The graph represents a network of 3,622 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, 19 December 2022 at 22:44 UTC.
The requested start date was Monday, 19 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 5-day, 2-hour, 45-minute period from Tuesday, 13 December 2022 at 22:15 UTC to Monday, 19 December 2022 at 01:00 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 : 3622
Unique Edges : 3542
Edges With Duplicates : 13883
Total Edges : 17425
Number of Edge Types : 5
Mentions : 2904
Replies to : 82
Retweet : 4846
MentionsInRetweet : 7570
Tweet : 2023
Self-Loops : 2859
Reciprocated Vertex Pair Ratio : 0.0331061343719572
Reciprocated Edge Ratio : 0.0640904806786051
Connected Components : 613
Single-Vertex Connected Components : 411
Maximum Vertices in a Connected Component : 2271
Maximum Edges in a Connected Component : 14507
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.981683
Graph Density : 0.000485388702109039
Modularity : 0.305625
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,622 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, 19 December 2022 at 22:44 UTC.
The requested start date was Monday, 19 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 5-day, 2-hour, 45-minute period from Tuesday, 13 December 2022 at 22:15 UTC to Monday, 19 December 2022 at 01:00 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:
[391] #bigdata,#analytics [389] #ai,#ml [314] #analytics,#ai [299] #iot,#iiot [292] #futureofwork,#leadership [246] #ai,#artificialintelligence [244] #datascience,#bigdata [244] #machinelearning,#ml [227] #ai,#machinelearning [210] #iiot,#iotpl Top Word Pairs in Tweet in G1:
[282] #bigdata,#analytics [210] #analytics,#ai [196] #futureofwork,#leadership [167] #datascience,#bigdata [142] #machinelearning,#ml [141] forbes,#futureofwork [135] #edtech,#futureofwork [131] #tech,#innovation [131] #learn,#datascience [131] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[84] #remotework,#remotejobs [84] apply,#remotework [75] remote,job [74] #workfromhome,#wfh [74] #remoteworking,#futureofwork [74] #remotejobs,#workfromhome [73] #wfh,#remoteworking [47] world,work [46] deloitte,#project120 [46] #project120,designed Top Word Pairs in Tweet in G3:
[288] #ai,#ml [262] #iot,#iiot [203] #iiot,#iotpl [151] gave,kred [151] kred,#influence [132] #iotpl,#iotcl [115] #ml,#machinelearning [111] #programming,#datascience [102] #datascience,#academictwitter [102] eli_krumova,gave Top Word Pairs in Tweet in G4:
[135] mitchzenger,synctrics [80] people,analytics [77] #futureofwork,#leadership [69] #hr,#payroll [69] #payroll,#humanresources [58] #humanresources,#startup [47] need,better [42] analytics,data [42] 'future,work' [40] #startup,#startups Top Word Pairs in Tweet in G5:
[155] #ai,#artificialintelligence [101] #artificialintelligence,#mi [89] #mi,#robotics [62] gigadgets_,#ai [60] #automation,#futureofwork [56] #robotics,#automation [45] #innovation,#futureofwork [45] #mi,#innovation [32] ronald_vanloon,#robotic [30] volleyball,blocker Top Word Pairs in Tweet in G6:
[57] #ai,#aiio [57] #bigdata,#ml [57] #aiio,#bigdata [57] #ml,#nlu [55] #nlu,#futureofwork [44] gt,gt [27] #nlp,#nlg [27] #ev,#futureofwork [26] #nlg,#computervision [23] mikequindazzi,#ev Top Word Pairs in Tweet in G7:
[154] orders,products [154] make,orders [152] jam,hustle [152] rain,skip [152] products,fast [152] skip,jam [152] visiting,make [152] hustle,visiting [151] fast,lite [116] visit,website Top Word Pairs in Tweet in G8:
[131] #remotework,changing [131] enjoying,more [131] lives,people [131] reason,1000 [131] disabilities,enjoying [131] 1000,#remotework [131] more,job [131] people's,lives [131] people,disabilities [131] changing,people's Top Word Pairs in Tweet in G9:
[102] shorter,workweeks [102] more,#hybridwork [102] #hybridwork,shorter [102] #futureofwork,2023 [102] workweeks,more [102] more,upskilling [102] include,more [102] 2023,include [102] upskilling,maybe [83] maybe,#vr Top Word Pairs in Tweet in G10:
[9] #heart,#education [9] bc,#leadership [9] educating,mind [9] mind,without [9] aristotle,384 [9] #education,aristotle [9] 384,322 [9] without,educating [9] 322,bc [9] educating,#heart Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: