The graph represents a network of 4,380 Twitter users whose tweets in the requested range contained "#startup", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 13 March 2020 at 12:34 UTC.
The requested start date was Friday, 13 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 3-hour, 52-minute period from Wednesday, 11 March 2020 at 15:12 UTC to Thursday, 12 March 2020 at 19:05 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 : 4380
Unique Edges : 5000
Edges With Duplicates : 2711
Total Edges : 7711
Number of Edge Types : 4
Tweet : 1989
Mentions : 1887
MentionsInRetweet : 3796
Replies to : 39
Self-Loops : 1989
Reciprocated Vertex Pair Ratio : 0.0348360655737705
Reciprocated Edge Ratio : 0.0673267326732673
Connected Components : 1292
Single-Vertex Connected Components : 679
Maximum Vertices in a Connected Component : 1599
Maximum Edges in a Connected Component : 4243
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.253828
Graph Density : 0.00023696534205908
Modularity : 0.618468
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 4,380 Twitter users whose tweets in the requested range contained "#startup", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 13 March 2020 at 12:34 UTC.
The requested start date was Friday, 13 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 3-hour, 52-minute period from Wednesday, 11 March 2020 at 15:12 UTC to Thursday, 12 March 2020 at 19:05 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 : #startup
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:
[359] ryanglass4real,#entreprenuer [249] #startup,#growthhacking [126] #startup,#entrepreneur [122] #growthhacking,#business [116] #entrepreneur,#startup [87] #startup,#business [86] #business,#startup [78] #startup,#innovation [75] #startup,#startups [64] #ai,#iot Top Word Pairs in Tweet in G1:
[58] #startup,#entrepreneur [39] #business,#startup [38] #entrepreneur,#startup [26] #startup,#business [26] #positivevibes,#website [26] #contentmarketing,#seo [26] #localbusiness,#startup [24] #entrepreneur,#business [22] #startup,#smallbusiness [19] #marketing,#business Top Word Pairs in Tweet in G2:
[42] #insurtech,#startup [40] #fintech,#insurtech [40] #startup,#innovation [25] #innovation,#finserv [21] #ml,#fintech [19] #fintech,#startup [18] #ai,#ml [13] gt,gt [12] #startup,invented [12] invented,amazing Top Word Pairs in Tweet in G3:
[18] #startup,#entreprise [17] #entreprise,#lemondeinformatique [17] docplexus,#empoweringdoctors [17] #empoweringdoctors,#startup [14] levée,fonds [12] réalise,levée [12] fonds,million [12] million,d'euros [12] #lefigarohightech,#entreprise [12] #entreprise,#startup Top Word Pairs in Tweet in G4:
[14] best,#startup [10] #entrepreneur,#startup [9] #startup,employers [9] #startup,#entrepreneur [9] signals,populations [9] return,search [9] search,rank [9] rank,ad [9] ad,results [9] results,neural Top Word Pairs in Tweet in G5:
[339] ryanglass4real,#entreprenuer [220] #startup,#growthhacking [116] #growthhacking,#business [53] #entreprenuer,savvy [50] bruce,lee [42] lee,#success [41] someone,else's [41] else's,poor [41] poor,planning [41] planning,emergency Top Word Pairs in Tweet in G6:
[28] #startup,#india [17] #startup,#startups [10] #innovation,#startup [9] #technews,#startup [9] #startups,#startupnews [9] #startupnews,#entrepreneur [9] #entrepreneur,#business [9] #robotics,#robot [9] #robot,#robots [8] #business,#technologynews Top Word Pairs in Tweet in G7:
[45] actravelservice,special [38] #digitalmarketing,#onlinemarketing [33] #entrepreneur,#startup [32] #onlinemarketing,#vacation [32] #vacation,#travel [32] #travel,#emailmarketing [32] #emailmarketing,#entrepreneur [32] #startup,#marketingtips [32] #marketingtips,#growthegame [32] #growthegame,#affiliatemarketing Top Word Pairs in Tweet in G8:
[37] #android,#saas [25] #bigdata,#android [24] #sale,#domain [24] #domain,#domains [24] #saas,#developer [24] #developer,#coding [22] kaissia86,#sale [15] video,clickfunnels [15] clickfunnels,review [15] review,youtube Top Word Pairs in Tweet in G9:
[26] #ai,#ia [26] #ia,#bigdata [22] #bigdata,#blockchain [22] #blockchain,#robots [21] artificial,intelligence [21] #robots,#startup [13] making,artificial [13] intelligence,smarter [13] smarter,human [13] human,brain Top Word Pairs in Tweet in G10:
[21] #marketing,#startup [20] #smallbiz,#growthhacking [20] #startup,#smallbusiness [14] #growthhacking,#startup [12] #entrepreneur,#smallbiz [12] #growthhacking,#marketing [10] #startup,#growthhacking [9] #marketing,#smallbusiness [7] #homebusiness,#entrepreneur [7] #startup,#mooc Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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Top Replied-To in G6:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: