DNA privacy, Twitter, 8/15/2019 2:01:36 PM, 206898


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DNA privacy Twitter NodeXL SNA Map and Report for Thursday, 15 August 2019 at 13:49 UTC
DNA privacy Twitter NodeXL SNA Map and Report for Thursday, 15 August 2019 at 13:49 UTC
From:
Connected Action NodeXL-Reports
Uploaded on:
August 15, 2019
Short Description:
DNA privacy via NodeXL http://bit.ly/2N0YNsx
@stevesi
@wef
@wsj
@minggao26
@rralstonagile
@jimmymorabito
@nuria2407
@stachanna
@globalgenecorp
@geneinfosec

Top hashtags:
#privacy
#dna
#science
#innovation
#23andme
#healthdata
#bigdata
#fda
#patientsafety
#ancestry

Description:
Description
The graph represents a network of 491 Twitter users whose recent tweets contained "DNA privacy", 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, 15 August 2019 at 13:51 UTC.

The tweets in the network were tweeted over the 8-day, 23-hour, 21-minute period from Tuesday, 06 August 2019 at 14:08 UTC to Thursday, 15 August 2019 at 13:29 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 : 497
Unique Edges : 548
Edges With Duplicates : 244
Total Edges : 792
Number of Edge Types : 4
Mentions : 231
Tweet : 221
Replies to : 138
Retweet : 202
Self-Loops : 228
Reciprocated Vertex Pair Ratio : 0.0419426048565121
Reciprocated Edge Ratio : 0.0805084745762712
Connected Components : 163
Single-Vertex Connected Components : 73
Maximum Vertices in a Connected Component : 44
Maximum Edges in a Connected Component : 58
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 1.634816
Graph Density : 0.0019147140909976
Modularity : 0.656773
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[43] https://www.weforum.org/agenda/2019/08/home-dna-tests-privacy
[19] https://www.theverge.com/2018/6/6/17435166/myheritage-dna-breach-genetic-privacy-bioethics
[18] https://www.darshankulkarni.com/is-chinese-crispr-experiment-on-babies-ethically-justified/
[15] https://www.weforum.org/agenda/2019/08/home-dna-tests-privacy/
[10] https://www.wsj.com/articles/23andme-glaxo-mine-dna-data-in-hunt-for-new-drugs-11563879881
[7] https://www.patheos.com/blogs/throughcatholiclenses/2019/08/the-privacy-concerns-over-recent-dna-criminal-cases/
[6] https://afrotech.com/dna-testing-has-grown-in-popularity-but-what-does-that-mean-for-your-privacy
[5] https://twinybots.ch/
[5] https://www.axios.com/dna-test-results-privacy-genetic-data-sharing-4687b1a0-f527-425c-ac51-b5288b0c0293.html
[5] https://www.bbc.com/news/technology-48110894

Top URLs in Tweet in G1:
[19] https://www.weforum.org/agenda/2019/08/home-dna-tests-privacy
[5] https://twinybots.ch/
[4] https://www.weforum.org/agenda/2019/08/home-dna-tests-privacy/?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.weforum.org/agenda/2019/08/home-dna-tests-privacy/
[3] https://www.patheos.com/blogs/throughcatholiclenses/2019/08/the-privacy-concerns-over-recent-dna-criminal-cases/
[2] https://www.bbc.co.uk/news/technology-48110894
[2] https://www.ecseq.com/blog/2019/privacy-implications-of-genetic-information-sharing
[2] https://bigthink.com/technology-innovation/genetic-privacy
[2] https://www.theverge.com/2018/6/6/17435166/myheritage-dna-breach-genetic-privacy-bioethics
[2] https://www.wsj.com/articles/deals-give-drugmakers-rights-to-dna-data-11565607602

Top URLs in Tweet in G3:
[22] https://www.weforum.org/agenda/2019/08/home-dna-tests-privacy
[7] https://www.weforum.org/agenda/2019/08/home-dna-tests-privacy/

Top URLs in Tweet in G4:
[9] https://www.wsj.com/articles/23andme-glaxo-mine-dna-data-in-hunt-for-new-drugs-11563879881
[2] https://twitter.com/fr_hossain/status/1023234176101871616
[2] https://www.weforum.org/agenda/2019/08/home-dna-tests-privacy/
[1] https://trib.al/AIcBfNB
[1] https://www.wsj.com/articles/deals-give-drugmakers-rights-to-dna-data-11565607602
[1] https://komonews.com/news/consumer/how-much-info-do-you-get-how-much-to-you-give-away-with-dna-health-and-ancestry-tests

Top URLs in Tweet in G5:
[16] https://www.theverge.com/2018/6/6/17435166/myheritage-dna-breach-genetic-privacy-bioethics

Top URLs in Tweet in G6:
[1] https://www.pbs.org/newshour/show/human-microchipping-sparks-debate-over-privacy-exploitation

Top URLs in Tweet in G8:
[1] https://www.tomsguide.com/reference/dna-test-kits-explained
[1] https://www.bbc.co.uk/news/technology-48110894
[1] https://techcrunch.com/2019/01/31/hlavka-murder-gedmatch-dna/?guccounter=1&guce_referrer_us=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&guce_referrer_cs=M8ooBRfWTl_v6xufUpfzyg

Top URLs in Tweet in G9:
[1] https://www.nytimes.com/2019/06/03/world/americas/youtube-pedophiles.html?smid=nytcore-ios-share
[1] https://www.wsj.com/video/home-dna-tests-can-disrupt-family-dynamics-heres-how/4C96286E-594E-418A-955E-4FDF130CC09C.html
[1] https://www.nytimes.com/interactive/2018/12/10/business/location-data-privacy-apps.html
[1] https://www.nytimes.com/2018/05/10/technology/cellphone-tracking-law-enforcement.html
[1] https://twitter.com/daveg/status/1019074872721453057?s=21
[1] https://www.youtube.com/watch?v=OMOGaugKpzs&feature=youtu.be

[1] https://twitter.com/gbrockell/status/1072589687489998848?s=21
[1] https://www.nytimes.com/2018/12/12/opinion/facebook-data-privacy-advertising.html
[1] https://www.nytimes.com/2018/12/18/technology/facebook-privacy.html
[1] https://twitter.com/jonathanwilson/status/1089294569211154432?s=21

Top URLs in Tweet in G10:
[1] https://www.statnews.com/2019/08/09/health-tech-companies-consumer-dna-congress-safeguards/?utm_content=bufferea2a7&utm_medium=social&utm_source=twitter&utm_campaign=twitter_organic
[1] https://www.h2fallcon.com/santa-clara/2019/news/how-health-tech-can-tackle-data-privacy-issues
[1] http://statnews.com/2019/08/09/health-tech-companies-consumer-dna-congress-safeguards/

Top Domains
Top Domains in Tweet in Entire Graph:
[64] weforum.org
[27] twitter.com
[19] nytimes.com
[19] wsj.com
[19] theverge.com
[18] darshankulkarni.com
[7] patheos.com
[7] co.uk
[6] afrotech.com
[5] twinybots.ch

Top Domains in Tweet in G1:
[29] weforum.org
[6] twitter.com
[5] twinybots.ch
[4] wsj.com
[3] bigthink.com
[3] t.co
[3] patheos.com
[2] nytimes.com
[2] co.uk
[2] ecseq.com

Top Domains in Tweet in G3:
[29] weforum.org

Top Domains in Tweet in G4:
[10] wsj.com
[2] twitter.com
[2] weforum.org
[1] trib.al
[1] komonews.com

Top Domains in Tweet in G5:
[16] theverge.com

Top Domains in Tweet in G6:
[1] pbs.org

Top Domains in Tweet in G8:
[1] tomsguide.com
[1] co.uk
[1] techcrunch.com

Top Domains in Tweet in G9:
[15] nytimes.com
[5] twitter.com
[2] wsj.com
[1] youtube.com
[1] fastcompany.com
[1] theguardian.com

Top Domains in Tweet in G10:
[2] statnews.com
[1] h2fallcon.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[69] privacy
[57] dna
[25] science
[24] innovation
[17] 23andme
[8] healthdata
[7] bigdata
[7] fda
[7] patientsafety
[7] ancestry



Top Hashtags in Tweet in G1:
[15] privacy
[13] dna
[11] science
[11] innovation
[2] ngs
[2] diagnostics
[2] saas
[2] genealogy
[2] free
[2] genomic

Top Hashtags in Tweet in G3:
[11] science
[11] innovation
[1] lifeinsurance
[1] dna

Top Hashtags in Tweet in G4:
[13] privacy
[7] fda
[7] patientsafety
[4] geneinfosec
[2] cybersecurity
[2] ai
[2] bigdata
[2] healthtech
[2] meded
[2] healthcare

Top Hashtags in Tweet in G6:
[1] istandwithprestrump
[1] maga
[1] foxnews
[1] tcot
[1] thursdaythoughts
[1] thursdaymorning
[1] thursdaymotivation
[1] ingodwetrust
[1] godblesstheusa
[1] our

Top Hashtags in Tweet in G8:
[5] ancestry
[3] dna
[1] genomics
[1] genes
[1] datarightsarehumanrights

Top Hashtags in Tweet in G9:
[4] bigdata
[1] dataviz
[1] iot
[1] digitaltransformation

Top Hashtags in Tweet in G10:
[1] health2con
[1] privacy
[1] data

Top Words
Top Words in Tweet in Entire Graph:
[409] Words in Sentiment List#1: Positive
[418] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Your list of keywords
[16451] Non-categorized Words
[17278] Total Words
[395] dna
[245] privacy
[125] data
[93] first
[92] #privacy

Top Words in Tweet in G1:
[81] dna
[32] think
[29] privacy
[25] tests
[25] private
[24] home
[15] #privacy
[13] genetic
[13] #dna
[11] #science

Top Words in Tweet in G2:
[88] ibm
[88] first
[88] co
[88] employee
[44] 15
[44] years
[44] ago
[44] pledge
[44] use
[44] dna

Top Words in Tweet in G3:
[17] home
[17] dna
[17] tests
[17] private
[17] think
[11] #science
[11] #innovation
[9] wef
[3] wish
[3] live

Top Words in Tweet in G4:
[14] wsj
[13] #privacy
[11] genetic
[9] databases
[9] pharma
[9] partners
[9] soberlook
[9] #fda
[9] #patientsafety
[9] #cybersecurity

Top Words in Tweet in G5:
[16] minggao26

Top Words in Tweet in G6:
[5] ilhanmn
[4] mikandynothem
[4] arizonakayte
[4] politicalshort
[4] repadamschiff
[4] donnawr8
[4] surfermom77
[4] katthehammer1
[4] choosetobfree
[4] jamierodr14

Top Words in Tweet in G7:
[5] cheycheytozzi
[5] amp
[3] halpern_claude
[3] account
[3] lyrics
[3] high
[3] love
[2] demages
[2] piercebrosnan
[2] still

Top Words in Tweet in G8:
[12] privacy
[12] #ancestry
[8] guide
[8] consumer
[8] genetic
[8] tests
[8] acknowledging
[8] concerns
[8] around
[8] test

Top Words in Tweet in G9:
[16] privacy
[9] information
[8] private
[8] data
[6] trade
[6] sold
[6] amp
[6] personal
[5] laws
[5] big

Top Words in Tweet in G10:
[9] companies
[9] dna
[8] data
[5] tech
[5] consumers
[5] congress
[5] safeguard
[4] really
[4] aren
[4] guidelines

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[88] first,co
[66] dna,tests
[56] privacy,policy
[48] private,think
[47] home,dna
[47] years,ago
[46] use,dna
[44] tests,private
[44] 15,years
[44] ago,ibm

Top Word Pairs in Tweet in G1:
[25] private,think
[24] dna,tests
[23] home,dna
[23] tests,private
[6] genetic,testing
[6] think,#innovation
[6] #innovation,#science
[5] think,#science
[5] #science,#innovation
[3] genetic,data

Top Word Pairs in Tweet in G2:
[88] first,co
[44] 15,years
[44] years,ago
[44] ago,ibm
[44] ibm,first
[44] co,pledge
[44] pledge,use
[44] use,dna
[44] dna,info
[44] info,employment

Top Word Pairs in Tweet in G3:
[17] home,dna
[17] dna,tests
[17] tests,private
[17] private,think
[11] think,#science
[11] #science,#innovation
[6] think,wef
[3] wish,live
[3] live,world
[3] world,benefits

Top Word Pairs in Tweet in G4:
[9] genetic,databases
[9] databases,pharma
[9] pharma,partners
[9] partners,wsj
[9] wsj,soberlook
[9] soberlook,#privacy
[9] #privacy,#fda
[9] #fda,#patientsafety
[9] #patientsafety,#cybersecurity
[9] #cybersecurity,#ai

Top Word Pairs in Tweet in G6:
[4] mikandynothem,arizonakayte
[4] arizonakayte,ilhanmn
[4] ilhanmn,politicalshort
[4] politicalshort,repadamschiff
[4] repadamschiff,donnawr8
[4] donnawr8,surfermom77
[4] surfermom77,katthehammer1
[4] katthehammer1,choosetobfree
[4] choosetobfree,jamierodr14
[4] jamierodr14,ladydwinter

Top Word Pairs in Tweet in G7:
[3] high,love
[2] amp,demages
[2] cheycheytozzi,halpern_claude
[2] halpern_claude,piercebrosnan
[2] piercebrosnan,cheycheytozzi
[2] cheycheytozzi,still
[2] still,wearing
[2] wearing,floral
[2] floral,pattern
[2] pattern,dna

Top Word Pairs in Tweet in G8:
[8] guide,consumer
[8] consumer,genetic
[8] genetic,tests
[8] tests,acknowledging
[8] acknowledging,concerns
[8] concerns,around
[8] around,privacy
[8] privacy,test
[8] test,limitations
[8] limitations,#genomics

Top Word Pairs in Tweet in G9:
[4] private,information
[4] big,brother
[3] privacy,defining
[3] defining,risk
[3] risk,age
[3] sold,resold
[3] breath,take
[3] move,make
[3] trade,personal
[3] used,against

Top Word Pairs in Tweet in G10:
[5] tech,companies
[5] consumers,dna
[5] congress,safeguard
[4] really,aren
[4] aren,guidelines
[4] guidelines,needs
[4] needs,privacy
[4] privacy,policies
[4] policies,companies
[4] companies,use

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@wsj
@wef
@soberlook
@jacksonleetx18
@addthis
@timihealth
@nra
@ilhanmn
@arizonakayte
@politicalshort

Top Mentioned in G1:
@envisagenow

Top Mentioned in G3:
@wef

Top Mentioned in G4:
@wsj
@soberlook
@fr_hossain
@_melaevans
@juliecolin
@1972patriot
@komonews

Top Mentioned in G6:
@ilhanmn
@arizonakayte
@politicalshort
@repadamschiff
@donnawr8
@surfermom77
@katthehammer1
@choosetobfree
@jamierodr14
@ladydwinter

Top Mentioned in G7:
@halpern_claude
@piercebrosnan
@aol
@twitter
@amnesty
@ungeneva
@gijn
@global_witness
@cheycheytozzi

Top Mentioned in G9:
@nytimes
@youtube
@eucouncil
@equifax
@facebook
@google

Top Mentioned in G10:
@statnews
@drewqjoseph

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@halpern_claude
@dna
@theresamax
@rosenchild
@kimvie
@stachanna
@zerohedge
@nytimes
@jamierodr14

Top Tweeters in G1:
@dna
@carlesdijous
@jacqueline_000
@saeedbaygi
@1bonytoad
@foxmental_x
@giftedprude
@arjunbahree
@robinyearsley
@ittechbuz

Top Tweeters in G2:
@thijsniks
@welles
@4sn
@severuduw
@_eleanorina
@stevesi
@abiola_usman
@jikissgamer
@gregcons
@ericghill

Top Tweeters in G3:
@dredeyedick
@wef
@dimas_______
@2ndleprechaun
@mywaypress
@mabyillah
@rain2and
@zach_wambugu
@wakeup2find
@prakashadvani

Top Tweeters in G4:
@chidambara09
@wsj
@komonews
@dme_jun
@excellencia_ltd
@7longgame
@1972patriot
@alecpett
@fr_hossain
@soberlook

Top Tweeters in G5:
@theresamax
@ideagov
@rascal8346
@tbbrame
@bassher
@rralstonagile
@42_dolphins
@joycejohnsonr
@emmablu1974
@millennialpriml

Top Tweeters in G6:
@jamierodr14
@katthehammer1
@arizonakayte
@donnawr8
@ladydwinter
@surfermom77
@politicalshort
@nuria2407
@choosetobfree
@mikandynothem

Top Tweeters in G7:
@halpern_claude
@stachanna
@aol
@ungeneva
@gijn
@amnesty
@global_witness
@twitter
@cheycheytozzi
@piercebrosnan

Top Tweeters in G8:
@billaut
@kat_arney
@familytreetips2
@drkoepsell
@brunoboutteau
@encrypgen
@btchap
@mmepinyc
@globalgenecorp
@geneticsunzip

Top Tweeters in G9:
@nytimes
@dollyllamax
@google
@carolynmcc
@trengarajan
@youtube
@facebook
@eucouncil
@equifax

Top Tweeters in G10:
@rosenchild
@hubbucket
@statnews
@health2con
@jasonukman
@veritasgenetics
@drewqjoseph
@nehadagaonkar
@mileyholder


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