The graph represents a network of 3,737 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 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 07:32 UTC.
The tweets in the network were tweeted over the 1851-day, 10-hour, 29-minute period from Wednesday, 07 February 2018 at 14:30 UTC to Sunday, 05 March 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 : 3737
Unique Edges : 2437
Edges With Duplicates : 6228
Total Edges : 8665
Number of Edge Types : 9
Tweet : 2668
Replies to : 1037
MentionsInReplyTo : 151
Retweet : 1612
MentionsInRetweet : 2015
Mentions : 1059
MentionsInQuote : 62
Quote : 59
MentionsInQuoteReply : 2
Self-Loops : 4171
Reciprocated Vertex Pair Ratio : 0.0311236863379143
Reciprocated Edge Ratio : 0.0603684829478636
Connected Components : 1693
Single-Vertex Connected Components : 1108
Maximum Vertices in a Connected Component : 541
Maximum Edges in a Connected Component : 1839
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.143226
Graph Density : 0.000182717646728502
Modularity : 0.377501
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,737 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 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 07:32 UTC.
The tweets in the network were tweeted over the 1851-day, 10-hour, 29-minute period from Wednesday, 07 February 2018 at 14:30 UTC to Sunday, 05 March 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:
[319] #emailmarketingtips,#businesstips [300] #plrdolphin,#plrebooks [300] head,#plr [300] #plrproducts,#doneforyouproducts [300] #plrebooks,#plrproducts [300] #plr,#plrdolphin [299] #doneforyouproducts,#makemoneyonline [298] product,head [294] #makemoneyonline,#businessminded [276] #businessminded,#affiliatemarketing Top Word Pairs in Tweet in G1:
[126] #entrepreneur,#entrepreneurship [122] #business,#entrepreneur [84] #smallbusiness,#entrepreneurship [80] #business,#entrepreneurship [70] #entrepreneurship,#business [66] small,business [54] #motivation,#success [52] #motivation,#marketing [51] #entrepreneurship,#businessowner [48] #entrepreneurship,#success Top Word Pairs in Tweet in G2:
[99] #kickstarter,#indiegogo [79] before,start [78] dm,#crowdfunding [78] questions,know [78] start,pre [78] #crowdfunding,#kickstarter [78] #startup,#preselling [78] selling,crowdfunding [78] crowdfunding,dm [78] pre,selling Top Word Pairs in Tweet in G3:
[18] #entrepreneurship,#startups [13] thinkers360,#entrepreneurship [12] #leadership,#leaders [12] forbes,#leadership [10] inside,corporation [10] credits,lars [10] corporation,probably [10] #startup,inside [10] probably,huge [10] #entrepreneurship,#leadership Top Word Pairs in Tweet in G4:
[32] infographic,antgrasso [27] antgrasso,lindagrass0 [21] infographic,lindagrass0 [17] lindagrass0,#entrepreneurship [10] skills,definitely [10] dream,becoming [10] business,infographic [10] improve,skills [10] recommend,improve [10] definitely,aid Top Word Pairs in Tweet in G5:
[9] #innovation,#entrepreneurship [9] celebration,#innovation [9] #entrepreneurship,bring [9] being,organized [9] campus,celebration [9] abhivyakti,2023 [9] 2023,being [9] together,key [9] organized,campus [9] bring,together Top Word Pairs in Tweet in G6:
[33] visit,#jumbochain [31] #jumbochain,#blockchain [28] #esg,#technology [26] #blockchain,#esg [18] #technology,#sustainability [16] #sustainability,#entrepreneurship [15] article,crunchdubai [15] #uae,#business [15] #experience,#dubai [15] #strategy,#experience Top Word Pairs in Tweet in G7:
[26] emerging,cities [26] promoting,#startups [26] cash,prize [26] suggest,tagline [26] prize,80 [26] cities,win [26] tagline,promoting [26] #startups,#entrepreneurship [26] #entrepreneurship,newer [26] win,cash Top Word Pairs in Tweet in G8:
[8] #business,#entrepreneurship [6] #entrepreneurs,#entrepreneurship [5] tag,share [5] needs,see [5] share,someone [5] #entrepreneurship,#business [5] #entrepreneurship,#motivation [5] #socialnetworking,#entrepreneurship [5] someone,needs [4] #entrepreneurship,#success Top Word Pairs in Tweet in G10:
[19] mord_goi,4allowing [19] 4allowing,team [19] along,#virenrana [19] #taleemotarbiyat,along [19] ji,minister [19] thanks,girirajsinghbjp [19] girirajsinghbjp,ji [19] minister,mord_goi [19] team,#taleemotarbiyat [18] zafarsareshwala,thanks Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G9:
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: