The graph represents a network of 3,813 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, 09 May 2022 at 21:38 UTC.
The requested start date was Monday, 09 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 4-day, 3-hour, 57-minute period from Wednesday, 04 May 2022 at 20:03 UTC to Monday, 09 May 2022 at 00:01 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 : 3813
Unique Edges : 5045
Edges With Duplicates : 14976
Total Edges : 20021
Number of Edge Types : 5
Retweet : 5149
MentionsInRetweet : 9996
Mentions : 3272
Replies to : 152
Tweet : 1452
Self-Loops : 1743
Reciprocated Vertex Pair Ratio : 0.03886967926553
Reciprocated Edge Ratio : 0.0748307127281074
Connected Components : 633
Single-Vertex Connected Components : 344
Maximum Vertices in a Connected Component : 2516
Maximum Edges in a Connected Component : 18085
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.42632
Graph Density : 0.000599443170750971
Modularity : 0.343808
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,813 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, 09 May 2022 at 21:38 UTC.
The requested start date was Monday, 09 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 4-day, 3-hour, 57-minute period from Wednesday, 04 May 2022 at 20:03 UTC to Monday, 09 May 2022 at 00:01 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:
[1405] #100daysofcode,#codenewbie [1369] #codenewbie,#womenwhocode [1337] #womenwhocode,#programming [1336] #programming,#datascience [1059] #datascience,#academictwitter [645] #academictwitter,#machinelearning [547] gave,kred [545] kred,#influence [386] eli_krumova,gave [309] #ai,#ml Top Word Pairs in Tweet in G1:
[505] gave,kred [503] kred,#influence [347] eli_krumova,gave [250] #ai,#ml [237] #iot,#iiot [216] #codenewbie,#womenwhocode [214] #100daysofcode,#codenewbie [214] #womenwhocode,#programming [199] #programming,#datascience [165] #datascience,#academictwitter Top Word Pairs in Tweet in G2:
[101] #automation,#futureofwork [69] terenceleungsf,frronconi [60] #ai,#machinelearning [57] #machinelearning,#automation [55] watching,baggage [55] baggage,arrive [55] arrive,#singapore [55] #singapore,changi [55] changi,airport [55] airport,#ai Top Word Pairs in Tweet in G3:
[31] #futureofwork,#leadership [28] transformational,leadership [28] leadership,critical [28] critical,organizations [28] organizations,look [28] look,future [28] future,here's [28] here's,care [28] care,#futureofwork [28] #leadership,#futureofskills Top Word Pairs in Tweet in G4:
[58] passle,timothy_hughes [53] timothy_hughes,dlaignite [47] #leadership,#futureofwork [42] dlaignite,#socialselling [38] #futureofwork,#leadership [38] #socialselling,#digitalselling [29] #digitalselling,#leadership [28] #futureofwork,#digitaltransformation [27] future,work [20] digital,transformation Top Word Pairs in Tweet in G5:
[1187] #100daysofcode,#codenewbie [1149] #codenewbie,#womenwhocode [1133] #programming,#datascience [1119] #womenwhocode,#programming [890] #datascience,#academictwitter [548] #academictwitter,#machinelearning [158] #machinelearning,#serverless [154] #iotpl,#rstats [152] #serverless,#ml [152] #ml,#iotpl Top Word Pairs in Tweet in G6:
[75] #futureofwork,#digital [72] #motivation,#futureofwork [64] antgrasso,#motivation [59] #nlp,#nlg [57] #nlg,#computervision [53] road,#success [53] #success,antgrasso [50] digital,workforce [49] workforce,exponential [49] exponential,growth Top Word Pairs in Tweet in G7:
[42] skills,required [42] required,future [42] future,world [42] world,work [42] work,ones [42] ones,research [42] research,reveals [42] reveals,56 [42] 56,distinct [42] distinct,elements Top Word Pairs in Tweet in G8:
[11] registration,open [11] open,hybrid [11] hybrid,2022 [11] 2022,chiwork [11] chiwork,annual [11] annual,meeting [11] meeting,attendees [11] attendees,register [11] register,person [10] chiworksymp,registration Top Word Pairs in Tweet in G9:
[146] #cx,#custserv [131] #custserv,#ex [118] #ex,#rox [83] #rox,#experienceeconomy [55] #experienceeconomy,#futureofwork [44] #futureofwork,#futureback [42] #infinitejourneys,#designthinking [42] #defi,#daos [42] #daos,#nfts [39] #futureback,#infinitejourneys Top Word Pairs in Tweet in G10:
[13] full,#scope [13] #scope,#futureofwork [9] hybrid,work [8] #workspaces,#sharedworkspace [5] #coworking,#futureofwork [5] open,seat [5] seat,available [5] available,bangalore [5] bangalore,central [5] central,#flexioffice Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: