#DoctorsSpeakUp, Twitter, 5/18/2020 12:53:59 AM, 226829


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#DoctorsSpeakUp_2020-05-17_17-22-39.xlsx
#DoctorsSpeakUp_2020-05-17_17-22-39.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 18, 2020
Short Description:
#DoctorsSpeakUp via NodeXL https://bit.ly/2X9IgGd
@lotusoak2
@thedoctors
@publicgrievanc2
@qteam1776
@alienblond
@terriblewis1
@prettyhippy_31
@surfstocks_1973
@drtessat
@sheenaparish

Top hashtags:
#vaccines
#doctorsspeakup
#study
#autism
#vaccine
#aluminum

Description:
Description
The graph represents a network of 2,112 Twitter users whose tweets in the requested range contained "#DoctorsSpeakUp", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 18 May 2020 at 00:23 UTC.

The requested start date was Monday, 18 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, 6-hour, 38-minute period from Monday, 04 May 2020 at 04:05 UTC to Sunday, 17 May 2020 at 10:44 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 : 2112
Unique Edges : 740
Edges With Duplicates : 5117
Total Edges : 5857
Number of Edge Types : 5
Retweet : 2499
MentionsInRetweet : 2878
Tweet : 212
Replies to : 38
Mentions : 230
Self-Loops : 268
Reciprocated Vertex Pair Ratio : 0.00486223662884927
Reciprocated Edge Ratio : 0.00967741935483871
Connected Components : 98
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 1748
Maximum Edges in a Connected Component : 5196
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.441771
Graph Density : 0.000556249371976516
Modularity : 0.325888
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 2,112 Twitter users whose tweets in the requested range contained "#DoctorsSpeakUp", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 18 May 2020 at 00:23 UTC.

The requested start date was Monday, 18 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, 6-hour, 38-minute period from Monday, 04 May 2020 at 04:05 UTC to Sunday, 17 May 2020 at 10:44 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 : #DoctorsSpeakUp
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:
[251] https://vactruth.com/2015/02/26/infant-dies-after-8-vaccines/
[95] https://childrenshealthdefense.org/news/vaccine-injuries-ratio-one-for-every-39-vaccines-administered/
[56] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4718337/
[39] http://www.ncbi.nlm.nih.gov/pubmed/22099159
[39] https://www.pscp.tv/w/1ynKOOMReWAKR
[34] https://www.pbs.org/newshour/health/medical-researchers-say-fetal-tissue-remains-essential
[30] https://thehighwire.com/why-do-vaccine-safety-studies-cut-corners/
[24] http://vaccineimpact.com/wp-content/uploads/sites/5/2016/11/DissolvingIllusions-Polio.pdf
[24] http://pediatrics.aappublications.org/content/133/6/e1500
[23] http://circleofdocs.com/harvard-trained-immunologist-demolishes-california-legislation-that-terminates-vaccine-exemptions/

Top URLs in Tweet in G1:
[237] https://vactruth.com/2015/02/26/infant-dies-after-8-vaccines/
[87] https://childrenshealthdefense.org/news/vaccine-injuries-ratio-one-for-every-39-vaccines-administered/
[51] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4718337/
[35] http://www.ncbi.nlm.nih.gov/pubmed/22099159
[34] https://www.pbs.org/newshour/health/medical-researchers-say-fetal-tissue-remains-essential
[33] https://www.pscp.tv/w/1ynKOOMReWAKR
[27] https://thehighwire.com/why-do-vaccine-safety-studies-cut-corners/
[22] http://vaccineimpact.com/wp-content/uploads/sites/5/2016/11/DissolvingIllusions-Polio.pdf
[21] http://circleofdocs.com/harvard-trained-immunologist-demolishes-california-legislation-that-terminates-vaccine-exemptions/
[20] http://pediatrics.aappublications.org/content/133/6/e1500

Top URLs in Tweet in G2:
[10] https://vactruth.com/2015/02/26/infant-dies-after-8-vaccines/
[4] https://childrenshealthdefense.org/news/vaccine-injuries-ratio-one-for-every-39-vaccines-administered/
[3] http://pediatrics.aappublications.org/content/142/6/e20174161
[3] https://www.pscp.tv/w/1ynKOOMReWAKR
[2] http://www.ncbi.nlm.nih.gov/pubmed/22099159
[2] https://thehighwire.com/why-do-vaccine-safety-studies-cut-corners/
[2] http://circleofdocs.com/harvard-trained-immunologist-demolishes-california-legislation-that-terminates-vaccine-exemptions/
[1] http://www.huffingtonpost.com/marcia-g-yerman/an-interview-with-dr-dian_b_405472.html
[1] http://vaccineimpact.com/wp-content/uploads/sites/5/2016/11/DissolvingIllusions-Polio.pdf
[1] https://www.youtube.com/watch?v=hpthai6z_mw


Top URLs in Tweet in G3:
[4] https://www.icandecide.org/wp-content/uploads/2019/12/001-COMPLAINT-against-Centers-for-Disease-Control-and-Prevention.pdf
[3] https://www.youtube.com/watch?v=Xj_jozfvjuU

[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4718337/
[1] https://gizmodo.com/who-accused-of-conducting-vaccine-trial-without-partici-1841939166
[1] https://www.pscp.tv/w/cS_yZDFETEVCeU1Xb01takp8MU93R1dRRHZreXF4UU1nIxgOXuTsD57rzFyNIqt2B69dsMsKWfgqr0nMLuMG
[1] http://vaccineimpact.com/wp-content/uploads/sites/5/2016/11/DissolvingIllusions-Polio.pdf
[1] https://www.youtube.com/watch?v=gJUjnY_FGNQ&feature=youtu.be

[1] https://www.icandecide.org/wp-content/uploads/2020/03/Stipulation-and-Order-Fully-Executed.pdf
[1] http://pediatrics.aappublications.org/content/133/6/e1500
[1] https://www.youtube.com/watch?v=hpthai6z_mw


Top URLs in Tweet in G4:
[1] https://www.newsweek.com/putin-pays-over-100000-troll-russias-opponents-abroad-hacked-emails-reveal-869699

Top URLs in Tweet in G5:
[2] https://twitter.com/sallyKP/status/1257335953947013121
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4718337/
[2] https://www.youtube.com/watch?v=3f0VRtY9oTs&feature=youtu.be

[1] https://childrenshealthdefense.org/news/vaccine-injuries-ratio-one-for-every-39-vaccines-administered/
[1] https://www.youtube.com/watch?v=CvhTQV5FNUE&feature=youtu.be

[1] https://twitter.com/cbc021089/status/1257676065419468800
[1] https://twitter.com/hannahcwiley/status/1256319448178278400
[1] https://thehighwire.com/why-do-vaccine-safety-studies-cut-corners/
[1] https://noqreport.com/2020/05/12/washington-state-hiring-daycare-workers-for-coronavirus-quarantine-centers
[1] https://justthenews.com/politics-policy/coronavirus/doctors-and-clinical-researchers-challenge-uns-who-cdc-and-dr-faucis

Top URLs in Tweet in G6:
[2] https://twitter.com/Kingfreespeech/status/1258628590926729217
[1] https://www.deccanchronicle.com/nation/current-affairs/020520/doctors-telangana-official-covid-19-figures-are-just-not-true.html
[1] https://www.globalresearch.ca/video-california-doctors-debunk-covid-19-media-hysteria/5711564
[1] https://unherd.com/thepost/german-virologist-finds-covid-fatality-rate-of-0-24-0-36/
[1] https://www.youtube.com/watch?v=M_9bQ_Ri9p0

[1] https://twitter.com/VincentCrypt46/status/1257690756610842631
[1] https://twitter.com/kuikkap/status/1257742167159771138
[1] https://twitter.com/kpascuch/status/982259895729664000
[1] https://www.youtube.com/watch?v=1l5354hYmtk
[1] https://www.youtube.com/watch?v=ICtsXNtf_GQ&feature=youtu.be

Top URLs in Tweet in G8:
[2] https://twitter.com/ethanindigo/status/1259523416794648576
[2] https://twitter.com/pamelamf70/status/1260298841615675392
[2] https://twitter.com/Thomas1774Paine/status/1259785553484091394
[1] https://www.youtube.com/watch?v=Fz5z126qliY&feature=youtu.be

[1] https://www.youtube.com/watch?v=ypTAVZZcwig&feature=youtu.be

[1] https://www.youtube.com/watch?v=W4ir6np7iCE&feature=youtu.be

[1] https://onenewsnow.com/perspectives/bryan-fischer/2020/04/27/fauci-knew-about-hcq-in-2005-nobody-needed-to-die
[1] https://www.youtube.com/watch?v=5RAtFBvKrVw&feature=youtu.be

[1] https://twitter.com/drdannielle/status/1258283610836090880
[1] https://twitter.com/newhandle17/status/1259170932066791425

Top URLs in Tweet in G9:
[1] https://jennifermargulis.net/why-american-doctors-are-questioning-some-vaccines/
[1] https://childrenshealthdefense.org/news/ncvia-the-legislation-that-changed-everything-conflicts-of-interest-undermine-childrens-health-part-ii/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3404712/
[1] https://abcnews.go.com/Health/Healthday/story?id=7629832&page=1
[1] https://twitter.com/BusyDrT/status/1235689165540466694
[1] https://twitter.com/pugs4everever/status/1235588538542022656
[1] https://twitter.com/ChildrensHD/status/1235579708110180353

Top URLs in Tweet in G10:
[1] https://www.facebook.com/764401590321838/posts/2864871706941472/?extid=ijm1AKSecHQwfJ0w&d=t&vh=e

Top Domains
Top Domains in Tweet in Entire Graph:
[251] vactruth.com
[118] nih.gov
[97] childrenshealthdefense.org
[69] youtube.com
[64] twitter.com
[43] aappublications.org
[40] pscp.tv
[34] pbs.org
[30] thehighwire.com
[26] vaccineimpact.com

Top Domains in Tweet in G1:
[237] vactruth.com
[105] nih.gov
[88] childrenshealthdefense.org
[35] aappublications.org
[34] pbs.org
[33] pscp.tv
[31] youtube.com
[27] thehighwire.com
[24] vaccineimpact.com
[21] circleofdocs.com

Top Domains in Tweet in G2:
[10] vactruth.com
[4] childrenshealthdefense.org
[3] aappublications.org
[3] pscp.tv
[3] nih.gov
[2] youtube.com
[2] thehighwire.com
[2] circleofdocs.com
[1] huffingtonpost.com
[1] vaccineimpact.com

Top Domains in Tweet in G3:
[5] youtube.com
[5] icandecide.org
[2] nih.gov
[2] pscp.tv
[1] gizmodo.com
[1] vaccineimpact.com
[1] aappublications.org
[1] vactruth.com
[1] huffpost.com

Top Domains in Tweet in G4:
[1] newsweek.com

Top Domains in Tweet in G5:
[6] twitter.com
[4] youtube.com
[2] nih.gov
[1] childrenshealthdefense.org
[1] thehighwire.com
[1] noqreport.com
[1] justthenews.com
[1] pjmedia.com
[1] thegatewaypundit.com
[1] cbslocal.com

Top Domains in Tweet in G6:
[13] twitter.com
[6] youtube.com
[1] deccanchronicle.com
[1] globalresearch.ca
[1] unherd.com
[1] oann.com
[1] hindustantimes.com
[1] outlookindia.com
[1] gofundme.com

Top Domains in Tweet in G8:
[8] twitter.com
[5] youtube.com
[2] aappublications.org
[1] onenewsnow.com
[1] nih.gov

Top Domains in Tweet in G9:
[3] twitter.com
[1] jennifermargulis.net
[1] childrenshealthdefense.org
[1] nih.gov
[1] go.com

Top Domains in Tweet in G10:
[1] facebook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1102] vaccines
[608] doctorsspeakup
[312] study
[295] autism
[224] vaccine
[221] aluminum
[209] vaccination
[168] zimmerman
[116] flu
[111] vaccineinjury



Top Hashtags in Tweet in G1:
[1008] vaccines
[280] study
[260] autism
[238] doctorsspeakup
[198] vaccine
[176] aluminum
[157] zimmerman
[105] flu
[95] vaccineinjury
[91] vaccination

Top Hashtags in Tweet in G2:
[112] vaccination
[50] vaccines
[36] aluminum
[20] doctorsspeakup
[18] autism
[18] study
[12] vaccine
[9] flu
[7] vaccineinjury
[7] zimmerman

Top Hashtags in Tweet in G3:
[42] doctorsspeakup
[5] vaccines
[5] icanvscdc
[4] autism
[4] hhs
[3] study
[3] cdc
[3] nursesspeakup
[2] influenza
[2] aluminum

Top Hashtags in Tweet in G4:
[1] womenshealth
[1] fbi
[1] veterans
[1] law
[1] usmc
[1] doctorsspeakup

Top Hashtags in Tweet in G5:
[31] doctorsspeakup
[13] covid19
[7] vaccines
[7] nursesspeakup
[7] censorship
[4] endlockdown
[4] medicalmistakes
[4] cdciscorrupt
[3] fakenews
[3] vaccineswork

Top Hashtags in Tweet in G6:
[39] doctorsspeakup
[7] covid19
[4] coronavirus
[3] doctors
[3] plandemic
[3] vaccines
[3] pandemic
[2] nurses
[2] nursescovid19
[2] covid19pandemic

Top Hashtags in Tweet in G7:
[1] doctorsspeakup
[1] doctorscadre
[1] psmcadre
[1] publichealthmatters
[1] publichealthprofessionalsforum

Top Hashtags in Tweet in G8:
[18] doctorsspeakup
[11] covid19
[7] covid_19
[5] fauci
[4] depopulation
[4] coronavirus
[3] nwo
[3] borisjohnson
[3] study
[2] murder

Top Hashtags in Tweet in G9:
[18] doctorsspeakup
[3] vaccineinjured
[3] vaccines
[3] vaccinecourt
[2] vaccine
[2] vaccinemaker
[2] knowtherisk
[2] hpvvaccine
[2] aap
[2] onesizefitsall

Top Hashtags in Tweet in G10:
[6] doctorsspeakup
[3] covid
[3] coronawarriorsindia
[2] coronavirus
[1] doctorsbeingthreatened
[1] shame
[1] indiafightscorona
[1] coronainmaharashtra
[1] coronawarrior
[1] docsincovid

Top Words
Top Words in Tweet in Entire Graph:
[525] Words in Sentiment List#1: Positive
[1753] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[54145] Non-categorized Words
[56423] Total Words
[2224] lotusoak2
[1102] #vaccines
[1028] dr
[628] md
[608] #doctorsspeakup

Top Words in Tweet in G1:
[1925] lotusoak2
[1008] #vaccines
[849] dr
[486] md
[280] #study
[273] pediatrician
[260] #autism
[244] govt
[243] administered
[239] matthew

Top Words in Tweet in G2:
[233] lotusoak2
[142] dr
[126] md
[112] #vaccination
[108] mandatory
[106] watch
[106] speech
[106] rachael
[106] ross
[106] phd

Top Words in Tweet in G3:
[42] #doctorsspeakup
[21] paid
[21] trust
[21] safe
[20] bc
[20] corrupt
[20] industry
[20] products
[20] promoting
[19] drtessat

Top Words in Tweet in G4:
[7] agavecorn
[7] mtnmd
[6] dallasrbaird
[6] markie_kmarky8
[6] pattikimble
[6] trishbeme
[6] robyn_chercrew
[6] swags_d17
[6] janforney1
[5] restlessnews

Top Words in Tweet in G5:
[31] #doctorsspeakup
[13] #covid19
[12] realdonaldtrump
[11] lotusoak2
[8] doctors
[7] #vaccines
[7] #nursesspeakup
[7] #censorship
[7] drpanmd
[7] vaccines

Top Words in Tweet in G6:
[39] #doctorsspeakup
[7] #covid19
[5] 19
[4] doctors
[4] watch
[4] #coronavirus
[3] #doctors
[3] deaths
[3] #plandemic
[3] #vaccines

Top Words in Tweet in G7:
[9] drlal2010
[9] dr_uditraj
[9] drramlal
[9] drsampatnagar
[9] amariyanitin
[9] imaindiaorg
[9] residentdoctors
[9] interndoctors
[8] publicgrievanc2
[8] zeerajasth

Top Words in Tweet in G8:
[18] #doctorsspeakup
[12] cure
[11] #covid19
[11] sheenaparish
[7] die
[7] hospitals
[7] #covid_19
[6] borisjohnson
[6] sit
[6] back

Top Words in Tweet in G9:
[18] #doctorsspeakup
[7] doctors
[6] ameracadpeds
[4] more
[4] faulty
[4] won
[4] don
[4] provide
[4] flu
[4] vaxxer

Top Words in Tweet in G10:
[6] #doctorsspeakup
[3] arvindkejriwal
[3] mohfw_india
[3] #covid
[3] #coronawarriorsindia
[3] narendramodi
[2] plz
[2] hv
[2] look
[2] sir

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[513] lotusoak2,dr
[251] infant,dies
[251] dies,#vaccines
[251] #vaccines,family
[251] family,gets
[251] gets,back
[251] back,hospital
[251] hospital,cremated
[251] cremated,mon
[251] mon,old

Top Word Pairs in Tweet in G1:
[478] lotusoak2,dr
[237] infant,dies
[237] dies,#vaccines
[237] #vaccines,family
[237] family,gets
[237] gets,back
[237] back,hospital
[237] hospital,cremated
[237] cremated,mon
[237] mon,old

Top Word Pairs in Tweet in G2:
[106] lotusoak2,watch
[106] watch,speech
[106] speech,dr
[106] dr,rachael
[106] rachael,ross
[106] ross,md
[106] md,phd
[106] phd,ex
[106] ex,co
[106] co,host

Top Word Pairs in Tweet in G3:
[20] #doctorsspeakup,bc
[20] bc,paid
[20] paid,corrupt
[20] corrupt,industry
[20] industry,trust
[20] trust,products
[20] products,promoting
[20] promoting,safe
[19] drtessat,#doctorsspeakup
[13] wrote,ed

Top Word Pairs in Tweet in G4:
[6] dallasrbaird,markie_kmarky8
[6] markie_kmarky8,pattikimble
[6] pattikimble,trishbeme
[6] trishbeme,agavecorn
[6] agavecorn,robyn_chercrew
[6] robyn_chercrew,swags_d17
[6] swags_d17,janforney1
[6] janforney1,mtnmd
[5] restlessnews,dallasrbaird
[5] mtnmd,davidjame

Top Word Pairs in Tweet in G5:
[7] #doctorsspeakup,#nursesspeakup
[6] censoring,nurses
[6] nurses,#doctorsspeakup
[6] #nursesspeakup,#censorship
[6] #censorship,#covid19
[5] cultivatediq,censoring
[4] drpanmd,#doctorsspeakup
[4] #endlockdown,#medicalmistakes
[4] #medicalmistakes,#cdciscorrupt
[4] #cdciscorrupt,#doctorsspeakup

Top Word Pairs in Tweet in G6:
[3] #pandemic,#doctorsspeakup
[2] reporting,covid
[2] covid,19
[2] #covidãƒ,19
[2] #plandemic,#doctorsspeakup
[2] #wwg1wga,#wwg1wgaworldwide
[2] #covid19,#doctorsspeakup
[2] #coronavirus,#doctorsspeakup
[2] #doctorsspeakup,#vaccines
[2] #vaccines,harm

Top Word Pairs in Tweet in G7:
[9] drlal2010,dr_uditraj
[9] dr_uditraj,drramlal
[9] drramlal,drsampatnagar
[9] drsampatnagar,amariyanitin
[9] amariyanitin,imaindiaorg
[9] imaindiaorg,residentdoctors
[9] residentdoctors,interndoctors
[8] publicgrievanc2,drlal2010
[8] interndoctors,zeerajasth

Top Word Pairs in Tweet in G8:
[6] borisjohnson,sit
[6] sit,back
[6] back,watch
[6] watch,loved
[6] loved,ones
[6] ones,die
[6] die,care
[6] care,homes
[6] homes,hospitals
[6] hospitals,#covid_19

Top Word Pairs in Tweet in G9:
[3] pmcsupertuners,justthenews
[3] anti,vaxxer
[3] vaxxer,vaxxed
[3] vaxxed,blindly
[3] blindly,faith
[3] faith,trust
[3] trust,ameracadpeds
[3] ameracadpeds,unmedicated
[3] unmedicated,birth
[3] birth,put

Top Word Pairs in Tweet in G10:
[2] plz,hv
[2] hv,look
[2] look,sir
[2] sir,arvindkejriwal
[2] arvindkejriwal,mohfw_india
[2] mohfw_india,#doctorsspeakup
[2] #doctorsspeakup,#covid
[2] #covid,#coronavirus
[2] #coronavirus,#coronawarriorsindia

Top Replied-To
Top Replied-To in Entire Graph:
@drpanmd
@pmcsupertuners
@randpaul
@lotusoak2
@realnatalierowe
@darlashine
@senatorjoecryan
@annmartin1947
@repmattgaetz
@qstorm1111

Top Replied-To in G1:
@msavoie
@lotusoak2

Top Replied-To in G3:
@senatorjoecryan

Top Replied-To in G4:
@dallasrbaird

Top Replied-To in G5:
@drpanmd
@nataliemcosta
@cnni
@prettyhippy_31

Top Replied-To in G7:
@drlal2010

Top Replied-To in G8:
@realnatalierowe
@borisjohnson
@govmurphy
@toddstarnes

Top Replied-To in G9:
@pmcsupertuners
@qstorm1111
@repmattgaetz
@annmartin1947

Top Replied-To in G10:
@pmoindia

Top Mentioned
Top Mentioned in Entire Graph:
@lotusoak2
@thedoctors
@msavoie
@delbigtree
@drtessat
@mansoorazamqazi
@cameraphyllis
@realdonaldtrump
@ctv_digital
@divyakchhabramd

Top Mentioned in G1:
@lotusoak2
@msavoie
@delbigtree
@thedoctors
@icandecide

Top Mentioned in G2:
@lotusoak2
@thedoctors
@delbigtree
@lalaruefrench75
@laughlandmorgan
@alihamideh1988
@jonflombee

Top Mentioned in G3:
@drtessat
@lotusoak2
@divyakchhabramd
@angelikastalman
@elzbthraeg
@highwiretalk
@icandecide
@surfstocks_1973
@sallykp
@joesignorello3

Top Mentioned in G4:
@markie_kmarky8
@pattikimble
@trishbeme
@agavecorn
@robyn_chercrew
@swags_d17
@janforney1
@mtnmd
@restlessnews
@dallasrbaird

Top Mentioned in G5:
@realdonaldtrump
@lotusoak2
@cultivatediq
@drpanmd
@prettyhippy_31
@kdemurchyan
@massgovernor
@ingrahamangle
@donaldjtrumpjr
@vaxyourfam

Top Mentioned in G6:
@cheechamcarrie
@karen2574

Top Mentioned in G7:
@dr_uditraj
@drramlal
@drsampatnagar
@amariyanitin
@imaindiaorg
@residentdoctors
@interndoctors
@publicgrievanc2
@drlal2010

Top Mentioned in G8:
@sheenaparish
@lotusoak2
@borisjohnson
@clearimages
@matthancock
@toddstarnes
@nygovcuomo
@govmurphy
@nycmayor

Top Mentioned in G9:
@ameracadpeds
@justthenews
@childrenshd
@busydrt
@picphysicians
@lotusoak2
@kimrossi1111
@qteam1776
@pmcsupertuners
@richardgrenell

Top Mentioned in G10:
@arvindkejriwal
@mohfw_india
@narendramodi
@drharshvardhan
@callme404
@amitshah
@zeenews
@republic
@pmoindia
@cmomaharashtra

Top Tweeters
Top Tweeters in Entire Graph:
@defendressofsan
@cherokeesher2
@twitlertwit
@iscoseu
@porridgeisgood
@wildwillow65
@inabsentia9
@loyaltotrump
@tammywalt61
@organic2016

Top Tweeters in G1:
@defendressofsan
@twitlertwit
@porridgeisgood
@inabsentia9
@loyaltotrump
@tammywalt61
@organic2016
@connnutmeg
@combatsespoir
@dsdr2011

Top Tweeters in G2:
@carolynyadayada
@goldwaterkid65
@libertylady44
@journeysnonnie
@loulan_777
@eclectelectric
@reneemccone
@jackcolleton
@iamrosario_
@nanamaryto8

Top Tweeters in G3:
@svagdis
@awiselatina
@jolady42
@cwright1500
@atmelsdiner
@pjmoore1958
@blondiebraids
@susanne_lynn
@svearwig
@maryamhenein

Top Tweeters in G4:
@cherokeesher2
@wildwillow65
@marykeithbare1
@gallaecian
@co_rapunzel4
@mooncatadams
@dallasrbaird
@citizensfedup
@agavecorn
@kathies01

Top Tweeters in G5:
@cnni
@drlee4america
@reeprn
@realdonaldtrump
@ingrahamangle
@bgordski
@donaldjtrumpjr
@tedcruz
@nhsuk
@nataliemcosta

Top Tweeters in G6:
@iscoseu
@watdehel
@lindenlyn
@thinkinglatina
@chloehanks59
@ayeitzash
@thejohnkeeler
@m19481945
@aniketanraje
@agileconcept

Top Tweeters in G7:
@zeerajasthan_
@1stindianews
@commun_it
@mttvindia
@bhatirazzaq
@ashokgehlot51
@dr_uditraj
@drcpjoshi
@residentdoctors
@drlal2010

Top Tweeters in G8:
@j082298
@sheenaparish
@realnatalierowe
@jonstern100
@toddstarnes
@stingercreekstu
@clearimages
@lizzywales
@urylle
@berean122

Top Tweeters in G9:
@carlfletcher15
@pmcsupertuners
@kimrossi1111
@lynnelanae
@qteam1776
@ameracadpeds
@maddow
@busydrt
@isaday22
@caligirl1204

Top Tweeters in G10:
@republic
@zeenews
@mohfw_india
@cmomaharashtra
@arvindkejriwal
@chouhanshivraj
@narendramodi
@pmoindia
@drharshvardhan
@amitshah


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