The graph represents a network of 4,813 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, 21 September 2020 at 18:47 UTC.
The requested start date was Monday, 21 September 2020 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 3-day, 16-hour, 29-minute period from Thursday, 17 September 2020 at 07:31 UTC to Monday, 21 September 2020 at 00:00 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 : 4813
Unique Edges : 6875
Edges With Duplicates : 16338
Total Edges : 23213
Number of Edge Types : 5
MentionsInRetweet : 12177
Mentions : 4244
Retweet : 5095
Replies to : 87
Tweet : 1610
Self-Loops : 1850
Reciprocated Vertex Pair Ratio : 0.032285471537808
Reciprocated Edge Ratio : 0.0625514403292181
Connected Components : 831
Single-Vertex Connected Components : 481
Maximum Vertices in a Connected Component : 3061
Maximum Edges in a Connected Component : 20483
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.492037
Graph Density : 0.00047214707880206
Modularity : 0.37086
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 4,813 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, 21 September 2020 at 18:47 UTC.
The requested start date was Monday, 21 September 2020 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 3-day, 16-hour, 29-minute period from Thursday, 17 September 2020 at 07:31 UTC to Monday, 21 September 2020 at 00:00 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:
[277] angelicagallegs,yukarikingdom18 [277] yukarikingdom18,mhall55nine [277] mhall55nine,eoff_sylvia [270] #futureofwork,#innovation [175] data,analytics [174] marinella_maria,mariangelasant8 [167] #bigdata,#ml [166] #aiio,#bigdata [165] #ml,#nlu [162] frisesally,marinella_maria Top Word Pairs in Tweet in G1:
[152] #bigdata,#ml [151] #aiio,#bigdata [151] #ml,#nlu [149] #nlu,#futureofwork [118] #ai,#aiio [103] gt,gt [62] #ai,#iot [52] #ai,#machinelearning [52] awesome,alarming [52] alarming,#futureofwork Top Word Pairs in Tweet in G2:
[240] #futureofwork,#innovation [97] shicooks,#ai [96] frronconi,shicooks [79] #ai,#futureofwork [74] issues,#artificialintelligence [69] precision,bridge [69] bridge,installation [69] installation,#china [69] #china,#futureofwork [69] #innovation,#skills Top Word Pairs in Tweet in G3:
[26] future,work [13] working,home [13] remote,work [12] effective,crisis [12] crisis,communication [12] communication,requires [12] requires,two [12] two,way [12] way,conversation [12] conversation,between Top Word Pairs in Tweet in G4:
[270] angelicagallegs,yukarikingdom18 [270] yukarikingdom18,mhall55nine [270] mhall55nine,eoff_sylvia [167] marinella_maria,mariangelasant8 [164] data,analytics [155] frisesally,marinella_maria [119] semicvet50,brindusab1 [116] sminaev2015,frisesally [115] bperrionni,semicvet50 [114] eoff_sylvia,montynishimura Top Word Pairs in Tweet in G5:
[42] heinzvhoenen,#ai [32] #tech,#technology [31] #machine,replace [31] replace,railway [31] railway,track [31] track,sleepers [31] sleepers,jellysmacklabs [31] jellysmacklabs,#futureofwork [31] #futureofwork,#engineering [31] #engineering,#tech Top Word Pairs in Tweet in G6:
[76] passle,timothy_hughes [41] timothy_hughes,dlaignite [31] dlaignite,#socialselling [25] #socialselling,#digitalselling [23] one,dangerous [23] dangerous,traps [23] traps,corporations [23] corporations,consume [23] consume,idea [23] idea,disruption Top Word Pairs in Tweet in G7:
[42] #5g,#cloud [41] #cloud,#edge [37] #sustainability,#ai [34] #ai,#5g [32] #construction,#iot [30] #iot,#sustainability [25] #edge,#futureofwork [25] #futureofwork,#infrastructure [21] #covid19,#digitaltransformation [20] #infrastructure,#covid19 Top Word Pairs in Tweet in G8:
[20] #hr,#hcm [13] #smarterhr,#futureofwork [12] #orgdev,#smarterhr [12] mitsmr,#hr [11] rebooting,work [11] work,#digital [11] #digital,mitsmr [11] #hcm,#orgdev [11] rajesh,gopinathan [11] gopinathan,ceo Top Word Pairs in Tweet in G9:
[11] 72,remote [11] remote,workers [11] workers,love [11] love,#work [11] #work,home [11] home,days [11] days,week [11] week,office [11] office,three [11] three,covid Top Word Pairs in Tweet in G10:
[15] #flexibleworkspace,news [15] news,daily [15] daily,digest [9] work,home [9] #futureofwork,#remotework [8] home,#futureofwork [7] job,anywhere [7] anywhere,anyone [7] anyone,job [7] job,#futureofwork Top Replied-To in Entire Graph:
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Top Replied-To in G2:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: