The graph represents a network of 5,141 Twitter users whose tweets in the requested range contained "#entrepreneurship", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 October 2021 at 06:39 UTC.
The requested start date was Sunday, 10 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 12-hour, 29-minute period from Wednesday, 06 October 2021 at 04:57 UTC to Friday, 08 October 2021 at 17:27 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 5141
Unique Edges : 3604
Edges With Duplicates : 9478
Total Edges : 13082
Number of Edge Types : 5
MentionsInRetweet : 4328
Tweet : 3436
Mentions : 1694
Retweet : 3526
Replies to : 98
Self-Loops : 3689
Reciprocated Vertex Pair Ratio : 0.0472839234660216
Reciprocated Edge Ratio : 0.0902981940361193
Connected Components : 1767
Single-Vertex Connected Components : 1078
Maximum Vertices in a Connected Component : 1432
Maximum Edges in a Connected Component : 6569
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.124482
Graph Density : 0.000180209909350101
Modularity : 0.404835
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,141 Twitter users whose tweets in the requested range contained "#entrepreneurship", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 October 2021 at 06:39 UTC.
The requested start date was Sunday, 10 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 12-hour, 29-minute period from Wednesday, 06 October 2021 at 04:57 UTC to Friday, 08 October 2021 at 17:27 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[502] #startup,#startups [382] #startups,#yc [382] #yc,#entrepreneurship [378] #science,#scientist [364] #entrepreneur,#entrepreneurship [364] #entrepreneurship,#science [315] #scientist,#neuroscientist [300] #neuroscientist,#academia [239] #business,#entrepreneur [221] last,day Top Word Pairs in Tweet in G1:
[114] #entrepreneur,#entrepreneurship [99] #entrepreneurship,#businessownership [95] #businessownership,#franchise [75] below,#entrepreneurship [57] #business,#entrepreneur [53] #business,#entrepreneurship [52] #motivation,#success [48] #entrepreneur,#business [48] #entrepreneurship,#business [43] full,article Top Word Pairs in Tweet in G2:
[471] #startup,#startups [381] #startups,#yc [381] #yc,#entrepreneurship [378] #science,#scientist [361] #entrepreneurship,#science [315] #scientist,#neuroscientist [300] #neuroscientist,#academia [53] #entrepreneurship,#startup [53] #music,#artists [50] berlinmusicstat,hear Top Word Pairs in Tweet in G3:
[18] #entrepreneur,#entrepreneurship [17] #entrepreneurship,#startup [14] #startup,#entrepreneurship [11] #startups,#entrepreneurship [10] large,passion [10] passion,mine [10] mine,tech [10] tech,space [10] space,working [10] working,great Top Word Pairs in Tweet in G4:
[46] #learn,#entrepreneurship [46] boss,leader [45] fast,#learners [45] #learners,more [45] more,think [45] think,less [45] less,ty [45] ty,alvinfoo [45] alvinfoo,#learning [45] #learning,#leaders Top Word Pairs in Tweet in G5:
[120] #digitalmarketing,emerging [120] emerging,#technology [120] #technology,especially [120] especially,#ai [120] #ai,#artificialintelligence [120] #artificialintelligence,#omnipresent [120] #omnipresent,one [119] skodineya,#digitalmarketing [119] one,#in [66] #sevasamarpan,know Top Word Pairs in Tweet in G6:
[42] #entrepreneur,#business [37] #business,#entrepreneur [37] #motivation,#success [32] #business,#motivation [31] share,#best [31] download,best [31] best,#app [28] #best,#business [28] #business,content [22] #success,#entrepreneurship Top Word Pairs in Tweet in G7:
[31] #startups,#entrepreneurship [28] #change,#future [27] #future,#startups [26] #innovation,#change [20] co,founder [20] #entrepreneurship,#sustainability [16] #southsummit21,#arenastage [14] #arenastage,#innovation [13] south_summit,'we [10] #southsummit21,#innovation Top Word Pairs in Tweet in G8:
[11] check,issi's [11] issi's,video [11] #upissi,#smallbusinessph [11] #smallbusinessph,#entrepreneurshipph [11] #entrepreneurshipph,#msmes [10] video,#tiktok [10] #tiktok,#upissi [9] #msmes,#msmeph [7] #supportsmallbusiness,#upissitrainingprograms [7] #supportlocal,#entrepreneurship Top Word Pairs in Tweet in G9:
[77] fastcompany,#fastcompany [56] #fastcompany,#business [29] #business,#entrepreneurship [24] #millionairemindset,#money [24] #money,#motivation [24] #motivation,#networth [24] #networth,#profit [24] #profit,#personalfinance [24] #personalfinance,#invest [24] #invest,#investment Top Word Pairs in Tweet in G10:
[177] #100daysofcode,#javascript [171] #javascript,#python [162] domainfq,domain [153] #python,#apple [139] #marketing,#100daysofcode [138] #name,#domain [138] #domain,#marketing [97] domain,name [97] name,sale [76] listed,sale Top Replied-To in Entire Graph:
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Top Replied-To in G7:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: