soda tax, Twitter, 12/5/2019 1:32:57 PM, 218164


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soda tax_2019-12-03_23-24-57.xlsx
soda tax_2019-12-03_23-24-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 05, 2019
Short Description:
soda tax via NodeXL http://bit.ly/2RtFWZ4
@mikebloomberg
@disruptionary
@marclamonthill
@telesurenglish
@toddbauman4
@nowisneverhere
@larryelder
@hugogiavill
@odonnell_r
@ltrotsky21

Top hashtags:
#糖尿病専門医
#肝臓専門医
#ソーダ税
#肥満
#脂肪肝
#糖尿病
#dnc
#soda
#indonesia
#teen

Description:
Description
The graph represents a network of 2,916 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 Wednesday, 04 December 2019 at 07:25 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 22-hour, 41-minute period from Monday, 18 November 2019 at 02:17 UTC to Monday, 02 December 2019 at 00:59 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 : 2916
Unique Edges : 3447
Edges With Duplicates : 400
Total Edges : 3847
Number of Edge Types : 3
Mentions : 2849
Replies to : 616
Tweet : 382
Self-Loops : 382
Reciprocated Vertex Pair Ratio : 0.0135844396418648
Reciprocated Edge Ratio : 0.0268047517514468
Connected Components : 547
Single-Vertex Connected Components : 228
Maximum Vertices in a Connected Component : 1432
Maximum Edges in a Connected Component : 1899
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.656684
Graph Density : 0.000386228932699932
Modularity : 0.831929
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,916 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 Wednesday, 04 December 2019 at 07:25 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 22-hour, 41-minute period from Monday, 18 November 2019 at 02:17 UTC to Monday, 02 December 2019 at 00:59 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:
[90] https://www.redstate.com/nick-arama/2019/11/27/bloomberg-its-good-to-tax-the-poor-so-they-cant-afford-things-that-might-hurt-them-like-soda/
[49] https://www.redstate.com/nick-arama/2019/11/27/bloomberg-its-good-to-tax-the-poor-so-they-cant-afford-things-that-might-hurt-them-like-soda/?utm_source=Twitter&utm_medium=social&utm_term=bloomberg-its-good-to-tax-the-poor-so-they-cant-afford-things-that-might-hurt-them-like-soda&utm_content=0&utm_campaign=PostPromoterPro
[25] https://redstate.com//nick-arama/2019/11/27/bloomberg-its-good-to-tax-the-poor-so-they-cant-afford-things-that-might-hurt-them-like-soda/
[19] https://www.redstate.com
[16] https://twitter.com/odonnell_r/status/1200074757196132354
[12] https://twitter.com/marclamonthill/status/1200510117822767106
[12] https://wamu.org/story/19/11/13/soda-industry-kicks-off-fight-against-proposed-d-c-soda-tax/
[9] https://www.redstate.com/nick-arama/2019/11/27/bloomberg-its-good-to-tax-the-poor-so-they-cant-afford-things-that-might-hurt-them-like-soda/?utm_source=rsmorningbriefing
[8] https://twitter.com/axiomreport/status/1199663188297408512
[6] https://twitter.com/brithume/status/1200508833350766592

Top URLs in Tweet in G1:
[3] https://twitter.com/jdcmedlock/status/1198706965376946177

Top URLs in Tweet in G2:
[37] https://www.redstate.com/nick-arama/2019/11/27/bloomberg-its-good-to-tax-the-poor-so-they-cant-afford-things-that-might-hurt-them-like-soda/
[15] https://www.redstate.com
[14] https://twitter.com/odonnell_r/status/1200074757196132354
[10] https://twitter.com/marclamonthill/status/1200510117822767106
[7] https://www.redstate.com/nick-arama/2019/11/27/bloomberg-its-good-to-tax-the-poor-so-they-cant-afford-things-that-might-hurt-them-like-soda/?utm_source=rsmorningbriefing
[5] https://twitter.com/axiomreport/status/1199663188297408512
[4] https://twitter.com/eddiedonovan/status/1199818993412059136
[4] https://twitter.com/brithume/status/1200508833350766592
[3] https://www.buzzfeed.com/jp/sakimizoroki/soda-tax
[3] https://theweek.com/articles/878601/soda-tax-really-improve-public-health

Top URLs in Tweet in G3:
[1] https://twitter.com/LindaViking77/status/1201147279249416192

Top URLs in Tweet in G4:
[2] https://wamu.org/story/19/11/13/soda-industry-kicks-off-fight-against-proposed-d-c-soda-tax/
[1] https://www.insidesources.com/d-c-city-council-should-end-attempt-to-enact-soda-tax/

Top URLs in Tweet in G5:
[1] https://www.fuqua.duke.edu/duke-fuqua-insights/bollinger-soda-tax
[1] https://www.mikebloomberg.com/news/statement-mike-bloomberg-passing-sugary-beverage-tax-3-new-cities/?utm_source=twitter&utm_campaign=cookcountywin&utm_medium=social
[1] https://www.redstate.com/nick-arama/2019/11/27/bloomberg-its-good-to-tax-the-poor-so-they-cant-afford-things-that-might-hurt-them-like-soda/
[1] https://twitter.com/odonnell_r/status/1200074757196132354
[1] https://www.redstate.com/nick-arama/2019/11/27/bloomberg-its-good-to-tax-the-poor-so-they-cant-afford-things-that-might-hurt-them-like-soda/?utm_source=rsmorningbriefing&utm_medium=email&utm_campaign=nl&bcid=b51440f2ae88ef265a1af0850adb4701
[1] https://video.twimg.com/ext_tw_video/1199662929995431936/pu/pl/Mo_ZL2beRQQ0MKfe.m3u8?tag=10
[1] http://www.choosehealthsf.com/even_big_soda_canvassers_support_the_soda_tax

Top URLs in Tweet in G6:
[1] https://www.fuqua.duke.edu/duke-fuqua-insights/bollinger-soda-tax
[1] https://www.redstate.com/nick-arama/2019/11/27/bloomberg-its-good-to-tax-the-poor-so-they-cant-afford-things-that-might-hurt-them-like-soda/?utm_source=Twitter&utm_medium=social&utm_term=bloomberg-its-good-to-tax-the-poor-so-they-cant-afford-things-that-might-hurt-them-like-soda&utm_content=0&utm_campaign=PostPromoterPro

Top URLs in Tweet in G9:
[1] https://www.buzzfeed.com/jp/sakimizoroki/soda-tax
[1] https://www.buzzfeed.com/jp/sakimizoroki/soda-tax?utm_source=dynamic&utm_campaign=bfsharetwitter&quiz_result=9802210_21376515#9802210&rid=21376515

Top URLs in Tweet in G10:
[48] https://www.redstate.com/nick-arama/2019/11/27/bloomberg-its-good-to-tax-the-poor-so-they-cant-afford-things-that-might-hurt-them-like-soda/?utm_source=Twitter&utm_medium=social&utm_term=bloomberg-its-good-to-tax-the-poor-so-they-cant-afford-things-that-might-hurt-them-like-soda&utm_content=0&utm_campaign=PostPromoterPro
[25] https://redstate.com//nick-arama/2019/11/27/bloomberg-its-good-to-tax-the-poor-so-they-cant-afford-things-that-might-hurt-them-like-soda/
[5] https://www.phillytrib.com/news/local_news/study-shoppers-bear-brunt-of-soda-tax-buy-fewer-sweetened/article_880192e4-3c9b-50ca-a857-bc75dc907866.html
[1] https://www.redstate.com/nick-arama/2019/11/27/bloomberg-its-good-to-tax-the-poor-so-they-cant-afford-things-that-might-hurt-them-like-soda/?utm_source=Twitter
[1] https://redstate.com/nick-arama/2019/11/27/bloomberg-its-good-to-tax-the-poor-so-they-cant-afford-things-that-might-hurt-them-like-soda/?utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[198] redstate.com
[148] twitter.com
[13] wamu.org
[10] inquirer.com
[8] nytimes.com
[8] phillytrib.com
[7] taxfoundation.org
[6] reason.org
[6] buzzfeed.com
[5] youtube.com

Top Domains in Tweet in G1:
[3] twitter.com

Top Domains in Tweet in G2:
[88] twitter.com
[61] redstate.com
[5] taxfoundation.org
[4] buzzfeed.com
[3] theweek.com
[2] youtube.com
[2] instagram.com
[2] google.com
[2] inquirer.com
[2] americantruthtoday.com

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[2] wamu.org
[1] insidesources.com

Top Domains in Tweet in G5:
[2] redstate.com
[1] duke.edu
[1] mikebloomberg.com
[1] twitter.com
[1] twimg.com
[1] choosehealthsf.com

Top Domains in Tweet in G6:
[1] duke.edu
[1] redstate.com

Top Domains in Tweet in G9:
[2] buzzfeed.com

Top Domains in Tweet in G10:
[75] redstate.com
[5] phillytrib.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[92] 糖尿病専門医
[92] 肝臓専門医
[92] ソーダ税
[92] 肥満
[92] 脂肪肝
[92] 糖尿病
[40] dnc
[28] soda
[26] indonesia
[25] teen



Top Hashtags in Tweet in G1:
[1] bernie2020

Top Hashtags in Tweet in G2:
[4] tax
[4] bloomberg
[3] michaelbloomberg
[2] democrats
[2] us
[1] obesity
[1] daybreak
[1] juja
[1] jkuat
[1] tonygachoka

Top Hashtags in Tweet in G4:
[1] humanityfirst
[1] bloomberg2020

Top Hashtags in Tweet in G5:
[2] sodatax
[2] yesonprope
[2] sanfrancisco
[1] presidentialelection
[1] psychotic
[1] poor

Top Hashtags in Tweet in G6:
[1] sodatax

Top Hashtags in Tweet in G7:
[1] okbloomberg
[1] bigbrother
[1] wakeupamerica
[1] keepamericagreat

Top Hashtags in Tweet in G9:
[92] 糖尿病専門医
[92] 肝臓専門医
[92] ソーダ税
[92] 肥満
[92] 脂肪肝
[92] 糖尿病

Top Words
Top Words in Tweet in Entire Graph:
[3410] Words in Sentiment List#1: Positive
[2784] Words in Sentiment List#2: Negative
[397] Words in Sentiment List#3: Angry/Violent
[60721] Non-categorized Words
[66916] Total Words
[2398] tax
[1997] soda
[1087] poor
[922] bloomberg
[777] good

Top Words in Tweet in G1:
[338] tax
[329] soda
[321] disruptionary
[321] poor
[320] bloomberg
[320] afford
[319] once
[319] good
[319] things
[319] cause

Top Words in Tweet in G2:
[246] tax
[242] soda
[116] poor
[101] bloomberg
[79] good
[70] things
[70] afford
[62] hurt
[33] people
[23] drink

Top Words in Tweet in G3:
[188] poor
[174] tax
[174] soda
[173] bloomberg
[173] good
[173] afford
[173] things
[170] according
[170] hurt
[169] telesurenglish

Top Words in Tweet in G4:
[174] tax
[157] marclamonthill
[93] soda
[81] lower
[81] income
[81] neighborhoods
[80] curtissheehan
[80] raise
[79] going
[79] sales

Top Words in Tweet in G5:
[71] tax
[65] soda
[40] mikebloomberg
[15] people
[12] poor
[12] realdonaldtrump
[10] big
[10] helping
[8] make
[7] work

Top Words in Tweet in G6:
[117] tax
[115] larryelder
[115] being
[114] found
[114] much
[114] cost
[114] passed
[114] along
[114] consumers
[114] consumption

Top Words in Tweet in G7:
[94] tax
[93] soda
[83] odonnell_r
[35] poor
[31] humanityruls
[27] physicaloasis
[24] people
[18] more
[14] stop
[14] control

Top Words in Tweet in G8:
[16] itstheatmospher
[14] robhon_
[14] otvenerkicn
[14] atomskssanakan
[12] massimassian
[11] tracemetalclean
[11] theclimatehawk
[11] twtthisisnow
[11] dcoronata
[11] chris__soda

Top Words in Tweet in G9:
[93] ソーダ税
[92] お気づきでしょうか
[92] 甘い飲み物をやめるべきことが
[92] 日本では
[92] 無視されている
[92] 糖尿病専門医
[92] 肝臓専門医
[92] にとって
[92] 最優先指導ポイント
[92] にもかかわらず

Top Words in Tweet in G10:
[82] tax
[81] soda
[76] bloomberg
[76] good
[76] poor
[76] afford
[76] things
[76] hurt
[73] redstate
[5] study

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[779] tax,poor
[699] poor,afford
[696] good,tax
[692] afford,things
[556] soda,tax
[368] bloomberg,good
[367] things,hurt
[363] hurt,soda
[335] things,soda
[326] soda,cause

Top Word Pairs in Tweet in G1:
[319] bloomberg,once
[319] once,good
[319] good,tax
[319] tax,poor
[319] poor,afford
[319] afford,things
[319] things,soda
[319] soda,cause
[319] cause,obesity
[319] obesity,bet

Top Word Pairs in Tweet in G2:
[80] tax,poor
[66] soda,tax
[64] poor,afford
[61] good,tax
[61] afford,things
[61] things,hurt
[61] hurt,soda
[60] bloomberg,good
[18] live,longer
[17] poor,people

Top Word Pairs in Tweet in G3:
[173] good,tax
[173] tax,poor
[173] poor,afford
[173] afford,things
[170] according,bloomberg
[170] bloomberg,good
[170] things,hurt
[170] hurt,soda
[169] telesurenglish,according
[169] soda,ht

Top Word Pairs in Tweet in G4:
[80] curtissheehan,marclamonthill
[80] lower,income
[78] marclamonthill,thought
[78] thought,process
[78] process,going
[78] going,raise
[78] raise,sales
[78] sales,tax
[78] tax,soda's
[78] soda's,lower

Top Word Pairs in Tweet in G5:
[33] soda,tax
[8] tax,soda
[5] sxdoc,tells
[5] tells,helping
[5] helping,really
[5] really,helping
[5] helping,self
[5] self,wile
[5] wile,fall
[5] fall,cracks

Top Word Pairs in Tweet in G6:
[114] found,much
[114] much,cost
[114] cost,tax
[114] tax,being
[114] being,passed
[114] passed,along
[114] along,consumers
[114] consumers,consumption
[114] consumption,significantly
[114] significantly,dropping

Top Word Pairs in Tweet in G7:
[28] soda,tax
[27] physicaloasis,odonnell_r
[26] humanityruls,physicaloasis
[15] tax,poor
[12] odonnell_r,given
[12] given,control
[12] control,country
[12] country,think
[12] think,going
[12] going,stop

Top Word Pairs in Tweet in G8:
[8] atomskssanakan,itstheatmospher
[8] stevenmosher,robhon_
[7] otvenerkicn,spock246
[7] spock246,reddragonfly19
[7] reddragonfly19,atomskssanakan
[7] itstheatmospher,stevenmosher
[6] robhon_,tracemetalclean
[6] tracemetalclean,theclimatehawk
[6] theclimatehawk,twtthisisnow
[6] twtthisisnow,otvenerkicn

Top Word Pairs in Tweet in G9:
[92] お気づきでしょうか,甘い飲み物をやめるべきことが
[92] 甘い飲み物をやめるべきことが,日本では
[92] 日本では,無視されている
[92] 無視されている,糖尿病専門医
[92] 糖尿病専門医,肝臓専門医
[92] 肝臓専門医,にとって
[92] にとって,最優先指導ポイント
[92] 最優先指導ポイント,にもかかわらず
[92] にもかかわらず,です
[92] です,ソーダ税

Top Word Pairs in Tweet in G10:
[76] bloomberg,good
[76] good,tax
[76] tax,poor
[76] poor,afford
[76] afford,things
[76] things,hurt
[76] hurt,soda
[73] redstate,bloomberg
[5] study,shoppers
[5] shoppers,bear

Top Replied-To
Top Replied-To in Entire Graph:
@odonnell_r
@brithume
@marclamonthill
@humanityruls
@repthomasmassie
@mikebloomberg
@qasimrashid
@axiomreport
@cancel_sam
@donaldjtrumpjr

Top Replied-To in G1:
@disruptionary
@berniesanders
@de_plorable

Top Replied-To in G2:
@tlitero_tracy

Top Replied-To in G4:
@marclamonthill
@migueldelopera
@curtissheehan
@freyjawired
@reginared4
@buddshenkin
@stuartmatthew
@groombz09
@maryanndonie
@garland2018

Top Replied-To in G5:
@mikebloomberg
@johncardillo
@wolfejosh
@tonetalks
@steelematic17
@undorkins
@rockprincess818
@jrleon80
@freedomrideblog
@lynnsch98891174

Top Replied-To in G6:
@larryelder

Top Replied-To in G7:
@odonnell_r
@humanityruls
@chavezravine7
@thunder0291
@teresaybm4
@imohf
@zasne_ii
@letsblamerussia
@letsgowvpower
@jmart11111

Top Replied-To in G8:
@martinjbern
@robhon_
@kctaz
@zombiepiano
@jamz129
@badgersno
@itstheatmospher
@wlbeeton

Top Mentioned
Top Mentioned in Entire Graph:
@disruptionary
@telesurenglish
@marclamonthill
@larryelder
@ogatas0520
@curtissheehan
@redstate
@odonnell_r
@patriotcat66
@mikebloomberg

Top Mentioned in G1:
@disruptionary
@berniesanders
@allonmedicare
@march4progress

Top Mentioned in G2:
@thomas_904
@leonardrobot
@atnnow

Top Mentioned in G3:
@telesurenglish
@ltrotsky21
@disruptionary

Top Mentioned in G4:
@marclamonthill
@curtissheehan
@migueldelopera
@siti6104
@cherokee_flower
@buddshenkin
@royalhoeliness
@malcolmnance
@enjoy_diabetes
@lindaviking77

Top Mentioned in G5:
@mikebloomberg
@realdonaldtrump
@revel7272daniel
@sxdoc
@nycmayor
@billdeblasio
@chefcarney
@dalvajulia
@ameshiacross
@wolfejosh

Top Mentioned in G6:
@larryelder
@redstate

Top Mentioned in G7:
@odonnell_r
@physicaloasis
@humanityruls
@ronbart503
@daveheltebran
@larryoconnor
@jediliz
@ghostwritingusa
@sierra23090325
@stormyabram

Top Mentioned in G8:
@itstheatmospher
@otvenerkicn
@atomskssanakan
@robhon_
@massimassian
@tracemetalclean
@theclimatehawk
@twtthisisnow
@dcoronata
@chris__soda

Top Mentioned in G9:
@ogatas0520

Top Mentioned in G10:
@redstate
@nathanbenefield
@larryelder
@commonpatriot

Top Tweeters
Top Tweeters in Entire Graph:
@jim_peoples_
@commonpatriot
@twitlertwit
@drdaveanddee
@inspiteoftrump
@debrammason1
@siminuteman1776
@babysgramma
@ggg_says
@dgendvil

Top Tweeters in G1:
@dgendvil
@b1e56df9ce6549f
@senseof_outrage
@nofascistlies
@jjj5819
@shaktilila
@bernieupstateny
@akeleven
@lifelovelovatic
@charlesmunn1

Top Tweeters in G2:
@shoutgracegrace
@jimpolk
@analyticaglobal
@tammytabby
@spanishcountry
@raphaellan
@yportbill
@nberlat
@shmeatboy
@admomof3

Top Tweeters in G3:
@twitlertwit
@juang44
@s_total_s2
@princessbibirf_
@boerneaj
@w_nicht
@djsiri
@missabsinthe
@peterpobjecky
@yananous

Top Tweeters in G4:
@m5b1tch
@mylifeassne
@ellis_texas
@phoenixwomanmn
@slimjim2123
@pamwallace
@royalhoeliness
@damndidhereally
@allresistance
@mampdx

Top Tweeters in G5:
@debrammason1
@superyayadize
@gbroh10
@dloehr
@d_roneal
@rockprincess818
@sxdoc
@eternalritewing
@vaculb
@stl_blonde

Top Tweeters in G6:
@laridor1
@frodo3245
@headlines4you
@ocamericans
@rdp24k
@showlady102
@formerusn
@realdealaxelrod
@nonsumdignus
@jmilkorepub

Top Tweeters in G7:
@pimenov_lia
@zasne_ii
@witchygal1963
@poodbit499
@thundermarg
@mitt_fit
@trumpy303
@colleenrasmuss
@flag_mom
@mstrbass2000

Top Tweeters in G8:
@cromwellstuff
@reddragonfly19
@bfraser747
@chuckswife1973
@gillesnfio
@friendsoscience
@trumplican_2017
@gtmgq
@heymikey80
@wooflepup

Top Tweeters in G9:
@rijin_nakamura
@onpunokizahashi
@marinar9801
@0lgvinoxngwsqv1
@imam_non
@6wpfcz49uytca3q
@rie_rie323
@ai39kumamon39
@kei19781214
@nishimut

Top Tweeters in G10:
@commonpatriot
@texangalcindy
@jjwills2
@knuckldraginsam
@sylvesterbrenda
@susanst08942260
@__dragonwings__
@daxtrujillo
@acatholicknight
@unasveritas