soda tax, Twitter, 5/12/2021 10:54:16 AM, 254673


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soda tax_2021-05-10_16-31-39.xlsx
soda tax_2021-05-10_16-31-39.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 12, 2021
Short Description:
soda tax via NodeXL https://bit.ly/3bnJh5n
@businessfocusug
@urauganda
@albertkatruguma
@mrahnasto
@victorveec
@treykapata
@potus
@uconnruddcenter
@oakfoodpolicy
@jpdubs79

Top hashtags:
#kakasangakapo
#bond_shimane
#bond
#松江
#bondclair
#bigsoda
#tax
#icymi

Description:
Description
The graph represents a network of 465 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 May 2021 at 23:32 UTC.

The requested start date was Monday, 10 May 2021 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, 19-hour, 9-minute period from Monday, 26 April 2021 at 03:10 UTC to Sunday, 09 May 2021 at 22:20 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 : 465
Unique Edges : 310
Edges With Duplicates : 310
Total Edges : 620
Number of Edge Types : 5
Replies to : 103
Tweet : 98
Retweet : 137
MentionsInRetweet : 170
Mentions : 112
Self-Loops : 99
Reciprocated Vertex Pair Ratio : 0.0253521126760563
Reciprocated Edge Ratio : 0.0494505494505494
Connected Components : 157
Single-Vertex Connected Components : 47
Maximum Vertices in a Connected Component : 42
Maximum Edges in a Connected Component : 133
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 1.977928
Graph Density : 0.00168705969595847
Modularity : 0.624686
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 465 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 May 2021 at 23:32 UTC.

The requested start date was Monday, 10 May 2021 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, 19-hour, 9-minute period from Monday, 26 April 2021 at 03:10 UTC to Sunday, 09 May 2021 at 22:20 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:
[16] https://www.salon.com/2021/04/28/another-soda-tax-bill-dies-another-win-for-big-soda_partner/
[5] https://khn.org/news/article/another-soda-tax-bill-dies-another-win-for-big-soda/
[3] https://dnyuz.com/2021/04/28/another-soda-tax-bill-dies-another-win-for-big-soda/
[3] https://www.instagram.com/accounts/login/
[3] https://www.sfchronicle.com/local/article/California-soda-tax-bill-dies-in-another-win-for-16113143.php?utm_campaign=CMS%20Sharing%20Tools%20(Mobile)&utm_source=t.co&utm_medium=referral
[2] https://childrenshealthdefense.org/defender/another-big-win-big-soda/
[2] http://patch.com/california/livermore/s/hj4r1/another-soda-tax-bill-dies?utm_source=twitter.com&utm_medium=social&utm_term=business&utm_campaign=autopost&utm_content=livermore
[1] https://residentialliving.georgetown.edu/communities/
[1] https://twitter.com/HoyasLalala/status/1391395005831471105
[1] https://twitter.com/kris_sims/status/1391042930882740233

Top URLs in Tweet in G1:
[6] https://www.salon.com/2021/04/28/another-soda-tax-bill-dies-another-win-for-big-soda_partner/
[1] https://tax-freelance.com/legal-inspection
[1] https://blackvoicenews.com/2021/04/24/another-soda-tax-bill-dies-another-win-for-big-soda/
[1] http://patch.com/california/encino/s/hj4r1/another-soda-tax-bill-dies?utm_source=twitter.com&utm_medium=social&utm_term=business&utm_campaign=autopost&utm_content=encino
[1] https://twitter.com/GovernorTomWolf/status/1387058960834850818
[1] https://www.salon.com/2021/04/28/another-soda-tax-bill-dies-another-win-for-big-soda_partner/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/OKnox/status/1387417216979771395
[1] http://bancodeseries.com.br/index.php?action=se&serieid=3442&episode=70&type=
[1] https://twitter.com/byyourlogic/status/1387811743137685506
[1] https://twitter.com/biondiewasabi/status/1387920805221347330

Top URLs in Tweet in G3:
[1] https://fi.wikipedia.org/wiki/Kevytsavukeoikeudenk%C3%A4ynti
[1] https://www.nytimes.com/2017/11/13/health/colombia-soda-tax-obesity.html

Top URLs in Tweet in G5:
[1] https://www.change.org/p/oakland-mayor-and-city-council-oakland-uphold-the-purpose-of-the-soda-tax-and-invest-in-communities/psf/promote_or_share?recruiter=1197921229
[1] https://salud-america.org/calculate-it-see-how-much-money-a-sugary-drink-tax-can-bring-your-community/
[1] https://dnyuz.com/2021/04/28/another-soda-tax-bill-dies-another-win-for-big-soda/
[1] https://khn.org/news/article/another-soda-tax-bill-dies-another-win-for-big-soda/

Top URLs in Tweet in G8:
[1] https://bomienoona.com/home/202-peach-soda-clothes.html

Top URLs in Tweet in G9:
[4] https://www.salon.com/2021/04/28/another-soda-tax-bill-dies-another-win-for-big-soda_partner/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[22] kakasangakapo
[5] bond_shimane
[5] bond
[5] 松江
[5] bondclair
[4] bigsoda
[4] tax
[3] icymi
[3] tatachemical
[3] 出雲



Top Hashtags in Tweet in G1:
[2] kakasangakapo
[1] コロナ茶番
[1] parksandrec
[1] nobodyiscoming4yourbigmacs
[1] tax
[1] bill
[1] taxes
[1] people
[1] bigsoda
[1] bancodeseries

Top Hashtags in Tweet in G2:
[6] kakasangakapo

Top Hashtags in Tweet in G4:
[11] kakasangakapo

Top Hashtags in Tweet in G5:
[3] icymi

Top Hashtags in Tweet in G6:
[2] teen
[1] bitcoin
[1] wevapewevote

Top Words
Top Words in Tweet in Entire Graph:
[346] tax
[300] soda
[79] digital
[52] water
[48] stamp
[48] beer
[46] spirits
[46] cigarettes
[45] another
[44] products

Top Words in Tweet in G1:
[69] tax
[65] soda
[16] lunch
[16] special
[14] another
[8] more
[8] people
[8] 11am
[8] 3pm
[7] food

Top Words in Tweet in G2:
[37] digital
[37] tax
[34] goods
[33] businessfocusug
[21] products
[20] stamp
[19] way
[19] stock
[19] consume
[19] certified

Top Words in Tweet in G3:
[2] eroonkoronasta
[2] co
[2] eiku
[2] siis

Top Words in Tweet in G4:
[33] digital
[33] tax
[24] cigarettes
[22] water
[20] soda
[20] spirits
[18] stamp
[18] beer
[17] wine
[17] buying

Top Words in Tweet in G5:
[13] tax
[10] dozens
[8] uconnruddcenter
[7] millions
[7] dollars
[7] raised
[7] sugar
[7] sweetened
[7] beverage
[7] join

Top Words in Tweet in G6:
[10] tax
[8] soda
[5] phillymayor
[5] tobacco
[4] potus
[4] claim
[3] gap
[3] look
[3] product
[2] hey

Top Words in Tweet in G7:
[4] tax
[3] soda
[2] adhd_policywonk
[2] lucasgold06
[2] healthcare

Top Words in Tweet in G8:
[20] clothes
[20] rp
[20] 000
[10] ina
[10] go
[10] help
[10] po
[10] peach
[10] soda
[10] 90

Top Words in Tweet in G9:
[9] salon
[7] gaming
[7] political
[7] system
[7] assembly
[7] member
[7] adrin
[7] nazarian
[7] asm_nazarian
[6] another

Top Words in Tweet in G10:
[14] soda
[7] republican's
[7] trying
[7] pass
[7] tax
[7] drink
[7] sugar
[7] average
[7] working
[7] joe

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[102] soda,tax
[79] digital,tax
[47] tax,stamp
[30] soda,water
[29] spirits,cigarettes
[24] wine,spirits
[23] water,beer
[23] beer,wine
[23] tax,soda
[22] tax,stamps

Top Word Pairs in Tweet in G1:
[25] soda,tax
[16] lunch,special
[8] special,lunch
[8] special,11am
[8] 11am,3pm
[6] tax,soda
[6] another,win
[6] another,soda
[6] tax,bill
[6] bill,dies

Top Word Pairs in Tweet in G2:
[37] digital,tax
[20] tax,stamp
[19] way,stock
[19] stock,consume
[19] consume,certified
[19] certified,products
[19] products,checking
[19] checking,whether
[19] whether,digital
[19] stamp,goods

Top Word Pairs in Tweet in G3:
[2] eiku,siis

Top Word Pairs in Tweet in G4:
[33] digital,tax
[18] tax,stamp
[16] soda,water
[16] spirits,cigarettes
[15] wine,spirits
[14] water,beer
[14] beer,wine
[11] bear,digital
[10] buying,soda
[10] cigarettes,make

Top Word Pairs in Tweet in G5:
[7] millions,dollars
[7] dollars,raised
[7] raised,sugar
[7] sugar,sweetened
[7] sweetened,beverage
[7] beverage,tax
[7] tax,join
[7] join,telling
[7] telling,city
[7] city,council

Top Word Pairs in Tweet in G6:
[5] soda,tax
[2] claim,#teen
[2] #teen,tobacco
[2] tobacco,use
[2] use,rising
[2] rising,fda
[2] fda,claim
[2] claim,vaping
[2] vaping,tobacco
[2] tobacco,product

Top Word Pairs in Tweet in G7:
[2] soda,tax
[2] tax,soda

Top Word Pairs in Tweet in G8:
[10] ina,go
[10] go,help
[10] help,po
[10] po,peach
[10] peach,soda
[10] soda,clothes
[10] clothes,rp
[10] rp,90
[10] 90,000
[10] 000,rp

Top Word Pairs in Tweet in G9:
[7] gaming,political
[7] political,system
[7] system,assembly
[7] assembly,member
[7] member,adrin
[7] adrin,nazarian
[7] nazarian,asm_nazarian
[7] asm_nazarian,salon
[6] robertlustigmd,gaming
[3] another,soda

Top Word Pairs in Tweet in G10:
[7] republican's,trying
[7] trying,pass
[7] pass,tax
[7] tax,soda
[7] soda,drink
[7] drink,sugar
[7] sugar,average
[7] average,working
[7] working,joe
[7] joe,enjoy

Top Replied-To
Top Replied-To in Entire Graph:
@phillymayor
@tax_fn
@tonybrunoshow
@tonipreckwinkle
@sarcasticcupcak
@gerryc41446418
@trad_revival
@markhamrisica
@jackiegoldmanri
@lozzafox

Top Replied-To in G3:
@merja_rantala

Top Replied-To in G6:
@phillymayor
@tonybrunoshow
@vickyisgrateful
@_kristinf_34

Top Replied-To in G7:
@cadeyrnn
@labacchae
@sodiumpen

Top Replied-To in G10:
@lindseygrahamsc
@sentedcruz
@tedcruz
@randpaul
@jim_jordan
@marcorubio
@senrickscott

Top Mentioned
Top Mentioned in Entire Graph:
@businessfocusug
@urauganda
@bomienoona_
@salon
@uconnruddcenter
@asm_nazarian
@oakfoodpolicy
@robertlustigmd
@beckieavery4
@realtuckfrumper

Top Mentioned in G2:
@businessfocusug
@urauganda
@unbsug
@srkimbugwe

Top Mentioned in G3:
@tuuliel
@mrjanir
@myllarni
@hsivonen
@markkupeltonen
@mikaelniku
@samisyrjamaki
@irenejohansd
@tutkersson
@juhanasiljander

Top Mentioned in G4:
@urauganda
@ubctvuganda
@victorveec
@treykapata
@albertkatruguma
@businessfocusug
@bukeddeonline
@bukeddetv
@the_kampala_sun
@933kfm

Top Mentioned in G5:
@uconnruddcenter
@oakfoodpolicy
@saludamerica
@uconncahnr
@uconn
@areuconn

Top Mentioned in G6:
@potus
@phillymayor
@bristowchriss
@johncraven1
@vp
@jimfkenney

Top Mentioned in G7:
@adhd_policywonk
@lucasgold06
@alextheyimby
@bartleby_kamoi
@officialgami
@asinmarx
@ceriseskies17
@abbortslang

Top Mentioned in G8:
@bomienoona_

Top Mentioned in G9:
@salon
@asm_nazarian
@robertlustigmd

Top Tweeters
Top Tweeters in Entire Graph:
@caligirlleftie
@betzmyboyblue11
@nypost
@king5seattle
@alexandraerin
@removegopnow
@_kristinf_34
@sav01
@monitor_ph
@cocacola

Top Tweeters in G1:
@youngnino215_
@slaughtertrades
@djdrek84
@whereshebelongs
@eaglesjawn
@markdickins
@recordnrtist
@xfmug
@compro_tax
@mtmdiamond

Top Tweeters in G2:
@qrisy_qrisy
@fynst_stalker
@beinomugisha_iv
@rachealkyy
@keithpius
@drwalugembe256
@tendod_
@uwizeyeblair
@kamaroma22
@ankoleroyalty

Top Tweeters in G3:
@hsfi
@mikaelniku
@hsivonen
@sulka
@tuuliel
@merja_rantala
@irenejohansd
@mrahnasto
@samisyrjamaki
@markkupeltonen

Top Tweeters in G4:
@dailymonitor
@victorveec
@bukeddetv
@albertkatruguma
@treykapata
@933kfm
@bukeddeonline
@hajiahmedkater2
@urauganda
@ubctvuganda

Top Tweeters in G5:
@removegopnow
@publichealthmap
@saludamerica
@cspi
@uconn
@hercbergs
@uconnruddcenter
@rootsofchange
@uconncahnr
@kjhawksworth

Top Tweeters in G6:
@_kristinf_34
@tonybrunoshow
@momof4boysss
@axtoxthexo
@vickyisgrateful
@johncraven1
@phillymayor
@jimfkenney
@vplivenetwork
@vp

Top Tweeters in G7:
@cadeyrnn
@abbortslang
@asinmarx
@lucasgold06
@alextheyimby
@officialgami
@sodiumpen
@bartleby_kamoi
@adhd_policywonk
@labacchae

Top Tweeters in G8:
@xute_minghao
@babynyaksy
@ggyuhanshi
@masjeongwonu
@pipip999
@wonjkey
@bomienoona_
@sebong_svt17
@bongsebong13
@jisoonee_

Top Tweeters in G9:
@randolphgibbs
@salon
@dopaminergic13
@voteforchanges
@rocknrollcabbie
@robertlufkinmd
@robertlustigmd
@asm_nazarian
@drdanparrymd
@modz651

Top Tweeters in G10:
@briscoeny
@tedcruz
@senrickscott
@sentedcruz
@marcorubio
@randpaul
@lindseygrahamsc
@jim_jordan