Kombucha, Twitter, 3/16/2020 4:40:55 AM, 223022


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Kombucha_2020-03-15_08-43-37.xlsx
Kombucha_2020-03-15_08-43-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 16, 2020
Short Description:
Kombucha via NodeXL http://bit.ly/33iPp9M
@tyrathetaurus
@leariellesimone
@weirdbutrare2
@baileytaal
@princessugh
@breeji1
@venuslanbaby
@kerseilannister
@geehermo
@organicchaosss

Top hashtags:
#kombucha
#ダイエット
#rakutenichiba
#vegan
#ビークレンズ
#コンブチャ
#コンブチャ生サプリ
#サプリメント

Description:
Description
The graph represents a network of 5,398 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 Sunday, 15 March 2020 at 15:44 UTC.

The requested start date was Sunday, 15 March 2020 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 2-day, 22-hour, 8-minute period from Thursday, 12 March 2020 at 01:51 UTC to Sunday, 15 March 2020 at 00:00 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 : 5398
Unique Edges : 4900
Edges With Duplicates : 414
Total Edges : 5314
Number of Edge Types : 4
MentionsInRetweet : 2489
Tweet : 1800
Replies to : 722
Mentions : 303
Self-Loops : 1800
Reciprocated Vertex Pair Ratio : 0.0138316656856975
Reciprocated Edge Ratio : 0.0272859216255443
Connected Components : 2082
Single-Vertex Connected Components : 1320
Maximum Vertices in a Connected Component : 1700
Maximum Edges in a Connected Component : 1730
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.879768
Graph Density : 0.000118250756547402
Modularity : 0.716504
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 5,398 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 Sunday, 15 March 2020 at 15:44 UTC.

The requested start date was Sunday, 15 March 2020 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 2-day, 22-hour, 8-minute period from Thursday, 12 March 2020 at 01:51 UTC to Sunday, 15 March 2020 at 00:00 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 : Kombucha
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:
[8] https://ashi-yasetai.com/2019/10/31/kombucha/
[7] http://kombucha-store.com
[7] http://pt.afl.rakuten.co.jp/c/19dd95e3.c7ed3b61.t=ssml11000001/_RTssml11000001?url=https%3A%2F%2Fitem.rakuten.co.jp%2Fseedcoms%2F1000581112-1%3Fscid%3Dwe_twt_upc60&surlid=185&surldt=20200116055002
[5] https://kinkatsudrink.sapuri-house.com
[5] http://pt.afl.rakuten.co.jp/c/1a2a61bc.7904079a.t=ssml11000001/_RTssml11000001?url=https%3A%2F%2Fitem.rakuten.co.jp%2Fce-parfait%2Fes-kbc-imn%3Fscid%3Dwe_twt_upc60&surlid=185&surldt=20200116063952
[4] https://www.thekitchn.com/how-to-make-your-own-kombucha-scoby-cooking-lessons-from-the-kitchn-202596
[4] https://en.wikipedia.org/wiki/Kombucha
[4] https://yui-maru.info/kombucha/
[4] https://wurst.lu/panicked-naturata-customers-strip-shelves-of-organic-kombucha/
[3] https://www.pymnts.com/coronavirus/2020/quarantine-consumer-retail-purchases/

Top URLs in Tweet in G1:
[8] https://ashi-yasetai.com/2019/10/31/kombucha/
[7] http://kombucha-store.com
[5] https://kinkatsudrink.sapuri-house.com
[4] https://yui-maru.info/kombucha/
[3] https://yoimonoyoimono.blog.so-net.ne.jp/2019-08-30-1
[3] https://www.kotoura-furusato.jp/kombucha/
[3] http://pt.afl.rakuten.co.jp/c/16700926.788102ba.t=ssml10000053/_RTssml10000053?url=https%3A%2F%2Fitem.rakuten.co.jp%2Fce-parfait%2Fes-kbc-imn%2F%3Fscid%3Dwe_twt_upc181&surlid=329&surldt=20200115071446
[3] https://www.pymnts.com/coronavirus/2020/quarantine-consumer-retail-purchases/
[2] https://newagebev.com/4847424/en-us
[2] https://hb.afl.rakuten.co.jp/hgc/18bd9c12.72a78993.18bd9c13.c8a3cdfb/_RTshort10000000?pc=https%3A%2F%2Fitem.rakuten.co.jp%2Fseedcoms%2F1000581112-1%2F&mb=http%3A%2F%2Fm.rakuten.co.jp%2Fseedcoms%2Fi%2F10007199%2F&link_type=short&ut=eyJwYWdlIjoiaXRlbSIsInR5cGUiOiJzaG9ydCJ9&scid=su_12828&surlid=12828&surldt=20200115154656

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1238938376431996928

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1238106209787486210
[1] https://twitter.com/i/web/status/1175487761782124544
[1] https://twitter.com/i/web/status/1238571260793122816

Top URLs in Tweet in G4:
[3] https://www.instagram.com/dianegrace1956
[2] https://www.elle.com/uk/beauty/skin/a20059869/kombucha-benefits-skincare/
[2] https://www.localiiz.com/post/food-drink-best-kombucha-hong-kong
[1] https://twitter.com/i/web/status/1238657420299096064
[1] https://twitter.com/i/web/status/1238657137485574144
[1] https://twitter.com/i/web/status/1238970142400356352
[1] https://twitter.com/i/web/status/1238793375165362179
[1] https://www.twitch.tv/fahloin
[1] https://twitter.com/i/web/status/1238929212330979330
[1] https://twitter.com/i/web/status/1238094962476175362

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1238549299287506950

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1238131318497497089

Top URLs in Tweet in G7:
[1] https://twitter.com/pocketsua/status/1181562218120392704?s=21

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[151] kombucha
[22] ダイエット
[16] rakutenichiba
[11] vegan
[11] ビークレンズ
[9] コンブチャ
[9] コンブチャ生サプリ
[9] サプリメント
[8] coronavirus
[8] covidー19



Top Hashtags in Tweet in G1:
[45] kombucha
[9] コンブチャ
[7] コンブチャ生サプリ
[6] coronavirus
[4] 酵素
[3] covid_19
[3] coronapocalypse
[3] クレンズ
[3] cleanse
[3] early

Top Hashtags in Tweet in G4:
[77] kombucha
[6] kefir
[5] probiotics
[5] healthy
[5] delivery
[4] vegan
[4] organic
[4] yummy
[4] healthygut
[4] shopping

Top Words
Top Words in Tweet in Entire Graph:
[1439] Words in Sentiment List#1: Positive
[2335] Words in Sentiment List#2: Negative
[33] Words in Sentiment List#3: Angry/Violent
[89332] Non-categorized Words
[93107] Total Words
[4399] kombucha
[1180] fucking
[1170] vegan
[1168] milk
[1165] gone

Top Words in Tweet in G1:
[1229] kombucha
[106] drink
[74] drinking
[56] one
[49] girl
[45] people
[45] #kombucha
[42] good
[41] need
[38] ginger

Top Words in Tweet in G2:
[1141] kombucha
[1139] tyrathetaurus
[1139] vegan
[1138] fucking
[1138] stables
[1138] gone
[1138] rice
[1138] beans
[1138] bread
[1138] chips

Top Words in Tweet in G3:
[565] kombucha
[553] leariellesimone
[526] ginger
[524] turmeric
[523] garlic
[522] quality
[522] sleep
[522] water
[522] cinnamon
[522] probiotics

Top Words in Tweet in G4:
[77] #kombucha
[47] kombucha
[16] probiotics
[14] health
[13] good
[11] time
[11] healthy
[9] drink
[8] gtskombucha
[8] boost

Top Words in Tweet in G5:
[60] jsellenberg
[60] trader
[60] joe
[60] charges
[60] 99
[60] cents
[60] mac
[60] cheese
[60] 50
[60] store

Top Words in Tweet in G6:
[59] wall
[59] st
[59] analysts
[59] utilities
[59] grow
[59] shareholder
[59] profits
[59] accelerate
[59] coal
[58] davidpomerantz

Top Words in Tweet in G7:
[55] siyeon
[55] kombucha
[55] girl
[52] pocketsua
[8] meme

Top Words in Tweet in G8:
[46] kombucha
[45] legendaryenergy
[45] drink
[45] one
[45] morning

Top Words in Tweet in G9:
[44] line
[44] fighting
[44] over
[44] last
[44] kombucha
[44] cultivating
[44] land
[43] mr_eatgood

Top Words in Tweet in G10:
[30] art
[29] school
[29] kids
[29] talking
[29] sksksk
[29] praxis
[29] spirituality
[29] pisces
[29] queer
[29] theory

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1151] oat,milk
[1146] milk,kombucha
[1145] kombucha,peanut
[1144] fucking,vegan
[1144] vegan,stables
[1144] stables,gone
[1144] gone,rice
[1144] rice,beans
[1144] beans,bread
[1144] bread,chips

Top Word Pairs in Tweet in G1:
[51] drink,kombucha
[43] drinking,kombucha
[36] kombucha,girl
[24] toilet,paper
[21] whole,foods
[19] ginger,kombucha
[16] gt,gt
[16] grocery,store
[15] lemon,lime
[14] bottle,kombucha

Top Word Pairs in Tweet in G2:
[1138] fucking,vegan
[1138] vegan,stables
[1138] stables,gone
[1138] gone,rice
[1138] rice,beans
[1138] beans,bread
[1138] bread,chips
[1138] chips,oat
[1138] oat,milk
[1138] milk,kombucha

Top Word Pairs in Tweet in G3:
[522] quality,sleep
[522] sleep,water
[522] water,ginger
[522] ginger,turmeric
[522] turmeric,garlic
[522] garlic,cinnamon
[522] cinnamon,kombucha
[522] kombucha,probiotics
[522] probiotics,makes
[522] makes,feel

Top Word Pairs in Tweet in G4:
[7] living,probiotics
[5] probiotics,#kombucha
[4] time,prioritize
[4] prioritize,health
[4] health,living
[4] probiotics,gut
[4] gut,health
[4] health,immune
[4] immune,boost
[4] boost,head

Top Word Pairs in Tweet in G5:
[60] trader,joe
[60] joe,charges
[60] charges,99
[60] 99,cents
[60] cents,mac
[60] mac,cheese
[60] cheese,50
[60] 50,store
[60] store,re
[60] re,giving

Top Word Pairs in Tweet in G6:
[59] wall,st
[59] st,analysts
[59] analysts,utilities
[59] utilities,grow
[59] grow,shareholder
[59] shareholder,profits
[59] profits,accelerate
[59] accelerate,coal
[58] davidpomerantz,wall
[58] coal,clo

Top Word Pairs in Tweet in G7:
[55] siyeon,kombucha
[55] kombucha,girl
[52] pocketsua,siyeon
[8] girl,meme

Top Word Pairs in Tweet in G8:
[45] drink,one
[45] one,kombucha
[45] kombucha,morning
[44] legendaryenergy,drink

Top Word Pairs in Tweet in G9:
[44] line,fighting
[44] fighting,over
[44] over,last
[44] last,kombucha
[44] kombucha,cultivating
[44] cultivating,land
[43] mr_eatgood,line

Top Word Pairs in Tweet in G10:
[29] art,school
[29] school,kids
[29] kids,talking
[29] talking,sksksk
[29] sksksk,praxis
[29] praxis,spirituality
[29] spirituality,pisces
[29] pisces,queer
[29] queer,theory
[29] theory,bernie

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@tyrathetaurus
@leariellesimone
@jsellenberg
@davidpomerantz
@pocketsua
@legendaryenergy
@mr_eatgood
@fraxiommusic
@duragcody
@chrisbrennan7

Top Mentioned in G1:
@fredspinheiro

Top Mentioned in G2:
@tyrathetaurus

Top Mentioned in G3:
@leariellesimone
@tyrathetaurus
@theamazinraven

Top Mentioned in G4:
@gtskombucha
@tonicakombucha
@wholefoods
@mrcasedelivery
@livingfoodz
@unionbrewing
@sonnylebythebay
@fahloin
@avamemel
@plantpowerff

Top Mentioned in G5:
@jsellenberg
@mrkitmath

Top Mentioned in G6:
@davidpomerantz

Top Mentioned in G7:
@pocketsua

Top Mentioned in G8:
@legendaryenergy

Top Mentioned in G9:
@mr_eatgood

Top Mentioned in G10:
@fraxiommusic

Top Tweeters
Top Tweeters in Entire Graph:
@pandoraskids
@wikdplaylist
@watermelondriia
@tsm560
@kat_lynd
@eviljeanyis
@tadrow
@rougedevin
@reuters
@bigshitxtalker

Top Tweeters in G1:
@pandoraskids
@wikdplaylist
@eviljeanyis
@angelfuji88812
@eddieiscaligula
@rodstonegroup
@cronicaglobal
@tahj__ivycarter
@shioneko
@islandvivi

Top Tweeters in G2:
@littlemoonhiden
@ahfinebreeze
@avildsen
@cadetcassjr
@shs_2015_1997
@keyana_hodges
@notbrhymes
@klaus987
@queenkimmie666
@veroniqueperrot

Top Tweeters in G3:
@watermelondriia
@ohhthatszee
@oohcrissy
@khaelahg_
@skinglo_afro
@slvmslvm
@itsmscoco
@motherofmoons
@ddavinadreamy
@lisforlaice

Top Tweeters in G4:
@wholefoods
@rkymtnnaturals
@verochicky
@nutrageus
@flouronmyface2
@sonnylebythebay
@patchyboy
@vandanasehgal3
@realbread
@amazon

Top Tweeters in G5:
@sircoach
@itsthebrandi
@kukkurovaca
@detroit_rachel
@kmfdt
@leslielkb
@drrubidium
@tattoosandbones
@mrkitmath
@pookhahare

Top Tweeters in G6:
@ricardoharvin
@ndngenuity
@jaytay777
@davidcoleaia
@somewhereinatx
@chaplinscourage
@a_siegel
@pistachio
@theurbanace
@jessejenkins

Top Tweeters in G7:
@jiumingyeo
@minajihyo
@kimkardahyun
@pabobear
@ddiddirere
@idi0td0g
@cutaepjm
@rxxnx_
@siyeonseyes
@jenniesinb

Top Tweeters in G8:
@nvehecnycrrcom1
@balind8
@addictedtau
@jayayzle
@willclog18
@legendaryenergy
@kimcut007
@stanlee011
@pamreeb
@fktvis

Top Tweeters in G9:
@kanye
@seanieviola
@psychonautvince
@hollygojahni
@izzatesport
@boikanyobruh
@heavlycyborg
@topshelftyson
@young_stephen21
@alyincandyland

Top Tweeters in G10:
@dopaminebabee
@rainbowfloof
@ratkingqueen
@whataboutrosy
@fraxiommusic
@hallucigeniale
@blackhartwonder
@zealotsofstkhm
@bbexlee
@yazzie_dazzie


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