The graph represents a network of 2,955 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, 23 December 2019 at 03:32 UTC.
The requested start date was Monday, 23 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, 9-hour, 26-minute period from Friday, 20 December 2019 at 15:34 UTC to Monday, 23 December 2019 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 : 2955
Unique Edges : 5696
Edges With Duplicates : 3140
Total Edges : 8836
Number of Edge Types : 4
Mentions : 1395
Tweet : 1100
MentionsInRetweet : 6278
Replies to : 63
Self-Loops : 1100
Reciprocated Vertex Pair Ratio : 0.0102091223448049
Reciprocated Edge Ratio : 0.0202118989405053
Connected Components : 504
Single-Vertex Connected Components : 286
Maximum Vertices in a Connected Component : 1897
Maximum Edges in a Connected Component : 7531
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.020249
Graph Density : 0.000702824012179992
Modularity : 0.500344
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,955 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, 23 December 2019 at 03:32 UTC.
The requested start date was Monday, 23 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, 9-hour, 26-minute period from Friday, 20 December 2019 at 15:34 UTC to Monday, 23 December 2019 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:
[2150] gt,gt [477] mikequindazzi,gt [410] #startups,#futureofwork [358] ravikikan,#startups [313] #futureofwork,gt [309] #machinelearning,#deeplearning [231] #futureofwork,#ai [218] #ai,#machinelearning [211] gt,#pwc [203] #pwc,mikequindazzi Top Word Pairs in Tweet in G1:
[705] gt,gt [150] mikequindazzi,gt [126] learn,singapore [126] singapore,teaches [126] teaches,math [126] math,wef [126] wef,#technology [126] #technology,#futureofwork [126] #futureofwork,#digitaltransformation [123] ronald_vanloon,learn Top Word Pairs in Tweet in G2:
[91] #artificialintelligence,#ai [66] fully,automated [66] automated,#robotic [66] #robotic,powered [66] powered,warehouse [66] #robot,#rpa [60] #ai,#robotics [58] #digitaltransformation,#futureofwork [55] #industry40,#4ir [54] gt,gt Top Word Pairs in Tweet in G3:
[17] #jobsoffuture,#futureofwork [15] future,work [9] hrconfes,david_green_uk [7] hr,dive [6] david_green_uk,stop [6] stop,hiring [6] hiring,bias [6] bias,don [6] don,ai [6] ai,take Top Word Pairs in Tweet in G4:
[1350] gt,gt [342] #startups,#futureofwork [307] mikequindazzi,gt [303] ravikikan,#startups [258] #machinelearning,#deeplearning [185] #futureofwork,gt [169] #ai,#machinelearning [166] #futureofwork,#ai [161] gt,#pwc [161] #pwc,mikequindazzi Top Word Pairs in Tweet in G5:
[35] tamaramccleary,#ai [24] #ai,#futureofwork [22] artificial,intelligence [15] #futureofwork,#jobs [15] soft,skills [15] workforce,#futureofwo [14] predictions,#futureofwork [12] #leadership,#entrepreneurs [12] jim,goodnight [12] goodnight,'godfather Top Word Pairs in Tweet in G6:
[17] #hr,#hcm [17] gt,gt [15] digital,transformation [12] check,'2020 [12] '2020,#hr [12] #hr,predictions' [12] predictions',special [12] special,digital [12] digital,hr [12] hr,leaders Top Word Pairs in Tweet in G7:
[21] passle,timothy_hughes [14] key,differences [14] differences,between [14] between,younger [14] younger,older [14] older,managers [14] managers,research [14] research,#futureofwork [12] mitsmr,key [10] dlaignite,#socialselling Top Word Pairs in Tweet in G8:
[13] need,degree [13] degree,talented [13] talented,need [13] need,job [13] job,degree [13] degree,way [13] way,measure [12] opptyatwork,need [9] employer,help [9] help,create Top Word Pairs in Tweet in G9:
[34] angelicagallegs,yukarikingdom18 [34] yukarikingdom18,mhall55nine [34] mhall55nine,eoff_sylvia [34] eoff_sylvia,montynishimura [34] montynishimura,bperrionni [34] bperrionni,semicvet50 [34] semicvet50,brindusab1 [34] brindusab1,ritacobix [32] arnabch01,angelicagallegs [5] mvollmer1,#robots Top Word Pairs in Tweet in G10:
[44] way,work [44] work,changing [40] talk,lot [40] lot,#futureofwork [40] #futureofwork,good [40] good,reason [40] reason,way [40] changing,organizations [39] citrix,talk [39] organizations,evolving Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: