soda tax, Twitter, 8/15/2022 1:02:06 AM, 280066


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soda tax_2022-08-14_17-45-00.xlsx
soda tax_2022-08-14_17-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 15, 2022
Short Description:
soda tax via NodeXL https://bit.ly/3QnVHg4
@yoyocodger
@jpdubs79
@lasavloff
@ppdcommish
@dmadhooligan
@donutmindme1
@tab_soda_mph
@johnfetterman
@richardwhalen
@sweetonionchip1

Top hashtags:
#nlpoli
#giftideas
#gifts
#etsy
#shopping
#ygdiscovery
#pakistan
#islamabad

Description:
Description
The graph represents a network of 358 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, 15 August 2022 at 00:45 UTC.

The requested start date was Monday, 15 August 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, 17-hour, 9-minute period from Monday, 01 August 2022 at 00:02 UTC to Sunday, 14 August 2022 at 17:12 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 : 358
Unique Edges : 262
Edges With Duplicates : 103
Total Edges : 365
Number of Edge Types : 5
Replies to : 102
Tweet : 64
Mentions : 149
Retweet : 24
MentionsInRetweet : 26
Self-Loops : 66
Reciprocated Vertex Pair Ratio : 0.0239043824701195
Reciprocated Edge Ratio : 0.0466926070038911
Connected Components : 124
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 50
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 1.857284
Graph Density : 0.00201086021000579
Modularity : 0.725894
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 358 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, 15 August 2022 at 00:45 UTC.

The requested start date was Monday, 15 August 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, 17-hour, 9-minute period from Monday, 01 August 2022 at 00:02 UTC to Sunday, 14 August 2022 at 17:12 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:
[1] https://freebeacon.com/democrats/john-fetterman-soda-tax/
[1] https://apnews.com/article/sinema-took-wall-street-money-while-killing-tax-on-investors-0c07f73ba6db92f87fa33f1aad8dbeac?taid=62f7933828a8e70001fd821f&utm_campaign=TrueAnthem&utm_medium=AP&utm_source=Twitter
[1] https://www.saltwire.com/halifax/opinion/local-perspectives/commentary-sugar-tax-is-only-the-first-step-100762543/?utm_medium=Social&utm_source=Twitter#Echobox=1660387606
[1] https://twitter.com/torontostar/status/1558056507002048512
[1] https://apnews.com/article/inflation-ap-fact-check-congress-government-and-politics-11eae023a3dc3a04584371843234cab7
[1] https://twitter.com/kiraonysko/status/1558081784402804737
[1] https://www.healthyfoodamerica.org/sugary_drinks_in_america_who_s_drinking_what_and_how_much
[1] https://www.gov.nl.ca/fin/sugar-sweetened-beverage-tax/
[1] https://playfm.cl/
[1] https://marypatcampbell.substack.com/p/taxing-tuesday-a-retrospective-of?utm_source=twitter&utm_campaign=auto_share&s=w

Top URLs in Tweet in G2:
[1] https://twitter.com/yg_treasure_jp/status/1554031638710927361
[1] https://twitter.com/UberFacts/status/1554482835213340672
[1] https://twitter.com/SeattleCouncil/status/1554608854318469121
[1] https://www.axios.com/local/seattle/2022/07/19/seattle-soda-tax-low-income-benefits-study
[1] https://magazine.yorku.ca/issues/summer-2022/sugar-high/
[1] https://docs.google.com/forms/d/1S9-D9ZrsjfmJxt6SMdIYw5Mz7b8BbCLJZBja_9AZuhY/viewform?edit_requested=true
[1] https://twitter.com/potus/status/1555563482485035009
[1] https://www.etsy.com/shop/LuckyGem7?t=1659717331
[1] https://couponeasy.com/rosatis-pizza-urbana-coupons/urbana-125549
[1] https://playfm.cl/

Top URLs in Tweet in G5:
[1] https://apnews.com/article/inflation-ap-fact-check-congress-government-and-politics-11eae023a3dc3a04584371843234cab7

Top URLs in Tweet in G7:
[1] https://www.gov.nl.ca/fin/sugar-sweetened-beverage-tax/

Top URLs in Tweet in G8:
[1] https://nationalpost.com/news/canada/why-canadas-first-soda-tax-is-unlikely-to-solve-obesity-in-newfoundland-and-labrador

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] nlpoli
[2] giftideas
[2] gifts
[2] etsy
[2] shopping
[1] ygdiscovery
[1] pakistan
[1] islamabad
[1] food
[1] azadideal



Top Hashtags in Tweet in G2:
[1] fatamerica
[1] theyorkumag
[1] crystal
[1] giftideas
[1] gifts
[1] luckygem7
[1] bracelet
[1] gemstone
[1] unisex
[1] etsy

Top Words
Top Words in Tweet in Entire Graph:
[233] tax
[187] soda
[26] more
[23] sugar
[20] people
[17] taxes
[17] special
[16] much
[16] lunch
[15] really

Top Words in Tweet in G1:
[2] tax

Top Words in Tweet in G2:
[58] tax
[57] soda
[17] special
[16] lunch
[8] sugar
[8] 11am
[8] 3pm
[7] one
[7] 99
[6] 29

Top Words in Tweet in G3:
[4] soda
[4] tax
[2] ppdcommish
[2] pals
[2] over
[2] johnfetterman
[2] bill
[2] 50

Top Words in Tweet in G4:
[12] soda
[10] tax
[7] vocmnews
[6] people
[6] cost
[4] rationalgranpa
[4] buying
[3] sweetonionchip1
[3] mrandell15
[3] milk

Top Words in Tweet in G5:
[3] tax
[3] total
[3] 17
[3] 98
[2] senategop
[2] seriously

Top Words in Tweet in G6:
[6] tax
[3] 20k
[3] vote
[2] president
[2] send
[2] people
[2] issues

Top Words in Tweet in G7:
[6] soda
[6] tax
[5] more
[4] benclearynl
[4] 20
[4] cents
[4] affordable
[4] income
[3] litre
[3] things

Top Words in Tweet in G8:
[2] ejemplo

Top Words in Tweet in G9:
[4] tax
[3] kiraonysko
[3] soda
[2] markc_avgi

Top Words in Tweet in G10:
[2] philaparkandrec
[2] much
[2] soda
[2] tax
[2] money

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[58] soda,tax
[16] lunch,special
[15] tax,soda
[9] sales,tax
[8] special,lunch
[8] special,11am
[8] 11am,3pm
[7] tax,dollars
[7] 99,tax
[6] plus,tax

Top Word Pairs in Tweet in G2:
[16] lunch,special
[13] soda,tax
[8] special,lunch
[8] special,11am
[8] 11am,3pm
[7] 99,tax
[6] soda,29
[6] 29,tax
[4] pizzas,toppings
[4] 2l,soda

Top Word Pairs in Tweet in G3:
[4] soda,tax

Top Word Pairs in Tweet in G4:
[4] rationalgranpa,vocmnews
[2] toutontoast,mrandell15
[2] mrandell15,rationalgranpa
[2] soda,milk
[2] greg_foss,vocmnews
[2] tax,soda
[2] msbjj48,pierreneary
[2] soda,bad

Top Word Pairs in Tweet in G5:
[3] total,17
[3] 17,98

Top Word Pairs in Tweet in G6:
[2] send,20k

Top Word Pairs in Tweet in G7:
[4] 20,cents
[4] more,affordable
[3] tax,20
[3] cents,litre
[3] litre,things
[3] things,soda
[3] soda,sweetened
[3] sweetened,sports
[3] sports,energy
[3] energy,drinks

Top Word Pairs in Tweet in G10:
[2] soda,tax
[2] tax,money

Top Replied-To
Top Replied-To in Entire Graph:
@sweetonionchip1
@pete49173511
@richardwhalen
@isuckatbeingag1
@robertr121
@billmaher
@6abc
@ari_is_bored
@danmcdonald111
@govparsonmo

Top Replied-To in G1:
@mike44502881

Top Replied-To in G3:
@mikeshiss79
@baileymsjay35
@sidmacleod
@keeleyfox29

Top Replied-To in G4:
@sweetonionchip1
@pete49173511
@richardwhalen
@marg0pol0
@rdugganvocm

Top Replied-To in G5:
@johnmurantene
@senategop
@tab_soda_mph

Top Replied-To in G6:
@stephenmoore
@thebradfordfile
@shisatom
@_soda_pressed

Top Replied-To in G7:
@benclearynl
@bruinsfan87
@vocmben

Top Replied-To in G8:
@jmilo_dev

Top Replied-To in G9:
@kiraonysko
@markc_avgi
@pens1487

Top Replied-To in G10:
@kanders26
@christie_ileto

Top Mentioned
Top Mentioned in Entire Graph:
@vocmnews
@rationalgranpa
@arkiemiasma
@mrandell15
@benclearynl
@ap
@toutontoast
@greg_foss
@msbjj48
@pierreneary

Top Mentioned in G1:
@pennell10dan
@jbizzy6969
@joenemesis11
@republicanrehab
@astragal
@2_drac
@jds44894884
@dulcieburt
@badgervindaloo
@shellyrkirchoff

Top Mentioned in G2:
@nenemonrie

Top Mentioned in G3:
@ppdcommish
@johnfetterman
@tginphilly
@lasavloff
@jimfkenney
@sebbyces
@you_mountebank
@stupidflanders
@phillymayor
@phillypolice

Top Mentioned in G4:
@vocmnews
@rationalgranpa
@mrandell15
@toutontoast
@greg_foss
@msbjj48
@pierreneary
@richardwhalen

Top Mentioned in G5:
@housegop
@senategop
@8
@mimij1992
@lilyofurvalley
@f125axer
@orbitroute
@drjbhattacharya

Top Mentioned in G6:
@regularbore
@goingparabolic
@jessekellydc

Top Mentioned in G7:
@benclearynl
@ntvnewsnl
@damianryan_5

Top Mentioned in G8:
@vanessa90297491
@donabundio5
@simutisp
@josea_ocampo
@petrogustavo
@minhacienda

Top Mentioned in G9:
@kiraonysko
@queeniebeats
@markc_avgi

Top Mentioned in G10:
@philaparkandrec

Top Tweeters
Top Tweeters in Entire Graph:
@mcdonalds
@ani
@fox29philly
@6abc
@ap
@froodywisco
@adityasaxena200
@rexchapman
@inthefade
@graywolf442

Top Tweeters in G1:
@jds44894884
@fwe1991
@whurensohn
@republicanrehab
@shellyrkirchoff
@femmevoilet
@itisjustmebabe
@kitemanargues
@joefordbama
@sammk1964

Top Tweeters in G2:
@forvictoriia
@innachiin
@gordlittle
@tigerwiesejones
@b_e_bishop
@play_fm
@__dezsk
@oregonrolleda20
@botjoeveyera
@djrobyngold

Top Tweeters in G3:
@fox29philly
@lucabra66424748
@johnfetterman
@keeleyfox29
@lasavloff
@dmadhooligan
@sidmacleod
@mikeshiss79
@phillypolice
@phillymayor

Top Tweeters in G4:
@vocmnews
@toutontoast
@marg0pol0
@msbjj48
@rationalgranpa
@pierreneary
@discovernl
@rdugganvocm
@richardwhalen
@mrandell15

Top Tweeters in G5:
@housegop
@senategop
@orbitroute
@f125axer
@drjbhattacharya
@donutmindme1
@lilyofurvalley
@tab_soda_mph
@mimij1992
@leah177704101

Top Tweeters in G6:
@goingparabolic
@nola_nobody
@thebradfordfile
@shisatom
@stephenmoore
@_soda_pressed
@jessekellydc
@regularbore

Top Tweeters in G7:
@ntvnewsnl
@mikeconnors
@outsidetheboxnl
@vocmben
@bruinsfan87
@benclearynl
@damianryan_5
@norman_yates75

Top Tweeters in G8:
@petrogustavo
@minhacienda
@donabundio5
@ing_johann
@jmilo_dev
@vanessa90297491
@josea_ocampo
@simutisp

Top Tweeters in G9:
@markc_avgi
@pens1487
@queeniebeats
@kiraonysko
@2booman

Top Tweeters in G10:
@christie_ileto
@philaparkandrec
@kanders26
@trpawloski
@pat_the_rock