The graph represents a network of 3,507 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 07:31 UTC.
The tweets in the network were tweeted over the 2744-day, 10-hour, 8-minute period from Saturday, 15 August 2015 at 14:51 UTC to Sunday, 19 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 : 3507
Unique Edges : 2211
Edges With Duplicates : 6525
Total Edges : 8736
Number of Edge Types : 9
Tweet : 3012
Retweet : 1912
MentionsInRetweet : 2343
Mentions : 823
MentionsInReplyTo : 153
Replies to : 350
Quote : 71
MentionsInQuote : 69
MentionsInQuoteReply : 3
Self-Loops : 3809
Reciprocated Vertex Pair Ratio : 0.0332363938512671
Reciprocated Edge Ratio : 0.0643345396059509
Connected Components : 1502
Single-Vertex Connected Components : 989
Maximum Vertices in a Connected Component : 458
Maximum Edges in a Connected Component : 1672
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.712007
Graph Density : 0.000202268431924351
Modularity : 0.358963
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,507 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 07:31 UTC.
The tweets in the network were tweeted over the 2744-day, 10-hour, 8-minute period from Saturday, 15 August 2015 at 14:51 UTC to Sunday, 19 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:
[642] #design,#designthinking [642] sale,#help [642] #sales,#sale [642] #thankyoucard,#design [642] #helpinghand,#sales [642] #designthinking,#helpinghand [642] #help,#canvatemplate [642] #canvatemplate,#thankyoucard [538] #startups,#entrepreneurship [472] #entrepreneur,#entrepreneurship Top Word Pairs in Tweet in G1:
[418] #startups,#entrepreneurship [408] #business,#economics [408] #technology,#us [408] #sports,#tech [408] #tech,#technology [408] #usa,#america [408] #bbc,#fitness [408] #music,#health [408] #fitness,#sports [408] #us,#ai Top Word Pairs in Tweet in G2:
[31] #kickstarter,#indiegogo [30] life,morning [30] enter,world [30] think,24 [30] 24,hours [30] morning,wake [30] wake,enter [30] hours,mini [30] mini,life [26] world,knowledge Top Word Pairs in Tweet in G3:
[132] platform,innovative [132] co,plans [132] build,#startup [132] #lucknow,providing [132] innovative,minds [132] centre,noida [132] providing,platform [132] plans,build [132] trade,centre [132] dev,co Top Word Pairs in Tweet in G4:
[43] antgrasso,lindagrass0 [39] infographic,antgrasso [15] lindagrass0,#entrepreneurship [14] enricomolinari,glengilmore [14] nicochan33,enricomolinari [14] curieuxexplorer,nicochan33 [12] successful,entrepreneurs [12] #entrepreneurship,#success [12] entrepreneurs,infographic [12] characteristics,successful Top Word Pairs in Tweet in G5:
[27] running,businesses [27] businesses,fire [27] learn,running [27] hardest,lesson [27] fire,tons [27] lesson,learn [27] tons,literature [26] vusithembekwayo,hardest [13] come,crashing [13] hoping,come Top Word Pairs in Tweet in G6:
[9] #entrepreneur,#entrepreneurship [8] #thensrpodcast,#podcast [6] #startup,#india [6] #startupindia,#motivationalquotes [6] #edtech,#startupindia [6] #india,#edtech [6] #motivationalquotes,#entrepreneur [5] #business,#entrepreneurship [5] #india,#business [5] #startup,#inc42 Top Word Pairs in Tweet in G7:
[41] minded,folks [41] connect,minded [41] share,ideas [41] #fragmint,live [41] ideas,connect [41] live,#producthunt [40] #producthunt,place [40] place,share [39] grabairdrop,#fragmint Top Word Pairs in Tweet in G8:
[29] narrative,written [29] valley,narrative [29] written,write [29] change,narrative [29] silicon,valley [29] narrative,silicon [29] write,narrative [28] umcfe,change [2] university,michigan [2] discovery,basics Top Word Pairs in Tweet in G9:
[31] oxfordecentre,welcomes [31] onemorepeter,ceo [31] journey,building [31] share,journey [31] welcomes,onemorepeter [31] founder,blockchain [31] blockchain,share [31] building,billion [31] ceo,co [31] co,founder Top Word Pairs in Tweet in G10:
[12] #entrepreneur,#entrepreneurship [10] #business,#entrepreneur [9] #entrepreneurship,#startup [8] #startup,#abhisheksengupta [7] #creativity,#entrepreneurship [6] #wef,#davos [6] #entrepreneurship,#future [6] #future,#management [5] #innovation,#creativity [5] #leadership,#entrepreneur Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G9:
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: