The graph represents a network of 4,162 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 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 07:31 UTC.
The tweets in the network were tweeted over the 2446-day, 17-hour, 13-minute period from Wednesday, 01 June 2016 at 07:47 UTC to Sunday, 12 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 : 4162
Unique Edges : 2571
Edges With Duplicates : 6449
Total Edges : 9020
Number of Edge Types : 9
MentionsInRetweet : 2451
Retweet : 1883
MentionsInQuote : 96
Mentions : 1023
Tweet : 2582
Quote : 69
Replies to : 624
MentionsInReplyTo : 291
MentionsInQuoteReply : 1
Self-Loops : 3436
Reciprocated Vertex Pair Ratio : 0.0337594231399541
Reciprocated Edge Ratio : 0.0653138871274572
Connected Components : 1650
Single-Vertex Connected Components : 1046
Maximum Vertices in a Connected Component : 645
Maximum Edges in a Connected Component : 2194
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.807031
Graph Density : 0.00018212178461795
Modularity : 0.429282
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,162 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 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 07:31 UTC.
The tweets in the network were tweeted over the 2446-day, 17-hour, 13-minute period from Wednesday, 01 June 2016 at 07:47 UTC to Sunday, 12 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:
[271] #entrepreneur,#entrepreneurship [175] #entrepreneurship,#business [173] #business,#entrepreneurship [153] #innovation,#entrepreneurship [140] #business,#entrepreneur [122] suppliers,suppliers [122] become,suppliers [122] suppliers,become [122] become,evangelists [122] customers,become Top Word Pairs in Tweet in G1:
[177] #entrepreneur,#entrepreneurship [107] #entrepreneurship,#business [84] #businessownership,#business [84] #entrepreneurship,#businessownership [70] #business,#entrepreneurship [56] #business,#entrepreneur [53] #mindset,#success [49] #businessowner,#onlinebusiness [48] #ambition,#inspire [46] #entrepreneur,#business Top Word Pairs in Tweet in G2:
[55] #kickstarter,#indiegogo [42] wake,enter [42] think,24 [42] 24,hours [42] mini,life [42] life,morning [42] hours,mini [42] morning,wake [42] enter,world [34] before,start Top Word Pairs in Tweet in G3:
[122] suppliers,become [122] customers,become [122] suppliers,suppliers [122] evangelists,competitors [122] competitors,become [122] become,evangelists [122] become,suppliers [121] palikaras,customers [121] become,glo Top Word Pairs in Tweet in G4:
[54] infographic,antgrasso [49] antgrasso,lindagrass0 [33] #entrepreneurship,#business [30] lindagrass0,#entrepreneurship [24] infographic,lindagrass0 [20] lindagrass0,#motivation [18] #motivation,#entrepreneurship [18] pills,well [18] motivational,pills [18] well,infographic Top Word Pairs in Tweet in G5:
[98] idea,make [98] market,research [98] sure,demand [98] conduct,market [98] make,sure [98] research,validate [98] validate,idea [98] product,service [98] demand,product [98] service,conduct Top Word Pairs in Tweet in G6:
[109] contact,co [107] #dropshipping,#church [107] #family,#entrepreneur [107] t8mz8ffczv,#shopify [107] shopify,marketing [107] #home,#dropshipping [107] #church,#marketing [107] sales,funnel [107] #markerting,#ecommerce [107] marketing,sales Top Word Pairs in Tweet in G7:
[16] hours,15 [16] explore,resources [16] office,hours [16] #natleshipweek,federal [16] federal,office [13] register,today [12] resources,#entrepreneurship [8] shared,cohort [8] experiences,shared [8] #veganlylife,dinali Top Word Pairs in Tweet in G8:
[6] #mindset,#smallbusiness [6] #businesstips,#entrepreneur [6] #startups,#entrepreneurship [6] #business,#businessowner [6] #entrepreneurship,#management [4] system,entrepreneurs [4] honored,distinguished [4] building,technology [4] #entrepreneurship,#startups [4] bootstrapping,saas Top Word Pairs in Tweet in G9:
[12] #emprendedores,#emprender [12] sociedades,mercantiles [8] #emprender,#empresa [6] mercantiles,#andalucia [6] #empresa,#entrepreneurship [6] 2023,provincia [6] 02,2023 [6] 2023,fuente [6] mercantiles,creadas [6] febrero,2023 Top Word Pairs in Tweet in G10:
[4] easy,personally [4] pieces,advice [4] pivot_co,check [4] digital,health [4] advice,entrepreneurs [4] interviewed,david [4] 30,best [4] health,startup [4] entrepreneurs,2022 [4] startup,pivot_co Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G7:
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: