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23andMe_2020-05-30_21-01-26.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 31, 2020
Short Description:
23andMe via NodeXL https://bit.ly/300SbR8
@23andme
@techreview
@1600council
@jclanoe
@cristinaampil
@kyoechann
@realdonaldtrump
@judgefudge5
@mlirh
@b_cameo

Top hashtags:
#bbmas
#23andme
#كوفيد_19
#covid19
#dna
#ancestry
#coronavirus
#genetics
#adn
#lomásleído

Description:
Description
The graph represents a network of 4,279 Twitter users whose tweets in the requested range contained "23andMe", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 31 May 2020 at 04:02 UTC.

The requested start date was Sunday, 31 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 7-hour, 23-minute period from Sunday, 17 May 2020 at 00:02 UTC to Saturday, 30 May 2020 at 07:25 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 : 4279
Unique Edges : 4110
Edges With Duplicates : 5232
Total Edges : 9342
Number of Edge Types : 5
Tweet : 719
Replies to : 866
Mentions : 2341
Retweet : 1792
MentionsInRetweet : 3624
Self-Loops : 739
Reciprocated Vertex Pair Ratio : 0.0186434659090909
Reciprocated Edge Ratio : 0.0366044971239324
Connected Components : 925
Single-Vertex Connected Components : 428
Maximum Vertices in a Connected Component : 2012
Maximum Edges in a Connected Component : 6390
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.512617
Graph Density : 0.000313402014098229
Modularity : 0.535531
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 4,279 Twitter users whose tweets in the requested range contained "23andMe", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 31 May 2020 at 04:02 UTC.

The requested start date was Sunday, 31 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 7-hour, 23-minute period from Sunday, 17 May 2020 at 00:02 UTC to Saturday, 30 May 2020 at 07:25 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 : GraphServerTwitterSearch
Graph Term : 23andMe
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:
[40] https://www.23andme.com/
[33] http://www.ancestry.com/
[29] https://www.technologyreview.com/2020/05/13/1001653/23andme-looks-for-covid-19-genetic-clues/
[15] https://www.usatoday.com/story/news/health/2020/05/26/genes-dna-ancestry-23-andme-coronavirus-covid-19/5259982002/
[11] https://www.technologyreview.com/2020/05/13/1001653/23andme-looks-for-covid-19-genetic-clues/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1590169366
[10] https://www.freep.com/story/news/health/2020/05/26/genes-dna-ancestry-23-andme-coronavirus-covid-19/5223568002/
[10] https://supfam.mrc-lmb.cam.ac.uk/SUPERFAMILY/23andMe/
[8] https://www.statnews.com/2020/05/13/23andme-study-to-recruit-sickest-covid-19-patients-in-bid-to-unravel-role-of-genetics-in-disease/
[8] https://www.youtube.com/watch?v=bUnLanYcxR8&feature=youtu.be

[7] https://www.23andme.com/en-int/

Top URLs in Tweet in G1:
[5] https://www.technologyreview.es/s/12253/los-genes-podrian-explicar-por-que-el-coronavirus-no-afecta-todos-por-igual
[4] https://you.23andme.com/covid19-study/
[4] https://www.statnews.com/2020/05/13/23andme-study-to-recruit-sickest-covid-19-patients-in-bid-to-unravel-role-of-genetics-in-disease/
[3] http://skcgs.org/blog.html
[3] https://skcgs.blogspot.com/2020/05/how-do-you-use-dna-results-from.html
[3] https://www.freep.com/story/news/health/2020/05/26/genes-dna-ancestry-23-andme-coronavirus-covid-19/5223568002/
[2] https://www.nationalgeographic.com/news/2017/09/viking-warrior-woman-archaeology-spd/
[2] https://www.23andme.com/
[2] https://www.23andme.com/stories/
[2] https://www.usatoday.com/story/news/health/2020/05/26/genes-dna-ancestry-23-andme-coronavirus-covid-19/5259982002/

Top URLs in Tweet in G2:
[9] https://www.technologyreview.com/2020/05/13/1001653/23andme-looks-for-covid-19-genetic-clues/
[6] https://www.23andme.com/
[5] https://www.technologyreview.com/2020/05/13/1001653/23andme-looks-for-covid-19-genetic-clues/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1590169366
[4] https://www.freep.com/story/news/health/2020/05/26/genes-dna-ancestry-23-andme-coronavirus-covid-19/5223568002/
[4] https://www.usatoday.com/story/news/health/2020/05/26/genes-dna-ancestry-23-andme-coronavirus-covid-19/5259982002/
[3] https://www.amazon.com/dp/B01G7PYQTM?tag=hmsus-20
[3] http://www.ancestry.com/
[3] https://www.huffingtonpost.co.uk/entry/23andme_uk_5ecfdd1cc5b6cb4e11a35922?3z
[2] https://internetbeep.com/study-by-23andme-aims-to-find-out-why-coronavirus-symptoms/
[2] https://dailybargainsellers.com/product/23andme-dna-test-health-ancestry-personal-genetic-service-includes-125-reports-on-health-wellness-ancestry-more/

Top URLs in Tweet in G3:
[6] https://www.technologyreview.com/2020/05/13/1001653/23andme-looks-for-covid-19-genetic-clues/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1590169366
[3] https://www.technologyreview.com/2020/05/13/1001653/23andme-looks-for-covid-19-genetic-clues/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1589564963
[3] https://www.technologyreview.com/2020/05/13/1001653/23andme-looks-for-covid-19-genetic-clues/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1590678366
[2] https://www.technologyreview.com/2020/05/13/1001653/23andme-looks-for-covid-19-genetic-clues/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1590763893
[2] https://www.technologyreview.com/2020/05/13/1001653/23andme-looks-for-covid-19-genetic-clues/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1590504163
[2] https://www.technologyreview.com/2020/05/13/1001653/23andme-looks-for-covid-19-genetic-clues/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1590592458
[2] https://www.23andme.com/en-int/
[2] https://www.technologyreview.com/2020/05/13/1001653/23andme-looks-for-covid-19-genetic-clues/
[1] https://www.technologyreview.com/2020/05/13/1001653/23andme-looks-for-covid-19-genetic-clues/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1589555232
[1] https://www.technologyreview.com/2020/05/13/1001653/23andme-looks-for-covid-19-genetic-clues/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1589897949

Top URLs in Tweet in G4:
[1] https://twitter.com/cecelmoore/status/1265478001438801921
[1] https://twitter.com/GhostlyRiderBeo/status/1264034848357957632
[1] https://twitter.com/phil_lewis_/status/1265273236088029184
[1] http://www.ancestry.com/
[1] https://twitter.com/promagaitalians/status/1264553223261650944
[1] https://twitter.com/techreview/status/1264513666931712000
[1] https://www.ancestry.com/cs/covid19-study

Top URLs in Tweet in G6:
[1] https://www.breitbart.com/politics/2020/05/21/exclusive-concerns-over-china-fueled-pentagon-warning-on-dna-kits/

Top URLs in Tweet in G7:
[1] https://twitter.com/techreview/status/1262016463298330627

Top URLs in Tweet in G9:
[1] https://www.23andme.com/en-int/
[1] https://www.myheritage.com/
[1] https://twitter.com/mlirh/status/1203015152435630080?s=20

Top URLs in Tweet in G10:
[1] http://mail.google.com/mail/
[1] https://www.youtube.com/watch?v=7JgIqJS7j_c&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[120] 23andme.com
[92] twitter.com
[63] technologyreview.com
[37] ancestry.com
[29] youtube.com
[17] huffpost.com
[17] usatoday.com
[15] freep.com
[13] statnews.com
[12] instagram.com

Top Domains in Tweet in G1:
[19] 23andme.com
[17] twitter.com
[7] statnews.com
[6] technologyreview.es
[5] instagram.com
[3] skcgs.org
[3] blogspot.com
[3] freep.com
[2] nationalgeographic.com
[2] usatoday.com

Top Domains in Tweet in G2:
[41] twitter.com
[24] 23andme.com
[20] technologyreview.com
[9] xcode.life
[6] youtube.com
[6] freep.com
[6] usatoday.com
[6] co.uk
[4] instagram.com
[4] linkedin.com

Top Domains in Tweet in G3:
[23] technologyreview.com
[2] 23andme.com
[2] co.uk
[1] twitter.com

Top Domains in Tweet in G4:
[5] twitter.com
[2] ancestry.com

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

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

Top Domains in Tweet in G9:
[1] 23andme.com
[1] myheritage.com
[1] twitter.com

Top Domains in Tweet in G10:
[1] google.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[665] bbmas
[119] 23andme
[71] كوفيد_19
[48] covid19
[36] dna
[25] ancestry
[19] coronavirus
[17] genetics
[16] adn
[14] lomásleído



Top Hashtags in Tweet in G1:
[665] bbmas
[32] covid19
[25] 23andme
[21] ancestry
[16] coronavirus
[15] adn
[14] lomásleído
[13] dna
[12] genetics
[9] genealogy

Top Hashtags in Tweet in G2:
[61] 23andme
[8] covid19
[6] dna
[4] health
[4] genetics
[3] whoami
[3] truth
[2] genetictesting
[2] ancestry
[2] covid

Top Hashtags in Tweet in G3:
[1] sars_cov_2
[1] genes

Top Hashtags in Tweet in G4:
[9] dna
[8] donald
[6] clydetheorangutan
[4] orangutan
[3] donaldsmom
[3] geneticdetective
[2] youaintblack
[2] covid19
[2] covid_19
[2] theqanda

Top Hashtags in Tweet in G5:
[1] sashafierce
[1] dirtymagic
[1] blackhairmaters
[1] blackhair
[1] blackhairmatters
[1] iodine
[1] copper
[1] iq
[1] athletic
[1] current

Top Hashtags in Tweet in G7:
[71] كوفيد_19
[1] كوفيد١٩
[1] كورونا_الجديد

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[1061] 23andme
[667] goes
[666] top
[666] artist
[666] bts_twt
[665] social
[665] presented
[665] #bbmas
[664] bbmas
[662] award

Top Words in Tweet in G2:
[390] 23andme
[83] dna
[61] #23andme
[61] test
[56] covid
[49] ancestry
[45] results
[44] 19
[42] people
[40] know

Top Words in Tweet in G3:
[287] 23andme
[285] sick
[285] covid
[284] 19
[283] searching
[283] genetic
[283] clues
[283] others
[283] symptoms
[265] techreview

Top Words in Tweet in G4:
[73] 23andme
[44] ancestry
[33] realdonaldtrump
[19] dna
[14] billmaher
[9] #dna
[8] demanded
[8] #donald
[8] give
[8] ann

Top Words in Tweet in G5:
[10] 23andme
[5] comey
[5] sebgorka
[5] cia
[5] more
[4] norbalm
[4] declanwalsh
[4] applebooks
[4] applenews
[4] applesupport

Top Words in Tweet in G6:
[72] omar
[70] fungibarra
[70] central
[70] iihan
[70] one
[70] numerous
[70] brothers
[70] daughter
[70] kept
[70] away

Top Words in Tweet in G7:
[142] ما
[76] من
[74] في
[73] الجينات
[72] بشدة
[72] حتى
[71] هو
[71] السر
[71] الحقيقي
[71] لمرض

Top Words in Tweet in G8:
[11] electra306
[11] samugun1
[11] tsvokos
[11] sav__mal37
[11] apsilos
[11] darnakas3
[10] equingirl
[9] legodonmaz
[9] makedni
[9] makedo_nikos

Top Words in Tweet in G9:
[2] dna

Top Words in Tweet in G10:
[55] 23andme
[29] familytreedna
[25] manuel52474210
[24] marcelaluqu
[21] music
[14] mauriciollergo
[14] venivid54160342
[14] jimlee
[13] lmao
[12] susanwojcicki

Top Word Pairs
Top Word Pairs in Tweet in G2:
[665] covid,19
[665] 23andme,test
[665] 23andme,results
[665] sick,covid
[662] dna,test
[662] ancestry,23andme
[662] 23andme,ancestry
[662] 19,research
[661] lie,genes
[37] genealogy,companies

Top Word Pairs in Tweet in G3:
[44] sick,covid
[31] covid,19
[30] 23andme,searching
[18] searching,genetic
[18] genetic,clues
[16] clues,sick
[15] 19,others
[13] others,symptoms
[11] techreview,23andme
[11] researchers,already

Top Word Pairs in Tweet in G4:
[284] 23andme,ancestry
[284] ancestry,23andme
[283] realdonaldtrump,billmaher
[283] billmaher,demanded
[283] demanded,#donald
[283] #donald,realdonaldtrump
[283] realdonaldtrump,give
[283] give,#dna
[263] #dna,23andme
[3] kyle_barker_esq,realdonaldtrump

Top Word Pairs in Tweet in G5:
[25] norbalm,declanwalsh
[12] declanwalsh,applebooks
[8] applebooks,applenews
[8] applenews,applesupport
[8] applesupport,unicode
[7] unicode,comey
[7] comey,boersted
[7] boersted,marklevinshow
[7] marklevinshow,sebgorka
[6] sebgorka,tim_cook

Top Word Pairs in Tweet in G6:
[4] fungibarra,central
[4] central,iihan
[4] iihan,omar
[4] omar,one
[4] one,numerous
[4] numerous,brothers
[4] brothers,daughter
[4] daughter,kept
[4] kept,away
[4] ibarraaztx,fungibarra

Top Word Pairs in Tweet in G7:
[70] بشدة,من
[70] ما,هو
[70] هو,السر
[70] السر,الحقيقي
[70] الحقيقي,لمرض
[70] لمرض,بعض
[70] بعض,الناس
[70] الناس,بشدة
[70] من,مرض
[69] مرض,#كوفيد_19

Top Word Pairs in Tweet in G8:
[72] tsvokos,sav__mal37
[71] samugun1,apsilos
[71] apsilos,darnakas3
[71] ak_square9,electra306
[71] electra306,tsvokos
[71] sav__mal37,lfwrzymu4ffe8bo
[71] dinospalaio,ddefne7
[71] macedonianland,oc1hr9id47
[71] oc1hr9id47,ristoralsei
[71] ristoralsei,jordantviterka

Top Word Pairs in Tweet in G9:

Top Word Pairs in Tweet in G10:
[] manuel52474210,familytreedna
[] marcelaluqu,manuel52474210
[] familytreedna,23andme
[] venivid54160342,marcelaluqu
[] mauriciollergo,marcelaluqu
[] 23andme,unam_historicas
[] annewoj23,susanwojcicki
[] mauriciollergo,venivid54160342
[] unam_historicas,tenemos
[] tenemos,cuadrar

Top Replied-To
Top Replied-To in Entire Graph:
@23andme
@proudmexicannm
@mauriciollergo
@venivid54160342
@gimboid999
@realdonaldtrump
@sugar_kaka
@poojalakshmin
@fruitflykitchen
@mrsmad7

Top Replied-To in G1:
@23andme
@sugar_kaka
@poojalakshmin
@mrsmad7
@annewoj23
@joshmcgruff
@omgitssagen
@saurmerak
@23andmesupport
@jerryteixeira

Top Replied-To in G4:
@realdonaldtrump
@kyle_barker_esq
@numecet
@cecelmoore
@arianedatil
@natninetytwo
@23andme
@ancestry
@djmusgr
@parscale

Top Replied-To in G5:
@norbalm
@ryanschocket
@ellismitchell18
@thehill
@_needsmoresleep
@lisamei62
@chodepoker

Top Replied-To in G8:
@trelokomio5
@makedo_nikos
@makedni
@professorvolk
@yildmelike
@equingirl

Top Replied-To in G9:
@weegyptian

Top Replied-To in G10:
@mauriciollergo
@venivid54160342
@reallyndacarter

Top Mentioned
Top Mentioned in Entire Graph:
@23andme
@bts_twt
@bbmas
@techreview
@dares67
@ibarraaztx
@annewoj23
@stephmdurso
@ancestry
@omgsooverit

Top Mentioned in G1:
@23andme
@bts_twt
@bbmas
@annewoj23
@techreview_es
@statnews
@aliceandolivia
@joebiden
@23andmeresearch
@rebeccadrobbins

Top Mentioned in G2:
@karlxbrown
@dailysellers
@jrcoleto
@miguelrazoc

Top Mentioned in G3:
@techreview
@psychorooks
@bwopn
@kabtabi
@23andme
@huffpostuklife

Top Mentioned in G4:
@23andme
@ancestry
@realdonaldtrump
@billmaher
@foxandfriends
@wusa9
@instagram
@kyle_barker_esq
@potus
@cecelmoore

Top Mentioned in G5:
@23andme
@comey
@sebgorka
@cia
@declanwalsh
@applebooks
@applenews
@applesupport
@unicode
@boersted

Top Mentioned in G6:
@ibarraaztx
@pittman_george

Top Mentioned in G7:
@dares67

Top Mentioned in G8:
@electra306
@samugun1
@tsvokos
@sav__mal37
@apsilos
@darnakas3
@legodonmaz
@equingirl
@ak_square9
@kara_melegim

Top Mentioned in G9:
@lisekorson
@mhayehudi
@ireadmad
@muslim4zion
@ynkutner
@lehired
@zimmlaw175
@hila0z
@sami1231sami11
@rick16895544

Top Mentioned in G10:
@23andme
@familytreedna
@manuel52474210
@marcelaluqu
@jimlee
@dcsuperman
@annewoj23
@susanwojcicki
@supermanhomepge
@realkevinconroy

Top Tweeters
Top Tweeters in Entire Graph:
@lifetechnology1
@marcodacostafx
@applesupport
@alfarsi2121
@inabster
@evankirstel
@billm9
@mrcoollooking75
@mashal_alhmr
@sexytothenorth

Top Tweeters in G1:
@inabster
@evankirstel
@menabster
@veram43395421
@linnie_myname
@armywrn
@bombsbybangtan
@lt1thi
@pairrylland
@jeanettacsheehy

Top Tweeters in G2:
@lifetechnology1
@billm9
@analyticaglobal
@baronianconsult
@huffpostuk
@joesummerville_
@chezmichel7
@patscsw
@rtehrani
@funkelly

Top Tweeters in G3:
@magicdmw
@billnigh
@chennylou
@aspiemum
@youranonriots
@batman710
@apindols
@markmichdomnic
@mariuskarma
@m7m5ea

Top Tweeters in G4:
@betterw05759703
@wusa9
@abc
@nutrisystem
@jeffreyguterman
@realdealaxelrod
@msnbc
@djmusgr
@joyannreid
@mapostormborn

Top Tweeters in G5:
@applesupport
@thehill
@thr
@tmz
@fastcompany
@starbucks
@norbalm
@neilhimself
@breitbartnews
@catholicnewssvc

Top Tweeters in G6:
@rnd1622
@neesietweets
@klc4_trump
@jaizem
@peachyking501
@eileen_ironic
@melinwy
@stoshauf
@davidpollack7
@billeagle1951

Top Tweeters in G7:
@alfarsi2121
@mashal_alhmr
@rahmalsu92
@b_m_sinani
@suad9594suad
@hanaya_x
@nematpejman
@77reemalharthi
@alhashmi31
@m_h88m

Top Tweeters in G8:
@makedni
@ptolemy_lagus
@apsilos
@okusalar
@maanlichtt
@lfwrzymu4ffe8bo
@ak_square9
@sonercagaptay
@dinospalaio
@kspartiatis

Top Tweeters in G9:
@ynkutner
@gianlui91580067
@veronicatalbot9
@roni4488
@enlieretzaheret
@lackboys3
@h7n33n
@anarchozionist
@garnorealestate
@intersymbol

Top Tweeters in G10:
@bbcscotlandnews
@cbr
@marcelaluqu
@kinyanboy
@thesnp
@nasa
@gallegopapa
@dccomics
@thatkevinsmith
@supermanhomepge


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