The graph represents a network of 4,687 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 16:58 UTC.
The tweets in the network were tweeted over the 2048-day, 20-hour, 6-minute period from Tuesday, 08 August 2017 at 03:49 UTC to Saturday, 18 March 2023 at 23:56 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 : 4687
Unique Edges : 2340
Edges With Duplicates : 8108
Total Edges : 10448
Number of Edge Types : 9
Tweet : 1792
Retweet : 2463
MentionsInRetweet : 2925
Replies to : 1300
MentionsInReplyTo : 1650
Quote : 122
MentionsInQuote : 9
Mentions : 185
MentionsInQuoteReply : 2
Self-Loops : 2181
Reciprocated Vertex Pair Ratio : 0.0658973580321895
Reciprocated Edge Ratio : 0.123646723646724
Connected Components : 1941
Single-Vertex Connected Components : 1117
Maximum Vertices in a Connected Component : 386
Maximum Edges in a Connected Component : 2350
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 1.987519
Graph Density : 0.00015981218107567
Modularity : 0.386905
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,687 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 16:58 UTC.
The tweets in the network were tweeted over the 2048-day, 20-hour, 6-minute period from Tuesday, 08 August 2017 at 03:49 UTC to Saturday, 18 March 2023 at 23:56 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:
[859] คอมบ,ชา [788] ชะ,คอมบ [695] ท,ชะ [438] teachastore,ท [431] eye,contact [430] teacha,eye [430] contact,challenge [337] teacha,kombucha [312] teachastore,teacha [297] years,ago Top Word Pairs in Tweet in G1:
[36] kombucha,life [32] drinking,kombucha [32] hard,kombucha [26] intricately,linked [26] linked,risks [26] much,caffeine [26] many,probiotics [26] drinking,much [26] caffeine,many [26] sugar,much Top Word Pairs in Tweet in G2:
[787] ชะ,คอมบ [787] คอมบ,ชา [694] ท,ชะ [437] teachastore,ท [430] contact,challenge [430] eye,contact [430] teacha,eye [337] teacha,kombucha [312] teachastore,teacha [222] kim,seon Top Word Pairs in Tweet in G3:
[293] raw,milk [293] scones,raw [293] hemp,scones [292] great,forbidden [292] few,years [292] forbidden,feast [292] know,repthomasmassie [292] feast,hemp [292] milk,kombucha [292] ago,great Top Word Pairs in Tweet in G4:
[168] lan,wangji's [168] definitely,started [168] birthed,sizhui [168] kink,definitely [168] wangji's,breeding [168] wuxian,told [168] sizhui,right [168] right,moment [168] wei,wuxian [168] breeding,kink Top Word Pairs in Tweet in G5:
[141] stopped,serving [141] kombucha,wework [141] wework,nate [141] nate,silver [141] free,kombucha [141] times,tough [141] tough,ohio [141] serving,free [141] ohio,town [141] town,stopped Top Word Pairs in Tweet in G6:
[60] microbiome,fancies [60] don,give [60] perhaps,don [60] give,shit [60] kombucha,perhaps [60] aww,microbiome [60] foods,little [60] quality,fermented [60] fermented,foods [60] little,kombucha Top Word Pairs in Tweet in G7:
[56] teazen,kombucha [44] kim,tae [44] sparkling,tea [44] tae,ri [44] ri,teazen [44] kombucha,sparkling [34] tea,pre [34] pre,order [34] order,march [34] march,20 Top Word Pairs in Tweet in G9:
[33] kautharah_bae,mr___honey [18] mr___honey,kombucha [11] buganda,kombucha [10] mr___honey,buganda [2] uganda,kombucha [2] mr___honey,city [2] city,kombucha [2] mr___honey,uganda Top Word Pairs in Tweet in G10:
[30] spilling,kombucha [30] wildly,spilling [30] h6,line [30] kombucha,zoom [30] cleaning,lover's [30] gesturing,wildly [30] line,cleaning [30] zoom,h6 [30] lover's,marble [30] marble,bust Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G8:
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: