The graph represents a network of 5,305 Twitter users whose recent tweets contained "Kombucha", 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 17:57 UTC.
The tweets in the network were tweeted over the 1222-day, 7-hour, 43-minute period from Tuesday, 15 October 2019 at 17:17 UTC to Sunday, 19 February 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 : 5305
Unique Edges : 1563
Edges With Duplicates : 8626
Total Edges : 10189
Number of Edge Types : 8
Replies to : 1097
MentionsInReplyTo : 1401
Tweet : 1161
Retweet : 3053
MentionsInRetweet : 3097
Quote : 253
Mentions : 115
MentionsInQuote : 12
Self-Loops : 1382
Reciprocated Vertex Pair Ratio : 0.0467642890883325
Reciprocated Edge Ratio : 0.0893501805054152
Connected Components : 1275
Single-Vertex Connected Components : 751
Maximum Vertices in a Connected Component : 1862
Maximum Edges in a Connected Component : 3741
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.045196
Graph Density : 0.000157510985253958
Modularity : 0.43127
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,305 Twitter users whose recent tweets contained "Kombucha", 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 17:57 UTC.
The tweets in the network were tweeted over the 1222-day, 7-hour, 43-minute period from Tuesday, 15 October 2019 at 17:17 UTC to Sunday, 19 February 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 : Kombucha
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:
[1838] dont,play [1837] bout,kombucha [1837] know,dont [1837] play,bout [1836] ilyclemmie,know [444] contributed,240cans [444] followers,contributed [444] ig,followers [444] 240cans,d7 [444] phakphum,apo Top Word Pairs in Tweet in G1:
[1832] bout,kombucha [1832] dont,play [1832] play,bout [1832] know,dont [1831] ilyclemmie,know [7] king,kombucha [6] tell,don [6] look,king [6] don,look [6] sarahtherapper,tell Top Word Pairs in Tweet in G2:
[59] kombucha,day [58] synergy,kombucha [56] year,synergy [56] celebrate,world [56] additional,bottles [56] world,kombucha [56] 000,additional [56] kombucha,000 [56] giving,away [56] away,year Top Word Pairs in Tweet in G3:
[444] apo,nattawin [444] contributed,240cans [444] ig,followers [444] followers,contributed [444] 240cans,d7 [444] congratulations,3million [444] nattawin,congratulations [444] 3million,ig [444] mile,phakphum [444] phakphum,apo Top Word Pairs in Tweet in G4:
[24] pescado,crudo [17] coles,bruselas [12] crudo,ostras [10] sé,kombucha [9] kombucha,sé [9] bruselas,pescado [8] idea,kombucha [8] probado,kombucha [8] ostras,camarón [7] kombucha,probado Top Word Pairs in Tweet in G5:
[159] exclusive,event [159] seon,ho [159] kim,seon [159] event,kim [157] teacha,exclusive [114] จ,ดงานเป [113] เปล,ยนแปลงสถานท [113] พฤษภาคมน,เปล [113] ho,ท [113] นท,พฤษภาคมน Top Word Pairs in Tweet in G6:
[72] sold,lemon [72] kombucha,jungkook [72] armys,sold [72] jungkook,liked [72] flavored,kombucha [72] lemon,flavored [72] remember,armys [71] jiminssikookies,remember Top Word Pairs in Tweet in G7:
[53] food,good [53] kimchi,kefir [53] good,health [53] kefir,kombucha [53] fermented,food [53] kombucha,fermented [52] dw_scitech,kimchi Top Word Pairs in Tweet in G8:
[46] ada,gyoza [46] didalamnya,seger [46] trus,yang [46] buat,pecinta [46] banget,buat [46] yang,unik [46] seger,banget [46] pecinta,mentai [46] isian,buah [46] unik,ada Top Word Pairs in Tweet in G9:
[28] came,over [28] found,sunshine [28] gorgeous,olds [28] kombucha,lovely [28] immediately,found [28] alberta,immediately [28] arrived,gorgeous [28] over,tell [28] olds,alberta [28] woman,came Top Word Pairs in Tweet in G10:
[18] try,kombucha [18] kombucha,popsicles [17] insiderfood,try [12] makes,over [12] brewery,makes [12] kombucha,day [12] bottles,kombucha [11] over,100 [11] 100,000 [11] 000,bottles Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G9:
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: