The graph represents a network of 870 Twitter users whose recent tweets contained "#megatrends", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 15 September 2019 at 19:06 UTC.
The tweets in the network were tweeted over the 9-day, 6-hour, 6-minute period from Friday, 06 September 2019 at 12:50 UTC to Sunday, 15 September 2019 at 18:57 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 : 870
Unique Edges : 4881
Edges With Duplicates : 6805
Total Edges : 11686
Self-Loops : 158
Reciprocated Vertex Pair Ratio : 0.0220635950681376
Reciprocated Edge Ratio : 0.0431746031746032
Connected Components : 42
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 762
Maximum Edges in a Connected Component : 11512
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.532292
Graph Density : 0.00833300265862466
Modularity : 0.309887
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2928] gt,gt [637] mikequindazzi,gt [332] #megatrends,#ai [293] #custserv,#ai [281] #topcasestudy,#cybersecurity [278] #influencerpromotion,#topcasestudy [276] #fintech,#custserv [271] wef,mikequindazzi [268] #yourmustread,#influencerpromotion [268] #megatrends,#influencers Top Word Pairs in Tweet in G1:
[1682] gt,gt [300] mikequindazzi,gt [161] #ai,#iot [158] #megatrends,#ai [150] evankirstel,wef [143] topcybernews,stephanenappo [142] thomas_harrer,evankirstel [142] #topcasestudy,#cybersecurity [138] gt,#ai [138] #custserv,#ai Top Word Pairs in Tweet in G2:
[719] gt,gt [212] mikequindazzi,gt [121] gt,wef [121] wef,mikequindazzi [108] gt,#megatrends [107] rise,#megacities [107] #megacities,5 [107] 5,ways [107] ways,#india [107] #india,change Top Word Pairs in Tweet in G3:
[458] gt,gt [111] mikequindazzi,gt [85] #megatrends,#ai [70] #drones,#megatrends [66] #ev,#vtol [66] #vtol,aircraft [66] aircraft,#autonomous [66] #autonomous,return [66] return,home [66] home,button Top Word Pairs in Tweet in G4:
[149] #custserv,#ai [144] #fintech,#custserv [143] #influencerpromotion,#topcasestudy [139] #yourmustread,#influencerpromotion [138] #megatrends,#influencers [136] #knowledge,#megatrends [134] #topcasestudy,#cybersecurity [132] #influencers,#influencermarketing [124] #cybersecurity,#knowledge [123] #influencermarketing,#trust Top Word Pairs in Tweet in G5:
[3] competitive,advantage [3] #megatrends_2019,08 [3] 08,08_13 [3] 08_13,41 [3] 41,43 [3] 43,xlsx [3] xlsx,#megatrends [2] driving,demand [2] demand,#pulp [2] #pulp,#paper Top Word Pairs in Tweet in G6:
[8] keynote,sarwant [8] sarwant,managing [8] managing,partner [8] partner,frost_sullivan [8] frost_sullivan,setting [8] setting,context [8] context,#futureofmobility [8] #futureofmobility,#megatrends [8] #megatrends,growth [8] growth,opportunities Top Word Pairs in Tweet in G7:
[36] gt,gt [8] rise,#megacities [8] #megacities,5 [8] 5,ways [8] ways,#india [8] #india,change [8] gt,wef [8] wef,mikequindazzi [8] mikequindazzi,gt [8] gt,#megatrends Top Word Pairs in Tweet in G8:
[6] #globalisierung,#digitalisierung [5] #megatrends,report [4] #digitalisierung,#demografischerwandel [3] bertelsmannst,#megatrends [3] #digitalisierung,#globalisierung [3] #globalisierung,#demografischerwandel [3] #demografischerwandel,sind [3] sind,sogenannte [3] sogenannte,#megatrends [3] #megatrends,unser Top Word Pairs in Tweet in G9:
[9] global,#megatrends [7] future,aerospace [7] aerospace,leaders [7] leaders,tomorrow [7] tomorrow,raes [7] raes,2019 [7] 2019,young [7] young,professionals [7] professionals,conference [7] conference,hears Top Word Pairs in Tweet in G10:
[7] much,awaited [7] awaited,#megatrends [7] #megatrends,series [7] series,#apac [7] #apac,2030 [7] 2030,now [7] now,online [7] online,here [7] here,first [7] first,introductory Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
Top Mentioned in G5:
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Top Mentioned in G7:
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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: