#BreastCancerAwareness, Twitter, 5/25/2019 8:14:06 AM, 197997


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#BreastCancerAwareness_2019-05-24_21-07-32.xlsx
#BreastCancerAwareness_2019-05-24_21-07-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 25, 2019
Short Description:
#BreastCancerAwareness via NodeXL http://bit.ly/2I7425Z
@bikinisforcure
@haley_crusee
@jassievers
@futuredreamss
@walkthewalk
@vicderbyshire
@nikkitnwarrior
@pulse_netball
@reallorraine
@breastcancernow

Top hashtags:
#breastcancerawareness
#breastcancer
#cancer

Description:
Description
The graph represents a network of 2,062 Twitter users whose tweets in the requested range contained "#BreastCancerAwareness", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 25 May 2019 at 04:08 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 13-day, 23-hour, 29-minute period from Thursday, 09 May 2019 at 00:25 UTC to Wednesday, 22 May 2019 at 23:55 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 : 2062
Unique Edges : 2442
Edges With Duplicates : 506
Total Edges : 2948
Number of Edge Types : 3
Tweet : 671
Mentions : 2214
Replies to : 63
Self-Loops : 671
Reciprocated Vertex Pair Ratio : 0.0335929892891918
Reciprocated Edge Ratio : 0.0650023551577956
Connected Components : 591
Single-Vertex Connected Components : 318
Maximum Vertices in a Connected Component : 573
Maximum Edges in a Connected Component : 1088
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.986727
Graph Density : 0.000499555035999494
Modularity : 0.723532
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[50] https://mybook.to/FckOffCancer
[14] https://walkthewalk.org/blog/posts/nine-years-of-moonwalks-sandie-shares-story-of-breast-cancer-walk
[8] https://www.stickymudandbellylaughs.com/2019/02/so-i-found-a-lump-what-to-expect-from-a-breast-screening.html
[7] https://www.abogada.com/donativo/
[6] https://twitter.com/BikinisForCure/status/1128753901170298881
[6] https://itunes.apple.com/us/album/the-world-is-my-playground/1462829548
[6] https://open.spotify.com/artist/1fw6iDkhqb6ZJ59ON42VpM?si=6YWE4GOOR76jP2ZHEQEjPg
[6] https://music.amazon.com/albums/B07RHWXBTS?ref=dm_sh_FlkfQ
[6] https://www.etsy.com/PSSouthwestDesigns/listing/591835327/breast-cancer-awareness-beaded-pendant?utm_campaign=Share&utm_medium=social_organic&utm_source=MSMT&utm_term=so.smt&share_time=1517896615000
[5] http://news.mit.edu/2019/using-ai-predict-breast-cancer-and-personalize-care-0507

Top URLs in Tweet in G1:
[7] https://www.abogada.com/donativo/
[3] https://gf.me/u/mwz4ns
[3] https://www.abogada.com/donacion/
[3] https://www.1800tramites.com/donacion
[3] https://www.youtube.com/watch?v=-yPRIxi7sfM&feature=youtu.be&utm_source=Silicon%20Beach%20Homes&utm_campaign=222af46aa6-EMAIL_CAMPAIGN_2018_02_02_COPY_01&utm_medium=email&utm_term=0_b010e5b622-222af46aa6-28343331

[2] https://www.devdiscourse.com/article/health/523384-scientists-find-out-new-way-to-slow-growth-of-negative-breast-cancer-cells
[2] https://genomainternational.com/genomics-breast-cancer-case-study/
[2] https://twitter.com/HuffPost/status/1128999781399957504
[2] https://www.labroots.com/trending/cancer/14755/low-fat-diets-woman-reduce-mortality-rates-breast-cancer
[2] https://www.healthguide911.com/2015/09/healthy-breast.html

Top URLs in Tweet in G3:
[6] https://twitter.com/BikinisForCure/status/1128753901170298881
[2] https://www.etsy.com/listing/652300019/pumpkin-breast-cancer-black-pink-jewelry
[2] https://knowyourlemons.com/italiano/
[1] https://www.etsy.com/listing/622485990/breast-cancer-awareness-project-bag
[1] https://twitter.com/CLAREJKPREECE91/status/1128764955401039872
[1] https://knowyourlemons.com/bulgarian/
[1] https://knowyourlemons.com/
[1] https://www.justgiving.com/steve-holly
[1] https://www.instagram.com/p/BxexFDvhGZ_/?igshid=ni4ai9n1czc7
[1] https://www.instagram.com/p/Bxg8SIfgVx8/?igshid=1wgj8xmj26q5s

Top URLs in Tweet in G4:
[1] https://www.youtube.com/watch?v=rZtKjHKMrAc&feature=youtu.be


Top URLs in Tweet in G5:
[14] https://walkthewalk.org/blog/posts/nine-years-of-moonwalks-sandie-shares-story-of-breast-cancer-walk
[1] https://fundraise.cancerresearchuk.org/page/hollys-race-for-life-200910
[1] https://twitter.com/jimiflanuk/status/1130171915946139648
[1] https://trib.al/PRozPi3
[1] https://trib.al/MKU59gt
[1] https://trib.al/hBit3gi
[1] https://twitter.com/WalktheWalk/status/1126909922095058945
[1] https://twitter.com/WalktheWalk/status/1128351865111023616
[1] https://www.instagram.com/p/Bxg_64ooY2v/?igshid=1rnoyax1r2e9l
[1] https://moonwalklondon2019.everydayhero.com/uk/fitpro-flamingos

Top URLs in Tweet in G6:
[2] https://www.youtube.com/watch?v=DEfZgt-20mI&feature=youtu.be

[1] https://www.cor.net/Home/Components/Calendar/Event/15803/64
[1] https://www.instagram.com/p/BxYMV7VBtt0/?igshid=1tasbco777o6l
[1] https://www.instagram.com/p/BxYELXYHgKK/?utm_source=ig_twitter_share&igshid=xn6jucwf11qd
[1] http://atlanta.info-komen.org/site/TR/RacefortheCure/ATL_GreaterAtlantaAffiliate?pg=entry&fr_id=7471#038;pg=entry

Top URLs in Tweet in G7:
[1] https://www.instagram.com/p/Bxsc13inr2h/?igshid=vvfzqe9kkud0
[1] http://www.pinkribbonfoundation.org.uk/make-a-donation/
[1] https://twitter.com/clarateddy/status/1129418339938426881
[1] https://twitter.com/pinkribbonfound/status/1129000870732083200

Top URLs in Tweet in G8:
[1] https://www.instagram.com/p/Bxji-V4Fmdr/?igshid=tfv8ncda5u77
[1] https://www.gofundme.com/alternative-treatment-therapy

Top URLs in Tweet in G9:
[3] https://qutgivingday.com/p/BBS/
[1] https://www.itv.com/lorraine/health/download-the-change-and-check-sticker
[1] https://www.qutgivingday.com/p/bbs

Top URLs in Tweet in G10:
[1] https://twitter.com/coradsoc/status/1115738593962614784

Top Domains
Top Domains in Tweet in Entire Graph:
[109] instagram.com
[108] twitter.com
[50] mybook.to
[41] ebay.com
[30] etsy.com
[21] youtube.com
[14] walkthewalk.org
[13] co.uk
[12] healthcentral.com
[12] avon.com

Top Domains in Tweet in G1:
[79] instagram.com
[48] twitter.com
[31] ebay.com
[12] avon.com
[10] abogada.com
[7] youtube.com
[6] politicsandfashionblog.com
[4] gofundme.com
[4] gf.me
[4] 1800tramites.com

Top Domains in Tweet in G3:
[8] twitter.com
[4] knowyourlemons.com
[3] etsy.com
[2] instagram.com
[1] justgiving.com
[1] coppafeel.org

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

Top Domains in Tweet in G5:
[14] walkthewalk.org
[3] twitter.com
[3] trib.al
[3] instagram.com
[2] everydayhero.com
[1] cancerresearchuk.org
[1] youtube.com

Top Domains in Tweet in G6:
[2] youtube.com
[2] instagram.com
[1] cor.net
[1] info-komen.org

Top Domains in Tweet in G7:
[2] twitter.com
[1] instagram.com
[1] org.uk

Top Domains in Tweet in G8:
[1] instagram.com
[1] gofundme.com

Top Domains in Tweet in G9:
[4] qutgivingday.com
[1] itv.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1625] breastcancerawareness
[395] breastcancer
[177] cancer
[66] breastcancersurvivor
[54] bca
[46] breastcancerfighter
[41] survivor
[36] mothersday
[35] cancersucks
[33] health



Top Hashtags in Tweet in G1:
[412] breastcancerawareness
[133] breastcancer
[56] cancer
[22] mothersday
[22] cancersucks
[16] health
[16] pink
[13] cancersurvivor
[12] donate
[11] womenshealth

Top Hashtags in Tweet in G2:
[301] breastcancerawareness

Top Hashtags in Tweet in G3:
[88] breastcancerawareness
[30] breastcancer
[15] ladies
[9] fashionshow
[8] breastcancersurvivor
[6] bikinisforthecure
[6] knowyourlemons
[5] callingallwomen
[5] fashion
[4] bornonthisday

Top Hashtags in Tweet in G4:
[81] breastcancerawareness
[1] wednesdaywisdom
[1] breastcancer

Top Hashtags in Tweet in G5:
[56] breastcancerawareness
[17] moonwalkscot
[16] moonwalklondon
[13] moonwalk
[7] moonwalklondon2019
[5] walkthewalk
[5] london
[5] volunteers
[3] gateshead
[3] breastcancer

Top Hashtags in Tweet in G6:
[28] breastcancerawareness
[3] cyclist
[3] cycle
[3] breastcancer
[3] detroit
[2] mothersday
[2] hotpinkparty
[2] raceforacure
[2] mlb
[2] clarkcounty

Top Hashtags in Tweet in G7:
[18] shoot4pink
[14] charity
[14] makelondonsuper
[13] breastcancerawareness
[13] teamprf
[13] netball
[6] positive
[6] power
[6] shower
[6] selfie

Top Hashtags in Tweet in G8:
[19] breastcancerawareness
[13] stage4
[8] breastcancer
[4] changeandcheck
[1] tuesdaythoughts
[1] checkyourboobs
[1] jack
[1] loveisland
[1] nervous
[1] thumbsup

Top Hashtags in Tweet in G9:
[8] breastcancerawareness
[3] breastcancer
[3] changeandcheck
[2] flyingscientist
[2] weareihbi
[2] qutgivingday
[2] pahospital
[1] irish
[1] patientexperience
[1] health

Top Hashtags in Tweet in G10:
[16] breastcancer
[11] radvocacy
[7] breastcancerawareness
[7] radvocate
[7] acrhillday2019
[7] surprisebilling
[7] studentloans
[5] breastcancerscreening
[4] patientadvocate
[3] patientcare

Top Words
Top Words in Tweet in Entire Graph:
[1910] Words in Sentiment List#1: Positive
[1193] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[36225] Non-categorized Words
[39331] Total Words
[1626] #breastcancerawareness
[576] cancer
[507] breast
[395] #breastcancer
[302] surprise

Top Words in Tweet in G1:
[412] #breastcancerawareness
[151] cancer
[135] breast
[133] #breastcancer
[56] #cancer
[50] day
[38] pink
[35] s
[34] awareness
[33] support

Top Words in Tweet in G2:
[301] surprise
[301] jassievers
[301] #breastcancerawareness
[300] haley_crusee

Top Words in Tweet in G3:
[88] #breastcancerawareness
[30] #breastcancer
[22] cancer
[21] campaign
[19] pink
[18] breast
[16] futuredreamss
[16] take
[16] hashtag
[15] #ladies

Top Words in Tweet in G4:
[82] breast
[82] cancer
[81] know
[81] men
[81] develop
[81] #breastcancerawareness
[81] remember
[81] education
[81] key
[81] successful

Top Words in Tweet in G5:
[58] walkthewalk
[56] #breastcancerawareness
[22] best
[20] cancer
[20] daughters
[19] breast
[17] sponsored
[17] moonwalker
[17] lost
[17] friend

Top Words in Tweet in G6:
[28] #breastcancerawareness
[13] susangkomen
[9] bcrfcure
[9] mlb
[7] pink
[6] s
[6] airport
[6] day
[5] community
[4] new

Top Words in Tweet in G7:
[18] #shoot4pink
[17] pinkribbonfound
[14] #charity
[14] pulse_netball
[14] #makelondonsuper
[13] #breastcancerawareness
[13] #teamprf
[13] #netball
[8] merlynshowering
[6] keen

Top Words in Tweet in G8:
[19] #breastcancerawareness
[14] love
[13] #stage4
[13] thanku
[13] everyone
[13] support
[13] follow
[13] journey
[13] doing
[12] nikkitnwarrior

Top Words in Tweet in G9:
[8] #breastcancerawareness
[5] breastdense
[5] support
[4] mammographic
[4] density
[4] pledge
[4] qut_ihbi's
[4] honor
[3] #breastcancer
[3] download

Top Words in Tweet in G10:
[16] #breastcancer
[15] dwstweets
[14] inspired
[11] amazing
[11] #radvocacy
[11] survivor
[11] radpac
[11] care
[9] thank
[9] acrran

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[436] breast,cancer
[302] surprise,jassievers
[302] jassievers,#breastcancerawareness
[301] haley_crusee,surprise
[190] #breastcancer,#breastcancerawareness
[97] cancer,#breastcancerawareness
[83] develop,breast
[81] know,men
[81] men,develop
[81] #breastcancerawareness,remember

Top Word Pairs in Tweet in G1:
[126] breast,cancer
[64] #breastcancer,#breastcancerawareness
[25] cancer,awareness
[19] pink,ribbon
[17] #breastcancerawareness,#breastcancer
[15] s,day
[15] #breastcancerawareness,#cancer
[14] mother,s
[13] t,shirt
[11] tel,1

Top Word Pairs in Tweet in G2:
[301] surprise,jassievers
[301] jassievers,#breastcancerawareness
[300] haley_crusee,surprise

Top Word Pairs in Tweet in G3:
[15] #ladies,invite
[15] invite,virtual
[15] virtual,campaign
[15] campaign,wednesday
[15] wednesday,15th
[15] 15th,take
[15] take,selfie
[15] selfie,pink
[15] pink,lipstick
[15] lipstick,hashtag

Top Word Pairs in Tweet in G4:
[82] breast,cancer
[81] know,men
[81] men,develop
[81] develop,breast
[81] cancer,#breastcancerawareness
[81] #breastcancerawareness,remember
[81] remember,education
[81] education,key
[81] key,successful
[81] successful,disease

Top Word Pairs in Tweet in G5:
[19] breast,cancer
[17] sponsored,moonwalker
[17] lost,best
[17] best,friend
[17] friend,breast
[17] cancer,decided
[17] decided,walkthewalk
[17] walkthewalk,daughters
[17] daughters,#breastcancerawareness
[17] #breastcancerawareness,read

Top Word Pairs in Tweet in G6:
[4] breast,cancer
[4] rayscommunity,mlb
[3] new,#cyclist
[3] #cyclist,maggie
[3] maggie,training
[3] training,100k
[3] 100k,london
[3] london,night
[3] night,ride
[3] ride,#breastcancerawareness

Top Word Pairs in Tweet in G7:
[14] #makelondonsuper,#shoot4pink
[13] #shoot4pink,#teamprf
[13] #teamprf,#charity
[13] #charity,#netball
[6] keen,harness
[6] harness,#positive
[6] #positive,#power
[6] #power,daily
[6] daily,#shower
[6] #shower,thrilled

Top Word Pairs in Tweet in G8:
[13] #stage4,#breastcancerawareness
[13] #breastcancerawareness,thanku
[13] thanku,everyone
[13] everyone,love
[13] love,support
[13] support,follow
[13] follow,journey
[13] journey,doing
[12] nikkitnwarrior,#stage4
[8] men,need

Top Word Pairs in Tweet in G9:
[4] mammographic,density
[4] qut_ihbi's,honor
[3] download,#changeandcheck
[3] #changeandcheck,sticker
[3] sticker,stick
[3] stick,mirrors
[3] mirrors,dressing
[3] dressing,room
[3] room,bathroom
[3] bathroom,bedroom

Top Word Pairs in Tweet in G10:
[11] #breastcancer,survivor
[11] radpac,care
[7] inspired,message
[7] message,#breastcancer
[7] survivor,tireless
[7] tireless,#radvocate
[7] #radvocate,dwstweets
[7] dwstweets,winner
[7] winner,2019
[7] 2019,radpac

Top Replied-To
Top Replied-To in Entire Graph:
@walkthewalk
@katydempster
@mlb
@bikinisforcure
@emilyrosearnet1
@jayyy127
@asheclouse
@brittneymc2018
@cyhperjeon
@5secsoftheaces

Top Replied-To in G3:
@katydempster
@5secsoftheaces
@cyhperjeon
@brittneymc2018
@asheclouse
@jayyy127
@emilyrosearnet1
@bikinisforcure
@chrisyoungmusic

Top Replied-To in G5:
@walkthewalk
@breastcancernow
@sarahclementshr
@jordanswhippets
@forthone

Top Replied-To in G6:
@mlb
@rayscommunity

Top Replied-To in G7:
@girlzeta
@pinkribbonfound

Top Replied-To in G8:
@lorraine
@reallorraine

Top Replied-To in G9:
@nicb_dcu
@nancyspoint
@drpaulagordon
@qut_ihbi

Top Mentioned
Top Mentioned in Entire Graph:
@jassievers
@haley_crusee
@abudocares
@walkthewalk
@linbrossimurphy
@crpfmadadgaar
@futuredreamss
@dwstweets
@pulse_netball

Top Mentioned in G1:
@customhustle
@emilycarrss
@samuraisharp
@kaeerose_

Top Mentioned in G2:
@jassievers
@haley_crusee

Top Mentioned in G3:
@futuredreamss
@bikinisforcure
@societyshoes
@coppafeelpeople
@jessramcharitar
@katydempster
@knowyourlemons
@deltarhostti
@sigmanursing
@fred_whitton

Top Mentioned in G4:
@abudocares

Top Mentioned in G5:
@walkthewalk
@breastcancernow
@tfl
@thehuntley
@michelle_amooty
@cr_uk
@sageconferences
@thebacr
@pennybrohnuk
@emphasisltd

Top Mentioned in G6:
@susangkomen
@bcrfcure
@mlb
@mco
@streetbikescic
@delta
@stre
@bcppartners
@raysbaseball
@deannalites

Top Mentioned in G7:
@pinkribbonfound
@pulse_netball
@merlynshowering
@clarateddy
@denise_vanouten
@ronanofficial
@simplerpr
@pinkribb
@girlzeta
@bbctheoneshow

Top Mentioned in G8:
@nikkitnwarrior
@realtittygritty
@jack_charlesf
@reallorraine
@lorraine
@edingley
@stephengraham73
@rioferdy5
@vicderbyshire

Top Mentioned in G9:
@breastdense
@honor_hugo
@qut_ihbi
@breast_predict
@cheryl_cruwys
@advanceqld
@waterfordmafia
@irishcancersoc
@ccrtireland
@dublincityuni

Top Mentioned in G10:
@dwstweets
@radpac
@acrran
@doubledocjb
@tajkatt
@acrrfs
@robertpengmd
@radiologyacr
@acryps

Top Tweeters
Top Tweeters in Entire Graph:
@psswstyles
@lopezgovlaw
@virgintrains
@delta
@gidi_traffic
@httweets
@indianexpress
@googleexpertuk
@flyrts
@davesbargains

Top Tweeters in G1:
@helloteamtrump
@nancysknotslace
@deccanchronicle
@kaeerose_
@sprnch
@leedsnews
@dt_next
@healthguide911
@rudegyalari
@_1bornhustler

Top Tweeters in G2:
@morgan_dancer
@ahartwig01
@_shelbbylynnee
@a_gallegos3
@bcepull32
@jdubya3
@_millermiller
@_savannah96
@watkinsj40
@adamtrent17

Top Tweeters in G3:
@kumar_ranjeet
@cyhperjeon
@cowboycoleridge
@inspirationwise
@iamladyjaecelyn
@ukcyclechat
@lucypatterson_
@sassidy00
@jayyy127
@ztafraternity

Top Tweeters in G4:
@bennywithlenny
@fehltharchimo9
@emelinej1
@thomasebhpartn1
@coreyisliving
@keizaqurratala2
@o_rat1
@ripmanthito24
@nertegoha19
@babblinbrookeh

Top Tweeters in G5:
@virgintrains
@thescotsman
@riverm_hathaway
@edinburghpaper
@absoluteradio
@tfl
@cr_uk
@breastcancernow
@wiltsandglosstd
@raceforlife

Top Tweeters in G6:
@delta
@mlb
@mariners
@dodgers
@zacheclark
@redsox
@cubs
@raysbaseball
@brewers
@mco

Top Tweeters in G7:
@glamourmaguk
@clarateddy
@itv
@isportsanalysis
@lizziecundy
@angellicabell
@bbc
@pinkribbonfound
@angiegreaves
@ladynadiaessex

Top Tweeters in G8:
@chippylyn
@reallorraine
@counsellingkh
@lorraine
@davidlloyduk
@rioferdy5
@mikealphabravo1
@jaylouiseoliver
@hazellchef
@emmabunton

Top Tweeters in G9:
@double_whammied
@irishcancersoc
@nancyspoint
@dublincityuni
@cheryl_cruwys
@advanceqld
@breastdense
@qldscience
@nicb_dcu
@dcu_research

Top Tweeters in G10:
@radiologyacr
@jim_rawson_md
@dwstweets
@matthawkinsmd
@drchrismcadams
@acrrfs
@acrran
@acryps
@radpac
@vivekkaliamd