The graph represents a network of 4,360 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, 26 April 2021 at 19:19 UTC.
The requested start date was Monday, 26 April 2021 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, 3-hour, 39-minute period from Thursday, 22 April 2021 at 20:21 UTC to Monday, 26 April 2021 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 : 4360
Unique Edges : 6845
Edges With Duplicates : 14068
Total Edges : 20913
Number of Edge Types : 5
Mentions : 3108
Replies to : 259
Retweet : 5137
MentionsInRetweet : 10909
Tweet : 1500
Self-Loops : 1715
Reciprocated Vertex Pair Ratio : 0.032919800722868
Reciprocated Edge Ratio : 0.0637412521278608
Connected Components : 678
Single-Vertex Connected Components : 414
Maximum Vertices in a Connected Component : 3001
Maximum Edges in a Connected Component : 18935
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.170928
Graph Density : 0.000556372874007379
Modularity : 0.349114
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,360 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, 26 April 2021 at 19:19 UTC.
The requested start date was Monday, 26 April 2021 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, 3-hour, 39-minute period from Thursday, 22 April 2021 at 20:21 UTC to Monday, 26 April 2021 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:
[235] #rstats,#reactjs [224] #cloudcomputing,#futureofwork [190] #datascience,#cloudcomputing [185] #futureofwork,#bigdata [178] #datascientist,#datascience [175] artificial,intelligence [174] #futureofwork,#leadership [170] #bigdata,#ml [167] nicochan33,mvollmer1 [164] #iot,#iiot Top Word Pairs in Tweet in G1:
[207] #rstats,#reactjs [192] #cloudcomputing,#futureofwork [160] #datascience,#cloudcomputing [159] #futureofwork,#bigdata [153] #datascientist,#datascience [144] nicochan33,mvollmer1 [139] #iot,#iiot [138] #ai,#python [134] #analytics,#ai [133] #python,#rstats Top Word Pairs in Tweet in G2:
[146] #ai,#aiio [143] artificial,intelligence [139] #bigdata,#ml [136] #aiio,#bigdata [135] #ml,#nlu [132] #nlu,#futureofwork [86] #futureofwork,#leadership [72] #ai,#artificialintelligence [67] #ai,#futureofwork [56] guzmand,tamaramccleary Top Word Pairs in Tweet in G3:
[22] #worklab,#futureofwork [22] future,work [21] research,proves [21] proves,brain [21] brain,needs [21] needs,breaks [19] breaks,#worklab [16] #remotework,#futureofwork [11] remote,work [10] learn,more Top Word Pairs in Tweet in G4:
[75] #futureofwork,#skills [69] yuhelenyu,sallyeaves [52] human,skills [52] skills,stevestuwill [52] stevestuwill,#futureofwork [52] #skills,sebbourguignon [52] sebbourguignon,ragusosergio [52] ragusosergio,segundoatdell [52] segundoatdell,nicochan33 [48] dahl_consult,nevillegaunt Top Word Pairs in Tweet in G5:
[6] drumeshprabhu,bullyingalberta [4] bullyingalberta,judithcarmody1 [4] judithcarmody1,thenicoleneuman [4] thenicoleneuman,matthijsseamy [3] matthijsseamy,laura_corbeth [3] laura_corbeth,speakupatwork [3] speakupatwork,garynamie [2] nursedomsimpson,tompmarshall [2] tompmarshall,drumeshprabhu [2] braincures,peapeaspot Top Word Pairs in Tweet in G6:
[43] #futureofwork,#leadership [22] more,#futureofwork [20] #nonprofit,#csr [20] #yanggang,#ubi [18] #nonprofits,#nonprofit [17] learn,more [15] organization,struggling [15] struggling,collaborate [15] collaborate,#futureofwork [15] #digitaltransformation,#businessagility Top Word Pairs in Tweet in G7:
[42] efx,effectaix [29] changing,#futureofwork [26] hit,100k [26] meantime,diversify [24] surely,comeback [24] comeback,hit [23] #btc,surely [21] #bsc,amazing [21] amazing,such [21] such,#futureofwork Top Word Pairs in Tweet in G8:
[10] hybrid,work [9] today,shared [9] shared,re [9] re,evolving [9] evolving,hybrid [9] work,strategy [9] strategy,160 [9] 160,000 [9] 000,employees [9] employees,around Top Word Pairs in Tweet in G9:
[14] #futureofwork,#leadership [5] each,leader [5] ve,learned [3] one,thing [3] leader,unique [3] unique,ve [3] learned,something [3] better,feedback [3] learn,best [3] best,leadership Top Word Pairs in Tweet in G10:
[11] #futureofwork,#wkdev [10] #futureofwork,#longla [10] #edtech,#futureofwork [10] missing,piece [10] piece,skills [10] skills,gap [10] gap,puzzle [10] puzzle,#associations [10] #associations,heatherwetzler [10] cue_career,#asae21 Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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