#BreastCancerAwareness, Twitter, 5/16/2019 4:19:40 AM, 196995


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#BreastCancerAwareness_2019-05-15_21-07-31.xlsx
#BreastCancerAwareness_2019-05-15_21-07-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 16, 2019
Short Description:
#BreastCancerAwareness via NodeXL http://bit.ly/2VFVNYa
@haley_crusee
@jassievers
@futuredreamss
@walkthewalk
@bccare
@officalalex_
@coppafeelpeople
@vicderbyshire
@breastcancer
@bcrfcure

Top hashtags:
#breastcancerawareness
#breastcancer
#cancer
#pink
#kentuckyoaks

Description:
Description
The graph represents a network of 2,171 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, 16 May 2019 at 04:08 UTC.

The requested start date was Thursday, 16 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, 5-hour, 14-minute period from Thursday, 02 May 2019 at 00:01 UTC to Wednesday, 15 May 2019 at 05:16 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 : 2171
Unique Edges : 2734
Edges With Duplicates : 485
Total Edges : 3219
Number of Edge Types : 3
Mentions : 2501
Tweet : 643
Replies to : 75
Self-Loops : 643
Reciprocated Vertex Pair Ratio : 0.0233050847457627
Reciprocated Edge Ratio : 0.0455486542443064
Connected Components : 627
Single-Vertex Connected Components : 340
Maximum Vertices in a Connected Component : 295
Maximum Edges in a Connected Component : 588
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.321122
Graph Density : 0.000512622397884132
Modularity : 0.758615
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[45] https://mybook.to/FckOffCancer
[18] https://www.stickymudandbellylaughs.com/2019/02/so-i-found-a-lump-what-to-expect-from-a-breast-screening.html
[13] https://walkthewalk.org/blog/posts/nine-years-of-moonwalks-sandie-shares-story-of-breast-cancer-walk
[12] https://www.abogada.com/donativo/
[6] https://twitter.com/idrownedafish/status/1125151235630346240
[5] https://twitter.com/bccancer/status/1126168694177107968
[4] https://azcentral.secondstreetapp.com/Top-Team-Fan-Vote-2019/gallery/150308421/?fbclid=IwAR2Qt64La_ZhmlP-SxRbOFfj51jAzCXWL-HfR6bcQ2u_DhO5BotrKskQCpU
[4] 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
[4] https://www.healthcentral.com/article/nipple-sparing-mastectomy-safe-for-most-breast-cancer-patients?utm_source=twitter&utm_medium=social&utm_campaign=rss_hc&utm_content=efa88020-9510-48d0-b5aa-445b8fd61afb
[4] https://gf.me/u/mwz4ns

Top URLs in Tweet in G1:
[12] https://www.abogada.com/donativo/
[6] https://twitter.com/idrownedafish/status/1125151235630346240
[4] https://www.divorcio.us/donacion
[4] https://gf.me/u/mwz4ns
[4] 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
[3] http://michigan.info-komen.org/site/TR?fr_id=7762&pg=entry
[3] https://theveteranssite.greatergood.com/clicktogive/bcs/thank-you
[3] https://www.workplacepro.com/S-HBCW?promocode=SM1300
[2] https://calienteresorts.com/
[2] https://www.1800beisbol.com/donaciones/

Top URLs in Tweet in G3:
[2] https://www.instagram.com/merlynshowering/
[1] http://www.pinkribbonfoundation.org.uk/make-a-donation/
[1] https://twitter.com/pinkribbonfound/status/1125482165880463362
[1] https://www.youtube.com/watch?v=_DMwI6T_tCc&feature=youtu.be

[1] https://coppafeel.org/remind-me/remind-me-sms/
[1] https://twitter.com/theboobettes/status/1123983514867728396
[1] https://twitter.com/chellemel47/status/1126023918354141185
[1] https://twitter.com/ashleybanjo/status/1125875934723231746

Top URLs in Tweet in G4:
[4] https://www.healthcentral.com/article/nipple-sparing-mastectomy-safe-for-most-breast-cancer-patients?utm_source=twitter&utm_medium=social&utm_campaign=rss_hc&utm_content=efa88020-9510-48d0-b5aa-445b8fd61afb
[4] https://www.healthcentral.com/article/surviving-breast-cancer-and-motherhood?utm_source=twitter&utm_medium=social&utm_campaign=rss_hc&utm_content=971493a7-e501-4093-92ae-592a2ac87041
[4] https://www.gofundme.com/secondary-breast-cancer-will-not-beat-us
[3] http://www.open.ac.uk/about/women-at-ou/node/44
[3] https://www.gofundme.com/rahsandas-breast-cancer-relief-fund?utm_medium=social&utm_source=twitter&utm_campaign=p_na+share-sheet&pc_code=tw_co_dashboard_a&rcid=9570b13c99cd414eb41d53f4597884ca
[2] https://www.virginmoneylondonmarathon.com/en-gb/how-to-enter/ballot-entry/
[1] https://www.healthcentral.com/slideshow/summertime-tips-for-breast-cancer-survivors?utm_source=twitter&utm_medium=social&utm_campaign=rss_hc&utm_content=2aabe8fa-3e94-4876-a7ca-21731ee7a848
[1] http://breastcancer.org/?utm_source=twitter&utm_medium=social&utm_campaign=rss_hc&utm_content=2aabe8fa-3e94-4876-a7ca-21731ee7a848
[1] https://www.healthcentral.com/slideshow/metastatic-breast-cancer-warning-signs?utm_source=twitter&utm_medium=social&utm_campaign=rss_hc&utm_content=cdc6cb51-1ad3-4600-bfcc-1a7b69110658
[1] https://girlvscancer.co.uk/product/chiquita-banana-tit-tee/

Top URLs in Tweet in G6:
[13] https://walkthewalk.org/blog/posts/nine-years-of-moonwalks-sandie-shares-story-of-breast-cancer-walk
[1] https://twitter.com/MyClaphamApp/status/1125816001940152320
[1] https://twitter.com/WalktheWalk/status/1126909922095058945
[1] https://twitter.com/WalktheWalk/status/1128351865111023616
[1] https://twitter.com/karenvickers19/status/1127954949760008193
[1] https://twitter.com/WalktheWalk/status/1125098341044559873
[1] https://trib.al/hBit3gi
[1] https://trib.al/fDnmWk8
[1] https://trib.al/MKU59gt
[1] https://moonwalklondon2019.everydayhero.com/uk/fitpro-flamingos

Top URLs in Tweet in G7:
[1] https://www.gofundme.com/cancer-payments-amp-supplies?utm_medium=copy_link&utm_source=customer&utm_campaign=p_na+share-sheet&rcid=ca72d1f87c3c4b79af48088920f02302
[1] https://www.painnewsnetwork.org/stories/2019/5/3/cancer-patients-rite-aid-video-goes-viral-nbspnbsp

Top URLs in Tweet in G9:
[1] https://www.instagram.com/p/BxWSjz6AMe3/?utm_source=ig_twitter_share&igshid=vhjhwvp79nb1
[1] https://www.youtube.com/watch?v=sAgUyMDNd7A&feature=youtu.be

[1] https://twitter.com/CBSNews/status/1124513624716992512

Top URLs in Tweet in G10:
[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
[1] http://www.info-komen.org/site/TR?fr_id=7512&pg=personal&px=25147784

Top Domains
Top Domains in Tweet in Entire Graph:
[99] twitter.com
[96] instagram.com
[45] mybook.to
[25] ebay.com
[18] stickymudandbellylaughs.com
[17] youtube.com
[16] etsy.com
[14] gofundme.com
[13] walkthewalk.org
[12] abogada.com

Top Domains in Tweet in G1:
[75] instagram.com
[41] twitter.com
[16] ebay.com
[12] abogada.com
[8] google.com
[6] facebook.com
[6] etsy.com
[6] politicsandfashionblog.com
[5] avon.com
[5] youtube.com

Top Domains in Tweet in G3:
[4] twitter.com
[2] instagram.com
[1] org.uk
[1] youtube.com
[1] coppafeel.org

Top Domains in Tweet in G4:
[10] healthcentral.com
[10] gofundme.com
[3] twitter.com
[3] ac.uk
[2] virginmoneylondonmarathon.com
[2] youtube.com
[1] breastcancer.org
[1] co.uk
[1] ancan.org

Top Domains in Tweet in G6:
[13] walkthewalk.org
[5] twitter.com
[4] everydayhero.com
[3] trib.al
[2] instagram.com
[1] youtube.com

Top Domains in Tweet in G7:
[1] gofundme.com
[1] painnewsnetwork.org

Top Domains in Tweet in G9:
[1] instagram.com
[1] youtube.com
[1] twitter.com

Top Domains in Tweet in G10:
[2] instagram.com
[2] info-komen.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1566] breastcancerawareness
[314] breastcancer
[209] cancer
[93] pink
[79] kentuckyoaks
[67] frankolive
[58] breastcancersurvivor
[48] cancerfree
[44] survivor
[36] mothersday



Top Hashtags in Tweet in G1:
[429] breastcancerawareness
[131] breastcancer
[69] cancer
[24] cancersucks
[22] mothersday
[16] breastcancersurvivor
[15] mamas
[15] pink
[14] cancerawareness
[14] donate

Top Hashtags in Tweet in G2:
[295] breastcancerawareness

Top Hashtags in Tweet in G3:
[55] breastcancerawareness
[10] allnewmonty
[9] coppafeel
[8] charity
[8] breastcancer
[6] makelondonsuper
[6] teamprf
[6] checkyourboobs
[5] shoot4pink
[5] netball

Top Hashtags in Tweet in G4:
[45] breastcancerawareness
[19] breastcancer
[13] cancer
[7] gofundme
[4] savethenips
[4] fundraising
[4] got
[4] cancerresearch
[3] donate
[2] wednesdaywisdom

Top Hashtags in Tweet in G5:
[71] kentuckyoaks
[71] breastcancerawareness
[67] frankolive
[67] pink
[1] ms
[1] survivors
[1] inspiring
[1] strength
[1] determination
[1] pinkeverywhere

Top Hashtags in Tweet in G6:
[55] breastcancerawareness
[19] moonwalklondon
[16] moonwalkscot
[14] moonwalk
[7] moonwalklondon2019
[7] walkthewalk
[7] london
[5] charity
[5] volunteers
[4] mengetbreastcancertoo

Top Hashtags in Tweet in G7:
[34] cancer
[33] opioid
[33] riteaid
[6] breastcancerawareness
[2] primaxpinkwarriors
[2] breastcancer
[1] developers
[1] fundraising
[1] pink
[1] hardhat

Top Hashtags in Tweet in G8:
[45] cancerfree
[1] breastcancerawareness

Top Hashtags in Tweet in G9:
[12] breastcancerawareness
[2] bcna
[2] afldeeshawks
[2] facebook
[2] nudity
[1] breastfriends
[1] showusyabuns
[1] getyabunsout
[1] fuckcancer
[1] pinksocks

Top Hashtags in Tweet in G10:
[17] breastcancerawareness
[4] breastcancer
[3] detroit
[3] clarkcounty
[2] raceforthecure
[2] mlb
[2] phd
[2] findacure
[2] plasticsurgery
[1] cancersurvivor

Top Words
Top Words in Tweet in Entire Graph:
[2030] Words in Sentiment List#1: Positive
[1109] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[36807] Non-categorized Words
[39948] Total Words
[1565] #breastcancerawareness
[471] cancer
[414] breast
[319] #breastcancer
[295] surprise

Top Words in Tweet in G1:
[428] #breastcancerawareness
[154] cancer
[130] breast
[129] #breastcancer
[69] #cancer
[41] s
[40] day
[36] awareness
[36] pink
[31] 1

Top Words in Tweet in G2:
[295] surprise
[295] jassievers
[295] #breastcancerawareness
[294] haley_crusee

Top Words in Tweet in G3:
[55] #breastcancerawareness
[21] pinkribbonfound
[19] nolancoleen
[15] coppafeelpeople
[12] vicderbyshire
[11] pulse_netball
[11] up
[11] ladies
[11] daniarmstrong88
[11] martina

Top Words in Tweet in G4:
[45] #breastcancerawareness
[21] breastcancer
[19] #breastcancer
[16] each
[14] cancer
[13] keep
[13] #cancer
[12] breast
[12] gofundme
[10] symptoms

Top Words in Tweet in G5:
[73] churchilldowns
[71] #kentuckyoaks
[71] #breastcancerawareness
[69] hat
[69] kentuckyderby
[68] janicedean
[67] #frankolive
[67] #pink
[4] proud
[4] pink

Top Words in Tweet in G6:
[66] walkthewalk
[55] #breastcancerawareness
[21] best
[19] #moonwalklondon
[19] cancer
[19] daughters
[18] breast
[16] sponsored
[16] moonwalker
[16] lost

Top Words in Tweet in G7:
[34] #cancer
[33] patient
[33] april
[33] doyle
[33] tired
[33] runaround
[33] whenever
[33] tried
[33] fill
[33] #opioid

Top Words in Tweet in G8:
[45] phone
[45] call
[45] waiting
[45] wish
[45] ma
[45] dukes
[45] finally
[45] #cancerfree
[45] grateful
[45] early

Top Words in Tweet in G9:
[16] bcnapinklady
[13] pink
[12] #breastcancerawareness
[12] support
[12] mcg
[12] melbournefc
[11] today
[10] please
[10] lady
[10] match

Top Words in Tweet in G10:
[17] #breastcancerawareness
[15] susangkomen
[10] day
[8] mlb
[7] race
[6] team
[6] cure
[6] pink
[4] rayscommunity
[4] raysbaseball

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[360] breast,cancer
[295] surprise,jassievers
[295] jassievers,#breastcancerawareness
[294] haley_crusee,surprise
[129] #breastcancer,#breastcancerawareness
[71] #pink,#breastcancerawareness
[69] kentuckyderby,churchilldowns
[67] hat,#frankolive
[67] #frankolive,kentuckyderby
[67] churchilldowns,#kentuckyoaks

Top Word Pairs in Tweet in G1:
[117] breast,cancer
[49] #breastcancer,#breastcancerawareness
[33] #breastcancerawareness,#breastcancer
[27] cancer,awareness
[17] tel,1
[15] #cancer,#breastcancerawareness
[15] mother,s
[15] s,day
[13] 1,833
[13] #breastcancerawareness,#cancer

Top Word Pairs in Tweet in G2:
[295] surprise,jassievers
[295] jassievers,#breastcancerawareness
[294] haley_crusee,surprise

Top Word Pairs in Tweet in G3:
[7] keen,harness
[7] partnering,up
[7] up,renowned
[6] friend,clarebalding
[6] clarebalding,gave
[6] gave,verdict
[6] verdict,charity
[6] charity,netball
[6] netball,match
[6] match,shoot4pink

Top Word Pairs in Tweet in G4:
[12] breast,cancer
[9] key,areas
[9] areas,keep
[9] keep,eye
[9] eye,symptoms
[9] symptoms,watch
[9] watch,each
[9] each,area
[9] area,bones
[9] bones,liver

Top Word Pairs in Tweet in G5:
[69] kentuckyderby,churchilldowns
[67] hat,#frankolive
[67] #frankolive,kentuckyderby
[67] churchilldowns,#kentuckyoaks
[67] #kentuckyoaks,#pink
[67] #pink,#breastcancerawareness
[66] janicedean,hat
[3] delighted,sap
[3] sap,alumn
[3] alumn,legend

Top Word Pairs in Tweet in G6:
[18] breast,cancer
[16] sponsored,moonwalker
[16] lost,best
[16] best,friend
[16] friend,breast
[16] cancer,decided
[16] decided,walkthewalk
[16] walkthewalk,daughters
[16] daughters,#breastcancerawareness
[16] #breastcancerawareness,read

Top Word Pairs in Tweet in G7:
[33] #cancer,patient
[33] patient,april
[33] april,doyle
[33] doyle,tired
[33] tired,runaround
[33] runaround,whenever
[33] whenever,tried
[33] tried,fill
[33] fill,#opioid
[33] #opioid,prescription

Top Word Pairs in Tweet in G8:
[45] phone,call
[45] call,waiting
[45] waiting,wish
[45] wish,ma
[45] ma,dukes
[45] dukes,finally
[45] finally,#cancerfree
[45] #cancerfree,grateful
[45] grateful,early
[44] joe_johnson_29,phone

Top Word Pairs in Tweet in G9:
[10] please,support
[10] support,pink
[10] pink,lady
[10] lady,match
[10] match,bcnapinklady
[10] bcnapinklady,mcg
[10] mcg,today
[10] today,between
[10] between,melbournefc
[10] melbournefc,hawthornfc

Top Word Pairs in Tweet in G10:
[6] race,cure
[4] rayscommunity,mlb
[3] last,saturday
[3] susangkomen,race
[3] getting,ready
[3] ready,susangkomen
[3] susangkomen,#detroit
[3] #detroit,#breastcancerawareness
[3] 7,2019
[3] 2019,susangkomen

Top Replied-To
Top Replied-To in Entire Graph:
@walkthewalk
@mohfw_india
@ashleybanjo
@itv
@themontyarmy
@vicderbyshire
@jetlinxaviation
@janicedean
@wizkhalifa
@nancyspoint

Top Replied-To in G3:
@ashleybanjo
@itv
@themontyarmy
@vicderbyshire
@pinkribbonfound
@colinmcfarlane
@nolancoleen
@victorgilrm
@jamajestical
@martina

Top Replied-To in G4:
@bccare
@chrisyoungmusic
@breastcancernow

Top Replied-To in G5:
@janicedean

Top Replied-To in G6:
@walkthewalk
@hazellhd
@sarahclementshr
@jordanswhippets
@forthone

Top Replied-To in G9:
@bcnapinklady
@facebook
@seidojuku1980
@bakersdelight

Top Replied-To in G10:
@rayscommunity
@mlb
@premierpowerm

Top Mentioned
Top Mentioned in Entire Graph:
@jassievers
@haley_crusee
@churchilldowns
@kentuckyderby
@janicedean
@walkthewalk
@linbrossimurphy
@joe_johnson_29
@painnewsnetwork
@breastcancer

Top Mentioned in G1:
@nanceesamson
@rabito_clinic
@janerikaowens
@customhustle
@emilycarrss

Top Mentioned in G2:
@jassievers
@haley_crusee

Top Mentioned in G3:
@pinkribbonfound
@nolancoleen
@coppafeelpeople
@pulse_netball
@daniarmstrong88
@lauriebrettx
@vicderbyshire
@ashleybanjo
@martina
@itv

Top Mentioned in G4:
@breastcancer
@futuredreamss
@bccare
@gofundme
@breastcancernow
@breastcancerorg
@nichola_m
@coppafeelpeople
@londonmarathon
@bcsc

Top Mentioned in G5:
@churchilldowns
@kentuckyderby
@janicedean
@sap
@el_pecko

Top Mentioned in G6:
@walkthewalk
@tfl
@thehuntley
@michelle_amooty
@emphasisltd
@pennybrohnuk
@gabyroslin
@escaclapham
@shrewsburyhigh
@magicfm

Top Mentioned in G7:
@painnewsnetwork
@americancancer
@baptisthealthsf
@brstlssbeauty
@roxynbc6
@laurarenegarppw
@stridesclt
@fox13news
@bn9
@cdcdirector

Top Mentioned in G8:
@joe_johnson_29

Top Mentioned in G9:
@bcnapinklady
@melbournefc
@mcg
@hawthornfc
@quartermain10
@bakersdelight
@facebook
@lucyspeach
@tonygough
@richmondcentral

Top Mentioned in G10:
@susangkomen
@mlb
@commishjgibson
@komennevada
@raysbaseball
@deannalites
@clarkcountynv
@emoryepi
@dobrogrammie1
@rayscommunity

Top Tweeters
Top Tweeters in Entire Graph:
@psswstyles
@lopezgovlaw
@virgintrains
@delta
@gidi_traffic
@teshawnedmonds
@chidambara09
@httweets
@flyrts
@walmart

Top Tweeters in G1:
@psswstyles
@harleenas
@sprnch
@dewente69
@simonekali
@healthguide911
@dt_next
@jproph
@dawnka
@_1bornhustler

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

Top Tweeters in G3:
@clarateddy
@martina
@debbie1171
@lfc
@kdpep64
@clarebalding
@itv
@championsleague
@wonderwomanshel
@mandysellars36

Top Tweeters in G4:
@kumar_ranjeet
@bccww
@cr_uk
@breastcancernow
@liz_oriordan
@inspirationwise
@macmillancancer
@mayoclinic
@wegohealth
@li

Top Tweeters in G5:
@teshawnedmonds
@mccraw_birkie5
@johng500
@850sunny
@ruperthucks
@michaelsolakiew
@efrazier512
@runionw
@atlantapoprock
@channie_55

Top Tweeters in G6:
@virgintrains
@thescotsman
@riverm_hathaway
@edinburghpaper
@absoluteradio
@tfl
@forthone
@magicfm
@sarajcox
@thehuntley

Top Tweeters in G7:
@fox13news
@marebarpatriot
@bn9
@elianok10
@durancevile
@truesouthern91
@mary86802059
@marlonahill
@steveconniewood
@forgrace

Top Tweeters in G8:
@beyoncebrown22
@tysosaucy23
@traiijohnson
@big_surg
@realastrokidd
@amaiyah8
@ramseymckenna
@batisteisiah
@kash0utk_
@eh15__

Top Tweeters in G9:
@sunriseon7
@banthebbc
@hawthornfc
@melbournefc
@mcg
@fitfantastic1
@demonchessa
@michael_delaney
@bridie_od
@jdestoop80_fox

Top Tweeters in G10:
@mlb
@mariners
@dodgers
@zacheclark
@redsox
@cubs
@raysbaseball
@brewers
@clarkcountynv
@mikejanssenwx