The graph represents a network of 3,254 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, 23 May 2022 at 21:39 UTC.
The requested start date was Monday, 23 May 2022 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, 7-hour, 33-minute period from Thursday, 19 May 2022 at 16:26 UTC to Monday, 23 May 2022 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 : 3254
Unique Edges : 5043
Edges With Duplicates : 15270
Total Edges : 20313
Number of Edge Types : 5
MentionsInRetweet : 10317
Mentions : 2972
Retweet : 5301
Tweet : 1543
Replies to : 180
Self-Loops : 1713
Reciprocated Vertex Pair Ratio : 0.0430201931518876
Reciprocated Edge Ratio : 0.0824915824915825
Connected Components : 514
Single-Vertex Connected Components : 290
Maximum Vertices in a Connected Component : 2261
Maximum Edges in a Connected Component : 18912
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.317541
Graph Density : 0.000785620610996686
Modularity : 0.323451
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,254 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, 23 May 2022 at 21:39 UTC.
The requested start date was Monday, 23 May 2022 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, 7-hour, 33-minute period from Thursday, 19 May 2022 at 16:26 UTC to Monday, 23 May 2022 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:
[1824] #100daysofcode,#codenewbie [1791] #codenewbie,#womenwhocode [1788] #womenwhocode,#programming [1727] #programming,#datascience [1386] #datascience,#academictwitter [1040] #academictwitter,#machinelearning [399] gave,kred [394] kred,#influence [283] eli_krumova,gave [251] #remotework,#remotejobs Top Word Pairs in Tweet in G1:
[90] #futureofwork,#tech [81] #tech,#innovation [74] #innovation,#datascience [73] enabled,#smart [73] #smart,#offices [73] #offices,creating [73] creating,people [73] people,centric [73] centric,#work [73] #work,places Top Word Pairs in Tweet in G2:
[84] #ai,#aiio [84] #aiio,#bigdata [84] #bigdata,#ml [82] #ml,#nlu [75] #cx,#custserv [72] #nlu,#futureofwork [69] #custserv,#ex [65] #ex,#rox [58] #ev,#futureofwork [54] mikequindazzi,#ev Top Word Pairs in Tweet in G3:
[1797] #100daysofcode,#codenewbie [1762] #codenewbie,#womenwhocode [1758] #womenwhocode,#programming [1701] #programming,#datascience [1362] #datascience,#academictwitter [1021] #academictwitter,#machinelearning [360] gave,kred [356] kred,#influence [244] eli_krumova,gave [242] #machinelearning,#serverless Top Word Pairs in Tweet in G4:
[28] future,work [11] bring,thinking [11] thinking,reinvent [11] reinvent,#futureofwork [9] #hr,#work [9] #hr,#humanresources [8] work,#futureofwork [8] bring,ideas [8] ideas,shape [8] shape,digital Top Word Pairs in Tweet in G5:
[21] unleashgroup,america [21] 21st,century [21] century,workforce [21] workforce,solving [20] future,work [20] america,25th [20] 25th,26th [20] miss,chro [20] chro,panel [20] panel,21st Top Word Pairs in Tweet in G6:
[30] instagram,mekatronikplatform [30] mekatronikplatform,twitter [30] twitter,mekatronik_p [30] mekatronik_p,youtube [26] skills,required [26] youtube,mekatronikplatform [25] required,future [25] future,world [25] world,work [25] work,ones Top Word Pairs in Tweet in G7:
[25] learn,more [24] 10,resilience [24] resilience,statements [24] statements,mwbuckingham [24] mwbuckingham,learn [24] more,#futureofwork [24] #futureofwork,#leadership [23] #leadership,#management [23] changes,workplace [23] workplace,behavior Top Word Pairs in Tweet in G8:
[15] #hybridwork,#futureofwork [13] hybrid,work [11] eli_krumova,gave [11] gave,kred [10] kred,#influence [10] #influence,#datascience [8] #hybrid,#hybridwork [7] work,future [7] #datascience,#ai [6] mvollmer1,different Top Word Pairs in Tweet in G9:
[54] mitchzenger,synctrics [43] need,create [38] great,things [23] #futureofwork,#leadership [23] cripple,creativity [23] creativity,always [23] always,trying [23] trying,fit [23] fit,need [23] create,more Top Word Pairs in Tweet in G10:
[27] #ethereum,#eth [25] #eth,#erc20 [25] #erc20,#ethereumnfts [25] sypecom,love [25] love,#nfts [25] #nfts,drive [25] drive,utility [25] utility,value [25] value,communities [25] communities,wonderpals Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G7:
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Top Tweeters in G10: