Skin cancer, Twitter, 6/10/2021 11:57:35 PM, 256644


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Skin cancer_2021-06-10_16-19-29.xlsx
Skin cancer_2021-06-10_16-19-29.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 10, 2021
Short Description:
Skin cancer via NodeXL https://bit.ly/35gcOu1
@mvicerys
@nalawu
@fact
@skincaretrend
@eichi_kisser
@mpandainsilk
@enews
@rainmaker1973
@people
@adrew86

Top hashtags:
#mutualaidrequest
#mutualaid
#skincancer
#cancer
#protip
#skin
#sunsmart
#melanoma
#help
#dermatology

Description:
Description
The graph represents a network of 8,764 Twitter users whose recent tweets contained "Skin cancer", 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 23:36 UTC.

The tweets in the network were tweeted over the 8-day, 5-hour, 8-minute period from Wednesday, 02 June 2021 at 18:09 UTC to Thursday, 10 June 2021 at 23:17 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 : 8764
Unique Edges : 8699
Edges With Duplicates : 858
Total Edges : 9557
Number of Edge Types : 5
Replies to : 1596
Mentions : 1423
Tweet : 1839
Retweet : 3896
MentionsInRetweet : 803
Self-Loops : 1865
Reciprocated Vertex Pair Ratio : 0.014324693042292
Reciprocated Edge Ratio : 0.0282447881640888
Connected Components : 2535
Single-Vertex Connected Components : 1183
Maximum Vertices in a Connected Component : 1203
Maximum Edges in a Connected Component : 1255
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.849039
Graph Density : 9.6811242114669E-05
Modularity : 0.825987
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,764 Twitter users whose recent tweets contained "Skin cancer", 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 23:36 UTC.

The tweets in the network were tweeted over the 8-day, 5-hour, 8-minute period from Wednesday, 02 June 2021 at 18:09 UTC to Thursday, 10 June 2021 at 23:17 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : Skin cancer
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:
[140] https://twitter.com/yungskuntebony/status/1401575410610192384
[132] http://www.untamedscience.com/biology/human/integumentary-system/sunburns/
[98] https://twitter.com/denniallen/status/1401359538515636225
[72] https://www.paypal.com/paypalme/vicerys
[38] https://www.bbc.co.uk/news/uk-scotland-edinburgh-east-fife-57402450
[28] https://www.webmd.com/melanoma-skin-cancer/news/20210528/stay-truly-safe-sun?ecd=soc_tw_210605_cons_news_benzene&linkId=100000048122097
[27] https://www.cdc.gov/cancer/skin/basic_info/sun-safety.htm
[22] https://www.cancerresearchuk.org/about-cancer/causes-of-cancer/sun-uv-and-cancer?utm_source=twitter_cr_uk&utm_medium=cruksocialmedia&utm_campaign=NIVEAsun_2020
[20] https://healthonecares.com/calendar/#/ce/event-information/a0s3n000004aIRxAAM
[19] https://www.thecourier.co.uk/fp/sport/football/scottish-league-2/2282194/my-best-pal-saved-my-life-how-ex-hearts-and-dunfermline-kid-cammy-graham-recovered-from-terrifying-cancer-diagnosis/

Top URLs in Tweet in G1:
[20] https://healthonecares.com/calendar/#/ce/event-information/a0s3n000004aIRxAAM
[18] https://www.bbc.co.uk/news/uk-scotland-edinburgh-east-fife-57402450
[12] https://www.cdc.gov/cancer/skin/basic_info/sun-safety.htm
[11] https://www.bbc.co.uk/news/uk-scotland-edinburgh-east-fife-57402450?utm_source=dlvr.it&utm_medium=twitter
[8] http://www.twittascope.com/?sign=4
[4] https://pubmed.ncbi.nlm.nih.gov/33846199/
[4] https://www.prevention.com/health/health-conditions/a36409201/people-of-color-skin-cancer-prevention/
[3] https://www.healthline.com/health-news/sunscreen-and-skin-cancer-what-to-know-as-we-head-outdoors-once-again
[3] https://www.webmd.com/melanoma-skin-cancer/news/20210528/stay-truly-safe-sun
[3] https://www.health.com/condition/skin-cancer/cancerous-moles

Top URLs in Tweet in G2:
[72] https://www.paypal.com/paypalme/vicerys
[1] https://twitter.com/__soliman/status/1400873857054019586

Top URLs in Tweet in G4:
[139] https://twitter.com/yungskuntebony/status/1401575410610192384
[3] https://practicaldermatology.com/articles/2019-apr/health-disparities-and-skin-cancer-in-people-of-color
[3] https://forefrontdermatology.com/skin-cancer-in-people-of-color/

Top URLs in Tweet in G5:
[131] http://www.untamedscience.com/biology/human/integumentary-system/sunburns/

Top URLs in Tweet in G6:
[1] https://www.bbc.com/news/science-environment-56014092
[1] https://bowtiedbarbary.substack.com/p/testosterone-sun-your-balls?r=4l8f7&utm_campaign=post&utm_medium=web&utm_source=copy

Top URLs in Tweet in G8:
[19] https://www.thecourier.co.uk/fp/sport/football/scottish-league-2/2282194/my-best-pal-saved-my-life-how-ex-hearts-and-dunfermline-kid-cammy-graham-recovered-from-terrifying-cancer-diagnosis/
[15] https://trib.al/7cqRAWS
[11] https://www.melanomauk.org.uk/national-melanoma-campaign-launched-for-skin-cancer-awareness-month
[6] https://www.bbc.co.uk/sounds/play/p08ywhnb
[5] https://www.goodmorningamerica.com/wellness/story/dermatologist-dr-michelle-henry-talks-importance-sun-protection-78047481
[2] https://trib.al/4egohqf
[2] https://melanomafocus.com/donate/
[2] https://jamesgoydos.com/blog/f/skin-cancer-computer-vision-%E2%80%94-a-new-sense
[2] https://fox40.com/morning/lifestyle/local-dermatologist-discusses-skin-cancer-prevention/
[2] https://www.nytimes.com/2021/05/24/well/live/sun-damage-skin-cancer.html

Top URLs in Tweet in G9:
[98] https://twitter.com/denniallen/status/1401359538515636225

Top Domains
Top Domains in Tweet in Entire Graph:
[492] twitter.com
[140] co.uk
[132] untamedscience.com
[72] paypal.com
[66] trib.al
[65] cdc.gov
[49] hse.ie
[45] webmd.com
[32] skincancer.org
[27] cancerresearchuk.org

Top Domains in Tweet in G1:
[104] twitter.com
[46] co.uk
[25] cdc.gov
[22] healthonecares.com
[11] webmd.com
[8] nih.gov
[8] healthline.com
[8] youtube.com
[8] twittascope.com
[7] dy.si

Top Domains in Tweet in G2:
[72] paypal.com
[1] twitter.com

Top Domains in Tweet in G4:
[139] twitter.com
[3] practicaldermatology.com
[3] forefrontdermatology.com

Top Domains in Tweet in G5:
[131] untamedscience.com

Top Domains in Tweet in G6:
[1] bbc.com
[1] substack.com

Top Domains in Tweet in G8:
[27] co.uk
[18] trib.al
[11] org.uk
[6] goodmorningamerica.com
[4] skincancer.org
[3] jamesgoydos.com
[2] webmd.com
[2] melanomafocus.com
[2] fox40.com
[2] nytimes.com

Top Domains in Tweet in G9:
[98] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1008] mutualaidrequest
[1007] mutualaid
[172] skincancer
[122] cancer
[62] protip
[62] skin
[60] sunsmart
[56] melanoma
[42] help
[35] dermatology



Top Hashtags in Tweet in G1:
[40] skincancer
[32] cancer
[23] sunscreen
[20] skin
[14] skincare
[12] health
[11] dermatology
[10] melanoma
[7] deeplearning
[6] skincancerawareness

Top Hashtags in Tweet in G2:
[1005] mutualaidrequest
[1004] mutualaid
[42] help
[12] paypal
[5] helpinghand
[1] settlersaturday
[1] contribution

Top Hashtags in Tweet in G4:
[2] mutualaid
[2] mutualaidrequest

Top Hashtags in Tweet in G8:
[12] checkyourskin
[11] melanomahunt
[11] shareifyoucare
[9] skincancer
[8] cancer
[7] dermatologist
[7] healthyskin
[6] dermatology
[6] youmebigc
[6] spf

Top Hashtags in Tweet in G10:
[4] overwatch

Top Words
Top Words in Tweet in Entire Graph:
[8588] skin
[7805] cancer
[2108] little
[1843] more
[1329] sun
[1233] help
[1215] day
[1113] mother
[1098] sunscreen
[1097] disease

Top Words in Tweet in G1:
[1485] skin
[1347] cancer
[241] sun
[185] sunscreen
[147] more
[104] risk
[91] people
[80] protect
[78] know
[68] getting

Top Words in Tweet in G2:
[2054] little
[1092] skin
[1092] cancer
[1091] mother
[1091] suffers
[1091] economic
[1091] situation
[1083] help
[1027] lost
[1027] eye

Top Words in Tweet in G3:
[552] skin
[544] cancer
[543] against
[540] cholesterol
[539] mango
[539] popular
[539] fruit
[539] world
[539] helps
[539] clears

Top Words in Tweet in G4:
[284] poc
[278] bc
[278] don
[147] more
[146] skin
[146] cancer
[142] die
[142] tend
[141] medical
[140] white

Top Words in Tweet in G5:
[395] cells
[135] skin
[135] cancer
[131] sunburn
[131] damage
[131] dna
[131] repaired
[131] essentially
[131] commit
[131] suicide

Top Words in Tweet in G6:
[372] skin
[254] cancer
[243] sun
[121] sunscreen
[120] doesn
[120] cause
[120] use
[120] rates
[120] exposure
[119] sunscreens

Top Words in Tweet in G7:
[744] down
[248] cancer
[248] check
[248] rates
[124] current
[124] epidemic
[124] nobody
[124] gov
[124] nphet
[124] discuss

Top Words in Tweet in G8:
[162] skin
[117] cancer
[77] melanoma
[28] risk
[27] life
[25] sunburn
[24] sun
[22] melanomauk
[20] two
[20] share

Top Words in Tweet in G9:
[104] skin
[104] cancer
[103] albomp
[103] medicare
[99] 245
[99] check
[99] treatment
[99] rebate
[99] 38
[99] hell

Top Words in Tweet in G10:
[17] skin
[13] cancer
[7] breast
[7] playoverwatch
[5] pink
[5] mercy
[5] manmilk2
[4] #overwatch
[3] bring
[3] know

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5716] skin,cancer
[1094] mother,suffers
[1094] suffers,skin
[1094] economic,situation
[1041] cancer,lost
[1030] lost,little
[1030] little,eye
[1030] eye,due
[1030] due,disease
[1030] disease,ask

Top Word Pairs in Tweet in G1:
[1050] skin,cancer
[49] risk,skin
[45] jesse,tyler
[44] tyler,ferguson
[38] deadly,skin
[37] beautician,saved
[37] saved,life
[37] life,deadly
[36] learn,more
[35] protect,skin

Top Word Pairs in Tweet in G2:
[1092] skin,cancer
[1091] mother,suffers
[1091] suffers,skin
[1091] economic,situation
[1027] cancer,lost
[1027] lost,little
[1027] little,eye
[1027] eye,due
[1027] due,disease
[1027] disease,ask

Top Word Pairs in Tweet in G3:
[539] mango,popular
[539] popular,fruit
[539] fruit,world
[539] world,helps
[539] helps,against
[539] against,cancer
[539] cancer,clears
[539] clears,skin
[539] skin,lowers
[539] lowers,cholesterol

Top Word Pairs in Tweet in G4:
[146] skin,cancer
[142] more,die
[139] psa,recently
[139] recently,read
[139] read,study
[139] study,poc
[139] poc,esp
[139] esp,black
[139] black,asian
[139] asian,folks

Top Word Pairs in Tweet in G5:
[133] cancer,cells
[131] sunburn,damage
[131] damage,dna
[131] dna,cells
[131] cells,repaired
[131] repaired,skin
[131] skin,cells
[131] cells,essentially
[131] essentially,commit
[131] commit,suicide

Top Word Pairs in Tweet in G6:
[251] skin,cancer
[120] sun,exposure
[119] doesn,cause
[119] cause,skin
[119] past,30
[119] 30,years
[118] sun,doesn
[118] cancer,sunscreens
[118] sunscreens,past
[118] years,increased

Top Word Pairs in Tweet in G7:
[248] check,down
[248] rates,down
[124] current,cancer
[124] cancer,epidemic
[124] epidemic,nobody
[124] nobody,gov
[124] gov,nphet
[124] nphet,discuss
[124] discuss,breast
[124] breast,check

Top Word Pairs in Tweet in G8:
[101] skin,cancer
[31] melanoma,skin
[19] cammy,graham
[19] graham,diagnosed
[19] diagnosed,stage
[19] stage,two
[19] two,melanoma
[19] cancer,march
[19] march,raised
[19] raised,785

Top Word Pairs in Tweet in G9:
[104] skin,cancer
[99] cancer,check
[99] check,treatment
[99] rebate,38
[98] privatisation,stealth
[98] stealth,245
[98] 245,skin
[98] treatment,attracted
[98] attracted,princely
[98] princely,rebate

Top Word Pairs in Tweet in G10:
[7] breast,cancer
[5] skin,cancer
[4] mercy,skin
[3] pink,mercy
[3] cancer,skin
[3] 65_bit,iflashboy_
[3] iflashboy_,manmilk2
[2] bring,back
[2] playoverwatch,hero
[2] hero,unlocks

Top Replied-To
Top Replied-To in Entire Graph:
@tomjchicago
@_celia_bedelia_
@babiko76
@mrose1965
@xdc87960679
@showgirlcf
@kailaswild
@rightwingcope
@barstoolsports
@anthonyscottish

Top Replied-To in G1:

Top Replied-To in G3:
@fact
@kimberlyann30

Top Replied-To in G4:
@detectiveclipse
@nalawu

Top Replied-To in G5:
@rainmaker1973

Top Replied-To in G6:
@avdullahyousef
@oldstocky
@priestofchaos
@jobgroy

Top Replied-To in G8:
@citizenupgrade
@rebeccasd86
@drbenwiese
@siouxperjen
@carolinelkohl
@inspiredmn
@melanomauk
@bbcnews

Top Replied-To in G9:
@albomp
@farrm51

Top Replied-To in G10:
@playoverwatch
@xicandykissesix
@nrjrbdjajw
@keida_lavellan
@rakukajaenjoyer
@itsyagoilt
@65_bit
@datfishe
@tofyyx

Top Mentioned
Top Mentioned in Entire Graph:
@albomp
@mattiabarbares1
@poloniaantonio
@lara_pijuan
@kriyer68
@kis_lorand
@drbmcginn
@crisdelarco
@dr_brian_cox
@kashifhazim

Top Mentioned in G1:
@masseyeandear
@usa_feeds
@uab_oto
@atlantaderm

Top Mentioned in G3:
@r3latablefacts
@fact
@peterakabert

Top Mentioned in G6:
@cernovich
@avdullahyousef

Top Mentioned in G8:
@melanomauk
@stenhousemuirfc
@lifejacketskin
@bbc5live
@fox40
@nytimes
@ctvedmonton
@bbcnews
@ukhealthradio
@sknvsn

Top Mentioned in G9:
@albomp

Top Mentioned in G10:
@manmilk2
@playoverwatch
@iflashboy_
@nintendoamerica
@65_bit
@chaengie29
@doratheaiswaifu
@luke19812
@overwatchleague
@deltafireexx

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@dc2net
@pairsonnalites
@hrblock_21
@phuketdailynews
@stevestevens47
@charlesfrize
@easyjanjansen
@independent
@jijmpel

Top Tweeters in G1:
@dc2net
@pairsonnalites
@scotland4me
@mortarpestleusa
@pairsonnalitesn
@marketcurrents
@thedextazlab
@newsfilterio
@trialanderror_v
@isearch247

Top Tweeters in G2:
@redvelvetfaney
@kaixbaek1406
@hydroxyis
@holy3nityddaeng
@hibaryi
@tierra100able_
@toptiervillain
@05bih
@so_much_fandoms
@xesc13primero1

Top Tweeters in G3:
@fact
@demetsbuttrfly
@pacificador2040
@o_g_log
@syafi_keyrh
@nancysa45944060
@afanumawuko
@terajits
@spino_onipsgh
@imposter0613

Top Tweeters in G4:
@mixmalikmarvel
@umeniynoradaii
@coliegolightly
@_venabme
@justdatgreat
@dontcallmelex_
@sadie_deedee
@berryblitzplays
@cecvl
@famefortunex3

Top Tweeters in G5:
@chrisbrey1
@zgur_
@thebonnydoon
@sonofbharat2020
@catorano
@ptialex77
@smartguitar1
@rainmaker1973
@deechtesuperbij
@captnatheist

Top Tweeters in G6:
@bolderthanmost
@_yvonneburton
@roswell2001
@susieblackmon
@_micahwilson
@rajm2016
@cernovich
@redsreporter
@punishedkomrade
@michaelmilutis

Top Tweeters in G7:
@maryogrady8
@dianewashr
@irishprolifer
@donaghgordon
@scrahallia
@annmcnam
@realamurtagh
@ceeceeneill15
@unityakaaontu
@digbys123

Top Tweeters in G8:
@andym6769
@bbcnews
@nytimes
@alcinx
@greenurlifenow
@gma
@smallypaula
@luzanob
@fox40
@grumpypeet

Top Tweeters in G9:
@jijmpel
@suthernx
@jrweaver55
@spsot
@ochreblue
@michaelpurvis64
@morpheusbeing
@wavetop
@elliemail
@kathid_d

Top Tweeters in G10:
@squidward_5
@acecourtbot
@crunchyroll
@playoverwatch
@harbingersfall
@sega
@thefreshkingofc
@ma_pipoca
@mrvlae
@doughnutholer