The graph represents a network of 5,864 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 10,000 tweets. The network was obtained from Twitter on Thursday, 16 April 2020 at 09:21 UTC.
The tweets in the network were tweeted over the 3-day, 13-hour, 52-minute period from Sunday, 12 April 2020 at 18:54 UTC to Thursday, 16 April 2020 at 08:47 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 : 5864
Unique Edges : 21598
Edges With Duplicates : 19627
Total Edges : 41225
Number of Edge Types : 5
MentionsInRetweet : 32815
Mentions : 5136
Retweet : 1512
Tweet : 1463
Replies to : 299
Self-Loops : 1526
Reciprocated Vertex Pair Ratio : 0.0205507105943152
Reciprocated Edge Ratio : 0.0402737666653479
Connected Components : 705
Single-Vertex Connected Components : 370
Maximum Vertices in a Connected Component : 4281
Maximum Edges in a Connected Component : 39287
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.902302
Graph Density : 0.000735210452210419
Modularity : 0.373626
NodeXL Version : 1.0.1.430
Data Import : The graph represents a network of 5,864 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 10,000 tweets. The network was obtained from Twitter on Thursday, 16 April 2020 at 09:21 UTC.
The tweets in the network were tweeted over the 3-day, 13-hour, 52-minute period from Sunday, 12 April 2020 at 18:54 UTC to Thursday, 16 April 2020 at 08:47 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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[6269] gt,gt [879] mikequindazzi,gt [770] #ar,#vr [694] #ai,#ar [655] mikequindazzi,#ai [649] gt,#ai [594] gt,video [555] combines,volumetrically [552] volumetrically,captured [551] #spatialcomputing,combines Top Word Pairs in Tweet in G1:
[1375] gt,gt [264] #ai,#iot [255] #futureofwork,cc [243] #ai,#futureofwork [235] wef,mikequindazzi [229] mikequindazzi,#ai [208] andi_staub,jblefevre60 [208] #robotics,#futureofwork [199] mikequindazzi,gt [190] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[186] gt,gt [149] #futureofwork,#innovation [136] #socialselling,#digitalselling [134] dlaignite,#socialselling [107] #digitalselling,#leadership [103] covid,19 [89] #leadership,#futureofwork [81] #covid19,#covid_19 [81] passle,timothy_hughes [81] timothy_hughes,dlaignite Top Word Pairs in Tweet in G3:
[2798] gt,gt [446] mikequindazzi,gt [416] #ar,#vr [356] gt,video [314] #ai,#ar [310] #coronavirus,#iot [310] time,telepresence [310] combines,volumetrically [310] volumetrically,captured [308] telepresence,#spatialcomputing Top Word Pairs in Tweet in G4:
[26] future,work [23] #futureofwork,#hr [15] more,important [15] #future,#futureofwork [14] face,uncertainty [14] uncertainty,balancing [14] balancing,#economics [14] #economics,empathy [14] empathy,#business [14] #business,people Top Word Pairs in Tweet in G5:
[1709] gt,gt [327] #4ir,#video [282] mikequindazzi,#ai [259] #smm,#defstar5 [253] #defstar5,#makeyourownlane [246] #bigdata,#cybersecurity [245] #ai,#ar [238] #deeplearning,#computervision [237] #machinelearning,#mpgvip [237] #mpgvip,#deeplearning Top Word Pairs in Tweet in G6:
[167] mitchzenger,synctrics [71] people,analytics [51] #peopleanalytics,#futureofwork [42] hr,tech [34] opinion,opinion [30] synctrics,#futureofwork [30] #futureofwork,#hrtech [30] #hrtech,#edchat [28] gt,gt [27] #synchronize,#peopleanalytics Top Word Pairs in Tweet in G7:
[102] gt,gt [88] #emergingtech,#robotics [88] #robotics,#drones [86] #vr,#ar [80] wef,#healthtech [79] 10,jobs [79] jobs,exist [79] exist,10 [79] 10,years [79] years,ago Top Word Pairs in Tweet in G8:
[20] #csr,#socialimpact [20] #socialimpact,#sdgs [17] #ubi,#futureofwork [17] #sdgs,#yanggang [17] #yanggang,#humanityfirst [13] #futureofwork,#hrtech [12] volunteer,community [12] community,app [12] open,letter [12] letter,sap Top Word Pairs in Tweet in G9:
[48] #sustainability,#futureofwork [38] #leadership,#agilehr [35] #talent,#leadership [26] #futureofwork,#employeeexperiences [24] #futureofwork,#talent [18] #employeeexperiences,#talentdevelopment [18] #talentdevelopment,#leadership [18] gt,gt [15] #talento,#liderazgo [15] #agilehr,#digitaltransformation Top Word Pairs in Tweet in G10:
[48] #futureofwork,#jobs [39] current,#ai [39] #ai,news [39] news,stats [39] stats,forbes [39] forbes,highlights [39] highlights,#futureofwork [39] #futureofwork,long [39] long,coronavirus [39] coronavirus,pandemic Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G10: