The graph represents a network of 3,245 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, 02 December 2019 at 03:26 UTC.
The requested start date was Monday, 02 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 5-hour, 42-minute period from Friday, 29 November 2019 at 07:36 UTC to Sunday, 01 December 2019 at 13:19 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 : 3245
Unique Edges : 6245
Edges With Duplicates : 3578
Total Edges : 9823
Number of Edge Types : 3
Mentions : 8496
Tweet : 1266
Replies to : 61
Self-Loops : 1266
Reciprocated Vertex Pair Ratio : 0.0185969156335047
Reciprocated Edge Ratio : 0.0365147691850972
Connected Components : 540
Single-Vertex Connected Components : 296
Maximum Vertices in a Connected Component : 2138
Maximum Edges in a Connected Component : 8432
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.093042
Graph Density : 0.000639986776583153
Modularity : 0.493037
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,245 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, 02 December 2019 at 03:26 UTC.
The requested start date was Monday, 02 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 5-hour, 42-minute period from Friday, 29 November 2019 at 07:36 UTC to Sunday, 01 December 2019 at 13:19 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:
[1941] gt,gt [438] mikequindazzi,gt [194] #iiot,#ai [167] gt,#ai [157] #robotics,#futureofwork [155] #security,#cybersecurity [153] #futureofwork,#iiot [153] #ai,#security [152] #cybersecurity,happens [151] happens,factories Top Word Pairs in Tweet in G1:
[1596] gt,gt [347] mikequindazzi,gt [125] gt,#ai [90] #iiot,#ai [88] top,100 [84] projected,economic [84] economic,value [84] value,#digitaltransformation [84] #digitaltransformation,top [84] 100,trillion Top Word Pairs in Tweet in G2:
[158] gt,gt [60] #iiot,#ai [58] #robotics,#futureofwork [58] #futureofwork,#iiot [58] #ai,#security [58] #security,#cybersecurity [57] #cybersecurity,happens [56] happens,factories [52] #fintech,#futureofwork [52] worklink,scopear Top Word Pairs in Tweet in G3:
[35] #jobsoffuture,#futureofwork [29] future,work [9] #futureofwork,#hr [8] #ar,#vr [7] gt,gt [6] prepare,#futureofwork [6] hrconfes,haroldsinnott [6] haroldsinnott,way [6] way,control [6] control,#augmentedreality Top Word Pairs in Tweet in G4:
[82] gt,gt [26] thx4rt,fr [26] fr,hrcurator [17] mikequindazzi,gt [16] #iiot,#ai [15] #robotics,#futureofwork [15] #futureofwork,#iiot [15] #ai,#security [15] #security,#cybersecurity [15] #cybersecurity,happens Top Word Pairs in Tweet in G5:
[83] gt,gt [40] way,control [40] control,#augmentedreality [40] #augmentedreality,world [40] world,#ar [40] #ar,#vr [40] #vr,#mr [40] #mr,#tech [40] #tech,#wearables [40] #wearables,#wearabletech Top Word Pairs in Tweet in G6:
[39] #futureofwork,adaptland [31] #futureofwork,together [27] building,#futureofwork [21] #gtl2019,#futureofwork [19] together,thanks [19] thanks,annemariemuntz [19] annemariemuntz,wecglobal [19] wecglobal,long [19] long,lasting [19] lasting,cooperation Top Word Pairs in Tweet in G7:
[20] people,taking [20] taking,holiday [20] holiday,loans [20] loans,shop [20] shop,#blackfriday [20] #blackfriday,#thanksgiving [20] #thanksgiving,many [20] many,thanks [20] thanks,nowthisnews [20] nowthisnews,#retailtech Top Word Pairs in Tweet in G8:
[50] angelicagallegs,yukarikingdom18 [50] yukarikingdom18,mhall55nine [50] mhall55nine,eoff_sylvia [50] eoff_sylvia,montynishimura [50] montynishimura,bperrionni [50] bperrionni,semicvet50 [50] semicvet50,brindusab1 [47] brindusab1,ritacobix [45] arnabch01,angelicagallegs [6] #futureofwork,#ai Top Word Pairs in Tweet in G9:
[27] #robotics,#futureofwork [27] #security,#cybersecurity [26] #futureofwork,#iiot [26] #iiot,#ai [26] #ai,#security [26] #cybersecurity,happens [26] happens,factories [24] factories,tomorrow [24] tomorrow,longer [24] longer,need Top Word Pairs in Tweet in G10:
[13] one,thing [13] thing,better [13] better,prepare [13] prepare,students [13] students,#futureofwork [13] #futureofwork,vote [13] vote,response [13] response,stay [12] oecd,one [12] stay,tuned Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: