The graph represents a network of 6,547 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 01:49 UTC.
The tweets in the network were tweeted over the 2412-day, 4-hour, 27-minute period from Wednesday, 03 August 2016 at 18:23 UTC to Sunday, 12 March 2023 at 22:50 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 : 6547
Unique Edges : 3564
Edges With Duplicates : 10651
Total Edges : 14215
Number of Edge Types : 9
Replies to : 2352
MentionsInReplyTo : 4877
Retweet : 2294
MentionsInRetweet : 2717
Tweet : 1319
Mentions : 421
Quote : 170
MentionsInQuoteReply : 15
MentionsInQuote : 50
Self-Loops : 1734
Reciprocated Vertex Pair Ratio : 0.0504032258064516
Reciprocated Edge Ratio : 0.0959692898272553
Connected Components : 1312
Single-Vertex Connected Components : 432
Maximum Vertices in a Connected Component : 2746
Maximum Edges in a Connected Component : 6604
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.27274
Graph Density : 0.000170195242923959
Modularity : 0.512717
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,547 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 01:49 UTC.
The tweets in the network were tweeted over the 2412-day, 4-hour, 27-minute period from Wednesday, 03 August 2016 at 18:23 UTC to Sunday, 12 March 2023 at 22:50 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:
[1573] soda,tax [985] left,right [984] fda,funneled [984] leading,universities [984] think,tanks [984] universities,well [984] money,professors [984] well,think [984] funneled,money [984] tanks,left Top Word Pairs in Tweet in G1:
[963] watched,fda [963] well,think [963] money,professors [963] professors,leading [963] tanks,left [963] leading,universities [963] fda,funneled [963] left,right [963] think,tanks [963] funneled,money Top Word Pairs in Tweet in G2:
[232] lunch,special [207] soda,tax [116] 11am,3pm [116] special,lunch [116] special,11am [93] 99,tax [87] soda,29 [87] 29,tax [58] pizzas,toppings [58] 2l,soda Top Word Pairs in Tweet in G3:
[249] soda,tax [49] tax,money [31] jeff,brown [26] million,dollars [20] 300,million [19] city,council [16] philadelphia,city [13] next,mayor [13] good,done [12] bill,160682 Top Word Pairs in Tweet in G4:
[115] soda,tax [108] newfoundland,labrador [94] drinks,becoming [94] imposing,20 [94] first,province [94] 20,soda [94] province,impose [94] tax,soft [94] soft,drinks [94] labrador,imposing Top Word Pairs in Tweet in G5:
[63] soda,tax [16] tax,brilliant [15] problem,imposing [15] tax,soda [15] fetterman,endorsed [15] endorsed,soda [14] bernie,sanders [13] regressive,increasing [12] governing,problem [12] approach,governing Top Word Pairs in Tweet in G6:
[19] soda,tax [15] sales,tax [12] income,tax [9] gas,tax [8] highest,gas [8] term,care [8] long,term [7] property,tax [7] tax,soda [7] illegal,income Top Word Pairs in Tweet in G7:
[70] soda,tax [69] tax,tax [67] democrat,senate [67] poor,middle [67] tax,poor [67] fetterman,soda [67] middle,class [67] senate,candidate [67] candidate,john [67] pennsylvania,democrat Top Word Pairs in Tweet in G8:
[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 G9:
[48] completely,backfired [48] backfired,study [48] 'soda,tax' [48] tax',completely [48] philadelphia,'soda [46] zerohedge,philadelphia [8] soda,tax [4] nycexpatmom,whenever [4] mention,soda [4] chicagoland,hear Top Word Pairs in Tweet in G10:
[72] kenyans,pay [72] pay,tax [71] tax,electricity [71] someone,told [71] unga,rice [71] electricity,fuel [71] told,8m [71] sch,uniform [71] uniform,bks [71] fuel,bread 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 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: