The graph represents a network of 6,531 Twitter users whose recent tweets contained "soda tax", 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 01:49 UTC.
The tweets in the network were tweeted over the 2405-day, 3-hour, 41-minute period from Wednesday, 03 August 2016 at 18:23 UTC to Sunday, 05 March 2023 at 22:05 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 : 6531
Unique Edges : 3634
Edges With Duplicates : 10401
Total Edges : 14035
Number of Edge Types : 9
MentionsInReplyTo : 4692
Replies to : 2325
Tweet : 1307
Retweet : 2319
MentionsInRetweet : 2739
Mentions : 420
Quote : 169
MentionsInQuoteReply : 18
MentionsInQuote : 46
Self-Loops : 1708
Reciprocated Vertex Pair Ratio : 0.0513338139870224
Reciprocated Edge Ratio : 0.0976546427101906
Connected Components : 1305
Single-Vertex Connected Components : 428
Maximum Vertices in a Connected Component : 2859
Maximum Edges in a Connected Component : 7092
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.931012
Graph Density : 0.000170959891369773
Modularity : 0.518136
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,531 Twitter users whose recent tweets contained "soda tax", 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 01:49 UTC.
The tweets in the network were tweeted over the 2405-day, 3-hour, 41-minute period from Wednesday, 03 August 2016 at 18:23 UTC to Sunday, 05 March 2023 at 22:05 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 : soda tax
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:
[1592] soda,tax [984] left,right [983] fda,funneled [983] leading,universities [983] think,tanks [983] universities,well [983] money,professors [983] well,think [983] funneled,money [983] tanks,left Top Word Pairs in Tweet in G1:
[961] well,think [961] left,right [961] fda,funneled [961] leading,universities [961] watched,fda [961] professors,leading [961] funneled,money [961] think,tanks [961] universities,well [961] money,professors Top Word Pairs in Tweet in G2:
[232] lunch,special [203] soda,tax [116] special,lunch [116] special,11am [116] 11am,3pm [93] 99,tax [87] soda,29 [87] 29,tax [58] 2l,soda [58] pizzas,toppings Top Word Pairs in Tweet in G3:
[234] soda,tax [47] tax,money [28] jeff,brown [26] million,dollars [20] 300,million [18] city,council [16] philadelphia,city [12] bill,160682 [11] money,300 [10] more,police Top Word Pairs in Tweet in G4:
[11] soda,tax [10] mw_royers,piper4missouri [9] sales,tax [9] tab_soda_mph,schoolchoicene [8] schoolchoicene,mw_royers [8] tax,dollars [6] tomaandp,richardtiggela2 [6] richardtiggela2,andrewbarness [6] income,tax [6] andrewbarness,nebraskamegan Top Word Pairs in Tweet in G5:
[115] soda,tax [108] newfoundland,labrador [94] labrador,imposing [94] first,province [94] 20,soda [94] tax,soft [94] province,impose [94] drinks,becoming [94] imposing,20 [94] soft,drinks Top Word Pairs in Tweet in G6:
[94] soda,tax [93] tax,tax [91] middle,class [91] tax,poor [91] poor,middle [91] democrat,senate [91] pennsylvania,democrat [91] senate,candidate [91] candidate,john [91] fetterman,soda Top Word Pairs in Tweet in G7:
[63] soda,tax [16] tax,brilliant [15] endorsed,soda [15] fetterman,endorsed [15] tax,soda [15] problem,imposing [14] bernie,sanders [13] regressive,increasing [12] state,approach [12] radical,bernie Top Word Pairs in Tweet in G8:
[43] soda,tax [17] many,many [17] tax,bad [17] good,idea [17] bad,good [17] reasons,surface [17] surface,seems [17] seems,sound [17] many,reasons [17] idea,many Top Word Pairs in Tweet in G9:
[46] soft,drinks [42] soda,tax [40] drinks,industry [40] industry,levy [26] uk,soft [26] time,uk [25] shown,first [25] helped,prevent [25] prevent,thousands [25] levy,helped Top Word Pairs in Tweet in G10:
[12] rishisaunam,maximebernier [12] carbon,tax [12] maximebernier,pierrepoilievre [8] elsworthroy,chris__soda [7] chris__soda,rishisaunam [7] honkhonkdrv,elsworthroy [7] health,care [7] pierrepoilievre,cpc_hq [7] chuck_zw,chris__soda [6] kevindupuisppc,honkhonkdrv Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: