The graph represents a network of 5,844 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 February 2019 at 04:11 UTC.
The requested start date was Saturday, 16 February 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 5-hour, 3-minute period from Friday, 15 February 2019 at 19:57 UTC to Saturday, 16 February 2019 at 01:01 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 : 5844
Unique Edges : 6228
Edges With Duplicates : 921
Total Edges : 7149
Number of Edge Types : 3
Mentions : 4719
Replies to : 803
Tweet : 1627
Self-Loops : 1627
Reciprocated Vertex Pair Ratio : 0.00931061806656102
Reciprocated Edge Ratio : 0.0184494602551521
Connected Components : 1830
Single-Vertex Connected Components : 1155
Maximum Vertices in a Connected Component : 1181
Maximum Edges in a Connected Component : 2476
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.288359
Graph Density : 0.000149210056482522
Modularity : 0.754875
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[896] minding,business [894] sat,starbucks [894] starbucks,minding [894] business,woman [894] woman,walks [894] walks,up [894] up,dogs [893] maisieosis,sat [893] dogs,uh [338] starbucks,coffee Top Word Pairs in Tweet in G1:
[58] link,bio [47] click,link [30] shift,supervisor [30] starbucks,coffee [29] barista,store [28] retail,job [24] don,t [23] go,starbucks [20] supervisor,store [19] starbucks,gift Top Word Pairs in Tweet in G2:
[893] sat,starbucks [893] starbucks,minding [893] minding,business [893] business,woman [893] woman,walks [893] walks,up [893] up,dogs [892] maisieosis,sat [892] dogs,uh Top Word Pairs in Tweet in G3:
[13] starbucks,starbucks [12] good,job [12] job,starbucks [12] starbucks,workers [12] workers,world [12] world,tiktok [11] ashhjpg,good [8] cold,brew [6] starbucks,coffee [6] roses,red Top Word Pairs in Tweet in G4:
[246] iphone,aoc [246] aoc,texting [246] texting,starbucks [246] starbucks,coffee [246] coffee,under [246] under,arm [246] arm,movado [246] movado,watch [246] watch,wearing [245] thesurlylibert1,iphone Top Word Pairs in Tweet in G5:
[17] boycott,starbucks [16] tell,angry [16] angry,article [16] article,made [16] made,fuck [16] fuck,howardschultz [16] howardschultz,greedy [16] greedy,cretin [16] cretin,left [16] left,needs Top Word Pairs in Tweet in G6:
[182] ayer,starbucks [181] juanburgos,ayer [181] starbucks,expomuebleinternacional [181] expomuebleinternacional,guadalajara [181] guadalajara,tocó [181] tocó,presenciar [181] presenciar,más [181] más,tristes [180] tristes,historias [3] voy,contarles Top Word Pairs in Tweet in G7:
[43] disney,starbucks [43] starbucks,amazon [43] amazon,zappos [43] zappos,pillpack [43] pillpack,audible_com [42] fox,disney [38] audible_com,starkistcharlie [33] designationnine,fox [29] starkistcharlie,universalpics [14] universalpics,nestle Top Word Pairs in Tweet in G8:
[67] boycott,starbucks [61] s,making [61] making,easy [61] easy,boycott [61] starbucks,pay [61] pay,five [61] five,bucks [61] bucks,latte [61] latte,read [61] read,howard Top Word Pairs in Tweet in G9:
[70] lugar,vender [70] vender,empanadas [70] empanadas,calle [70] calle,compren [70] compren,franquicia [70] franquicia,starbucks [70] starbucks,subway [69] bajoturmeque,lugar Top Word Pairs in Tweet in G10:
[61] instant,wealth [61] wealth,tax [61] tax,schultz [61] schultz,one [61] one,brainer [61] brainer,boycott [61] boycott,starbucks [61] starbucks,good [61] good,ur [61] ur,waistline 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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