The graph represents a network of 4,043 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 07:32 UTC.
The tweets in the network were tweeted over the 1758-day, 2-hour, 59-minute period from Friday, 18 May 2018 at 22:01 UTC to Sunday, 12 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 : 4043
Unique Edges : 2433
Edges With Duplicates : 6463
Total Edges : 8896
Number of Edge Types : 9
Retweet : 1940
MentionsInRetweet : 2370
Tweet : 2570
Mentions : 1205
Quote : 76
Replies to : 461
MentionsInReplyTo : 199
MentionsInQuote : 65
MentionsInQuoteReply : 10
Self-Loops : 3324
Reciprocated Vertex Pair Ratio : 0.0287842871655943
Reciprocated Edge Ratio : 0.0559578670177749
Connected Components : 1570
Single-Vertex Connected Components : 1015
Maximum Vertices in a Connected Component : 502
Maximum Edges in a Connected Component : 1832
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.215928
Graph Density : 0.000185903565370927
Modularity : 0.417856
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,043 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 07:32 UTC.
The tweets in the network were tweeted over the 1758-day, 2-hour, 59-minute period from Friday, 18 May 2018 at 22:01 UTC to Sunday, 12 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:
[285] #entrepreneur,#entrepreneurship [256] south,african [248] metallic,resources [248] african,mineral [248] resources,providing [248] mineral,reserves [248] providing,around [248] proven,high [248] reserves,proven [248] high,metallic Top Word Pairs in Tweet in G1:
[176] #entrepreneur,#entrepreneurship [118] #entrepreneurship,#business [85] #business,#entrepreneur [80] #businessownership,#business [80] #entrepreneurship,#businessownership [77] #smallbusiness,#entrepreneurship [74] #mindset,#success [65] #ambition,#inspire [65] #businessowner,#onlinebusiness [58] #success,#businessowner Top Word Pairs in Tweet in G2:
[248] resources,providing [248] high,metallic [248] proven,high [248] providing,around [248] metallic,resources [248] reserves,proven [248] african,mineral [248] mineral,reserves [248] diverse,south [248] around,88 Top Word Pairs in Tweet in G3:
[44] #kickstarter,#indiegogo [36] morning,wake [36] 24,hours [36] wake,enter [36] life,morning [36] mini,life [36] hours,mini [36] enter,world [36] think,24 [30] world,knowledge Top Word Pairs in Tweet in G4:
[10] #leadership,#leaders [8] people,achieve [8] achieve,results [8] experts,authenticity [8] move,people [8] authenticity,honesty [8] power,vulnerability [8] vulnerability,leadership [8] leadership,experts [8] honesty,move Top Word Pairs in Tweet in G5:
[90] #future,#businessowner [90] #engineering,#leadership [90] #innovation,#entrepreneurship [90] #neom,#theline [90] #leadership,#realestate [90] #entrepreneurship,#construction [90] #china,#neom [90] #technology,#sustainability [90] #construction,#management [90] #theline,#saudiarabia Top Word Pairs in Tweet in G6:
[55] channel,business [55] click,link [55] hello,growing [55] business,zero [55] below,view [55] view,latest [55] youtube,channel [55] growing,youtube [55] zero,superhero [55] link,below Top Word Pairs in Tweet in G7:
[37] transition,period [35] conditions,allow [35] allow,companies [35] #creativesociety,transition [35] #competition,#creativesociety [35] period,conditions [34] creativescty,#competition [15] #survivalinunity,#economiccrisis [14] #econtwitter,#businessnews [14] #economiccrisis,#econtwitter Top Word Pairs in Tweet in G8:
[13] antgrasso,lindagrass0 [13] infographic,antgrasso [10] #business,#entrepreneurship [7] infographic,lindagrass0 [6] experience,#business [6] #entrepreneurship,#skills [6] skills,vs [6] #skills,#success [6] vs,experience [5] successful,goal Top Word Pairs in Tweet in G9:
[7] creative,distinction [5] #chatgpt,#artificialintelligence [5] #entrepreneurship,#future [5] modern,selfcare [5] #tech,#it [5] #software,#hardware [5] web,hosting [5] #hardware,#cybersecurity [5] #disrupt,#chatgpt [5] highlevelit,#tech Top Word Pairs in Tweet in G10:
[9] women's,#entrepreneurship [9] promoting,women's [9] #entrepreneurship,'s [9] powerful,vehicle [9] priorities,powerful [9] #growth,#equality [9] 's,important [9] #equality,priorities [9] important,#growth [8] amitabhk87,promoting Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
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: