The graph represents a network of 11,831 Twitter users whose recent tweets contained "#startups", 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 Tuesday, 03 September 2019 at 02:29 UTC.
The tweets in the network were tweeted over the 4-day, 5-hour, 26-minute period from Thursday, 29 August 2019 at 19:35 UTC to Tuesday, 03 September 2019 at 01:01 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 : 11831
Unique Edges : 20953
Edges With Duplicates : 14007
Total Edges : 34960
Self-Loops : 6969
Reciprocated Vertex Pair Ratio : 0.026423625830154
Reciprocated Edge Ratio : 0.0514867841409692
Connected Components : 2349
Single-Vertex Connected Components : 1263
Maximum Vertices in a Connected Component : 6480
Maximum Edges in a Connected Component : 26954
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.549321
Graph Density : 0.000155700816936293
Modularity : 0.580359
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1634] gt,gt [1024] #startup,#startups [636] #ai,#iot [534] #business,#startups [422] #startups,#startup [397] #startups,#entrepreneurs [348] #digitalmarketing,#marketing [346] t,co [346] #marketing,#business [342] #iot,#startups Top Word Pairs in Tweet in G1:
[65] #business,#startups [61] #startups,#entrepreneurs [57] #entrepreneurship,#success [57] business,credit [57] type,business [56] credit,options [56] options,readily [56] readily,available [56] available,type [56] business,two Top Word Pairs in Tweet in G2:
[1363] gt,gt [296] #business,#startups [214] mikequindazzi,gt [209] #marketing,#contentmarketing [188] #machinelearning,#deeplearning [184] #iot,#cloudcomputing [179] #startups,#tech [174] #digitalmarketing,#business [173] #startup,#startups [150] #4ir,gt Top Word Pairs in Tweet in G3:
[326] #ai,#iot [305] rapid,adoption [305] adoption,#ai [305] #iot,#startups [305] #startups,enterprises [305] enterprises,streamline [305] streamline,various [305] various,business [305] business,procedures [305] procedures,foster Top Word Pairs in Tweet in G4:
[274] #startups,#jobs [274] #jobs,#hiring [99] #startups,#startup [82] #startup,#startups [74] #startups,#entrepreneurs [61] new,york [60] #startups,#technology [58] #technology,#tech [52] presencia,grandes [52] grandes,#startups Top Word Pairs in Tweet in G5:
[490] #startup,#startups [141] #startups,#startup [140] #ai,#iot [140] #iot,#robotics [140] #5g,#driverless [140] #robots,#startups [139] #smartcity,#ai [135] #startup,#technology [134] #robotics,#tech [134] #tech,#5g Top Word Pairs in Tweet in G6:
[45] #healthtech,#startups [41] find,out [40] #gianthealth2019,laying [40] laying,out [40] out,welcome [40] welcome,mat [40] mat,#healthtech [40] 8,stages [40] stages,250 [40] 250,speakers Top Word Pairs in Tweet in G7:
[52] des,#startups [39] pitch,contest [38] les,#startups [32] livetweet,#frenchiot [31] cc,vanessachocteau [31] vanessachocteau,vpagnon [28] https,t [28] t,co [27] french,iot [25] bravo,à Top Word Pairs in Tweet in G8:
[144] new,post [144] published,techannouncer [144] techannouncer,#technology [144] #technology,#latestnews [144] #latestnews,#techannouncer [144] #techannouncer,#startups [144] #startups,#blockchain [144] #blockchain,#news [139] techannouncer,technology [139] technology,news Top Word Pairs in Tweet in G9:
[35] check,out [21] #startups,#entrepreneurs [20] domain,name [18] out,gig [18] gig,fiverr [17] #startups,#tlds [17] #url,#web [17] #web,#webdesign [17] #webdesign,#webdev [17] #webdev,#webdeveloper Top Word Pairs in Tweet in G10:
[212] #digitalmarketing,#marketing [211] #marketing,#business [199] 7,stages [199] stages,#contentmarketing [199] #contentmarketing,#infographic [199] #infographic,#digitalmarketing [199] #business,#smm [199] #smm,#seo [199] #seo,#ecommerce [199] #ecommerce,#socialmediamarketing 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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Top Tweeters in G10: