soda tax, Twitter, 12/5/2022 5:26:03 AM, 285519


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soda tax_2022-12-04_17-45-00.xlsx
soda tax_2022-12-04_17-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 05, 2022
Short Description:
soda tax via NodeXL https://bit.ly/3VPwkG7
@thehousered
@phillymayor
@twatterblows8
@bamyblen
@heerjeet
@engr_zuhad
@phaiwa
@crispsshottt
@dsnapper55
@brookem_feldman

Top hashtags:
#residentevil
#soda
#tax
#ghostenergy
#warheads
#sour
#watermelon
#energydrink

Description:
Description
The graph represents a network of 281 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, 05 December 2022 at 01:45 UTC.

The requested start date was Monday, 05 December 2022 at 01:01 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, 15-hour, 54-minute period from Monday, 21 November 2022 at 01:09 UTC to Sunday, 04 December 2022 at 17:03 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 : 281
Unique Edges : 192
Edges With Duplicates : 120
Total Edges : 312
Number of Edge Types : 5
Replies to : 76
Mentions : 79
Tweet : 58
Retweet : 42
MentionsInRetweet : 57
Self-Loops : 58
Reciprocated Vertex Pair Ratio : 0.0255102040816327
Reciprocated Edge Ratio : 0.0497512437810945
Connected Components : 107
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 15
Maximum Edges in a Connected Component : 24
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 1.499622
Graph Density : 0.00255465175394001
Modularity : 0.687431
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 281 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, 05 December 2022 at 01:45 UTC.

The requested start date was Monday, 05 December 2022 at 01:01 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, 15-hour, 54-minute period from Monday, 21 November 2022 at 01:09 UTC to Sunday, 04 December 2022 at 17:03 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://jeabynews.com/philadelphia-mayor-jeff-brown-shoprite-soda-tax/
[1] https://www.e-tax.nta.go.jp/start/index.htm
[1] https://twitter.com/will_hawkes/status/1597612444406484993
[1] https://twitter.com/jeffbrowngrocer/status/1597767823333654528
[1] https://economics21.org/html/philly%E2%80%99s-soda-tax-will-disproportionately-hurt-poor-2186.html
[1] https://www.kuow.org/stories/soda-tax-funded-programs-safe-for-now-but-hard
[1] https://www.washingtonpost.com/opinions/local-opinions/dc-s-proposed-soda-tax-sounds-sweeter-than-it-is/2019/11/01/8305cf44-fa5f-11e9-ac8c-8eced29ca6ef_story.html
[1] https://www.foodmanufacturing.com/consumer-trends/news/22431802/citys-soda-taxes-didnt-reduce-sugar-consumption?utm_source=twitter&utm_medium=Social%20-%20FB-LI-Twitter%20-%20only%20company&utm_campaign=ZDM
[1] https://twitter.com/pamkeithfl/status/1596536654449152001
[1] https://doi.org/10.1017/S1368980022002361

Top URLs in Tweet in G1:
[1] https://twitter.com/kulikovuniatf/status/1594982763215859713
[1] https://twitter.com/kfor/status/1594874291841290240
[1] https://kuow.org/stories/soda-tax-funded-programs-safe-for-now-but-hard
[1] https://twitter.com/pamkeithfl/status/1596536654449152001
[1] https://www.foodmanufacturing.com/consumer-trends/news/22431802/citys-soda-taxes-didnt-reduce-sugar-consumption?utm_source=twitter&utm_medium=Social%20-%20FB-LI-Twitter%20-%20only%20company&utm_campaign=ZDM
[1] https://www.washingtonpost.com/opinions/local-opinions/dc-s-proposed-soda-tax-sounds-sweeter-than-it-is/2019/11/01/8305cf44-fa5f-11e9-ac8c-8eced29ca6ef_story.html
[1] https://www.kuow.org/stories/soda-tax-funded-programs-safe-for-now-but-hard
[1] https://twitter.com/jeffbrowngrocer/status/1597767823333654528
[1] https://twitter.com/will_hawkes/status/1597612444406484993
[1] https://jeabynews.com/philadelphia-mayor-jeff-brown-shoprite-soda-tax/

Top URLs in Tweet in G2:
[1] https://twitter.com/kids1stece/status/1594716888264998912

Top URLs in Tweet in G3:
[1] https://twitter.com/HeerJeet/status/1594497093216919554

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] residentevil
[3] soda
[3] tax
[1] ghostenergy
[1] warheads
[1] sour
[1] watermelon
[1] energydrink
[1] caffeine
[1] beverage



Top Hashtags in Tweet in G1:
[1] sixers
[1] seattle
[1] citycouncil
[1] taxsugarydrinkstofightdiabetes
[1] worlddiabetesday
[1] qualtiy
[1] industry4
[1] oem
[1] sintax
[1] ghostenergy

Top Hashtags in Tweet in G2:
[1] admire
[1] phlprek

Top Words
Top Words in Tweet in Entire Graph:
[189] tax
[170] soda
[22] more
[16] lunch
[16] special
[15] philadelphia
[13] stop
[13] taxes
[13] money
[12] one

Top Words in Tweet in G1:
[49] tax
[45] soda
[16] lunch
[16] special
[8] 3pm
[8] 11am
[8] 99
[6] 29
[5] 000
[4] 2l

Top Words in Tweet in G2:
[10] more
[9] soda
[8] phillymayor
[5] thanks
[5] one
[5] quality
[5] book
[5] child
[5] kids
[5] tax

Top Words in Tweet in G3:
[17] tax
[16] soda
[10] stop
[10] thehousered
[9] trying
[9] industry
[9] philadelphia
[9] represented
[9] groups
[3] heerjeet

Top Words in Tweet in G4:
[4] aap
[4] kah
[3] hey
[2] mulk
[2] poorey
[2] ghatiya

Top Words in Tweet in G5:
[11] advocacy
[5] paper
[5] spotlight
[5] read
[5] campaign
[5] soda
[5] edition
[5] discussion
[5] hepatitis
[5] cdc

Top Words in Tweet in G6:
[4] tax
[3] soda
[3] nextphlmayor

Top Words in Tweet in G8:
[7] mexico
[4] soda
[4] reginakeith1
[3] acarriedo
[3] delighted
[3] research
[3] dr
[3] tax
[3] corredo
[3] wphna

Top Words in Tweet in G10:
[9] soda
[5] elimination
[5] tax
[5] 10
[4] same
[4] campaigned
[4] reason
[4] mhdksafa
[4] companies
[4] washington

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[75] soda,tax
[16] lunch,special
[9] industry,groups
[9] represented,industry
[9] stop,philadelphia
[9] philadelphia,soda
[9] trying,stop
[9] groups,trying
[8] 11am,3pm
[8] special,lunch

Top Word Pairs in Tweet in G1:
[16] lunch,special
[13] soda,tax
[8] special,lunch
[8] special,11am
[8] 11am,3pm
[7] 99,tax
[6] soda,29
[6] 29,tax
[5] tax,soda
[4] 2l,soda

Top Word Pairs in Tweet in G2:
[5] always,room
[5] phillymayor,soda
[5] thanks,phillymayor
[5] book,more
[5] more,kids
[5] quality,child
[5] child,care
[5] kids,quality
[5] soda,tax
[5] one,more

Top Word Pairs in Tweet in G3:
[16] soda,tax
[9] industry,groups
[9] stop,philadelphia
[9] philadelphia,soda
[9] groups,trying
[9] represented,industry
[9] trying,stop
[8] thehousered,represented
[2] wow,wow

Top Word Pairs in Tweet in G4:
[2] poorey,mulk
[2] mulk,kah
[2] hey,aap

Top Word Pairs in Tweet in G5:
[5] paper,hepatitis
[5] discussion,paper
[5] hepatitis,advocacy
[5] advocacy,spotlight
[5] edition,read
[5] advocacy,campaign
[5] cdc,discussion
[5] spotlight,edition
[5] campaign,soda
[5] read,cdc

Top Word Pairs in Tweet in G6:
[3] soda,tax

Top Word Pairs in Tweet in G8:
[3] soda,tax
[3] dr,angela
[3] corredo,acarriedo
[3] angela,corredo
[3] delighted,dr
[3] acarriedo,wphna
[2] bath,sharing
[2] mexico,reducing
[2] university,bath
[2] tax,mexico

Top Word Pairs in Tweet in G10:
[4] same,reason
[4] soda,tax
[4] campaigned,elimination
[4] elimination,10
[4] mhdksafa,same
[4] companies,washington
[4] 10,soda
[4] soda,companies
[4] washington,campaigned
[4] reason,soda

Top Replied-To
Top Replied-To in Entire Graph:
@heerjeet
@brettmandel
@nextphlmayor
@mwamiyes_
@dancojo
@guida_jim
@keeleyfox29
@thehousered
@josephpolitano
@samanthamarika1

Top Replied-To in G2:
@keeleyfox29
@phillymayor

Top Replied-To in G3:
@heerjeet
@thehousered
@ntxntx3

Top Replied-To in G4:
@daudibrahim24

Top Replied-To in G6:
@nextphlmayor
@johncecilprice

Top Replied-To in G7:
@josevaz70514339

Top Replied-To in G9:
@mmatheny22

Top Replied-To in G10:
@mhdksafa

Top Mentioned
Top Mentioned in Entire Graph:
@thehousered
@phillymayor
@reginakeith1
@phaiwa
@childrenfirstpa
@jerseyjon34
@mhdksafa
@bifrosty2k
@jennychachan
@cstorejapan

Top Mentioned in G2:
@phillymayor
@childrenfirstpa
@septa
@fox29philly
@mariaqsanchez
@phillypolice

Top Mentioned in G3:
@thehousered

Top Mentioned in G4:
@f_e_r_o_z_a_i
@arsched
@nawazsharifmns
@imrankhanpti
@arynewsofficial
@atifrauf79
@maryamnsharif

Top Mentioned in G5:
@phaiwa
@curtinuni
@melissasweetdr
@_phaa_
@incubatorghai

Top Mentioned in G6:
@josephwarren76
@nextphlmayor
@helengymatlarge

Top Mentioned in G7:
@rk95399103
@utd_merchant
@kmh_1992
@duran1097
@trollfootball

Top Mentioned in G8:
@reginakeith1
@acarriedo
@wphna
@uniwestminster
@gphn18uw
@lifesciwestmin

Top Mentioned in G9:
@daviddonaldelk1
@ryanofhouses
@meganatron480
@potus

Top Mentioned in G10:
@jerseyjon34
@mhdksafa

Top Tweeters
Top Tweeters in Entire Graph:
@jeguru1
@fox29philly
@melissasweetdr
@komonews
@kywnewsradio
@kingdom_raze
@arynewsofficial
@carynmiller2
@kumrn_bpm
@septa

Top Tweeters in G1:
@jeguru1
@_cde
@kuow
@joshkrugerphl
@botjoeveyera
@nztsales
@phil00322299
@zerodefectmfg
@dnkrbywine
@who_is_indigo

Top Tweeters in G2:
@fox29philly
@septa
@meticu6lous
@keeleyfox29
@childrenfirstpa
@phillypolice
@drewster125
@phillymayor
@brookem_feldman
@twatterblows8

Top Tweeters in G3:
@cbl2
@griffinmang
@mki_mom
@heerjeet
@jitendr19707520
@dsnapper55
@ntxntx3
@besticnnurse
@skip1515
@vidor1

Top Tweeters in G4:
@arynewsofficial
@atifrauf79
@arsched
@maryamnsharif
@imrankhanpti
@engr_zuhad
@f_e_r_o_z_a_i
@daudibrahim24
@nawazsharifmns

Top Tweeters in G5:
@melissasweetdr
@_phaa_
@curtinuni
@phaiwa
@drmelstoneham
@incubatorghai
@phaaqldbranch
@iuhpe_swp

Top Tweeters in G6:
@johncecilprice
@sunshinekeydubs
@helengymatlarge
@thejustinyost
@awesomoknowsall
@josephwarren76
@nextphlmayor

Top Tweeters in G7:
@crispsshottt
@utd_merchant
@trollfootball
@kmh_1992
@rk95399103
@duran1097
@josevaz70514339

Top Tweeters in G8:
@uniwestminster
@reginakeith1
@wphna
@acarriedo
@lifesciwestmin
@zahibegum
@gphn18uw

Top Tweeters in G9:
@daviddonaldelk1
@potus
@ryanofhouses
@kpawlucy
@mmatheny22
@meganatron480

Top Tweeters in G10:
@carynmiller2
@atamariya
@oldval2
@jerseyjon34
@mhdksafa


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