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23andMe_2020-08-05_21-52-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 06, 2020
Short Description:
23andMe via NodeXL https://bit.ly/3a7FMOE
@23andme
@nimishabarton
@designationsix
@mariannesnoires
@reagangomez
@phamthikang
@sociallifeofdna
@ungaro
@cliffbaker9
@taoleighgoffe

Top hashtags:
#3fois
#23andme
#ados
#dna
#slavery
#ancestry
#breaking
#darpa
#lifelog

Description:
Description
The graph represents a network of 8,161 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 Thursday, 06 August 2020 at 04:57 UTC.

The requested start date was Thursday, 06 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 11-day, 0-hour, 53-minute period from Saturday, 25 July 2020 at 06:28 UTC to Wednesday, 05 August 2020 at 07:22 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 : 8161
Unique Edges : 15098
Edges With Duplicates : 16711
Total Edges : 31809
Number of Edge Types : 5
Replies to : 1200
Mentions : 7906
Retweet : 4733
MentionsInRetweet : 16640
Tweet : 1330
Self-Loops : 1368
Reciprocated Vertex Pair Ratio : 0.00714076102905214
Reciprocated Edge Ratio : 0.0141802641802642
Connected Components : 1523
Single-Vertex Connected Components : 916
Maximum Vertices in a Connected Component : 4990
Maximum Edges in a Connected Component : 28062
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.965456
Graph Density : 0.000309218160980849
Modularity : 0.455002
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 8,161 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 Thursday, 06 August 2020 at 04:57 UTC.

The requested start date was Thursday, 06 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 11-day, 0-hour, 53-minute period from Saturday, 25 July 2020 at 06:28 UTC to Wednesday, 05 August 2020 at 07:22 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:
[282] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html
[247] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html?smid=tw-share
[101] https://www.cnn.com/2020/07/26/us/dna-transatlantic-slave-trade-study-scn-trnd/index.html
[58] https://www.wired.com/story/theres-no-such-thing-as-family-secrets-in-the-age-of-23andme/
[53] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html?referringSource=articleShare
[43] https://news.yahoo.com/dna-study-traces-genetic-consequences-185739733.html
[42] https://you.23andme.com/covid19-study/?utm_source=23andMe&utm_medium=twitter&utm_content=23c_Product&utm_campaign=covid_external_recruit_landing_page
[24] https://futurism.com/neoscope/23andme-devastating-analysis-transatlantic-slave-trade
[24] https://atlantablackstar.com/2020/07/25/23andme-genetic-study-found-significant-dna-from-region-of-present-day-nigeria-overrepresentation-of-european-men-in-descendants-of-enslaved-africans/
[21] https://www.23andme.com/

Top URLs in Tweet in G1:
[2] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html
[1] https://twitter.com/call44444/status/1289618168890060800
[1] https://www.mediamatters.org/fox-news/these-are-fox-news-leading-advertisers
[1] https://www.mediamatters.org/these-are-tucker-carlsons-leading-advertisers
[1] https://www.mediamatters.org/sean-hannity/these-are-sean-hannitys-leading-advertisers
[1] https://www.mediamatters.org/fox-news/these-are-laura-ingrahams-leading-advertisers
[1] https://www.mediamatters.org/jeanine-pirro/these-are-jeanine-pirros-leading-advertisers
[1] https://twitter.com/DesignationSix/status/1289348227511115776?s=20
[1] http://zodiackiller.com
[1] http://zodiackillerfacts.com

Top URLs in Tweet in G2:
[22] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html
[18] https://www.statnews.com/2020/07/29/cancer-drug-first-therapy-to-emerge-from-23andme-glaxosmithkline-collaboration/
[12] https://www.sciencedirect.com/science/article/pii/S0002929720302007
[7] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html?smid=tw-share
[7] https://www.dailymail.co.uk/health/article-8554635/Dark-history-transatlanic-slavery-traced-DNA-study.html
[6] https://futurism.com/neoscope/23andme-devastating-analysis-transatlantic-slave-trade
[5] https://blog.23andme.com/23andme-research/transatlantic-slave-trade-paper/
[4] https://blog.23andme.com/23andme-research/23andme-paper-on-transatlantic-slave-trade-published/
[3] https://www.cnn.com/2020/07/26/us/dna-transatlantic-slave-trade-study-scn-trnd/index.html
[3] https://you.23andme.com/covid19-study/?utm_source=23andMe&utm_medium=product_web&utm_campaign=spread_the_word

Top URLs in Tweet in G3:
[98] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html
[85] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html?smid=tw-share
[68] https://www.cnn.com/2020/07/26/us/dna-transatlantic-slave-trade-study-scn-trnd/index.html
[41] https://www.wired.com/story/theres-no-such-thing-as-family-secrets-in-the-age-of-23andme/
[39] https://you.23andme.com/covid19-study/?utm_source=23andMe&utm_medium=twitter&utm_content=23c_Product&utm_campaign=covid_external_recruit_landing_page
[30] https://news.yahoo.com/dna-study-traces-genetic-consequences-185739733.html
[16] https://atlantablackstar.com/2020/07/25/23andme-genetic-study-found-significant-dna-from-region-of-present-day-nigeria-overrepresentation-of-european-men-in-descendants-of-enslaved-africans/
[12] https://futurism.com/neoscope/23andme-devastating-analysis-transatlantic-slave-trade
[9] http://www.msn.com/en-us/news/us/23andme-dna-study-offers-insight-into-the-horrific-story-of-the-trans-atlantic-slave-trade/ar-BB17c7Sj?ocid=st
[9] https://www.wired.com/story/theres-no-such-thing-as-family-secrets-in-the-age-of-23andme

Top URLs in Tweet in G4:
[6] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html?smid=tw-share
[2] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html?referringSource=articleShare
[2] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html#click=https://t.co/ZmWy12sl8J
[2] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html
[1] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html#click=https://t.co/K1TQNTC3cB
[1] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html#click=https://t.co/h6pveTUioj

Top URLs in Tweet in G5:
[1] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html
[1] https://www.cnn.com/2020/07/26/us/dna-transatlantic-slave-trade-study-scn-trnd/index.html
[1] https://futurism.com/neoscope/23andme-devastating-analysis-transatlantic-slave-trade
[1] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html#click=https://t.co/K1TQNTC3cB

Top URLs in Tweet in G6:
[30] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html?referringSource=articleShare
[20] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html
[13] https://www.bloomberg.com/news/articles/2020-07-29/23andme-and-gsk-head-to-clinical-trials-with-cancer-drug?utm_content=business&utm_campaign=socialflow-organic&utm_source=twitter&utm_medium=social&cmpid=socialflow-twitter-business
[6] https://www.cnn.com/2020/07/26/us/dna-transatlantic-slave-trade-study-scn-trnd/index.html
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=63d87ae0-d236-11ea-9a6d-f5bcd50fb803&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wNy0yOS8yM2FuZG1lLWFuZC1nc2staGVhZC10by1jbGluaWNhbC10cmlhbHMtd2l0aC1jYW5jZXItZHJ1Zw==
[2] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html?smid=tw-share
[1] https://blog.23andme.com/23andme-research/blood-type-and-covid-19/
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=394d2400-a9ab-11ea-82fe-63acea0e2ec9&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wNi0wOC8yM2FuZG1lLXByb3ZpZGVzLW1vcmUtZXZpZGVuY2UtdGhhdC1ibG9vZC10eXBlLXBsYXlzLXJvbGUtaW4tdmlydXM=
[1] https://nyti.ms/3eVLwvB
[1] https://www.shorturl.at/kLOT8

Top URLs in Tweet in G7:
[6] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html
[5] https://news.yahoo.com/dna-study-traces-genetic-consequences-185739733.html?soc_src=hl-viewer&soc_trk=tw
[2] https://www.nytimes.com/2020/07/23/science/23andme-african-ancestry.html?smid=tw-share
[2] https://news.yahoo.com/dna-study-traces-genetic-consequences-185739733.html?soc_src=social-sh&soc_trk=tw

Top URLs in Tweet in G8:
[2] https://twitter.com/DesignationSix/status/1289348227511115776
[2] https://www.courthousenews.com/fighting-slander-suit-over-tucker-carlson-fox-calls-host-hyperbolic/
[1] https://twitter.com/DesignationSix/status/1287166531353419776
[1] https://twitter.com/BradMossEsq/status/1287201193534595073
[1] https://twitter.com/realDonaldTrump/status/1289187953269342208
[1] https://twitter.com/existentialfish/status/1290099145957679104
[1] http://www.stamps.com/
[1] https://unfoxmycablebox.com/
[1] https://booking.com/
[1] https://twitter.com/designationsix/status/1289348227511115776

Top URLs in Tweet in G9:
[1] https://forward.com/news/breaking-news/381367/why-did-23andme-tell-ashkenazi-jews-they-could-be-descended-from-khazars/

Top URLs in Tweet in G10:
[1] https://www.dailymail.co.uk/health/article-8554635/amp/Dark-history-transatlanic-slavery-traced-DNA-study.html#click=https://t.co/44US8xXQdr
[1] https://twitter.com/rottenbanana101/status/1290293457739628546
[1] https://events.cbinsights.com/future-of-health?promo=tb3120043-5432
[1] https://www.fixturescloseup.com/2020/07/29/witches-dna-test-chalkboard-door/
[1] https://www.fixturescloseup.com/2020/07/29/dna-what-makes-you-inline-display/
[1] https://www.fixturescloseup.com/2020/07/29/dna-test-magnetic-shelf-top-sign/
[1] https://www.technologyreview.com/2019/02/11/103446/more-than-26-million-people-have-taken-an-at-home-ancestry-test/
[1] https://twitter.com/MrAndyNgo/status/1287482713058865153

Top Domains
Top Domains in Tweet in Entire Graph:
[635] nytimes.com
[166] 23andme.com
[112] wired.com
[109] twitter.com
[108] cnn.com
[63] yahoo.com
[48] bloomberg.com
[26] futurism.com
[25] statnews.com
[25] atlantablackstar.com

Top Domains in Tweet in G1:
[5] mediamatters.org
[4] twitter.com
[2] nytimes.com
[1] zodiackiller.com
[1] zodiackillerfacts.com
[1] 23andme.com
[1] wired.com
[1] washingtonpost.com

Top Domains in Tweet in G2:
[37] 23andme.com
[35] nytimes.com
[25] twitter.com
[21] statnews.com
[12] sciencedirect.com
[8] co.uk
[6] futurism.com
[4] bloomberg.com
[3] cnn.com
[3] instagram.com

Top Domains in Tweet in G3:
[216] nytimes.com
[75] 23andme.com
[75] cnn.com
[68] wired.com
[41] twitter.com
[32] yahoo.com
[17] atlantablackstar.com
[14] futurism.com
[12] msn.com
[8] tweetedtimes.com

Top Domains in Tweet in G4:
[14] nytimes.com

Top Domains in Tweet in G5:
[2] nytimes.com
[1] cnn.com
[1] futurism.com

Top Domains in Tweet in G6:
[56] nytimes.com
[16] bloomberg.com
[7] trib.al
[6] cnn.com
[1] 23andme.com
[1] nyti.ms
[1] shorturl.at
[1] twitter.com
[1] clemenssuter.com

Top Domains in Tweet in G7:
[8] nytimes.com
[7] yahoo.com

Top Domains in Tweet in G8:
[7] twitter.com
[2] courthousenews.com
[1] stamps.com
[1] unfoxmycablebox.com
[1] booking.com
[1] cnn.com

Top Domains in Tweet in G9:
[1] forward.com

Top Domains in Tweet in G10:
[3] fixturescloseup.com
[2] twitter.com
[1] co.uk
[1] cbinsights.com
[1] technologyreview.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[556] 3fois
[176] 23andme
[88] ados
[80] dna
[28] slavery
[17] ancestry
[16] breaking
[16] darpa
[16] lifelog
[13] ancestrydna



Top Hashtags in Tweet in G1:
[2] boycottfoxnewssponsors
[1] civicduty
[1] boycottfoxnewsadvertisers
[1] strikeforblacklives
[1] defundfoxnews
[1] zodiackiller
[1] goldenstatekiller
[1] neverforget
[1] nevertrump
[1] votebluetosaveamerica

Top Hashtags in Tweet in G2:
[86] ados
[13] 23andme
[11] bbmas
[9] dna
[7] oxml2020
[7] slavery
[6] dayoffriendship
[5] pharma
[4] genetics
[4] blacks

Top Hashtags in Tweet in G3:
[88] 23andme
[16] dna
[11] slavery
[5] cancer
[4] history
[4] news
[3] geneticgenealogy
[3] genetics
[3] blm
[3] nigeria

Top Hashtags in Tweet in G4:
[554] 3fois
[1] 25fois

Top Hashtags in Tweet in G6:
[2] slavery
[2] dna
[1] afamhist
[1] africanamericans
[1] nigerian
[1] dobetter
[1] blackamerican
[1] caribbean
[1] colonies
[1] settler

Top Hashtags in Tweet in G7:
[1] read
[1] watch
[1] dna
[1] genetic
[1] atlantic
[1] slavetrade
[1] ados

Top Hashtags in Tweet in G8:
[2] wagesnotworkers
[2] biden2020
[2] foxnews
[2] trumpidiocracy
[1] orangestain
[1] boycottfox
[1] artistontwitter
[1] cow
[1] indiedev
[1] trivago

Top Hashtags in Tweet in G10:
[3] fixturescloseup
[3] pointofpurchasedisplay
[3] 23andme
[3] genetics
[3] genetictest
[3] chromosomes
[2] storefixtures
[2] retailfixtures
[2] displayfixtures
[2] heredity

Top Words
Top Words in Tweet in Entire Graph:
[3845] 23andme
[1828] more
[1632] dna
[1455] officedepot
[1455] stampscom
[1447] trivago
[1447] expedia
[1447] priceline
[1446] nflnetwork
[1423] angieslist

Top Words in Tweet in G1:
[1237] officedepot
[1237] stampscom
[1236] angieslist
[1235] trivago
[1235] expedia
[1234] priceline
[1233] nflnetwork
[1205] designationsix
[805] fox
[802] news

Top Words in Tweet in G2:
[878] 23andme
[112] dna
[92] blood
[91] drug
[87] tonetalks
[86] #ados
[82] making
[81] point
[81] nigerian
[80] showing

Top Words in Tweet in G3:
[680] 23andme
[393] dna
[349] study
[176] traces
[165] slavery
[161] history
[158] american
[147] slave
[143] trade
[138] violent

Top Words in Tweet in G4:
[784] femmes
[555] capital
[555] plus
[554] hommes
[554] blancs
[554] auraient
[554] contribué
[554] #3fois
[554] blanches
[554] génétique

Top Words in Tweet in G5:
[366] european
[366] contributed
[366] times
[366] more
[365] united
[365] states
[365] men
[365] three
[365] modern
[365] day

Top Words in Tweet in G6:
[198] study
[186] dna
[149] people
[148] african
[143] americas
[143] scientists
[142] ancestry
[140] published
[140] largest
[140] date

Top Words in Tweet in G7:
[225] dna
[217] ancestry
[216] more
[215] nigerian
[214] fascinating
[214] participants
[214] showed
[214] significant
[214] amount
[214] far

Top Words in Tweet in G8:
[213] nflnetwork
[213] priceline
[212] officedepot
[212] stampscom
[212] trivago
[212] expedia
[187] angieslist
[172] hulu
[167] 23andme
[167] ancestry

Top Words in Tweet in G9:
[173] 23andme
[163] praisegodbarbon
[151] 100
[150] heritage
[149] grandma
[149] sephardic
[148] results
[147] prove
[147] grandpa
[147] both

Top Words in Tweet in G10:
[31] 23andme
[10] airbnb
[9] doordash
[9] gatorade
[9] microsoft
[8] walmart
[8] amazon
[8] nabisco
[8] ah
[7] jews

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1455] officedepot,stampscom
[1446] trivago,expedia
[1446] expedia,priceline
[1444] stampscom,nflnetwork
[1444] nflnetwork,trivago
[1418] priceline,angieslist
[884] fox,news
[869] news,sponsors
[856] sponsors,officedepot
[809] more,fox

Top Word Pairs in Tweet in G1:
[1237] officedepot,stampscom
[1234] trivago,expedia
[1234] expedia,priceline
[1233] stampscom,nflnetwork
[1233] nflnetwork,trivago
[1233] priceline,angieslist
[801] fox,news
[793] news,sponsors
[782] sponsors,officedepot
[776] more,fox

Top Word Pairs in Tweet in G2:
[78] #ados,forefront
[78] forefront,making
[78] making,necessary
[78] necessary,point
[78] point,23andme
[78] 23andme,showing
[78] showing,level
[78] level,nigerian
[78] nigerian,blood
[77] tonetalks,#ados

Top Word Pairs in Tweet in G3:
[255] dna,study
[143] slave,trade
[138] american,slavery
[137] traces,violent
[137] violent,history
[137] history,american
[136] study,traces
[135] 23andme,dna
[130] trans,atlantic
[130] atlantic,slave

Top Word Pairs in Tweet in G4:
[554] hommes,blancs
[554] blancs,auraient
[554] auraient,contribué
[554] contribué,#3fois
[554] #3fois,plus
[554] plus,femmes
[554] femmes,blanches
[554] blanches,capital
[554] capital,génétique
[554] génétique,afro

Top Word Pairs in Tweet in G5:
[366] times,more
[365] united,states
[365] states,european
[365] european,men
[365] men,contributed
[365] contributed,three
[365] three,times
[365] more,modern
[365] modern,day
[365] day,gene

Top Word Pairs in Tweet in G6:
[158] dna,study
[146] people,african
[142] african,ancestry
[141] ancestry,americas
[140] published,largest
[140] study,date
[140] date,people
[139] largest,dna
[137] scientists,published
[130] nytscience,scientists

Top Word Pairs in Tweet in G7:
[214] fascinating,dna
[214] dna,participants
[214] participants,showed
[214] showed,significant
[214] significant,amount
[214] amount,nigerian
[214] nigerian,ancestry
[214] ancestry,far
[214] far,more
[213] reagangomez,fascinating

Top Word Pairs in Tweet in G8:
[212] officedepot,stampscom
[212] trivago,expedia
[212] expedia,priceline
[211] stampscom,nflnetwork
[211] nflnetwork,trivago
[185] priceline,angieslist
[162] 23andme,ancestry
[161] angieslist,23andme
[159] ancestry,match
[156] nestle,purina

Top Word Pairs in Tweet in G9:
[147] grandma,23andme
[147] 23andme,prove
[147] prove,sephardic
[147] sephardic,heritage
[147] heritage,results
[147] results,grandpa
[147] grandpa,both
[147] both,100
[146] praisegodbarbon,grandma
[8] look,end

Top Word Pairs in Tweet in G10:
[9] gatorade,microsoft
[9] 23andme,airbnb
[8] doordash,amazon
[8] amazon,gatorade
[7] walmart,doordash
[7] microsoft,23andme
[6] ah,ah
[5] ericschmidt,23andme
[5] meanwhile,big
[5] big,companies

Top Replied-To
Top Replied-To in Entire Graph:
@designationsix
@23andme
@mauriciollergo
@praisegodbarbon
@siztahresistah
@stevendlc
@annewoj23
@avivas68
@oadav97
@sarahinharmony

Top Replied-To in G1:
@designationsix
@stevendlc
@sarahinharmony
@siztahresistah
@readytorelax
@oldcarolinian
@marvinh32598048
@aurorab617
@suggafnshane
@judyrunchey

Top Replied-To in G2:
@23andme
@mauriciollergo
@annewoj23
@avivas68
@oadav97
@jkploos
@conceka
@winmor1
@swvanderlaan
@vogt_guillaume

Top Replied-To in G4:
@amydowdlenz
@beatgrrrl
@jennifurret
@pedrh0e

Top Replied-To in G6:
@jimchurch2
@nyt
@business
@nimishabarton
@nytscience

Top Replied-To in G7:
@23andme

Top Replied-To in G8:
@designationsix
@snarkolicious
@siztahresistah
@whitj001
@staarvellocet
@memling2
@conner84034007
@staceychassc
@becsisblonde
@call44444

Top Replied-To in G9:
@praisegodbarbon
@miraclemiggs
@cairill1
@sivan_s_s
@wemustknowwill1
@acapulcolinen

Top Replied-To in G10:
@ericschmidt
@23andme
@wojudah
@karaswisher
@vulnaviaspeaks
@karliekloss
@seattlepd
@cmt
@therikeys
@breitbartnews

Top Mentioned
Top Mentioned in Entire Graph:
@stampscom
@officedepot
@nflnetwork
@trivago
@expedia
@priceline
@angieslist
@23andme
@designationsix
@23an

Top Mentioned in G1:
@stampscom
@officedepot
@trivago
@expedia
@priceline
@angieslist
@nflnetwork
@designationsix
@23an
@23andme

Top Mentioned in G2:
@23andme
@tonetalks
@surveymonkey
@box
@ageoflearning
@chime
@eventbrite
@koshersoul
@matthewherper
@genesys

Top Mentioned in G3:
@hollaka_hollala
@ocseraph
@mrcraftmaster
@starbusiness
@sparkles9890
@transracialeyes
@ulenzendarrough

Top Mentioned in G4:
@mariannesnoires
@phamthikang
@njlightfoot
@dukeaaas
@drjulie_b
@reagangomez
@nytimes
@nimishabarton
@david_colquhoun
@mousquemere

Top Mentioned in G5:
@nimishabarton
@drannlopez
@njlightfoot

Top Mentioned in G6:
@nytscience
@nytimes
@business
@luizacaires3
@jesslahey
@chriskenneally
@23andmeresearch
@23andme
@msantoro1978
@moghalukingsley

Top Mentioned in G7:
@reagangomez
@_zeets
@yahoonews
@nimishabarton
@blackantidote20
@yah
@stevebalong
@yahoone
@mukajiwabakaji
@veeiz_nuts

Top Mentioned in G8:
@nflnetwork
@trivago
@expedia
@priceline
@stampscom
@officedepot
@angieslist
@23andme
@ancestry
@match

Top Mentioned in G9:
@praisegodbarbon
@loloverruled
@miraclemiggs
@koshersoul
@super_tall_paul
@cinematiczodiac
@thiaballerina
@sage_brice
@ageofkarl
@wemustknowwill1

Top Mentioned in G10:
@23andme
@airbnb
@doordash
@gatorade
@microsoft
@walmart
@amazon
@nabisco
@twitter
@desicuban

Top Tweeters
Top Tweeters in Entire Graph:
@thebookofginko
@americanair
@the_news_diva
@dichristine
@odio_nao
@immoralreport
@souljahsingh
@joefreedomlove
@globalissuesweb
@feministajones

Top Tweeters in G1:
@immoralreport
@truthglow
@mog7546
@eykis
@applebees
@paulstewartii
@windmillcharger
@mcdonalds
@teram323tere
@sar_oso

Top Tweeters in G2:
@lizditz
@canisgallicus
@baronianconsult
@bbcnews
@andrewmorrisuk
@yong2ssi
@pfanderson
@nypost
@therickwilson
@spanishcountry

Top Tweeters in G3:
@the_news_diva
@globalissuesweb
@derekjohnbryant
@sophialamar1
@ecclesias
@gerenciatodos
@guzmanadrian
@drpatfarrell
@drunkunclep
@personalfitnes3

Top Tweeters in G4:
@kdarbandi
@zgur_
@lifesizequeen
@harrudanji
@hibiscusflow
@metflash
@playmogeek
@travelingus
@ohmarsene
@radiolondres6

Top Tweeters in G5:
@ohthatsat
@seanreezy25
@sallymoen2
@kahyateh
@pkanagaratnam
@tressiemcphd
@politics_nyy
@_bushidob_
@damefresh
@ad_renaissance

Top Tweeters in G6:
@odio_nao
@business
@nytimes
@nyt
@anthropocenuke0
@riyadhalrifai
@mrpshropshire
@avocalistsrival
@taritac
@jacksonmukunda

Top Tweeters in G7:
@xtherenegade
@charluv2011
@reagangomez
@foyinog
@iiinrt
@vvf47_mufc
@jamonthedon
@ddotomen
@kingheruuu
@yahoonews

Top Tweeters in G8:
@dwntwndave
@magsmom7
@thedailybeast
@metooidissent
@leahmcelrath
@fluffscruffjrs
@jimbonz
@nickkave
@nutrisystem
@truefactsstated

Top Tweeters in G9:
@jhamby
@shasta_otter
@hottakeharry
@jaydestarlight
@faithfortune99
@therevengerists
@hoperehak
@leutrimrexhaj
@seanchai313
@qedx_

Top Tweeters in G10:
@americanair
@tacobell
@walmart
@stillgray
@lululemon
@cocacola
@nba
@fastcompany
@forbes
@starbucks


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