The graph represents a network of 4,836 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, 03 August 2020 at 19:03 UTC.
The requested start date was Monday, 03 August 2020 at 00:01 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, 12-hour, 0-minute period from Thursday, 30 July 2020 at 12:00 UTC to Monday, 03 August 2020 at 00:00 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 : 4836
Unique Edges : 7312
Edges With Duplicates : 15909
Total Edges : 23221
Number of Edge Types : 5
Mentions : 5273
Replies to : 100
Tweet : 1430
Retweet : 5047
MentionsInRetweet : 11371
Self-Loops : 1688
Reciprocated Vertex Pair Ratio : 0.0355233348436792
Reciprocated Edge Ratio : 0.0686094337971471
Connected Components : 745
Single-Vertex Connected Components : 400
Maximum Vertices in a Connected Component : 3111
Maximum Edges in a Connected Component : 20299
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.376103
Graph Density : 0.00048870800947393
Modularity : 0.368518
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 4,836 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, 03 August 2020 at 19:03 UTC.
The requested start date was Monday, 03 August 2020 at 00:01 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, 12-hour, 0-minute period from Thursday, 30 July 2020 at 12:00 UTC to Monday, 03 August 2020 at 00:00 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:
[522] gt,gt [229] #iot,#ai [225] future,work [204] #ml,#nlu [200] #futureofwork,#innovation [194] #ai,#aiio [189] #aiio,#bigdata [189] #bigdata,#ml [172] #nlu,#futureofwork [159] #innovation,#robotics Top Word Pairs in Tweet in G1:
[184] #futureofwork,#innovation [110] #innovation,#robotics [109] home,innovations [109] #innovation,#smarthome [109] #innovation,#futureofwork [82] #saturdaythoughts,brilliant [82] brilliant,home [82] innovations,mt [82] mt,larrykim [82] larrykim,#futureofwork Top Word Pairs in Tweet in G2:
[480] gt,gt [148] #iot,#ai [98] #machinelearning,#deeplearning [96] #4ir,#iot [96] truck,drivers [96] drivers,work [94] #driverlesscars,#iiot [90] disruptive,factors [89] many,companies [85] according,research Top Word Pairs in Tweet in G3:
[29] future,work [24] sci,fi [23] gattaca,metropolis [23] metropolis,total [23] total,recall [23] recall,sci [23] fi,films [23] films,commenting [23] commenting,#futureofwork [23] #futureofwork,decades Top Word Pairs in Tweet in G4:
[37] #futureofwork,#leadership [27] #futureofwork,#career [26] #empathy,critical [25] during,time [25] #futureofwork,#hr [23] future,work [22] people,analytics [22] keep,employees [20] communicating,#empathy [20] critical,during Top Word Pairs in Tweet in G5:
[71] #ml,#nlu [70] #aiio,#bigdata [70] #bigdata,#ml [69] #ai,#aiio [55] #nlu,#futureofwork [33] #artificialintelligence,#ai [22] #iot,#futureofwork [22] #futureofwork,#bigdata [21] #automation,#robotics [21] #bigdata,#ai Top Word Pairs in Tweet in G6:
[123] angelicagallegs,yukarikingdom18 [123] yukarikingdom18,mhall55nine [123] mhall55nine,eoff_sylvia [115] marinella_maria,mariangelasant8 [109] frisesally,marinella_maria [77] sminaev2015,frisesally [75] mariangelasant8,angelicagallegs [71] eoff_sylvia,mont [63] arnabch01,sminaev2015 [40] mariangelasant8,sminaev2015 Top Word Pairs in Tweet in G7:
[50] #iot,#ai [47] #cx,#ux [47] #ux,#iot [46] #ai,#futurist [43] #futurist,#futureofwork [27] #businesstransformation,#businessagility [27] #businessagility,#cx [27] #futureofwork,ubinetus [27] ubinetus,interactionsinc [27] interactionsinc,#thingcoin Top Word Pairs in Tweet in G8:
[11] #futureofwork,#tech [10] way,work [10] work,done [10] done,changed [10] changed,atlassian [10] atlassian,recently [10] recently,announced [10] announced,upgrades [10] upgrades,confluence [10] confluence,trello Top Word Pairs in Tweet in G9:
[29] #leadership,#entrepreneurs [12] #entrepreneurs,#futureofwork [10] catch,conversation [10] conversation,polycompany [10] polycompany,#cro [10] #cro,carl_wiese [10] hear,views [10] views,evolution [10] servicenow,toasts [10] toasts,earnings Top Word Pairs in Tweet in G10:
[15] more,workers [15] workers,being [15] being,told [15] told,required [15] required,return [15] return,office [15] office,many [15] many,surprised [15] surprised,learn [15] learn,ve 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 G6:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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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: