keto, Twitter, 5/25/2020 2:08:49 AM, 228196


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keto_2020-05-24_18-29-42.xlsx
keto_2020-05-24_18-29-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 25, 2020
Short Description:
keto via NodeXL https://bit.ly/2zrnslx
@daveedanna
@goodbeanaltalt
@kendberrymd
@drandyphung
@katrinahiker
@knesix
@drconopoima
@doctortro
@tuitnutrition
@lorishemek

Top hashtags:
#keto
#lowcarb
#ketodiet
#ketogenic
#ketorecipes
#lchf
#ketolife
#weightloss

Description:
Description
The graph represents a network of 4,733 Twitter users whose tweets in the requested range contained "keto", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 May 2020 at 01:30 UTC.

The requested start date was Monday, 25 May 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 1-day, 10-hour, 53-minute period from Friday, 22 May 2020 at 19:53 UTC to Sunday, 24 May 2020 at 06:47 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 : 4733
Unique Edges : 3433
Edges With Duplicates : 4029
Total Edges : 7462
Number of Edge Types : 5
Tweet : 2099
Replies to : 2056
Retweet : 1044
MentionsInRetweet : 1167
Mentions : 1096
Self-Loops : 2136
Reciprocated Vertex Pair Ratio : 0.0737148399612027
Reciprocated Edge Ratio : 0.137308039747064
Connected Components : 2011
Single-Vertex Connected Components : 1053
Maximum Vertices in a Connected Component : 485
Maximum Edges in a Connected Component : 1041
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.46084
Graph Density : 0.000148281726886937
Modularity : 0.509178
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 4,733 Twitter users whose tweets in the requested range contained "keto", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 May 2020 at 01:30 UTC.

The requested start date was Monday, 25 May 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 1-day, 10-hour, 53-minute period from Friday, 22 May 2020 at 19:53 UTC to Sunday, 24 May 2020 at 06:47 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 : keto
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:
[16] https://regularorketodiet.wixsite.com/video
[10] https://recipeeketo.blogspot.com/2020/04/28-day-keto-challenge-review-2020-read.html
[10] https://e2de42uab4umipiwmz2baqfn98.hop.clickbank.net/
[10] https://www.youtube.com/watch?v=9RlYd6F8qps

[9] https://www.slashgear.com/keto-study-finds-dramatic-gut-bacteria-changes-that-cool-inflammation-20621399/
[8] https://highonlifesuperfoods.com/pages/fully-baked
[6] http://www.EarthWizard.com
[6] http://www.earthwizard.com/com_diet_success.php
[6] http://chrissydre.1keto.hop.clickbank.net/?pid=sku1
[5] https://www.shape.com/celebrities/celebrity-workouts/halle-berry-diet-workout-tips?utm_source=twitter.com&utm_medium=social&utm_campaign=social-share-article

Top URLs in Tweet in G1:
[10] https://e2de42uab4umipiwmz2baqfn98.hop.clickbank.net/
[10] https://recipeeketo.blogspot.com/2020/04/28-day-keto-challenge-review-2020-read.html
[6] http://www.EarthWizard.com
[6] http://www.earthwizard.com/com_diet_success.php
[4] https://infoapp.com/index?sId=9B42FAEB2E2B78703D12EA42F66808A8&itemId=E17193E453736F14AE71F1928F224CFE&source=tw
[3] https://truehealthreport.com/the-keto-diet-how-it-works-and-what-its-all-about-is-this-a-healthy-diet/
[3] https://streamlabs.com/alphainnj1/p/home/
[3] https://www.fitasport.nl/conversie/missnatural/cursus-natuurlijk-suikervrij.php
[3] https://infoapp.com/index?sId=B796A6D173685D7A3D5072207709A2D8&itemId=C0827759B38607B35005ACFF8A38E03F&source=tw
[2] http://ediet.ws/sanar-naturals-thermogenic-fat-burner-weight-loss-formula-diet-pills-keto-detox/

Top URLs in Tweet in G2:
[3] https://youtu.be/ngCMp_RwjB0
[2] https://twitter.com/50Fitty/status/1084881284785004544
[2] https://twitter.com/LowCarbAction/status/1263857193331363842
[2] https://www.dietdoctor.com/recipes/keto-pizza/comment-page-2
[2] https://newatlas.com/low-carb-ketogenic-diet-lifespan-memory-study/51215/
[2] https://youtu.be/0TYJeOgaJwo
[2] https://youtu.be/zE4Br7rQQEE
[2] https://youtu.be/TKI2B6ucsiE
[2] https://youtu.be/msLehuhUDF0
[2] https://twitter.com/KetoDocCLT/status/1207253946848428034

Top URLs in Tweet in G3:
[1] https://twitter.com/ladyjevent/status/1264157993177960448
[1] https://twitter.com/rushfoodsng/status/1264157030731964416
[1] https://www.youtube.com/watch?v=xrUodw3MvkY&feature=youtu.be

[1] https://twitter.com/rushfoodsng/status/1264159122435555330

Top URLs in Tweet in G4:
[4] https://thehill.com/opinion/healthcare/419020-government-dietary-guidelines-are-plain-wrong-avoid-carbs-not-fat
[1] https://bit.ly/2SJYDaK
[1] https://newatlas.com/fasting-increase-lifespan-mitochondria-harvard/52058/
[1] https://www.businessinsider.com/experts-eat-more-fat-2014-10
[1] http://weightlifting.It
[1] https://www.instagram.com/accounts/login/?next=/p/CAgTxd6F4JW/%3Figshid%3D3lqdo4912w9h
[1] https://www.youtube.com/watch?v=5LbZ2d3FlEE

[1] https://twitter.com/Lone_Star_Keto/status/1263910671827251203

Top URLs in Tweet in G7:
[1] https://twitter.com/welcomet0nature/status/1264393683962671107
[1] https://youtu.be/YlLukTu3l-s
[1] https://shop.madetothrill.com/products/made-to-thrill-x-no-limits-aquarius-poster

Top URLs in Tweet in G8:
[1] https://twitter.com/apalmariello/status/1264295412237848577

Top URLs in Tweet in G9:
[1] https://twitter.com/omar_jabri/status/1264383261935046658
[1] https://twitter.com/keto_dr/status/1264261525956636673

Top Domains
Top Domains in Tweet in Entire Graph:
[179] instagram.com
[122] twitter.com
[86] youtube.com
[49] clickbank.net
[24] blogspot.com
[21] pinterest.com
[21] wixsite.com
[19] ketodietapp.com
[18] ketoveganjuicer.com
[18] tubebular.com

Top Domains in Tweet in G1:
[130] instagram.com
[63] twitter.com
[28] clickbank.net
[21] youtube.com
[18] tubebular.com
[18] ketoveganjuicer.com
[15] laketopedia.net
[13] blogspot.com
[12] vitalizedfuture.com
[12] earthwizard.com

Top Domains in Tweet in G2:
[12] youtu.be
[8] twitter.com
[3] nih.gov
[2] dietdoctor.com
[2] instagram.com
[2] newatlas.com
[1] bmj.com
[1] patreon.com
[1] apple.com
[1] cell.com

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

Top Domains in Tweet in G4:
[4] thehill.com
[1] bit.ly
[1] newatlas.com
[1] businessinsider.com
[1] weightlifting.it
[1] instagram.com
[1] youtube.com
[1] twitter.com

Top Domains in Tweet in G7:
[1] twitter.com
[1] youtu.be
[1] madetothrill.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[654] keto
[158] lowcarb
[150] ketodiet
[79] ketogenic
[74] ketorecipes
[65] lchf
[57] ketolife
[49] weightloss
[46] ketogenicdiet
[43] healthy



Top Hashtags in Tweet in G1:
[291] keto
[68] ketodiet
[51] lowcarb
[34] ketogenic
[27] ketorecipes
[27] weightloss
[25] lchf
[23] ketolifestyle
[22] paleo
[22] healthy

Top Hashtags in Tweet in G2:
[43] keto
[6] lchf
[5] lowcarb
[5] lowcarbto1million
[3] vitamind
[3] lchpmf
[3] carnivore
[2] diet
[2] weightloss
[2] jimmythemower

Top Hashtags in Tweet in G3:
[2] keto
[1] rainonme
[1] rushfoodsng
[1] fat

Top Hashtags in Tweet in G4:
[8] keto
[7] lowcarb
[7] hflc
[4] diabetes
[2] if
[2] fasting
[1] cleanketo
[1] myroadtohealthyliving
[1] letsdothis
[1] ketogenicdiet

Top Hashtags in Tweet in G6:
[1] 通知荒らしの本気がみたい

Top Hashtags in Tweet in G7:
[2] roundup300
[2] westcoastracerswednesday
[1] whatsintheshed
[1] mystictimbers

Top Hashtags in Tweet in G8:
[1] salud

Top Hashtags in Tweet in G9:
[6] عيد_الفطر
[5] رمضان
[5] كيتو
[5] كيتو_دايت
[4] تركي_آل_الشيخ
[2] كيتو_د_عمار
[2] الكيتو
[2] عاجل
[2] خادم_الحرمين_الشريفين
[1] عيد_سعيد

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[1141] keto
[290] #keto
[269] diet
[113] weight
[83] day
[69] carb
[68] #ketodiet
[67] low
[64] good
[62] more

Top Words in Tweet in G2:
[122] keto
[43] #keto
[29] carb
[27] diet
[25] fat
[25] low
[20] one
[18] eat
[18] kevinnbass
[16] diets

Top Words in Tweet in G3:
[97] keto
[77] goodbeanaltalt
[45] carbs
[45] cutting
[27] body
[24] go
[22] won
[22] realize
[22] key
[22] heart

Top Words in Tweet in G4:
[10] keto
[10] wrong
[10] fat
[8] #keto
[8] lone_star_keto
[7] free
[7] #lowcarb
[7] #hflc
[7] zoeharcombe
[7] muscle

Top Words in Tweet in G5:
[57] keto
[54] puremichgirl
[47] know
[47] body
[47] trying
[47] switch
[47] over
[47] forearms
[47] tired
[47] cutting

Top Words in Tweet in G6:
[92] yoshino_keto
[28] おはよ
[6] おは
[5] 参りました
[3] お
[3] asusakuminakaki
[3] fswpz0opk5sgncx
[3] vash_monhun_iku
[3] ikutarian__nogi
[3] keto_sabu

Top Words in Tweet in G7:
[30] keto_orcaraptor
[8] ashthewolf___
[7] good
[7] people
[6] 10
[5] peta
[5] happy
[5] twitter
[5] art
[4] today

Top Words in Tweet in G8:
[39] keto
[38] knesix
[23] ayuno
[23] intermitente
[18] funciona
[17] 16
[17] buena
[17] opción
[17] carnes
[17] rojas

Top Words in Tweet in G9:
[65] keto_dr
[43] من
[33] الله
[27] في
[19] الكيتو
[17] على
[16] كيلو
[13] بخير
[13] وانت
[12] عام

Top Words in Tweet in G10:
[43] ketosperdieta1
[42] keto
[34] pollo
[24] sugerencias
[24] pechuga
[21] comidas
[20] estas
[20] ideas
[20] perfectas
[20] cuál

Top Word Pairs
Top Word Pairs in Tweet in G2:
[178] low,carb
[49] keto,diet
[46] kevinnbass,biolayne
[35] keto,paleo
[33] fad,diets
[23] carb,keto
[22] weight,loss
[22] thrival1,kevinnbass
[21] follow,keto
[19] late,night

Top Word Pairs in Tweet in G3:
[23] go,keto
[12] keto,cutting
[11] cutting,carbs
[10] carbs,won
[10] won,realize
[9] realize,key
[9] key,heart
[9] heart,cutting
[7] cutting,lies
[6] goodbeanaltalt,go

Top Word Pairs in Tweet in G4:
[22] #keto,#lowcarb
[22] #lowcarb,#hflc
[22] thetodayshow,expert
[22] expert,wrong
[22] wrong,claim
[22] claim,participants
[22] participants,lost
[22] lost,weight
[22] weight,muscle
[21] muscle,stores

Top Word Pairs in Tweet in G5:
[6] know,body
[6] body,trying
[5] trying,switch
[5] switch,over
[5] over,keto
[5] keto,forearms
[5] forearms,tired
[5] tired,cutting
[5] cutting,steak
[5] puremichgirl,know

Top Word Pairs in Tweet in G6:
[47] yoshino_keto,けーとおはよ
[47] fswpz0opk5sgncx,おはよ
[47] nogi09775844,おはよ
[47] yoshino_keto,けとおはよう
[47] yoshino_keto,い
[47] yoshino_keto,う
[47] yoshino_keto,え
[47] yoshino_keto,か
[47] yoshino_keto,く
[46] yoshino_keto,は

Top Word Pairs in Tweet in G7:
[3] birb,twitter
[2] keto_orcaraptor,shadow_gremlin
[2] axelhuskypup,keto_orcaraptor
[2] sistersnek,kjaridragon
[2] shadow_gremlin,sistersnek
[2] next,#roundup300
[2] #roundup300,attraction
[2] attraction,poster
[2] poster,series
[2] series,happy

Top Word Pairs in Tweet in G8:
[4] ayuno,intermitente
[4] intermitente,16
[3] 16,buena
[3] buena,opción
[3] opción,keto
[2] keto,carnes
[2] carnes,rojas
[2] rojas,grasas
[2] grasas,saturadas
[2] saturadas,forma

Top Word Pairs in Tweet in G9:
[23] عام,وانت
[17] وانت,بخير
[17] باذن,الله
[17] وكل,عام
[17] alivip351,keto_dr
[17] #كيتو,#كيتو_دايت
[17] الله,يسلمك
[17] منا,ومنكم
[17] كل,عام
[17] الحمد,لله

Top Word Pairs in Tweet in G10:
[10] pechuga,pollo
[10] estas,sugerencias
[9] keto,ideas
[8] ideas,perfectas
[6] cuál,gusta
[5] comidas,keto
[4] ketosperdieta1,estas
[4] sugerencias,comidas
[4] perfectas,almuerzo
[4] almuerzo,cuál

Top Replied-To
Top Replied-To in Entire Graph:
@mikuuuuu0415
@yoshino_keto
@hasumi_keto
@skm___keto_
@keto_dr
@goodbeanaltalt
@1105_s0402_r
@fine_hibiki221
@keto___xs
@keto_orcaraptor

Top Replied-To in G2:
@jtmarlin77
@ketodocclt
@fanfoot002
@maryellengray57
@kevinnbass
@biggestcomeback
@ketocarnivore
@barryk_palmer
@john_g_willis
@cofemtscarnivor

Top Replied-To in G3:
@goodbeanaltalt
@mark_a_lopez
@asapcucky
@v33nn
@pawsfrostyy
@eyanichtaya
@thevenerablebs
@alex_daggett
@ketocreole

Top Replied-To in G4:
@lone_star_keto
@8weekbloodsugar
@hrhurles
@biggestcomeback
@thetodayshow
@robert03947359
@maratosflier
@guynaustin
@beejereeno
@tifnottiff

Top Replied-To in G5:
@puremichgirl
@donnacar62

Top Replied-To in G6:
@yoshino_keto
@asusakuminakaki
@fswpz0opk5sgncx
@vash_monhun_iku
@ikutarian__nogi
@keto_sabu
@y110956
@aoi_saka46
@10asm8
@rickymouse_1502

Top Replied-To in G7:
@keto_orcaraptor
@deathsong_garff
@hybridlati
@snowyartist10
@ashthewolf___
@cevandor
@seanhutchison11
@peta
@indy500barrow
@16bitcoaster

Top Replied-To in G8:
@knesix
@roguewealth
@mbbevilacqua
@enricogiganti

Top Replied-To in G9:
@keto_dr
@alivip351
@cooloneonly
@qsat4jctahzotpx
@z9gsxqdotch4ayh
@saifzaidan1
@fahadbakhlagi
@9911_hno
@hm_hm6
@omar_jabri

Top Mentioned
Top Mentioned in Entire Graph:
@goodbeanaltalt
@puremichgirl
@ketosperdieta1
@youtube
@knesix
@lorishemek
@ketodietapp
@doyalikebaileys
@or_keto
@vapaavuori

Top Mentioned in G1:
@a2zonly
@tips4selfcare
@melinda43986886
@invictusadco1
@healtybeauty777
@tastyyummies

Top Mentioned in G2:
@kevinnbass
@biolayne
@kendberrymd
@tednaiman
@drericwestman
@thrival1
@sbakermd
@mowermanjimmy
@fructoseno
@proftimnoakes

Top Mentioned in G3:
@goodbeanaltalt
@uhhhhhmaggie
@rushfoodsng
@ladyjevent
@mark_a_lopez
@clt242
@hugoat132
@moistcr1tikal
@gemmasian01

Top Mentioned in G4:
@zoeharcombe
@lowcarbgp
@jen_unwin
@ketobodyuk
@thetodayshow
@suecradock
@phcukorg
@debandezscott
@gaylegerro
@c_donal

Top Mentioned in G5:
@puremichgirl
@mel_faith1

Top Mentioned in G7:
@keto_orcaraptor
@ashthewolf___
@atlasthebirb
@peta
@sistersnek
@kjaridragon
@shadow_gremlin
@bountyhunt01
@axelhuskypup
@dragondisso

Top Mentioned in G8:
@knesix
@ivath
@verozerbini
@ale_arellano
@roguewealth
@kendberrymd
@gloriavalderram
@joserosado

Top Mentioned in G9:
@keto_dr
@rfee3alshan3
@majodi215
@saifzaidan1
@z9gsxqdotch4ayh
@alivip351
@9911_hno
@spagov
@cn8i7
@zahra_2406

Top Mentioned in G10:
@ketosperdieta1

Top Tweeters
Top Tweeters in Entire Graph:
@fantasysite
@dc2net
@tesco
@kayemenner
@noranoracampos
@lifetechnology1
@robinsnewswire
@alhanda
@edinburghwatch
@raymond_norman

Top Tweeters in G1:
@fantasysite
@dc2net
@lifetechnology1
@robinsnewswire
@geekinfonow
@breathinfenty
@v_shakthi
@edietws
@feedyoudeals
@_hate_holly_

Top Tweeters in G2:
@jbboats
@lisanke
@robinenochs
@mxntrxxl
@vinnietortorich
@paisano
@proftimnoakes
@azimechprojekt
@leczi_
@mowermanjimmy

Top Tweeters in G3:
@okwura1
@fluidrap
@prado_jacobo
@gammatakahashi
@anarockshard
@darikozzz
@jlomps
@memegodmel
@asapcucky
@clt242

Top Tweeters in G4:
@thetodayshow
@beejereeno
@gerardo009
@discostew66
@andreatibi
@wyadvd
@ketohiking
@jamesabernard
@fatisourfriend
@zoeharcombe

Top Tweeters in G5:
@bbodine18457
@furiousfarmboy
@buford330leon
@kickinbrass1
@mel_faith1
@davidne99469223
@esbaily
@maria4america
@leslieh707
@2disabled

Top Tweeters in G6:
@vash_monhun_iku
@ikuta_gamba
@tomoya_gene1121
@4_19maki
@taka_sema
@monstzaka46
@atyuzaka46
@rickymouse_1502
@asusakuminakaki
@nogi_omu46

Top Tweeters in G7:
@peta
@bactover
@traaaashpanda
@apex_protogen
@ch0nky_derg
@olivetheyeen
@kingsislandpr
@keto_orcaraptor
@guaireking
@cevandor

Top Tweeters in G8:
@patriciayorkyy
@drconopoima
@tenchuluis
@lisbethmarina
@mbbevilacqua
@caraquenito
@catygold14
@ivath
@blackpuchi
@joserosado

Top Tweeters in G9:
@spagov
@fahadbakhlagi
@alivip351
@hm_hm6
@rfee3alshan3
@omar_jabri
@a_alhussain2
@zahra_2406
@9911_hno
@cooloneonly

Top Tweeters in G10:
@lizetespinosa3
@nancyre31401871
@floramartnez7
@rocio8511
@mercedsaldivar
@mary69033851
@veronic69595842
@miriamg18086392
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