soda tax, Twitter, 9/19/2022 1:11:20 AM, 282061


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soda tax_2022-09-18_17-45-00.xlsx
soda tax_2022-09-18_17-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2022
Short Description:
soda tax via NodeXL https://bit.ly/3Sa9BU1
@zerohedge
@truthhurts1983
@taxreformer
@mike_palicz
@realdailywire
@holloway923
@theblaze
@ia_vets
@johnkartch
@johnfetterman

Top hashtags:
#sodatax
#pasen
#investinminerals
#fathead
#philadelphia
#citylawmakers

Description:
Description
The graph represents a network of 593 Twitter users whose tweets in the requested range contained "soda tax", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 19 September 2022 at 00:45 UTC.

The requested start date was Monday, 19 September 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 5-hour, 47-minute period from Monday, 05 September 2022 at 05:18 UTC to Saturday, 17 September 2022 at 11:05 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


Overall Graph Metrics
Vertices : 593
Unique Edges : 376
Edges With Duplicates : 480
Total Edges : 856
Number of Edge Types : 5
Retweet : 217
MentionsInRetweet : 285
Replies to : 92
Mentions : 135
Tweet : 127
Self-Loops : 131
Reciprocated Vertex Pair Ratio : 0.00597609561752988
Reciprocated Edge Ratio : 0.0118811881188119
Connected Components : 168
Single-Vertex Connected Components : 79
Maximum Vertices in a Connected Component : 158
Maximum Edges in a Connected Component : 339
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 4.120647
Graph Density : 0.00143851693177157
Modularity : 0.61647
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 593 Twitter users whose tweets in the requested range contained "soda tax", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 19 September 2022 at 00:45 UTC.

The requested start date was Monday, 19 September 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 5-hour, 47-minute period from Monday, 05 September 2022 at 05:18 UTC to Saturday, 17 September 2022 at 11:05 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[63] https://www.zerohedge.com/political/philadelphia-soda-tax-completely-backfired-study
[22] https://www.dailywire.com/news/philadelphias-soda-tax-has-been-a-total-disaster-according-to-study
[20] https://www.atr.org/fetterman-soda-tax-is-brilliant/
[19] https://www.theblaze.com/news/uga-study-philly-soda-tax
[3] https://www.zerohedge.com/political/philadelphia-soda-tax-completely-backfired-study?utm_source=dlvr.it&utm_medium=twitter
[3] https://donsurber.blogspot.com/2022/09/wv-could-have-told-them-it-wouldnt-work.html?spref=tw
[2] https://www.nikkei.com/article/DGXZQOGN151CE0V10C22A9000000/
[2] https://tradeforprofit.net/2022/09/philadelphia-soda-tax-completely-backfired-study/
[2] https://nationalpost.com/news/canada/canadas-first-sugary-drink-tax-is-here-with-people-in-n-l-paying-20-cents-per-litre
[2] https://www.theblaze.com/news/uga-study-philly-soda-tax?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[16] https://www.theblaze.com/news/uga-study-philly-soda-tax
[11] https://www.zerohedge.com/political/philadelphia-soda-tax-completely-backfired-study
[3] https://donsurber.blogspot.com/2022/09/wv-could-have-told-them-it-wouldnt-work.html?spref=tw
[2] https://nationalpost.com/news/canada/canadas-first-sugary-drink-tax-is-here-with-people-in-n-l-paying-20-cents-per-litre
[2] https://www.dailywire.com/news/philadelphias-soda-tax-has-been-a-total-disaster-according-to-study
[2] https://www.zerohedge.com/political/philadelphia-soda-tax-completely-backfired-study?utm_source=dlvr.it&utm_medium=twitter
[2] https://tradeforprofit.net/2022/09/philadelphia-soda-tax-completely-backfired-study/
[1] https://sunsplashwaterpark.com/season-passes.php
[1] https://documentsdelivered.com/source/000/006/000006726/2017/015350732.php?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.acsh.org/news/2022/09/06/sugar-tax-benefits-governmental-revenue-not-necessarily-our-health-16520

Top URLs in Tweet in G3:
[44] https://www.zerohedge.com/political/philadelphia-soda-tax-completely-backfired-study
[1] https://www.theblaze.com/news/uga-study-philly-soda-tax?xrs=RebelMouse_fb
[1] https://www.zerohedge.com/political/philadelphia-soda-tax-completely-backfired-study?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G5:
[1] https://www.phillymag.com/citified/2016/06/08/john-fetterman-soda-tax-op-ed/
[1] https://www.atr.org/fetterman-soda-tax-is-brilliant/

Top URLs in Tweet in G6:
[19] https://www.atr.org/fetterman-soda-tax-is-brilliant/
[1] https://www.forbes.com/sites/patrickgleason/2022/05/31/john-fetterman-supports-soda-taxes--claims-they-arent-regressive-but-bernie-sanders-begs-to-differ/
[1] https://twitter.com/Reuters/status/1570297760422797313
[1] https://www.zerohedge.com/political/philadelphia-soda-tax-completely-backfired-study
[1] https://www.dailywire.com/news/philadelphias-soda-tax-has-been-a-total-disaster-according-to-study

Top URLs in Tweet in G7:
[1] https://www.theblaze.com/news/uga-study-philly-soda-tax?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.dailywire.com/news/philadelphias-soda-tax-has-been-a-total-disaster-according-to-study

Top URLs in Tweet in G8:
[18] https://www.dailywire.com/news/philadelphias-soda-tax-has-been-a-total-disaster-according-to-study
[2] https://www.dailywire.com/news/philadelphias-soda-tax-has-been-a-total-disaster-according-to-study?%3Futm_source=twitter&utm_medium=social&utm_campaign=dwnewstwitter
[1] https://www.zerohedge.com/political/philadelphia-soda-tax-completely-backfired-study

Top URLs in Tweet in G9:
[1] https://www.phillymag.com/citified/2016/05/03/michael-bloomberg-jim-kenney-soda-tax-ad/

Top URLs in Tweet in G10:
[1] https://www.theguardian.com/news/2015/nov/03/obese-soda-sugar-tax-mexico

Top Domains
Top Domains in Tweet in Entire Graph:
[66] zerohedge.com
[25] theblaze.com
[24] dailywire.com
[20] atr.org
[4] twitter.com
[3] blogspot.com
[2] nikkei.com
[2] tradeforprofit.net
[2] nationalpost.com
[2] phillymag.com

Top Domains in Tweet in G1:
[20] theblaze.com
[13] zerohedge.com
[3] blogspot.com
[2] nationalpost.com
[2] crosscut.com
[2] twitter.com
[2] dailywire.com
[2] tradeforprofit.net
[1] sunsplashwaterpark.com
[1] documentsdelivered.com

Top Domains in Tweet in G3:
[45] zerohedge.com
[1] theblaze.com

Top Domains in Tweet in G5:
[1] phillymag.com
[1] atr.org

Top Domains in Tweet in G6:
[19] atr.org
[1] forbes.com
[1] twitter.com
[1] zerohedge.com
[1] dailywire.com

Top Domains in Tweet in G7:
[1] theblaze.com
[1] dailywire.com

Top Domains in Tweet in G8:
[20] dailywire.com
[1] zerohedge.com

Top Domains in Tweet in G9:
[1] phillymag.com

Top Domains in Tweet in G10:
[1] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[17] sodatax
[2] pasen
[2] investinminerals
[1] fathead
[1] philadelphia
[1] citylawmakers
[1] internationalaffairs
[1] sweets
[1] soda
[1] felipelozanorojas



Top Hashtags in Tweet in G1:
[1] rukigafmupdates
[1] evening_overdrive
[1] mc_soda
[1] westvirginia
[1] breakingnews
[1] conservative
[1] conservativenews
[1] trump
[1] republican
[1] democratsaredestroyingamerica

Top Hashtags in Tweet in G5:
[1] sodatax

Top Hashtags in Tweet in G6:
[8] sodatax
[2] pasen

Top Words
Top Words in Tweet in Entire Graph:
[320] tax
[273] soda
[109] study
[105] philadelphia
[101] backfired
[100] completely
[97] 'soda
[97] tax'
[81] sugar
[61] more

Top Words in Tweet in G1:
[65] tax
[61] soda
[32] study
[29] completely
[29] backfired
[28] philly
[28] sugar
[27] more
[26] 'soda
[26] tax'

Top Words in Tweet in G3:
[45] zerohedge
[44] philadelphia
[44] 'soda
[44] tax'
[44] completely
[44] backfired
[44] study

Top Words in Tweet in G4:
[40] push
[38] saragonzalestx
[38] talk
[38] policy
[38] medicare
[38] medicaid
[38] cover
[38] semaglutide
[38] bariatric
[38] surgery

Top Words in Tweet in G5:
[80] tax
[79] soda
[39] fetterman
[39] philadelphia
[38] mike_palicz
[37] endorsed
[37] imposes
[37] 16
[37] 12
[37] pack

Top Words in Tweet in G6:
[43] tax
[31] soda
[21] fetterman
[21] regressive
[15] johnfetterman
[13] state
[10] taxreformer
[9] johnkartch
[8] logic
[8] set

Top Words in Tweet in G7:
[22] study
[22] shows
[22] philly
[22] 'soda
[22] tax'
[22] completely
[22] backfired
[22] resulted
[22] more
[22] purchases

Top Words in Tweet in G8:
[17] realdailywire
[16] behavior
[15] influence
[15] taxation
[6] soda
[6] tax
[5] philadelphia
[5] study
[4] total
[4] disaster

Top Words in Tweet in G9:
[7] soda
[7] tax
[3] phillymayor
[3] phillycrimeupd
[2] mayor

Top Words in Tweet in G10:
[5] doctorchrisvt
[5] campbellmurdoch
[5] nestle
[5] cocacola
[5] influence
[5] mexico
[5] devastating
[5] impact
[5] health
[5] population

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[132] soda,tax
[99] completely,backfired
[97] 'soda,tax'
[96] tax',completely
[56] backfired,study
[54] philadelphia,'soda
[47] philadelphia,soda
[44] zerohedge,philadelphia
[43] study,shows
[43] shows,philly

Top Word Pairs in Tweet in G1:
[29] completely,backfired
[26] 'soda,tax'
[26] tax',completely
[20] soda,tax
[19] study,shows
[19] shows,philly
[19] backfired,resulted
[19] resulted,more
[19] more,purchases
[19] purchases,sugar

Top Word Pairs in Tweet in G3:
[44] philadelphia,'soda
[44] 'soda,tax'
[44] tax',completely
[44] completely,backfired
[44] backfired,study
[42] zerohedge,philadelphia

Top Word Pairs in Tweet in G4:
[38] saragonzalestx,talk
[38] talk,policy
[38] policy,push
[38] push,medicare
[38] medicare,medicaid
[38] medicaid,cover
[38] cover,semaglutide
[38] semaglutide,bariatric
[38] bariatric,surgery
[37] socdoneleft,saragonzalestx

Top Word Pairs in Tweet in G5:
[39] soda,tax
[38] philadelphia,soda
[37] tax,endorsed
[37] endorsed,fetterman
[37] fetterman,imposes
[37] imposes,16
[37] 16,tax
[37] tax,12
[37] 12,pack
[37] pack,two

Top Word Pairs in Tweet in G6:
[28] soda,tax
[9] tax,regressive
[8] set,high
[8] johnkartch,fetterman
[8] fetterman,soda
[8] fetterman's,support
[8] support,regressive
[8] regressive,#sodatax
[8] #sodatax,reveals
[8] reveals,nanny

Top Word Pairs in Tweet in G7:
[22] study,shows
[22] shows,philly
[22] philly,'soda
[22] 'soda,tax'
[22] tax',completely
[22] completely,backfired
[22] backfired,resulted
[22] resulted,more
[22] more,purchases
[22] purchases,sugar

Top Word Pairs in Tweet in G8:
[15] influence,behavior
[15] behavior,taxation
[13] realdailywire,influence
[6] soda,tax
[4] philadelphia,soda
[4] tax,total
[4] total,disaster
[4] according,study
[3] disaster,according
[2] solution,life

Top Word Pairs in Tweet in G9:
[7] soda,tax

Top Word Pairs in Tweet in G10:
[5] doctorchrisvt,campbellmurdoch
[5] campbellmurdoch,nestle
[5] nestle,cocacola
[5] cocacola,influence
[5] influence,mexico
[5] mexico,devastating
[5] devastating,impact
[5] impact,health
[5] health,population
[4] vics_teign,doctorchrisvt

Top Replied-To
Top Replied-To in Entire Graph:
@johnfetterman
@tonipreckwinkle
@zerohedge
@phillycrimeupd
@mike_palicz
@richardwhalen
@saragonzalestx
@gonestgiri
@octillinine
@tomdnaughton

Top Replied-To in G2:
@dorthy_fromoz

Top Replied-To in G3:
@zerohedge

Top Replied-To in G4:
@saragonzalestx

Top Replied-To in G5:
@mike_palicz

Top Replied-To in G6:
@johnfetterman
@droz
@taxreformer

Top Replied-To in G8:
@billegoatgruff
@realdailywire

Top Replied-To in G9:
@phillycrimeupd
@phillymayor
@1mrnes

Top Replied-To in G10:
@doctorchrisvt

Top Mentioned
Top Mentioned in Entire Graph:
@zerohedge
@socdoneleft
@saragonzalestx
@mike_palicz
@theblaze
@realdailywire
@johnfetterman
@taxreformer
@johnkartch
@marciabrady51

Top Mentioned in G1:
@garnetttyronet1
@conservativecch

Top Mentioned in G2:
@jimandcariaiian
@ladyoftheocean1
@o_cleofas
@theangrypundit
@nyc_is_back
@thereseosulliv2
@kerryoleary4
@candyinmaui
@deltadawn__
@royruehle

Top Mentioned in G3:
@zerohedge

Top Mentioned in G4:
@socdoneleft
@saragonzalestx

Top Mentioned in G5:
@mike_palicz
@taxreformer
@seanparnellusa

Top Mentioned in G6:
@johnfetterman
@johnkartch
@taxreformer
@marciabrady51
@zerohedge
@realdailywire
@kerpen

Top Mentioned in G7:
@theblaze
@realdailywire

Top Mentioned in G8:
@realdailywire
@zerohedge
@dailywirenews
@timmeadsusa

Top Mentioned in G9:
@phillymayor
@governortomwolf
@phillycrimeupd
@dbrogno67
@da_larrykrasner

Top Mentioned in G10:
@campbellmurdoch
@nestle
@cocacola
@vics_teign
@doctorchrisvt

Top Tweeters
Top Tweeters in Entire Graph:
@cryptotraderpro
@tradermarcocost
@phildecarolis
@politicalhedge
@dclarediane
@reuters
@mcdonalds
@joec1776
@fxbooklttg
@tfpdaily

Top Tweeters in G1:
@cryptotraderpro
@politicalhedge
@dclarediane
@fxbooklttg
@tfpdaily
@mzee26
@usasharenews
@jlitwinetz
@amadorn
@japanmerchfess

Top Tweeters in G2:
@thereseosulliv2
@quin4trump
@marvinrjeffcoat
@ladyoftheocean1
@nicher66
@robcarlson20
@yvonnecar20
@s51781902
@coslettlinda
@ernestleenot

Top Tweeters in G3:
@tradermarcocost
@phildecarolis
@perfildehugo
@zerohedge
@dallasanalytics
@lawyer4laws
@maximumneto
@joe_in_indiana
@matthew52338399
@eileenbuck13

Top Tweeters in G4:
@maxamaxim
@nikicaga
@saragonzalestx
@athenas_son_v
@didrikstrandell
@joh_sketches
@papihorchata
@noahjross0121
@jessesgagnon74
@socdoneleft

Top Tweeters in G5:
@webb_carrie
@westietx
@mcarmichael16
@vannschaffner
@thespiritof02
@glendakaycampb1
@maggiel
@deeclarea17
@silc_nj
@vs7074

Top Tweeters in G6:
@joec1776
@e__strobel
@goldnemovesgold
@kerpen
@truthhurts1983
@kiltedref
@derbybbb
@jesseasweeney
@x_silli_x
@bethrea5

Top Tweeters in G7:
@ia_vets
@seconperson
@bigdintheboro
@theblaze
@mrtholian
@heatherhunterdc
@lawdawgseven
@hwpresscorps
@robbiehart21
@cr

Top Tweeters in G8:
@epeterd916
@realdailywire
@americanrailgun
@billegoatgruff
@holloway923
@ryanall83220907
@thedeviztator
@markgray465
@mizzieks
@brockmannsam

Top Tweeters in G9:
@dbrogno67
@governortomwolf
@1mrnes
@phillymayor
@brookemfeldman2
@da_larrykrasner
@phillycrimeupd
@johnnycuzz
@andrea75133323
@ewonder4

Top Tweeters in G10:
@cocacola
@rware7
@bratzula
@skoch_charite
@doctorchrisvt
@nestle
@sonyaherridge
@vics_teign
@campbellmurdoch