The graph represents a network of 8,849 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, 03 December 2020 at 01:39 UTC.
The tweets in the network were tweeted over the 7-day, 20-hour, 53-minute period from Wednesday, 25 November 2020 at 03:18 UTC to Thursday, 03 December 2020 at 00:11 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 : 8849
Unique Edges : 34718
Edges With Duplicates : 44709
Total Edges : 79427
Number of Edge Types : 5
Mentions : 10439
Retweet : 11598
MentionsInRetweet : 53344
Tweet : 3391
Replies to : 655
Self-Loops : 3851
Reciprocated Vertex Pair Ratio : 0.0378121573882324
Reciprocated Edge Ratio : 0.0728689813836655
Connected Components : 1413
Single-Vertex Connected Components : 898
Maximum Vertices in a Connected Component : 5974
Maximum Edges in a Connected Component : 75256
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.136607
Graph Density : 0.00054405111518409
Modularity : 0.340297
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 8,849 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, 03 December 2020 at 01:39 UTC.
The tweets in the network were tweeted over the 7-day, 20-hour, 53-minute period from Wednesday, 25 November 2020 at 03:18 UTC to Thursday, 03 December 2020 at 00:11 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 : TwitterSearch
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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1075] #ai,#ml [906] #iot,#iiot [697] future,work [661] #ar,#vr [642] #ai,#iot [554] #analytics,#datascience [550] #bigdata,#analytics [546] #ai,#machinelearning [526] #datascience,#ai [498] #futureofwork,#digitaltransformation Top Word Pairs in Tweet in G1:
[387] cc,pawlowskimario [372] #bigdata,#ml [372] #nlu,#futureofwork [370] #ml,#nlu [367] #aiio,#bigdata [363] #ai,#iot [341] #iot,#iiot [334] #ai,#ml [331] #futureofwork,#robotics [330] #ai,#futureofwork Top Word Pairs in Tweet in G2:
[714] #ai,#ml [537] #iot,#iiot [431] #bigdata,#analytics [420] #analytics,#datascience [407] #coding,#100daysofcode [394] #cloudcomputing,#serverless [394] #100daysofcode,#python [376] #javascript,#reactjs [366] #datascience,#ai [359] #python,#java Top Word Pairs in Tweet in G3:
[90] future,work [45] #leadership,#futureofwork [41] next,normal [39] find,out [37] work,next [34] events,2020 [29] really,want [26] learn,more [24] reimagining,#futureofwork [24] remote,work Top Word Pairs in Tweet in G4:
[35] best,practices [31] latest,trends [28] 10,pt [28] trends,insights [28] insights,best [28] practices,help [28] help,transform [28] transform,#workforcemanagement [28] #workforcemanagement,strategy [27] check,out Top Word Pairs in Tweet in G5:
[81] #futuretrends,#futureofwork [81] #futureofwork,#futurejobs [44] #keynotespeaker,#futuretrends [44] #futurejobs,#futuriststrategy [37] #foresight,#predictions [37] #predictions,#futuretrends [37] #futurejobs,#keynotespeaker [31] #keynotespeaker,#futuriststrategy [24] #coworkingeu,#cwe2020 [23] #futureofwork,#remotework Top Word Pairs in Tweet in G6:
[116] future,work [68] #regtech,ume_kyd [68] #fund,#distributors [65] award,#regtech [62] gt,gt [60] #distributors,#futureofwork [57] antgrasso,antgrasso_it [57] #dataanalytics,award [57] ume_kyd,#duediligence [57] #duediligence,#fund Top Word Pairs in Tweet in G7:
[28] _ctei,iheid [26] #futureofwork,summit [24] iheid,ilo [24] future,work [23] #ai,#artificialintelligence [19] swiss_un,_ctei [16] baldwinre,gtp_trade [16] dec,4 [14] 00,cet [13] long,life Top Word Pairs in Tweet in G8:
[201] #ar,#vr [201] #artificialintelligence,#datascience [201] #wearables,#futureofwork [200] #tech,#robotics [200] #robotics,#drones [200] #drones,#ai [200] #ai,#ar [200] #vr,#iot [200] #iot,#technology [200] #technology,#artificialintelligence Top Word Pairs in Tweet in G9:
[72] #iot,#futureofwork [43] #robotics,#automation [43] #onlinecommunity,#analytics [43] #analytics,#microsoft [43] #yammer,#futureofwork [42] #digital,#tech [42] #futureofwork,#digital [42] #futureofwork,#esnchat [42] #esnchat,#employeeengagement [41] #automation,#iot Top Word Pairs in Tweet in G10:
[27] #humancentric,#futureofwork [27] #futureofwork,#qvt [27] #qvt,#rh [27] #rh,#management [23] #loptimismepro,#humancentric [22] conference,#futureofwork [20] #thenextgenenterprise,#futureofwork [15] today,annual [13] retail,wholesale [12] #futureofwork,#reinventingorganizations Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: