The graph represents a network of 3,546 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 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 23:33 UTC.
The tweets in the network were tweeted over the 2676-day, 16-hour, 35-minute period from Monday, 31 August 2015 at 18:22 UTC to Thursday, 29 December 2022 at 10:57 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 : 3546
Unique Edges : 2300
Edges With Duplicates : 6566
Total Edges : 8866
Number of Edge Types : 9
Mentions : 1029
MentionsInRetweet : 2475
Retweet : 2028
Tweet : 2682
Replies to : 188
MentionsInQuoteReply : 10
MentionsInReplyTo : 160
Quote : 113
MentionsInQuote : 181
Self-Loops : 3168
Reciprocated Vertex Pair Ratio : 0.021327829377365
Reciprocated Edge Ratio : 0.0417649040080835
Connected Components : 1181
Single-Vertex Connected Components : 726
Maximum Vertices in a Connected Component : 990
Maximum Edges in a Connected Component : 4156
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.975278
Graph Density : 0.000236186585015636
Modularity : 0.394804
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,546 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 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 23:33 UTC.
The tweets in the network were tweeted over the 2676-day, 16-hour, 35-minute period from Monday, 31 August 2015 at 18:22 UTC to Thursday, 29 December 2022 at 10:57 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:
[225] #seo,#startup [217] #blogger,#blog [217] #blog,#business [217] #startup,#blogger [217] #blogging,#wordpress [217] #wordpress,#seo [144] #startup,#startups [139] #entrepreneur,#startup [129] #startup,#entrepreneur [129] #business,#startup Top Word Pairs in Tweet in G1:
[117] #startup,#jobs [112] #recrutement,#entreprises [112] publiée,emploisjob [112] #job,#emplois [112] #jobs,#rh [112] #rh,#cdi [112] #emploi,#startup [112] #cdi,#job [112] emploisjob,#recrutement [112] été,publiée Top Word Pairs in Tweet in G2:
[42] #blockchain,#crypto [42] #elysiumchain,#blockchain [39] #kickstarter,#indiegogo [38] #crowdfunding,#kickstarter [38] #indiegogo,#startup [30] #crypto,#startup [29] pledge,program [29] incentive,pledge [29] crowdfunding,tip [29] tip,#2356 Top Word Pairs in Tweet in G3:
[39] #frenchtech,#actu [39] logiciel,#startup [39] #startup,#frenchtech [39] présentation,prix [39] prix,ce [39] ce,logiciel [22] exopulse,mollii [22] neutralizes,spasms [22] host,electrically [22] progress,exopulse Top Word Pairs in Tweet in G4:
[83] recover,account [83] hack,recover [83] #datascience,#python [83] #algorithms,#wearables [83] account,dm [48] #cloud,#ai [45] dm,#healthcare [45] #virtual,#datascience [45] #healthcare,#algorithms [45] #python,#snapchat Top Word Pairs in Tweet in G5:
[16] ತ,ರ [13] ತ,ರದ [12] #startup,#india [12] ಚ,ತ [10] ರದ,ಬಗ [10] ಬಗ,ಗ [10] #startup,#startups [9] ಗಳ,ರ [9] know,lonely [9] ಬ,ಗಳ Top Word Pairs in Tweet in G6:
[75] free,offering [75] 07,00 [75] subscription,07 [75] #startup,free [72] gateio_startup,#startup [63] utc,airdrop [61] wesendit,subscription [61] wsi,wesendit [61] offering,wsi [61] 00,jan Top Word Pairs in Tweet in G7:
[65] superbcrew_com,#startup [65] techcompanynews,#startup [58] #leanstartup,#startup [23] way,car [23] affordable,way [23] business,#leanstartup [23] car,business [18] market,help [18] player,expands [18] large,player Top Word Pairs in Tweet in G8:
[39] #startup,ecosystem [31] tier,cities [30] beyond,tier [30] ecosystem,beyond [28] arvindtw,stpi [28] #retail,#health [28] #health,#enterprise [28] series,#startup [28] highlights,#retail [28] knowledgeup,series Top Word Pairs in Tweet in G9:
[15] trimestre,2022 [12] #startup,verso [12] 15mila,sede [12] l'#innovazione,ottobre [12] sede,#lombardia [12] verso,quota [12] ottobre,#startup [12] corre,l'#innovazione [12] quota,15mila [11] oltre,14 Top Word Pairs in Tweet in G10:
[72] announce,updated [72] gameplay,trailer [72] trailer,know [72] know,thoughts [72] excited,announce [72] thoughts,comments [72] updated,gameplay [70] artyfact_art,excited [6] #metaverse,#nft [6] #artyfact,#arty Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: