soda tax, Twitter, 4/6/2020 12:19:19 AM, 224455


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soda tax_2020-04-05_17-10-28.xlsx
soda tax_2020-04-05_17-10-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 06, 2020
Short Description:
soda tax via NodeXL https://bit.ly/2xOZtLW
@chris__soda
@tsmith_m
@phillymayor
@jsand1270
@justintrudeau
@dougiep2016
@ekmattio
@phillyinquirer
@mileslunn
@jamz129

Top hashtags:
#covid19
#sodatax
#seattle
#cdnpoli
#askkenney
#philly
#carbontax
#globalwarming
#soda

Description:
Description
The graph represents a network of 598 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, 06 April 2020 at 00:10 UTC.

The requested start date was Monday, 06 April 2020 at 00:01 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, 3-hour, 58-minute period from Monday, 23 March 2020 at 13:11 UTC to Sunday, 05 April 2020 at 17:10 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 : 598
Unique Edges : 1335
Edges With Duplicates : 3078
Total Edges : 4413
Number of Edge Types : 4
Tweet : 113
MentionsInRetweet : 301
Replies to : 200
Mentions : 3799
Self-Loops : 113
Reciprocated Vertex Pair Ratio : 0.0745486313337216
Reciprocated Edge Ratio : 0.138753387533875
Connected Components : 169
Single-Vertex Connected Components : 65
Maximum Vertices in a Connected Component : 123
Maximum Edges in a Connected Component : 3952
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.254817
Graph Density : 0.00516798037007781
Modularity : 0.30207
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 598 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, 06 April 2020 at 00:10 UTC.

The requested start date was Monday, 06 April 2020 at 00:01 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, 3-hour, 58-minute period from Monday, 23 March 2020 at 13:11 UTC to Sunday, 05 April 2020 at 17:10 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:
[51] https://nextcity.org/daily/entry/seattle-turns-soda-tax-revenue-into-emergency-grocery-vouchers-pandemic
[6] https://diatribe.org/covid-19-relief-seattle-will-be-funded-soda-tax-revenues?utm_source=diaTribe&utm_campaign=9e2dc72476-EMAIL_CAMPAIGN_2020_03_27_08_09&utm_medium=email&utm_term=0_22467a8528-9e2dc72476-150263117
[5] https://taxfoundation.org/grocery-tax-candy-tax-soda-tax-2019/?utm_content=buffer90f96&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.libertarianism.org/podcasts/pop-locke/parks-recreation?utm_content=122935597&utm_medium=social&utm_source=twitter&hss_channel=tw-354990034
[3] https://www.phillyvoice.com/phillys-soda-tax-having-little-effect-consumption-habits-drexel-study-finds/?utm_source=Twitter&utm_medium=Social&utm_campaign=EDM-TW-AHP&utm_term=AdultHealth&utm_content=SodaTax
[2] https://www.sciencedaily.com/releases/2020/02/200227114557.htm?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.theglobeandmail.com/politics/article-liberals-pull-one-controversial-tax-and-spend-measure-from-emergency/
[2] https://www.consumerfreedom.com/2019/01/philadelphias-soda-tax-is-a-business-killer/
[2] https://www.nationalreview.com/2017/06/soda-tax-trend-seattle-joins-berkeley-boulder-levies-sin-tax-kills-jobs/
[2] http://GreenBay.HappyJoes.com

Top URLs in Tweet in G1:
[2] https://www.theglobeandmail.com/politics/article-liberals-pull-one-controversial-tax-and-spend-measure-from-emergency/

Top URLs in Tweet in G2:
[21] https://nextcity.org/daily/entry/seattle-turns-soda-tax-revenue-into-emergency-grocery-vouchers-pandemic
[4] https://diatribe.org/covid-19-relief-seattle-will-be-funded-soda-tax-revenues?utm_source=diaTribe&utm_campaign=9e2dc72476-EMAIL_CAMPAIGN_2020_03_27_08_09&utm_medium=email&utm_term=0_22467a8528-9e2dc72476-150263117
[2] https://www.sciencedaily.com/releases/2020/02/200227114557.htm?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.nationalreview.com/2017/06/soda-tax-trend-seattle-joins-berkeley-boulder-levies-sin-tax-kills-jobs/
[1] https://www.sciencedaily.com/releases/2020/02/200225101318.htm
[1] https://twitter.com/NBCPhiladelphia/status/1243252105009397761
[1] https://twitter.com/rbreich/status/1243278265634017281
[1] https://twitter.com/IngrahamAngle/status/1243333282873344006
[1] https://myemail.constantcontact.com/subject.html?soid=1114978407061&aid=EFOEQ9tsGyg
[1] https://nowbreakingnews.buzz/seattle-turns-soda-tax-revenue-into-emergency-grocery-vouchers-during-pandemic/

Top URLs in Tweet in G3:
[2] https://twitter.com/PhillyMayor/status/1242859865678192641
[1] https://twitter.com/phillyinquirer/status/1246001244377944064
[1] https://www.inquirer.com/news/vera-institute-philly-migrants-deportation-immigration-20190716.html
[1] https://twitter.com/SoloRealEstate/status/1242911670671982595
[1] https://www.inquirer.com/news/philadelphia/philadelphia-soda-tax-rebuild-20200220.html?__vfz=medium%3Dsharebar

Top URLs in Tweet in G5:
[22] https://nextcity.org/daily/entry/seattle-turns-soda-tax-revenue-into-emergency-grocery-vouchers-pandemic
[2] https://diatribe.org/covid-19-relief-seattle-will-be-funded-soda-tax-revenues?utm_source=twitter&utm_medium=organic
[1] http://sidewalkweekly.libsyn.com/rent-strikes-soda-tax-and-john-denver?tdest_id=1905083
[1] https://diatribe.org/covid-19-relief-seattle-will-be-funded-soda-tax-revenues

Top URLs in Tweet in G9:
[1] https://docs.google.com/forms/d/1p9XlvmKiFERZbpliQOW0A08g_6zvb2pUkaSjNMeyNtw/edit

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10] covid19
[7] sodatax
[6] seattle
[3] cdnpoli
[3] askkenney
[3] philly
[2] carbontax
[2] globalwarming
[2] soda
[2] 糖尿病専門医



Top Hashtags in Tweet in G1:
[3] cdnpoli
[2] carbontax
[2] globalwarming
[1] ppc
[1] alberta
[1] abpoli
[1] yyc
[1] yeg
[1] skpoli

Top Hashtags in Tweet in G2:
[3] sodatax
[2] philly
[2] covid19
[1] bcpoli
[1] covid
[1] americans
[1] diabetes
[1] hahnemann
[1] philadelphia
[1] solveit

Top Hashtags in Tweet in G3:
[2] askkenney
[1] philly
[1] rebuild

Top Hashtags in Tweet in G5:
[5] covid19
[4] sodatax
[3] seattle
[1] sidewalkweekly
[1] podcast
[1] urban
[1] tech
[1] rentstrikes
[1] covid_19
[1] wearephadvocates

Top Hashtags in Tweet in G6:
[1] gunma
[1] 会勢崞
[1] isesaki
[1] コーヒー
[1] coffee
[1] ハンドドリップ
[1] roastery
[1] 群馬カフェ
[1] 会勢崞カフェ
[1] プルタブ開けて飲むソーダ

Top Hashtags in Tweet in G9:
[1] pinutbuttergo

Top Words
Top Words in Tweet in Entire Graph:
[250] Words in Sentiment List#1: Positive
[306] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[14547] Non-categorized Words
[15103] Total Words
[463] tax
[298] soda
[90] jamz129
[88] bulldogloyalty
[88] slagkogel

Top Words in Tweet in G1:
[124] tax
[90] jamz129
[88] bulldogloyalty
[88] slagkogel
[87] gillesnfio
[84] sylviad32911201
[84] fionnrodgers
[84] cymaticwave
[83] tj_tomj
[79] spurglyd

Top Words in Tweet in G2:
[72] tax
[67] soda
[22] vouchers
[22] seattle
[21] lunch
[19] revenue
[19] emergency
[19] grocery
[16] turns
[16] during

Top Words in Tweet in G3:
[33] tax
[28] soda
[18] phillymayor
[10] money
[6] pay
[6] city
[5] phillyinquirer
[5] 'soda
[5] use
[5] fox29philly

Top Words in Tweet in G4:
[2] tax

Top Words in Tweet in G5:
[23] tax
[22] soda
[19] nextcityorg
[13] vouchers
[12] provide
[12] seattle
[12] million
[11] generated
[11] quickly
[11] deployed

Top Words in Tweet in G6:
[36] pop
[36] soda
[12] ãƒ
[9] sale_bottledrink
[9] cassis
[9] mojito
[9] mint
[9] litchi
[9] raspberry
[8] a_beans_coffee

Top Words in Tweet in G7:
[2] connieinmi
[2] superusahero
[2] parscale
[2] henshallharold
[2] joebiden
[2] realdonaldtrump
[2] soda
[2] pop
[2] tax
[2] sound

Top Words in Tweet in G8:
[12] tax
[4] soda
[3] postponed
[3] netflix
[3] hike
[3] until
[2] onedarwinian
[2] high
[2] those
[2] 2022

Top Words in Tweet in G9:
[12] soda
[8] gan
[8] sejun
[8] kitten_sj
[8] ems
[8] tax
[7] sticker
[6] ina
[6] go
[6] kit

Top Words in Tweet in G10:
[5] soda
[5] tax
[4] baddestmamajama

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[166] soda,tax
[74] tracemetalclean,edwardgiugliano
[74] redned59,bightert
[74] bightert,reddragonfly19
[74] reddragonfly19,acecordrell
[74] acecordrell,mikebethune
[73] cris_paunescu,theglinchpin
[73] theglinchpin,jenninemorgan
[73] thinks_about_it,spatulasteve
[73] spatulasteve,redned59

Top Word Pairs in Tweet in G1:
[74] tracemetalclean,edwardgiugliano
[74] redned59,bightert
[74] bightert,reddragonfly19
[74] reddragonfly19,acecordrell
[74] acecordrell,mikebethune
[73] cris_paunescu,theglinchpin
[73] theglinchpin,jenninemorgan
[73] thinks_about_it,spatulasteve
[73] spatulasteve,redned59
[73] jan_lindsay,paprikalady

Top Word Pairs in Tweet in G2:
[37] soda,tax
[19] grocery,vouchers
[17] revenue,emergency
[17] emergency,grocery
[17] tax,revenue
[16] vouchers,during
[16] lunch,special
[15] seattle,turns
[15] turns,soda
[15] during,pandemic

Top Word Pairs in Tweet in G3:
[26] soda,tax
[3] tax,money
[3] plenty,money
[3] 'soda,tax
[3] tax,'
[2] 'soda,tax'
[2] refusal,clean
[2] clean,schools
[2] dougiep2016,angsnowman1
[2] tax,going

Top Word Pairs in Tweet in G5:
[22] soda,tax
[11] million,generated
[11] generated,soda
[11] tax,quickly
[11] quickly,deployed
[11] deployed,provide
[11] provide,much
[11] much,needed
[11] needed,assistance
[10] grocery,vouchers

Top Word Pairs in Tweet in G6:
[36] pop,soda
[9] sale_bottledrink,cassis
[9] cassis,pop
[9] soda,mojito
[9] mojito,mint
[9] mint,pop
[9] soda,litchi
[9] litchi,pop
[9] soda,raspberry
[9] raspberry,pop

Top Word Pairs in Tweet in G7:
[2] connieinmi,superusahero
[2] superusahero,parscale
[2] parscale,henshallharold
[2] henshallharold,joebiden
[2] joebiden,realdonaldtrump
[2] realdonaldtrump,soda
[2] soda,pop
[2] pop,tax
[2] tax,sound
[2] sound,familiar

Top Word Pairs in Tweet in G8:
[4] soda,tax
[3] tax,netflix
[3] netflix,tax
[3] tax,hike
[2] postponed,until
[2] until,2022
[2] nspector4,jjhorgan
[2] jjhorgan,justintrudeau

Top Word Pairs in Tweet in G9:
[8] soda,gan
[8] ems,tax
[6] ina,go
[6] sejun,soda
[5] sticker,photocard
[5] close,18
[5] 18,04
[4] go,sejun
[4] gan,kitten_sj
[4] kitten_sj,soda

Top Word Pairs in Tweet in G10:
[5] soda,tax
[4] baddestmamajama,soda

Top Replied-To
Top Replied-To in Entire Graph:
@spurglyd
@phillymayor
@badgersno
@chris__soda
@jvaghyjones
@b_bolshevik100
@baddestmamajama
@tj_tomj
@jamz129
@dan613

Top Replied-To in G1:
@spurglyd
@badgersno
@jvaghyjones
@chris__soda
@b_bolshevik100
@tj_tomj
@dan613
@jamz129
@slagkogel
@vogel_liebe

Top Replied-To in G3:
@phillymayor
@phillyinquirer
@jelynchjr
@fox29philly
@maxthed86707588
@madhatters41
@alexsilverman
@kywnewsradio
@lisagartner
@im_mike_y

Top Replied-To in G4:
@geraldpayne25

Top Replied-To in G7:
@connieinmi

Top Replied-To in G8:
@onedarwinian
@2closetocall
@mileslunn

Top Replied-To in G10:
@baddestmamajama
@mikermedici

Top Mentioned
Top Mentioned in Entire Graph:
@bulldogloyalty
@jamz129
@slagkogel
@gillesnfio
@sylviad32911201
@fionnrodgers
@cymaticwave
@tj_tomj
@ecosensenow
@glinch72

Top Mentioned in G1:
@bulldogloyalty
@jamz129
@slagkogel
@gillesnfio
@sylviad32911201
@fionnrodgers
@cymaticwave
@tj_tomj
@ecosensenow
@glinch72

Top Mentioned in G3:
@phillymayor
@phillyinquirer
@fox29philly
@angsnowman1
@dougiep2016
@6abc
@patloeb
@sheddinglight4
@comcastcares
@phillypolice

Top Mentioned in G4:
@badgervindaloo
@imkimaaron
@commonsensejan
@scepticdust
@jatapps
@cant_read_maps
@donholtmac
@matildamoonsto1
@usaf_eternally
@michellmybell1

Top Mentioned in G5:
@nextcityorg
@mayorjenny
@bloombergcities
@phidotorg
@diatribenews
@cityofseattle
@e_jaffe
@vmquirk
@wearepha

Top Mentioned in G6:
@a_beans_coffee

Top Mentioned in G7:
@superusahero
@parscale
@henshallharold
@joebiden
@realdonaldtrump
@popo88mitch
@connieinmi

Top Mentioned in G8:
@nspector4
@jjhorgan
@justintrudeau
@atory01
@erinotoolemp

Top Mentioned in G9:
@kitten_sj
@songpo_o
@pinutbutter_id
@projectyoume

Top Tweeters
Top Tweeters in Entire Graph:
@comcastcares
@sikecilmarmut
@gormogons
@nadiasindi
@justanotweet
@fox29philly
@druid999s
@garyc23619095
@kywnewsradio
@lovelylanvin

Top Tweeters in G1:
@justanotweet
@druid999s
@wethepeoplepets
@reddragonfly19
@jenninemorgan
@sunlorrie
@gillesnfio
@craigthomler
@friendsoscience
@lazarus1940

Top Tweeters in G2:
@nadiasindi
@onyxoblivion
@newyorkjoe
@midgemaisels
@napalmmeth
@stem_nastics
@dejawnjackson
@pedallove
@jeff_a_friedman
@ladygingermint

Top Tweeters in G3:
@comcastcares
@fox29philly
@kywnewsradio
@6abc
@phillyinquirer
@sportsmetalgeek
@jelynchjr
@sixers
@philly311
@karenfox29

Top Tweeters in G4:
@michellmybell1
@rjdownard
@scientiapercept
@janetb172
@megavolt1
@orna_verum
@malo_j
@jatapps
@takethatepi
@leanneaf

Top Tweeters in G5:
@garyc23619095
@tbdnonymous
@sandymaxey
@abissicus
@nextcityorg
@mindofandre
@soapboxinca
@phidotorg
@carolduncan
@diatribenews

Top Tweeters in G6:
@norikaisou
@cocoaz217
@naga620
@xvs1300cadodo
@abecoffeedou8
@online_gyoza
@a_beans_coffee
@t_suzu_1973
@mbeanscoffee

Top Tweeters in G7:
@henshallharold
@realdonaldtrump
@superusahero
@parscale
@joebiden
@popo88mitch
@connieinmi

Top Tweeters in G8:
@nspector4
@mileslunn
@2closetocall
@onedarwinian
@erinotoolemp
@atory01
@jjhorgan

Top Tweeters in G9:
@clarestasye
@songpo_o
@pinutbutter_id
@swoodisiac
@kitten_sj
@projectyoume

Top Tweeters in G10:
@baddestmamajama
@mikermedici
@lilbblizzard
@youngbudgeteer
@hpmck
@alfherrom


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