The graph represents a network of 487 Twitter users whose recent tweets contained "futureofwork", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 10 January 2019 at 14:32 UTC.
The tweets in the network were tweeted over the 51-minute period from Thursday, 10 January 2019 at 13:40 UTC to Thursday, 10 January 2019 at 14:32 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.
Vertices : 487
Unique Edges : 1033
Edges With Duplicates : 737
Total Edges : 1770
Self-Loops : 102
Reciprocated Vertex Pair Ratio : 0.023936170212766
Reciprocated Edge Ratio : 0.0467532467532468
Connected Components : 86
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 270
Maximum Edges in a Connected Component : 1479
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.060468
Graph Density : 0.00487996552336046
Modularity : 0.447833
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[112] gt,gt [35] via,mikequindazzi [30] ai,ml [30] ml,dl [30] ai,futureofwork [29] ar,iot [27] 5g,ar [25] iot,cc [25] ai,robotics [25] futureofwork,iot Top Word Pairs in Tweet in G1:
[13] digitaltransformation,futureofwork [12] gt,gt [10] via,antgrasso [9] tamaramccleary,psb_dc [9] psb_dc,info_data_mgmt [9] info_data_mgmt,jolaburnett [9] jolaburnett,pamjeffords [8] ai,digitaltransformation [7] link,gt [7] futureofwork,join Top Word Pairs in Tweet in G2:
[25] ar,iot [24] ml,dl [23] iot,cc [23] 5g,ar [22] ai,ml [18] mikequindazzi,jblefevre60 [17] futureofwork,iot [17] jblefevre60,evankirstel [16] ces2019,ces [16] dl,futureofwork Top Word Pairs in Tweet in G3:
[77] gt,gt [19] via,mikequindazzi [15] mikequindazzi,diioannid [14] mikequindazzi,gt [13] dinisguarda,grattonboy [12] tech,iot [12] mclynd,mikequindazzi [12] rtehrani,gvalan [10] gt,ai [10] iot,ai Top Word Pairs in Tweet in G4:
[4] futureofwork,disruption [4] disruption,tech [4] tech,trends [2] gen,z [2] z,shaping [2] shaping,future [2] future,learning [2] learning,futureofwork [2] want,want [2] want,work Top Word Pairs in Tweet in G5:
[20] gt,gt [8] via,mikequindazzi [5] mikequindazzi,ai [5] ai,ar [5] ar,vr [3] 11,emergingtech [3] emergingtech,solutions [3] solutions,augmenting [3] augmenting,human [3] human,cognition Top Word Pairs in Tweet in G6:
[9] mitsloanhea,futureofwork [5] hea_irl,futureofwork [4] minister,mitchelloconnor [4] futureofwork,conference [4] work,future [4] conference,mitsloanhea [3] futureofwork,tomkochan [3] tomkochan,presented [3] presented,changing [3] changing,workplace Top Word Pairs in Tweet in G7:
[22] ai,robotics [20] remote,controlled [20] controlled,life [20] life,preserver [20] preserver,reach [20] reach,victims [20] victims,faster [20] faster,further [20] further,away [20] away,water Top Word Pairs in Tweet in G8:
[8] hr,tech [6] tech,hrm [6] hrm,bigdata [6] bigdata,futureofwork [6] futureofwork,futurehr [6] futurehr,digital [6] digital,work [6] work,hrtech [4] nine,dimensions [4] dimensions,excellence Top Word Pairs in Tweet in G9:
[3] mercer,futureofwork [3] change,processes [3] processes,amp [3] amp,practices [3] practices,people [3] people,achieve [3] achieve,genderparity [3] genderparity,pat_milligan1 [3] pat_milligan1,shares [3] shares,ways Top Word Pairs in Tweet in G10:
[4] cc,janinakugel [2] view,company [2] company,through [2] through,digitalnative [2] digitalnative,s [2] s,eyes [2] eyes,millennials [2] millennials,genz [2] genz,140 [2] 140,million Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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: