The graph represents a network of 3,843 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, 28 November 2022 at 22:47 UTC.
The requested start date was Monday, 28 November 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 5-day, 13-hour, 35-minute period from Sunday, 20 November 2022 at 14:10 UTC to Saturday, 26 November 2022 at 03:45 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 : 3843
Unique Edges : 4774
Edges With Duplicates : 13405
Total Edges : 18179
Number of Edge Types : 5
Mentions : 3732
Retweet : 4338
MentionsInRetweet : 7999
Tweet : 2050
Replies to : 60
Self-Loops : 2190
Reciprocated Vertex Pair Ratio : 0.043755818592898
Reciprocated Edge Ratio : 0.0838430173292559
Connected Components : 669
Single-Vertex Connected Components : 425
Maximum Vertices in a Connected Component : 2305
Maximum Edges in a Connected Component : 13897
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.507687
Graph Density : 0.000531534244337514
Modularity : 0.360796
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,843 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, 28 November 2022 at 22:47 UTC.
The requested start date was Monday, 28 November 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 5-day, 13-hour, 35-minute period from Sunday, 20 November 2022 at 14:10 UTC to Saturday, 26 November 2022 at 03:45 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:
[316] #remotework,#remotejobs [308] #workfromhome,#wfh [307] #remoteworking,#futureofwork [304] #wfh,#remoteworking [303] #remotejobs,#workfromhome [276] apply,#remotework [235] #machinelearning,#datascience [223] remote,job [214] #tensorflow,#javascript [214] mitchzenger,synctrics Top Word Pairs in Tweet in G1:
[188] #bigdata,#ml [187] #ml,#nlu [187] #nlu,#futureofwork [187] #aiio,#bigdata [187] #ai,#aiio [59] #futureofwork,#ai [58] artificial,intelligence [56] future,work [52] #nlp,#nlg [50] #nlg,#computervision Top Word Pairs in Tweet in G2:
[140] terenceleungsf,frronconi [135] #ai,#artificialintelligence [120] #tech,#technology [83] #mi,#robotics [66] #futureofwork,#aviation [63] #aviation,terenceleungsf [59] #artificialintelligence,#tech [59] intengineering,#ai [53] #technology,#innovation [46] #worklife,#motivation Top Word Pairs in Tweet in G3:
[115] #workfromhome,#wfh [111] #wfh,#remoteworking [111] #remotejobs,#workfromhome [111] #remotework,#remotejobs [111] #remoteworking,#futureofwork [101] apply,#remotework [70] remote,job [61] more,#futureofwork [54] employee,experience [48] experience,more Top Word Pairs in Tweet in G4:
[127] visit,website [117] fast,lite [117] order,products [116] lite,delivery [114] sumiconline,fast [112] delivery,visit [110] products,using [110] bukenya21,order [110] using,sumiconline [109] website,st Top Word Pairs in Tweet in G5:
[190] #machinelearning,#datascience [179] #javascript,#reactjs [174] #tensorflow,#javascript [169] #python,#tensorflow [169] #dataanalytics,#machinelearning [169] #datascience,#pytorch [169] #pytorch,#python [148] #breaking,#dataanalytics [72] news,flash [72] flash,#breaking Top Word Pairs in Tweet in G6:
[14] future,work [12] #futureofwork,#eptura [10] #worktech,#futureofwork [9] #ai,#futureofwork [7] great,time [6] space,drop [6] episode,105 [6] meetings,hosted [6] enjoying,opportunity [6] #wtl,#futureofwork Top Word Pairs in Tweet in G7:
[97] #cx,#custserv [97] #daos,#nfts [97] #defi,#daos [95] #ar,#vr [94] #xr,#ar [93] #hx,#xr [65] #virtualworld,#gamefi [64] #web3,#defi [62] #designthinking,#infinitejourneys [61] #vr,#web3 Top Word Pairs in Tweet in G8:
[80] workers,lack [80] over,40 [80] planning,quit [80] highest,number [80] quit,jobs [80] country,highest [80] number,people [80] jobs,over [80] people,planning [80] 40,workers Top Word Pairs in Tweet in G9:
[186] mitchzenger,synctrics [83] people,analytics [40] need,better [35] analytics,data [34] #jobs,#culture [32] synctrics,#culture [30] #futureofwork,#leadership [27] 'future,work' [27] #culture,#goals [26] #startups,#futureofwork Top Word Pairs in Tweet in G10:
[56] allows,everyone [56] governance,mechanism [56] sophisticated,transparent [56] 5irechain's,sophisticated [56] participate,democratically [56] mechanism,allows [56] transparent,governance [56] everyone,participate [55] 5irechain,5irechain's [55] democratically,network 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 G6:
Top Replied-To in G7:
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: