#DoctorsSpeakUp, Twitter, 4/6/2020 2:33:32 AM, 224458


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#DoctorsSpeakUp_2020-04-05_18-03-46.xlsx
#DoctorsSpeakUp_2020-04-05_18-03-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 06, 2020
Short Description:
#DoctorsSpeakUp via NodeXL https://bit.ly/3dXDvad
@mumbaipolice
@lotusoak2
@who
@arumughamvinu
@imanishmodi
@dianetriple7
@luv22412845
@realdonaldtrump
@drsanjaygupta
@washingtonpost

Top hashtags:
#doctorsspeakup
#believeitornot
#vaccines
#covid19
#coronavirus

Description:
Description
The graph represents a network of 4,840 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, 06 April 2020 at 01:05 UTC.

The requested start date was Monday, 06 April 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 9-day, 12-hour, 14-minute period from Thursday, 26 March 2020 at 21:44 UTC to Sunday, 05 April 2020 at 09:59 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 : 4840
Unique Edges : 5158
Edges With Duplicates : 1605
Total Edges : 6763
Number of Edge Types : 4
MentionsInRetweet : 4204
Tweet : 849
Replies to : 340
Mentions : 1370
Self-Loops : 849
Reciprocated Vertex Pair Ratio : 0.00797607178464606
Reciprocated Edge Ratio : 0.0158259149357072
Connected Components : 672
Single-Vertex Connected Components : 427
Maximum Vertices in a Connected Component : 3503
Maximum Edges in a Connected Component : 5210
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.197198
Graph Density : 0.000215834157388573
Modularity : 0.70398
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 4,840 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, 06 April 2020 at 01:05 UTC.

The requested start date was Monday, 06 April 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 9-day, 12-hour, 14-minute period from Thursday, 26 March 2020 at 21:44 UTC to Sunday, 05 April 2020 at 09:59 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:
[147] https://vactruth.com/2015/02/26/infant-dies-after-8-vaccines/
[93] http://circleofdocs.com/harvard-trained-immunologist-demolishes-california-legislation-that-terminates-vaccine-exemptions/
[43] https://newstarget.com/2016-06-29-a-healthy-10-year-old-florida-girl-was-paralyzed-by-the-flu-shot.html
[33] https://www.fda.gov/media/115744/download
[26] https://www.ncbi.nlm.nih.gov/pubmed/15461029
[21] https://fda.gov/media/94583/download
[15] https://thehighwire.com/why-do-vaccine-safety-studies-cut-corners/
[12] http://www.huffingtonpost.com/marcia-g-yerman/an-interview-with-dr-dian_b_405472.html
[11] https://www.youtube.com/watch?v=zncuOv9VBxw&feature=youtu.be&t=17m52s

[11] https://fda.gov/media/81559/download

Top URLs in Tweet in G2:
[146] https://vactruth.com/2015/02/26/infant-dies-after-8-vaccines/
[92] http://circleofdocs.com/harvard-trained-immunologist-demolishes-california-legislation-that-terminates-vaccine-exemptions/
[42] https://newstarget.com/2016-06-29-a-healthy-10-year-old-florida-girl-was-paralyzed-by-the-flu-shot.html
[33] https://www.fda.gov/media/115744/download
[25] https://www.ncbi.nlm.nih.gov/pubmed/15461029
[20] https://fda.gov/media/94583/download
[15] https://thehighwire.com/why-do-vaccine-safety-studies-cut-corners/
[12] http://www.huffingtonpost.com/marcia-g-yerman/an-interview-with-dr-dian_b_405472.html
[11] https://fda.gov/media/81559/download
[11] https://cvi.asm.org/content/20/9/1485

Top URLs in Tweet in G3:
[4] https://www.bloomberg.com/tosv2.html?vid=&uuid=ab5338c0-74fc-11ea-b19b-85e048f22099&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wMy0zMS9ob3NwaXRhbHMtdGVsbC1kb2N0b3JzLXRoZXktbGwtYmUtZmlyZWQtaWYtdGhleS10YWxrLXRvLXByZXNz
[3] https://twitter.com/racheljulie/status/1245114069339852802
[2] https://twitter.com/DavidZodda/status/1243690469172879362
[2] https://twitter.com/pgcornwell/status/1243745810480685057
[2] https://twitter.com/LaxmiSi02233022/status/1243097394415144960
[2] https://vimeo.com/399733860
[2] https://twitter.com/naukarshah/status/1244692541607272454
[2] https://medium.com/beingwell/americas-top-ten-killers-and-the-importance-of-private-practitioners-106b357a2d9f
[2] https://twitter.com/matthewherper/status/1245000038570393602
[2] https://www.bloombergquint.com/onweb/hospitals-tell-doctors-they-ll-be-fired-if-they-talk-to-press

Top URLs in Tweet in G4:
[5] https://twitter.com/SheniellRN/status/1244395659962322944
[3] https://link.medium.com/0xc5yLbHj5
[2] https://bklyner.com/suny-downstate-hospital-coronavirus/
[2] https://www.nytimes.com/2020/03/28/nyregion/nyc-coronavirus-ems.html
[2] https://www.seattletimes.com/seattle-news/health/er-doctor-who-criticized-bellingham-hospitals-coronavirus-protections-has-been-fired/
[2] https://twitter.com/racheljulie/status/1245114069339852802
[1] https://twitter.com/ddale8/status/1246557439090139144
[1] https://twitter.com/saltygulf/status/1245939192884080640
[1] https://twitter.com/MissDeeMe12/status/1246442524828459015
[1] https://www.youtube.com/watch?v=RBC78mjunM4&feature=youtu.be


Top URLs in Tweet in G5:
[2] https://www.indiatoday.in/india/story/coronavirus-live-updates-news-india-positive-cases-nizamuddin-tablighi-jamaat-delhi-covid19-death-toll-italy-us-china-uk-1662383-2020-04-02
[2] https://www.youtube.com/watch?v=C13fcgq7zGg&feature=youtu.be

[2] https://twitter.com/UnitedRda/status/1243563528608313344
[1] https://twitter.com/nonsense_medico/status/1245418100717236224
[1] https://www.hindustantimes.com/delhi-news/coronavirus-threat-14-bed-isolation-ward-at-civic-hindu-rao-hospital/story-CAW4GNTzuj8lneYukBBszK.html
[1] https://scroll.in/article/958029/dont-be-revolutionaries-doctors-protesting-coronavirus-safety-gear-shortage-warned-by-hospitals
[1] https://twitter.com/coolindian/status/1245762354245259265
[1] https://twitter.com/drmanishjain680/status/1243734653762031623
[1] https://twitter.com/UnitedRda/status/1245367914716205058
[1] https://twitter.com/UnitedRda/status/1245684981873049600

Top URLs in Tweet in G6:
[1] https://www.etsy.com/listing/776763346/dr-fauci-thank-god-the-doctor-is-in-3?ref=shop_home_active_1&crt=1
[1] https://twitter.com/TTButtonGuys/status/1244652374427422720
[1] https://www.etsy.com/listing/791579109/?ref=shop_home_active_1&crt=1
[1] https://www.ebay.com/itm/392749162671
[1] https://www.etsy.com/listing/776763346/dr-fauci-thank-god-the-doctor-is-in-3?ref=shop_home_active_4&crt=1
[1] https://www.etsy.com/listing/790706611/dr-fauci-thank-god-the-doctor-is-in-15?ref=shop_home_active_1&crt=1
[1] https://www.youtube.com/watch?v=Mvlqh0JN55M&feature=youtu.be

[1] https://twitter.com/fred_guttenberg/status/1245702661220990978
[1] https://twitter.com/JewelsJourneys/status/1244258100653293568
[1] https://twitter.com/ArumughamVinu/status/1244858883673214976?s=20

Top URLs in Tweet in G7:
[2] https://www.youtube.com/watch?v=vm4m28JvSUY

[2] https://www.youtube.com/watch?v=tjdigJrHzrQ

[1] https://www.youtube.com/watch?v=1TbvX3Dssio&feature=em-uploademail

[1] https://gizmodo.com/who-accused-of-conducting-vaccine-trial-without-partici-1841939166
[1] https://www.pscp.tv/w/cS_yZDFETEVCeU1Xb01takp8MU93R1dRRHZreXF4UU1nIxgOXuTsD57rzFyNIqt2B69dsMsKWfgqr0nMLuMG
[1] https://childrenshealthdefense.org/protecting-our-future/facts-you-can-use/10-facts-every-parent-needs-to-know-about-vaccinations/
[1] https://twitter.com/meganranney/status/1245743511019966465
[1] https://www.cnn.com/2020/03/26/politics/coronavirus-doctors-white-house/index.html
[1] https://www.npr.org/2020/03/28/822228196/coronavirus-pandemic-takes-a-toll-on-er-doctors-health-and-families

Top URLs in Tweet in G8:
[2] https://www.youtube.com/watch?v=0w3P7_H_ods

[2] https://go2.thetruthaboutvaccines.com/docuseries/episode-1/
[1] https://twitter.com/unhealthytruth/status/1236144190465204225
[1] https://twitter.com/chickenlady100/status/1224703477319905280
[1] https://twitter.com/GenerationVax/status/1235644527538397184
[1] https://twitter.com/Notyour28981739/status/1235449253977260033
[1] https://twitter.com/michelelee_1/status/1235532047428485121
[1] https://thefedupdemocrat.home.blog/2020/02/28/us-health-agencies-conspired-to-allow-the-autism-epidemic/
[1] https://thehighwire.com/new-study-finds-hpv-vaccine-increased-serious-nervous-system-disorders-general-harms/
[1] https://www.toddstarnes.com/coronavirus/corona-hate-gay-lawmaker-is-angry-because-nyc-is-accepting-charity-from-bigots-like-franklin-graham-samaritans-purse/

Top URLs in Tweet in G9:
[2] https://www.medpagetoday.com/infectiousdisease/covid19/85572
[1] https://vocal.media/longevity/an-open-letter-to-america-s-physicians
[1] https://twitter.com/jeffsimmons/status/1243543896820457480
[1] https://sccm.org/Disaster/Joint-Statement-on-Multiple-Patients-Per-Ventilato
[1] https://www.newsweek.com/more-50-doctors-italy-have-now-died-coronavirus-1494781
[1] https://twitter.com/AnaCabrera/status/1243614143648759809
[1] https://abcnews.go.com/Health/battle-protect-healthcare-workers-front-lines-coronavirus-pandemic/story?id=69625036
[1] https://www.businessinsider.com/wuhan-coronavirus-chinese-doctors-overwhelmed-sick-even-dying-2020-2
[1] https://twitter.com/JusticeInMed/status/1245100139125116929

Top URLs in Tweet in G10:
[1] https://twitter.com/drdanchoi/status/1245541674295668737
[1] https://twitter.com/nevalainenolli/status/1244533300368195585

Top Domains
Top Domains in Tweet in Entire Graph:
[377] twitter.com
[147] vactruth.com
[93] circleofdocs.com
[67] youtube.com
[65] fda.gov
[48] nih.gov
[43] newstarget.com
[16] thehighwire.com
[14] foxnews.com
[13] asm.org

Top Domains in Tweet in G2:
[146] vactruth.com
[92] circleofdocs.com
[64] fda.gov
[45] nih.gov
[42] newstarget.com
[25] youtube.com
[15] thehighwire.com
[12] huffingtonpost.com
[11] asm.org
[5] twitter.com

Top Domains in Tweet in G3:
[160] twitter.com
[11] youtube.com
[5] nytimes.com
[5] bloomberg.com
[3] co.uk
[3] vimeo.com
[3] medium.com
[3] reddit.com
[3] gofundme.com
[2] apple.news

Top Domains in Tweet in G4:
[62] twitter.com
[6] medium.com
[3] youtube.com
[3] nytimes.com
[3] cnn.com
[2] facebook.com
[2] bklyner.com
[2] seattletimes.com
[1] theatlantic.com
[1] fda.gov

Top Domains in Tweet in G5:
[20] twitter.com
[2] indiatoday.in
[2] youtube.com
[1] hindustantimes.com
[1] scroll.in
[1] theguardian.com
[1] co.in

Top Domains in Tweet in G6:
[4] etsy.com
[4] twitter.com
[1] ebay.com
[1] youtube.com
[1] nih.gov
[1] cnn.com
[1] medrxiv.org

Top Domains in Tweet in G7:
[5] youtube.com
[1] gizmodo.com
[1] pscp.tv
[1] childrenshealthdefense.org
[1] twitter.com
[1] cnn.com
[1] npr.org

Top Domains in Tweet in G8:
[10] twitter.com
[3] youtube.com
[2] thetruthaboutvaccines.com
[1] home.blog
[1] thehighwire.com
[1] toddstarnes.com
[1] instagram.com
[1] circleofdocs.com
[1] banned.video
[1] rt.com

Top Domains in Tweet in G9:
[3] twitter.com
[2] medpagetoday.com
[1] vocal.media
[1] sccm.org
[1] newsweek.com
[1] go.com
[1] businessinsider.com

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1851] doctorsspeakup
[1086] believeitornot
[657] vaccines
[412] covid19
[336] coronavirus
[187] flushot
[187] flu
[157] nursescovid19
[156] doctors
[143] ppe



Top Hashtags in Tweet in G1:
[1075] believeitornot
[3] doctorsspeakup
[2] coronavirus
[1] corona

Top Hashtags in Tweet in G2:
[622] vaccines
[251] doctorsspeakup
[184] flushot
[184] flu
[136] learntherisk
[136] hepatitis
[107] nursesspeakup
[107] coronavirus
[103] study
[82] vaccine

Top Hashtags in Tweet in G3:
[466] doctorsspeakup
[92] covid19
[68] coronavirus
[62] doctors
[36] nursescovid19
[32] nurses
[29] covid_19
[24] nursesareheroes
[21] covid2019
[20] ppeshortage

Top Hashtags in Tweet in G4:
[242] doctorsspeakup
[94] covid19
[65] nursescovid19
[57] coronavirus
[53] ppe
[35] firstresponders
[25] doctorsonlypressconferences
[21] nursesareheroes
[19] covid_19
[15] ppenow

Top Hashtags in Tweet in G5:
[131] doctorsspeakup
[32] covid19
[30] doctor4covid
[19] doctors
[15] covid2019
[14] exposeddoctorupdate
[14] ppe
[13] infecteddoctorupdate
[13] covid2019india
[13] rssinaction

Top Hashtags in Tweet in G6:
[45] doctorsspeakup
[20] trumpistheworstpresidentever
[13] covid19
[12] trumpliespeopledie
[11] pressbriefing
[11] trumpviruscoverup
[10] coronavirus
[10] liarinchief
[9] trumpiskillingus
[9] trumpisunfit

Top Hashtags in Tweet in G7:
[36] doctorsspeakup
[9] vaccines
[6] giveusppe
[3] vaxxed
[3] vaccineswork
[3] cdc
[3] informedconsent
[3] medicalfreedom
[3] givemeppe
[3] ppe

Top Hashtags in Tweet in G8:
[75] doctorsspeakup
[14] vaccines
[8] wedid
[8] vaccine
[6] injury
[4] gardasilisdangerous
[4] vaccineinjured
[4] covid19
[4] vaccineinjury
[4] vaccinecourt

Top Hashtags in Tweet in G9:
[15] doctorsspeakup
[9] ppe
[5] ppeshortage
[3] n95masks
[3] indiandoctors
[3] covid2019
[3] coronavirusindia
[3] covid19
[3] coronafighters
[2] ppenow

Top Hashtags in Tweet in G10:
[27] covid19
[17] doctorsspeakup
[6] doctor
[4] nursesareheroes
[4] trumpviruscoverup
[3] sciencetwitter
[3] biotwitter
[3] covid_19
[2] icu
[2] icunurse

Top Words
Top Words in Tweet in Entire Graph:
[2232] Words in Sentiment List#1: Positive
[3952] Words in Sentiment List#2: Negative
[17] Words in Sentiment List#3: Angry/Violent
[108119] Non-categorized Words
[114305] Total Words
[1852] #doctorsspeakup
[1610] doctors
[1504] lotusoak2
[1099] serving
[1091] receiving

Top Words in Tweet in G1:
[1075] #believeitornot
[1075] receiving
[1075] complaints
[1075] doctors
[1075] serving
[1075] selflessly
[1075] diagnose
[1073] mumbaipolice
[1052] treat
[1052] combat

Top Words in Tweet in G2:
[1478] lotusoak2
[622] #vaccines
[453] dr
[324] vaccines
[293] md
[251] #doctorsspeakup
[242] think
[241] know
[239] effective
[239] fallen

Top Words in Tweet in G3:
[466] #doctorsspeakup
[92] #covid19
[71] क
[68] #coronavirus
[65] doctors
[62] #doctors
[38] र
[36] #nursescovid19
[36] त
[32] #nurses

Top Words in Tweet in G4:
[242] #doctorsspeakup
[94] #covid19
[89] realdonaldtrump
[65] #nursescovid19
[58] #coronavirus
[53] #ppe
[36] need
[35] #firstresponders
[30] trump
[30] doctor

Top Words in Tweet in G5:
[131] #doctorsspeakup
[109] thank
[75] doctors
[59] unitedrda
[58] workers
[50] ªà
[47] pmoindia
[44] narendramodi
[36] police
[32] #covid19

Top Words in Tweet in G6:
[45] #doctorsspeakup
[30] trump
[24] ppe
[20] #trumpistheworstpresidentever
[13] catskilljulie
[13] #covid19
[13] mericauhh
[12] #trumpliespeopledie
[12] super
[12] cool

Top Words in Tweet in G7:
[36] #doctorsspeakup
[11] highwiretalk
[9] dr
[9] #vaccines
[9] drpanmd
[8] vaccine
[8] lotusoak2
[8] support
[8] being
[8] given

Top Words in Tweet in G8:
[76] #doctorsspeakup
[26] vaccines
[23] vaccine
[18] children
[14] #vaccines
[13] lotusoak2
[10] know
[10] people
[10] democratfed
[10] need

Top Words in Tweet in G9:
[15] #doctorsspeakup
[9] #ppe
[8] way
[7] doctors
[7] work
[7] makes
[6] feel
[6] fine
[6] sense
[6] tested

Top Words in Tweet in G10:
[27] nurses
[27] #covid19
[27] care
[26] worries
[26] start
[26] having
[26] doctors
[26] die
[26] florida
[26] feel

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1085] #believeitornot,receiving
[1085] receiving,complaints
[1085] complaints,doctors
[1085] doctors,serving
[1085] serving,selflessly
[1085] selflessly,diagnose
[1062] diagnose,treat
[1062] treat,combat
[1060] mumbaipolice,#believeitornot
[1053] combat,#coronavirâ

Top Word Pairs in Tweet in G1:
[1075] #believeitornot,receiving
[1075] receiving,complaints
[1075] complaints,doctors
[1075] doctors,serving
[1075] serving,selflessly
[1075] selflessly,diagnose
[1052] diagnose,treat
[1052] treat,combat
[1050] mumbaipolice,#believeitornot
[1043] combat,#coronavirâ

Top Word Pairs in Tweet in G2:
[365] lotusoak2,dr
[239] think,vaccines
[239] fallen,marketing
[239] marketing,trick
[239] trick,know
[238] know,half
[231] vaccines,safe
[231] safe,effective
[231] effective,fallen
[228] lotusoak2,think

Top Word Pairs in Tweet in G3:
[19] #doctorsspeakup,#doctors
[16] #doctors,#doctorsspeakup
[15] #nursescovid19,#doctorsspeakup
[14] doctors,nurses
[13] #covid19,#doctorsspeakup
[13] #nurses,#doctorsspeakup
[12] #nursesareheroes,#doctorsspeakup
[11] covid,19
[11] #coronavirus,#doctorsspeakup
[11] #covidãƒ,19

Top Word Pairs in Tweet in G4:
[32] #doctorsspeakup,#nursescovid19
[22] #nursescovid19,#doctorsspeakup
[19] proud,outreach
[19] outreach,director
[19] director,help_hospitals
[19] help_hospitals,nurse
[19] nurse,doctor
[19] doctor,interested
[19] interested,joining
[18] joining,tâ

Top Word Pairs in Tweet in G5:
[44] workers,thank
[23] grocery,store
[23] store,workers
[23] pharmacy,workers
[23] police,fire
[23] fire,emt
[21] thank,grocery
[21] thank,truckers
[21] truckers,thank
[21] thank,pharmacy

Top Word Pairs in Tweet in G6:
[12] super,cool
[12] cool,trump
[12] trump,went
[12] went,hunt
[12] hunt,ppe
[11] #trumpistheworstpresidentever,#trumpliespeopledie
[11] #trumpliespeopledie,#pressbriefing
[11] #pressbriefing,#doctorsspeakup
[11] #doctorsspeakup,#trumpviruscoverup
[9] #trumpviruscoverup,#trumpiskillingus

Top Word Pairs in Tweet in G7:
[7] drpanmd,#doctorsspeakup
[7] highwiretalk,#doctorsspeakup
[6] international,bioethical
[6] bioethical,standards
[6] standards,potentially
[6] #doctorsspeakup,#giveusppe
[6] #giveusppe,lamenting
[6] lamenting,lack
[6] lack,support
[6] support,being

Top Word Pairs in Tweet in G8:
[9] #doctorsspeakup,admit
[7] democratfed,#doctorsspeakup
[7] people,open
[7] open,eyes
[7] eyes,under
[7] under,total
[7] total,vaccine
[7] vaccine,control
[7] control,hell
[7] hell,bill

Top Word Pairs in Tweet in G9:
[6] feel,fine
[6] fine,work
[6] work,makes
[6] makes,sense
[6] sense,way
[6] way,tested
[6] tested,test
[6] test,make
[5] nataliebello9,feel
[5] make,differâ

Top Word Pairs in Tweet in G10:
[26] worries,start
[26] start,having
[26] having,nurses
[26] nurses,doctors
[26] doctors,die
[26] die,#covid19
[26] #covid19,florida
[26] florida,feel
[26] feel,naked
[26] naked,taking

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@whitehouse
@nygovcuomo
@govdunleavy
@pmoindia
@amermedicalassn
@gavinnewsom
@narendramodi
@idahoonyourside
@gopchairwoman

Top Replied-To in G1:
@suketuk

Top Replied-To in G2:
@lotusoak2

Top Replied-To in G4:
@realdonaldtrump
@whitehouse
@nygovcuomo
@govdunleavy
@amermedicalassn
@gavinnewsom
@gopchairwoman
@gop
@jim_jordan
@mikerudy56

Top Replied-To in G5:
@pmoindia
@narendramodi
@drharshvardhan
@myogiadityanath
@atulunmatchable
@shashitharoor
@cmomaharashtra
@yadavtejashwi
@kishanreddybjp
@rahulkanwal

Top Replied-To in G6:
@rishidesaimd
@mansoortshams
@angrierwhstaff
@atrupar
@yamiche
@seattletimes
@steveychungmd1
@palmerreport
@chuckwoolery
@zdoggmd

Top Replied-To in G7:
@notyour28981739
@davidicke
@mrmeise
@drninashapiro
@agileconcept

Top Replied-To in G8:
@liamschubel
@democratfed

Top Replied-To in G9:
@dbelardomd
@aamir_khan
@sbmpediatrics
@httweets
@justiceinmed

Top Replied-To in G10:
@prakritigaba
@colingiacobi
@drcswilliam
@realdonaldtrump
@casluis3

Top Mentioned
Top Mentioned in Entire Graph:
@lotusoak2
@mumbaipolice
@va_shiva
@realdonaldtrump
@unitedrda
@cpmumbaipolice
@naghmasahar
@pmoindia
@narendramodi
@warriormama1019

Top Mentioned in G1:
@mumbaipolice
@cpmumbaipolice
@suketuk

Top Mentioned in G2:
@lotusoak2
@va_shiva
@delbigtree
@kathy_kitsona
@hfic808
@wokemamag
@icandecide
@warriormama1019
@radychildrens
@bilingualmomof2

Top Mentioned in G3:
@leo_dicaprio_a
@communitymask
@safetymentalst

Top Mentioned in G4:
@realdonaldtrump
@potus
@help_hospitals
@adaline777
@tkaz99
@cnn
@whitehouse
@cdcgov
@vernqueenoftypo
@nygovcuomo

Top Mentioned in G5:
@unitedrda
@pmoindia
@narendramodi
@drrebellious
@mohfw_india
@drmanishjain680
@drharshvardhan
@lavanyasharma05
@amitshah
@suraiya95

Top Mentioned in G6:
@catskilljulie
@mericauhh
@devincow
@boutrousted
@palmerreport
@gtconway3d
@steveychungmd1
@ttbuttonguys
@angrierwhstaff
@ddale8

Top Mentioned in G7:
@highwiretalk
@drpanmd
@lotusoak2
@childrenshd
@good_question10
@notyour28981739
@mdo526
@lovereignssupr1
@utobian
@nicoleb_md

Top Mentioned in G8:
@lotusoak2
@democratfed
@lifebiomedguru
@discangirl
@chickenlady100
@nygovcuomo
@bradhoylman
@ameracadpeds
@melissasuzanne
@nysenate

Top Mentioned in G9:
@cmichaelgibson
@nataliebello9
@high_funda_2k19
@icpaulavaughn
@drmarthagulati
@boback
@netta_doc
@bzoy
@kaalateetham
@imaindiaorg

Top Mentioned in G10:
@solnatamd
@tajma_kotoric
@qffwffq
@medicusfr
@drgroquik
@contactprimum
@damkyan_omega
@tronchebiais
@dr_l_alexandre
@idrissaberkane

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@americanair
@vodafonein
@jurylady5
@defendressofsan
@twitlertwit
@ma3route
@patriot_girl_tx
@cnnnews18
@harrypetsanis

Top Tweeters in G1:
@rajendr76194898
@viralvm69
@prashantbme
@indigokores
@thebeerjunkie
@tishtriya
@rajeevsharma845
@calamur
@samwit_wicky
@simplecommonman

Top Tweeters in G2:
@defendressofsan
@patriot_girl_tx
@tammywalt61
@makedni
@zwoodbutcher
@combatsespoir
@sheindie
@ericsteelelive
@dsdr2011
@dieb1948

Top Tweeters in G3:
@safetymentalst
@brightvibes
@trixienovel
@lauravanvleet
@dsquared75
@dra
@pausenet
@rosedeliros
@shupe_laura
@latestly

Top Tweeters in G4:
@americanair
@just_old_joe
@jocowboys87
@bbcnews
@ambeautifulshow
@nytimes
@khou
@abc13houston
@inglamwetrust
@coopah

Top Tweeters in G5:
@indiatoday
@timesnow
@indiatvnews
@aajtak
@indiantweeter
@rohithiware
@anandvisen1
@republic
@ajenglish
@bjp4india

Top Tweeters in G6:
@twitlertwit
@time
@latimes
@sacbee_news
@jaketapper
@chicagotribune
@mollyjongfast
@theatlantic
@seattletimes
@cnnpolitics

Top Tweeters in G7:
@yayayarndiva
@_mamadeb
@doritmi
@beckyjohnson222
@monstercoyliar
@frankdelia7
@plasticdoe
@pjmoore1958
@pghsheep
@gmopundit

Top Tweeters in G8:
@tigcook
@truthspeakstuff
@aspiesmom
@usashopper
@katieflelite7
@mission2heal
@charismaalasta1
@themanofyahweh
@annieone3
@otelocom

Top Tweeters in G9:
@cnnnews18
@httweets
@indianexpress
@timesofindia
@zeenews
@ndtvfeed
@toiindianews
@crazygirlcandie
@wordfinga
@loksattalive

Top Tweeters in G10:
@imagefeeder
@yuki_2_1
@chrisloesch
@tummler10
@tinytiernan
@potarddechaine
@flowerofmemory
@drgroquik
@sharkradionet
@idrissaberkane


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