The graph represents a network of 4,233 Twitter users whose recent tweets contained "#entrepreneurship", 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 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 07:31 UTC.
The tweets in the network were tweeted over the 2328-day, 12-hour, 36-minute period from Tuesday, 20 September 2016 at 12:23 UTC to Sunday, 05 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 : 4233
Unique Edges : 2654
Edges With Duplicates : 6616
Total Edges : 9270
Number of Edge Types : 9
Retweet : 1846
MentionsInRetweet : 2353
Mentions : 1073
Tweet : 2641
MentionsInQuote : 233
Quote : 106
Replies to : 596
MentionsInReplyTo : 419
MentionsInQuoteReply : 3
Self-Loops : 3489
Reciprocated Vertex Pair Ratio : 0.026993094789705
Reciprocated Edge Ratio : 0.0525672371638142
Connected Components : 1597
Single-Vertex Connected Components : 1050
Maximum Vertices in a Connected Component : 481
Maximum Edges in a Connected Component : 1708
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.523309
Graph Density : 0.000182649870023852
Modularity : 0.431632
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,233 Twitter users whose recent tweets contained "#entrepreneurship", 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 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 07:31 UTC.
The tweets in the network were tweeted over the 2328-day, 12-hour, 36-minute period from Tuesday, 20 September 2016 at 12:23 UTC to Sunday, 05 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 : #entrepreneurship
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:
[281] twitter,grind [281] ve,doing [281] sooo,giving [281] soul,sooo [281] doing,twitter [281] day,already [281] away,100 [281] already,decided [281] sell,soul [281] giving,away Top Word Pairs in Tweet in G1:
[132] #entrepreneur,#entrepreneurship [85] #business,#entrepreneurship [76] #business,#entrepreneur [75] #entrepreneurship,#business [55] #smallbusiness,#entrepreneurship [42] #entrepreneurship,#entrepreneur [36] #entrepreneurship,#businessowner [35] #entrepreneurs,#entrepreneurship [34] #elearning,#جامعة_الجميع_الذكية [34] #esu,#elearning Top Word Pairs in Tweet in G2:
[281] decided,sell [281] away,100 [281] grind,day [281] sooo,giving [281] ve,doing [281] giving,away [281] twitter,grind [281] sell,soul [281] already,decided [281] day,already Top Word Pairs in Tweet in G3:
[38] life,morning [38] enter,world [38] think,24 [38] 24,hours [38] morning,wake [38] wake,enter [38] hours,mini [38] mini,life [35] #kickstarter,#indiegogo [31] world,knowledge Top Word Pairs in Tweet in G4:
[151] #marketing,#decor [151] #family,#entrepreneur [151] help,make [151] #decor,#fashion [151] #entrepreneurship,#help [151] shopify,expert [151] #markerting,#ecommerce [151] more,sales [151] sales,contact [151] #entrepreneur,#home Top Word Pairs in Tweet in G5:
[13] marshawright,#entrepreneurship [9] sallyeaves,openmarketingtv [9] frronconi,sallyeaves [9] #startups,cc [9] cc,frronconi [9] #entrepreneurship,#inventors [9] give,marshawright [9] #inventors,#startups [9] openmarketingtv,1offginger [8] forbes,#leadership Top Word Pairs in Tweet in G6:
[44] education,research [44] research,#entrepreneurship [44] #blockchain,education [44] shaping,future [44] #entrepreneurship,thrilled [44] future,#blockchain [44] barriers,shaping [44] breaking,barriers [43] thrilled,ann [43] 5irechain,breaking Top Word Pairs in Tweet in G7:
[17] #jumbochain,#blockchain [14] #startups,#entrepreneurship [14] #startup,#entrepreneurship [11] #investment,#startup [11] #tech,#investment [10] #blockchain,#esg [10] #sustainability,#startups [9] #esg,#blockchaintechnology [9] #entrepreneur,#entrepreneurship [9] #blockchaintechnology,#technology Top Word Pairs in Tweet in G8:
[29] #emprendedores,#emprender [29] sociedades,mercantiles [26] #emprender,#empresa [16] #andalucía,2023 [16] #empresa,#entrepreneurship [13] creación,sociedades [13] febrero,2023 [11] #emprendimiento,#emprendedores [10] #empresa,#creacióndeempresas [9] mercantiles,#andalucía Top Word Pairs in Tweet in G9:
[29] #moneymaking,#forex [27] show,skills [27] season,live [27] skills,go [27] arena,season [27] go,check [27] live,show [27] check,#moneymaking [26] grabairdrop,arena [26] #forex,# Top Word Pairs in Tweet in G10:
[51] business,yours [51] dream,start [51] stop,working [51] start,business [51] someone,dream [51] entrepreneur,stop [51] inner,entrepreneur [51] unleash,inner [51] working,someone [50] zenbusinessinc,unleash Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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: