The graph represents a network of 3,196 Twitter users whose recent tweets contained "futureofwork ", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 22:36 UTC.
The tweets in the network were tweeted over the 1742-day, 10-hour, 58-minute period from Monday, 07 May 2018 at 14:01 UTC to Monday, 13 February 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3196
Unique Edges : 3332
Edges With Duplicates : 12627
Total Edges : 15959
Number of Edge Types : 8
Retweet : 2968
MentionsInRetweet : 6292
Tweet : 1170
Mentions : 2923
Replies to : 179
MentionsInQuote : 904
MentionsInReplyTo : 1370
Quote : 153
Self-Loops : 2615
Reciprocated Vertex Pair Ratio : 0.0536187949981053
Reciprocated Edge Ratio : 0.101780255349757
Connected Components : 573
Single-Vertex Connected Components : 341
Maximum Vertices in a Connected Component : 1781
Maximum Edges in a Connected Component : 13273
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.08058
Graph Density : 0.000544597021707494
Modularity : 0.297255
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,196 Twitter users whose recent tweets contained "futureofwork ", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 22:36 UTC.
The tweets in the network were tweeted over the 1742-day, 10-hour, 58-minute period from Monday, 07 May 2018 at 14:01 UTC to Monday, 13 February 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[431] #iot,#iiot [254] #ai,#ml [236] #iiot,#iotpl [226] #futureofwork,#leadership [184] #motivation,#futureofwork [165] #iotpl,#iotcl [162] future,work [159] iotchannel,iotcommunity [155] #worklife,#motivation [151] mitchzenger,synctrics Top Word Pairs in Tweet in G1:
[419] #iot,#iiot [247] #ai,#ml [235] #iiot,#iotpl [164] #iotpl,#iotcl [159] iotchannel,iotcommunity [155] #futureofwork,#leadership [153] #motivation,#futureofwork [135] #worklife,#motivation [133] #tech,#emergingtech [121] #iotslam,#ai Top Word Pairs in Tweet in G2:
[59] future,work [47] #remoteworking,#futureofwork [44] #remotework,#remotejobs [44] #workfromhome,#wfh [43] remote,job [43] #remotejobs,#workfromhome [42] #wfh,#remoteworking [24] apply,#remotework [23] #marketingtrends,#futureofwork [23] #areyouready,#creatingthefuture Top Word Pairs in Tweet in G3:
[69] #ev,#futureofwork [64] mikequindazzi,#ev [55] #futureofwork,#autonomousvehicles [55] #autonomousvehicles,#ai [48] #iot,#5g [47] #ai,#aiio [47] #nlu,#futureofwork [47] #bigdata,#ml [47] #aiio,#bigdata [47] #ml,#nlu Top Word Pairs in Tweet in G4:
[25] remote,work [22] digital,transformation [21] parliament,employees [21] approved,today [21] today,portuguese [21] employees,children [21] chronic,illnesses [21] #hr,#futureofwork [21] children,disabilities [21] disabilities,chronic Top Word Pairs in Tweet in G5:
[90] #ai,#artificialintelligence [58] #mi,#robotics [56] #artificialintelligence,#mi [30] ronald_vanloon,#robot [28] #robotics,#innovation [27] #innovation,#futureofwork [26] inventions,help [26] people,reduced [26] #healthtech,#innovation [26] gigadgets_,#healthcare Top Word Pairs in Tweet in G6:
[90] gold,partner [86] platform,connecting [86] partner,#etfutureforwardme [86] #etfutureforwardme,limoverseglobal [86] presenting,gold [86] connecting,health [86] limoverseglobal,global [86] global,platform [86] health,seekers [75] seekers,well Top Word Pairs in Tweet in G7:
[8] future,work [6] live,work [6] skills,#futureofwork [5] day,one [5] trying,release [5] way,working [5] happening,ai [5] hive,mind [5] 10,important [5] top,10 Top Word Pairs in Tweet in G8:
[54] #orangedigitalcenters,network [54] countries,#africa [54] #savethedate,#orangedigitalcenters [54] network,17 [54] #africa,#middleeast [54] 17,countries [53] #middleeast,organi [53] orangeafrica,#savethedate [26] #futureofwork,africa [26] africa,week Top Word Pairs in Tweet in G9:
[35] #sales,#crm [35] #crm,#remote [29] #remote,#job [28] #salesforce,#sales [28] #ai,#salesforce [25] #datascience,#data [25] #data4good,#datascience [25] #data,#ai [22] #ehealth,#cx [22] #cx,#web3 Top Word Pairs in Tweet in G10:
[66] visit,website [63] sumiconline,genuine [63] quality,products [63] save,big [63] assured,visit [63] products,save [63] delivery,assured [63] trust,sumiconline [63] big,first [63] first,delivery Top Replied-To in Entire Graph:
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Top Replied-To in G9:
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: