soda tax, Twitter, 5/16/2022 2:52:06 AM, 276385


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soda tax_2022-05-15_17-45-00.xlsx
soda tax_2022-05-15_17-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 16, 2022
Short Description:
soda tax via NodeXL https://bit.ly/37QwLg8
@michelle__703
@sod48machun
@nae_mcfarley
@jameslo53828803
@phillymayor
@jro60867232
@natureboydda
@featstinky
@bristolhotel515
@mattmckenzie68

Top hashtags:
#sodatax
#healtheconomics
#reducesugar
#crypto
#china
#us
#soda

Description:
Description
The graph represents a network of 549 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, 16 May 2022 at 00:45 UTC.

The requested start date was Monday, 16 May 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 13-day, 11-hour, 54-minute period from Monday, 02 May 2022 at 02:06 UTC to Sunday, 15 May 2022 at 14:01 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 : 549
Unique Edges : 482
Edges With Duplicates : 208
Total Edges : 690
Number of Edge Types : 5
Tweet : 69
Replies to : 253
Mentions : 181
Retweet : 77
MentionsInRetweet : 110
Self-Loops : 70
Reciprocated Vertex Pair Ratio : 0.00963391136801541
Reciprocated Edge Ratio : 0.0190839694656489
Connected Components : 123
Single-Vertex Connected Components : 41
Maximum Vertices in a Connected Component : 143
Maximum Edges in a Connected Component : 241
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.509824
Graph Density : 0.00174172018135163
Modularity : 0.687525
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 549 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, 16 May 2022 at 00:45 UTC.

The requested start date was Monday, 16 May 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 13-day, 11-hour, 54-minute period from Monday, 02 May 2022 at 02:06 UTC to Sunday, 15 May 2022 at 14:01 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:
[3] https://twitter.com/michelle__703/status/1522975397264367616
[1] https://twitter.com/HerculeanStren1/status/1524678758506106880
[1] https://ncdalliance.org/why-ncds/video-stories-of-change/barbados-raises-sugary-drinks-tax-to-fight-disease
[1] https://twitter.com/sftscorplo/status/1523524412452089856
[1] https://twitter.com/anotherglassbox/status/1524848230793625600
[1] https://twitter.com/ayushpa1703/status/1524837424043397120
[1] https://civileats.com/2022/04/18/how-mexican-public-health-advocates-fought-big-soda-and-won/
[1] https://www.governing.com/finance/evidence-suggests-seattles-soda-tax-is-working-really-well
[1] https://twitter.com/cole_henke/status/1524419298323832834
[1] https://www.fatherly.com/news/statewide-stimulus-checks-2022/

Top URLs in Tweet in G1:
[1] https://twitter.com/blueherring/status/1523119598907785216

Top URLs in Tweet in G3:
[3] https://twitter.com/michelle__703/status/1522975397264367616
[1] https://www.sciencedirect.com/science/article/pii/S0168851022001002
[1] https://twitter.com/govpritzker/status/1521302209811656709
[1] https://twitter.com/bikemamadelphia/status/1522651651928203266
[1] https://twitter.com/WhiteHouse/status/1521843011751231490
[1] https://twitter.com/oldterry64/status/1523079658517925888
[1] https://twitter.com/cole_henke/status/1524419298323832834
[1] https://twitter.com/ayushpa1703/status/1524837424043397120
[1] https://twitter.com/anotherglassbox/status/1524848230793625600
[1] https://twitter.com/sftscorplo/status/1523524412452089856

Top URLs in Tweet in G4:
[1] https://philaculture.org/about/press-room/statement-philadelphia-cultural-fund-allocation-proposed-city-budget

Top URLs in Tweet in G6:
[1] https://www.governing.com/finance/evidence-suggests-seattles-soda-tax-is-working-really-well

Top URLs in Tweet in G7:
[1] https://ncdalliance.org/why-ncds/video-stories-of-change/barbados-raises-sugary-drinks-tax-to-fight-disease

Top URLs in Tweet in G9:
[1] https://www.euhea.eu/euhea-seminar-series-2022.html

Top Domains
Top Domains in Tweet in Entire Graph:
[13] twitter.com
[2] washingtonpost.com
[1] ncdalliance.org
[1] civileats.com
[1] governing.com
[1] fatherly.com
[1] euhea.eu
[1] taxfoundation.org
[1] philaculture.org
[1] sciencedirect.com

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

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

Top Domains in Tweet in G4:
[1] philaculture.org

Top Domains in Tweet in G6:
[1] governing.com

Top Domains in Tweet in G7:
[1] ncdalliance.org

Top Domains in Tweet in G9:
[1] euhea.eu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12] sodatax
[3] healtheconomics
[2] reducesugar
[2] crypto
[1] china
[1] us
[1] soda
[1] business
[1] trugreen
[1] rpetcoldcups



Top Hashtags in Tweet in G3:
[1] dgispr
[1] arizonadrinks
[1] dyk
[1] ri
[1] trugreen
[1] rpetcoldcups
[1] china
[1] us
[1] soda
[1] business

Top Hashtags in Tweet in G6:
[12] sodatax
[1] sugar

Top Hashtags in Tweet in G9:
[3] healtheconomics

Top Words
Top Words in Tweet in Entire Graph:
[397] tax
[309] soda
[119] michelle__703
[90] money
[70] dollars
[64] food
[60] ebt
[53] こんにちは
[53] 歌舞伎町のコンセプトカフェsoda新人キャストのまーちゅんです
[53] tax込1h

Top Words in Tweet in G1:
[114] tax
[105] michelle__703
[97] soda
[58] dollars
[56] ebt
[46] money
[40] food
[26] payers
[25] people
[25] business

Top Words in Tweet in G2:
[53] こんにちは
[53] 歌舞伎町のコンセプトカフェsoda新人キャストのまーちゅんです
[53] tax込1h
[53] 3000円でご帰宅いただけます
[53] カラオケもありますよ
[42] しゅわしゅわ弾けましょ
[11] もし宜しければ遊びに来てください
[2] jn8cxs5nc0qxcp4
[2] nemuitaiyou12

Top Words in Tweet in G3:
[60] tax
[56] soda
[16] lunch
[16] special
[8] 11am
[8] 3pm
[7] 99
[6] food
[6] 29
[5] government

Top Words in Tweet in G4:
[21] tax
[19] soda
[17] fund
[14] happened
[14] money
[14] missing
[14] millions
[14] general
[14] talk
[13] featstinky

Top Words in Tweet in G5:
[22] tax
[21] philadelphia
[14] soda
[10] raise
[10] revenue
[7] money
[7] taxes
[7] idea
[6] 31
[6] increase

Top Words in Tweet in G6:
[12] evidence
[12] shows
[12] seattle
[12] #sodatax
[12] works
[12] well
[12] armed
[12] three
[12] years
[12] grocery

Top Words in Tweet in G7:
[20] tax
[10] barbados
[10] announces
[10] 20
[10] sugary
[10] drinks
[10] reasons
[10] consider
[10] soda
[9] ncdalliance

Top Words in Tweet in G8:
[11] fat
[11] people
[10] respect
[10] lot
[10] more
[10] watts
[10] level
[10] riots
[10] bloomberg
[10] tried

Top Words in Tweet in G9:
[3] sweet
[3] #healtheconomics
[3] tomorrow
[3] online
[3] seminar
[3] jpsantos_econ
[3] rwi_leibniz
[3] present
[3] impact
[3] portuguese

Top Words in Tweet in G10:
[4] soda
[3] tax
[2] cmthomasphl
[2] philaparkandrec
[2] phillyinquirer
[2] supporting
[2] revenue

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[108] soda,tax
[55] tax,dollars
[53] こんにちは,歌舞伎町のコンセプトカフェsoda新人キャストのまーちゅんです
[53] 歌舞伎町のコンセプトカフェsoda新人キャストのまーちゅんです,tax込1h
[53] tax込1h,3000円でご帰宅いただけます
[53] 3000円でご帰宅いただけます,カラオケもありますよ
[42] カラオケもありますよ,しゅわしゅわ弾けましょ
[40] tax,money
[27] tax,payers
[19] libsof_tinder,michelle__703

Top Word Pairs in Tweet in G1:
[46] tax,dollars
[26] tax,payers
[19] libsof_tinder,michelle__703
[19] ebt,allowed
[19] tax,money
[18] michelle__703,fell
[18] fell,ebt
[18] allowed,certain
[18] certain,food
[18] food,items

Top Word Pairs in Tweet in G2:
[53] こんにちは,歌舞伎町のコンセプトカフェsoda新人キャストのまーちゅんです
[53] 歌舞伎町のコンセプトカフェsoda新人キャストのまーちゅんです,tax込1h
[53] tax込1h,3000円でご帰宅いただけます
[53] 3000円でご帰宅いただけます,カラオケもありますよ
[42] カラオケもありますよ,しゅわしゅわ弾けましょ
[10] カラオケもありますよ,もし宜しければ遊びに来てください
[2] jn8cxs5nc0qxcp4,こんにちは
[2] nemuitaiyou12,こんにちは

Top Word Pairs in Tweet in G3:
[17] soda,tax
[16] lunch,special
[8] special,lunch
[8] special,11am
[8] 11am,3pm
[6] 99,tax
[6] soda,29
[6] 29,tax
[4] pizzas,toppings
[4] 2l,soda

Top Word Pairs in Tweet in G4:
[18] soda,tax
[14] happened,soda
[14] tax,money
[14] money,missing
[14] missing,millions
[14] millions,general
[14] general,fund
[14] fund,talk
[13] featstinky,happened
[2] cultural,fund

Top Word Pairs in Tweet in G5:
[14] soda,tax
[6] scrap,soda
[6] tax,bring
[5] politicians,raise
[5] raise,money
[5] money,raise
[5] raise,taxes
[5] taxes,idea
[5] idea,scrap
[5] bring,revenue

Top Word Pairs in Tweet in G6:
[12] evidence,shows
[12] shows,seattle
[12] seattle,#sodatax
[12] #sodatax,works
[12] works,well
[12] well,armed
[12] armed,three
[12] three,years
[12] years,grocery
[12] grocery,shopping

Top Word Pairs in Tweet in G7:
[10] barbados,announces
[10] announces,20
[10] 20,tax
[10] tax,sugary
[10] sugary,drinks
[10] drinks,reasons
[10] reasons,consider
[10] consider,soda
[10] soda,tax
[9] ncdalliance,barbados

Top Word Pairs in Tweet in G8:
[10] respect,fat
[10] fat,people
[10] people,lot
[10] lot,more
[10] more,watts
[10] watts,level
[10] level,riots
[10] riots,bloomberg
[10] bloomberg,tried
[10] tried,soda

Top Word Pairs in Tweet in G9:
[3] sweet,#healtheconomics
[3] #healtheconomics,tomorrow
[3] tomorrow,online
[3] online,seminar
[3] seminar,jpsantos_econ
[3] jpsantos_econ,rwi_leibniz
[3] rwi_leibniz,present
[3] present,impact
[3] impact,portuguese
[2] euhea,sweet

Top Word Pairs in Tweet in G10:
[3] soda,tax
[2] cmthomasphl,philaparkandrec

Top Replied-To
Top Replied-To in Entire Graph:
@michelle__703
@mindyourbiz2015
@dropagear313
@petethebladeguy
@oldterry64
@crazy_catlady49
@nemuitaiyou12
@jn8cxs5nc0qxcp4
@natureboydda
@retiredphlada

Top Replied-To in G1:
@michelle__703
@mindyourbiz2015
@dropagear313
@petethebladeguy
@oldterry64
@crazy_catlady49
@wellsbrian96
@itsceetaylor
@numbershelley
@xrpshady

Top Replied-To in G2:
@jn8cxs5nc0qxcp4
@nemuitaiyou12
@ux_xuxoo42
@k_touma0313
@irf7wsipnrgcf4t
@yudapuni
@nekosuki4696
@00pudding21
@kuri__8782
@ackey_619m__

Top Replied-To in G4:
@natureboydda
@keeleyfox29
@oversaltpretzel
@phillymayor

Top Replied-To in G5:
@lewisblum
@chef_stache
@davidohphilly
@dbrogno67
@ell_bee25
@bluelinephilly
@benphl
@playboijones94
@mrncorbett
@jongeeting

Top Replied-To in G10:
@cmthomasphl
@phillyinquirer

Top Mentioned
Top Mentioned in Entire Graph:
@michelle__703
@libsof_tinder
@featstinky
@kulikovuniatf
@ncdalliance
@ysufferer
@phillymayor
@septa_social
@failsepta
@govnedlamont

Top Mentioned in G1:
@michelle__703
@libsof_tinder
@dropagear313
@keithlangskov
@bigcricket467
@oldterry64
@mindyourbiz2015
@dmgrockstar
@sherwoodgamfarm
@stephencelino

Top Mentioned in G2:
@maidoll_tsumiki

Top Mentioned in G3:
@domesticmarine

Top Mentioned in G4:
@featstinky
@phillymayor
@bristolhotel515
@philastreets
@philadelphiagov
@templeuniv
@phillypolice
@septa
@fox29philly

Top Mentioned in G5:
@phillymayor
@phlcouncil
@michael_nutter
@cherelleparker9
@ell_bee25
@davidohphilly
@jongeeting
@darrell_clarke
@malcolmkenyatta
@repdonnabullock

Top Mentioned in G6:
@kulikovuniatf

Top Mentioned in G7:
@ncdalliance

Top Mentioned in G8:
@ysufferer

Top Mentioned in G9:
@jpsantos_econ
@rwi_leibniz
@euhea
@unibo
@elliefichera
@uniofbath
@tseinfo

Top Mentioned in G10:
@philaparkandrec
@mcdanieljustine
@phillyinquirer
@kywnewsradio
@patloeb

Top Tweeters
Top Tweeters in Entire Graph:
@strangekeith
@kurtschlichter
@zerohedge
@rellvolverocelt
@1718106j
@fox29philly
@septa_social
@jonk
@mariancantwellf
@nbcnews

Top Tweeters in G1:
@mariancantwellf
@ross_kross
@lisasorenson10
@sulphuricrayne
@carebea20037556
@grants_pass_ed
@itsceetaylor
@michaelohogan1
@philipdowling4
@ohiogirl794

Top Tweeters in G2:
@meinekohu
@mikamikabigon
@bx_o84
@penpen_biyori
@0624hungry
@0tya_zuki_days
@gevoshout
@ryokuchanmaru_
@momo07250
@r_x_rated

Top Tweeters in G3:
@luvdatlacefront
@kjrmolon
@_ruizzz16
@b_aeilflaed
@vsmwells
@happierkindasad
@anotherglassbox
@botjoeveyera
@fritz_imperial
@alfsgirl

Top Tweeters in G4:
@fox29philly
@septa
@msjeannerogers
@domelights
@merilynjune
@ragomaria1
@philadelphiagov
@templeuniv
@orngbrl2
@dtpd6751

Top Tweeters in G5:
@jongeeting
@dbrogno67
@dpearsonphl
@lewisblum
@stevengrasse
@chef_stache
@nae_mcfarley
@malcolmkenyatta
@darrell_clarke
@phlcouncil

Top Tweeters in G6:
@civiclilly1
@eagle_mist
@tweet_nutrition
@berkeleyprc
@benziontelefus
@yaelbarzeev
@pilargalan10
@kulikovuniatf
@frankdevocht
@brentarulsamy

Top Tweeters in G7:
@ncdalliance
@abdulmalikmv
@carrascalalvaro
@toyyibdimeji
@fazyahmed
@agrimaraina
@maldivesncda
@hubert71044338
@herson69tcb
@africanncdsnet

Top Tweeters in G8:
@typed_by_ben
@stubbuhdubb
@apple__volcel
@ysufferer
@belovedkant
@benzosiii
@animosityrachel
@1984tnite
@kenwaldian
@threeohtwo302

Top Tweeters in G9:
@uniofbath
@unibo
@tseinfo
@elliefichera
@rwi_leibniz
@dubasjakobczyk
@euhea
@jpsantos_econ
@tessbardy

Top Tweeters in G10:
@kywnewsradio
@phillyinquirer
@philaparkandrec
@patloeb
@mcdanieljustine
@cmthomasphl
@jemimalives
@diannechenault
@scotchie11


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