DNA data, Twitter, 7/12/2019 5:47:18 PM, 202940


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DNA data_2019-07-12_10-24-26.xlsx
DNA data_2019-07-12_10-24-26.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 12, 2019
Short Description:
DNA data via NodeXL http://bit.ly/32zoOoa
@23andme
@dnaed_tech
@gringene_bio
@luisceze
@cnbc
@cecilejanssens
@ecseq
@chrissyfarr
@encrypgen
@eli_f_edralin

Top hashtags:
#dna
#data
#datastorage
#privacy
#digitalstorage
#security
#technology
#biotech
#ciscodna

Description:
Description
The graph represents a network of 3,062 Twitter users whose recent tweets contained "DNA data", 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, 12 July 2019 at 17:30 UTC.

The tweets in the network were tweeted over the 9-day, 14-hour, 59-minute period from Wednesday, 03 July 2019 at 02:13 UTC to Friday, 12 July 2019 at 17:13 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 : 3062
Unique Edges : 3363
Edges With Duplicates : 468
Total Edges : 3831
Self-Loops : 826
Reciprocated Vertex Pair Ratio : 0.0190716084922634
Reciprocated Edge Ratio : 0.0374293785310734
Connected Components : 868
Single-Vertex Connected Components : 485
Maximum Vertices in a Connected Component : 373
Maximum Edges in a Connected Component : 554
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.037193
Graph Density : 0.000302151485012668
Modularity : 0.794879
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[130] https://www.scientificamerican.com/article/dna-data-storage-is-closer-than-you-think/
[68] https://www.cnbc.com/2019/07/11/23andme-taking-on-apple-with-pilot-to-gather-medical-data-not-just-dna.html
[35] https://www.scientificamerican.com/article/dna-data-storage-is-closer-than-you-think/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf215358754=1
[23] https://trib.al/eQiCLJ2
[21] https://www.nature.com/articles/s41467-019-10978-4
[20] https://trib.al/wMZXcbJ
[16] https://www.amazon.in/dp/B07TYWFPG6/ref=cm_sw_r_cp_apa_i_.JEiDb5RF1EZ2
[14] https://garage.vice.com/en_us/article/3k3m4n/an-artistic-exploration-of-love-dna-and-biohacking
[14] http://biorxiv.org/cgi/content/short/696179v1?rss=1&utm_source=dlvr.it&utm_medium=twitter
[14] https://www.techspot.com/news/80842-scientists-store-data-molecules-smaller-than-dna.html

Top URLs in Tweet in G1:
[72] https://www.scientificamerican.com/article/dna-data-storage-is-closer-than-you-think/
[12] https://www.scientificamerican.com/article/dna-data-storage-is-closer-than-you-think/?utm_source=ifttt
[9] https://news.ycombinator.com/item?id=20363173
[9] https://www.techspot.com/news/80842-scientists-store-data-molecules-smaller-than-dna.html
[9] https://www.cnbc.com/2019/07/11/23andme-taking-on-apple-with-pilot-to-gather-medical-data-not-just-dna.html
[9] https://www.cnbc.com/2019/07/11/23andme-taking-on-apple-with-pilot-to-gather-medical-data-not-just-dna.html?__source=sharebar|twitter&par=sharebar
[7] https://www.newscientist.com/article/2208439-data-can-now-be-stored-inside-the-molecules-that-power-our-metabolism/
[6] https://hardware.slashdot.org/story/19/07/06/0113225/dna-data-storage-is-closer-than-you-think?utm_source=rss1.0mainlinkanon&utm_medium=feed
[6] https://www.youtube.com/watch?v=GUQlZhWTulE&t=5s

[6] https://twitter.com/hammondfuturist/status/1136215592170610688/photo/1

Top URLs in Tweet in G2:
[5] https://www.maketecheasier.com/dna-testing-companies-keep-data-private/
[4] http://2.Social
[3] https://my.encrypgen.com/
[3] http://www.frontlinegenomics.com/news/18247/getting-paid-genomic-data-never-before/
[3] https://www.onehealthtech.com/post/the-politics-of-dna-data
[2] https://www.cnbc.com/2019/07/11/23andme-taking-on-apple-with-pilot-to-gather-medical-data-not-just-dna.html?__source=twitter%7Cmain
[2] https://encrypgen.com/
[2] https://www.latimes.com/business/lazarus/la-fi-lazarus-dna-genetic-privacy-20190702-story.html
[2] https://geneticdataprotection.com/
[2] https://syndic8.scopus.com/action/redirectFile?zone=main¤tActivity=feed&usageType=outward&url=https%3A%2F%2Fwww.scopus.com%2Finward%2Frecord.uri%3Feid%3D2-s2.0-85068407726%26rel%3DR4.0.0%26partnerID%3D35%26md5%3D9956dca64cbc7a71c31f9051754d9ee3&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[7] https://twitter.com/ginaaharkins/status/1146490066430283780?s=21
[1] https://threadreaderapp.com/thread/1146683655101779969.html

Top URLs in Tweet in G5:
[22] https://trib.al/eQiCLJ2
[19] https://trib.al/wMZXcbJ
[2] https://www.cnbc.com/2019/07/11/23andme-taking-on-apple-with-pilot-to-gather-medical-data-not-just-dna.html
[1] https://www.cnbc.com/2019/07/11/23andme-taking-on-apple-with-pilot-to-gather-medical-data-not-just-dna.html?__source=sharebar|twitter&par=sharebar
[1] https://www.cnbc.com/2019/07/11/23andme-taking-on-apple-with-pilot-to-gather-medical-data-not-just-dna.html?__source=iosappshare%7Ccom.apple.UIKit.activity.PostToTwitter
[1] https://www.cnbc.com/2019/07/05/google-gmail-purchase-history-cant-be-deleted.html

Top URLs in Tweet in G7:
[33] https://www.scientificamerican.com/article/dna-data-storage-is-closer-than-you-think/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf215358754=1
[10] https://www.scientificamerican.com/article/dna-data-storage-is-closer-than-you-think/?amp
[5] https://www.scientificamerican.com/article/dna-data-storage-is-closer-than-you-think/?amp;text=DNA
[4] https://www.scientificamerican.com/article/dna-data-storage-is-closer-than-you-think/

Top URLs in Tweet in G8:
[1] https://twitter.com/Uppolice/status/1148962342924967936

Top URLs in Tweet in G9:
[13] http://biorxiv.org/cgi/content/short/696179v1?rss=1&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.nature.com/articles/s41467-019-10978-4
[2] https://twitter.com/luisceze/status/1146429213425065984
[1] https://twitter.com/rosscloney/status/1149710086354407425
[1] https://www.nature.com/articles/s41467-019-10258-1
[1] https://www.nature.com/articles/s41467-019-09517-y

Top URLs in Tweet in G10:
[4] https://www.dnaindia.com/node/2770347
[2] https://www.dnaindia.com/india/report-you-are-not-bound-to-share-aadhaar-data-with-schools-banks-telcos-2769910
[1] https://www.dnaindia.com/node/2769910
[1] https://www.dnaindia.com/business/report-data-of-the-people-by-the-people-for-the-people-must-become-the-mantra-for-government-economic-survey-2768074
[1] https://www.dnaindia.com/business/report-data-analytics-showed-disability-pension-benefits-misused-cbdt-chairman-pc-mody-2769619
[1] https://www.dnaindia.com/india/report-after-election-defeat-congress-to-disband-praveen-chakravarty-headed-data-analytics-department-sources-2769766
[1] https://www.dnaindia.com/india/report-congress-data-analytics-team-which-helped-in-lok-sabha-election-ticket-distribution-to-be-scrapped-2769951
[1] https://www.dnaindia.com/node/2770244
[1] https://www.dnaindia.com/analysis/column-the-big-data-of-real-estate-2770244
[1] https://www.dnaindia.com/business/report-aadhaar-amendments-now-states-can-use-aadhaar-data-for-targeting-of-funds-2770726

Top Domains
Top Domains in Tweet in Entire Graph:
[208] scientificamerican.com
[87] cnbc.com
[87] twitter.com
[45] trib.al
[35] lnkd.in
[30] nature.com
[28] youtube.com
[27] biorxiv.org
[26] co.uk
[21] newscientist.com

Top Domains in Tweet in G1:
[95] scientificamerican.com
[40] twitter.com
[21] cnbc.com
[18] lnkd.in
[14] techmeme.com
[11] youtube.com
[11] slashdot.org
[11] dlvr.it
[11] techspot.com
[10] ycombinator.com

Top Domains in Tweet in G2:
[6] encrypgen.com
[5] maketecheasier.com
[4] cnbc.com
[4] 2.social
[3] frontlinegenomics.com
[3] onehealthtech.com
[2] latimes.com
[2] geneticdataprotection.com
[2] scopus.com
[2] twitter.com

Top Domains in Tweet in G3:
[7] twitter.com
[1] threadreaderapp.com

Top Domains in Tweet in G5:
[41] trib.al
[5] cnbc.com

Top Domains in Tweet in G7:
[52] scientificamerican.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[13] biorxiv.org
[4] nature.com
[3] twitter.com

Top Domains in Tweet in G10:
[16] dnaindia.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[171] dna
[84] data
[34] datastorage
[31] privacy
[31] digitalstorage
[30] security
[27] technology
[25] biotech
[24] ciscodna
[22] genomics



Top Hashtags in Tweet in G1:
[54] dna
[35] data
[16] datastorage
[14] technology
[13] privacy
[12] tech
[10] security
[10] biotech
[8] science
[8] innovation

Top Hashtags in Tweet in G2:
[13] genomics
[13] blockchain
[7] dna
[6] genomic
[3] sequencing
[3] superior
[2] genetic
[2] environmental
[2] nash
[2] ngs

Top Hashtags in Tweet in G4:
[2] socialmediasummit

Top Hashtags in Tweet in G5:
[8] disruptor50
[4] dna
[2] genetictesting
[1] precisionmedicine
[1] personalizedmedicine
[1] genetics
[1] genomics
[1] yanggang

Top Hashtags in Tweet in G6:
[2] mccann

Top Hashtags in Tweet in G7:
[2] dna
[1] biotech
[1] data

Top Hashtags in Tweet in G9:
[1] dnastorage

Top Hashtags in Tweet in G10:
[12] technology
[12] data
[12] proptech
[1] dnaanalysis
[1] dnaepaper
[1] amartyasen
[1] evmsirkar
[1] chaudhary
[1] dna

Top Words
Top Words in Tweet in Entire Graph:
[1288] Words in Sentiment List#1: Positive
[1007] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[61161] Non-categorized Words
[63456] Total Words
[2134] data
[1970] dna
[486] storage
[324] s
[265] think

Top Words in Tweet in G1:
[497] data
[482] dna
[173] storage
[124] think
[115] closer
[60] store
[54] #dna
[52] new
[49] molecules
[40] smaller

Top Words in Tweet in G2:
[123] data
[68] dna
[51] 23andme
[41] encrypgen
[30] more
[28] health
[27] new
[25] offering
[23] s
[21] genetic

Top Words in Tweet in G3:
[21] federalistno78
[16] nasty_1__
[16] aussie_bot
[16] 369369rv
[16] raeanon
[16] loki_1399
[16] theamericanlef1
[16] heldaccountabl3
[16] newlife_iam
[16] brea_pri

Top Words in Tweet in G4:
[47] data
[45] realdonaldtrump
[42] new
[42] executive
[42] order
[42] butt
[42] buddy
[42] ag
[42] bill
[42] barr

Top Words in Tweet in G5:
[57] data
[46] 23andme
[46] territory
[44] dna
[43] cnbc
[43] moving
[43] pilot
[43] pull
[43] medical
[24] apple

Top Words in Tweet in G6:
[7] og
[7] data
[7] dna
[6] dr
[6] perlins
[6] offer
[6] analyse
[6] samples
[5] babs108164110
[5] open

Top Words in Tweet in G7:
[54] storage
[51] sciam
[51] data
[50] think
[49] closer
[48] dna
[34] one
[33] top
[33] 10
[33] emerging

Top Words in Tweet in G8:
[48] uppolice
[48] speaking
[48] occasion
[48] director
[48] iitkanpur
[48] prof
[48] abhay
[48] karandikar
[48] iit
[48] k

Top Words in Tweet in G9:
[47] read
[45] dna
[45] data
[38] sequencing
[28] decoded
[28] nanopore
[26] storage
[26] 1
[24] luisceze
[24] out

Top Words in Tweet in G10:
[23] data
[16] dna
[14] real
[14] estate
[12] fusion
[12] #technology
[12] #data
[12] given
[12] rise
[12] dynamic

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[500] dna,data
[358] data,storage
[234] closer,think
[232] storage,closer
[178] data,dna
[125] 23andme,moving
[123] medical,data
[115] pull,medical
[114] territory,pilot
[114] pilot,pull

Top Word Pairs in Tweet in G1:
[150] dna,data
[148] data,storage
[115] storage,closer
[114] closer,think
[43] data,dna
[36] smaller,dna
[33] molecules,smaller
[29] medical,data
[26] researchers,store
[24] digital,data

Top Word Pairs in Tweet in G2:
[18] aggregate,users'
[18] users',health
[18] dna,self
[18] self,reported
[18] reported,phenotype
[18] phenotype,data
[14] 23andme,moving
[14] moving,apple's
[14] apple's,territory
[14] unsurprised,things

Top Word Pairs in Tweet in G3:
[16] nasty_1__,aussie_bot
[16] aussie_bot,369369rv
[16] 369369rv,raeanon
[16] raeanon,loki_1399
[16] loki_1399,theamericanlef1
[16] theamericanlef1,heldaccountabl3
[16] heldaccountabl3,newlife_iam
[16] newlife_iam,brea_pri
[15] federalistno78,nasty_1__
[14] brea_pri,themacan

Top Word Pairs in Tweet in G4:
[42] new,executive
[42] executive,order
[42] order,realdonaldtrump
[42] realdonaldtrump,butt
[42] butt,buddy
[42] buddy,ag
[42] ag,bill
[42] bill,barr
[42] barr,going
[42] going,data

Top Word Pairs in Tweet in G5:
[43] 23andme,moving
[43] territory,pilot
[43] pilot,pull
[43] pull,medical
[43] medical,data
[41] data,dna
[40] cnbc,23andme
[22] moving,apple
[22] apple,s
[22] s,territory

Top Word Pairs in Tweet in G6:
[6] dr,perlins
[6] perlins,offer
[6] offer,analyse
[6] analyse,data
[6] data,dna
[6] dna,samples
[5] og,open
[5] open,investigation
[5] investigation,still
[5] still,ignoring

Top Word Pairs in Tweet in G7:
[49] storage,closer
[49] closer,think
[48] data,storage
[43] dna,data
[33] think,one
[33] one,top
[33] top,10
[33] 10,emerging
[33] emerging,technologies
[33] technologies,2019

Top Word Pairs in Tweet in G8:
[48] speaking,occasion
[48] occasion,director
[48] director,iitkanpur
[48] iitkanpur,prof
[48] prof,abhay
[48] abhay,karandikar
[48] karandikar,iit
[48] iit,k
[48] k,provide
[48] provide,s

Top Word Pairs in Tweet in G9:
[24] nanopore,sequencing
[23] paper,nanopore
[23] sequencing,dna
[23] dna,storage
[23] storage,out
[23] out,1
[23] 1,6mbytes
[23] 6mbytes,data
[23] data,read
[23] read,read

Top Word Pairs in Tweet in G10:
[14] real,estate
[12] fusion,#technology
[12] #technology,#data
[12] #data,given
[12] given,rise
[12] rise,dynamic
[12] dynamic,new
[12] new,sub
[12] sub,sector
[12] sector,real

Top Replied-To
Top Replied-To in Entire Graph:
@florentinaislai
@dna
@ancestry
@bgailqu
@ginaaharkins
@mollyjongfast
@23andme
@cnbc
@_topnotchtim
@anomalou_s

Top Replied-To in G1:

Top Replied-To in G2:
@ancestry
@23andme
@anomalou_s
@carolineylchen
@cryptonext
@darciwltx
@holochain_whale
@amys_bus_ticket
@ingrahamangle

Top Replied-To in G3:
@myrydyan1
@nasty_1__
@howiedubz

Top Replied-To in G4:
@reuters
@twitterlive
@izarmagamom

Top Replied-To in G5:
@cnbc
@andrewyang

Top Replied-To in G6:
@bourgeoisviews
@jen500cc

Top Replied-To in G9:
@krknrm
@ewanbirney

Top Replied-To in G10:
@dna
@sudhirchaudhary
@airtel_presence
@pmoindia
@akashbanerjee

Top Mentioned
Top Mentioned in Entire Graph:
@budimandjatmiko
@sciam
@realdonaldtrump
@iitkanpur
@uppolice
@cnbc
@edanclay
@encrypgen
@23andme
@vantesari

Top Mentioned in G1:
@bioinformaticsb
@corneliaamiri
@envirosmartgop
@madink401
@lifeboathq
@21stscience
@ve3ofa
@ananthagreddy
@cancer_bio

Top Mentioned in G2:
@encrypgen
@23andme
@chrissyfarr
@cecilejanssens
@gannancallcott
@airbnb
@lunadna_
@picardonhealth
@ancestry
@rock_health

Top Mentioned in G3:
@federalistno78
@aussie_bot
@369369rv
@raeanon
@loki_1399
@theamericanlef1
@heldaccountabl3
@newlife_iam
@nasty_1__

Top Mentioned in G4:
@realdonaldtrump
@edanclay
@gopleader
@reuterstv
@parscale
@danscavino
@nataliesflowers
@katryn3
@gregnatural
@grahamledger

Top Mentioned in G5:
@cnbc
@cnbcdisruptors
@23andme
@chinadaily
@chrissyfarr
@apple
@divabiotech
@google

Top Mentioned in G6:
@babs108164110
@andyluhgnw3427
@loverandomieigh
@mrdelorean2
@xxsilverdoexx
@mariaxoxoxmaria
@natalie01016290
@cruftms
@mancunianmedlc
@factsonly10x

Top Mentioned in G7:
@sciam
@aysirakaya
@wef
@geochurch
@smythekin

Top Mentioned in G8:
@iitkanpur
@uppolice

Top Mentioned in G9:
@luisceze
@scell_papers
@randolph380
@rosscloney
@kstraussideas
@datamolecules
@seeliglab
@uwcse
@naturecomms
@1jorgeferrer

Top Mentioned in G10:
@cbre_india
@dna
@tomaranjul
@narendramodi
@sudhirchaudhary
@zeenews
@manankmr
@anshumanmagzine
@dnaahmedabad
@dot_india

Top Tweeters
Top Tweeters in Entire Graph:
@airtel_presence
@zyiteblog
@nosqldigest
@feedjunkie
@evankirstel
@techl0g
@drbicentenario
@saragomezaranci
@tradnews_
@chidambara09

Top Tweeters in G1:
@zyiteblog
@feedjunkie
@techl0g
@drbicentenario
@pops131
@onrotation
@evanderburg
@pekkapuhakka
@newswithvalue
@itwthefuture

Top Tweeters in G2:
@amys_bus_ticket
@ayirpelle
@zachvat
@galaxiaskykloz
@picardonhealth
@cristo_monte
@dme_health
@wicardossa1957
@dnaed_tech
@matthewherper

Top Tweeters in G3:
@threadreaderapp
@janmareesmith2
@ascension_guide
@samkennedy77
@howiedubz
@calltoart
@jenninemorgan
@bean9986
@sisterchromatid
@terryatthebeach

Top Tweeters in G4:
@reuters
@marykeithbare1
@shareitarie10
@sandralhanlon
@thuglifesocial
@lotraineh
@sallyagale
@queenymom
@carmank1
@peace1

Top Tweeters in G5:
@tradnews_
@cnbc
@jazzmanahn
@mench90
@marilyn31682963
@google
@chinadaily
@mlqdinh
@phsalt
@tami_skye_mars

Top Tweeters in G6:
@justice4maddie
@schnurrli2
@superdupedoodle
@cerb32
@xxsilverdoexx
@loverandomieigh
@rob22_re
@nancyparks8
@zanezeleti
@stemotson

Top Tweeters in G7:
@gdorn1
@prometheusgreen
@jchyip
@aconvict
@janggolan
@thomassci
@sciam
@salcido314
@cumgrano
@ilevelsports

Top Tweeters in G8:
@digmoradabad
@uppolice
@digchitrakoot
@adgzonebareilly
@noidapolice
@budaunpolice
@adgzonevaranasi
@adgzonekanpur
@igrangeagra
@siddharthnagpol

Top Tweeters in G9:
@ewanbirney
@zaminiqbal
@jwbelmon
@sjackman
@rob_carlson
@naturecomms
@krknrm
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