Skincancer, Twitter, 6/11/2021 12:16:28 AM, 256647


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Skincancer_2021-06-10_17-11-49.xlsx
Skincancer_2021-06-10_17-11-49.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 11, 2021
Short Description:
Skincancer via NodeXL https://bit.ly/3cxQqAB
@skincancerorg
@seiji_redmars
@melanomaaction
@melanomauk
@paulnghiem
@asco
@drbenwiese
@maxvalemd
@dermatologyuw
@gonzo_30531

Top hashtags:
#skincancer
#melanoma
#cancer
#skin
#skincare
#dermatology
#sunscreen

Description:
Description
The graph represents a network of 606 Twitter users whose recent tweets contained "Skincancer", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 11 June 2021 at 00:14 UTC.

The tweets in the network were tweeted over the 8-day, 2-hour, 6-minute period from Wednesday, 02 June 2021 at 21:54 UTC to Friday, 11 June 2021 at 00:00 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 : 606
Unique Edges : 637
Edges With Duplicates : 232
Total Edges : 869
Number of Edge Types : 5
Retweet : 281
MentionsInRetweet : 162
Mentions : 158
Tweet : 247
Replies to : 21
Self-Loops : 253
Reciprocated Vertex Pair Ratio : 0.0400763358778626
Reciprocated Edge Ratio : 0.0770642201834862
Connected Components : 218
Single-Vertex Connected Components : 121
Maximum Vertices in a Connected Component : 70
Maximum Edges in a Connected Component : 165
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.160065
Graph Density : 0.0014865122875924
Modularity : 0.684072
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 606 Twitter users whose recent tweets contained "Skincancer", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 11 June 2021 at 00:14 UTC.

The tweets in the network were tweeted over the 8-day, 2-hour, 6-minute period from Wednesday, 02 June 2021 at 21:54 UTC to Friday, 11 June 2021 at 00:00 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 : TwitterSearch
Graph Term : Skincancer
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:
[24] https://authorsherrymorris.blogspot.com/2019/11/melanoma.html
[13] https://onlinelibrary.wiley.com/doi/abs/10.1111/bjd.20427?campaign=wolearlyview&cookieSet=1
[12] https://www.cdc.gov/niosh/topics/sunexposure/default.html
[10] https://www.prevention.com/health/health-conditions/g24231744/health-symptoms-you-should-never-ignore/
[10] https://www.iefimerida.gr/ygeia/thessaloniki-dorean-exetaseis-karkinos-dermatos
[10] https://ballstocancer.net/skin-cancer
[9] https://www.melanomauk.org.uk/Pages/Category/skin-check
[9] https://twitter.com/albicvre/status/1402313927401295873
[8] https://www.internetbusinessideas-viralmarketing.com/skin-cancer.html
[8] https://pressofatlanticcity.com/lifestyles/health-med-fit/some-important-steps-to-help-you-prevent-skin-cancer/article_281a0088-c181-11eb-a59e-5704c6ee050a.html

Top URLs in Tweet in G1:
[10] https://www.prevention.com/health/health-conditions/g24231744/health-symptoms-you-should-never-ignore/
[2] https://www.skincancer.org/skin-cancer-information/
[2] https://focus.masseyeandear.org/immunotherapy-the-next-frontier-of-skin-cancer-treatment/?utm_campaign=coschedule&utm_source=twitter&utm_medium=MassEyeAndEar
[2] https://highlatitudestyle.com/coolibar-sunprotection-review/
[2] https://traffic.libsyn.com/stayingyoung2/medicalminute113017.mp3
[2] https://medium.com/beingwell/shade-as-a-medical-necessity-in-a-world-of-sun-induced-skin-cancers-29c39b77be03
[1] https://www.skincancer.org/risk-factors/tanning/
[1] https://twitter.com/medscapelive/status/1400060382853713925
[1] https://www.emrindustry.com/china-oncology-drugs-market-to-show-startling-growth-during-forecast-period-2021-2026/
[1] https://www.sandtonplasticsurgery.co.za/2021/skin-growths-mole-removal-dont-wait-for-the-pandemic-to-end/

Top URLs in Tweet in G2:
[24] https://authorsherrymorris.blogspot.com/2019/11/melanoma.html
[8] https://pressofatlanticcity.com/lifestyles/health-med-fit/some-important-steps-to-help-you-prevent-skin-cancer/article_281a0088-c181-11eb-a59e-5704c6ee050a.html

Top URLs in Tweet in G3:
[5] https://www.skincancer.org/risk-factors/sunburn/
[5] https://www.skincancer.org/skin-cancer-prevention/sun-protection/sunscreen/
[3] https://www.skincancer.org/blog/surprising-danger-planes-trains-automobiles/
[3] https://www.skincancer.org/skin-cancer-information/squamous-cell-carcinoma
[3] https://www.skincancer.org/blog/ask-the-expert-do-i-have-to-wear-sunscreen-under-my-mask/
[3] https://www.skincancer.org/blog/bringing-up-a-sun-safe-baby/
[3] https://www.skincancer.org/blog/research-reaches-higher-planting-the-seeds-part-2/
[2] https://www.skincancer.org/early-detection/self-exams/
[1] http://www.skincancer.org/treatment-resources/find-a-dermatologist/
[1] https://www.skincancer.org/blog/ask-the-expert-can-a-tattoo-increase-skin-cancer-risk/?utm_source=SCFSocial&utm_medium=social&utm_campaign=tattoo

Top URLs in Tweet in G4:
[2] https://www.firstwordhealthtech.com/story/5321453
[2] https://twitter.com/PARFoundation/status/1402801178568642562
[2] https://twitter.com/UQMedicine/status/1402118272254812160

Top URLs in Tweet in G5:
[9] https://twitter.com/albicvre/status/1402313927401295873

Top URLs in Tweet in G6:
[4] https://www.youtube.com/watch?v=9oRPOmFUpHk&t=0s

[2] https://www.melanomanetwork.ca/event/caregiver-support-group-3/
[2] https://www.everydayhealth.com/skin-beauty/places-youre-not-applying-enough-sunscreen/
[2] https://register.gotowebinar.com/register/6222458873870609932
[1] https://www.melanomauk.org.uk/Pages/Category/skin-check
[1] https://www.skincancer.org/skin-cancer-information/squamous-cell-carcinoma
[1] https://www.skincancer.org/blog/ask-the-expert-do-i-have-to-wear-sunscreen-under-my-mask/
[1] https://www.skincancer.org/blog/building-your-skin-cancer-team/
[1] https://www.skincancer.org/risk-factors/sunburn/
[1] https://www.skincancer.org/blog/bringing-up-a-sun-safe-baby/

Top URLs in Tweet in G7:
[13] https://onlinelibrary.wiley.com/doi/abs/10.1111/bjd.20427?campaign=wolearlyview&cookieSet=1

Top URLs in Tweet in G8:
[3] https://www.vjoncology.com/video/y2mwisa2cg-lifileucel-in-advanced-melanoma/
[2] https://www.seattlecca.org/conference/asco-2021#session-15578
[1] https://www.skincancer.org/skin-cancer-prevention/sun-protection/sunscreen/
[1] https://careers-scca.icims.com/jobs/19366/nurse-manager---women%27s-center-%28breast-oncology%2c-breast-health%2c-gyn%29%2c-surgical-endo-skin/job

Top URLs in Tweet in G9:
[8] https://www.melanomauk.org.uk/Pages/Category/skin-check
[3] https://www.ukhealthradio.com/blog/episode/keep-yourself-safe-from-the-suns-harmful-rays-with-stylish-and-protective-clothing-also-check-out-moles-to-see-if-they-are-dangerous-with-an-app-plus-a-little-market-research/

Top URLs in Tweet in G10:
[12] https://www.cdc.gov/niosh/topics/sunexposure/default.html

Top Domains
Top Domains in Tweet in Entire Graph:
[67] skincancer.org
[30] cdc.gov
[24] blogspot.com
[23] twitter.com
[13] wiley.com
[11] prevention.com
[10] iefimerida.gr
[10] ballstocancer.net
[9] youtube.com
[9] org.uk

Top Domains in Tweet in G1:
[10] skincancer.org
[10] prevention.com
[6] cdc.gov
[3] co.uk
[3] youtube.com
[2] twitter.com
[2] masseyeandear.org
[2] dermatologytimes.com
[2] drbaileyskincare.com
[2] healthline.com

Top Domains in Tweet in G2:
[24] blogspot.com
[8] pressofatlanticcity.com

Top Domains in Tweet in G3:
[33] skincancer.org

Top Domains in Tweet in G4:
[4] twitter.com
[2] firstwordhealthtech.com

Top Domains in Tweet in G5:
[9] twitter.com

Top Domains in Tweet in G6:
[7] skincancer.org
[5] youtube.com
[2] melanomanetwork.ca
[2] everydayhealth.com
[2] gotowebinar.com
[1] org.uk
[1] ctvnews.ca
[1] aedit.com
[1] crowdchange.ca
[1] givengain.com

Top Domains in Tweet in G7:
[13] wiley.com

Top Domains in Tweet in G8:
[3] vjoncology.com
[2] seattlecca.org
[1] skincancer.org
[1] icims.com

Top Domains in Tweet in G9:
[8] org.uk
[3] ukhealthradio.com

Top Domains in Tweet in G10:
[12] cdc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[539] skincancer
[94] melanoma
[62] cancer
[43] skin
[37] skincare
[37] dermatology
[35] sunscreen
[31] skincancerawareness
[30] albinsm
[24] sunsafety



Top Hashtags in Tweet in G1:
[124] skincancer
[18] sunscreen
[13] skincare
[11] melanoma
[10] cancer
[10] dermatology
[9] sunsafety
[9] heatwave
[7] skincancerawareness
[7] skin

Top Hashtags in Tweet in G2:
[32] skincancer
[8] hello
[8] sunshine
[8] warm
[8] weather
[8] feels
[8] reading
[8] porch
[8] water
[8] gardening

Top Hashtags in Tweet in G3:
[6] skincancer
[3] thisisskincancer
[3] skincancerawarenessmonth
[2] melanoma
[2] protip
[2] davelackie
[2] sunprotection
[2] skincare
[2] sunblock
[2] skincaretips

Top Hashtags in Tweet in G4:
[11] skincancer
[6] lungcancer
[4] melanoma
[2] webinar
[2] oncology
[2] cancers
[2] med
[2] nursing
[2] oncol
[2] health

Top Hashtags in Tweet in G5:
[30] albinsm
[30] skincancer
[9] awareness
[5] albicvreforcameroun

Top Hashtags in Tweet in G6:
[38] skincancer
[16] melanoma
[10] melanomaawareness
[6] usa
[5] skin
[5] basalcellcarcinomas
[4] cancer
[3] melanomamonday
[3] dermatologist
[3] sunscreen

Top Hashtags in Tweet in G7:
[14] dermatology
[14] skincancer
[1] melanoma
[1] dermatologia
[1] cancerdepiel

Top Hashtags in Tweet in G8:
[15] skincancer
[8] melanoma
[8] asco21
[6] skcsm
[5] dermatology
[5] grandrounds
[5] caffeine
[5] coffee
[5] nmsc
[5] melsm

Top Hashtags in Tweet in G9:
[11] skincancer
[8] checkyourskin
[8] melanomahunt
[8] skincare
[8] dermatologist
[8] skin
[8] healthyskin
[8] doctor
[8] derm
[8] spf

Top Hashtags in Tweet in G10:
[12] construction
[12] skincancer
[12] besunsafe

Top Words
Top Words in Tweet in Entire Graph:
[546] #skincancer
[276] skin
[151] cancer
[141] sun
[100] more
[98] #melanoma
[78] risk
[76] sunscreen
[63] #cancer
[57] one

Top Words in Tweet in G1:
[124] #skincancer
[77] skin
[44] cancer
[30] sun
[18] protect
[18] #sunscreen
[13] sunscreen
[13] #skincare
[12] rays
[12] summer

Top Words in Tweet in G2:
[40] whole
[32] #skincancer
[24] biopsy
[20] results
[20] back
[20] moles
[20] cancerous
[20] hooray
[20] update
[20] blog

Top Words in Tweet in G3:
[18] skin
[13] sunscreen
[12] one
[11] protection
[10] peel
[10] skincancerorg
[8] first
[8] use
[7] yourself
[7] spf

Top Words in Tweet in G4:
[12] #skincancer
[6] #lungcancer
[4] today
[4] profgabbelz
[4] trials
[4] #melanoma
[2] thank
[2] everyone
[2] joined
[2] live

Top Words in Tweet in G5:
[30] #albinsm
[30] #skincancer
[25] damasse
[22] jeune
[20] part
[17] story
[16] albicare
[16] cameroon
[16] vopaca
[14] histoire

Top Words in Tweet in G6:
[39] #skincancer
[18] skin
[17] #melanoma
[16] cancer
[16] bcc
[14] sun
[13] one
[13] sunscreen
[11] more
[11] within

Top Words in Tweet in G7:
[14] brjdermatol
[14] #dermatology
[14] #skincancer
[13] melanoma
[13] pathology
[13] approaches
[13] classification
[13] #dermatologia
[13] #cancerdepiel

Top Words in Tweet in G8:
[15] #skincancer
[12] cancer
[10] skin
[8] #melanoma
[8] #asco21
[8] asco
[6] vjoncology
[6] oncoalert
[6] #skcsm
[5] feeling

Top Words in Tweet in G9:
[11] check
[11] #skincancer
[8] know
[8] someone
[8] loves
[8] sunbathe
[8] spent
[8] time
[8] tanning
[8] beds

Top Words in Tweet in G10:
[12] outdoor
[12] workers
[12] including
[12] those
[12] #construction
[12] agriculture
[12] landscaping
[12] risk
[12] sunburn
[12] #skincancer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[118] skin,cancer
[22] #skincancer,#albinsm
[21] #skincancer,#melanoma
[21] body,skin
[21] skin,exam
[20] biopsy,results
[20] results,back
[20] back,moles
[20] moles,cancerous
[20] cancerous,hooray

Top Word Pairs in Tweet in G1:
[35] skin,cancer
[10] health,symptoms
[7] protect,skin
[7] see,doctor
[5] uv,rays
[5] sun,cream
[5] #skincancer,#sunsafety
[5] insatiable,thirst
[5] thirst,loss
[5] loss,appetite

Top Word Pairs in Tweet in G2:
[20] biopsy,results
[20] results,back
[20] back,moles
[20] moles,cancerous
[20] cancerous,hooray
[20] hooray,update
[20] update,#skincancer
[20] #skincancer,blog
[20] blog,whole
[20] whole,saga

Top Word Pairs in Tweet in G3:
[6] broad,spectrum
[6] spf,30
[6] 30,higher
[5] sunburn,skin
[5] skin,start
[5] start,peel
[5] peel,sign
[5] sign,body
[5] body,trying
[5] trying,rid

Top Word Pairs in Tweet in G4:
[4] #lungcancer,#skincancer
[2] thank,everyone
[2] everyone,joined
[2] joined,live
[2] live,last
[2] last,#webinar
[2] #webinar,#oncology
[2] #oncology,update
[2] update,part
[2] part,lung

Top Word Pairs in Tweet in G5:
[22] #skincancer,#albinsm
[17] damasse,story
[17] story,part
[16] albicare,cameroon
[16] cameroon,vopaca
[13] ces,prochains
[13] prochains,jours
[13] jours,ferons
[13] ferons,focus
[13] focus,jeune

Top Word Pairs in Tweet in G6:
[12] skin,cancer
[11] #melanomaawareness,#skincancer
[10] bcc,within
[8] basal,cell
[8] cell,carcinoma
[6] #skincancer,#melanoma
[5] having,basal
[5] carcinoma,puts
[5] puts,risk
[5] risk,developing

Top Word Pairs in Tweet in G7:
[13] melanoma,pathology
[13] pathology,approaches
[13] approaches,classification
[13] classification,brjdermatol
[13] brjdermatol,#dermatology
[13] #dermatology,#skincancer
[13] #skincancer,#dermatologia
[13] #dermatologia,#cancerdepiel

Top Word Pairs in Tweet in G8:
[10] skin,cancer
[6] asco,oncoalert
[6] oncoalert,#skincancer
[5] feeling,better
[5] better,extra
[5] extra,cup
[5] cup,morning
[5] morning,caffeine
[5] caffeine,prevents
[5] prevents,skin

Top Word Pairs in Tweet in G9:
[8] know,someone
[8] someone,loves
[8] loves,sunbathe
[8] sunbathe,spent
[8] spent,time
[8] time,tanning
[8] tanning,beds
[8] beds,share
[8] share,skin
[8] skin,check

Top Word Pairs in Tweet in G10:
[12] outdoor,workers
[12] workers,including
[12] including,those
[12] those,#construction
[12] #construction,agriculture
[12] agriculture,landscaping
[12] landscaping,risk
[12] risk,sunburn
[12] sunburn,#skincancer
[12] #skincancer,train

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@brjdermatol
@skincancerorg
@iefimerida
@charlesfrize
@asco
@vjoncology
@oncoalert
@cdcgov
@uiowa
@dermatologyuw

Top Mentioned in G1:
@masseyeandear

Top Mentioned in G3:
@skincancerorg
@skincancerprev
@skincancercheck
@skincancerinfo
@cdnskincancerfd
@kayalderm

Top Mentioned in G4:
@profgabbelz
@parfoundation
@svporceddu
@obyrnekj
@hpsoyer
@thestarklab
@quan_nguyen_uq
@chinwee10
@fer_nk_nando
@k_renfreeshort

Top Mentioned in G6:
@kerrywashington
@aadskin
@skincancerorg
@ctvedmonton
@pomplamoose
@impactmelanoma

Top Mentioned in G7:
@brjdermatol
@julianconejomir
@ucsf

Top Mentioned in G8:
@asco
@vjoncology
@oncoalert
@dermatologyuw
@royalmarsdennhs
@mdandersonnews
@paulnghiem
@skincancerorg

Top Mentioned in G9:
@relaxbackuk
@ukhealthradio
@solbariupf
@melanomauk
@sknvsn

Top Mentioned in G10:
@niosh

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@charlesfrize
@john_siracusa
@dynamicfrize
@papriddey
@jerriealexander
@drpatfarrell
@iefimerida
@noe_urdangaray
@uncjay1

Top Tweeters in G1:
@drpatfarrell
@capitainejan
@stayyoungmedia
@highlatitudesty
@signal1official
@icrowdnewswire
@rfmtoday
@yadityaas
@ghrstaffs
@mdedgetweets

Top Tweeters in G2:
@john_siracusa
@papriddey
@jerriealexander
@jgmacleodauthor
@sherryink
@storyspirit4u
@fizapathan
@myphillymedia
@caasbrey
@ianfjames

Top Tweeters in G3:
@noe_urdangaray
@gonzo_30531
@davelackie
@susanh121
@hoopsforlife21
@albaconazol
@vmk1105
@ironwoodcancer
@skincancerorg
@shoednd

Top Tweeters in G4:
@drng
@preventivebot
@fwhealthtech
@aamri_aus
@tri_info
@lsqld
@hpsoyer
@nanostringtech
@aruthak
@parfoundation

Top Tweeters in G5:
@taby_by
@walidtnk
@marcghislaincmr
@auradanielle
@hermine_claudia
@queenzeipha
@petinouchy
@wilfred_mouelle
@ngwayann
@ulrichknu

Top Tweeters in G6:
@ctvedmonton
@kerrywashington
@seiji_redmars
@savor_health
@xahzhenglimx
@aadskin
@melanomaonmymin
@fafamtl
@melanomanetwork
@impactmelanoma

Top Tweeters in G7:
@mvmd0908
@rosataberner
@abraham_rmi
@ducrest
@ucsf
@kis_lorand
@julianconejomir
@patxiqueipo
@roroderm
@nakedigweed

Top Tweeters in G8:
@oncoalert
@ci4cc
@knwachter
@mdandersonnews
@asco
@renohemonc
@seattlecca
@vjoncology
@royalmarsdennhs
@melanomaaction

Top Tweeters in G9:
@ukhealthradio
@melanomauk
@voicesbolton
@gwabath
@relaxbackuk
@sknvsn
@liwyenolo
@peggyspiegler
@jamesgoydosmd
@debbiejcouzens

Top Tweeters in G10:
@jsabuilder
@niosh
@asspsafety
@lindalightllc
@nioshconstruct
@mi_osha
@centralohiochmm
@worksitemed
@heartlandcntr
@itisheetmetal