Kombucha, Twitter, 5/23/2019 1:59:27 AM, 197766


FAQ | Problem?

Kombucha_2019-05-22_18-37-08.xlsx
Kombucha_2019-05-22_18-37-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 23, 2019
Short Description:
Kombucha via NodeXL http://bit.ly/2HLrdm7
@jackieaina
@therealkimj
@rkymtnnaturals
@kxlynnreese
@drinkhealthade
@estocanam2
@naturefoodpatch
@gtskombucha
@boochnews
@f00dventuresrd

Top hashtags:
#kombucha
#vegan
#probiotic
#fermentation
#nutrition
#guthealth
#healthy

Description:
Description
The graph represents a network of 5,286 Twitter users whose tweets in the requested range contained "Kombucha", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 23 May 2019 at 01:38 UTC.

The requested start date was Thursday, 23 May 2019 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 6-day, 5-hour, 48-minute period from Thursday, 16 May 2019 at 01:29 UTC to Wednesday, 22 May 2019 at 07:18 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 : 5286
Unique Edges : 4868
Edges With Duplicates : 803
Total Edges : 5671
Number of Edge Types : 3
Mentions : 2348
Tweet : 2509
Replies to : 814
Self-Loops : 2509
Reciprocated Vertex Pair Ratio : 0.0292417545052703
Reciprocated Edge Ratio : 0.0568219359101421
Connected Components : 2582
Single-Vertex Connected Components : 1685
Maximum Vertices in a Connected Component : 817
Maximum Edges in a Connected Component : 1033
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.466294
Graph Density : 0.000108352832905757
Modularity : 0.677109
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] https://blog.lifeextension.com/2018/08/kombucha-got-culture-potential-health.html?utm_source=twitter&utm_medium=social&utm_campaign=organicpost
[11] https://forms.gle/8k8dX6HgvoQQPJHb6
[11] https://food52.com/blog/24149-kombucha-ice-cream-float-trend?utm_content=buffer8e77c&utm_medium=SocialMarketing&utm_source=Twitter&utm_campaign=Social
[11] https://www.thedailymeal.com/healthy-eating/too-much-kombucha?utm_medium=Social&utm_source=Unknown&utm_campaign=Leadify
[10] https://food52.com/blog/24149-kombucha-ice-cream-float-trend?utm_campaign=Social&utm_medium=SocialMarketing&utm_source=Twitter
[10] http://kombucha-store.com
[9] https://www.theguardian.com/society/2019/may/12/cannabis-kombucha-gluten-free-edibles-weed-companies-jump-on-wellness-trends
[8] https://food52.com/blog/24149-kombucha-ice-cream-float-trend
[7] https://twitter.com/jackieaina/status/1131035153483030528
[7] https://food52.com/blog/24149-kombucha-ice-cream-float-trend?utm_content=bufferd2804&utm_medium=SocialMarketing&utm_source=Twitter&utm_campaign=Social

Top URLs in Tweet in G1:
[11] https://www.thedailymeal.com/healthy-eating/too-much-kombucha?utm_medium=Social&utm_source=Unknown&utm_campaign=Leadify
[10] http://kombucha-store.com
[6] https://food52.com/blog/24149-kombucha-ice-cream-float-trend
[6] https://mtlnk.net/j_%253A%252F%252Flunametal.wp.xdomain.jp%252F2017%252F01%252F19%252Fpost-1044%252F
[6] https://www.chronicboomdelights.com/cbd-article/how-brew-cannabis-kombucha
[6] https://itunes.apple.com/us/app/megashuffle/id1452691873
[6] https://play.google.com/store/apps/details?id=com.autopo.st.MEGASHUFFLERADIO
[5] https://www.theguardian.com/society/2019/may/12/cannabis-kombucha-gluten-free-edibles-weed-companies-jump-on-wellness-trends
[5] https://page.auctions.yahoo.co.jp/jp/auction/p652581181
[5] https://twitter.com/jackieaina/status/1131035153483030528

Top URLs in Tweet in G2:
[1] https://twitter.com/jackieaina/status/1131035153483030528
[1] http://po.st/scms/OrMCe04Lcp0lOFmbgkM_UQzx2jYCQqfW699e-w4LI_R7UR17Tgs/brandbuilder
[1] https://twitter.com/i/web/status/1129098362995691520
[1] https://health-ade.com/pages/find-a-store
[1] https://twitter.com/i/web/status/1129126468393492481
[1] https://www.snacknation.com/blog/daina-trout-health-ade-kombucha/?utm_source=SnackNation&utm_medium=Twitter&utm_campaign=BB103
[1] https://twitter.com/i/web/status/1130747855973408769

Top URLs in Tweet in G4:
[3] http://time.com/5516472/is-kombucha-healthy/?xid=tcoshare
[2] https://www.psychologytoday.com/us/blog/evidence-based-living/201905/is-kombucha-really-good-you
[2] https://www.drsurayadiaz.com/
[2] https://good.net.nz/article/kombucha
[2] https://faithfitnessandeverythingelse.wordpress.com/2019/05/14/how-to-make-your-own-kombucha/
[2] https://www.instagram.com/p/Bxlbv1nAKQx/
[2] https://www.instagram.com/p/BxntKOUAs0U/?igshid=3btrhy6ng1ah
[2] https://www.instagram.com/p/BxveozNgWnS/?igshid=1x9vci5glomg6
[2] https://www.thechronicleherald.ca/living/kombucha-catching-on-beyond-health-circles-in-nova-scotia-312435/
[2] https://www.forbes.com/sites/chloesorvino/2019/05/09/gt-dave-kombucha/?utm_source=twitter_thread&utm_medium=social&utm_campaign=forbes#650a97a255b5

Top URLs in Tweet in G5:
[1] https://twitter.com/sarahmccammon/status/1129836993406541824

Top URLs in Tweet in G6:
[11] https://forms.gle/8k8dX6HgvoQQPJHb6
[1] https://twitter.com/i/web/status/1129191953013174272
[1] https://twitter.com/i/web/status/1129193236302508032
[1] https://twitter.com/i/web/status/1129195485779021824
[1] https://twitter.com/i/web/status/1129204458833842176
[1] https://twitter.com/i/web/status/1129211283805356032
[1] https://twitter.com/i/web/status/1129212419572609025
[1] https://twitter.com/i/web/status/1129180053680447488
[1] https://twitter.com/i/web/status/1129195823235969024
[1] https://twitter.com/i/web/status/1129196099233669120

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1130294350087380993
[1] https://twitter.com/i/web/status/1130503993288007682

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1130595672120385536
[1] https://twitter.com/i/web/status/1129532065609703424
[1] https://www.instagram.com/p/BxpxaHXgP6F/?igshid=1lgs33dbyofj
[1] https://twitter.com/i/web/status/1130649205599457280
[1] https://twitter.com/i/web/status/1130605954821550080
[1] https://www.themanual.com/food-and-drink/best-kombucha-brands/
[1] https://twitter.com/i/web/status/1130605789792460800
[1] https://twitter.com/i/web/status/1130583781449060352
[1] https://twitter.com/i/web/status/1130522968319176705
[1] https://www.elephantsdeli.com/events/gts-living-foods-copy-copy/

Top URLs in Tweet in G9:
[1] https://hummkombucha.com/taproom/
[1] https://twitter.com/i/web/status/1129492246859014144
[1] https://hummkombucha.com/kombucha/our-kombucha/
[1] https://twitter.com/i/web/status/1129485295081140224
[1] https://twitter.com/i/web/status/1129513319965044736
[1] https://twitter.com/i/web/status/1129599424538304512

Top Domains
Top Domains in Tweet in Entire Graph:
[765] twitter.com
[162] instagram.com
[39] food52.com
[20] google.com
[19] youtube.com
[17] womaninreallife.com
[16] 45.63.87.82
[14] theguardian.com
[14] facebook.com
[12] forms.gle

Top Domains in Tweet in G1:
[348] twitter.com
[93] instagram.com
[18] google.com
[16] 45.63.87.82
[12] food52.com
[12] facebook.com
[11] thedailymeal.com
[10] kombucha-store.com
[8] theguardian.com
[8] apple.com

Top Domains in Tweet in G2:
[4] twitter.com
[1] po.st
[1] health-ade.com
[1] snacknation.com

Top Domains in Tweet in G4:
[54] twitter.com
[34] instagram.com
[3] time.com
[2] psychologytoday.com
[2] bevnet.com
[2] drsurayadiaz.com
[2] net.nz
[2] wordpress.com
[2] thechronicleherald.ca
[2] tonicakombucha.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[37] twitter.com
[12] forms.gle
[4] instagram.com
[1] suesnutritionbuzz.com
[1] la-story.com

Top Domains in Tweet in G7:
[2] twitter.com

Top Domains in Tweet in G8:
[8] twitter.com
[1] instagram.com
[1] themanual.com
[1] elephantsdeli.com

Top Domains in Tweet in G9:
[4] twitter.com
[2] hummkombucha.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[440] kombucha
[27] vegan
[27] probiotic
[23] fermentation
[22] nutrition
[20] guthealth
[19] healthy
[19] organic
[18] health
[18] canwin



Top Hashtags in Tweet in G1:
[123] kombucha
[10] health
[9] nowplaying
[8] nutrition
[8] scoby
[8] funbynature
[8] novakombucha
[7] fermentation
[6] vegan
[6] cbd

Top Hashtags in Tweet in G2:
[3] brandbuilder
[3] kombucha
[2] podcast
[1] branding
[1] marketing
[1] buildingyourbrand
[1] tasteslikefun
[1] bubbyrose

Top Hashtags in Tweet in G4:
[168] kombucha
[14] probiotic
[13] fermented
[11] vegan
[10] brew
[10] organic
[10] guthealth
[9] kefir
[9] greentea
[9] kombuchabrewing

Top Hashtags in Tweet in G6:
[12] kombucha
[3] homebrew
[2] perfectmorning
[2] avocadotoast
[2] avocado
[2] healthylifestyle
[1] freshmindset
[1] headache
[1] art
[1] modernart

Top Hashtags in Tweet in G8:
[5] kombucha
[4] infullbloom
[2] gtskombucha
[2] bornthiswayfoundation
[2] ladygaga
[2] bloom
[2] spring
[2] btwf
[1] healthylife
[1] sundayfunday

Top Hashtags in Tweet in G9:
[1] hummkombucha
[1] biteofbend

Top Words
Top Words in Tweet in Entire Graph:
[3189] Words in Sentiment List#1: Positive
[1467] Words in Sentiment List#2: Negative
[33] Words in Sentiment List#3: Angry/Violent
[76301] Non-categorized Words
[80958] Total Words
[4203] kombucha
[441] #kombucha
[367] s
[357] tried
[336] drink

Top Words in Tweet in G1:
[1714] kombucha
[136] s
[125] drink
[123] #kombucha
[120] t
[110] m
[100] drinking
[95] tea
[89] out
[78] now

Top Words in Tweet in G2:
[303] kombucha
[286] jackieaina
[273] tried
[267] nobody
[11] drinkhealthade
[6] m
[5] drinking
[5] cherry
[5] berry
[5] go

Top Words in Tweet in G3:
[298] kombucha
[294] therealkimj
[294] pretending

Top Words in Tweet in G4:
[169] #kombucha
[115] kombucha
[24] one
[23] now
[23] s
[22] drink
[20] new
[19] out
[17] today
[16] tea

Top Words in Tweet in G5:
[118] sarahmccammon
[116] cities
[116] south
[115] idea
[115] progressive
[115] ve
[115] brooklynized
[115] dismissive
[115] erasing
[6] kombucha

Top Words in Tweet in G6:
[57] kombucha
[44] m
[43] drink
[41] curious
[35] mind
[33] letting
[29] know
[27] here
[12] #kombucha
[12] much

Top Words in Tweet in G7:
[92] e
[92] na
[52] kombucha
[51] majutrindade
[51] uma
[48] abrir
[47] fui
[46] nossa
[46] hoje
[46] começou

Top Words in Tweet in G8:
[22] kombucha
[19] gtskombucha
[15] s
[10] best
[8] post
[5] #kombucha
[5] 5
[5] tea
[5] fermented
[4] selfie

Top Words in Tweet in G9:
[18] kombucha
[6] hummkombucha
[6] up
[5] hit
[5] dms
[4] good
[3] out
[3] actually
[3] tastes
[2] sponsor

Top Words in Tweet in G10:
[21] av
[20] om
[18] c_dahlstrom
[13] som
[12] avslöjar
[12] idag
[12] allvarliga
[12] brister
[12] bonniers
[12] bästsäljande

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[311] tried,kombucha
[294] pretending,kombucha
[293] therealkimj,pretending
[268] nobody,tried
[267] jackieaina,nobody
[115] idea,cities
[115] cities,south
[115] south,progressive
[115] progressive,ve
[115] ve,brooklynized

Top Word Pairs in Tweet in G1:
[54] drinking,kombucha
[38] don,t
[31] drink,kombucha
[28] bottle,kombucha
[25] perfectly,healthy
[25] healthy,drink
[24] kombucha,perfectly
[24] drink,sip
[24] sip,regularly
[24] regularly,point

Top Word Pairs in Tweet in G2:
[270] tried,kombucha
[267] nobody,tried
[266] jackieaina,nobody
[5] drinking,kombucha
[5] cherry,berry
[3] daina,trout
[3] finally,tried
[3] kombucha,jackieaina
[3] jackieaina,slowly
[3] slowly,convinced

Top Word Pairs in Tweet in G3:
[294] pretending,kombucha
[293] therealkimj,pretending

Top Word Pairs in Tweet in G4:
[9] blood,orange
[7] refreshing,kombucha
[7] good,#kombucha
[7] orange,ginger
[6] #kombucha,fermented
[6] freya,twigden
[6] #boochfest,#kombucha
[6] kombucha,today
[6] #kombucha,#kefir
[6] first,batch

Top Word Pairs in Tweet in G5:
[115] idea,cities
[115] cities,south
[115] south,progressive
[115] progressive,ve
[115] ve,brooklynized
[115] brooklynized,dismissive
[115] dismissive,erasing
[114] sarahmccammon,idea
[5] drip,coffee
[4] kombucha,drip

Top Word Pairs in Tweet in G6:
[39] m,curious
[38] curious,drink
[35] kombucha,mind
[33] mind,letting
[28] letting,know
[27] drink,kombucha
[27] know,here
[11] drink,brew
[11] brew,kombucha
[11] here,much

Top Word Pairs in Tweet in G7:
[50] uma,kombucha
[47] fui,abrir
[47] abrir,uma
[46] nossa,e
[46] e,hoje
[46] hoje,fui
[46] kombucha,começou
[46] começou,subir
[46] subir,gás
[46] gás,na

Top Word Pairs in Tweet in G8:
[4] best,kombucha
[4] post,best
[4] best,selfie
[4] #infullbloom,each
[4] each,post
[4] post,gt
[4] gt,s
[4] s,donate
[4] donate,5
[4] 5,ladygaga

Top Word Pairs in Tweet in G9:
[5] hit,up
[5] up,dms
[3] kombucha,actually
[3] actually,tastes
[3] tastes,good
[2] check,out
[2] try,kombucha
[2] iconic,cascade
[2] cascade,hops
[2] hops,pilsner

Top Word Pairs in Tweet in G10:
[12] avslöjar,idag
[12] idag,allvarliga
[12] allvarliga,brister
[12] brister,bonniers
[12] bonniers,bästsäljande
[12] bästsäljande,bok
[12] bok,om
[12] om,behandling
[12] behandling,av
[12] av,dödliga

Top Replied-To
Top Replied-To in Entire Graph:
@jackieaina
@andrearenee00
@jaredsprobiotic
@majutrindade
@worldstar
@wellnessmama
@rosesbythstairs
@fuckthewall2019
@remember_sarah
@taylorlorenz

Top Replied-To in G1:
@lyrixelixirs

Top Replied-To in G2:
@jackieaina
@drinkhealthade

Top Replied-To in G3:
@therealkimj

Top Replied-To in G4:
@jaredsprobiotic
@ag_dubs
@sallygold
@jcolenc
@desolidstate
@labrewery
@goodmag
@aubiedouglas
@drinkvalens
@boochnews

Top Replied-To in G5:
@sarahmccammon
@dhughesnyc

Top Replied-To in G6:
@srmhughes
@richspence306
@joshthedavid
@cecilialu
@ieuanofficial
@nikcarmichael
@sunnyrjuneja
@deannawadsworth
@raw4you
@megamy__

Top Replied-To in G7:
@majutrindade

Top Replied-To in G8:
@gtskombucha

Top Replied-To in G9:
@hummkombucha
@astoldbyciara
@satanjune
@kellypluto
@laramiejaw
@theesmere
@macierichterr1
@littlemisssunda
@armyramaly
@theyoungjoo

Top Mentioned
Top Mentioned in Entire Graph:
@therealkimj
@jackieaina
@sarahmccammon
@majutrindade
@food52
@thomasallenltd
@ziajojo
@c_dahlstrom
@gtskombucha
@mattjaffemusic

Top Mentioned in G1:
@hellogadget_st
@achrysanthe
@rafellie
@capnhayden
@dutuuradu
@kombutxa

Top Mentioned in G2:
@jackieaina
@drinkhealthade
@snacknation
@wanderlust
@iamdeandread
@sallormoon420
@ewawladymiruk
@nymatang
@bsbfankaren
@elyse5612

Top Mentioned in G3:
@therealkimj
@jackieaina

Top Mentioned in G4:
@motherkombucha
@realkombuchauk
@leftfieldbuch
@thefabawards
@wholefoods
@chitownbio
@masterofmalt
@naturefoodpatch
@olivemagazine
@oldtreebrewery

Top Mentioned in G5:
@sarahmccammon

Top Mentioned in G6:
@spkombucha
@feelgoodsoda
@ieuanofficial
@yeticoolers
@lgusamobile
@tytykim001
@scottwalz439
@jenniemontanye
@joshua_kirsten
@habby86

Top Mentioned in G7:
@majutrindade
@guria_aleatoria

Top Mentioned in G8:
@gtskombucha
@ladygaga
@brewdrkombucha
@my_recipes
@elysabethalfano
@btwfoundation
@themanualguide
@bt
@rhythmsuperfood

Top Mentioned in G9:
@hummkombucha
@biteofbend
@deschutesbeer
@astoldbyciara

Top Mentioned in G10:
@c_dahlstrom

Top Tweeters
Top Tweeters in Entire Graph:
@alerttrade
@fakespotreviews
@lopezgovlaw
@womanfeeds
@pandoraskids
@storiesflowcom
@megashuffle
@wgmunowplaying
@lifetechnology1
@fiweh

Top Tweeters in G1:
@fakespotreviews
@pandoraskids
@storiesflowcom
@megashuffle
@wgmunowplaying
@lifetechnology1
@fiweh
@eventkalenderch
@umcoollikedat
@4pawshop

Top Tweeters in G2:
@kiannafierce
@dulcetta
@__benihana
@hippycleopatra
@_hurdlefloww
@sanchieson
@kandiestlaurent
@dliindaxo
@kendaddydoe
@classicchayce

Top Tweeters in G3:
@stfuaiyanna
@_jesssiiccuhhhh
@kingnikkz
@shiglizzyy_
@littleelondraa
@its_meyra
@jordana_14
@devon0
@dijahsb
@ambitious_kayy

Top Tweeters in G4:
@wholefoods
@forbes
@chronicleherald
@rkymtnnaturals
@gloriousfood66
@psurvivalist
@realbuzmartin
@catrambo
@ag_dubs
@western_star

Top Tweeters in G5:
@joe_schmucc
@pearlfectchassi
@maddezmom
@wtf_imtooold
@sds_sunlight
@msevans034
@stephenpomes
@elsbet
@geedee215
@laurabrevitz

Top Tweeters in G6:
@oharris69
@__papa_
@baconised
@sheofthesol
@ssunithi
@j_bizzle08
@penningtonbeast
@indymonthly
@joshthedavid
@lgusamobile

Top Tweeters in G7:
@vanteswee
@trouxsne
@majutrindade
@crfisaa_
@alwzneedy
@stuck_7
@camz_plss
@eudenovonecara
@pukidrauhl4ever
@isabelakopke1

Top Tweeters in G8:
@audreyandray
@her_name_is_kai
@my_recipes
@deborahnortiz
@brandon_u2
@brainrapp
@bt
@elysabethalfano
@themanualguide
@imaplacebo

Top Tweeters in G9:
@littlemisssunda
@satanjune
@astoldbyciara
@deschutesbeer
@maria_tureaud
@theyoungjoo
@michelegeluso
@kellypluto
@theesmere
@armyramaly

Top Tweeters in G10:
@staffang_son
@karinhoffstrom
@mikelevandi
@erikedbladh
@thammargareta
@perkraulis
@melindh
@hitzegin
@jonas_hallen
@ritaborg9