The graph represents a network of 5,142 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, 24 August 2020 at 19:03 UTC.
The requested start date was Monday, 24 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, 22-minute period from Wednesday, 19 August 2020 at 00:04 UTC to Saturday, 22 August 2020 at 12:27 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 : 5142
Unique Edges : 6975
Edges With Duplicates : 12826
Total Edges : 19801
Number of Edge Types : 5
Tweet : 1710
Retweet : 4954
MentionsInRetweet : 9896
Mentions : 3172
Replies to : 69
Self-Loops : 1879
Reciprocated Vertex Pair Ratio : 0.0332495650492944
Reciprocated Edge Ratio : 0.0643592142188962
Connected Components : 912
Single-Vertex Connected Components : 518
Maximum Vertices in a Connected Component : 3103
Maximum Edges in a Connected Component : 16641
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.461338
Graph Density : 0.000404387785264563
Modularity : 0.416681
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,142 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, 24 August 2020 at 19:03 UTC.
The requested start date was Monday, 24 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, 22-minute period from Wednesday, 19 August 2020 at 00:04 UTC to Saturday, 22 August 2020 at 12:27 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:
[229] gt,gt [213] #aiio,#bigdata [213] #bigdata,#ml [204] #ai,#aiio [198] #ml,#nlu [191] #futureofwork,#innovation [173] #nlu,#futureofwork [142] future,work [125] artificial,intelligence [123] covid,19 Top Word Pairs in Tweet in G1:
[222] gt,gt [194] #aiio,#bigdata [194] #bigdata,#ml [188] #ai,#aiio [181] #ml,#nlu [158] #nlu,#futureofwork [95] haroldsinnott,#ai [86] artificial,intelligence [86] 2025,more [86] more,half Top Word Pairs in Tweet in G2:
[150] #futureofwork,#innovation [103] flying,taxi [84] #math,#stem [83] look,awesome [83] awesome,way [83] way,japanese [83] japanese,multiplication [83] multiplication,sapienti_s [82] robmay70,#math [82] sebbourguignon,nicochan33 Top Word Pairs in Tweet in G3:
[24] future,work [15] #futureofwork,#hr [10] remote,work [10] working,home [8] covid,19 [8] #futureofwork,#remotework [8] #covid19,pandemic [7] employee,experiences [7] remote,working [7] #remotework,#futureofwork Top Word Pairs in Tweet in G4:
[36] #cloud,#edge [35] #ai,#5g [35] #5g,#cloud [32] #iot,#sustainability [32] #sustainability,#ai [31] #iot,#futureofwork [29] #construction,#iot [26] #bigdata,#covid19 [26] needs,#hologram [26] #hologram,#ar Top Word Pairs in Tweet in G5:
[24] #futureofwork,#jobs [22] #jobs,#tech [19] #workforce,#futureofwork [17] #work,#workforce [17] #tech,#millennials [17] #training,#business [16] #millennials,#genz [16] #futureofhr,#futureofwork [15] #genz,#training [15] excited,welcome Top Word Pairs in Tweet in G6:
[20] first,stop [20] stop,boston [19] #futureofwork,#technology [19] #oracleroadtrip,officially [19] officially,underway [19] underway,first [19] boston,chatting [19] chatting,danschawbel [19] danschawbel,#ai [18] oracle,#oracleroadtrip Top Word Pairs in Tweet in G7:
[38] 2021,hubspot [38] hubspot,go [38] go,remote [38] remote,friendly [38] friendly,remote [38] remote,first [38] first,read [38] read,#futureofwork [38] #futureofwork,plan [38] plan,today Top Word Pairs in Tweet in G8:
[42] mitchzenger,synctrics [30] people,analytics [28] #hmglive,#futureofwork [27] hr,tech [24] fwdhumanity,#yanggang [23] #socialimpact,#sdgs [22] #yanggang,#ubi [21] #csr,#socialimpact [17] great,things [16] #csr,#covid19 Top Word Pairs in Tweet in G9:
[14] integrate,#digital [14] #digital,#workforce [14] #workforce,organization [14] organization,interesting [14] interesting,take [14] take,mayankjain01 [14] mayankjain01,itcinfotech [13] ceo,tyagarajan [13] achyutaghosh,integrate [11] watch,ceo Top Word Pairs in Tweet in G10:
[28] happy,125th [28] 125th,birthday [28] here's,look [28] look,origins [28] origins,organisation [27] birthday,international [27] international,cooperative [27] cooperative,alliance [27] alliance,here's [26] coopnews,happy Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: