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#BreastCancerAwareness_2018-12-05_20-54-09.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2018
Description:
Description
The graph represents a network of 1,668 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 Thursday, 06 December 2018 at 04:58 UTC.

The requested start date was Thursday, 06 December 2018 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 9-day, 5-hour, 55-minute period from Thursday, 22 November 2018 at 01:22 UTC to Saturday, 01 December 2018 at 07:17 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 : 1668
Unique Edges : 2622
Edges With Duplicates : 503
Total Edges : 3125
Number of Edge Types : 3
Mentions : 2610
Tweet : 480
Replies to : 35
Self-Loops : 480
Reciprocated Vertex Pair Ratio : 0.011336032388664
Reciprocated Edge Ratio : 0.022417934347478
Connected Components : 401
Single-Vertex Connected Components : 193
Maximum Vertices in a Connected Component : 520
Maximum Edges in a Connected Component : 1625
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 1.983559
Graph Density : 0.00089838147478418
Modularity : 0.588983
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] 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
[6] https://www.abogada.com/remolcado/
[5] https://www.yogajournal.com/lifestyle/yoga-pose-raised-225k-for-metastatic-breast-cancer?platform=hootsuite
[4] http://www.hindsighttc.ca
[4] http://dogalyasam.org/2018/11/28/meme-gogus-kanseri-nedir-belirtileri-nelerdir/
[4] https://twitter.com/u13cumnor/status/1066329013705150464
[3] https://www.brexa.in/home
[3] https://brexa.in/home
[3] https://www.eventbrite.com/e/annual-hats-pearls-and-gloves-scholarship-luncheon-tickets-46898513717?aff=ebdshpsearchautocomplete
[3] https://twitter.com/Trinidadjamesgg/status/1066499291991105536

Top URLs in Tweet in G1:
[1] https://www.flamingocandles.co.uk/scented-candles/pink-ribbon.html/
[1] https://www.flamingocandles.co.uk/scented-candle/?SID=3plk548jf1q7fnakqn7rifutb7

Top URLs in Tweet in G2:
[6] https://www.abogada.com/remolcado/
[4] https://www.yogajournal.com/lifestyle/yoga-pose-raised-225k-for-metastatic-breast-cancer?platform=hootsuite
[4] http://www.hindsighttc.ca
[3] http://main.acsevents.org/site/TR?pg=entry&fr_id=89705
[3] https://www.eventbrite.com/e/annual-hats-pearls-and-gloves-scholarship-luncheon-tickets-46898513717?aff=ebdshpsearchautocomplete
[2] http://lovepinkindonesia.org/pinktalk
[1] https://www.facebook.com/HCTalent/videos/2277441999144329/
[1] https://www.etsy.com/listing/494122223/boobie-scarf
[1] https://twitter.com/GreenMedInfo/status/1065349654244511745
[1] https://medibulletin.com/screening-mammograms-beyond-75-yrs-help-detect-breast-cancer-early/

Top URLs in Tweet in G3:
[3] https://twitter.com/6state/status/1066730099561517056
[2] http://www.dailymail.co.uk/femail/article-4938556/Photo-series-shows-women-baring-mastectomy-scars.html#ixzz4uRf6523o
[2] https://3blmedia.com/node/231261
[1] https://www.genengnews.com/news/targeting-bone-marrow-derived-fibroblasts-may-serve-as-novel-breast-cancer-therapy/
[1] https://twitter.com/breastadvocate/status/1067538608939245569
[1] http://bit.ly/2OOn9H5

Top URLs in Tweet in G5:
[2] https://fithindi.thequint.com/health-news/tahira-kashyap-dealing-with-cancer-stage-1-a
[1] https://twitter.com/tahira_k/status/1067704707391635456

Top URLs in Tweet in G6:
[1] https://rover.ebay.com/rover/1/711-127632-2357-0/16?itm=163405041036&user_name=metaljef&spid=6115&mpre=https%3A%2F%2Fwww.ebay.com%2Fitm%2F163405041036&swd=3&mplxParams=user_name%2Citm%2Cswd%2Cmpre%2C&sojTags=du%3Dmpre%2Citm%3Ditm%2Cuser_name%3Duser_name%2Csuri%3Dsuri%2Cspid%3Dspid%2Cswd%3Dswd%2C

Top URLs in Tweet in G7:
[1] https://www.instagram.com/p/Bqy0BrABafp/?utm_source=ig_share_sheet&igshid=1j8dx2337u5bs

Top URLs in Tweet in G8:
[1] https://bit.ly/2NijKM2

Top URLs in Tweet in G9:
[1] https://twitter.com/breastcancernow/status/1068081688725676033

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[858] breastcancerawareness
[279] breastcancer
[50] bcsm
[48] cancer
[25] pink
[25] music
[24] metal
[22] believer
[22] rock
[22] tshirts



Top Hashtags in Tweet in G1:
[18] breastcancerawareness
[3] win
[2] drinkpink
[1] pinkribbon
[1] support
[1] dogood
[1] tynant
[1] teamprf

Top Hashtags in Tweet in G2:
[310] breastcancerawareness
[89] breastcancer
[24] cancer
[11] earlydetection
[10] mammograms
[10] cancersucks
[9] breastcancersurvivor
[9] cancerawareness
[9] month
[9] timeforchange

Top Hashtags in Tweet in G3:
[53] breastcancerawareness
[33] bcsm
[33] breastcancer
[12] mastectomy
[3] 1in8
[2] findingsolutions
[2] cushionthefight
[1] october
[1] patioworldgoespink
[1] bcrf

Top Hashtags in Tweet in G4:
[1] kind
[1] request
[1] mothers
[1] sisters
[1] paptest
[1] mamography
[1] osteoporosisscreening
[1] bloodpressure
[1] diabetes
[1] screening

Top Hashtags in Tweet in G5:
[4] breastcancerawareness
[1] letsdothistogether

Top Hashtags in Tweet in G6:
[22] believer
[22] breastcancer
[22] breastcancerawareness
[22] music
[22] rock
[22] metal
[22] tshirts
[1] tshirt

Top Hashtags in Tweet in G7:
[18] breastcancerawareness
[1] drzobo

Top Hashtags in Tweet in G8:
[18] breastcancerawareness
[18] rmwp

Top Hashtags in Tweet in G9:
[7] breastcancerawareness
[5] breastcancer
[4] tlc
[2] charity
[2] wearitpink
[2] se1
[1] spinning
[1] exercise
[1] fitness
[1] pinkribbonball

Top Hashtags in Tweet in G10:
[14] breastcancerawareness

Top Words
Top Words in Tweet in Entire Graph:
[2544] Words in Sentiment List#1: Positive
[672] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[31121] Non-categorized Words
[34339] Total Words
[859] breastcancerawareness
[610] s
[547] day
[544] pinkribbonfound
[543] flamingocandles

Top Words in Tweet in G1:
[544] pinkribbonfound
[543] flamingocandles
[540] clarateddy
[527] supporting
[526] brighten
[526] someone
[526] s
[526] day
[526] gorgeous
[526] scented

Top Words in Tweet in G2:
[310] breastcancerawareness
[142] cancer
[112] breast
[90] breastcancer
[52] awareness
[46] pink
[31] shirt
[30] t
[23] s
[19] month

Top Words in Tweet in G3:
[53] breastcancerawareness
[38] breastadvocate
[33] bcsm
[33] breastcancer
[29] signs
[29] symptoms
[29] look
[29] remember
[29] always
[29] lump

Top Words in Tweet in G4:
[2] semicvet50
[2] vladimerantonov
[2] montynishimura
[2] brindusab1
[2] hakflak
[2] bperrionni
[2] ritacobix
[2] amparofashion
[2] papryka5

Top Words in Tweet in G5:
[66] 6
[36] tahira_k
[34] going
[34] through
[33] current
[33] version
[33] dealing
[33] cancer
[33] stage
[33] 1

Top Words in Tweet in G6:
[44] believer
[23] music
[23] rock
[23] metal
[22] breastcancer
[22] breastcancerawareness
[22] tshirts
[22] check
[22] out
[22] women's

Top Words in Tweet in G7:
[18] health
[18] education
[18] lyrical
[18] mexkonceptz
[18] breastcancerawareness
[18] watch
[18] click
[18] here
[18] more
[18] info

Top Words in Tweet in G8:
[18] join
[18] today
[18] support
[18] early
[18] detection
[18] prevention
[18] breastcancerawareness
[18] rmwp
[18] together
[18] fight

Top Words in Tweet in G9:
[7] breastcancerawareness
[6] breastcancer
[6] breastcancernow
[4] know
[4] aware
[4] tlc
[4] touch
[4] look
[4] check
[4] feel

Top Words in Tweet in G10:
[42] share
[14] dont
[14] stop
[14] sharing
[14] help
[14] save
[14] even
[14] one
[14] woman
[14] s

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[526] brighten,someone
[526] someone,s
[526] s,day
[526] day,gorgeous
[526] gorgeous,scented
[526] scented,flamingocandles
[526] supporting,pinkribbonfound
[525] flamingocandles,supporting
[525] pinkribbonfound,follow
[523] clarateddy,brighten

Top Word Pairs in Tweet in G1:
[526] brighten,someone
[526] someone,s
[526] s,day
[526] day,gorgeous
[526] gorgeous,scented
[526] scented,flamingocandles
[526] supporting,pinkribbonfound
[525] flamingocandles,supporting
[525] pinkribbonfound,follow
[523] clarateddy,brighten

Top Word Pairs in Tweet in G2:
[104] breast,cancer
[61] breastcancer,breastcancerawareness
[46] cancer,awareness
[22] t,shirt
[13] breastcancerawareness,month
[11] breastcancerawareness,breastcancer
[9] everyday,breastcancerawareness
[9] month,mammograms
[9] mammograms,earlydetection
[9] earlydetection,saves

Top Word Pairs in Tweet in G3:
[29] signs,symptoms
[29] symptoms,breastcancer
[29] breastcancer,look
[29] look,remember
[29] remember,always
[29] always,lump
[29] lump,bcsm
[29] bcsm,breastcancerawareness
[28] breastadvocate,signs
[28] breastcancerawareness,http

Top Word Pairs in Tweet in G4:
[2] semicvet50,vladimerantonov
[2] vladimerantonov,montynishimura
[2] montynishimura,brindusab1
[2] brindusab1,hakflak
[2] hakflak,bperrionni
[2] bperrionni,ritacobix
[2] ritacobix,amparofashion
[2] amparofashion,papryka5

Top Word Pairs in Tweet in G5:
[34] going,through
[33] current,version
[33] version,dealing
[33] dealing,cancer
[33] cancer,stage
[33] stage,1
[33] 1,going
[33] through,12
[33] 12,sessions
[33] sessions,chemotherapy

Top Word Pairs in Tweet in G6:
[23] rock,metal
[22] believer,breastcancer
[22] breastcancer,breastcancerawareness
[22] breastcancerawareness,music
[22] music,rock
[22] metal,tshirts
[22] tshirts,check
[22] check,out
[22] out,women's
[22] women's,size

Top Word Pairs in Tweet in G7:
[18] health,education
[18] education,lyrical
[18] lyrical,mexkonceptz
[18] mexkonceptz,breastcancerawareness
[18] breastcancerawareness,watch
[18] watch,click
[18] click,here
[18] here,more
[18] more,info
[17] deekachy_md,health

Top Word Pairs in Tweet in G8:
[18] join,today
[18] today,support
[18] support,early
[18] early,detection
[18] detection,prevention
[18] prevention,breastcancerawareness
[18] breastcancerawareness,rmwp
[18] rmwp,together
[18] together,fight
[18] fight,save

Top Word Pairs in Tweet in G9:
[4] know,breastcancer
[4] breastcancer,aware
[4] aware,tlc
[4] tlc,touch
[4] touch,look
[4] look,check
[4] check,feel
[4] feel,see
[4] see,anything
[4] anything,unusual

Top Word Pairs in Tweet in G10:
[28] share,share
[14] share,dont
[14] dont,stop
[14] stop,sharing
[14] sharing,help
[14] help,save
[14] save,even
[14] even,one
[14] one,woman
[14] woman,s

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pinkribbonfound
@flamingocandles
@clarateddy
@breastadvocate
@tahira_k
@pacerappaport
@brexahealth
@mexkonceptz
@deekachy_md
@greene1of5

Top Mentioned in G1:
@pinkribbonfound
@flamingocandles
@clarateddy
@tynantwater
@kimberleyshowe1

Top Mentioned in G2:
@xvixencurlsx
@fingalickngud
@ravenvic
@_tooboss
@cdlhunter

Top Mentioned in G3:
@breastadvocate
@bcrfcure
@susangkomen
@su2c
@everlast_
@flexworkglobal
@mohawkflooring
@the3day
@klcooklab
@genbio

Top Mentioned in G4:
@vladimerantonov
@montynishimura
@brindusab1
@hakflak
@bperrionni
@ritacobix
@amparofashion
@papryka5
@arnabch01
@semicvet50

Top Mentioned in G5:
@tahira_k
@ayushmannk
@fithindi

Top Mentioned in G6:
@pacerappaport
@ebay

Top Mentioned in G7:
@mexkonceptz
@deekachy_md

Top Mentioned in G8:
@greene1of5

Top Mentioned in G9:
@breastcancernow
@futuredreamss
@burngym
@singletonhospit
@wearitpink
@coinstreet

Top Mentioned in G10:
@victoriawiison

Top Tweeters
Top Tweeters in Entire Graph:
@henrirouen
@coventryupdate
@psswstyles
@huskorkut
@charsfavorite
@marionspekker
@bev_metallica
@monicasloves
@nieuwemarlean
@ejlazar

Top Tweeters in G1:
@bev_metallica
@meisafairy
@shonamackie
@rydertracey
@dumplingiow
@_cathyj_
@greigo_uk
@kimberleyshowe1
@boo1003
@aceso84

Top Tweeters in G2:
@nancysknotslace
@wefornews
@mathrubhumi
@_tooboss
@fingalickngud
@viksvintage
@drkdhoffman
@rula_z
@vijaythuse
@j_a_p_s_c_

Top Tweeters in G3:
@mctowers
@3blmedia
@maperez324
@johnoeffinger75
@chigrl13
@nic_mclean
@celestinogutirr
@jackwarner16
@mezamarialorena
@diepflapbreast

Top Tweeters in G4:
@henrirouen
@huskorkut
@marionspekker
@monicasloves
@nieuwemarlean
@ejlazar
@marienassar_
@mhall55nine
@jilliemary
@mojobag4u

Top Tweeters in G5:
@theomkarsethi
@umesh5152
@tufailelif
@kailasofficial1
@autismfather09
@sardikatheend
@mbaudino
@anindita_guha
@ayushswarrior
@quinthindi

Top Tweeters in G6:
@texastwins2004
@indigoace40
@kerrberry77
@ronscynthia
@metalrulestv
@oneretrolady
@crutcher_sarah
@okrogules
@artsnends4
@redworldtoys

Top Tweeters in G7:
@olayinkaadebajo
@elvolante
@deboodulana
@tundevidis
@bukjeg
@deekachy_md
@mizadetoun
@flakydancindoc
@esthernek76
@bobilor

Top Tweeters in G8:
@5141quid
@btysheen
@christinewilla_
@daisy2ehall
@powerful66
@hmcruzr
@sanddollar1313
@sfranklin1926
@rickthomas23
@edcvhf2

Top Tweeters in G9:
@breastcancernow
@lac_portraits
@smile4wales
@erikatreg
@camillakerslake
@kevincooke4
@coinstreet
@futuredreamss
@anammendesp
@kfaconnect

Top Tweeters in G10:
@knewbocas
@joshhsuxx
@victoriawiison
@elvinjohnston
@susannerosell
@srvenus
@robynjaneee_xo
@lostboy628
@alexhenville25
@mariechelsayy