soda tax, Twitter, 2/10/2020 2:34:02 PM, 220878


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soda tax_2020-02-09_23-25-36.xlsx
soda tax_2020-02-09_23-25-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 10, 2020
Short Description:
soda tax via NodeXL http://bit.ly/2UHqydd
@emposts
@mikebloomberg
@j_gelling
@lzoe7i5
@realdonaldtrump
@mike2020
@jacknbridge
@george_mas
@cnn
@phillyinquirer

Top hashtags:
#kakasawithdts
#sodatax
#vitaltalks
#philadelphia
#dontmutemyhealth
#bloomberg
#demdebate

Description:
Description
The graph represents a network of 1,796 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, 10 February 2020 at 07:25 UTC.

The requested start date was Monday, 10 February 2020 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, 1-hour, 1-minute period from Monday, 27 January 2020 at 06:01 UTC to Sunday, 09 February 2020 at 07:02 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 : 1796
Unique Edges : 2209
Edges With Duplicates : 776
Total Edges : 2985
Number of Edge Types : 4
Replies to : 327
MentionsInRetweet : 1013
Tweet : 210
Mentions : 1435
Self-Loops : 210
Reciprocated Vertex Pair Ratio : 0.0387212967131923
Reciprocated Edge Ratio : 0.0745557000433463
Connected Components : 333
Single-Vertex Connected Components : 110
Maximum Vertices in a Connected Component : 250
Maximum Edges in a Connected Component : 1097
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.701271
Graph Density : 0.000715610673052466
Modularity : 0.712119
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 1,796 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, 10 February 2020 at 07:25 UTC.

The requested start date was Monday, 10 February 2020 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, 1-hour, 1-minute period from Monday, 27 January 2020 at 06:01 UTC to Sunday, 09 February 2020 at 07:02 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:
[24] https://www.inquirer.com/politics/philadelphia/philadelphia-soda-tax-national-beverage-industry-20200128.html
[7] https://www.inquirer.com/politics/philadelphia/philadelphia-soda-tax-national-beverage-industry-20200128.html?__vfz=medium%3Dsharebar
[6] https://m.washingtontimes.com/news/2017/oct/18/editorial-michael-bloombergs-soda-tax-gets-enthusi/
[6] https://wamu.org/story/19/11/13/soda-industry-kicks-off-fight-against-proposed-d-c-soda-tax/
[4] https://www.washingtontimes.com/news/2017/oct/18/editorial-michael-bloombergs-soda-tax-gets-enthusi/
[4] https://thenationalpulse.com/commentary/philadelphia-soda-tax-scandal-haunt-michael-bloomberg/
[3] 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/
[3] https://www.nytimes.com/2017/11/13/health/colombia-soda-tax-obesity.html
[3] https://www.fraserinstitute.org/article/deeply-flawed-soda-tax-rife-with-unintended-consequences
[3] https://www.chicagotribune.com/business/ct-biz-soda-tax-philly-nationwide-20200130-hr7c4hymgzbjfgwsr5qsx63wri-story.html

Top URLs in Tweet in G1:
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=0c06d510-4a68-11ea-9271-8d7d6cb0a45d&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wMi0wNS9hbWxvLWhhdGVzLWNhbGxpbmctaXQtYS10YXgtaGlrZS1idXQtbWV4aWNhbnMtYXJlLXBheWluZy1tb3Jl

Top URLs in Tweet in G2:
[1] https://nypost.com/2020/02/01/mike-bloomberg-unveils-5-trillion-tax-plan/

Top URLs in Tweet in G3:
[4] https://www.inquirer.com/politics/philadelphia/philadelphia-soda-tax-national-beverage-industry-20200128.html
[3] https://www.rawstory.com/2020/01/philadelphia-won-the-soda-tax-battle-but-across-the-us-big-soda-is-winning-the-war/
[2] https://electroverse.net/deep-diving-scientists-discover-soda-springs/
[2] https://www.washingtontimes.com/news/2017/oct/18/editorial-michael-bloombergs-soda-tax-gets-enthusi/
[2] http://www.bakersfield.com
[2] https://www.bakersfield.com/ap/national/philadelphia-won-the-soda-tax-battle-but-across-the-us/article_7b4bedc8-c33e-5371-acf8-c69e4acc2b2f.html
[2] https://www.chicagotribune.com/business/ct-biz-soda-tax-philly-nationwide-20200130-hr7c4hymgzbjfgwsr5qsx63wri-story.html
[2] https://trakt.tv/shows/parks-and-recreation/seasons/5/episodes/2
[1] http://theatlantic.com/health/archive/2018/12/history-soda-tax-wars-united-states/577429/
[1] https://www.inquirer.com/politics/philadelphia/philadelphia-soda-tax-national-beverage-industry-20200128.html?utm_medium=referral&utm_source=ios&utm_campaign=app_ios_article&utm_content=SPYASSFJDFB7RH3WXGPVI4AHDQ

Top URLs in Tweet in G4:
[3] https://www.nytimes.com/2017/11/13/health/colombia-soda-tax-obesity.html
[1] https://twitter.com/CBSNews/status/1224546051941683202
[1] https://twitter.com/itsblonde007/status/1224766906919460864
[1] https://twitter.com/itsBlonde007/status/1224766906919460864
[1] https://www.youtube.com/watch?v=DztedWW8p1A&feature=youtu.be

[1] https://www.youtube.com/watch?v=Tc1sEQ4YvG8&feature=youtu.be


Top URLs in Tweet in G5:
[1] http://yourself.it
[1] https://www.atlasnetwork.org/news/article/canada-should-learn-from-australias-failed-carbon-tax-experiment
[1] https://www.youtube.com/watch?v=LniibBWEKPw&feature=youtu.be

[1] https://twitter.com/glinch72/status/1177549554083872768?s=19
[1] https://twitter.com/glinch72/status/1194177698744225792?s=19
[1] https://www.thegatewaypundit.com/2020/01/portland-passes-green-new-deal-carbon-tax-first-of-its-kind/
[1] https://www.nationalreview.com/2015/02/global-warming-follow-money-henry-payne/
[1] https://www.canada.ca/en/services/environment/weather/climatechange/funding-programs.html
[1] https://www.ft.com/content/f4f88f32-3b83-11ea-a01a-bae547046735?segmentid=acee4131-99c2-09d3-a635-873e61754ec6

Top URLs in Tweet in G7:
[15] https://www.inquirer.com/politics/philadelphia/philadelphia-soda-tax-national-beverage-industry-20200128.html
[7] https://www.inquirer.com/politics/philadelphia/philadelphia-soda-tax-national-beverage-industry-20200128.html?__vfz=medium%3Dsharebar
[1] https://jamanetwork.com/journals/jama/fullarticle/2733208?guestAccessKey=86610f39-a0eb-46d4-a30a-3ddef0036408&utm_source=For_The_Media&utm_medium=referral&utm_campaign=ftm_links&utm_content=tfl&utm_term=051419
[1] https://www.inquirer.com/news/coronavirus-kenney-epidemic-philadelphia-chinatown-racism-20200206.html?__vfz=medium%3Dsharebar
[1] https://twitter.com/fr_hossain/status/1220383385832624129
[1] https://twitter.com/fr_hossain/status/1223127827479810048
[1] https://billypenn.com/2020/01/23/giant-aldi-another-trader-joes-all-the-new-supermarkets-planned-for-philly-this-year/
[1] https://www.inquirer.com/newsletters/morning/kobe-bryant-lower-merion-philadelphia-allen-iverson-elton-brand-mayor-jim-kenney-soda-tax-20200128.html?cid=Philly.com+Twitter&utm_medium=social&utm_source=t.co&utm_campaign=Philly.com+Twitter+Account
[1] https://twitter.com/Mytweet12248090/status/1222574988705902592
[1] https://www.thepraxisproject.org/healthy-investments

Top Domains
Top Domains in Tweet in Entire Graph:
[46] twitter.com
[37] inquirer.com
[10] washingtontimes.com
[7] rawstory.com
[6] youtube.com
[6] wamu.org
[5] chicagotribune.com
[4] nytimes.com
[4] co.ke
[4] washingtonpost.com

Top Domains in Tweet in G1:
[1] bloomberg.com

Top Domains in Tweet in G2:
[1] nypost.com

Top Domains in Tweet in G3:
[21] twitter.com
[5] inquirer.com
[4] bakersfield.com
[4] chicagotribune.com
[3] rawstory.com
[2] electroverse.net
[2] washingtontimes.com
[2] trakt.tv
[1] theatlantic.com
[1] co.ke

Top Domains in Tweet in G4:
[3] nytimes.com
[3] twitter.com
[2] youtube.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] yourself.it
[1] atlasnetwork.org
[1] youtube.com
[1] thegatewaypundit.com
[1] nationalreview.com
[1] canada.ca
[1] ft.com

Top Domains in Tweet in G7:
[25] inquirer.com
[4] twitter.com
[1] jamanetwork.com
[1] billypenn.com
[1] thepraxisproject.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[13] kakasawithdts
[9] sodatax
[9] vitaltalks
[8] philadelphia
[7] dontmutemyhealth
[7] bloomberg
[6] demdebate
[5] 糖尿病専門医
[5] 肝臓専門医
[5] ソーダ税



Top Hashtags in Tweet in G3:
[2] trakt
[2] bloomberg
[1] climatebrawl
[1] marlborough
[1] us
[1] pennsylvania
[1] tax
[1] sodataxes
[1] localcontrol
[1] パープルヘブン

Top Hashtags in Tweet in G4:
[2] zero
[2] war
[2] unaccountable
[2] kag
[1] idiot
[1] donkeyboy
[1] dumbo
[1] minimike
[1] nyattorneygeneral
[1] wakeupamerica

Top Hashtags in Tweet in G5:
[1] auspol
[1] climatehoax
[1] carbontax

Top Hashtags in Tweet in G6:
[13] kakasawithdts

Top Hashtags in Tweet in G7:
[6] philadelphia
[6] sodatax
[5] saludtues
[3] publichealth
[3] beverage
[2] obesity
[2] health
[2] healthcare
[2] wellbeing
[2] hospital

Top Hashtags in Tweet in G10:
[2] newyorkcity
[2] worstmayorever

Top Words
Top Words in Tweet in Entire Graph:
[1250] Words in Sentiment List#1: Positive
[733] Words in Sentiment List#2: Negative
[23] Words in Sentiment List#3: Angry/Violent
[32327] Non-categorized Words
[34311] Total Words
[1061] tax
[1015] soda
[312] taxes
[302] cigarettes
[258] last

Top Words in Tweet in G1:
[250] mexico
[250] gasoline
[249] emposts
[248] amlo
[248] cigarettes
[248] soda
[247] promised
[247] raise
[247] taxes
[247] last

Top Words in Tweet in G2:
[120] bloomberg
[120] tax
[119] michael
[119] unveils
[119] plan
[119] anything
[119] moves
[119] companies
[119] work
[119] savings

Top Words in Tweet in G3:
[138] tax
[129] soda
[26] ãƒ
[22] bloomberg
[17] lunch
[16] big
[16] special
[11] philadelphia
[11] won
[11] battle

Top Words in Tweet in G4:
[59] mikebloomberg
[57] soda
[54] tax
[21] realdonaldtrump
[15] bloomberg
[12] people
[8] stop
[8] poor
[8] one
[8] w_terrence

Top Words in Tweet in G5:
[31] dawntj90
[29] jamz129
[28] erskinedaniel
[26] sylviad32911201
[26] bightert
[26] paprikalady
[25] reddragonfly19
[25] redned59
[24] tj_tomj
[24] zerilos

Top Words in Tweet in G6:
[72] digital
[72] tax
[60] stamps
[53] irumanyika
[32] soda
[32] beer
[32] spirits
[32] water
[32] wine
[32] cigarettes

Top Words in Tweet in G7:
[56] soda
[41] tax
[18] philadelphia
[18] war
[16] won
[16] battle
[16] big
[16] phillyinquirer
[14] win
[14] lmccrystal

Top Words in Tweet in G9:
[3] tax
[3] soda
[2] people
[2] drink
[2] poor

Top Words in Tweet in G10:
[39] thank
[39] bill
[39] deblasio
[39] putting
[39] illegal
[39] aliens
[39] hardcore
[39] criminals
[39] before
[39] tax

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[351] soda,tax
[261] cigarettes,soda
[249] raise,taxes
[247] amlo,promised
[247] promised,raise
[247] taxes,mexico
[247] mexico,last
[247] last,month
[247] month,increased
[247] increased,rates

Top Word Pairs in Tweet in G1:
[248] cigarettes,soda
[247] amlo,promised
[247] promised,raise
[247] raise,taxes
[247] taxes,mexico
[247] mexico,last
[247] last,month
[247] month,increased
[247] increased,rates
[247] rates,everything

Top Word Pairs in Tweet in G2:
[119] michael,bloomberg
[119] bloomberg,unveils
[119] unveils,plan
[119] plan,tax
[119] tax,anything
[119] anything,moves
[119] moves,companies
[119] companies,work
[119] work,savings
[119] savings,investment

Top Word Pairs in Tweet in G3:
[59] soda,tax
[19] ãƒ,ãƒ
[16] lunch,special
[12] big,soda
[11] philadelphia,won
[10] tax,battle
[10] soda,winning
[10] winning,war
[9] won,soda
[8] battle,big

Top Word Pairs in Tweet in G4:
[22] soda,tax
[14] realdonaldtrump,mikebloomberg
[10] tax,soda
[8] w_terrence,realdonaldtrump
[7] andyostroy,realdonaldtrump
[6] mikebloomberg,draft
[6] draft,dodging
[6] dodging,disqualified
[6] disqualified,bloomberg
[6] bloomberg,ass

Top Word Pairs in Tweet in G5:
[20] zerilos,dawntj90
[19] justanotweet,jsand1270
[19] quasimodem1951,ecosensenow
[19] ecosensenow,cymaticwave
[19] cymaticwave,shuberteugene
[19] rosewol01620197,rosemarydiaz13
[19] rosemarydiaz13,temer1ty
[19] temer1ty,asubjectivelife
[19] perpetualbbph,benjami60182579
[19] anarqueer1,ksulza

Top Word Pairs in Tweet in G6:
[72] digital,tax
[60] tax,stamps
[32] soda,beer
[30] spirits,water
[29] make,sure
[29] sure,stamped
[29] stamped,soda
[29] beer,wine
[29] wine,spirits
[29] water,cigarettes

Top Word Pairs in Tweet in G7:
[33] soda,tax
[16] won,soda
[16] big,soda
[15] tax,battle
[15] battle,big
[14] philadelphia,won
[14] win,war
[11] public,health
[10] community,led
[10] led,public

Top Word Pairs in Tweet in G9:
[2] people,drink
[2] drink,soda

Top Word Pairs in Tweet in G10:
[39] thank,bill
[39] bill,deblasio
[39] deblasio,putting
[39] putting,illegal
[39] illegal,aliens
[39] aliens,hardcore
[39] hardcore,criminals
[39] criminals,before
[39] before,tax
[39] tax,paying

Top Replied-To
Top Replied-To in Entire Graph:
@mikebloomberg
@mike2020
@phillymayor
@jdcmedlock
@realdonaldtrump
@msnbc
@glinch72
@chris__soda
@jwickers
@forzacorrado

Top Replied-To in G1:
@emposts

Top Replied-To in G4:
@mikebloomberg
@realdonaldtrump
@w_terrence
@johnmellencamp
@berniesanders
@andyostroy
@senatortimscott
@wailly
@jkass99
@joesegal

Top Replied-To in G5:
@chris__soda
@glinch72
@jwickers
@b_bolshevik100
@erskinedaniel
@mikebethune
@jamz129
@pugzplace
@petermackay
@laurentiannews

Top Replied-To in G7:
@vestigeslcri
@lmccrystal
@phillyrealty
@phillyinquirer

Top Replied-To in G8:
@hillshaveeyes02

Top Replied-To in G9:
@jbr0wn12

Top Replied-To in G10:
@nycpba
@breaking911

Top Mentioned
Top Mentioned in Entire Graph:
@emposts
@j_gelling
@irumanyika
@mikebloomberg
@nyc_2018
@dawntj90
@jamz129
@sylviad32911201
@bightert
@paprikalady

Top Mentioned in G1:
@emposts
@andreanavarror
@maya0mexlerdo

Top Mentioned in G2:
@j_gelling

Top Mentioned in G3:

Top Mentioned in G4:
@mikebloomberg
@realdonaldtrump
@youtube
@w_terrence
@pjul1984
@andyostroy
@doreenhunns
@berniesanders
@johnmellencamp
@potus

Top Mentioned in G5:
@dawntj90
@jamz129
@sylviad32911201
@bightert
@paprikalady
@erskinedaniel
@redned59
@reddragonfly19
@tj_tomj
@zerilos

Top Mentioned in G6:
@irumanyika
@urauganda
@ceoeastafrica
@nbluganda

Top Mentioned in G7:
@phillyinquirer
@lmccrystal
@praxis_project
@tomavril1
@kulikovuniatf
@fr_hossain
@phillyjo
@bmsg
@phillyjoed
@phlbizjgeorge

Top Mentioned in G8:
@peterproud9
@copia_copma1
@jengelmayer
@makjob786
@matanco999
@bluegreenberg
@a_zionism
@robertgsilvermn
@hollyma87972629
@zimmlaw175

Top Mentioned in G9:
@tomdoubting
@vickie627
@jimrobe70184873
@eddy120876
@skiiryne
@merry_hippie
@vicster1234
@chrisg409ubc
@gaz3r1
@_chiacat

Top Mentioned in G10:
@nyc_2018
@nycpba
@breaking911

Top Tweeters
Top Tweeters in Entire Graph:
@crewislife
@jude_mugabi
@algebra_com
@twitlertwit
@thehill
@faby_nava77
@yordivp
@libertea2012
@saveusrepublic2
@barkyboogz

Top Tweeters in G1:
@faby_nava77
@yordivp
@cnovelo66
@montielabonilla
@moevazquez
@veronicalderon
@mariantop1
@alexbojalil
@robiecur
@scarletm1926

Top Tweeters in G2:
@saveusrepublic2
@toby_dorena
@vivianmtl
@websterelizabet
@spacema09104056
@realwendyteresa
@tracyda34033517
@shellykennisto1
@sheila06942158
@cgduck5

Top Tweeters in G3:
@algebra_com
@libertea2012
@analyticaglobal
@droolindog
@btibothayley
@ddamato88
@oregonian
@the_proteus7
@punch_a_nella
@22americanfirst

Top Tweeters in G4:
@cbsnews
@jaketapper
@dtroyw63
@joesegal
@cryptoterra
@lee_borden
@cann4ing
@newsday
@spicypurritos
@warsywarsy

Top Tweeters in G5:
@justanotweet
@reddragonfly19
@gillesnfio
@craigthomler
@ppc_retweets
@teririch
@valerie24190901
@mstuart1970
@cris_paunescu
@dawntj90

Top Tweeters in G6:
@jude_mugabi
@malowbar
@thedewjosh
@tomddumba
@nahaabwe_
@eric_of_1691
@okhzo
@koma452001
@jptorach
@kla_lordjerry

Top Tweeters in G7:
@phillyinquirer
@joehick58
@mededbot
@saludamerica
@publichealthmap
@neilflochmd
@vestigeslcri
@billy_penn
@bibitabibi
@fr_hossain

Top Tweeters in G8:
@freddiechurro13
@rururola73
@judgefudge5
@wziminer
@bluegreenberg
@resistdwp
@spain_1957
@blurbwriter
@hebmacman
@rasputinish

Top Tweeters in G9:
@rickysi16087724
@vickie627
@msfflynnerland
@wontmarch4soros
@mongo3804
@consofcooking1
@skiiryne
@lor_blueeyes
@merry_hippie
@hrt6017

Top Tweeters in G10:
@raphaellan
@lvlvlrd707
@gpalhegyi
@cressy777jeri
@nancylchapman
@djlugoff
@stabor4tabor
@whatsquinkyeye
@tommylambertokc
@bordwell_c


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