The graph represents a network of 628 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 Thursday, 08 August 2019 at 20:47 UTC.
The tweets in the network were tweeted over the 9-day, 5-hour, 19-minute period from Tuesday, 30 July 2019 at 14:48 UTC to Thursday, 08 August 2019 at 20:08 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 : 628
Unique Edges : 1948
Edges With Duplicates : 5472
Total Edges : 7420
Self-Loops : 149
Reciprocated Vertex Pair Ratio : 0.0299829642248722
Reciprocated Edge Ratio : 0.058220310949388
Connected Components : 57
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 519
Maximum Edges in a Connected Component : 7295
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.738459
Graph Density : 0.00767734332937149
Modularity : 0.314544
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1331] gt,gt [243] mikequindazzi,gt [196] #cybersecurity,#knowledge [196] #knowledge,#megatrends [189] #influencerpromotion,#topcasestudy [186] #topcasestudy,#cybersecurity [174] #megatrends,#influencers [173] #yourmustread,#influencerpromotion [167] #influencers,#influencermarketing [164] #influencermarketing,#trust Top Word Pairs in Tweet in G1:
[132] gt,gt [87] #techtrends,#megatrends [60] #tech,#technology [59] #technology,#megatrends [43] #iot,#5g [43] #smm,#ff [38] #spacex,plans [38] plans,bring [38] bring,high [38] high,speed Top Word Pairs in Tweet in G2:
[1055] gt,gt [194] mikequindazzi,gt [92] #megatrends,gt [71] #iot,#cloudcomputing [64] wef,mikequindazzi [64] gt,#ai [64] gt,#iot [63] #4ir,#megatrends [61] 1000x,faster [61] faster,1 Top Word Pairs in Tweet in G3:
[185] #cybersecurity,#knowledge [185] #knowledge,#megatrends [179] #influencerpromotion,#topcasestudy [177] #topcasestudy,#cybersecurity [165] #yourmustread,#influencerpromotion [163] #megatrends,#influencers [159] #influencermarketing,#trust [156] #influencers,#influencermarketing [146] #custserv,#ai [137] #fintech,#custserv Top Word Pairs in Tweet in G4:
[4] gt,gt [3] https,t [3] t,co [3] deutsche,tech [3] tech,branche [3] branche,steht [3] steht,vor [3] vor,einem [3] einem,boom [2] find,out Top Word Pairs in Tweet in G5:
[8] driven,#megatrends [8] #megatrends,such [8] such,#automation [8] #automation,ageing [8] ageing,offshoring [8] offshoring,share [8] share,middle [8] middle,skill [8] skill,jobs [8] jobs,declining Top Word Pairs in Tweet in G6:
[6] #architectingthefuture,#ibmtechu [6] #ibmtechu,#megatrends [6] #megatrends,#ai [6] #ai,race [6] race,#china [6] #china,leveraging [6] leveraging,#education [6] #education,answer [6] answer,ty [6] ty,mikequindazzi Top Word Pairs in Tweet in G8:
[4] climate,change [4] change,urbanisation [4] urbanisation,blackrock's [4] blackrock's,five [4] five,#megatrends [4] #megatrends,disrupt [4] disrupt,society [4] society,haahrmarianne [4] haahrmarianne,cathrinebarth [4] cathrinebarth,feinerandreas Top Word Pairs in Tweet in G9:
[3] experience,more [2] join,euromonitor [2] euromonitor,next [2] next,month [2] month,live [2] live,webinar [2] webinar,tuesday [2] tuesday,sept [2] sept,24 [2] 24,exploring Top Word Pairs in Tweet in G10:
[2] #megatrends,informing [2] informing,digital [2] digital,manufacturing [2] manufacturing,future [2] future,onsite [2] onsite,barcelona [2] barcelona,center [2] center,excellence [2] excellence,hp's [2] hp's,ramon Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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: