The graph represents a network of 3,122 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, 28 December 2020 at 19:59 UTC.
The requested start date was Monday, 28 December 2020 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, 0-hour, 1-minute period from Friday, 25 December 2020 at 01:00 UTC to Monday, 28 December 2020 at 01:01 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 : 3122
Unique Edges : 4045
Edges With Duplicates : 16319
Total Edges : 20364
Number of Edge Types : 5
Retweet : 6128
MentionsInRetweet : 11406
Tweet : 1104
Mentions : 1698
Replies to : 28
Self-Loops : 1354
Reciprocated Vertex Pair Ratio : 0.0217132265325036
Reciprocated Edge Ratio : 0.0425035635609693
Connected Components : 426
Single-Vertex Connected Components : 259
Maximum Vertices in a Connected Component : 2361
Maximum Edges in a Connected Component : 19410
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.480203
Graph Density : 0.00079199389311849
Modularity : 0.254699
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3,122 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, 28 December 2020 at 19:59 UTC.
The requested start date was Monday, 28 December 2020 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, 0-hour, 1-minute period from Friday, 25 December 2020 at 01:00 UTC to Monday, 28 December 2020 at 01:01 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:
[642] #datascientist,#selfdrivingcars [527] #analytics,#ai [509] #futureofwork,#bigdata [499] #ai,#machinelearning [499] #bigdata,#analytics [442] #selfdrivingcars,#cloudcomputing [422] #cloudcomputing,#futureofwork [401] #analytics,#datascience [317] #iot,#iiot [301] #rstats,#linux Top Word Pairs in Tweet in G1:
[619] #datascientist,#selfdrivingcars [492] #futureofwork,#bigdata [484] #bigdata,#analytics [440] #analytics,#ai [429] #selfdrivingcars,#cloudcomputing [411] #cloudcomputing,#futureofwork [404] #ai,#machinelearning [390] #analytics,#datascience [276] #rstats,#linux [269] #datascience,#ai Top Word Pairs in Tweet in G2:
[131] way,grow [129] terenceleungsf,planting [129] planting,one [129] one,one [129] one,flooded [129] flooded,fields [129] fields,way [129] grow,rice [129] rice,#agritech [129] #agritech,#futureofwork Top Word Pairs in Tweet in G3:
[143] #jobsreset,#futureofwork [142] creativity,key [142] key,competing [142] competing,against [142] against,ai [142] ai,future [142] future,workforce [142] workforce,here's [141] intentional,learning [141] learning,important Top Word Pairs in Tweet in G4:
[44] way,grow [44] grow,rice [44] rice,#agritech [44] #agritech,#futureofwork [41] #futureofwork,jblefevre60 [33] #techforgood,#futureofwork [29] world,first [26] #futureofwork,xbond49 [25] #flyingcar,brings [25] brings,one Top Word Pairs in Tweet in G5:
[19] future,work [9] #future,#futureofwork [9] 2021,#futureofwork [8] study,released [8] released,economist [8] economist,intelligence [8] intelligence,unit [8] unit,eiu [8] eiu,assesses [8] assesses,readiness Top Word Pairs in Tweet in G6:
[104] complete,1st [104] 1st,intelligent [104] intelligent,highway [104] highway,#selfdrivingcars [103] #selfdrivingcars,#autonomousvehicles [103] #autonomousvehicles,2022 [103] 2022,xhnews [102] #china,complete [92] xhnews,mt [88] mvollmer1,#china Top Word Pairs in Tweet in G7:
[15] 120,millones [15] millones,trabajadores [15] trabajadores,mundo [15] mundo,necesitarán [15] necesitarán,volver [15] volver,capacitarse [15] capacitarse,próximos [15] próximos,debido [14] david_rp90,120 [9] #futureofwork,#machinelearning Top Word Pairs in Tweet in G8:
[32] people,analytics [25] mitchzenger,synctrics [13] transparent,people [13] hr,tech [10] companies,creating [10] creating,such [10] such,creepy [10] creepy,people [10] analytics,strategies [10] strategies,need Top Word Pairs in Tweet in G9:
[11] proceed,#sap [11] #sap,transformation [11] transformation,hybrid [11] hybrid,during [11] during,uncertain [11] uncertain,times [10] technative,proceed [7] business,recovery [7] recovery,digital [7] digital,workplace Top Word Pairs in Tweet in G10:
[3] watch,tune [3] tune,exchange [3] exchange,breakout [3] breakout,room [3] room,small [3] small,city [3] city,dreaming [2] tascplatform,watch [2] dreaming,#future [2] #newyork,#taxi Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: