The graph represents a network of 5,694 Twitter users whose tweets in the requested range contained "starbucks", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 16 March 2019 at 03:11 UTC.
The requested start date was Saturday, 16 March 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 6-hour, 6-minute period from Friday, 15 March 2019 at 17:54 UTC to Saturday, 16 March 2019 at 00:01 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 : 5694
Unique Edges : 6290
Edges With Duplicates : 1275
Total Edges : 7565
Number of Edge Types : 3
Mentions : 4415
Tweet : 2067
Replies to : 1083
Self-Loops : 2067
Reciprocated Vertex Pair Ratio : 0.0154759380962476
Reciprocated Edge Ratio : 0.0304801670146138
Connected Components : 2281
Single-Vertex Connected Components : 1547
Maximum Vertices in a Connected Component : 1511
Maximum Edges in a Connected Component : 3433
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.399254
Graph Density : 0.000147766799434673
Modularity : 0.663269
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[262] starbucks,coffee [236] starbucks,karenvjuliette [200] come,starbucks [189] starbucks,order [188] starbucks,frappuccino [183] michael,jackson [181] itsfoodporn,starbucks [174] disney,starbucks [172] アイドル,アイドルヲタク [172] アイドルヲタク,元乃木坂46 Top Word Pairs in Tweet in G1:
[182] starbucks,coffee [160] アイドル,アイドルヲタク [160] アイドルヲタク,元乃木坂46 [160] coffee,最近タピオカにハマってる [159] 椎名,優 [159] 優,アイドル [159] 元乃木坂46,斎藤ちはるさん [158] ゆーまにあ王国,椎名 [158] 斎藤ちはるさん,disney [158] disney,starbucks Top Word Pairs in Tweet in G2:
[236] starbucks,karenvjuliette [80] mjinnocent,mjinnocent [77] michael,jackson [54] starbucks,annasudsy [42] karenvjuliette,starbucks [28] mj,innocent [27] innocent,mj [26] starbucks,now [26] starbucks,coffee [21] enraged,guys Top Word Pairs in Tweet in G3:
[182] starbucks,frappuccino [181] itsfoodporn,starbucks Top Word Pairs in Tweet in G4:
[167] vanilla,cream [165] come,starbucks [165] starbucks,order [165] order,vanilla [165] cream,frappe [165] frappe,add [165] add,white [165] white,mocha [165] mocha,syrup [165] syrup,java Top Word Pairs in Tweet in G5:
[75] michael,jackson [58] h,m [34] boycotting,starbucks [33] list,people [33] people,brands [33] brands,boycotting [33] starbucks,h [33] m,sam [33] sam,smith [33] smith,ellen Top Word Pairs in Tweet in G6:
[106] howard,schultz [98] curious,fallout [98] fallout,howard [98] schultz,personally [98] personally,starbucks [98] starbucks,corporate [98] corporate,wise [98] wise,s [97] soledadobrien,curious [97] s,percei Top Word Pairs in Tweet in G7:
[85] walking,starbucks [85] starbucks,4am [84] jordynnegrace,walking Top Word Pairs in Tweet in G8:
[39] expedia,trivago [39] trivago,disney [39] disney,starkistcharlie [39] starkistcharlie,sleepnumber [38] foxnews,expedia [37] sleepnumber,universalpics [28] universalpics,starbucks [14] designationsix,foxnews [9] designationsix,bennydiego [9] bennydiego,foxnews Top Word Pairs in Tweet in G9:
[23] arianagrande,starbucks [10] italy's,starbucks [10] starbucks,largest [10] largest,europe [10] didn,t [10] t,know [9] businessinsider,italy's [9] starbucks,played [9] played,seven [9] seven,arianagrande Top Word Pairs in Tweet in G10:
[14] here,foxnews [14] foxnews,sponsors [14] sponsors,tagged [13] tagged,notified [12] notified,each [8] each,retweet [2] retweet,c Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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