The graph represents a network of 3,936 Twitter users whose recent tweets contained "#startup", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 23:33 UTC.
The tweets in the network were tweeted over the 3435-day, 8-hour, 45-minute period from Friday, 13 September 2013 at 16:15 UTC to Thursday, 09 February 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3936
Unique Edges : 2663
Edges With Duplicates : 7305
Total Edges : 9968
Number of Edge Types : 8
Retweet : 2257
MentionsInRetweet : 3512
Quote : 64
Tweet : 2353
MentionsInQuote : 64
Replies to : 226
Mentions : 1220
MentionsInReplyTo : 272
Self-Loops : 2796
Reciprocated Vertex Pair Ratio : 0.0234612199834391
Reciprocated Edge Ratio : 0.0458468176914779
Connected Components : 1227
Single-Vertex Connected Components : 734
Maximum Vertices in a Connected Component : 990
Maximum Edges in a Connected Component : 4148
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.862234
Graph Density : 0.000239408683794589
Modularity : 0.419406
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,936 Twitter users whose recent tweets contained "#startup", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 23:33 UTC.
The tweets in the network were tweeted over the 3435-day, 8-hour, 45-minute period from Friday, 13 September 2013 at 16:15 UTC to Thursday, 09 February 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[267] free,offering [264] #gateio,#startup [257] 00,feb [255] #startup,free [252] feb,feb [249] gateio_startup,#gateio [231] #startup,mooney [226] gateio_startup,#startup [220] gateio_startup,officialmoondao [218] follow,gateio_startup Top Word Pairs in Tweet in G1:
[80] #business,#startup [56] #startup,#entrepreneur [54] #startup,#success [51] #startup,#jobs [49] #recrutement,#entreprises [49] publiée,emploisjob [49] #job,#emplois [49] #jobs,#rh [49] #rh,#cdi [49] #emploi,#startup Top Word Pairs in Tweet in G2:
[259] #gateio,#startup [245] gateio_startup,#gateio [241] free,offering [232] 00,feb [232] #startup,free [231] #startup,mooney [229] feb,feb [226] gateio_startup,#startup [220] gateio_startup,officialmoondao [218] follow,gateio_startup Top Word Pairs in Tweet in G3:
[171] ป,ายต [171] งใหญ,เกร [171] ร,ก [171] ยอดเย,ยม [171] ค,มซอนโฮ [171] าอยากไป,#ศ [171] #ศ,นย [171] มากกกกกค,า [171] พ,ค [171] มซอนโฮ,ยอดเย Top Word Pairs in Tweet in G4:
[40] #salesforce,#csr [40] #csuite,#salesforce [39] #csr,#hrtech [39] #esg,#csuite [39] #corpgov,#esg [38] struggling,fintech [38] fintech,startups [38] 25,struggling [36] #fintech,#startup [36] #futureofwork,#hr Top Word Pairs in Tweet in G5:
[35] #kickstarter,#indiegogo [34] design,sculpt [34] #crowdfunding,#kickstarter [34] #quoteoftheday,#quote [34] sculpt,future [34] opportunity,design [34] day,another [34] another,opportunity [34] future,#quoteoftheday [33] crowdfunding,tip Top Word Pairs in Tweet in G6:
[92] dg,#stpiindia [92] #stpiindia,visited [92] kumar,dg [92] stall,interacted [92] arvind,kumar [92] visited,stall [92] shri,arvind [89] stpihyderabad,shri [68] #startup,stpiimagecoe [38] interacted,marcosgamingin Top Word Pairs in Tweet in G7:
[54] #startup,#theprimeside [53] #1000x,#startup [53] #theprimeside,#invt [53] #invt,#cnt [49] #choosecoinstore,#1000x [47] best,gems [45] launchpad,continues [44] gems,blockchain [44] continues,deliver [44] deliver,best Top Word Pairs in Tweet in G8:
[9] #socialmedia,#digitale [7] #innovation,#startup [6] buscando,apoyo [6] emiliano,romagnole [6] estás,buscando [6] interesse,rivolta [6] aperto,manifestazione [6] tecnológico,#startup [6] arter_er,smau [6] startup,emiliano Top Word Pairs in Tweet in G9:
[23] #startup,#startups [17] #domainsforsale,#domainname [15] #startup,#smallbusiness [15] #growthhacking,#startup [14] #domainname,#domainnames [13] perfect,domain [12] #businessgrowth,#onlinebusiness [12] domain,name [12] #entrepreneur,#businessgrowth [11] #domainnames,#domain Top Word Pairs in Tweet in G10:
[12] present,startups [12] raise,funds [12] looking,#funds [12] prepare,present [12] #funds,prepare [12] startups,raise [12] funds,chance [11] join,planify [11] chance,join [10] #india,#startup Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
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: