The graph represents a network of 4,124 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 06:32 UTC.
The tweets in the network were tweeted over the 2370-day, 11-hour, 36-minute period from Tuesday, 20 September 2016 at 12:23 UTC to Sunday, 19 March 2023 at 00:00 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 : 4124
Unique Edges : 2699
Edges With Duplicates : 6310
Total Edges : 9009
Number of Edge Types : 9
Retweet : 1743
MentionsInRetweet : 2444
Tweet : 2790
Mentions : 1170
Replies to : 509
MentionsInReplyTo : 173
MentionsInQuote : 105
Quote : 68
MentionsInQuoteReply : 7
Self-Loops : 3687
Reciprocated Vertex Pair Ratio : 0.03913491246138
Reciprocated Edge Ratio : 0.0753221010901883
Connected Components : 1873
Single-Vertex Connected Components : 1263
Maximum Vertices in a Connected Component : 353
Maximum Edges in a Connected Component : 1329
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.04673
Graph Density : 0.000178024768438414
Modularity : 0.415485
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,124 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 06:32 UTC.
The tweets in the network were tweeted over the 2370-day, 11-hour, 36-minute period from Tuesday, 20 September 2016 at 12:23 UTC to Sunday, 19 March 2023 at 00:00 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:
[268] #entrepreneur,#entrepreneurship [199] #business,#entrepreneurship [169] #business,#entrepreneur [114] #entrepreneurship,#business [111] #innovation,#entrepreneurship [101] #startups,#entrepreneurship [100] co,founder [98] #smallbusiness,#entrepreneurship [94] #entrepreneurship,#entrepreneurlife [93] #startup,#entrepreneurship Top Word Pairs in Tweet in G1:
[123] #entrepreneur,#entrepreneurship [75] #businessownership,#business [75] #entrepreneurship,#businessownership [71] #business,#entrepreneur [65] #business,#entrepreneurship [63] #kickstarter,#indiegogo [60] #entrepreneurship,#business [54] #smallbusiness,#entrepreneurship [47] small,businesses [44] #entrepreneurship,#startup Top Word Pairs in Tweet in G2:
[66] generational,company [66] changing,manufacturing [66] building,generational [66] ceo,zetwerk [66] acharyaamrit,co [66] landscape,acharyaamrit [66] founder,ceo [66] manufacturing,landscape [66] zetwerk,building [66] co,founder Top Word Pairs in Tweet in G3:
[52] #business,#entrepreneurship [35] #startups,#business [35] #entrepreneurs,#success [35] #success,#tycoonstory [35] #startupbusiness,#entrepreneurs [35] #entrepreneurship,#smallbusiness [35] #smallbusiness,#startupbusiness [28] #startups,#entrepreneurship [23] #entrepreneurship,#canada [21] #canadian,#fintech Top Word Pairs in Tweet in G4:
[24] infographic,antgrasso [21] antgrasso,lindagrass0 [20] startups,infographic [19] here's,step [19] startupper,start [19] step,step [19] step,guide [19] start,here's [19] guide,startups [19] everyone,startupper Top Word Pairs in Tweet in G5:
[48] next,level [48] take,business [48] start,focusing [48] #customers,understanding [48] business,next [48] level,start [48] understanding,needs [48] focusing,#customers [47] needs,prov [47] _ilyastilik_,take Top Word Pairs in Tweet in G6:
[11] sociedades,mercantiles [8] #emprendedores,#emprender [7] mercantiles,creadas [6] 03,2023 [5] creadas,#españa [5] 2023,fuente [4] 16,03 [4] marzo,2023 [4] #emprender,#entrepreneurship [4] distribución,provincial Top Word Pairs in Tweet in G7:
[34] reserves,proven [34] around,88 [34] mineral,reserves [34] proven,high [34] south,african [34] diverse,south [34] high,metallic [34] resources,providing [34] metallic,resources [34] providing,around Top Word Pairs in Tweet in G8:
[17] beware,fake [17] entrepreneur,course [17] tec,register [17] asking,money [17] websites,asking [17] telecentre,entrepreneur [17] name,telecentre [17] fake,websites [17] attention,beware [17] register,tec Top Word Pairs in Tweet in G9:
[17] chemistry,students [14] today,chemistryworld [14] chemistryworld,roysocchem [14] article,today [14] roysocchem,#entrepreneurship [14] #entrepreneurship,chemistry [14] students,examples [13] drrobphillips,article [3] gain,#ented [3] #entrepreneurship,#startups Top Word Pairs in Tweet in G10:
[12] oxfordecentre,welcomes [12] onemorepeter,ceo [12] journey,building [12] share,journey [12] welcomes,onemorepeter [12] founder,blockchain [12] blockchain,share [12] building,billion [12] ceo,co [12] co,founder Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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: