The graph represents a network of 4,146 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 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 18:02 UTC.
The tweets in the network were tweeted over the 1098-day, 5-hour, 2-minute period from Sunday, 09 February 2020 at 19:57 UTC to Sunday, 12 February 2023 at 00:59 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 : 4146
Unique Edges : 1448
Edges With Duplicates : 8679
Total Edges : 10127
Number of Edge Types : 9
Retweet : 3270
MentionsInRetweet : 3334
Replies to : 910
MentionsInReplyTo : 1188
Tweet : 1238
Mentions : 120
Quote : 61
MentionsInQuote : 2
MentionsInQuoteReply : 4
Self-Loops : 1533
Reciprocated Vertex Pair Ratio : 0.0427991252733521
Reciprocated Edge Ratio : 0.0820850808867585
Connected Components : 1290
Single-Vertex Connected Components : 764
Maximum Vertices in a Connected Component : 1060
Maximum Edges in a Connected Component : 4490
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.148683
Graph Density : 0.000194237240597562
Modularity : 0.35364
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,146 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 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 18:02 UTC.
The tweets in the network were tweeted over the 1098-day, 5-hour, 2-minute period from Sunday, 09 February 2020 at 19:57 UTC to Sunday, 12 February 2023 at 00:59 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:
[1065] exclusive,event [1060] kim,seon [1060] seon,ho [1056] event,kim [890] teacha,exclusive [873] see,teacha [873] ho,2023 [870] teachastore,see [834] กซ,คล [834] คล,ซ Top Word Pairs in Tweet in G1:
[1006] exclusive,event [1004] seon,ho [1004] kim,seon [1000] event,kim [842] teacha,exclusive [828] ho,2023 [828] see,teacha [825] teachastore,see [770] คล,ซ [770] กซ,คล Top Word Pairs in Tweet in G2:
[57] kombucha,day [55] synergy,kombucha [54] gt's,living [54] kombucha,000 [54] living,foods [54] foods,giving [54] world,kombucha [54] away,year [54] giving,away [54] 000,additional Top Word Pairs in Tweet in G3:
[319] kombucha,girl [318] need,replacement [318] girl,meme [318] meme,beg [318] replacement,kombucha [317] rifflexielian,need Top Word Pairs in Tweet in G4:
[304] fat,vegans [153] vegans,exist [152] vegans,don [152] yes,know [152] fucked,vegan [152] vegan,stereotype [152] poor,vegans [152] fit,fucked [152] stereotype,guess [152] guess,poor Top Word Pairs in Tweet in G5:
[215] ส,งซ [214] งซ,อได [161] 09,19 [161] 19,น [133] วค,ะ [124] เซ,นเตอร [107] ณพร,เซ [107] ามาตามแล,วค [107] แล,วนะคะ [107] ะ,ส Top Word Pairs in Tweet in G6:
[51] compared,anyone [51] impact,compared [51] such,unique [51] jungkook,such [51] kombucha,sells [51] anyone,remember [51] unique,impact [51] remember,kombucha [50] smiiliingkookie,jungkook [29] selling,shop Top Word Pairs in Tweet in G7:
[74] hard,kombucha [72] fuck,anti [72] kombucha,drinking [72] antifa,rioting [72] fidel,castro [72] rioting,fidel [72] 45,covid [72] covid,booster [72] praising,hard [72] castro,praising Top Word Pairs in Tweet in G8:
[63] fucked,buddy [63] blueberries,kombucha [63] kombucha,oxidant [63] oxidant,fucked [62] ronnui_,blueberries Top Word Pairs in Tweet in G9:
[61] yogurt,cabra [61] queso,pasteurizar [61] cabra,oveja [61] manzana,crudo [61] oveja,queso [61] vinagre,manzana [61] umeboshi,vinagre [61] kombucha,chukrut [61] pasteurizar,kimchi [61] kimchi,umeboshi Top Word Pairs in Tweet in G10:
[39] kombucha,pussy [39] whole,foods [39] recyclable,bags [39] loose,nuts [39] girl,whole [39] fire,girl [39] nuts,recyclable [39] putting,loose [39] pussy,probably [39] foods,putting Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G7:
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: