The graph represents a network of 4,165 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, 13 September 2021 at 20:41 UTC.
The requested start date was Monday, 13 September 2021 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 5-day, 18-hour, 0-minute period from Tuesday, 07 September 2021 at 06:00 UTC to Monday, 13 September 2021 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 : 4165
Unique Edges : 4727
Edges With Duplicates : 13970
Total Edges : 18697
Number of Edge Types : 5
Retweet : 5443
MentionsInRetweet : 8670
Mentions : 3172
Tweet : 1353
Replies to : 59
Self-Loops : 1542
Reciprocated Vertex Pair Ratio : 0.035367722165475
Reciprocated Edge Ratio : 0.0683191515599951
Connected Components : 714
Single-Vertex Connected Components : 437
Maximum Vertices in a Connected Component : 2757
Maximum Edges in a Connected Component : 16703
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.194173
Graph Density : 0.000467564547432806
Modularity : 0.334524
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 4,165 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, 13 September 2021 at 20:41 UTC.
The requested start date was Monday, 13 September 2021 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 5-day, 18-hour, 0-minute period from Tuesday, 07 September 2021 at 06:00 UTC to Monday, 13 September 2021 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:
[854] #machinelearning,#bigdata [847] #ai,#machinelearning [796] #bigdata,#analytics [756] #iot,#iiot [577] #analytics,#datascience [481] #datascience,#iot [297] #machinelearning,#ai [280] learn,more [272] #iiot,#rstats [268] #analytics,#machinelearning Top Word Pairs in Tweet in G1:
[74] #machinelearning,#ml [73] #ai,#augmentedreality [73] #augmentedreality,time [73] time,recognition [73] recognition,handwritten [73] handwritten,math [73] math,theinsaneapp [73] theinsaneapp,#machinelearning [71] glengilmore,#ai [61] #ml,#100daysofcodeâ Top Word Pairs in Tweet in G2:
[791] #machinelearning,#bigdata [761] #ai,#machinelearning [745] #bigdata,#analytics [701] #iot,#iiot [544] #analytics,#datascience [455] #datascience,#iot [259] #machinelearning,#ai [257] #iiot,#rstats [235] #analytics,#machinelearning [221] #fintech,#insurtech Top Word Pairs in Tweet in G3:
[33] future,work [30] michael,stephan [30] worker,employer [16] pandemic,shifted [16] shifted,work [15] deloitte's,human [15] human,capital [15] capital,leader [15] leader,michael [15] stephan,shares Top Word Pairs in Tweet in G4:
[84] #aiio,#bigdata [83] #ai,#aiio [83] #bigdata,#ml [58] #automation,#ai [56] assuage,fears [56] fears,nurture [56] nurture,confidence [56] confidence,#automation [56] #ai,robots [56] robots,workplace Top Word Pairs in Tweet in G5:
[83] #futureofwork,#leadership [46] #worklife,#motivation [46] difference,between [46] equality,equity [46] #csr,#futureofwork [45] #motivation,#futureofwork [45] vs,equality [45] equity,vs [45] vs,justice [41] #weekendwisdom,imagine Top Word Pairs in Tweet in G6:
[176] learn,more [175] skills,required [175] required,future [175] future,world [175] ones,learn [170] more,#futureofwork [164] mckinsey,skills [156] world,work [156] work,ones [145] #futureofwork,# Top Word Pairs in Tweet in G7:
[42] future,work [38] themes,shaping [38] shaping,future [38] #futureofwork,#thenewnormal [37] work,#futureofwork [35] wef,themes [29] learn,more [28] haroldsinnott,save [28] save,planet [28] planet,take Top Word Pairs in Tweet in G8:
[63] conversation,linkedin [61] join,#futureofwork [61] #futureofwork,conversation [59] one,thing [59] change,world [59] world,work [59] work,join [50] thing,change [48] people,analytics [47] mitchzenger,synctrics Top Word Pairs in Tweet in G9:
[27] podcast,microsoft [27] microsoft,taps [27] research,guide [27] guide,road [27] road,ahead [26] taps,data [26] data,research [26] ahead,tune [24] #futureofwork,under [24] under,quarantine Top Word Pairs in Tweet in G10:
[9] #research,note [9] note,alert [9] alert,zoom [9] zoom,adds [9] adds,30 [9] 30,million [9] million,investment [9] investment,neat_no [9] neat_no,video [9] video,device Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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