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protein drink_2019-08-14_04-37-35.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 14, 2019
Short Description:
protein drink via NodeXL http://bit.ly/2YNRGun
@zubymusic
@jjonqins
@jackdcoulson
@theforeverfit
@angelapickel
@myhihello
@tonysenio
@crypto_spidey
@josiahfitness
@ripwwechyna

Top hashtags:
#protein
#ad
#weightloss
#workout
#fitness
#diet
#healthy
#supplements

Description:
Description
The graph represents a network of 5,711 Twitter users whose tweets in the requested range contained "protein drink", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 14 August 2019 at 11:39 UTC.

The requested start date was Wednesday, 14 August 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 15-day, 15-hour, 26-minute period from Monday, 29 July 2019 at 08:24 UTC to Tuesday, 13 August 2019 at 23:50 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 : 5711
Unique Edges : 5060
Edges With Duplicates : 520
Total Edges : 5580
Number of Edge Types : 3
Tweet : 1398
Mentions : 3420
Replies to : 762
Self-Loops : 1398
Reciprocated Vertex Pair Ratio : 0.00925700365408039
Reciprocated Edge Ratio : 0.0183441950277577
Connected Components : 1745
Single-Vertex Connected Components : 842
Maximum Vertices in a Connected Component : 1330
Maximum Edges in a Connected Component : 1345
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.191382
Graph Density : 0.000127047658358022
Modularity : 0.754275
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[61] https://chicago.cbslocal.com/2019/08/01/pill-in-protein-shake-xsport-fitness-gym-jacinta-reck/amp/
[21] https://www.marathonsandmotivation.com/post-workout-protein-for-sensitive-stomachs/
[8] http://sportnahrung-engel.vaji.info/ganzk%C3%B6rper-trainingsplan-ohne-ger%C3%A4te
[7] https://us.shaklee.com/Healthy-Weight/Shakes/Life-Shake%E2%84%A2-Soy-Protein/p/21321?sponsorId=7VFFNGeEofPp8iMD%2BF%2BXyA%3D%3D%0D%0A&pwsName=star
[7] https://www.independent.co.uk/life-style/food-and-drink/veganism-environment-veganuary-friendly-food-diet-damage-hodmedods-protein-crops-jack-monroe-a8177541.html
[7] https://www.youtube.com/watch?v=43Wd7eFSjlQ&feature=youtu.be

[7] https://www.instagram.com/p/B0eqrdIHkqf/?igshid=k8ondzvao81q
[6] https://www.mensjournal.com/food-drink/13-negative-side-effects-not-getting-enough-protein/
[6] https://www.facebook.com/Jasonleotips/
[6] https://www.mensjournal.com/food-drink/100-healthiest-foods-ranked-protein-content/

Top URLs in Tweet in G1:
[1] https://www.independent.co.uk/life-style/food-and-drink/veganism-environment-veganuary-friendly-food-diet-damage-hodmedods-protein-crops-jack-monroe-a8177541.html?amp

Top URLs in Tweet in G2:
[6] https://www.facebook.com/Jasonleotips/
[4] https://www.independent.co.uk/life-style/food-and-drink/veganism-environment-veganuary-friendly-food-diet-damage-hodmedods-protein-crops-jack-monroe-a8177541.html
[3] https://orenokinntore.com/protein-drink-bedtime/
[3] http://www.bulkwheyprotein.us/Sizer-XXL-American-Pure-Whey-protein-USA-favorite-drink-athletes-healthy-gaining-weight-creatine-amino-acids--15992.html
[2] http://baye.com/quick-easy-protein/
[2] https://nhbshop.com/products/explosion-sport-water-bottles-500-650ml-1l-protein-shaker-outdoor-travel-portable-leakproof-tritan-plastic-drink-bottle-bpa-free
[2] http://www.cheapproteinpowder.biz/pure-whey-protein-isolate-matrix-powder-amino-acids-BCAA-glutamine-bodybuilding-low-fat-weight-packing--202378135.html
[2] https://www.google.com/url?rct=j&sa=t&url=https%3A%2F%2Ftimesofhealth.com%2Fone-pro-nutrition%2F&ct=ga&cd=CAIyGjYwODY5OWEzNDExMTE5Mjg6Y29tOmVuOlVT&usg=AFQjCNFbBxPmVTejVT9llMw72oRsPHHS4A&utm_source=dlvr.it&utm_medium=twitter
[2] https://drinkclick.com/collections/new-special-offers/products/click-high-protein-coffee-sample-offer
[2] https://lemon-mint.com/protein-drink-jelly-ranking

Top URLs in Tweet in G4:
[1] https://www.independent.co.uk/life-style/food-and-drink/veganism-environment-veganuary-friendly-food-diet-damage-hodmedods-protein-crops-jack-monroe-a8177541.html

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1160891870261731328
[1] https://twitter.com/i/web/status/1156275132958216194
[1] https://twitter.com/i/web/status/1159891932266606592
[1] https://twitter.com/i/web/status/1160359282916806656

Top URLs in Tweet in G6:
[61] https://chicago.cbslocal.com/2019/08/01/pill-in-protein-shake-xsport-fitness-gym-jacinta-reck/amp/

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1160373822664523776

Top URLs in Tweet in G9:
[1] https://healthnewscenters.org/hf/
[1] https://twitter.com/i/web/status/1159534427426512896

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[44] protein
[27] ad
[13] weightloss
[13] workout
[12] fitness
[11] diet
[10] healthy
[10] supplements
[10] health
[8] linseed



Top Hashtags in Tweet in G2:
[22] protein
[10] supplements
[9] healthy
[9] weightloss
[7] fitness
[7] diet
[7] vegansupplements
[6] workout
[5] drink
[5] food

Top Words
Top Words in Tweet in Entire Graph:
[4060] Words in Sentiment List#1: Positive
[2135] Words in Sentiment List#2: Negative
[44] Words in Sentiment List#3: Angry/Violent
[106096] Non-categorized Words
[112291] Total Words
[4607] protein
[4513] drink
[2770] more
[1776] eat
[1698] water

Top Words in Tweet in G1:
[2469] more
[1235] per
[1234] stronger
[1234] physically
[1234] mentally
[1234] strength
[1234] train
[1234] 4
[1234] x
[1234] week

Top Words in Tweet in G2:
[1120] protein
[1110] drink
[374] shake
[178] eat
[129] water
[129] shakes
[109] t
[90] ðÿ
[89] always
[78] up

Top Words in Tweet in G3:
[688] choco
[688] protein
[688] drink
[686] s
[686] today
[686] menu
[686] dried
[686] chicken
[686] breast
[686] tomato

Top Words in Tweet in G4:
[199] use
[100] crops
[100] more
[99] latest
[99] hoax
[99] ipcc
[99] vegan
[99] save
[99] planet
[99] water

Top Words in Tweet in G5:
[65] 3
[64] cream
[60] eat
[60] protein
[53] fat
[53] loss
[53] meal
[53] half
[53] plate
[51] jackdcoulson

Top Words in Tweet in G6:
[61] article
[61] gym
[61] girl
[61] getting
[61] pill
[61] drink
[60] oksomikki

Top Words in Tweet in G7:
[54] mike
[54] perry
[54] baby
[54] refused
[54] drink
[54] milk
[54] formula
[54] fed
[54] exclusively
[54] potent

Top Words in Tweet in G9:
[36] day
[35] recap
[35] drink
[35] calories
[35] soda
[35] coffee
[35] etc
[35] 2
[35] protein
[35] shakes

Top Words in Tweet in G10:
[26] 7
[26] drink
[26] eat
[25] easy
[25] newbodyplan
[25] daily
[25] habits
[25] change
[25] life
[25] 1

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1365] more,water
[1288] more,protein
[1287] eat,more
[1274] drink,more
[1245] per,week
[1243] week,eat
[1242] strength,train
[1242] x,per
[1242] protein,greens
[1241] stronger,physically

Top Word Pairs in Tweet in G1:
[1234] stronger,physically
[1234] physically,mentally
[1234] mentally,strength
[1234] strength,train
[1234] train,4
[1234] 4,x
[1234] x,per
[1234] per,week
[1234] week,eat
[1234] eat,more

Top Word Pairs in Tweet in G2:
[401] drink,protein
[345] protein,shake
[179] protein,drink
[107] protein,shakes
[79] shake,always
[46] protein,powder
[45] please,drink
[43] high,protein
[38] don,t
[35] drink,mix

Top Word Pairs in Tweet in G3:
[688] choco,protein
[688] protein,drink
[686] s,today
[686] today,menu
[686] menu,dried
[686] dried,chicken
[686] chicken,breast
[686] breast,tomato
[686] tomato,carrot
[686] carrot,juice

Top Word Pairs in Tweet in G4:
[100] crops,use
[99] latest,hoax
[99] hoax,ipcc
[99] ipcc,vegan
[99] vegan,save
[99] save,planet
[99] planet,crops
[99] use,more
[99] more,water
[99] water,use

Top Word Pairs in Tweet in G5:
[53] fat,loss
[53] half,plate
[50] 1,eat
[49] 5,simple
[49] simple,fat
[49] loss,tips
[49] tips,1
[49] eat,30
[49] 30,50g
[49] 50g,protein

Top Word Pairs in Tweet in G6:
[61] article,gym
[61] gym,girl
[61] girl,getting
[61] getting,pill
[61] pill,drink
[60] oksomikki,article

Top Word Pairs in Tweet in G7:
[54] mike,perry
[54] perry,baby
[54] baby,refused
[54] refused,drink
[54] drink,milk
[54] milk,formula
[54] formula,fed
[54] fed,exclusively
[54] exclusively,potent
[54] potent,mixture

Top Word Pairs in Tweet in G9:
[35] drink,calories
[35] calories,soda
[35] soda,coffee
[35] coffee,etc
[35] etc,2
[35] 2,protein
[35] protein,shakes
[35] shakes,day
[35] day,flavor
[35] flavor,detox

Top Word Pairs in Tweet in G10:
[25] 7,easy
[25] easy,newbodyplan
[25] newbodyplan,daily
[25] daily,habits
[25] habits,change
[25] change,life
[25] life,1
[25] 1,drink
[25] drink,pint
[25] pint,water

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@zubymusic
@jjonqins
@mrtardigradeuk
@oksomikki
@macmallymma
@jackdcoulson
@morgankarkoviic
@theforeverfit
@newbodyplan
@joewarneruk

Top Mentioned in G1:
@zubymusic

Top Mentioned in G2:
@bougiebones
@hydrationl
@fitnessguyindia
@jamescamobley7
@realkingbunne

Top Mentioned in G3:
@jjonqins

Top Mentioned in G4:
@mrtardigradeuk

Top Mentioned in G5:
@jackdcoulson
@theforeverfit
@zubymusic

Top Mentioned in G6:
@oksomikki

Top Mentioned in G7:
@macmallymma

Top Mentioned in G8:
@danielle_cd2020
@adair1946
@readnallthetime
@imadickens
@karinleninajon1
@starryeyed48
@chholte
@jarnocan
@thepoliticalcat
@jim1036

Top Mentioned in G9:
@morgankarkoviic
@detoxgroup1

Top Mentioned in G10:
@newbodyplan
@joewarneruk

Top Tweeters
Top Tweeters in Entire Graph:
@dc2net
@tesco
@sgh_rts
@lifetechnology1
@rarebre3d
@cojjee_keep5
@thepoliticalcat
@love_bug1016
@mccarrenbill
@jennasm66663888

Top Tweeters in G1:
@mouse458
@tamaraw68415067
@defacedwallop
@mcarsonaos
@lorizellmill
@weldtowrite
@carolyncolson
@richgard
@piercedart
@thebling_vote

Top Tweeters in G2:
@dc2net
@lifetechnology1
@beetaylora
@edietws
@itsrenatak
@jordynbrianna__
@gypsydamnxtra
@usdealsonline
@espacebeauxarts
@catalyst4fitnes

Top Tweeters in G3:
@cojjee_keep5
@chanyeolez
@venderpeach
@jongdarae
@dyodeeo
@cassanovy_k
@_ooh_pak_kad_
@otakugirl2013
@mirelhamed
@ssfwlo3yswifeu

Top Tweeters in G4:
@annispice
@z_chrissie
@anncaswell2
@heidiec5
@jan_s_b_459
@nononoeu
@terrytmcgookin
@lorac22allen
@bob261048
@rubiespal

Top Tweeters in G5:
@n_azlina2
@wanmuhdizzam
@leng305
@arifmonline
@youngredeyes
@avatarjohnson
@adlyzulkefly
@hialtdawg
@angelapickel
@afifhaidzir

Top Tweeters in G6:
@thebrookeash
@moniselseward
@macandcheeks
@oksomikki
@thankyoupam
@stewardesschick
@marionaaaaa_
@soualiganamazon
@itsneneduh
@ladidadi56

Top Tweeters in G7:
@macmallymma
@mrvalance
@joleonard___x
@12thfanzach
@ram_ir0
@jim_dear1
@spoderalexis
@jokingchris101
@supah_villuhn
@_marcocrewz

Top Tweeters in G8:
@thepoliticalcat
@latikia
@chholte
@peacepox
@wallacegeorge7
@oregonemom
@agavecorn
@doreli12
@dudeklinda
@jayvalenz67

Top Tweeters in G9:
@__suchaladyyy
@drakee_ymcmb
@margahayupluto
@annacmz
@yellowpoptart
@haliqa_qa
@realsexnotes
@xsspao
@ytmariahhx
@sluurpbaby

Top Tweeters in G10:
@daniel_burton05
@matt_plews
@simplex_j3rr31l
@membe_fit
@paul_haisell
@joewarneruk
@jmclwilliamson1
@el88leons
@turley90
@sshaunak1


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