Kombucha, Twitter, 12/1/2019 9:11:43 PM, 217798


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Kombucha_2019-12-01_10-37-41.xlsx
Kombucha_2019-12-01_10-37-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 01, 2019
Short Description:
Kombucha via NodeXL http://bit.ly/2DCbMuN
@dangelno
@onision
@rob_sheridan
@rkymtnnaturals
@onionpatrol
@just_lorage
@okgroomer1
@mashed_macaroni
@sewergrandma
@kanishquotes

Top hashtags:
#kombucha
#ダイエット
#サプリメント
#fermentation
#kombucha生サプリメント
#rencontresecomel_2

Description:
Description
The graph represents a network of 5,319 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, 01 December 2019 at 18:38 UTC.

The requested start date was Sunday, 01 December 2019 at 01:01 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 3-day, 18-hour, 18-minute period from Wednesday, 27 November 2019 at 06:41 UTC to Sunday, 01 December 2019 at 00:59 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 : 5319
Unique Edges : 5030
Edges With Duplicates : 767
Total Edges : 5797
Number of Edge Types : 3
Tweet : 1951
Mentions : 2953
Replies to : 893
Self-Loops : 1951
Reciprocated Vertex Pair Ratio : 0.0183333333333333
Reciprocated Edge Ratio : 0.0360065466448445
Connected Components : 2069
Single-Vertex Connected Components : 1315
Maximum Vertices in a Connected Component : 1037
Maximum Edges in a Connected Component : 1379
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.375864
Graph Density : 0.000129602726281375
Modularity : 0.718198
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,319 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, 01 December 2019 at 18:38 UTC.

The requested start date was Sunday, 01 December 2019 at 01:01 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 3-day, 18-hour, 18-minute period from Wednesday, 27 November 2019 at 06:41 UTC to Sunday, 01 December 2019 at 00:59 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] http://kombucha-store.com
[7] http://ashi-yasetai.com/2019/10/31/kombucha/
[6] https://www.popsci.com/story/diy/homemade-kombucha-guide/
[6] https://mailchi.mp/leftfieldkombucha/yunnanblack_friday
[6] https://www.kotoura-furusato.jp/kombucha/
[6] https://ellecafe.jp/columns/kombucha/
[6] http://po.st/scms/OrMCe04Lcp0lOFmbYsNdtfNzxJ8aizKdgtkn818Lcp0/kombucha
[5] https://RawKombucha.in
[5] https://www.thetimes.co.uk/article/why-kombucha-may-not-be-as-healthy-as-you-think-m3rjddrkc
[5] https://kinkatsudrink.sapuri-house.com

Top URLs in Tweet in G1:
[8] http://kombucha-store.com
[7] http://ashi-yasetai.com/2019/10/31/kombucha/
[6] https://www.kotoura-furusato.jp/kombucha/
[5] https://kinkatsudrink.sapuri-house.com
[4] https://www.cbdediblecandy.com/cbd-news/how-brew-cannabis-kombucha
[4] https://yoimonoyoimono.blog.so-net.ne.jp/2019-08-30-1
[3] https://www.amazon.com/gp/product/B005TX7OSE/ref=as_li_ss_tl?&linkCode=sl1&tag=twitter-faydeon-20&linkId=1912f5548ba13632b18044875b38f73f
[3] https://www.thedailymeal.com/healthy-eating/too-much-kombucha?utm_medium=Social&utm_source=Unknown&utm_campaign=Leadify
[2] https://www.fooddive.com/news/flying-embers-hard-kombucha-raises-25m-setting-sights-on-disrupting-the-b/567866/
[2] https://www.tedekombucha.com/top-5-usos-del-vinagre-de-kombucha/

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1199714896193044482
[1] https://twitter.com/i/web/status/1199807640559177729

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1199743874232537088

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1200577385021747201
[1] https://twitter.com/i/web/status/1200402480498118656
[1] https://twitter.com/i/web/status/1200477751238508544
[1] https://twitter.com/i/web/status/1200573506565464066
[1] https://twitter.com/i/web/status/1200155821495074821
[1] https://twitter.com/i/web/status/1200630573670121472
[1] https://twitter.com/i/web/status/1200450099329024000
[1] https://www.youtube.com/watch?v=X-_WCD43C2s

[1] https://twitter.com/i/web/status/1199825616834416640
[1] https://twitter.com/i/web/status/1200320718770188288

Top URLs in Tweet in G5:
[6] https://mailchi.mp/leftfieldkombucha/yunnanblack_friday
[5] https://www.popsci.com/story/diy/homemade-kombucha-guide/
[5] https://RawKombucha.in
[4] https://www.thetimes.co.uk/article/why-kombucha-may-not-be-as-healthy-as-you-think-m3rjddrkc
[2] https://www.youtube.com/watch?v=aHDIq4b9vVQ

[2] https://www.apartmenttherapy.com/probiotic-cleaner-36662488
[2] https://www.grocerydive.com/news/report-natural-products-growth-outpaces-total-food-and-beverage/562353/
[2] https://www.thedrum.com/news/2019/11/27/remedy-kombucha-takes-subtle-digs-carbonated-beverages-with-fake-fizzy-drink-brand
[2] https://www.instagram.com/p/B5gZvJIg1iP/?igshid=11o56fjwtvdg6
[2] https://www.mixcloud.com/HoxtonRadio/uploading-dead-full-x-real-kombucha/

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1199808468611260416
[1] https://twitter.com/i/web/status/1199734758869258242

Top URLs in Tweet in G7:
[5] https://www.youtube.com/watch?v=iKExY9d2Qn8&feature=youtu.be

[1] https://twitter.com/i/web/status/1200285615625003008
[1] https://twitter.com/i/web/status/1200175869190426624
[1] https://vimeo.com/375812704
[1] https://twitter.com/i/web/status/1200577611975593984
[1] https://twitter.com/i/web/status/1200537011116883968
[1] https://twitter.com/i/web/status/1199650182805229568
[1] https://twitter.com/i/web/status/1200258024620920832
[1] https://twitter.com/i/web/status/1200167551789150211
[1] https://twitter.com/i/web/status/1199783854124544001

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1199507509821788160
[1] https://twitter.com/i/web/status/1199674091663441922
[1] https://twitter.com/i/web/status/1199581073048367104

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1200526357148495872
[1] https://twitter.com/i/web/status/1200062733116493824
[1] https://twitter.com/i/web/status/1199985496467787781
[1] https://twitter.com/i/web/status/1199889245021908993
[1] https://twitter.com/i/web/status/1199815677902614528
[1] https://twitter.com/i/web/status/1199507315969294337
[1] https://twitter.com/i/web/status/1199709637802676224
[1] https://twitter.com/i/web/status/1199583760057954304

Top Domains
Top Domains in Tweet in Entire Graph:
[768] twitter.com
[32] instagram.com
[19] youtube.com
[18] blogspot.com
[16] po.st
[10] ashi-yasetai.com
[9] co.uk
[9] google.com
[8] kombucha-store.com
[7] popsci.com

Top Domains in Tweet in G1:
[360] twitter.com
[20] instagram.com
[18] blogspot.com
[10] ashi-yasetai.com
[9] google.com
[8] kombucha-store.com
[7] cbdediblecandy.com
[6] tumblr.com
[6] kotoura-furusato.jp
[5] sapuri-house.com

Top Domains in Tweet in G2:
[2] twitter.com

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[36] twitter.com
[1] youtube.com

Top Domains in Tweet in G5:
[57] twitter.com
[6] co.uk
[6] mailchi.mp
[5] popsci.com
[5] rawkombucha.in
[4] thedrum.com
[3] youtube.com
[3] instagram.com
[2] forbes.com
[2] apartmenttherapy.com

Top Domains in Tweet in G6:
[2] twitter.com

Top Domains in Tweet in G7:
[12] twitter.com
[6] youtube.com
[1] vimeo.com

Top Domains in Tweet in G8:
[3] twitter.com

Top Domains in Tweet in G9:
[8] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[173] kombucha
[23] ダイエット
[22] サプリメント
[15] fermentation
[13] kombucha生サプリメント
[11] rencontresecomel_2
[9] コンブチャ生サプリ
[8] thanksgiving
[8] smallbusinesssaturday
[6] beer



Top Hashtags in Tweet in G1:
[56] kombucha
[6] コンブチャ生サプリ
[5] thanksgiving
[5] cbdbuds
[4] fermentation
[4] probiotic
[4] booch
[4] kombuchabrewing
[3] beer
[3] fermente

Top Hashtags in Tweet in G4:
[3] onisionisoverparty

Top Hashtags in Tweet in G5:
[89] kombucha
[11] fermentation
[5] kimchi
[5] brewing_your_own
[5] holiday
[3] gingerbeer
[3] soldout
[3] energy
[3] bärbuchakombucha
[3] boutiquekombucha

Top Hashtags in Tweet in G7:
[11] kombucha
[3] kaiiscrying
[1] onisionisoverparty
[1] onision
[1] vegan
[1] thanksgiving
[1] dinner
[1] wholefoods
[1] wife
[1] grateful

Top Words
Top Words in Tweet in Entire Graph:
[3802] Words in Sentiment List#1: Positive
[2194] Words in Sentiment List#2: Negative
[21] Words in Sentiment List#3: Angry/Violent
[80122] Non-categorized Words
[86118] Total Words
[3238] kombucha
[1258] onision
[933] crying
[814] happy
[799] water

Top Words in Tweet in G1:
[1353] kombucha
[79] drink
[74] girl
[57] covered
[57] drinking
[55] #kombucha
[51] more
[46] love
[42] one
[40] gt

Top Words in Tweet in G2:
[758] rob_sheridan
[752] radical
[752] liberals
[751] accidentally
[751] happy
[751] thanksgiving
[751] public
[751] immediately
[751] seized
[751] gang

Top Words in Tweet in G3:
[899] onision
[898] crying
[450] dangelno
[450] patreon
[449] deleted
[449] favorite
[449] song
[449] stream
[449] clear
[449] skin

Top Words in Tweet in G4:
[181] onision
[178] kombucha
[44] covered
[31] gonna
[26] huh
[24] happy
[23] noww
[23] gyah
[23] derrrhhhhhhhhhh
[23] rrhhhhhhhhh

Top Words in Tweet in G5:
[99] kombucha
[89] #kombucha
[17] black
[15] make
[15] friday
[14] today
[14] drink
[12] good
[11] gtskombucha
[11] #fermentation

Top Words in Tweet in G6:
[98] kombucha
[79] onionpatrol
[69] bottle
[67] see
[65] onision's
[64] pov
[64] last
[64] thing
[16] onision
[8] watch

Top Words in Tweet in G7:
[44] kombucha
[16] mikenactor
[12] onision
[12] patreon
[11] #kombucha
[11] video
[10] onion
[9] bigmoneyonision
[9] spiltteatweets
[9] called

Top Words in Tweet in G8:
[48] onision
[47] kombucha
[45] patreon
[42] sewergrandma
[42] see
[42] shirtless
[42] covered
[42] try
[42] ease
[42] pain

Top Words in Tweet in G9:
[31] kombucha
[10] onionunprivated
[10] ddsulzbach
[8] onision
[6] crying
[6] alcohol
[5] himself
[3] going
[3] screaming
[3] pouring

Top Words in Tweet in G10:
[38] kombucha
[34] ginnbassel
[28] kitty
[28] sleeping
[28] same
[28] blanket
[28] used
[28] sleep
[28] baby
[3] nour_alhares

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[922] onision,crying
[760] happy,thanksgiving
[754] accidentally,happy
[754] thanksgiving,public
[754] public,immediately
[754] immediately,seized
[754] seized,gang
[754] radical,liberals
[753] gang,radical
[751] rob_sheridan,accidentally

Top Word Pairs in Tweet in G1:
[64] kombucha,girl
[54] covered,kombucha
[38] drinking,kombucha
[29] drink,kombucha
[27] kombucha,more
[26] love,kombucha
[18] kombucha,love
[18] lemon,lime
[18] mint,kombucha
[17] gt,gt

Top Word Pairs in Tweet in G2:
[752] radical,liberals
[751] accidentally,happy
[751] happy,thanksgiving
[751] thanksgiving,public
[751] public,immediately
[751] immediately,seized
[751] seized,gang
[751] gang,radical
[750] rob_sheridan,accidentally
[750] liberals,water

Top Word Pairs in Tweet in G3:
[898] onision,crying
[449] crying,patreon
[449] patreon,deleted
[449] deleted,favorite
[449] favorite,song
[449] song,stream
[449] stream,onision
[449] crying,clear
[449] clear,skin
[448] dangelno,onision

Top Word Pairs in Tweet in G4:
[43] covered,kombucha
[33] onision,kombucha
[23] happy,noww
[23] noww,gyah
[23] gyah,derrrhhhhhhhhhh
[23] derrrhhhhhhhhhh,rrhhhhhhhhh
[23] rrhhhhhhhhh,huh
[20] onision,happy
[19] onision,covered
[16] drinks,pee

Top Word Pairs in Tweet in G5:
[15] black,friday
[6] kind,black
[6] friday,yunnan
[6] yunnan,black
[6] friday,last
[6] last,year
[6] year,donating
[5] leftfieldbuch,kind
[5] donating,blisschari
[5] #brewing_your_own,#kombucha

Top Word Pairs in Tweet in G6:
[68] kombucha,bottle
[65] onision's,kombucha
[64] pov,onision's
[64] bottle,last
[64] last,thing
[64] thing,see
[63] onionpatrol,pov
[7] imagine,dreaming
[7] dreaming,working
[7] working,fbi

Top Word Pairs in Tweet in G7:
[9] kombucha,meltdown
[8] heard,onision
[8] onision,banned
[8] banned,patreon
[8] patreon,made
[8] made,video
[8] video,called
[8] called,great
[8] great,onion
[8] onion,kombucha

Top Word Pairs in Tweet in G8:
[42] see,onision
[42] onision,shirtless
[42] shirtless,covered
[42] covered,kombucha
[42] kombucha,try
[42] try,ease
[42] ease,pain
[42] pain,losing
[42] losing,patreon
[42] patreon,watch

Top Word Pairs in Tweet in G9:
[6] onision,crying
[3] pouring,kombucha
[3] dangelno,onision
[3] crying,patreon
[3] patreon,deleted
[3] deleted,favorite
[3] favorite,song
[3] song,stream
[3] stream,onision
[3] crying,clear

Top Word Pairs in Tweet in G10:
[28] kitty,kombucha
[28] kombucha,sleeping
[28] sleeping,same
[28] same,blanket
[28] blanket,used
[28] used,sleep
[28] sleep,baby
[27] ginnbassel,kitty
[2] caffeinehanine,nour_alhares
[2] nour_alhares,ginnbassel

Top Replied-To
Top Replied-To in Entire Graph:
@onision
@mikenactor
@countdankulatv
@leosleepy
@ddsulzbach
@onionpatrol
@rob_sheridan
@andkais
@tracy9672
@ginnbassel

Top Replied-To in G2:
@rob_sheridan
@dougieshroom
@cadyatesquisite

Top Replied-To in G3:
@dangelno
@himedereangel

Top Replied-To in G4:
@onision
@andkais
@zamolattel
@misterantibully
@jerseybitxh
@kollietall
@nineatoms
@lporiginalg
@thorfin
@styx666official

Top Replied-To in G5:
@gtskombucha
@cardiffcouncil
@clevelandclinic
@thehappypear
@addictionexpert
@ghvstin
@maddimiller01
@s00t95
@jayversace
@kathphipps

Top Replied-To in G6:
@onionpatrol
@sorryimalex
@onision
@queenmagdarl
@zeppeliis
@antihero_21

Top Replied-To in G7:
@mikenactor
@realyungcripp
@solganiumz
@chrishansen
@bigmoneyonision
@fredintheknud
@spiltteatweets
@thatguywhotips
@zillarage
@musicbyshakti

Top Replied-To in G8:
@readytoglareyt
@horrificfix
@sewergrandma
@luxymoo
@kody_lmt

Top Replied-To in G9:
@ddsulzbach
@onionunprivated
@onision
@feverwhore
@swolfethorne
@onion_critic
@mikenactor
@distortedvideos
@ravenred13
@aldlii

Top Replied-To in G10:
@ginnbassel
@caffeinehanine
@nour_alhares

Top Mentioned
Top Mentioned in Entire Graph:
@rob_sheridan
@dangelno
@onision
@onionpatrol
@sewergrandma
@ginnbassel
@bikiniatolband
@urbestenemy
@brittany_broski
@sayers33

Top Mentioned in G1:
@ps_raffles
@nngstories
@wanaskak
@quefaspringat
@violademyan
@porn_horse
@the_film_girl
@langfordspatis2
@loveleafco

Top Mentioned in G2:
@rob_sheridan
@redgoldrush
@dianesatx

Top Mentioned in G3:
@dangelno

Top Mentioned in G4:
@onision
@kenningflugslys
@boschassbitch93
@fpsdiesel
@cesarperrin
@patreon
@kombuchacovered
@hannaheliz85
@onionpatrol
@sxkrsnn

Top Mentioned in G5:
@tonicakombucha
@leftfieldbuch
@gtskombucha
@equinoxkombucha
@drinkhealthade
@no1livingdrinks
@vincentmenezes
@cardiffcouncil
@kevitadrinks

Top Mentioned in G6:
@onionpatrol
@onision
@dangelno
@yokai885
@sewergrandma
@boschassbitch93
@xdevidax
@queenmagdarl
@dissolvedgal
@kingwitchcoven

Top Mentioned in G7:
@bigmoneyonision
@spiltteatweets
@mikenactor
@onision
@wholefoods
@zillarage
@liverpoollatin0
@sproutsfm
@patreon
@pewdiepie

Top Mentioned in G8:
@sewergrandma
@dangelno
@cheddargoblino
@readytoglareyt
@hahan0bye
@luxymoo

Top Mentioned in G9:
@onionunprivated
@teamyoutube
@dangelno
@ddsulzbach
@distortedvideos
@_toppatdgrant_
@st0rmkalvin
@tezzmosis

Top Mentioned in G10:
@ginnbassel
@nour_alhares
@damnaw
@caffeinehanine

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@danielpilotte
@cbdediblecandy
@kat4obama
@wgmunowplaying
@thedetour
@ecointernetdrgb
@britpoptarts
@lechatnoire4
@akuma_river

Top Tweeters in G1:
@cbdediblecandy
@wgmunowplaying
@thedetour
@ecointernetdrgb
@zedobriens
@todders14
@whatsonolio
@booktweeter
@ottawacitizen
@595moore

Top Tweeters in G2:
@kat4obama
@britpoptarts
@lechatnoire4
@akuma_river
@newyorker2212
@ronsupportsyou
@jonathanjewel
@squirrely007
@jadasgotapun
@dianesatx

Top Tweeters in G3:
@uhhgoodeuphoria
@gukshands
@vkovva
@susumepirates
@idcdobrik
@softielarson
@theeveningowl
@spectrum_scully
@spadergwen
@0uttas1te

Top Tweeters in G4:
@angryblacklady
@elurielftpizza
@brandonorselli
@alyssa_milano
@gladinfinitum
@kisu_odd
@onision
@shanedawson
@styx666official
@reeveoson

Top Tweeters in G5:
@nicochan33
@forbes
@thedrum
@dazerac
@rkymtnnaturals
@vincentmenezes
@davidmartinezmu
@cardiffcouncil
@notrealdemocrat
@hoxtonradio

Top Tweeters in G6:
@mishakeet
@maririn_lie
@130moodttrbl
@honeyyoungjaes
@sorryimalex
@yadeyliclarisa
@under_queen
@iwcizumi
@zeppeliis
@orthodoxpath2

Top Tweeters in G7:
@wholefoods
@gfuelenergy
@realyungcripp
@sierraplz
@alittlemarble
@gammalabs
@jackthecapn
@gfuelesports
@ismellbeisbol
@kingbearsays

Top Tweeters in G8:
@lilbabyjupiter
@deviant_dancer
@cattheinvisibl1
@readytoglareyt
@aussternennebel
@impisch
@aliz3003
@fuckyskeletons
@ofspill
@cheyennekateri

Top Tweeters in G9:
@teamyoutube
@just_lorage
@ravenred13
@nethanielson
@laphierx
@hobosantacruz
@st0rmkalvin
@watitdobabyboo1
@ddsulzbach
@myguiltymind

Top Tweeters in G10:
@caffeinehanine
@ohmyhades_
@zoldickss
@booksandburgers
@sadsarahhh
@evi_cy
@notedthankyou
@damnaw
@skyfullofcal
@itsmelhoney