Melanoma, Twitter, 6/10/2021 11:13:19 PM, 256638


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Melanoma_2021-06-10_15-31-34.xlsx
Melanoma_2021-06-10_15-31-34.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 10, 2021
Short Description:
Melanoma via NodeXL https://bit.ly/2TeY2RI
@asco
@profrscolyermia
@profglongmia
@melanomaaus
@melanomarealli
@funchainmd
@mvmd0908
@kis_lorand
@htawbi_md
@melanomauk

Top hashtags:
#melanoma
#asco21
#skincancer
#immunotherapy
#cancer
#melsm
#meded
#oncology

Description:
Description
The graph represents a network of 6,562 Twitter users whose recent tweets contained "Melanoma", 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 Thursday, 10 June 2021 at 22:53 UTC.

The tweets in the network were tweeted over the 8-day, 3-hour, 14-minute period from Wednesday, 02 June 2021 at 19:11 UTC to Thursday, 10 June 2021 at 22:25 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 : 6562
Unique Edges : 8474
Edges With Duplicates : 2473
Total Edges : 10947
Number of Edge Types : 5
Retweet : 3013
Replies to : 1410
Mentions : 2591
Tweet : 1683
MentionsInRetweet : 2250
Self-Loops : 1713
Reciprocated Vertex Pair Ratio : 0.0334685598377282
Reciprocated Edge Ratio : 0.0647693817468106
Connected Components : 1637
Single-Vertex Connected Components : 747
Maximum Vertices in a Connected Component : 1521
Maximum Edges in a Connected Component : 5385
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.631458
Graph Density : 0.00018934677268042
Modularity : 0.720224
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,562 Twitter users whose recent tweets contained "Melanoma", 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 Thursday, 10 June 2021 at 22:53 UTC.

The tweets in the network were tweeted over the 8-day, 3-hour, 14-minute period from Wednesday, 02 June 2021 at 19:11 UTC to Thursday, 10 June 2021 at 22:25 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 : Melanoma
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:
[178] https://paypal.me/hsantaromita
[178] https://www.gofundme.com/f/ayuda-para-tratamiento-de-cancer-hugo-santaromita?utm_medium=copy_link&utm_source=customer&utm_campaign=p_lico+share-sheet
[67] https://trib.al/C5MpaPY
[33] https://twitter.com/ABC/status/1400562978806718477
[32] https://bit.ly/3oL9vnM
[28] https://www.mdpi.com/2072-6643/13/6/1931
[28] https://www.webmd.com/melanoma-skin-cancer/news/20210528/stay-truly-safe-sun?ecd=soc_tw_210605_cons_news_benzene&linkId=100000048122097
[26] https://www.health.com/
[24] http://www.medpub.app/
[24] https://authorsherrymorris.blogspot.com/2019/11/melanoma.html

Top URLs in Tweet in G1:
[11] https://www.prevention.com/health/health-conditions/g24231744/health-symptoms-you-should-never-ignore/
[7] https://healthonecares.com/calendar/#/ce/event-information/a0s3n000004aIRxAAM
[5] https://www.saluteh24.com/il_weblog_di_antonio/2021/06/open-day-melanoma-e-tumori-della-pelle-al-san-gallicano-di-roma.html
[5] https://twitter.com/pfizer/status/1389263483888410628?s=20
[3] https://www.perthnow.com.au/news/health/miracle-drug-for-melanoma-identified-c-3003349
[3] https://www.webmd.com/melanoma-skin-cancer/news/20210528/stay-truly-safe-sun
[3] http://dermcoll.edu.au/atoz/skin-canc
[3] http://premierdermatologyatlanta.com/mohs-surgery-for-melanoma/
[2] http://biorxiv.org/cgi/content/short/2021.06.02.446715v1?rss=1&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.9news.com.au/national/melanoma-breakthrough-immunotherapy-drug-saves-lives/ef674b87-a42a-4ee9-b603-983fe4caaddb

Top URLs in Tweet in G2:
[32] https://bit.ly/3oL9vnM
[20] https://www.melanomauk.org.uk/donate-to-melanoma-uk
[17] https://meetinglibrary.asco.org/record/195988/abstract
[15] http://www.peerview.com/815/Melanoma2021
[15] https://meetinglibrary.asco.org/record/195988/video
[15] https://meetinglibrary.asco.org/record/201345/abstract
[14] https://twitter.com/9NewsAUS/status/1400376301442289664
[13] https://twitter.com/MelanomaAus/status/1400256672564715524
[12] https://www.melanomauk.org.uk/national-melanoma-campaign-launched-for-skin-cancer-awareness-month
[10] https://twitter.com/DrSGraff/status/1401286710944731143

Top URLs in Tweet in G3:
[13] https://onlinelibrary.wiley.com/doi/abs/10.1111/bjd.20427?campaign=wolearlyview&cookieSet=1
[7] https://pubmed.ncbi.nlm.nih.gov/34054057/
[4] https://twitter.com/ProfRScolyerMIA/status/1144963558234447872
[3] https://kikoxp.com/posts/4390/public
[3] https://www.archivesofpathology.org/doi/pdf/10.5858/arpa.2018-0239-RA
[3] https://twitter.com/Dermpathl/status/807403800952799232
[2] https://kikoxp.com/posts/3764/public
[2] https://kikoxp.com/posts/5304/public
[2] https://pubmed.ncbi.nlm.nih.gov/33979462/
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.jaad.org%2Farticle%2FS0190-9622%2821%2901110-5%2Fpdf&rc=0

Top URLs in Tweet in G4:
[178] https://paypal.me/hsantaromita
[178] https://www.gofundme.com/f/ayuda-para-tratamiento-de-cancer-hugo-santaromita?utm_medium=copy_link&utm_source=customer&utm_campaign=p_lico+share-sheet

Top URLs in Tweet in G5:
[33] https://twitter.com/ABC/status/1400562978806718477
[1] https://twitter.com/realdonaldrumpf/status/1401348898090893318
[1] https://twitter.com/ananavarro/status/1403053329119428609
[1] https://twitter.com/reuters/status/1400700091552485379
[1] https://www.vanityfair.com/news/2017/11/flotus-melania-trump-east-wing-first-lady/amp
[1] https://twitter.com/pattykazUSA/status/1401580726450069508

Top URLs in Tweet in G6:
[1] https://twitter.com/HowardMortman/status/1400519479688318980

Top URLs in Tweet in G9:
[2] https://www.usatoday.com/story/news/politics/onpolitics/2016/11/04/melania-trump-undocumented-work/93321114/
[2] https://www.cnn.com/2021/01/19/politics/melania-trump-analysis/index.html
[1] https://twitter.com/4a_of/status/1403024277159481345
[1] https://twitter.com/Owens4996/status/1401596278233051142

Top Domains
Top Domains in Tweet in Entire Graph:
[445] twitter.com
[185] gofundme.com
[178] paypal.me
[106] asco.org
[94] nih.gov
[67] trib.al
[65] co.uk
[61] nature.com
[58] youtube.com
[47] webmd.com

Top Domains in Tweet in G1:
[86] twitter.com
[25] nih.gov
[13] com.au
[12] youtube.com
[11] prevention.com
[11] webmd.com
[10] practiceupdate.com
[7] thedenverchannel.com
[7] healthonecares.com
[6] biorxiv.org

Top Domains in Tweet in G2:
[135] twitter.com
[82] asco.org
[42] curemelanoma.org
[35] org.uk
[33] bit.ly
[31] ascopubs.org
[27] onclive.com
[18] vjoncology.com
[15] peerview.com
[14] healio.com

Top Domains in Tweet in G3:
[13] wiley.com
[12] nih.gov
[8] kikoxp.com
[8] twitter.com
[3] archivesofpathology.org
[1] elsevierhealth.com
[1] instagram.com
[1] rcpath.org
[1] youtube.com
[1] medicalxpress.com

Top Domains in Tweet in G4:
[178] paypal.me
[178] gofundme.com

Top Domains in Tweet in G5:
[37] twitter.com
[1] vanityfair.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G9:
[2] twitter.com
[2] usatoday.com
[2] cnn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1411] melanoma
[869] asco21
[145] skincancer
[144] immunotherapy
[136] cancer
[112] melsm
[104] meded
[94] oncology
[82] helpagathatosee
[74] dermpath



Top Hashtags in Tweet in G1:
[131] melanoma
[32] asco21
[15] cancer
[14] skincancer
[8] skcsm
[7] skincare
[7] oncologiacutâneaamo
[6] dermatology
[6] immunotherapy
[5] cáncerdepiel

Top Hashtags in Tweet in G2:
[704] asco21
[655] melanoma
[97] melsm
[77] immunotherapy
[50] asco2021
[43] cancer
[37] endcancer
[31] ayacsm
[29] clecliniccancer
[28] asco11

Top Hashtags in Tweet in G3:
[71] dermpath
[41] pathology
[32] dermatology
[28] dermtwitter
[26] eyepath
[26] grosspath
[23] melanoma
[21] melanocytic
[14] skincancer
[14] pathtwitter

Top Hashtags in Tweet in G5:
[4] melanoma
[2] fhotus
[1] trumpspeech
[1] trumpisnotwell
[1] poopypantstrump
[1] an0m

Top Hashtags in Tweet in G6:
[8] melanoma
[2] epidemic
[2] fwotus
[2] fpotus
[1] notknow
[1] covid19
[1] firstescort
[1] bebesterest
[1] diaperdon

Top Hashtags in Tweet in G8:
[3] melanoma
[1] commonnickname

Top Hashtags in Tweet in G9:
[4] gojoe
[4] resistance
[2] bebestwasasham
[2] hoetus
[1] diaperdon

Top Hashtags in Tweet in G10:
[82] helpagathatosee

Top Words
Top Words in Tweet in Entire Graph:
[5308] melanoma
[1444] #melanoma
[1022] cancer
[885] #asco21
[615] skin
[538] more
[535] patients
[350] asco
[348] stage
[313] advanced

Top Words in Tweet in G1:
[706] melanoma
[140] cancer
[131] #melanoma
[120] skin
[59] patients
[57] more
[46] advanced
[38] sun
[38] treatment
[34] piel

Top Words in Tweet in G2:
[707] #asco21
[699] melanoma
[661] #melanoma
[271] asco
[227] nivo
[224] patients
[217] cancer
[178] dr
[148] presented
[148] advanced

Top Words in Tweet in G3:
[249] melanoma
[73] #dermpath
[60] jmgardnermd
[57] nevus
[56] vs
[47] power
[44] smlungpathguy
[42] #pathology
[38] high
[37] histopatolomon

Top Words in Tweet in G4:
[178] amigos
[178] continuamos
[178] etapa
[178] dura
[178] difícil
[178] costosa
[178] nuestro
[178] tratamiento
[178] erradicar
[178] melanoma

Top Words in Tweet in G5:
[94] melanoma
[67] birthday
[62] flotus
[37] thank
[35] way
[34] remember
[33] tfg
[33] celebrated
[33] such
[33] fun

Top Words in Tweet in G6:
[86] melanoma
[21] greg_price11
[13] one
[12] mysterysolvent
[11] cancer
[10] dying
[10] vaccinated
[8] b52malmet
[8] michaelcohen212
[8] #melanoma

Top Words in Tweet in G7:
[5] ziggystardad
[5] melanoma
[4] raginxcajun
[4] politicspot
[4] _kel_varnsen_
[4] mathmomma24
[4] henriziolkowski
[4] medwoman1
[4] theoldpoet
[4] mcb9111

Top Words in Tweet in G8:
[95] melanoma
[63] think
[61] divorce
[61] chump
[60] going
[60] file
[60] indicted
[15] defendfuriously
[11] cancer
[6] mrose1965

Top Words in Tweet in G9:
[74] melanoma
[33] calltoactivism
[18] lady
[17] first
[15] more
[12] jill
[11] mreents27
[11] ryanafournier
[10] biden
[10] one

Top Words in Tweet in G10:
[82] sincerely
[82] plead
[82] general
[82] public
[82] help
[82] agatha
[82] beat
[82] ocular
[82] melanoma
[82] eye

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[259] skin,cancer
[196] advanced,melanoma
[178] amigos,continuamos
[178] continuamos,etapa
[178] etapa,dura
[178] dura,difícil
[178] difícil,costosa
[178] costosa,nuestro
[178] nuestro,tratamiento
[178] tratamiento,erradicar

Top Word Pairs in Tweet in G1:
[61] skin,cancer
[35] advanced,melanoma
[21] metastatic,melanoma
[16] cáncer,piel
[13] patients,advanced
[13] melanoma,skin
[12] wear,sunscreen
[12] malignant,melanoma
[12] risk,melanoma
[11] melanoma,patients

Top Word Pairs in Tweet in G2:
[72] advanced,melanoma
[63] ipi,nivo
[52] #melanoma,#asco21
[49] anti,pd
[47] breast,cancer
[46] nivo,relatlimab
[46] #asco21,oncoalert
[43] melanoma,#asco21
[43] asco,#asco21
[43] presented,#asco21

Top Word Pairs in Tweet in G3:
[31] melanoma,situ
[26] visual,field
[26] field,loss
[26] loss,uveal
[26] uveal,choroidal
[26] choroidal,melanoma
[26] melanoma,#eyepath
[26] #eyepath,#grosspath
[26] #grosspath,eyepathlondon
[26] eyepathlondon,smlungpathguy

Top Word Pairs in Tweet in G4:
[178] amigos,continuamos
[178] continuamos,etapa
[178] etapa,dura
[178] dura,difícil
[178] difícil,costosa
[178] costosa,nuestro
[178] nuestro,tratamiento
[178] tratamiento,erradicar
[178] erradicar,melanoma
[178] melanoma,salió

Top Word Pairs in Tweet in G5:
[33] remember,tfg
[33] tfg,melanoma
[33] melanoma,celebrated
[33] celebrated,birthday
[33] birthday,such
[33] such,fun
[33] fun,family
[33] family,oriented
[33] oriented,loving
[33] loving,way

Top Word Pairs in Tweet in G6:
[5] greg_price11,melanoma
[5] joebiden,spite
[5] spite,dying
[5] dying,incurable
[5] incurable,terminal
[5] terminal,melanoma
[5] melanoma,cancer
[5] cancer,vaccinated
[5] vaccinated,against
[5] against,trumpvid19

Top Word Pairs in Tweet in G7:
[3] furcopalypse,politicspot
[3] 417craig,martuk56
[3] martuk56,smelimm
[3] richard53463775,turtlenewsnet
[3] turtlenewsnet,freefromtyrann1
[3] freefromtyrann1,jdw714
[3] jdw714,mistressredwasp
[3] mistressredwasp,lisanicholo
[3] lisanicholo,mikeken64929822
[3] ethanolfree90,rocket_dilligaf

Top Word Pairs in Tweet in G8:
[62] think,melanoma
[60] melanoma,going
[60] going,file
[60] file,divorce
[60] divorce,chump
[60] chump,indicted
[5] melanoma,went
[4] media,total
[4] total,fail
[4] fail,melanoma

Top Word Pairs in Tweet in G9:
[14] first,lady
[10] jill,biden
[9] mreents27,ryanafournier
[7] dr,jill
[6] calltoactivism,contest
[6] contest,first
[6] lady,dr
[6] biden,more
[6] more,class
[6] class,intelligence

Top Word Pairs in Tweet in G10:
[82] sincerely,plead
[82] plead,general
[82] general,public
[82] public,help
[82] help,agatha
[82] agatha,beat
[82] beat,ocular
[82] ocular,melanoma
[82] melanoma,eye
[82] eye,tumor

Top Replied-To
Top Replied-To in Entire Graph:
@calltoactivism
@jmgardnermd
@funder
@greg_price11
@atman_ci
@defendfuriously
@tomjchicago
@henryy_md
@mysterysolvent
@adeladessire

Top Replied-To in G1:

Top Replied-To in G2:
@renohemonc
@manjuggm
@thewonkologist
@swog
@ankitmanglamd
@charuaggarwalmd
@kimberlyloomd
@thenci
@nicolekuderer
@hoperugo

Top Replied-To in G3:
@jmgardnermd
@atman_ci
@henryy_md
@ariella8
@anjuthevirgo
@diegomoralesn
@mbizb
@seattlequinns
@kr_abhisek
@redsnapperpath

Top Replied-To in G5:
@flotus
@realtuckfrumper
@thomaskaine5
@labyrinthweaver
@irma_spikeymama
@patriottakes
@katebennett_dc
@vespertilioajr
@bfriedmandc
@kathymaclean16

Top Replied-To in G6:
@greg_price11
@mysterysolvent
@joebiden
@b52malmet
@sfdukie
@joncoopertweets
@teapainusa
@michaelcohen212
@jeannehoffa
@resisterdude

Top Replied-To in G7:
@diamondblue777
@4ever_patriot

Top Replied-To in G8:
@defendfuriously
@mrose1965
@therealandrew_
@davidmweissman
@risingsun5169
@jakelobin
@mason4922
@franksdcaudill
@larrydaniels4u
@chrisfromga68

Top Replied-To in G9:
@calltoactivism
@mreents27
@actforamerica
@cnnpolitics
@bblock29
@ronbaum7
@earnestredner
@ryanafournier
@ap
@righthandman05

Top Mentioned
Top Mentioned in Entire Graph:
@asco
@oncoalert
@mdandersonnews
@flotus
@wolchokj
@angelesclinic
@smlungpathguy
@jmgardnermd
@profglongmia
@histopatolomon

Top Mentioned in G1:
@mundelasalud
@autocreate740
@morris_animal

Top Mentioned in G2:
@asco
@oncoalert
@mdandersonnews
@wolchokj
@angelesclinic
@amenzies9
@profglongmia
@syd_health
@jasonlukemd
@jenniferlitton

Top Mentioned in G3:
@smlungpathguy
@jmgardnermd
@histopatolomon
@ariella8
@feldstej
@eyepathlondon
@scottbikeethan
@patholwalker
@mreyesm
@ufcspa_patho

Top Mentioned in G5:
@flotus
@bfriedmandc
@melaniatrump
@donaldjtrumpjr
@labyrinthweaver
@lionelmedia
@thomaskaine5
@newyorkstateag
@paultod97589606
@rafmildenhall

Top Mentioned in G6:
@greg_price11
@potus
@mysterysolvent
@michaelcohen212
@joncoopertweets
@b52malmet
@flotus
@teapainusa
@donwinslow
@nothoodlum

Top Mentioned in G7:
@ziggystardad
@raginxcajun
@politicspot
@_kel_varnsen_
@mathmomma24
@henriziolkowski
@medwoman1
@theoldpoet
@mcb9111
@ahrehead

Top Mentioned in G8:
@jakelobin
@goss30goss
@defendfuriously
@risingsun5169
@smilan317
@redsteeze
@kristinecummins
@rscotttipton
@anet2111
@foodisfunny

Top Mentioned in G9:
@ryanafournier
@cnnpolitics
@mreents27
@calltoactivism
@cnn
@urocklive1
@human1being2
@cnnbrk
@laurenboebert
@asurreyatheist

Top Tweeters
Top Tweeters in Entire Graph:
@kompascom
@edinburghwatch
@bella623
@federicoalves
@monicasloves
@stevestevens47
@gambiste1
@charlesfrize
@femtech_
@easyjanjansen

Top Tweeters in G1:
@marketcurrents
@stigmabase
@rconfidencial
@twelvebot
@idntimes
@middleeastton
@cancercurenow
@exbulletinuk
@italia_notizie
@nefelef

Top Tweeters in G2:
@stevestevens47
@g_orl
@godfrey_g_
@tomy2875
@smallypaula
@education_24x7
@phoenixwmn
@grandma_hockey
@treda10
@drkynast

Top Tweeters in G3:
@aonaoyya
@pembeoltulu
@kriyer68
@smlungpathguy
@mvmd0908
@rosataberner
@marcelasaebl
@nusrat_xahra
@drgeeone
@jmgardnermd

Top Tweeters in G4:
@federicoalves
@chaconjender
@idp240664
@ajmendozac
@sheresade7
@hexelu
@cruzmaldonado2
@supdemocratico
@almamarisela
@mariatsevdos

Top Tweeters in G5:
@yarosisnancy
@melissajpeltier
@sallyagale
@lionelmedia
@vickiebluewave
@loreyjeanene
@realtuckfrumper
@petersabuchan1
@jay_usmc2
@thomaskaine5

Top Tweeters in G6:
@netminnow
@cyferptvila
@magsmom7
@wcsek
@daffi515
@b52malmet
@joncoopertweets
@ktla
@medusa0029
@iyad_elbaghdadi

Top Tweeters in G7:
@rickysi16087724
@vickie627
@instinctnaturel
@ladyoftheocean1
@vincegottalotta
@politicspot
@medwoman1
@klee34036780
@jencages
@mickdamario

Top Tweeters in G8:
@ecclesias
@smilan317
@nort_lights
@teresamac2009
@michaelepeters7
@bluesuezoo
@davidmweissman
@rajbhagwandin01
@hazydav
@chellelaine

Top Tweeters in G9:
@urocklive1
@cnn
@ap
@canaryamerica
@vibrantankles
@michael_fisher_
@cnnpolitics
@tom_news2
@mrossano6970
@formerrepublic7

Top Tweeters in G10:
@nanabarhevvy
@jeff_tymer_
@1kobbebrown
@kojo_wud
@1daavi
@filaman19
@smirky_mikee
@rickysarkcess__
@mhaame_afrah
@andyblaq7


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