#genetictesting, Twitter, 5/14/2019 2:54:31 PM, 196784


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#genetictesting_2019-05-14_07-34-51.xlsx
#genetictesting_2019-05-14_07-34-51.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 14, 2019
Short Description:
#genetictesting via NodeXL http://bit.ly/2HrK6dB
@brcaresponder
@cancerdotnet
@mygenecounsel
@btrfly12
@genc_sm
@lguzzardim
@gyncsm
@womenofteal
@_georgiahurst
@dnapodcast

Top hashtags:
#genetictesting
#dna
#dnatest
#dnatesting
#dnasequencing
#genome
#science

Description:
Description
The graph represents a network of 367 Twitter users whose recent tweets contained "#genetictesting", 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 Tuesday, 14 May 2019 at 14:46 UTC.

The tweets in the network were tweeted over the 9-day, 8-hour, 9-minute period from Sunday, 05 May 2019 at 06:14 UTC to Tuesday, 14 May 2019 at 14:24 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 : 367
Unique Edges : 489
Edges With Duplicates : 253
Total Edges : 742
Self-Loops : 122
Reciprocated Vertex Pair Ratio : 0.0461538461538462
Reciprocated Edge Ratio : 0.0882352941176471
Connected Components : 79
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 116
Maximum Edges in a Connected Component : 273
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.823363
Graph Density : 0.00354372329179137
Modularity : 0.595315
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[19] https://www.wsj.com/articles/your-dna-your-diet-how-nutrition-is-being-personalized-1535641259?reflink=share_mobilewebshare
[15] https://www.ft.com/content/4577f938-2632-11e9-b20d-5376ca5216eb
[13] https://www.dailystar.co.uk/news/latest-news/776563/dash-dan-robot-machine-life-cornell-university-science-robotics-engineering-ethics
[8] https://www.smh.com.au/lifestyle/health-and-wellness/risk-and-reward-dna-tests-alone-shouldn-t-make-our-biggest-decision-20190213-p50xii.html
[7] https://www.cnet.com/news/best-dna-tests-for-2019/#ftag=COS-05-10aaa0j
[7] https://ghr.nlm.nih.gov/primer/basics/dna
[7] https://www.wired.com/story/scientists-need-more-cat-dna-and-lil-bub-is-here-to-help/
[7] http://edition.cnn.com/2019/04/04/us/30-siblings-united-dna-testing-trnd/index.html
[7] https://www.spokesman.com/stories/2019/may/05/what-are-the-dangers-of-using-dna-kit-testing-for-/
[6] https://www.inverse.com/article/55480-ellen-greytak-parabon-nanolabs-dna-composite-sketches

Top URLs in Tweet in G1:
[4] https://www.sciencemag.org/news/2019/05/gene-testing-surges-lawsuits-arent-far-behind
[2] https://www.mygenecounsel.com/blog-recent-posts/how-to-talk-with-your-genetic-counselor-about-ovarian-cancer
[2] http://generatestudy.org
[1] https://www.prweb.com/releases/my_gene_counsel_positioned_to_foster_responsible_return_of_results_per_recent_ashg_and_acmg_guidelines/prweb16292849.htm
[1] http://www.mygenecounsel.com/genetic-journal/genetic-counseling-testing-for-melanoma/
[1] https://www.bloomberg.com/news/articles/2019-04-17/scam-dna-tests-may-be-new-target-for-health-fraud-states-warn
[1] https://education.questdiagnostics.com/events/216
[1] http://amimckay.com/2019/03/cover-girl/
[1] https://www.wired.com/story/the-us-urgently-needs-new-genetic-privacy-laws/
[1] http://www.mirabelsmagazinecentral.com/DigitalEdition/index.html?id=029d82c0-429b-4655-84a7-9ab796053078&pn=59&pv=s

Top URLs in Tweet in G2:
[18] https://www.wsj.com/articles/your-dna-your-diet-how-nutrition-is-being-personalized-1535641259?reflink=share_mobilewebshare
[14] https://www.ft.com/content/4577f938-2632-11e9-b20d-5376ca5216eb
[13] https://www.dailystar.co.uk/news/latest-news/776563/dash-dan-robot-machine-life-cornell-university-science-robotics-engineering-ethics
[8] https://www.smh.com.au/lifestyle/health-and-wellness/risk-and-reward-dna-tests-alone-shouldn-t-make-our-biggest-decision-20190213-p50xii.html
[7] https://www.wired.com/story/scientists-need-more-cat-dna-and-lil-bub-is-here-to-help/
[7] https://ghr.nlm.nih.gov/primer/basics/dna
[7] https://www.spokesman.com/stories/2019/may/05/what-are-the-dangers-of-using-dna-kit-testing-for-/
[7] http://edition.cnn.com/2019/04/04/us/30-siblings-united-dna-testing-trnd/index.html
[6] https://www.mensjournal.com/health-fitness/best-dna-kits-fitness/
[6] https://www.theguardian.com/lifeandstyle/2017/sep/23/fit-in-my-40s-dna-test-fortune-teller-science?CMP=share_btn_tw

Top URLs in Tweet in G3:
[2] https://www.sheknows.com/health-and-wellness/articles/2035045/genetic-testing-myths-debunked/?utm_medium=Social&utm_source=Unknown&utm_campaign=Leadify
[2] https://carefreenow.com?a=Jean
[1] https://wholevstermlifeinsurance.com/genetic-testing-and-life-insurance/?utm_campaign=genetic-testing-and-life-insurance&utm_medium=social_link&utm_source=missinglettr
[1] https://www.benefitspro.com/2019/04/26/genetic-testing-precision-medicine-and-benefits-design/
[1] https://www.businessinsider.in/From-suicide-prevention-to-genetic-testing-theres-a-widening-disconnect-between-Silicon-Valley-health-tech-and-outside-experts-who-see-red-flags/articleshow/69149528.cms
[1] https://www.benefitnews.com/opinion/what-to-consider-before-adding-a-genetic-testing-benefit?utm_campaign=intraday-c-May%203%202019&utm_medium=email&utm_source=newsletter&eid=29ed12de59c412b49e479d0ee0b82b94
[1] https://www.instagram.com/p/BxJY1TInUEi/?igshid=ohf4wv6slt4f
[1] https://twitter.com/geneticcouns/status/1124402059535581185
[1] https://twitter.com/mysticliving/status/1125669438110310400
[1] https://www.labonline.com.au/content/life-scientist/article/-undetectable-untransmittable-holds-up-in-hiv-study-996298852

Top URLs in Tweet in G4:
[2] https://dailynews.ascopubs.org/do/10.5555/ADN.19.190169/full/
[1] https://www.survivornet.com/articles/genetic-testing-is-increasingly-driving-treatment-for-breast-cancer-and-may-actually-help-lower-costs/
[1] https://www.facingourrisk.org/understanding-brca-and-hboc/KNOW-MORE.php?utm_medium=social&utm_source=facebook&utm_campaign=AZorganic&utm_content=2Q17
[1] https://www.cancer.net/blog/2019-04/why-genetic-testing-important-finding-cancer-risk
[1] https://www.cancer.net/navigating-cancer-care/cancer-basics/genetics/collecting-your-family%E2%80%99s-cancer-history
[1] https://twitter.com/proactivegenes/status/1126304411255439361

Top URLs in Tweet in G5:
[4] https://redcap.partners.org/redcap/surveys/?s=AX8FMLRXYL
[2] https://letswinpc.org/promising-science/2018/11/14/new-nccn-guidelines-stress-pancreatic-cancer-genetic-testing/
[2] http://generatestudy.org
[1] https://twitter.com/GenerateStudy/status/1126192278123548674
[1] https://nypost.com/2019/05/03/can-you-survive-pancreatic-cancer-experts-explain-symptoms-prognosis/

Top URLs in Tweet in G6:
[1] https://www.tandfonline.com/doi/full/10.1080/14636778.2018.1559726#.XNoWsoX_gyc.twitter
[1] https://www.ft.com/content/4577f938-2632-11e9-b20d-5376ca5216eb
[1] https://www.wsj.com/articles/your-dna-your-diet-how-nutrition-is-being-personalized-1535641259?reflink=share_mobilewebshare
[1] https://www.inverse.com/article/55480-ellen-greytak-parabon-nanolabs-dna-composite-sketches
[1] https://www.bbc.com/news/science-environment-47938188
[1] https://www.cnet.com/news/best-dna-tests-for-2019/#ftag=COS-05-10aaa0j
[1] https://sapac.illumina.com/destination/Seminar-On-Demand-Todays-Genomic-Solution.html
[1] https://lnkd.in/gc3vYXS

Top URLs in Tweet in G7:
[1] https://www.oncnursingnews.com/web-exclusives/benefits-and-risks-of-direct-to-consumer-genetic-testing-for-cancer

Top URLs in Tweet in G9:
[1] http://www.ambrygen.com/clinician/genetic-testing/1/oncology/cancernext
[1] https://www.hattrcompass.com/
[1] https://www.curetoday.com/publications/cure/2019/2019-lung-1/know-your-genes-testing-for-genomic-mutations-in-lung-cancer

Top URLs in Tweet in G10:
[1] https://onlinelibrary.wiley.com/doi/abs/10.1002/pbc.27762

Top Domains
Top Domains in Tweet in Entire Graph:
[19] wsj.com
[17] twitter.com
[16] co.uk
[15] ft.com
[13] bbc.com
[10] cnet.com
[9] com.au
[9] sciencemag.org
[9] technologyreview.com
[8] wired.com

Top Domains in Tweet in G1:
[6] twitter.com
[4] sciencemag.org
[3] mygenecounsel.com
[2] generatestudy.org
[1] prweb.com
[1] bloomberg.com
[1] questdiagnostics.com
[1] amimckay.com
[1] wired.com
[1] mirabelsmagazinecentral.com

Top Domains in Tweet in G2:
[18] wsj.com
[15] co.uk
[14] ft.com
[12] bbc.com
[9] cnet.com
[8] com.au
[8] technologyreview.com
[7] wired.com
[7] nih.gov
[7] spokesman.com

Top Domains in Tweet in G3:
[3] twitter.com
[3] rmact.com
[2] sheknows.com
[2] fiercehealthcare.com
[2] carefreenow.com
[1] wholevstermlifeinsurance.com
[1] benefitspro.com
[1] businessinsider.in
[1] benefitnews.com
[1] instagram.com

Top Domains in Tweet in G4:
[2] cancer.net
[2] ascopubs.org
[1] survivornet.com
[1] facingourrisk.org
[1] twitter.com

Top Domains in Tweet in G5:
[4] partners.org
[2] letswinpc.org
[2] generatestudy.org
[1] twitter.com
[1] nypost.com

Top Domains in Tweet in G6:
[1] tandfonline.com
[1] ft.com
[1] wsj.com
[1] inverse.com
[1] bbc.com
[1] cnet.com
[1] illumina.com
[1] lnkd.in

Top Domains in Tweet in G7:
[1] oncnursingnews.com

Top Domains in Tweet in G9:
[1] ambrygen.com
[1] hattrcompass.com
[1] curetoday.com

Top Domains in Tweet in G10:
[1] wiley.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[336] genetictesting
[175] dna
[144] dnatest
[100] dnatesting
[78] dnasequencing
[71] genome
[66] science
[54] genomics
[44] medicine
[42] geneticcounseling



Top Hashtags in Tweet in G1:
[78] genetictesting
[38] geneticcounseling
[17] gencsm
[17] gcchat
[14] hereditarycancer
[13] directtoconsumer
[12] nsgcgenepool
[11] geneticprivacy
[11] gina
[11] dataprivacy

Top Hashtags in Tweet in G2:
[156] dna
[137] dnatest
[93] dnatesting
[76] dnasequencing
[68] genome
[68] genetictesting
[62] science
[42] medicine
[40] genomics
[40] diet

Top Hashtags in Tweet in G3:
[40] genetictesting
[5] genetics
[4] health
[3] healthcare
[3] genomics
[3] era
[3] ivf
[3] infertility
[3] fertility
[3] ttccommunity

Top Hashtags in Tweet in G4:
[11] genetictesting
[8] ovariancancer
[5] breastcancer
[5] bcsm
[5] genetic
[4] woman
[4] fallopiancancer
[4] primaryperitonealcancer
[4] cancer
[2] hereditarycancer

Top Hashtags in Tweet in G5:
[22] pancreaticcancer
[19] genetictesting
[3] earlydetection
[2] gencsm
[2] generatestudy

Top Hashtags in Tweet in G6:
[9] genetictesting
[7] genomics
[7] dna
[5] dnatest
[3] genetics
[3] cancer
[2] diet
[2] dnatesting
[2] dnasequencing
[2] genome

Top Hashtags in Tweet in G7:
[4] genetictesting
[4] hrs2019
[2] epeeps
[2] cardiogen
[1] genome

Top Hashtags in Tweet in G8:
[9] klinefelters
[9] genetictesting
[1] sperm

Top Hashtags in Tweet in G9:
[6] genetictesting
[1] nsclc
[1] lcsm
[1] endcancer

Top Hashtags in Tweet in G10:
[5] bsu
[5] genetictesting

Top Words
Top Words in Tweet in Entire Graph:
[275] Words in Sentiment List#1: Positive
[205] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[10754] Non-categorized Words
[11234] Total Words
[340] #genetictesting
[185] #dna
[168] #dnatest
[103] dnaintel
[100] #dnatesting

Top Words in Tweet in G1:
[80] #genetictesting
[38] #geneticcounseling
[34] people
[32] genetic
[29] brcaresponder
[28] new
[26] a2
[23] many
[22] explain
[22] counseling

Top Words in Tweet in G2:
[166] #dna
[160] #dnatest
[100] dnaintel
[93] #dnatesting
[76] #dnasequencing
[75] dna
[68] #genome
[68] #genetictesting
[62] #science
[44] nutritionaldna

Top Words in Tweet in G3:
[40] #genetictesting
[14] genetic
[9] testing
[5] #genetics
[5] more
[5] dr
[5] help
[5] know
[4] health
[4] calum

Top Words in Tweet in G4:
[16] cancer
[14] family's
[14] history
[11] #genetictesting
[9] cancerdotnet
[8] #ovariancancer
[7] show
[7] health
[7] care
[7] team

Top Words in Tweet in G5:
[22] #pancreaticcancer
[19] #genetictesting
[10] sapnasyngal
[10] danafarber
[10] discusses
[10] new
[10] nccnnews
[10] guidelines
[10] stress
[8] letswinpc

Top Words in Tweet in G6:
[11] dna
[9] #genetictesting
[7] missed
[7] recent
[7] article
[7] s
[7] stake
[7] determining
[7] indigeneity
[7] era

Top Words in Tweet in G7:
[4] #genetictesting
[4] #hrs2019
[3] jkspoonamore
[3] 23andme
[3] iumedschool
[3] iu_health
[3] cardiogc
[3] colleague
[3] bmhelm
[3] talking

Top Words in Tweet in G8:
[9] s
[9] full
[9] house
[9] ssmr_malefactor
[9] meeting
[9] stimulating
[9] discussions
[9] #klinefelters
[9] #genetictesting
[8] drmarysamplaski

Top Words in Tweet in G9:
[11] patient
[8] learn
[7] changes
[7] everything
[7] essentially
[7] makes
[7] disease
[7] chronic
[7] illness
[7] lot

Top Words in Tweet in G10:
[6] remember
[5] brand
[5] new
[5] #bsu
[5] paper
[5] families'
[5] experiences
[5] cancer
[5] related
[5] #genetictesting

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[111] #dna,#dnatest
[94] #dnatest,#dnatesting
[78] #dnatesting,#dnasequencing
[70] #genome,#genetictesting
[69] #dnasequencing,#genome
[62] #genetictesting,#science
[42] #science,#medicine
[38] #medicine,#genomics
[34] #geneticcounseling,#genetictesting
[28] #genomics,#geneticdisease

Top Word Pairs in Tweet in G1:
[32] #geneticcounseling,#genetictesting
[22] genetic,counseling
[21] a2,many
[21] many,people
[21] people,think
[21] think,#geneticcounseling
[21] #genetictesting,same
[21] same,thing
[21] thing,explain
[21] explain,genetic

Top Word Pairs in Tweet in G2:
[107] #dna,#dnatest
[92] #dnatest,#dnatesting
[76] #dnatesting,#dnasequencing
[68] #genome,#genetictesting
[67] #dnasequencing,#genome
[60] #genetictesting,#science
[42] #science,#medicine
[38] #medicine,#genomics
[28] #genomics,#geneticdisease
[28] #business,#entrepreneur

Top Word Pairs in Tweet in G3:
[7] genetic,testing
[4] #genetics,#genetictesting
[4] #genetictesting,#health
[3] know,#era
[3] #era,test
[3] test,dr
[3] dr,mark
[3] mark,lenodires
[3] lenodires,discuss'
[3] discuss',determine

Top Word Pairs in Tweet in G4:
[7] family's,history
[7] history,cancer
[7] cancer,show
[7] show,health
[7] health,care
[7] care,team
[7] team,learn
[7] learn,collecting
[7] collecting,family's
[7] family's,cancer

Top Word Pairs in Tweet in G5:
[10] sapnasyngal,danafarber
[10] danafarber,discusses
[10] discusses,new
[10] new,nccnnews
[10] nccnnews,guidelines
[10] guidelines,stress
[10] stress,#genetictesting
[10] #genetictesting,#pancreaticcancer
[8] letswinpc,sapnasyngal
[8] #pancreaticcancer,patien

Top Word Pairs in Tweet in G6:
[7] missed,recent
[7] recent,article
[7] article,s
[7] s,stake
[7] stake,determining
[7] determining,indigeneity
[7] indigeneity,era
[7] era,diy
[7] diy,dna
[7] dna,download

Top Word Pairs in Tweet in G7:
[3] iumedschool,iu_health
[3] iu_health,cardiogc
[3] cardiogc,colleague
[3] colleague,bmhelm
[3] bmhelm,talking
[3] talking,packed
[3] packed,room
[3] room,#hrs2019
[3] #hrs2019,through
[3] through,strategic

Top Word Pairs in Tweet in G8:
[9] s,full
[9] full,house
[9] house,ssmr_malefactor
[9] ssmr_malefactor,meeting
[9] meeting,stimulating
[9] stimulating,discussions
[9] discussions,#klinefelters
[9] #klinefelters,#genetictesting
[8] drmarysamplaski,s
[8] #genetictesting,#sper

Top Word Pairs in Tweet in G9:
[7] changes,everything
[7] everything,patient
[7] patient,essentially
[7] essentially,makes
[7] makes,disease
[7] disease,chronic
[7] chronic,illness
[7] illness,lot
[7] lot,patients
[6] mdandersonnews,changes

Top Word Pairs in Tweet in G10:
[5] brand,new
[5] new,#bsu
[5] #bsu,paper
[5] paper,families'
[5] families',experiences
[5] experiences,cancer
[5] cancer,related
[5] related,#genetictesting
[5] #genetictesting,childhood
[5] childhood,remember

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@dnaintel
@nutritionaldna
@brcaresponder
@mygenecounsel
@financialtimes
@lguzzardim
@dnapodcast
@sapnasyngal
@danafarber
@nccnnews

Top Mentioned in G1:
@brcaresponder
@mygenecounsel
@dnapodcast
@lguzzardim
@chicagogenetics
@srotberg15
@sciencemagazine
@ajmc_journal
@questdx

Top Mentioned in G2:
@dnaintel
@nutritionaldna
@financialtimes
@thejournal_ie
@smh
@techreview
@cnn
@mensjournal
@bbc_capital
@britannica

Top Mentioned in G3:
@preventgenrx

Top Mentioned in G4:
@cancerdotnet
@facingourrisk
@breastadvocate
@jco_asco
@sta
@stanfordcancer
@netflix
@1capplegate

Top Mentioned in G5:
@sapnasyngal
@danafarber
@nccnnews
@letswinpc
@generatestudy
@lustgartenfdn
@kfrfpc
@su2c
@mdandersonnews
@nypost

Top Mentioned in G6:
@profemmakowal
@lindaavey
@nutritionaldna
@divabiotech
@dnaintel
@gerald_goh
@science_vision
@financialtimes
@thejournal_ie
@pathsos_

Top Mentioned in G7:
@jkspoonamore
@23andme
@iumedschool
@iu_health
@cardiogc
@bmhelm
@chloereutercgc
@murray_bdye
@oncnursingnews

Top Mentioned in G8:
@ssmr_malefactor
@drmarysamplaski
@akankshamehtamd
@dlambj
@keckmedusc
@drpaduch
@usc_urology

Top Mentioned in G9:
@ambrygenetics
@mdandersonnews
@cure_magazine

Top Mentioned in G10:
@brittanycmcgill
@cewakefield
@vetschjanine
@jabyrnesci
@metcalfealison

Top Tweeters
Top Tweeters in Entire Graph:
@ottlegalrebels
@huffpost
@calcaware
@telegraph
@zarifaroberson
@corruptnsw
@demfromct
@financialtimes
@thejournal_ie
@cnn

Top Tweeters in G1:
@ottlegalrebels
@wired
@btrfly12
@brcaresponder
@ajmc_journal
@eschattner
@mattwardfromage
@womenofteal
@familytreetips2
@sciencemagazine

Top Tweeters in G2:
@financialtimes
@thejournal_ie
@cnn
@zdnet
@yahoofinance
@smh
@smithsk
@techreview
@cat_bot_5000
@mensjournal

Top Tweeters in G3:
@aruplabs
@sid_healthcare
@fertility_rmact
@tonyalex115
@marindependent1
@rogersro
@marleahdeank
@philearning
@pinnaclecare
@jennifert_poet

Top Tweeters in G4:
@sta
@diepflapbreast
@netflix
@asco
@breastadvocate
@fischmd
@aoi_usagi79
@gyncsm
@rmilesmd
@facingourrisk

Top Tweeters in G5:
@nypost
@dawnka
@danafarber
@aiims1742
@johnran28545123
@letswinpc
@bncordeiro
@lustgartenfdn
@shersart1
@eileenweinberg

Top Tweeters in G6:
@dnaed_tech
@rowlandm
@tiecon
@divabiotech
@atultech
@methylnick
@lindaavey
@illuminalive
@deakin_adi
@gerald_goh

Top Tweeters in G7:
@23andme
@oncnursingnews
@iu_health
@mskcc_library
@iumedschool
@eplabdigest
@jkspoonamore
@bmhelm
@sadsfoundation
@cardiogc

Top Tweeters in G8:
@keckmedusc
@doctorshep
@usc_urology
@dockovac
@alextatem
@dlambj
@judedockray
@drmarysamplaski
@premalpatelmd
@drpaduch

Top Tweeters in G9:
@toddtoomer
@grandma_hockey
@mdandersonnews
@cure_magazine
@cancermedmda
@ambrygenetics
@massoud87910276
@aeducote
@horel_one
@anacecijaramd

Top Tweeters in G10:
@drcarolpercy
@dhlangbecker
@cewakefield
@cancersphere
@metcalfealison
@jabyrnesci
@brittanycmcgill
@vetschjanine
@baenziger_j


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