The graph represents a network of 3,988 Twitter users whose recent tweets contained "#startup", 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 23:33 UTC.
The tweets in the network were tweeted over the 2603-day, 13-hour, 44-minute period from Thursday, 26 November 2015 at 11:15 UTC to Thursday, 12 January 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 : 3988
Unique Edges : 2678
Edges With Duplicates : 6171
Total Edges : 8849
Number of Edge Types : 9
Replies to : 167
Mentions : 1123
Tweet : 2633
Retweet : 1946
MentionsInRetweet : 2606
Quote : 135
MentionsInQuote : 89
MentionsInReplyTo : 148
MentionsInQuoteReply : 2
Self-Loops : 3072
Reciprocated Vertex Pair Ratio : 0.0278896808180973
Reciprocated Edge Ratio : 0.0542659029243292
Connected Components : 1420
Single-Vertex Connected Components : 884
Maximum Vertices in a Connected Component : 813
Maximum Edges in a Connected Component : 2454
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.566236
Graph Density : 0.000208614305419393
Modularity : 0.437024
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,988 Twitter users whose recent tweets contained "#startup", 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 23:33 UTC.
The tweets in the network were tweeted over the 2603-day, 13-hour, 44-minute period from Thursday, 26 November 2015 at 11:15 UTC to Thursday, 12 January 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 : #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 Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[375] start,teknologi [212] #startup,#technology [207] free,offering [199] gateio_startup,#startup [170] #startup,initial [165] initial,free [144] yang,lebih [138] #startup,#startups [128] 07,00 [127] #business,#startup Top Word Pairs in Tweet in G1:
[375] start,teknologi [206] #startup,#technology [144] yang,lebih [98] #startup,#tech [97] menawarkan,solusi [96] teknologi,menawarkan [95] #startup,#innovation [93] #digital,#telkomdigitalkanbangsa [76] untuk,masalah [75] teknologi,menjadi Top Word Pairs in Tweet in G2:
[205] free,offering [197] gateio_startup,#startup [168] #startup,initial [163] initial,free [128] 07,00 [122] 00,jan [117] jan,11 [113] subscription,07 [105] #d2t,dash2_trade [96] 10,jan Top Word Pairs in Tweet in G3:
[64] #blockchain,#crypto [64] #elysiumchain,#blockchain [49] true,gem [49] #bitcoin,crypto [49] gold,elysium_chain [49] elysium_chain,sky [49] sky,true [49] crypto,gold [48] #earlybird,#startup [48] #crypto,#earlybird Top Word Pairs in Tweet in G4:
[59] startup,lucky [57] weekly,report [57] #startup,projects [57] #gateio,weekly [52] gate_io,#gateio [48] lucky,wheel [43] win,#startup [34] gate_io,startup [27] #startup,whitelists [17] live,win Top Word Pairs in Tweet in G5:
[53] stpi,nurturing [52] highlight,stpi [52] india,tech [52] tech,#startup [52] proud,highlight [52] nurturing,india [52] run,#innovationweek2023 [52] #innovationweek2023,proud [52] #startup,momentum [51] momentum,thr Top Word Pairs in Tweet in G6:
[19] #ces2023,#mbadmb [19] #mbadmb,#efap [16] find,#startup [16] #efap,co [16] sebbourguignon,enilev [16] co,a3uodjxyh8 [16] #startup,interview [16] a3uodjxyh8,sebbourguignon [16] interview,#ces2023 [15] enilev,khul Top Word Pairs in Tweet in G7:
[22] #leanstartup,#startup [20] d2t,usdt [18] #startup,#ui [16] going,debt [16] business,without [16] start,business [16] debt,#leanstartup [16] without,going [10] considerations,success [10] #startup,#trading Top Word Pairs in Tweet in G8:
[56] location,mourya [56] patna,government [56] government,bihar [56] hub,#startup [56] yes,hub [56] space,prime [56] working,space [56] prime,location [56] mourya,lok [56] co,working Top Word Pairs in Tweet in G9:
[22] software,startup [14] #startup,#fintech [12] #business,#startup [11] finstreet,price [11] #frankfurt,based [11] startup,fintus [11] finance,software [11] #fintech,#finance [11] buys,münster [11] based,finance Top Word Pairs in Tweet in G10:
[19] #startup,#startups [18] #domainnames,#domain [15] domain,sale [15] #domains,#domainnames [14] #domainname,#domainnames [14] #domainsforsale,#domainname [13] #domain,#domainforsale [12] perfect,domain [12] #domain,#domainname [11] #branding,#startup Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
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: