Margarita Day, Twitter, 2/22/2021 7:08:38 PM, 249380


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Margarita Day_2021-02-22_10-41-00.xlsx
Margarita Day_2021-02-22_10-41-00.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 22, 2021
Short Description:
Margarita Day via NodeXL https://bit.ly/3qL6c06
@joshualeclair1
@patron
@wjwheeler54
@myphillymedia
@mville_hbr
@swagdad80
@jmargotcritch
@buffettworld
@andytoronto
@cityhallpaul

Top hashtags:
#nationalmargaritaday
#margarita
#margaritaday
#patronmargarita
#tequila

Description:
Description
The graph represents a network of 7,823 Twitter users whose recent tweets contained "Margarita Day", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 22 February 2021 at 18:51 UTC.

The tweets in the network were tweeted over the 7-day, 19-hour, 35-minute period from Sunday, 14 February 2021 at 23:04 UTC to Monday, 22 February 2021 at 18:40 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 : 7823
Unique Edges : 7925
Edges With Duplicates : 1058
Total Edges : 8983
Number of Edge Types : 5
Retweet : 1905
Tweet : 4723
Replies to : 608
Mentions : 1110
MentionsInRetweet : 637
Self-Loops : 4734
Reciprocated Vertex Pair Ratio : 0.0255075481520042
Reciprocated Edge Ratio : 0.049746192893401
Connected Components : 4699
Single-Vertex Connected Components : 3579
Maximum Vertices in a Connected Component : 205
Maximum Edges in a Connected Component : 321
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.435626
Graph Density : 6.43880214355241E-05
Modularity : 0.629926
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 7,823 Twitter users whose recent tweets contained "Margarita Day", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 22 February 2021 at 18:51 UTC.

The tweets in the network were tweeted over the 7-day, 19-hour, 35-minute period from Sunday, 14 February 2021 at 23:04 UTC to Monday, 22 February 2021 at 18:40 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 : TwitterSearch
Graph Term : Margarita Day
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:
[60] https://www.patrontequila.com/cocktails/patron-silver/patron-classic-margarita.html
[40] https://www.instagram.com/accounts/login/
[26] https://www.usatoday.com/story/money/restaurants/2021/02/22/margarita-day-2021-specials-cheap-drink-deals-coronavirus/4537866001/
[24] https://nationaldaycalendar.com/national-margarita-day-february-22/
[17] https://abc7ny.com/eats/
[16] https://nationaldaycalendar.com/february-22-2021-national-cook-a-sweet-potato-day-national-margarita-day-national-california-day/
[15] https://trib.al/5Qk2bm7
[15] https://nationaltoday.com/national-margarita-day/
[15] https://londontheinside.com/get-margs-delivered-to-your-door-for-national-margarita-day/
[14] https://johnwhowell.com/2021/02/22/top-ten-things-not-to-do-on-national-margarita-day-which-is-today/

Top URLs in Tweet in G1:
[28] https://www.instagram.com/accounts/login/
[7] https://nationaltoday.com/national-margarita-day/
[7] https://nationaldaycalendar.com/national-margarita-day-february-22/
[5] https://fuzzystacoshop.olo.com
[5] https://www.travelandleisure.com/food-drink/cocktails-spirits/national-margarita-day-cocktail-recipe
[5] https://nationaldaycalendar.com/february-22-2021-national-cook-a-sweet-potato-day-national-margarita-day-national-california-day/
[5] https://www.usatoday.com/story/money/restaurants/2021/02/22/margarita-day-2021-specials-cheap-drink-deals-coronavirus/4537866001/
[4] https://www.usatoday.com/story/money/restaurants/2021/02/22/margarita-day-2021-specials-cheap-drink-deals-coronavirus/4537866001/?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.agavesmexgrill.com/order-online
[4] https://www.tolteca.co/

Top URLs in Tweet in G2:
[3] https://bellamag.co/celebrate-national-margarita-day-the-lazy-way/
[2] https://www.macayo.com/how-to-sweet-sour/
[2] https://www.youtube.com/watch?app=desktop&v=E4Z8eV3UqB4
[1] https://cocina214.com/news/enjoy-our-special-margarita-flights-for-national-margarita-day-on-monday-february-22nd/
[1] https://www.tabletopmediagroup.com/blog/three-reasons-why-we-love-stirs-1948-margarita
[1] https://shop.camaleon.cloud/store/ranchogrande
[1] https://www.washingtonian.com/2021/02/22/national-margarita-day-specials-around-dc-takeout-delivery/

Top URLs in Tweet in G3:
[59] https://www.patrontequila.com/cocktails/patron-silver/patron-classic-margarita.html
[4] https://twitter.com/ColleenSPayne/status/1363873585018863616
[2] https://www.gq.co.za/culture/food-drink/inside-international-margarita-day-with-patron-tequila-43429492
[1] https://twitter.com/Patron/status/1362906415992463361

Top URLs in Tweet in G4:
[16] https://abc7ny.com/eats/
[4] https://www.wpxi.com/news/trending/national-margarita-day-2020-deals-chilis-chuys-border-margaritaville-more/B5ASDVUZ3VBADNXTXU3CDF2THM/?utm_campaign=snd-autopilot
[3] https://windsorite.ca/2021/02/perfect-pairing-ideas-for-national-margarita-day/?utm_campaign=wp2t&utm_medium=twitter&utm_source=twitter
[2] https://awesomeon20.com/margarita-cupcakes-2/
[1] https://wdasfm.iheart.com/content/2021-02-19-all-the-deals-freebies-to-know-for-national-margarita-day/

Top URLs in Tweet in G5:
[3] https://www.palmbeachpost.com/story/entertainment/dining/2021/02/21/national-margarita-day-roccos-tacos-other-palm-beach-county-restaurant-deals/4496151001/?utm_source=twitter&utm_medium=Social&utm_campaign=ghf-palmbeach-main
[2] https://foodsided.com/2021/02/21/margarita-day-restaurant-deals/
[1] https://foodsided.com/2021/02/22/spicy-margaritas-heat-national-margarita-day/
[1] https://www.palmbeachpost.com/story/entertainment/dining/2021/02/21/national-margarita-day-roccos-tacos-other-palm-beach-county-restaurant-deals/4496151001/?utm_campaign=snd-autopilot&utm_source=twitter&utm_medium=Social&utm_campaign=ghf-palmbeach-main
[1] https://nationaltoday.com/national-margarita-day/

Top URLs in Tweet in G7:
[1] https://www.forbes.com/sites/emilyprice/2021/02/20/its-national-margarita-day-heres-what-to-make-to-celebrate/

Top URLs in Tweet in G8:
[11] https://www.local10.com/entertainment/2021/02/22/where-to-celebrate-national-margarita-day-in-miami-and-broward/?utm_source=twitter&utm_medium=social&utm_campaign=snd&utm_content=wplg10
[10] https://miamionthecheap.com/national-margarita-day-2021-enjoy-deals-specials/
[9] https://www.youtube.com/watch?v=PGCscKFk30w&feature=youtu.be

[9] https://www.youtube.com/channel/UC5jwUeGcxpCdvs9dkTnaP4A
[9] https://flicksandfood.com/blog/2021/02/18/vamonos-riendo-mezcal-makes-amazing-oaxacan-drinks-for-margarita-day/
[8] https://flicksandfood.com/blog/2021/02/11/taco-cabana-wants-you-to-feel-loved-with-love-potion-margarita/
[8] https://flicksandfood.com/blog/2021/02/11/hopdoddy-is-celebrating-two-holidays-with-fantastic-deals/
[3] https://www.themiamihurricane.com/2021/02/19/5-best-bars-to-ring-in-national-margarita-day/
[2] http://www.soulofmiami.org/2021/02/16/celebrate-national-margarita-day-with-paqui-tequila-at-le-chick-2-22-21/
[1] https://www.retailmenot.com/blog/national-margarita-day-deals.html

Top URLs in Tweet in G10:
[7] https://trib.al/aBOV2y6
[7] https://aquariva.co.uk/
[6] https://www.goodmorningamerica.com/food/story/cocktail-recipes-national-margarita-day-75997228
[5] https://www.today.com/food/celebrate-national-margarita-day-2021-these-fun-recipes-t209530
[4] https://philly.metro.us/where-to-celebrate-national-margarita-day-in-philly-3/
[4] https://nationaltoday.com/national-margarita-day/
[3] https://philadelphia.cbslocal.com/?p=1222270
[3] https://957benfm.com/2021/02/22/national-margarita-day/
[2] https://957benfm.com/2021/02/22/national-margarita-day/?utm_medium=social&utm_source=twitter_957BenFM
[2] https://www.phillybite.com/index.php/food-beverage/2290-where-to-celebrate-national-margarita-day-in-philadelphia

Top Domains
Top Domains in Tweet in Entire Graph:
[159] twitter.com
[120] instagram.com
[61] patrontequila.com
[58] youtube.com
[48] co.uk
[41] nationaldaycalendar.com
[41] iheart.com
[33] usatoday.com
[25] flicksandfood.com
[24] trib.al

Top Domains in Tweet in G1:
[92] instagram.com
[76] twitter.com
[36] iheart.com
[23] co.uk
[13] nationaldaycalendar.com
[12] usatoday.com
[10] forbes.com
[8] nationaltoday.com
[8] travelandleisure.com
[8] youtube.com

Top Domains in Tweet in G2:
[3] bellamag.co
[2] macayo.com
[2] youtube.com
[1] cocina214.com
[1] tabletopmediagroup.com
[1] camaleon.cloud
[1] washingtonian.com

Top Domains in Tweet in G3:
[59] patrontequila.com
[5] twitter.com
[2] co.za

Top Domains in Tweet in G4:
[16] abc7ny.com
[4] wpxi.com
[3] windsorite.ca
[2] awesomeon20.com
[1] iheart.com

Top Domains in Tweet in G5:
[4] palmbeachpost.com
[3] foodsided.com
[1] nationaltoday.com

Top Domains in Tweet in G7:
[1] forbes.com

Top Domains in Tweet in G8:
[25] flicksandfood.com
[18] youtube.com
[11] local10.com
[10] miamionthecheap.com
[3] themiamihurricane.com
[2] soulofmiami.org
[1] retailmenot.com

Top Domains in Tweet in G10:
[8] goodmorningamerica.com
[7] trib.al
[7] co.uk
[5] 957benfm.com
[5] today.com
[4] metro.us
[4] phillybite.com
[4] nationaltoday.com
[3] cbslocal.com
[1] instagram.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[899] nationalmargaritaday
[244] margarita
[205] margaritaday
[100] patronmargarita
[93] tequila
[70] margaritas
[62] margaritamonday
[60] margaritaseason
[52] reopenushavembassy
[36] familiesbelongtogether



Top Hashtags in Tweet in G1:
[366] nationalmargaritaday
[142] margarita
[96] margaritaday
[39] margaritas
[33] tequila
[29] margaritamonday
[16] happyhour
[16] cheers
[16] patronmargarita
[13] monday

Top Hashtags in Tweet in G2:
[29] nationalmargaritaday
[7] macayos
[4] margarita
[4] margaritaday
[3] bottomsup
[3] abitarita
[3] craftbeer
[3] margaritamonday
[3] tacotuesday
[2] margaritas

Top Hashtags in Tweet in G3:
[62] patronmargarita
[59] margaritaseason
[7] nationalmargaritaday
[2] passthepatron
[1] brownpalace
[1] pei
[1] patron

Top Hashtags in Tweet in G4:
[35] nationalmargaritaday
[6] patronmargarita
[3] yqg

Top Hashtags in Tweet in G5:
[17] nationalmargaritaday
[6] margarita
[5] cheers
[5] lbts
[5] arubabeachcafe
[4] drinks
[3] guymargarita
[3] onthebeach
[3] beachtown
[3] margaritas

Top Hashtags in Tweet in G6:
[7] fox29goodday

Top Hashtags in Tweet in G7:
[52] reopenushavembassy
[36] familiesbelongtogether
[32] pp10014
[10] cfrp
[8] continuecubancfrp
[4] noban
[2] openthecubanparole
[2] stoppp10014
[2] usa
[2] cuba

Top Hashtags in Tweet in G8:
[18] nationalmargaritaday
[17] margarita
[13] foodie
[11] miamieats
[11] fortlauderdaleeats
[9] food
[9] dining
[9] recipes
[9] recipe
[9] home

Top Hashtags in Tweet in G9:
[5] happy
[1] aj

Top Hashtags in Tweet in G10:
[16] nationalmargaritaday
[4] margarita
[2] anejophilly
[2] juno
[2] rosystacobar
[1] philly
[1] fairmount

Top Words
Top Words in Tweet in Entire Graph:
[8372] margarita
[8364] day
[6131] national
[1422] happy
[1179] today
[909] #nationalmargaritaday
[827] monday
[768] celebrate
[619] margaritas
[487] tequila

Top Words in Tweet in G1:
[4139] day
[4135] margarita
[3160] national
[624] today
[612] happy
[411] monday
[366] #nationalmargaritaday
[360] celebrate
[322] margaritas
[205] tomorrow

Top Words in Tweet in G2:
[134] margarita
[128] day
[124] national
[95] happy
[29] #nationalmargaritaday
[19] cheers
[16] celebrate
[8] celebrating
[8] cha
[7] week

Top Words in Tweet in G3:
[244] margarita
[185] day
[94] national
[62] perfect
[62] #patronmargarita
[59] tired
[59] wired
[59] season
[59] pop
[59] cork

Top Words in Tweet in G4:
[118] day
[95] margarita
[50] happy
[49] national
[37] natl
[36] #nationalmargaritaday
[34] international
[30] week
[18] always
[16] clock

Top Words in Tweet in G5:
[131] margarita
[94] day
[73] national
[55] happy
[24] margaritaville
[22] today
[18] margaritas
[17] #nationalmargaritaday
[15] restaurants
[14] monday

Top Words in Tweet in G6:
[34] day
[26] margarita
[17] national
[9] good
[9] monday
[8] enjoy
[7] coming
[7] #fox29goodday
[6] jennfredfox29
[6] happy

Top Words in Tweet in G7:
[73] day
[54] potus
[52] #reopenushavembassy
[44] president
[40] away
[36] mr
[36] #familiesbelongtogether
[32] #pp10014
[30] love
[28] please

Top Words in Tweet in G8:
[89] day
[87] margarita
[68] national
[37] deals
[36] gt
[27] enjoy
[26] today
[24] feb
[20] margaritas
[19] 22

Top Words in Tweet in G9:
[58] day
[57] margarita
[36] ted
[36] cruz
[36] went
[36] vacation
[36] mexico
[36] during
[36] texas
[36] snow

Top Words in Tweet in G10:
[55] margarita
[40] day
[34] national
[30] celebrate
[16] #nationalmargaritaday
[12] 14
[12] recipes
[12] 22
[7] happy
[7] february

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6792] margarita,day
[5905] national,margarita
[921] happy,national
[519] today,national
[291] celebrate,national
[205] day,monday
[200] tomorrow,national
[171] happy,margarita
[168] february,22nd
[159] monday,national

Top Word Pairs in Tweet in G1:
[3500] margarita,day
[3066] national,margarita
[400] happy,national
[283] today,national
[136] celebrate,national
[103] tomorrow,national
[102] day,monday
[89] happy,margarita
[88] day,today
[73] day,national

Top Word Pairs in Tweet in G2:
[125] margarita,day
[124] national,margarita
[92] happy,national
[18] day,cheers
[8] celebrate,national
[7] #macayos,#nationalmargaritaday
[5] day,monday
[4] celebrating,national
[4] senor,bob
[4] bob,senorita

Top Word Pairs in Tweet in G3:
[104] margarita,day
[84] national,margarita
[59] tired,national
[59] day,wired
[59] wired,margarita
[59] margarita,season
[59] season,pop
[59] pop,cork
[59] cork,party
[59] party,started

Top Word Pairs in Tweet in G4:
[95] margarita,day
[49] national,margarita
[34] happy,international
[34] international,margarita
[34] day,#nationalmargaritaday
[18] week,natl
[16] always,clock
[16] clock,somewhere
[16] somewhere,never
[16] never,truer

Top Word Pairs in Tweet in G5:
[79] margarita,day
[73] national,margarita
[44] happy,national
[13] margaritaville,bartenders
[13] margarita,recipes
[10] restaurants,bars
[9] monday,feb
[8] feb,22
[8] 22,national
[8] day,getting

Top Word Pairs in Tweet in G6:
[16] margarita,day
[15] national,margarita
[9] margarita,monday
[8] day,enjoy
[7] good,day
[6] coming,good
[5] day,jennfredfox29
[5] happy,national
[4] today,national
[3] monday,happy

Top Word Pairs in Tweet in G7:
[34] mr,president
[24] stop,#pp10014
[24] #pp10014,#reopenushavembassy
[22] counts,day
[22] day,away
[20] away,love
[20] love,counts
[20] hurts,price
[20] price,pay
[20] pay,fulfilling

Top Word Pairs in Tweet in G8:
[78] margarita,day
[67] national,margarita
[27] gt,gt
[14] celebrate,national
[11] day,check
[11] check,complete
[11] complete,list
[11] list,local
[11] local,restaurants
[11] restaurants,celebrating

Top Word Pairs in Tweet in G9:
[36] ted,cruz
[36] cruz,went
[36] went,vacation
[36] vacation,mexico
[36] mexico,during
[36] during,texas
[36] texas,snow
[36] snow,storm
[36] storm,toilet
[36] toilet,day

Top Word Pairs in Tweet in G10:
[35] margarita,day
[33] national,margarita
[22] celebrate,national
[12] recipes,celebrate
[11] 14,margarita
[11] margarita,recipes
[6] happy,#nationalmargaritaday
[5] day,22
[5] 22,feb
[5] february,22

Top Replied-To
Top Replied-To in Entire Graph:
@meidastouch
@wjwheeler54
@josecuervo
@marylispastit
@kariecupcake
@chewy7
@jimmybuffett
@delpercios
@thespybrief
@angry_staffer

Top Replied-To in G1:
@yikesks

Top Replied-To in G2:
@joshualeclair1
@__heysummer
@pamadkisson
@macayosmex
@friendsglass_us
@tequila_babes
@theabitabeer
@jmargotcritch
@chilis
@imdb

Top Replied-To in G3:
@wjwheeler54
@patron
@petenajarian
@blankemusic
@dprk_news
@silverado1954
@panerabread

Top Replied-To in G4:
@marylispastit

Top Replied-To in G5:
@jimmybuffett
@jdspradlin
@siriusxm

Top Replied-To in G6:
@mikey_v31
@joepiscoposhow
@myphillymedia
@colleenranieri
@playful_heart3
@shinebrte
@e_porpora
@24tog

Top Replied-To in G7:
@flotus
@izquierdo_isis
@thedemocrats
@alimayorkas
@whitehouse
@forbes
@potus
@cnn
@joebiden

Top Replied-To in G8:
@clubfoody1
@miamihurricane

Top Replied-To in G9:
@kariecupcake

Top Replied-To in G10:
@buenaondatacos

Top Mentioned
Top Mentioned in Entire Graph:
@las930
@jordansskinny
@potus
@cmtequila
@kendalljenner
@vp
@patron
@winknews
@flotus
@lastory

Top Mentioned in G1:
@chilesgrill
@cactusmrktg
@artistjamieroxx

Top Mentioned in G2:
@cointreau_us
@bellamagco
@jimmybuffett
@chinacotequila
@moninusa
@nudeglass
@renaissanceorla
@aurohotels
@renhotels

Top Mentioned in G3:
@patron
@doordash
@bartesian
@petenajarian

Top Mentioned in G5:
@jimmybuffett
@margaritaville
@radiomville
@siriusxm

Top Mentioned in G6:
@jennfredfox29
@jrzyjoepiscopo
@johnlukenyc
@concussionawar3
@24tog
@drninaradcliff
@cbp8cindy
@powerpeteb
@modelcarolalt
@debbieduhaime

Top Mentioned in G7:
@potus
@vp
@flotus
@alimayorkas
@joebiden
@andersoncooper
@whitehouse
@secblinken
@usembcuba
@kamalaharris

Top Mentioned in G8:
@eventguidetoday
@diningguide2day
@vamonosriendo
@tacocabana
@hopdoddy
@_houseknecht_j

Top Mentioned in G10:
@pistolasdelsur
@buenaondatacos
@todayshow
@josepistolas
@sancho_pistolas
@phillybite
@natltoday
@957benfm
@metrophilly
@maureenpetrosky

Top Tweeters
Top Tweeters in Entire Graph:
@thebookofginko
@filafresh
@femtech_
@drocktrot
@avosfrommexico
@iartg
@hollyandherego
@_evangelo
@cheezwitham
@davidbewart

Top Tweeters in G1:
@_evangelo
@cheezwitham
@hoeitsrocuervo
@energizerhunnii
@yojora
@_girlfromatl
@steviebreech
@frontendla
@_despain_
@fiery_untouched

Top Tweeters in G2:
@avosfrommexico
@maccocktail
@hrhstillstacie
@kiciamarie
@universalorl
@beautychickee
@bathbodyworks
@meme1964hall
@joshualeclair1
@taft_jenny

Top Tweeters in G3:
@njdoc
@moolahmitch
@simpson5921
@petenajarian
@cottage_green
@peggyferrera
@lourenzosmith
@d_latinsuperfly
@panerabread
@pizzagirl78

Top Tweeters in G4:
@wpxi
@missourigirl62
@abc7ny
@jmoneygrip
@shaykaayy
@easaint
@ddebroy84
@marylispastit
@pitrko
@topmom100

Top Tweeters in G5:
@gr8musicvenues
@pbpost
@fortlaudeatz
@thewebbix
@dianeearnhardt
@cdoyle222
@matthewncalio
@carrollnewsdave
@siriusxm
@skystroll

Top Tweeters in G6:
@sexytothenorth
@famouspixs
@fox29philly
@myphillymedia
@thomas1774paine
@thesmartchic
@kayhahn1
@cazij
@likefinewine63
@borderfox116

Top Tweeters in G7:
@cnn
@cnnee
@forbes
@statedept
@camilocnn
@telemundointl
@thedemocrats
@yusnaby
@andersoncooper
@brewersdaughter

Top Tweeters in G8:
@jlesag
@phycoinsc
@platinumbeautee
@miami_eatz
@m3nac324
@janelly_donuts
@wplglocal10
@debimossscheler
@_callmedanny_
@djgregdahamma

Top Tweeters in G9:
@jackconnie
@drtony44
@dessiiworld
@_ahriiii
@sparkbestseller
@concerneddogmom
@wittytag2
@realkieranlyons
@m_catano21
@kariecupcake

Top Tweeters in G10:
@morgandavii
@woodlandfell
@barretoj32
@cbsphilly
@gma
@luzanob
@samanthabutto13
@todayshow
@missqueenarmy
@benbrookjohn