The graph represents a network of 8,425 Twitter users whose recent tweets contained "#branding", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 30,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 8/31/2023 8:52:47 PM. The network was obtained from Twitter on Friday, 01 September 2023 at 07:27 UTC.
The tweets in the network were tweeted over the 2860-day, 10-hour, 28-minute period from Sunday, 01 November 2015 at 17:22 UTC to Friday, 01 September 2023 at 03:51 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 : 8425
Unique Edges : 7329
Edges With Duplicates : 8856
Total Edges : 16185
Number of Edge Types : 8
Retweet : 3612
Replies to : 410
Tweet : 9084
Quote : 201
MentionsInRetweet : 743
Mentions : 1944
MentionsInReplyTo : 84
MentionsInQuote : 107
Self-Loops : 10046
Reciprocated Vertex Pair Ratio : 0.0273259596616786
Reciprocated Edge Ratio : 0.0531982267257758
Connected Components : 4659
Single-Vertex Connected Components : 3657
Maximum Vertices in a Connected Component : 803
Maximum Edges in a Connected Component : 1722
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 3.857322
Graph Density : 6.6744443599043E-05
Modularity : 0.406831
NodeXL Version : 1.0.1.520
Data Import : The graph represents a network of 8,425 Twitter users whose recent tweets contained "#branding", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 30,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 8/31/2023 8:52:47 PM. The network was obtained from Twitter on Friday, 01 September 2023 at 07:27 UTC.
The tweets in the network were tweeted over the 2860-day, 10-hour, 28-minute period from Sunday, 01 November 2015 at 17:22 UTC to Friday, 01 September 2023 at 03:51 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 : TwitterSearch3
Graph Term : #branding
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[633] #branding,#marketing [630] #marketing,#branding [377] social,media [368] #logo,#logodesign [328] #branding,#digitalmarketing [323] discover,more [317] #brand,#branding [284] logo,design [280] #logos,#branding [261] #branding,#business Top Word Pairs in Tweet in G1:
[414] #marketing,#branding [397] #branding,#marketing [247] social,media [206] #logodesign,#branding [205] #brand,#branding [204] #branding,#personalbranding [193] #digitalamarketing,#branding [193] #seotips,#seoexpert [193] #seo,#seotips [191] #seoexpert,#digitalamarketing Top Word Pairs in Tweet in G2:
[311] discover,more [245] #logos,#branding [185] #branding,#logodesign [182] trademarks,symbols [182] symbols,world [181] yasaburo,kuwayama's [179] world,volume [179] volume,discover [179] kuwayama's,trademarks [179] logos,yasaburo Top Word Pairs in Tweet in G3:
[246] mural,collab [245] republik,brings [245] shout,unbotherwolves [245] unbotherwolves,trust [245] trust,mural [245] life,shout [245] #cnftproject,life [245] brings,virtual [245] virtual,#cnftproject [245] monkies,republik Top Word Pairs in Tweet in G4:
[43] #domains,#branding [42] #branding,#marketing [36] #marketing,#digitalmarketing [25] #rnc,#nra [19] #4pz,#repost [13] #branding,#digitalmarketing [12] #repost,#branding [12] #nra,#domains [9] #digitalmarketing,#repost [8] blessings,hope Top Word Pairs in Tweet in G5:
[35] #age,#gpt [35] #generativeai,#brands [35] evolution,#product [35] #product,#branding [35] #branding,#age [35] #gpt,johnnosta [28] psychologytoday,#generativeai [28] johnnosta,psychologytoday [27] #brands,#promptengi [27] enilev,evolution Top Word Pairs in Tweet in G6:
[111] #sony,#design [111] #design,#logo [111] #logodesign,#logoinspiration [111] #logo,#logodesign [111] #logoinspiration,#branding [33] #psp,#playstation [33] #playstation,#playstationportable [33] #branding,#psp [33] 2004,#sony [33] psp,2004 Top Word Pairs in Tweet in G7:
[43] drive,business [43] trust,boost [43] customer,trust [43] create,value [43] business,growth [43] value,proposition [43] brand,loyalty [43] build,customer [43] loyalty,drive [43] proposition,build Top Word Pairs in Tweet in G8:
[20] #branding,#usa [20] #usa,#marketing [20] #women,#zelda [20] #esports,#women [20] #startup,#investing [19] #india,#startup [19] #zelda,#cosplayergirl [19] #america,#minecraft [19] #csgo,#games [19] #minecraft,#streaming Top Word Pairs in Tweet in G9:
[11] #branding,#identity [7] tweetsbytbi,#branding [6] custom,typeface [6] bennett,tweetsbytbi [5] typeface,npglondon [5] team,monotype [5] tom,foley [5] letters,likeness [5] monotype,editbrandstudio [5] foley,team Top Word Pairs in Tweet in G10:
[7] #branding,#marketing [7] blazedrts,driprt [6] #lifedesign,#designs [6] looking,logo [6] #marketing,#graphic [6] #businessman4k,#business [6] wwwanpaus,sme_rt [6] #logodesign,#web [6] driprt,wwwanpaus [6] retweelgend,kickstreamslive Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
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: