The graph represents a network of 818 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, 16 February 2019 at 02:42 UTC.
The tweets in the network were tweeted over the 10-day, 0-hour, 7-minute period from Wednesday, 06 February 2019 at 01:50 UTC to Saturday, 16 February 2019 at 01:58 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 : 818
Unique Edges : 946
Edges With Duplicates : 270
Total Edges : 1216
Self-Loops : 513
Reciprocated Vertex Pair Ratio : 0.0554675118858954
Reciprocated Edge Ratio : 0.105105105105105
Connected Components : 334
Single-Vertex Connected Components : 243
Maximum Vertices in a Connected Component : 322
Maximum Edges in a Connected Component : 629
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.158697
Graph Density : 0.000996549484816835
Modularity : 0.575907
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[28] check,out [23] new,study [18] batch,kombucha [17] kombucha,scoby [16] make,kombucha [16] first,batch [15] kombucha,workshop [14] kombucha,tap [14] love,kombucha [13] kombucha,fermented Top Word Pairs in Tweet in G1:
[23] new,study [9] bacterial,contamination [9] contamination,kombucha [9] study,finds [8] kombucha,コンブチャ [7] tea,kombucha [6] kombucha,brewing [6] cidre,シードル [6] シードル,beer [6] craftbeer,クラフトビール Top Word Pairs in Tweet in G2:
[11] kombucha,workshop [9] check,out [9] make,kombucha [8] homemade,kombucha [7] kombucha,scoby [7] scoby,starter [7] brew,kombucha [7] take,home [7] kombucha,probiotics [6] first,batch Top Word Pairs in Tweet in G3:
[3] behind,scenes [3] scenes,hbkombucha [3] hbkombucha,calgaryjournal [3] calgaryjournal,kombucha [3] kombucha,called [3] called,elixir [3] elixir,life [3] life,find [3] find,out [3] out,cgtnamerica Top Word Pairs in Tweet in G4:
[4] see,friday [4] friday,zebulonla [4] zebulonla,drop [4] drop,music [4] music,egypt80band [4] egypt80band,seunkuti [4] seunkuti,sip [4] sip,favorite [4] favorite,kombucha [3] ordinary,cocktail Top Word Pairs in Tweet in G5:
[8] hard,kombucha [6] kombucha,company [6] company,juneshine [6] juneshine,shares [6] shares,plans [6] plans,scrippsranch [6] scrippsranch,facility [6] facility,recently [6] recently,acquired [6] acquired,ballastpoint Top Word Pairs in Tweet in G6:
[4] excited,hear [4] hear,finalist [4] finalist,gefoodawards [4] gefoodawards,garbutt_elliott [4] garbutt_elliott,up [4] up,against [4] against,amazing [4] amazing,local [4] local,businesses [3] kinoko_kombucha,excited Top Word Pairs in Tweet in G7:
[5] gtskombucha,kombucha [4] kombucha,gtskombucha [2] kombucha,kombuchalove [2] kombucha,greatest [2] greatest,gift [2] gift,love [2] love,re [2] re,honored [2] honored,share [2] share,world Top Word Pairs in Tweet in G8:
[5] kombucha,keto [5] keto,colonics [5] colonics,charcoal [5] charcoal,overhyped [5] overhyped,wellness [5] wellness,promises [5] promises,debunked [5] debunked,vice [5] vice,cc [4] leahmcgrathrd,kombucha Top Word Pairs in Tweet in G9:
[5] kombucha,bar [3] grand,opening [2] uofsc,students [2] students,10 [2] 10,id [2] excited,friends [2] friends,opening [2] opening,kombucha [2] bar,tomorrow [2] tomorrow,10 Top Word Pairs in Tweet in G10:
[8] biotech,ce [8] ce,qui [8] qui,fait [8] fait,succès [8] succès,boisson [8] boisson,kombucha [8] kombucha,erquy [8] erquy,biogroupe [8] biogroupe,associée [8] associée,au Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: