The graph represents a network of 3,546 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 December 2022 at 22:44 UTC.
The requested start date was Monday, 26 December 2022 at 01:01 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 6-day, 4-hour, 55-minute period from Monday, 19 December 2022 at 20:00 UTC to Monday, 26 December 2022 at 00:55 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 : 3546
Unique Edges : 3882
Edges With Duplicates : 14059
Total Edges : 17941
Number of Edge Types : 5
MentionsInRetweet : 7594
Mentions : 3737
Retweet : 4461
Tweet : 2068
Replies to : 81
Self-Loops : 2870
Reciprocated Vertex Pair Ratio : 0.0455723212924859
Reciprocated Edge Ratio : 0.0871720116618076
Connected Components : 592
Single-Vertex Connected Components : 374
Maximum Vertices in a Connected Component : 2418
Maximum Edges in a Connected Component : 16050
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.200462
Graph Density : 0.000545719088315009
Modularity : 0.29825
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,546 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 December 2022 at 22:44 UTC.
The requested start date was Monday, 26 December 2022 at 01:01 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 6-day, 4-hour, 55-minute period from Monday, 19 December 2022 at 20:00 UTC to Monday, 26 December 2022 at 00:55 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:
[315] #ai,#ml [297] #iot,#iiot [280] #ai,#artificialintelligence [275] #ar,#vr [264] visit,website [259] #ai,#machinelearning [257] #remotework,#remotejobs [256] #bigdata,#analytics [244] #wfh,#remoteworking [235] #workfromhome,#wfh Top Word Pairs in Tweet in G1:
[110] #futureofwork,#job [107] #leaders,#futureofwork [102] #bigdata,#analytics [102] #tech,#innovation [101] needed,drive [101] drive,#digitaltransformation [101] soft,#skills [101] #skills,needed [100] #job,#tech [94] #digitaltransformation,#leaders Top Word Pairs in Tweet in G2:
[277] #ai,#ml [271] #iot,#iiot [246] #ar,#vr [204] #hx,#xr [196] #iiot,#iotpl [187] kred,#influence [187] gave,kred [171] #cx,#custserv [159] #iotpl,#iotcl [143] #machinelearning,#ai Top Word Pairs in Tweet in G3:
[110] #remotework,#remotejobs [106] #workfromhome,#wfh [106] #remoteworking,#futureofwork [105] #wfh,#remoteworking [105] #remotejobs,#workfromhome [97] apply,#remotework [87] remote,job [32] future,work [31] #areyouready,#creatingthefuture [31] #futureofwork,#readyfornext Top Word Pairs in Tweet in G4:
[54] #futureofwork,#leadership [24] tamaramccleary,#futureofwork [20] #futureofwork,#hr [20] vision,#futureofwork [19] #futureofwork,ravinjesuthasan [19] re,headed [19] #agile,flexible [19] ravinjesuthasan,shares [19] #wef23,bold [19] breakfast,event Top Word Pairs in Tweet in G5:
[156] #ai,#artificialintelligence [116] #mi,#robotics [91] #artificialintelligence,#mi [65] gigadgets_,#ai [46] #ai,#machinelearning [43] #tech,#technology [41] #automation,#futureofwork [39] #futureofwork,#tech [39] #innovation,#futureofwork [38] #machinelearning,#artificialintelligence Top Word Pairs in Tweet in G6:
[263] visit,website [183] website,make [177] trust,sumiconline [174] sumiconline,genuine [171] genuine,quality [151] save,big [151] big,visit [149] products,save [149] quality,products [93] kusasirajoan1,trust Top Word Pairs in Tweet in G7:
[36] #ai,#policies [36] #gdpr,#aiact [36] #policies,#gdpr [36] #fintech,#ai [36] discussing,#ai [31] #jenshenrikjeppesen,#chandlermorse [31] guests,#jenshenrikjeppesen [31] workday,guests [31] #aiact,workday [30] spirosmargaris,discussing Top Word Pairs in Tweet in G8:
[46] #5g,#cloud [36] #cloud,#edge [35] #ai,#5g [24] #sustainability,#futureofwork [20] #edge,#futureofwork [18] #iot,#sustainability [16] #sustainability,#ai [16] future,work [15] smedley,show [15] peggy,smedley Top Word Pairs in Tweet in G9:
[31] big,idea [31] idea,report [30] behind,scenes [30] holgermu,behind [30] forbes,#futureofwork [30] salesforce,genie [30] seen,big [27] scenes,genius [27] genius,salesforce [23] report,constellationr Top Word Pairs in Tweet in G10:
[19] #datascience,#bigdata [17] #bigdata,#analytics [16] #analytics,#ai [16] #ai,#machinelearning [15] #machinelearning,#ml [15] #ml,#futureofwork [15] #learn,#datascience [14] #python,#rstats [14] reasons,#learn [14] #futureofwork,#python Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
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: