The graph represents a network of 11,466 Twitter users whose recent tweets contained "#startup", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 13 January 2023 at 15:40 UTC.
The tweets in the network were tweeted over the 3-day, 8-hour, 18-minute period from Tuesday, 10 January 2023 at 04:54 UTC to Friday, 13 January 2023 at 13:13 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 : 11466
Unique Edges : 15738
Edges With Duplicates : 11278
Total Edges : 27016
Number of Edge Types : 5
Retweet : 8671
MentionsInRetweet : 6286
Tweet : 8252
Mentions : 3484
Replies to : 323
Self-Loops : 8651
Reciprocated Vertex Pair Ratio : 0.0257951245864002
Reciprocated Edge Ratio : 0.0502929366072016
Connected Components : 2921
Single-Vertex Connected Components : 1886
Maximum Vertices in a Connected Component : 5675
Maximum Edges in a Connected Component : 17137
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.681824
Graph Density : 0.000115558093254187
Modularity : 0.571632
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 11,466 Twitter users whose recent tweets contained "#startup", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 13 January 2023 at 15:40 UTC.
The tweets in the network were tweeted over the 3-day, 8-hour, 18-minute period from Tuesday, 10 January 2023 at 04:54 UTC to Friday, 13 January 2023 at 13:13 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 : TwitterSearch
Graph Term : #startup
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1264] utc,airdrop [1237] airdrop,value [1181] #gateio,#airdrop [1116] #gateiostartup,#gateio [1095] #airdrop,#launchpad [1055] 00,jan [987] #startup,initial [985] initial,offering [856] 07,00 [849] 000,claim Top Word Pairs in Tweet in G1:
[111] #business,#startup [107] #startup,#entrepreneur [105] #startup,#smallbusiness [97] #startup,#startups [90] #entrepreneur,#startup [85] #smallbusiness,#entrepreneur [84] #startup,#business [82] #businessplanning,#startup [82] business,plan [81] #businessplan,#businessplanning Top Word Pairs in Tweet in G2:
[1152] utc,airdrop [1150] airdrop,value [1051] #gateio,#airdrop [1029] #gateiostartup,#gateio [965] #airdrop,#launchpad [934] 00,jan [931] initial,offering [931] #startup,initial [807] 120,000 [805] value,120 Top Word Pairs in Tweet in G3:
[304] startup,lucky [296] #startup,projects [296] details,image [296] weekly,report [296] #gateio,weekly [295] bonus,high [295] markets,details [295] perpetual,markets [295] mining,bonus [295] liquidity,mining Top Word Pairs in Tweet in G4:
[108] #business,#startup [103] #startup,#entrepreneur [90] #startup,#marketing [87] #fintech,#startup [79] #startup,#startups [68] #startup,#smallbiz [66] #smallbiz,#finance [64] #sales,#marketing [64] #startups,#fintech [64] #finance,#entrepreneur Top Word Pairs in Tweet in G5:
[67] starting,business [49] #unicorns,#vc [49] #startup,#unicorns [47] #entrepreneur,#startup [45] #entrepreneurship,#startup [41] #startup,#entrepreneur [37] #business,#startup [30] #startup,#business [24] #startup,#founder [24] #startup,#tech Top Word Pairs in Tweet in G6:
[254] stpi,nurturing [140] #startups,#startup [136] role,played [136] #startupecosystem,country [136] understand,role [136] visited,stpi [136] goi_meity,#startups [136] amr,talaat [136] country,discussed [136] talaat,minister Top Word Pairs in Tweet in G7:
[74] #tech,#technology [73] #startup,#technology [73] #startup,#startups [64] #iot,#startup [62] #marketing,#startup [61] try,#seo [61] #seo,#contentmarketing [61] #articles,#blogger [61] #bloggingtips,#marketing [61] #blogger,#bloggingtips Top Word Pairs in Tweet in G8:
[102] #startupindia,#digitalindia [81] #india,#startupindia [57] #startup,#india [45] #india,#startup [44] #digitalindia,#startup [43] #funding,led [36] #digitalindia,#venturecapital [35] raised,million [32] #startup,#funding [29] series,#funding Top Word Pairs in Tweet in G9:
[179] #elysiumchain,#blockchain [179] #blockchain,#crypto [155] #bitcoin,crypto [155] crypto,gold [154] #crypto,#earlybird [154] elysium_chain,sky [154] gold,elysium_chain [154] #earlybird,#startup [153] true,gem [153] sky,true Top Word Pairs in Tweet in G10:
[22] #investment,#startup [18] #tech,#investment [18] #startup,#funding [17] #startup,#entrepreneurship [9] la,#startup [9] #technology,#funding [8] de,#inteligenciaartificial [8] libras,esterlinas [8] de,la [8] #salud,biontech_group Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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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: