vaccine OR vaccination, Twitter, 8/13/2019 8:21:27 AM, 206613


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vaccine OR vaccination_2019-08-13_00-00-02.xlsx
vaccine OR vaccination_2019-08-13_00-00-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2019
Short Description:
vaccine OR vaccination via NodeXL http://bit.ly/2MZ4rv1
@leeroq3
@microbiomdigest
@pedsid4life
@viraburnayeva
@who
@drpanmd
@un_women
@barbd80s
@tombarr26816936
@eddarrell

Top hashtags:
#vaccine
#vaccines
#hpv
#study
#learntherisk
#vaccination
#vaccineswork
#gardasil

Description:
Description
The graph represents a network of 5,422 Twitter users whose tweets in the requested range contained "vaccine OR vaccination", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 13 August 2019 at 07:01 UTC.

The requested start date was Monday, 12 August 2019 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 1-day, 20-hour, 41-minute period from Saturday, 10 August 2019 at 03:19 UTC to Monday, 12 August 2019 at 00:00 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 : 5422
Unique Edges : 7894
Edges With Duplicates : 5257
Total Edges : 13151
Number of Edge Types : 3
Mentions : 10820
Replies to : 952
Tweet : 1379
Self-Loops : 1379
Reciprocated Vertex Pair Ratio : 0.0301320528211285
Reciprocated Edge Ratio : 0.0585013401701433
Connected Components : 1112
Single-Vertex Connected Components : 512
Maximum Vertices in a Connected Component : 2536
Maximum Edges in a Connected Component : 9780
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.264188
Graph Density : 0.000291943615042421
Modularity : 0.581401
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[77] https://www.usatoday.com/story/news/health/2019/08/10/hepatitis-vaccine-outbreak-spreads-shadows-opioid-epidemic/1967284001/
[38] https://www.thejournal.ie/hpv-vaccine-for-boys-immunity-4757706-Aug2019/
[25] https://www.bmj.com/content/359/bmj.j5104
[25] https://www.stopmandatoryvaccination.com/parent/vaccine-injury/infant-dies-14-hours-after-receiving-8-vaccines/
[18] Https://vaccine.guide
[17] http://www.acpeds.org/the-college-speaks/position-statements/health-issues/new-concerns-about-the-human-papillomavirus-vaccine
[14] https://www.youtube.com/watch?time_continue=24&v=AK0QaRp3k9Q
[14] https://www.sciencedirect.com/science/article/pii/S0264410X19309156
[13] https://www.thejournal.ie/?p=4757706&utm_source=shortlink
[13] https://c.tapinfluence.com/rJSxjLP7S

Top URLs in Tweet in G1:
[22] https://www.bmj.com/content/359/bmj.j5104
[17] https://www.stopmandatoryvaccination.com/parent/vaccine-injury/infant-dies-14-hours-after-receiving-8-vaccines/
[17] Https://vaccine.guide
[14] https://www.sciencedirect.com/science/article/pii/S0264410X19309156
[14] https://www.youtube.com/watch?time_continue=24&v=AK0QaRp3k9Q
[12] https://www.youtube.com/watch?v=XjSBI0cTmaU&feature=youtu.be
[8] http://whale.to/c/2016-BCN-BCBSM-Incentive-Program-Booklet.pdf
[5] https://www.acpeds.org/the-college-speaks/position-statements/health-issues/new-concerns-about-the-human-papillomavirus-vaccine
[5] https://www.amazon.com/HPV-Vaccine-Trial-Generation-Betrayed-ebook/dp/B01N765FBS/ref=sr_1_1?keywords=hpv+vaccine+on+trial&qid=1559693315&s=gateway&sr=8-1
[5] https://www.youtube.com/watch?v=ZzxTcM04Fh8&feature=youtu.be


Top URLs in Tweet in G2:
[17] https://www.usatoday.com/story/news/health/2019/08/10/hepatitis-vaccine-outbreak-spreads-shadows-opioid-epidemic/1967284001/
[12] https://www.poandpo.com/in-sickness-and-health/philippines-open-to-dengue-vaccine-as-outbreak-kills-hundreds-98201926
[12] http://www.poandpo.com
[7] https://www.purewow.com/news/vaccine-for-celiac-disease-eat-gluten-again?utm_medium=Social&utm_source=Unknown&utm_campaign=Leadify
[6] https://www.youtube.com/watch?v=7Qc-GpdJmAg

[5] https://www.nhs.uk/conditions/vaccinations/mmr-vaccine/
[5] http://regenere.org
[4] https://www.healthnutnews.com/flu-vaccine-contains-25000-times-mercury-legally-allowed-drinking-water/
[3] https://www.nbcnews.com/health/health-news/nigeria-brink-eliminating-polio-thanks-women-n1030426
[3] https://www.dailymail.co.uk/news/article-7343109/Good-mews-vaccine-cat-stop-humans-having-allergic-reaction-them.html

Top URLs in Tweet in G3:
[7] https://www.thejournal.ie/?p=4757706&utm_source=shortlink
[5] https://twitter.com/MicrobiomDigest/status/1160224260327014407
[3] https://vaxopedia.org/2019/08/07/did-the-bmj-have-a-debate-about-the-risk-of-dying-from-the-mmr-vaccine-vs-measles/
[3] https://www.thejournal.ie/hpv-vaccine-for-boys-immunity-4757706-Aug2019/
[2] https://www.skepticalraptor.com/skepticalraptorblog.php/motives-anti-vaccine-voices-social-media/
[2] https://www.stopmandatoryvaccination.com/parent/vaccine-injury/infant-dies-14-hours-after-receiving-8-vaccines/
[2] https://www.mercurynews.com/2019/06/20/these-anti-vaccine-doctors-are-signing-a-ton-of-bay-area-medical-exemptions/
[2] https://www.scientificamerican.com/article/vaccine-prevents-ear-infections/
[2] https://www.cdc.gov/vaccines/vac-gen/side-effects.htm
[2] https://www.acpeds.org/wordpress/wp-content/uploads/1.26.16-New-Concerns-about-the-HPV-vaccine.pdf

Top URLs in Tweet in G4:
[15] http://www.acpeds.org/the-college-speaks/position-statements/health-issues/new-concerns-about-the-human-papillomavirus-vaccine
[9] https://wayback.archive-it.org/7993/20170111161009/http://www.fda.gov/NewsEvents/Newsroom/PressAnnouncements/ucm376937.htm
[8] https://www.youtube.com/watch?v=TYWXzTscjc8&feature=youtu.be

[8] http://healthimpactnews.com/2017/study-vitamin-d-is-more-effective-than-flu-vaccine/
[7] http://www.learntherisk.org/stories/8-vaccine-doses-killed-2-month-old-baby/
[7] http://healthimpactnews.com/2014/guillain-barre-syndrome-is-1-side-effect-of-vaccine-injury-compensations-due-to-flu-shots/
[6] https://www.youtube.com/watch?v=zncuOv9VBxw&feature=youtu.be&t=17m52s

[6] http://healthimpactnews.com/2016/dr-humphries-examines-data-on-gardasil-vaccine-from-mercks-own-package-inserts/
[6] http://www.greenmedinfo.com/blog/how-vaccinated-kids-infect-non-vaccinated
[6] http://vaccinepapers.org/wp-content/uploads/Behavioral-abnormalities-al-adjuvant-gardasil.pdf

Top URLs in Tweet in G5:
[1] https://www.nbcnews.com/health/health-news/nigeria-brink-eliminating-polio-thanks-women-n1030426
[1] https://linkinghub.elsevier.com/retrieve/pii/S0264410X18316955

Top URLs in Tweet in G6:
[2] https://twitter.com/NphcdaNG/status/1159741893347074048
[1] https://twitter.com/NphcdaNG/status/1159812130276876288
[1] https://twitter.com/mamun567/status/1160400879280803842
[1] https://twitter.com/mamun567/status/1160099863029256197
[1] https://twitter.com/HelenBranswell/status/1156363171277475840
[1] https://www.nbcnews.com/health/health-news/nigeria-brink-eliminating-polio-thanks-women-n1030426
[1] https://twitter.com/hassankheyre/status/1160329200223604738
[1] https://chalkbeat.org/posts/co/2019/08/05/these-outbreaks-are-a-monster-to-control-amid-measles-worries-heres-what-parents-need-to-know-about-colorados-vaccination-rules/?fbclid=IwAR2djXMQ6oFGftPNZvq2ohN26PxZ2rQUnb8wWNx_Y4iNYnAvi6qsTt9L28A
[1] http://nfid.org/hpv
[1] http://bit.ly/2YbCMxR

Top URLs in Tweet in G7:
[6] https://www.healio.com/pediatrics/emerging-diseases/news/online/%7B838ec6b9-300d-46d2-8382-f3c0a16d298f%7D/takeda-dengue-vaccine-candidate-may-prevent-all-four-serotypes
[2] https://twitter.com/teddybird/status/1160330658918498304
[2] https://www.youtube.com/watch?v=khfdjPbecwM

[2] https://www.philstar.com/headlines/2019/08/10/1942160/dengue-cases-soar-160000-661-deaths
[1] https://twitter.com/teddybird/status/1158396469881102336
[1] https://twitter.com/teddybird/status/1160325748248346625
[1] https://twitter.com/teddybird/status/1160326234825351168
[1] https://newsinfo.inquirer.net/1151729/thailand-produces-1st-batch-of-cannabis-oil
[1] https://twitter.com/marortoll/status/1160001040378318848
[1] https://www.reuters.com/article/us-takeda-pharma-vaccine-idUSKCN1PN1JS

Top URLs in Tweet in G8:
[5] https://respectfulinsolence.com/2018/06/13/antivaccine-pseudoscience-about-hpv-vaccination-gayle-delong/
[3] https://www.ncbi.nlm.nih.gov/m/pubmed/28881394/
[2] http://thewestreichfoundation.org/category/vaccine-safety/
[2] http://usrtk.org/donors/
[1] https://www.tandfonline.com/doi/full/10.1080/15287394.2018.1477640
[1] https://pubpeer.com/publications/EB6928167002474F1F1A5BB86DDA1A
[1] https://scienceintegritydigest.com/2019/08/11/concerns-about-a-paper-on-hpv-vaccination-and-pregnancy-rates/
[1] https://asm.org/Articles/2019/August/Forging-the-Trail-for-a-Polio-Vaccine-Isabel-Morga?utm_source=twitter&utm_medium=social&utm_term=&utm_content=&utm_campaign=
[1] https://livinggreen.ucsf.edu/3.826
[1] https://twitter.com/MicrobiomDigest/status/1160224260327014407

Top URLs in Tweet in G9:
[2] https://www.stopmandatoryvaccination.com/parent/vaccine-injury/infant-dies-14-hours-after-receiving-8-vaccines/
[2] https://thewilddoc.com/cdc-changes-contraindications-for-dtap-vaccination-history-shows-us-that-children-will-die-because-of-it/
[1] https://twitter.com/45HammerTime/status/1124330726344790016
[1] https://maddadmaga.com/products/green-mad-mom-v-neck
[1] Https://vaccine.guide
[1] https://maddadmaga.com/
[1] https://twitter.com/ABC30/status/1156059343885877249
[1] https://twitter.com/45HammerTime/status/1159856977524248576

Top URLs in Tweet in G10:
[33] https://www.thejournal.ie/hpv-vaccine-for-boys-immunity-4757706-Aug2019/
[2] https://www.thejournal.ie/?p=4757706&utm_source=shortlink
[1] https://www.rte.ie/radio/radioplayer/html5/#/radio1/21601053
[1] https://www.hse.ie/eng/health/Immunisation/pubinfo/schoolprog/HPV/
[1] https://twitter.com/benainsworth/status/1160252112556699648
[1] https://www.rte.ie/radio1/today-with-sean-o-rourke/programmes/2019/0809/1067909-today-with-miriam-ocallaghan-friday-9-august-2019/?clipid=103176652#103176652
[1] https://podcast.rasset.ie/podcasts/audio/2019/0809/20190809_rteradio1-seanorourke-hpvvaccine_c21601053_21601060_232_.mp3

Top Domains
Top Domains in Tweet in Entire Graph:
[198] twitter.com
[108] youtube.com
[84] usatoday.com
[58] nih.gov
[52] thejournal.ie
[42] stopmandatoryvaccination.com
[34] healthimpactnews.com
[31] bmj.com
[29] co.uk
[24] acpeds.org

Top Domains in Tweet in G1:
[44] youtube.com
[42] twitter.com
[27] bmj.com
[20] stopmandatoryvaccination.com
[20] vaccine.guide
[14] sciencedirect.com
[13] nih.gov
[11] amazon.com
[10] ow.ly
[8] whale.to

Top Domains in Tweet in G2:
[46] twitter.com
[24] poandpo.com
[20] usatoday.com
[17] youtube.com
[11] co.uk
[11] nih.gov
[7] instagram.com
[7] bioportfol.io
[7] purewow.com
[6] dlvr.it

Top Domains in Tweet in G3:
[11] twitter.com
[10] thejournal.ie
[6] vaxopedia.org
[6] nih.gov
[4] cdc.gov
[3] skepticalraptor.com
[3] stopmandatoryvaccination.com
[3] youtube.com
[2] mercurynews.com
[2] scientificamerican.com

Top Domains in Tweet in G4:
[33] youtube.com
[22] healthimpactnews.com
[19] nih.gov
[15] acpeds.org
[14] vaccineimpact.com
[14] stopmandatoryvaccination.com
[11] hrsa.gov
[10] fda.gov
[10] archive-it.org
[9] greenmedinfo.com

Top Domains in Tweet in G5:
[1] nbcnews.com
[1] elsevier.com

Top Domains in Tweet in G6:
[9] twitter.com
[2] bit.ly
[1] nbcnews.com
[1] chalkbeat.org
[1] nfid.org
[1] hpsc.ie
[1] europa.eu

Top Domains in Tweet in G7:
[8] twitter.com
[6] healio.com
[2] youtube.com
[2] fda.gov
[2] philstar.com
[1] inquirer.net
[1] reuters.com
[1] bulatlat.com
[1] networkofnews.com
[1] facebook.com

Top Domains in Tweet in G8:
[5] respectfulinsolence.com
[3] nih.gov
[2] asm.org
[2] twitter.com
[2] thewestreichfoundation.org
[2] usrtk.org
[2] threadreaderapp.com
[1] tandfonline.com
[1] pubpeer.com
[1] scienceintegritydigest.com

Top Domains in Tweet in G9:
[3] twitter.com
[2] maddadmaga.com
[2] stopmandatoryvaccination.com
[2] thewilddoc.com
[1] vaccine.guide

Top Domains in Tweet in G10:
[35] thejournal.ie
[2] rte.ie
[1] hse.ie
[1] twitter.com
[1] rasset.ie

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[420] vaccine
[140] vaccines
[109] hpv
[98] study
[92] learntherisk
[78] vaccination
[73] vaccineswork
[59] gardasil
[57] yellowfever
[52] measles



Top Hashtags in Tweet in G1:
[78] vaccine
[31] sb276
[23] cdc
[22] educators
[16] vaccines
[14] bigpharma
[13] gardasil
[12] health
[9] noonsb276
[8] lawlesslorena

Top Hashtags in Tweet in G2:
[14] vaccine
[14] health
[12] vaccination
[8] valueofvaccines
[7] vaccines
[7] mmr
[6] vaccineswork
[5] iyd2019
[5] youthcan
[4] ipyfph2019

Top Hashtags in Tweet in G3:
[16] vaccine
[14] hpv
[9] vaccineswork
[7] vaccines
[7] hpvvaccine
[3] sb276
[3] vaccinessavelives
[2] vaxopedia
[2] vaxwithme
[2] ivax2protect

Top Hashtags in Tweet in G4:
[247] vaccine
[92] vaccines
[91] learntherisk
[87] study
[44] gardasil
[39] vaccineinjury
[37] hpv
[33] hpvvaccine
[30] vexit
[27] injury

Top Hashtags in Tweet in G5:
[1] stopavn

Top Hashtags in Tweet in G6:
[16] hpv
[15] vaccination
[13] vaccine
[12] vaccineswork
[7] meningits
[6] supportimmunization
[5] polio
[5] meningitis
[4] measles
[3] nigeria

Top Hashtags in Tweet in G7:
[30] dengvaxia
[23] science
[6] esquire
[1] hashholes
[1] dengue
[1] fake
[1] health
[1] nopolitics

Top Hashtags in Tweet in G8:
[2] vaccineswork
[2] measles
[2] vaccine
[2] rstats
[2] bookdown
[1] nationalimmunizationawarenessmonth
[1] publichealth
[1] antivaxx
[1] hpv
[1] vaccination

Top Hashtags in Tweet in G9:
[15] usa
[14] deepstate
[6] vaccines
[2] autism
[2] tds
[1] vaxxed
[1] fix1986
[1] draintheswamp
[1] trump
[1] agirlcanscifidream

Top Hashtags in Tweet in G10:
[5] protectourfuture
[1] vaccineswork
[1] hpvvaccine

Top Words
Top Words in Tweet in Entire Graph:
[3493] Words in Sentiment List#1: Positive
[4703] Words in Sentiment List#2: Negative
[61] Words in Sentiment List#3: Angry/Violent
[129231] Non-categorized Words
[137427] Total Words
[3191] vaccine
[934] vaccination
[457] hpv
[441] children
[425] #vaccine

Top Words in Tweet in G1:
[585] vaccine
[151] utobian
[133] lorenasgonzalez
[104] children
[100] vaccines
[98] injured
[94] know
[80] medboardofca
[79] vaccination
[79] #vaccine

Top Words in Tweet in G2:
[386] vaccine
[125] vaccination
[30] s
[30] flu
[28] out
[26] hpv
[26] against
[25] more
[24] 2019
[23] sa

Top Words in Tweet in G3:
[281] vaccine
[96] doritmi
[90] krochetxkorner
[89] hpv
[85] mcfunny
[81] roguetrader84
[79] ianfmusgrave
[77] veritasever
[75] julieamclean
[74] kmerian

Top Words in Tweet in G4:
[321] viraburnayeva
[251] #vaccine
[225] vaccine
[92] #vaccines
[91] #learntherisk
[87] #study
[77] new
[73] pro
[66] post
[64] propaganda

Top Words in Tweet in G5:
[322] door
[165] vaccine
[162] polio
[161] nigeria
[161] women
[161] mostly
[161] young
[161] mothers
[161] gone
[161] reaching

Top Words in Tweet in G6:
[67] vaccine
[51] nphcdang
[38] schedule
[37] routine
[34] vaccination
[34] immunization
[28] state
[26] whonigeria
[26] nigeria
[25] men

Top Words in Tweet in G7:
[132] vaccine
[90] teddybird
[89] dengue
[80] na
[66] dengvaxia
[47] vaccination
[37] pediatric
[37] society
[33] yellow
[32] fever

Top Words in Tweet in G8:
[72] hpv
[58] vaccine
[52] microbiomdigest
[47] paper
[37] talk
[37] science
[36] let's
[36] seen
[35] causes
[35] infertility

Top Words in Tweet in G9:
[73] hat
[65] 45hammertime
[62] baby
[56] vaccine
[37] real
[37] billboard
[37] now
[36] sue
[36] unite
[36] kidrock

Top Words in Tweet in G10:
[120] hpv
[115] vaccine
[107] free
[107] boys
[106] explainer
[106] next
[106] month
[106] here's
[72] important
[42] hselive

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[362] hpv,vaccine
[193] polio,vaccine
[178] mostly,young
[178] young,mothers
[166] women,mostly
[166] mothers,gone
[166] gone,door
[166] door,door
[164] vaccine,reaching
[163] nigeria,women

Top Word Pairs in Tweet in G1:
[62] lorenasgonzalez,nathanfletcher
[55] drpanmd,medboardofca
[52] drcharitydean,drpanmd
[48] vaccine,injured
[47] utobian,drcharitydean
[46] hpv,vaccine
[38] vaccine,injury
[37] anti,vaccine
[31] vaccine,schedule
[30] dear,lorenasgonzalez

Top Word Pairs in Tweet in G2:
[20] flu,vaccine
[19] hpv,vaccine
[16] dengue,vaccine
[14] vaccine,outbreak
[12] philippines,'open'
[12] 'open',dengue
[12] outbreak,kills
[12] kills,hundreds
[12] hundreds,#health
[9] developed,vaccine

Top Word Pairs in Tweet in G3:
[83] hpv,vaccine
[45] cervical,cancer
[42] vaccine,both
[42] both,safe
[42] eliminate,cervical
[41] safe,highly
[41] highly,effective
[41] effective,eliminate
[41] cancer,globally
[41] globally,antivax

Top Word Pairs in Tweet in G4:
[62] new,post
[61] vaccine,industry
[60] sgtreport,new
[60] post,google
[60] google,uses
[60] uses,mind
[60] mind,control
[60] control,tactics
[60] tactics,promote
[60] promote,pro

Top Word Pairs in Tweet in G5:
[161] nigeria,women
[161] women,mostly
[161] mostly,young
[161] young,mothers
[161] mothers,gone
[161] gone,door
[161] door,door
[161] door,polio
[161] polio,vaccine
[161] vaccine,reaching

Top Word Pairs in Tweet in G6:
[32] routine,immunization
[32] immunization,schedule
[25] men,vaccine
[15] vaccine,routine
[14] human,papillomavirus
[14] papillomavirus,#hpv
[14] #hpv,cause
[14] cause,cervical
[14] nigeria,launches
[14] launches,meningitis

Top Word Pairs in Tweet in G7:
[34] teddybird,dengvaxia
[29] yellow,fever
[22] let's,stick
[22] stick,#science
[22] #science,#dengvaxia
[22] #dengvaxia,help
[22] help,used
[22] used,properly
[22] properly,20
[22] 20,countries

Top Word Pairs in Tweet in G8:
[38] hpv,vaccine
[36] let's,talk
[36] talk,paper
[36] paper,seen
[35] microbiomdigest,let's
[35] vaccine,causes
[35] causes,infertility
[34] seen,quoted
[34] quoted,proving
[34] proving,hpv

Top Word Pairs in Tweet in G9:
[36] kidrock,nice
[36] nice,tweet
[36] tweet,rock
[36] rock,chance
[36] chance,buying
[36] buying,hat
[36] hat,saving
[36] saving,real
[36] real,baby
[36] baby,now

Top Word Pairs in Tweet in G10:
[113] hpv,vaccine
[106] explainer,hpv
[106] vaccine,free
[106] free,boys
[106] boys,next
[106] next,month
[106] month,here's
[72] here's,important
[39] important,thejournal_ie
[37] hselive,explainer

Top Replied-To
Top Replied-To in Entire Graph:
@angel28kc
@lorenasgonzalez
@peterhotez
@doritmi
@pacifist322
@lilearthling369
@salliekp75
@pedsid4life
@vaccine_program
@mcfunny

Top Replied-To in G1:
@lorenasgonzalez
@peterhotez
@salliekp75
@utobian
@gavinnewsom
@drcharitydean
@berniesanders
@plumremson
@provaxx2
@highwiretalk

Top Replied-To in G2:
@ogadeniad

Top Replied-To in G3:
@doritmi
@pacifist322
@lilearthling369
@pedsid4life
@mcfunny
@kschang777
@mo_rose_z
@plasticdoe
@bookishneptune
@ok_ac

Top Replied-To in G4:
@viraburnayeva
@makaylabgray_
@pharmahealthat

Top Replied-To in G5:
@nbcnews
@eemanm_

Top Replied-To in G6:
@r_good_fellow
@who
@hassankheyre
@whonigeria

Top Replied-To in G7:
@teddybird
@poppysmic20101
@sylicongaako
@edselsalvana
@ron_gi
@nababaha
@maureenrosevil1
@itablema
@kitchenmaster34
@docjeffho

Top Replied-To in G8:
@rikomrnk
@microbiomdigest
@mem_somerville
@thobaswe
@michaelpollan
@seabbs
@emma_ducros

Top Replied-To in G9:
@twiafu
@speakerpelosi
@berniesanders
@kidrock
@paimadhu
@nancydesmond3
@mitchellvii
@walshfreedom
@erics481969
@bgailqu

Top Replied-To in G10:
@micheletait1

Top Mentioned
Top Mentioned in Entire Graph:
@viraburnayeva
@un_women
@utobian
@lorenasgonzalez
@45hammertime
@krochetxkorner
@medboardofca
@teddybird
@doritmi
@mcfunny

Top Mentioned in G1:
@utobian
@lorenasgonzalez
@medboardofca
@drpanmd
@nathanfletcher
@drknd
@drcharitydean
@highwiretalk
@gavinnewsom
@salliekp75

Top Mentioned in G2:
@nfanget
@francis56057716
@superfmuk
@sexhealth_bio
@lawrenceearlmd
@azizyanrahim
@pairsonnalitesn
@sterlinggate
@publichealthbio
@goodstuffcbd

Top Mentioned in G3:
@krochetxkorner
@mcfunny
@roguetrader84
@doritmi
@ianfmusgrave
@veritasever
@kmerian
@julieamclean
@bobsnee
@mstrixter

Top Mentioned in G4:
@viraburnayeva
@sgtreport
@stopvaccinating
@thinkfree55
@epochchanger
@bluebird19473
@circleofmamas
@regret_ie
@dixiedoodle12
@robertk

Top Mentioned in G5:
@un_women
@shellity
@unicef
@nbcnews
@zahrahmusa

Top Mentioned in G6:
@nphcdang
@whonigeria
@who
@brakafiona
@chikwe_i
@whosearo
@whotimorleste
@whomaldives
@whothailand
@whosrilanka

Top Mentioned in G7:
@teddybird
@edselsalvana
@drtonyleachon
@dzmmteleradyo
@michael_delizo
@marortoll
@bennydrasmussen
@persidaacosta
@docjeffho
@kitchenmaster34

Top Mentioned in G8:
@microbiomdigest
@briandunning
@asmicrobiology
@rikomrnk
@drlindseyfitz
@thatsregrettab1
@threadreaderapp
@ucsf
@lmclachlan60
@careygillam

Top Mentioned in G9:
@45hammertime
@kidrock
@realdonaldtrump
@berniesanders
@speakerpelosi
@tannersdad
@aspiesmom
@darlashine
@susan_welch7
@senatemajldr

Top Mentioned in G10:
@hselive
@thejournal_ie
@rowley_dominic
@nwci
@micheletait1
@cilliandegascun
@todaysor
@miriamocal
@andyhogan82
@stephenteap

Top Tweeters
Top Tweeters in Entire Graph:
@abbtakk
@lopezgovlaw
@libertad717
@only_rock_radio
@evankirstel
@s0uth93
@inquirerdotnet
@saragomezaranci
@abscbnnews
@ecointernetdrgb

Top Tweeters in G1:
@lizditz
@skywaker9
@sacbee_news
@oldsalz
@aspiesmom
@journeysnonnie
@tannersdad
@latimes
@biegenzahn
@dorothymontgom4

Top Tweeters in G2:
@ecointernetdrgb
@pairsonnalitesn
@schestowitz
@poandpo
@donotgiveuphope
@whatisaplanet
@trendolizer
@starrick1
@iam__network
@prevention_now

Top Tweeters in G3:
@3wombats
@slsandpet
@blueravefinn
@thejournal_ie
@jhcpw
@veritasever
@_mamadeb
@sheeple101
@irpsych
@beckyjohnson222

Top Tweeters in G4:
@tomwoods55
@seki_yo
@positivelyjoan
@luanamaclac
@katalin_pota
@maxrafaelwaller
@dihoppy
@qnuevomedio
@twittachicca
@andrewmorrisuk

Top Tweeters in G5:
@yathinkn
@1chefdiva
@mariorobertop
@magarya
@zahrahmusa
@nomoreslaves
@nbcnews
@bprophetable
@liveluv707
@martinmavenjina

Top Tweeters in G6:
@sherbah46958042
@nova_stine
@m_ani786
@un
@rahman_olawale
@ekemma
@dr_kaduru
@publichealthrts
@arufau_
@unicef

Top Tweeters in G7:
@ancalerts
@gmanews
@eddarrell
@dzmmteleradyo
@niorapaengeol
@nofnewsfilipino
@jannmeds
@milkyway1969
@bandongjoji
@rlvetin

Top Tweeters in G8:
@guardian
@threadreaderapp
@yayayarndiva
@rijin_nakamura
@arclight
@igorcarron
@frozenwarning
@ayirpelle
@chrispydog
@hscholtz

Top Tweeters in G9:
@wwwillstand
@agueros_henry
@jangobear
@fairyq15
@stappelizabeth
@drjudystone
@policefirstnow
@xileenie
@gramps97
@stevezmann

Top Tweeters in G10:
@yvonnecwhelan
@magpie839
@gurriersread
@traynspotting
@lapps100
@himynameisaine
@3179arshavin
@666cubicles
@donlav
@nwci