The graph represents a network of 3,973 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 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 07:31 UTC.
The tweets in the network were tweeted over the 1765-day, 8-hour, 56-minute period from Friday, 16 March 2018 at 16:04 UTC to Sunday, 15 January 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 : 3973
Unique Edges : 2411
Edges With Duplicates : 6281
Total Edges : 8692
Number of Edge Types : 9
Tweet : 2588
Retweet : 1979
MentionsInRetweet : 2435
Mentions : 993
Replies to : 355
Quote : 104
MentionsInReplyTo : 164
MentionsInQuote : 72
MentionsInQuoteReply : 2
Self-Loops : 3314
Reciprocated Vertex Pair Ratio : 0.0330985915492958
Reciprocated Edge Ratio : 0.0640763462849352
Connected Components : 1615
Single-Vertex Connected Components : 1054
Maximum Vertices in a Connected Component : 279
Maximum Edges in a Connected Component : 1123
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.161702
Graph Density : 0.000185922651614409
Modularity : 0.418109
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,973 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 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 07:31 UTC.
The tweets in the network were tweeted over the 1765-day, 8-hour, 56-minute period from Friday, 16 March 2018 at 16:04 UTC to Sunday, 15 January 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:
[262] #entrepreneur,#entrepreneurship [202] #business,#entrepreneurship [185] #entrepreneurship,#business [113] centre,chennai [113] tier,iii [113] vijayawada,mohali [113] chennai,vijayawada [113] state,art [113] services,state [113] data,centre Top Word Pairs in Tweet in G1:
[184] #entrepreneur,#entrepreneurship [112] #entrepreneurship,#business [88] #business,#entrepreneurship [78] #business,#entrepreneur [55] #mindset,#success [52] #businessowner,#onlinebusiness [51] #entrepreneurship,#entrepreneur [50] #ambition,#inspire [49] #business,#mindset [48] #success,#businessowner Top Word Pairs in Tweet in G2:
[73] #kickstarter,#indiegogo [69] starting,business [52] dm,#crowdfunding [52] questions,know [52] start,pre [52] #crowdfunding,#kickstarter [52] #startup,#preselling [52] selling,crowdfunding [52] crowdfunding,dm [52] pre,selling Top Word Pairs in Tweet in G3:
[113] hosting,services [113] state,art [113] looking,hosting [113] vijayawada,mohali [113] art,tier [113] tier,iii [113] centre,chennai [113] chennai,vijayawada [113] services,state [113] data,centre Top Word Pairs in Tweet in G4:
[20] #business,#startup [19] #smallbiz,#finance [19] #startup,#smallbiz [18] #finance,#entrepreneur [18] #marketing,#entrepreneurship [17] #fintech,#sales [17] #sales,#marketing [16] #entrepreneur,#startups [16] #startups,#fintech [14] #innovation,#entrepreneurship Top Word Pairs in Tweet in G5:
[28] infographic,antgrasso [26] antgrasso,lindagrass0 [17] under,control [17] lindagrass0,#entrepreneurship [16] everything,under [16] accept,everything [12] infographic,lindagrass0 [9] roller,coaster [9] wanna,know [9] know,entrepreneurial Top Word Pairs in Tweet in G6:
[69] #entrepreneurship,one [69] jobs,africa [69] africa,set [69] good,jobs [69] strategy,keeping [69] set,infrastructure [69] one,important [69] important,strategy [69] keeping,good [68] infrastructure,gre Top Word Pairs in Tweet in G7:
[17] #technology,#future [16] #sustainability,#esg [16] #digitalassets,#sustainability [16] #future,#web3 [16] #web3,#digitalassets [16] visit,#jumbochain [14] #jumbochain,#blockchaintechnology [13] #blockchaintechnology,#technology [13] #entrepreneurship,#metaverse [12] #esg,#entrepreneurship Top Word Pairs in Tweet in G8:
[14] #rt,#share [13] #rt,#rt [12] make,millions [12] using,chatgpt [12] millions,using [12] chatgpt,check [12] know,people [12] check,video [12] people,make [11] #chatbot,#entrepreneurship Top Word Pairs in Tweet in G9:
[42] #love,#death [42] #lisamariepresley,singer [42] aged,54 [42] #dead,#sad [42] #life,#love [42] singer,daughter [42] dies,aged [42] daughter,#elvis [42] #elvis,dies [42] #death,#dead Top Word Pairs in Tweet in G10:
[34] narrative,written [34] silicon,valley [34] narrative,silicon [34] write,narrative [34] written,write [34] valley,narrative [34] change,narrative [33] umcfe,change Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G8:
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: