The graph represents a network of 4,254 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 22:33 UTC.
The tweets in the network were tweeted over the 2666-day, 12-hour, 44-minute period from Thursday, 26 November 2015 at 11:15 UTC to Thursday, 16 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 : 4254
Unique Edges : 3351
Edges With Duplicates : 6927
Total Edges : 10278
Number of Edge Types : 8
Tweet : 2339
Retweet : 2425
MentionsInRetweet : 3805
Mentions : 1245
Quote : 61
MentionsInQuote : 102
Replies to : 156
MentionsInReplyTo : 145
Self-Loops : 2783
Reciprocated Vertex Pair Ratio : 0.0187257364695136
Reciprocated Edge Ratio : 0.0367630576104013
Connected Components : 1283
Single-Vertex Connected Components : 741
Maximum Vertices in a Connected Component : 1482
Maximum Edges in a Connected Component : 4901
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 8.073735
Graph Density : 0.000246569500264809
Modularity : 0.466648
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,254 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 22:33 UTC.
The tweets in the network were tweeted over the 2666-day, 12-hour, 44-minute period from Thursday, 26 November 2015 at 11:15 UTC to Thursday, 16 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 : #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:
[599] free,offering [579] gateio_startup,#startup [484] #startup,free [475] mar,15 [360] 14,mar [360] mar,14 [359] utc,airdrop [331] subscription,11 [324] lm,playnomm [319] 15,utc Top Word Pairs in Tweet in G1:
[122] #startup,#funding [118] #founders,#startup [116] hey,#founders [109] 2023,hey [76] grant,deadline [74] #startup,#jobs [72] #recrutement,#entreprises [72] publiée,emploisjob [72] #job,#emplois [72] #jobs,#rh Top Word Pairs in Tweet in G2:
[595] free,offering [576] gateio_startup,#startup [480] #startup,free [472] mar,15 [360] 14,mar [360] mar,14 [358] utc,airdrop [330] subscription,11 [324] lm,playnomm [319] 15,utc Top Word Pairs in Tweet in G3:
[84] startup,lucky [81] weekly,report [81] #startup,projects [81] #gateio,weekly [80] gate_io,#gateio [73] lucky,wheel [65] win,#startup [51] gate_io,startup [38] #startup,whitelists [27] live,win Top Word Pairs in Tweet in G4:
[81] incubated,#startup [79] #startup,omdatt [79] set,hydroponic [79] stpiindia,#stpibeyondmetros [79] stpi_fasal,set [79] agrotech,services [79] #stpibeyondmetros,stpi_fasal [79] currently,incubated [79] hydroponic,lab [79] omdatt,agrotech Top Word Pairs in Tweet in G5:
[18] 550,milioni [12] #pmi,#startup [10] green,digital [10] fine,sostenere [10] sostenere,progetti [10] progetti,green [10] digital,#venturecapital [10] #pnrr,#pmi [10] #startup,fine [10] milioni,#pnrr Top Word Pairs in Tweet in G6:
[34] #entrepreneur,#startup [26] #100daysofcode,#infosec [20] #startup,#fintech [17] #fintech,#codenewbie [16] #codenewbie,#100daysofcode [16] #crowdfunding,#gamblingtwitter [13] #success,#entrepreneur [13] #programming,#indiedev [13] #memes,#nz [12] #infosec,#programming Top Word Pairs in Tweet in G7:
[9] #startup,#tech [9] radio,station [9] playing,radio [8] bw,retail [8] #fintech,#startup [8] retail,world [7] #sales,#retail [7] #vc,#founder [7] venue,park [7] 24,2023 Top Word Pairs in Tweet in G8:
[10] impact,technologie [9] #frenchiot,impact [7] 2023,portez [7] votre,#startup [7] #femmesdunumérique,2023 [7] portez,projet [7] coups,#laposte [7] #îledefrance,participez [7] #innovant,#îledefrance [7] #concours,coups Top Word Pairs in Tweet in G9:
[11] #startup,#startups [9] #cleantech,#technology [9] #green,#tech [9] #technology,#sustainability [9] #tech,#cleantech [8] #sustainability,#sustainable [8] #india,#indiancricketteam [8] read,more [8] #indiancricketteam,#usa [8] #usa,#ai Top Word Pairs in Tweet in G10:
[34] #vacation,#travel [34] #digitalmarketing,#onlinemarketing [34] #onlinemarketing,#vacation [18] #leanstartup,#startup [16] contribute,financial [16] analytics,contribute [16] financial,sector [16] business,analytics [11] #startup,#ico [11] #travel,#emailmarketing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
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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: