The graph represents a network of 3,466 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, 20 December 2021 at 21:50 UTC.
The requested start date was Monday, 20 December 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 3-day, 10-hour, 35-minute period from Thursday, 16 December 2021 at 14:25 UTC to Monday, 20 December 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 : 3466
Unique Edges : 5498
Edges With Duplicates : 15957
Total Edges : 21455
Number of Edge Types : 5
Mentions : 4264
MentionsInRetweet : 10531
Tweet : 897
Retweet : 5696
Replies to : 67
Self-Loops : 1260
Reciprocated Vertex Pair Ratio : 0.0348699763593381
Reciprocated Edge Ratio : 0.067390062821245
Connected Components : 444
Single-Vertex Connected Components : 236
Maximum Vertices in a Connected Component : 2498
Maximum Edges in a Connected Component : 19909
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.005253
Graph Density : 0.000728994670137198
Modularity : 0.297361
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,466 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, 20 December 2021 at 21:50 UTC.
The requested start date was Monday, 20 December 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 3-day, 10-hour, 35-minute period from Thursday, 16 December 2021 at 14:25 UTC to Monday, 20 December 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:
[2256] #frenchtech,#women [2248] #fashiontech,#ehealth [2198] #women,#fashiontech [2189] #cx,#iot [2189] #iot,#frenchtech [2171] #ehealth,#insurtech [2141] #digital,#cx [2123] #datascientist,#digital [1833] #insurtech,#datascien [1808] chidambara09,#datascientist Top Word Pairs in Tweet in G1:
[1252] #frenchtech,#women [1244] #fashiontech,#ehealth [1220] #women,#fashiontech [1215] #cx,#iot [1215] #iot,#frenchtech [1204] #ehealth,#insurtech [1193] #digital,#cx [1183] #datascientist,#digital [1181] #insurtech,#datascien [1160] chidambara09,#datascientist Top Word Pairs in Tweet in G2:
[70] mitchzenger,synctrics [40] #futureofwork,#leadership [31] #ai,#aiio [31] #aiio,#bigdata [31] #bigdata,#ml [31] #ml,#nlu [31] #nlu,#futureofwork [30] people,analytics [30] #hr,bartender [29] #futureofwork,#hr Top Word Pairs in Tweet in G3:
[144] #motivation,#futureofwork [134] #futureofwork,#leadership [131] #worklife,#motivation [128] nicochan33,jblefevre60 [120] #leadership,#worklifebalance [86] jblefevre60,haroldsinnott [86] pascal_bornet,frronconi [85] haroldsinnott,pascal_bornet [84] humanized,#robots [84] #robots,nicochan33 Top Word Pairs in Tweet in G4:
[234] xkiosk,read [234] read,#xhashtag [234] #xhashtag,making [234] making,possible [234] possible,landowners [234] landowners,builders [234] builders,#metaverse [233] xhashtagio,xkiosk [233] #metaverse,dr [39] xpress,updates Top Word Pairs in Tweet in G5:
[26] future,work [13] bring,thinking [13] thinking,reinvent [13] reinvent,#futureofwork [12] bring,ideas [12] ideas,shape [12] shape,digital [12] digital,#futureofwork [10] caption,hashtag [10] hashtag,competition Top Word Pairs in Tweet in G6:
[971] #frenchtech,#women [971] #fashiontech,#ehealth [946] #women,#fashiontech [943] #cx,#iot [943] #iot,#frenchtech [935] #ehealth,#insurtech [916] #digital,#cx [908] #datascientist,#digital [621] #insurtech,#datascien [616] chidambara09,#datascientist Top Word Pairs in Tweet in G7:
[28] #livestream,friday [28] 11,30am [27] 30am,#bondex [27] #bondex,coo [27] coo,mripalomera [27] mripalomera,danidoesnotxist [25] friday,dec [25] dec,17th [25] 17th,11 [23] coming,next Top Word Pairs in Tweet in G8:
[69] artificial,intelligence [48] #nlp,#nlg [45] #nlg,#computervision [44] instagram,mekatronikplatform [44] mekatronikplatform,twitter [44] twitter,mekatronik_p [41] mekatronik_p,youtube [38] #ev,#futureofwork [36] youtube,mekatronikplatform [34] mikequindazzi,#nlp Top Word Pairs in Tweet in G9:
[15] 20,fastest [15] next,decade [14] fastest,growing [14] growing,jobs [14] jobs,next [14] decade,time [14] time,start [14] start,career [14] career,typist [13] evankirstel,20 Top Word Pairs in Tweet in G10:
[20] #tech,#technology [19] #technology,#technews [18] #innovation,#tech [16] #technews,#scienceandtechnology [13] #scienceandtechnology,#engineering [13] #engineering,#futureofwork [10] #robotics,#innovation [3] #robots,#robotics [3] gigadgets_,#innovation [3] ส,อง Top Replied-To in Entire Graph:
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Top Replied-To in G6:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G5:
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Top Tweeters in G10: