits [59] #csr,#volunteering [59] #communities,#yanggang [45] #ubi,#futureofwork Top Word Pairs in Tweet in G9:
[3] drumeshprabhu,mbalter [3] mbalter,academicparity [3] academicparity,googleexpertuk [3] googleexpertuk,ussbriefs [3] ussbriefs,preventbullying [3] preventbullying,nickystevo [3] nickystevo,jeremy_hunt [3] bullyingalberta,mingberg [3] go,st3amco [3] st3amco,launching Top Word Pairs in Tweet in G10:
[8] spark,edcast [8] edcast,spotify [8] spotify,learning [7] impact,covid [7] covid,19 [7] 19,#futureofwork [7] #futureofwork,#futureforworkers [7] #futureforworkers,join [7] join,10 [7] 10,15 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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