The graph represents a network of 7,698 Twitter users whose recent tweets contained "Kombucha", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 20 April 2019 at 02:39 UTC.
The tweets in the network were tweeted over the 9-day, 20-hour, 34-minute period from Wednesday, 10 April 2019 at 05:53 UTC to Saturday, 20 April 2019 at 02:27 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 7698
Unique Edges : 7077
Edges With Duplicates : 1298
Total Edges : 8375
Self-Loops : 3937
Reciprocated Vertex Pair Ratio : 0.0387481371087928
Reciprocated Edge Ratio : 0.0746054519368723
Connected Components : 4044
Single-Vertex Connected Components : 2675
Maximum Vertices in a Connected Component : 1030
Maximum Edges in a Connected Component : 1550
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.246167
Graph Density : 7.05804844859133E-05
Modularity : 0.648687
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[321] tried,kombucha [293] out,here [286] kombucha,hiking [285] first,tried [284] time,first [283] assange,out [283] here,looking [283] looking,tell [283] tell,time [283] hiking,andes Top Word Pairs in Tweet in G1:
[98] drinking,kombucha [83] drink,kombucha [78] kombucha,market [73] market,projected [73] projected,grow [73] grow,rapidly [73] rapidly,due [73] due,rising [73] rising,product [73] product,innovations Top Word Pairs in Tweet in G2:
[11] gut,health [10] check,out [9] #kombucha,#nyc [9] #nyc,#newyork [9] #newyork,#newyorkcity [9] #newyorkcity,#manhattan [9] #manhattan,#health [9] #health,#healthy [9] very,excited [9] excited,report Top Word Pairs in Tweet in G3:
[283] time,first [283] first,tried [283] tried,kombucha [282] assange,out [282] out,here [282] here,looking [282] looking,tell [282] tell,time [282] kombucha,hiking [282] hiking,andes Top Word Pairs in Tweet in G4:
[111] drank,kombucha [111] kombucha,still [111] still,chronic [111] chronic,pain [111] pain,gives [110] painandcats_,drank [63] kale,kombucha [54] kombucha,cauliflower [54] cauliflower,buffalo [54] buffalo,wings Top Word Pairs in Tweet in G5:
[13] #funbynature,#novakombucha [6] 6,alc [5] gluten,free [5] free,vegan [4] vegan,probiotic [4] probiotic,naturally [4] naturally,fermented [4] fermented,6 [4] alc,best [4] best,enjoyed Top Word Pairs in Tweet in G6:
[4] computer,scientist [4] katie,bouman [4] social,media [4] didn,t [3] black,hole [3] play,365 [3] one,time [3] time,favorite [2] wnba,unveiled [2] unveiled,new Top Word Pairs in Tweet in G7:
[2] pretty,much Top Word Pairs in Tweet in G8:
[15] kombucha,ipa [11] ipa,newhollandbrew [8] drinking,kombucha [6] replacing,kombucha [4] heathen,brewing [4] brewing,heathenferalpub [4] heathenferalpub,kombucha [4] kombucha,apple [4] apple,spice [4] new,holland Top Word Pairs in Tweet in G9:
[28] people,voluntarily [28] voluntarily,drink [28] drink,kombucha [28] kombucha,super [28] super,sketchy [27] noahdavis50,people Top Word Pairs in Tweet in G10:
[26] happy,birthday [26] birthday,anthonygreen [26] anthonygreen,thanks [26] thanks,existing [26] existing,inspiring [26] inspiring,chug [26] chug,kombucha [26] kombucha,celebrate [25] donovan_hts,happy Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: