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(corona OR virus OR covid) (%22Gov MI%22 OR GovWhitmer)_2020-04-12_17-50-56.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
April 13, 2020
Short Description:
(corona OR virus OR covid) ("Gov MI" OR GovWhitmer) via NodeXL https://bit.ly/3bgsMpm
@govwhitmer
@markyoungtruth
@ron_fournier
@ltgovgilchrist
@pipercarter
@phoebesaid
@rarepatient
@spartyliveshere
@realsamoberlin
@trixiebeez

Top hashtags:
#insanity
#covid_19

Description:
Description
The graph represents a network of 3,202 Twitter users whose tweets in the requested range contained "(corona OR virus OR covid) ("Gov MI" OR GovWhitmer)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 13 April 2020 at 00:51 UTC.

The requested start date was Monday, 13 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 18-hour, 29-minute period from Saturday, 11 April 2020 at 12:10 UTC to Sunday, 12 April 2020 at 06:40 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 : 3202
Unique Edges : 5737
Edges With Duplicates : 1924
Total Edges : 7661
Number of Edge Types : 4
MentionsInRetweet : 4340
Replies to : 1019
Mentions : 2291
Tweet : 11
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.010194624652456
Reciprocated Edge Ratio : 0.0201834862385321
Connected Components : 8
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 3191
Maximum Edges in a Connected Component : 7652
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.529573
Graph Density : 0.000638073556417117
Modularity : 0.516228
NodeXL Version : 1.0.1.430
Data Import : The graph represents a network of 3,202 Twitter users whose tweets in the requested range contained "(corona OR virus OR covid) (%22Gov MI%22 OR GovWhitmer)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 13 April 2020 at 00:51 UTC.

The requested start date was Monday, 13 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 18-hour, 29-minute period from Saturday, 11 April 2020 at 12:10 UTC to Sunday, 12 April 2020 at 06:40 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 : (corona OR virus OR covid) (%22Gov MI%22 OR GovWhitmer)
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:
[30] https://twitter.com/govwhitmer/status/1248658569957867521
[7] https://www.change.org/p/michigan-state-house-impeach-governor-whitmer/exp/cl_/cl_sharecopy_21006543_en-US/v4/990671379?utm_content=cl_sharecopy_21006543_en-US%3Av4&recruiter=990671379&recruited_by_id=fbb991b0-ba30-11e9-b65c-f7cc1ce6e896&utm_source=share_petition&utm_medium=copylink&utm_campaign=psf_combo_share_abi
[4] https://www.change.org/p/demand-whitmer-stop-risking-mi-lives-retract-ban-on-covid-19-treatments-let-our-clinicians-lead/exp/cl_/cl_sharecopy_21155846_en-US/v8/990671379?utm_content=cl_sharecopy_21155846_en-US%3Av8&recruiter=990671379&recruited_by_id=fbb991b0-ba30-11e9-b65c-f7cc1ce6e896&utm_source=share_petition&utm_medium=copylink&utm_campaign=psf_combo_share_abi
[4] https://www.change.org/p/the-people-of-michigan-recall-gretchen-whitmer-dc6337e0-dcc4-4d6a-b717-27b8915b3a77/exp/cl_/cl_sharecopy_14369665_en-US/v4/990671379?utm_content=cl_sharecopy_14369665_en-US%3Av4&recruiter=990671379&recruited_by_id=fbb991b0-ba30-11e9-b65c-f7cc1ce6e896&utm_source=share_petition&utm_medium=copylink&utm_campaign=psf_combo_share_abi
[4] https://twitter.com/govwhitmer/status/1249077783067799553
[3] https://www.detroitnews.com/story/news/local/michigan/2020/04/11/covid-19-costs-grand-blanc-michigan-woman-entire-family/5132907002/
[3] https://twitter.com/GovWhitmer/status/1249077783067799553
[3] https://www.nih.gov/news-events/news-releases/nih-clinical-trial-hydroxychloroquine-potential-therapy-covid-19-begins
[3] https://www.telegraph.co.uk/news/2020/04/02/stop-reaching-bottle-lockdown-says-world-health-organization/
[2] https://twitter.com/tomcottonar/status/1249045188229677056

Top URLs in Tweet in G1:
[30] https://twitter.com/govwhitmer/status/1248658569957867521
[2] https://twitter.com/govwhitmer/status/1249077783067799553
[2] https://twitter.com/tori_sachs/status/1248767913269645319
[2] https://www.foxnews.com/politics/michigan-stay-at-home-order-now-bans-visits-to-friends-relatives-governor-says
[2] https://michigan.gov/whitmer
[2] https://www.semca.org/gov-whitmer-lowers-flags-to-honor-lives-lost-due-to-coronavirus-pandemic/
[1] https://ourworldindata.org/covid-mortality-risk
[1] https://twitter.com/ingrahamangle/status/1248969451493523457
[1] https://twitter.com/theriseofrod/status/1248782767590191105
[1] https://www.youtube.com/watch?v=eNEyLn1Zz_g&feature=youtu.be


Top URLs in Tweet in G2:
[3] https://www.nih.gov/news-events/news-releases/nih-clinical-trial-hydroxychloroquine-potential-therapy-covid-19-begins
[1] https://uamshealth.com/medical-myths/can-some-people-be-carriers-of-diseases-without-ever-appearing-sick/
[1] https://www.youtube.com/watch?v=_qWmiWf81zI&feature=youtu.be

[1] https://dailycaller.com/2020/03/18/hydroxychloroquine-coronavirus-covid19-cure-study/
[1] https://www.forbes.com/sites/rachelsandler/2020/03/30/fda-approves-anti-malarial-drugs-chloroquine-and-hydroxychloroquine-for-emergency-coronavirus-treatment/#44060f725e5d
[1] https://www.sciencemag.org/news/2020/04/trials-drugs-prevent-coronavirus-infection-begin-health-care-workers
[1] https://www.foxnews.com/politics/president-trump-joke-dating-models-discussing-covid-19
[1] https://www.usatoday.com/story/news/investigations/2020/04/10/trumps-support-hydroxychloroquine-treat-covid-19-could-hurt-race-cure/5133484002/
[1] https://www.aafp.org/journals/afp/explore/covid-19-daily-briefs.html
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2803%2900806-5%2Ffulltext&rc=0

Top URLs in Tweet in G3:
[1] https://twitter.com/cmyeaton/status/1248951416342876161
[1] https://www.youtube.com/watch?v=Ng0lZa4NXjQ&feature=youtu.be

[1] https://twitter.com/beachmilk/status/1248971091722330113
[1] https://twitter.com/kmggaryde/status/1249064871314051073
[1] https://behind-the-news.com/operation-lock-step-the-sinister-agenda-behind-covid-19/
[1] https://on.cc.com/2VmdF7l
[1] https://intelligence.weforum.org/topics/a1G0X000006O6EHUA0?tab=publications
[1] https://twitter.com/mitchellvii/status/1248943214930939904

Top URLs in Tweet in G5:
[2] https://dailycaller.com/2020/04/11/voboril-coronavirus-policies-based-on-math-error-will-fuel-populism-in-november/
[1] https://www.google.com/search?q=total+corona+19+cases+in+the+US&rlz=1CDGOYI_enUS891US891&oq=total+corona+19+cases+in+the+US&aqs=chrome..69i57.682j0j7&hl=en-US&sourceid=chrome-mobile&ie=UTF-8
[1] https://qanon.pub/
[1] https://twitter.com/BlondieVex/status/1248861521540767744
[1] https://twitter.com/govwhitmer/status/1248661983211261953
[1] https://retractionwatch.com/2020/04/06/hydroxychlorine-covid-19-study-did-not-meet-publishing-societys-expected-standard/

Top URLs in Tweet in G6:
[3] https://www.detroitnews.com/story/news/local/michigan/2020/04/11/covid-19-costs-grand-blanc-michigan-woman-entire-family/5132907002/
[2] https://www.wxyz.com/news/coronavirus/4-metro-detroit-kroger-grocery-workers-die-from-covid-19
[2] https://www.abc12.com/content/news/Several-workers-at-Shiawassee-County-nursing-home-test-positive-for-COVID-19-569537921.html
[1] https://www.clickondetroit.com/news/local/2020/04/11/meijer-confirms-first-employee-deaths-from-covid-19/
[1] https://www.lansingcitypulse.com/stories/michigan-reports-200plus-covid-19-deaths-yesterday,14141
[1] https://twitter.com/AndySwan/status/1248723601907486720?s=19
[1] https://wwmt.com/news/local/oaklawn-hospital-temporarily-lays-off-nearly-200-if-its-1150-employees-reduces-salaries

Top URLs in Tweet in G7:
[2] https://www.governor.virginia.gov/media/governorvirginiagov/executive-actions/EO-53-Temporary-Restrictions-Due-To-Novel-Coronavirus-(COVID-19).pdf
[1] https://JoeBiden.com/Heres-The-Deal
[1] https://www.fox17online.com/news/coronavirus/facebook-group-michiganders-against-excessive-quarantine-takes-off

Top URLs in Tweet in G8:
[1] https://www.who.int/emergencies/diseases/novel-coronavirus-2019/technical-guidance/naming-the-coronavirus-disease-(covid-2019)-and-the-virus-that-causes-it
[1] https://twitter.com/beachmilk/status/1248971091722330113
[1] https://www.fox2detroit.com/news/jackson-prison-suffers-covid-19-outbreak-leaving-families-of-inmates-outraged
[1] https://www.newswars.com/bill-maher-defends-calling-coronavirus-chinese-virus-slams-political-correctness/

Top URLs in Tweet in G9:
[1] https://www.detroitchamber.com/covid19/governor-lets-get-through-next-3-weeks-then-talk-thoughtfully-how-to-restart-the-economy/

Top URLs in Tweet in G10:
[3] https://www.telegraph.co.uk/news/2020/04/02/stop-reaching-bottle-lockdown-says-world-health-organization/
[2] https://www.express.co.uk/life-style/health/1258134/coronavirus-latest-updates-news-alcohol-weakens-immune-system
[1] https://twitter.com/tomcottonar/status/1249045188229677056
[1] https://deadline.com/2020/04/white-house-covid-19-coordinator-dont-go-to-grocery-store-or-pharmacy-unless-essential-1202900889/

Top Domains
Top Domains in Tweet in Entire Graph:
[69] twitter.com
[16] change.org
[5] youtube.com
[5] co.uk
[4] foxnews.com
[3] detroitnews.com
[3] michigan.gov
[3] dailycaller.com
[3] nih.gov
[2] google.com

Top Domains in Tweet in G1:
[50] twitter.com
[3] foxnews.com
[3] michigan.gov
[2] fox47news.com
[2] livingstondaily.com
[2] theepochtimes.com
[2] semca.org
[1] ourworldindata.org
[1] youtube.com
[1] forbes.com

Top Domains in Tweet in G2:
[3] nih.gov
[1] uamshealth.com
[1] youtube.com
[1] dailycaller.com
[1] forbes.com
[1] sciencemag.org
[1] foxnews.com
[1] usatoday.com
[1] aafp.org
[1] elsevierhealth.com

Top Domains in Tweet in G3:
[4] twitter.com
[1] youtube.com
[1] behind-the-news.com
[1] cc.com
[1] weforum.org

Top Domains in Tweet in G5:
[2] twitter.com
[2] dailycaller.com
[1] google.com
[1] qanon.pub
[1] retractionwatch.com

Top Domains in Tweet in G6:
[3] detroitnews.com
[2] wxyz.com
[2] abc12.com
[1] clickondetroit.com
[1] lansingcitypulse.com
[1] twitter.com
[1] wwmt.com

Top Domains in Tweet in G7:
[2] virginia.gov
[1] joebiden.com
[1] fox17online.com

Top Domains in Tweet in G8:
[1] who.int
[1] twitter.com
[1] fox2detroit.com
[1] newswars.com

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

Top Domains in Tweet in G10:
[5] co.uk
[1] twitter.com
[1] deadline.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[270] insanity
[38] covid_19
[23] covid__19
[22] covid
[19] coronavirus
[16] michigan
[11] stayhome
[10] michiganlockdown
[10] giddyupgovwhitmer
[8] impeachwhitmer



Top Hashtags in Tweet in G1:
[265] insanity
[10] covid_19
[10] covid
[5] michiganlockdown
[4] covid__19
[4] michigan
[3] covid19mi
[3] detroit
[3] flint
[3] coronavirus

Top Hashtags in Tweet in G2:
[2] science
[1] insanity
[1] michigan
[1] covid19mi
[1] detroit
[1] flint
[1] uninformed
[1] covid__19

Top Hashtags in Tweet in G3:
[5] covid__19
[2] covid19
[2] impeachwhitmer
[1] freetheseeds
[1] freethecures
[1] pandemic
[1] disaster
[1] usa
[1] hospitals
[1] covid

Top Hashtags in Tweet in G4:
[3] covid__19
[2] michigan
[2] michiganlockdown
[2] covid
[2] botoxformigraine
[1] hiddenagenda
[1] nonessential
[1] quarantine
[1] gardening
[1] gardenersworld

Top Hashtags in Tweet in G5:
[19] covid_19
[10] giddyupgovwhitmer
[9] coronavirus
[8] stayhome
[4] covid
[4] covid__19
[4] martiallaw
[2] s
[2] qanon
[2] covid19

Top Hashtags in Tweet in G6:
[2] gop

Top Hashtags in Tweet in G7:
[3] walkaway
[2] impeachwhitmer
[2] covid__19
[1] wethepeople
[1] michigan
[1] americafirst
[1] maga
[1] trump2020
[1] kag
[1] covid_19

Top Hashtags in Tweet in G8:
[4] policestate
[3] controlfreak
[3] nannystate
[2] coronavirus
[1] essentialtp
[1] fkthenannystate
[1] controlfreaksincharge
[1] herosworkforfree
[1] coronalies
[1] covid

Top Hashtags in Tweet in G9:
[1] covid

Top Hashtags in Tweet in G10:
[1] trumpvirus
[1] insanity

Top Words
Top Words in Tweet in Entire Graph:
[1149] Words in Sentiment List#1: Positive
[5109] Words in Sentiment List#2: Negative
[46] Words in Sentiment List#3: Angry/Violent
[75817] Non-categorized Words
[82075] Total Words
[2826] govwhitmer
[2149] virus
[1684] buying
[1411] michigan
[1240] markyoungtruth

Top Words in Tweet in G1:
[1627] buying
[1531] govwhitmer
[1458] virus
[1214] markyoungtruth
[1148] michigan
[1112] governor
[1111] spread
[874] state
[835] seeds
[814] lotto

Top Words in Tweet in G2:
[185] govwhitmer
[174] joesichspach
[75] virus
[71] thetoyman1
[71] rememberpaoli
[68] unacceptableone
[55] covid
[26] 19
[21] doctors
[18] going

Top Words in Tweet in G3:
[107] govwhitmer
[57] virus
[34] realdonaldtrump
[29] people
[23] covid
[18] whitmer
[18] chicago1ray
[16] joesichspach
[16] johncardillo
[16] dbongino

Top Words in Tweet in G4:
[164] govwhitmer
[146] tori_sachs
[136] virus
[79] laylaalisha11
[79] michigan
[79] seems
[76] getdemocratsout
[69] problems
[68] serious
[17] covid

Top Words in Tweet in G5:
[166] govwhitmer
[67] michiganhhs
[66] virus
[62] covid
[35] michigan
[34] 19
[34] people
[25] lack
[22] still
[20] spartyliveshere

Top Words in Tweet in G6:
[145] govwhitmer
[72] jdoesntlikeyou
[66] megaholt
[59] virus
[53] work
[48] misenate
[43] nurse
[42] see
[42] understand
[41] hi

Top Words in Tweet in G7:
[69] govwhitmer
[45] cortessteve
[39] virus
[21] joebiden
[19] covid
[14] 19
[10] people
[10] buying
[10] spread
[10] michigan

Top Words in Tweet in G8:
[59] govwhitmer
[40] virus
[35] potus
[19] theriseofrod
[17] people
[15] cindyseestruth
[15] crusaders2225
[14] need
[12] buying
[12] spread

Top Words in Tweet in G9:
[69] ron_fournier
[68] economy
[67] michigan
[67] 19
[67] more
[66] panicky
[66] partisan
[66] pols
[66] open
[66] soon

Top Words in Tweet in G10:
[47] govwhitmer
[30] tomcottonar
[24] virus
[10] covid
[10] michigan
[10] alcohol
[9] fight
[8] bjhjsh
[7] people
[7] allowed

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1158] spread,virus
[1103] governor,govwhitmer
[1100] michigan,governor
[1096] markyoungtruth,michigan
[834] govwhitmer,buying
[832] seeds,spread
[831] virus,buying
[830] vegetable,seeds
[828] buying,vegetable
[828] buying,state

Top Word Pairs in Tweet in G1:
[1094] spread,virus
[1078] governor,govwhitmer
[1077] michigan,governor
[1074] markyoungtruth,michigan
[815] seeds,spread
[812] govwhitmer,buying
[812] vegetable,seeds
[812] virus,buying
[811] buying,vegetable
[811] buying,state

Top Word Pairs in Tweet in G2:
[71] thetoyman1,joesichspach
[71] joesichspach,rememberpaoli
[71] rememberpaoli,govwhitmer
[68] unacceptableone,thetoyman1
[61] joesichspach,govwhitmer
[26] covid,19
[16] davidcippel,unacceptableone
[16] govwhitmer,oh
[15] oh,highly
[15] highly,misinformed

Top Word Pairs in Tweet in G3:
[16] joesichspach,govwhitmer
[15] covid,19
[15] dbongino,govwhitmer
[14] chicago1ray,govwhitmer
[11] govwhitmer,realdonaldtrump
[10] ryanafournier,joesichspach
[9] govwhitmer,whitmer
[9] whitmer,behavior
[9] behavior,considered
[9] considered,act

Top Word Pairs in Tweet in G4:
[79] tori_sachs,laylaalisha11
[79] laylaalisha11,govwhitmer
[74] getdemocratsout,tori_sachs
[67] govwhitmer,michigan
[67] michigan,seems
[67] seems,serious
[67] serious,problems
[67] problems,virus
[42] tori_sachs,govwhitmer
[12] govwhitmer,seems

Top Word Pairs in Tweet in G5:
[43] govwhitmer,michiganhhs
[34] covid,19
[22] michiganhhs,govwhitmer
[16] govwhitmer,still
[16] still,awol
[16] awol,leadership
[16] leadership,instead
[16] instead,expensive
[16] expensive,videos
[16] videos,tweets

Top Word Pairs in Tweet in G6:
[67] jdoesntlikeyou,govwhitmer
[61] megaholt,jdoesntlikeyou
[41] govwhitmer,hi
[40] hi,icu
[40] icu,nurse
[39] nurse,saw
[39] saw,see
[39] see,work
[39] work,perhaps
[39] perhaps,understand

Top Word Pairs in Tweet in G7:
[38] cortessteve,govwhitmer
[14] covid,19
[11] govwhitmer,joebiden
[7] spread,virus
[6] govwhitmer,buying
[5] charlesofmi,dennisr38458475
[5] dennisr38458475,cortessteve
[4] folks,second
[4] second,episode
[4] episode,deal

Top Word Pairs in Tweet in G8:
[18] govwhitmer,potus
[15] potus,govwhitmer
[11] theriseofrod,govwhitmer
[9] colt_45_outlaw,potus
[8] spread,virus
[8] nothing,virus
[6] covid,19
[6] fast,food
[5] type_ur_name,crusaders2225
[5] crusaders2225,colt_45_outlaw

Top Word Pairs in Tweet in G9:
[66] panicky,partisan
[66] partisan,pols
[66] pols,open
[66] open,michigan
[66] michigan,economy
[66] economy,soon
[66] soon,covid
[66] covid,19
[66] 19,sink
[66] sink,teeth

Top Word Pairs in Tweet in G10:
[27] tomcottonar,govwhitmer
[8] bjhjsh,tomcottonar
[6] ability,fight
[6] fight,virus
[6] crystal,ball
[4] citizens,purchase
[4] covid,19
[4] govwhitmer,way
[4] way,fresh
[4] fresh,veggies

Top Replied-To
Top Replied-To in Entire Graph:
@govwhitmer
@justinamash
@joesichspach
@misenate
@tori_sachs
@cortessteve
@megaholt
@unacceptableone
@markyoungtruth
@tomcottonar

Top Replied-To in G1:
@govwhitmer
@justinamash
@markyoungtruth
@wearecorn
@levi_gay
@ladycassette
@chuckwoolery
@michiganpk
@bbusa617
@caroltracy8

Top Replied-To in G2:
@joesichspach
@unacceptableone
@keenemaverick
@stanisl34212246
@sie_kensou77
@davidcippel
@honeybeelvr
@thetoyman1
@mountainattic
@nostrolucca

Top Replied-To in G3:
@johncardillo
@chicago1ray
@ryanafournier
@markzonafishing
@realdonaldtrump
@thechemo7582
@lisastark351
@wetheusavoters
@simplylorilee
@mlzambrana

Top Replied-To in G4:
@tori_sachs
@getdemocratsout
@_ol0lo_
@wonderland449
@doctor_bombay
@donjean13
@triaryder
@simplyt66442038
@makcodio
@davegarbacik

Top Replied-To in G5:
@govwhitmer
@impertinentpest
@michiganhhs
@migov
@njbarr7655
@swimpari
@ingrahamangle
@poshieylol
@desnoyerrobert
@ttwheeler2u

Top Replied-To in G6:
@misenate
@megaholt
@jdoesntlikeyou
@rainey77200
@milwspinny
@jacob1234d
@frogislandpark
@liberalwoodsman
@chadlivengood
@ultimatelonnie

Top Replied-To in G7:
@cortessteve
@joeoneill23
@dattmyar
@govwhitmer
@tquick67675
@mtfogleman
@miriambernstein
@gallandro1
@jameslosey3
@rocher6475

Top Replied-To in G8:
@theriseofrod
@cindyseestruth
@crusaders2225
@dawstin1
@type_ur_name
@thummbrian
@dancelo25230715
@traiklin
@qing2james3
@flyinjr415

Top Replied-To in G9:
@ron_fournier
@teecee_h

Top Replied-To in G10:
@tomcottonar
@bjhjsh
@trotterkatalexa
@keeplookingup6
@peterjmartel
@charlesofmi
@zoomzoomgal
@martajuch
@cielciel99999
@jferg1124

Top Mentioned
Top Mentioned in Entire Graph:
@govwhitmer
@markyoungtruth
@joesichspach
@tori_sachs
@laylaalisha11
@rememberpaoli
@thetoyman1
@getdemocratsout
@michiganhhs
@jdoesntlikeyou

Top Mentioned in G1:
@govwhitmer
@markyoungtruth
@justinamash
@_el_sol_
@nationalguard
@jeromewilsonmi
@dorindasears
@bueyobuey
@chuckwoolery
@truthseekerd

Top Mentioned in G2:
@govwhitmer
@joesichspach
@rememberpaoli
@thetoyman1
@unacceptableone
@olivia_awaken
@davidcippel
@yerboutisheik
@bayareahausfrau
@jeffswarens

Top Mentioned in G3:
@govwhitmer
@realdonaldtrump
@joesichspach
@dbongino
@lalaruefrench75
@chicago1ray
@ryanafournier
@gavinnewsom
@simplylorilee
@johncardillo

Top Mentioned in G4:
@govwhitmer
@tori_sachs
@laylaalisha11
@getdemocratsout
@antonelli_law
@in_gloria
@markyoungtruth
@sonshineday
@nickszabo4
@tedcruz

Top Mentioned in G5:
@govwhitmer
@michiganhhs
@spartyliveshere
@njbarr7655
@ingrahamangle
@cdcgov
@swimpari
@arc4freedom
@markyoungtruth
@michemhs

Top Mentioned in G6:
@govwhitmer
@jdoesntlikeyou
@megaholt
@misenate
@senmikeshirkey
@shaunaburbary
@gretchenwhitmer
@keepthx
@sydrasmith
@localhoey

Top Mentioned in G7:
@govwhitmer
@cortessteve
@joebiden
@charlesofmi
@dennisr38458475
@realdonaldtrump
@4wqhero
@petemorrisonmi
@patmcguinness
@dbongino

Top Mentioned in G8:
@govwhitmer
@potus
@crusaders2225
@cindyseestruth
@theriseofrod
@colt_45_outlaw
@type_ur_name
@alansamerica
@markyoungtruth
@ellacoreleone

Top Mentioned in G9:
@ron_fournier
@govwhitmer
@senmikeshirkey
@baruah_drc_ceo
@detroitchamber

Top Mentioned in G10:
@govwhitmer
@tomcottonar
@bjhjsh
@karen09490763
@migop
@joebiden
@amgenova
@bortc
@thedemocrats
@koleszar_matt

Top Tweeters
Top Tweeters in Entire Graph:
@immoralreport
@sharneal
@miltonespinozaf
@mkues65
@fasting39
@tenji95
@pas5974
@mary620497
@saveusrepublic2
@bbusa617

Top Tweeters in G1:
@sharneal
@miltonespinozaf
@mkues65
@pas5974
@mary620497
@saveusrepublic2
@bbusa617
@homerwhite
@toby_dorena
@loulachat

Top Tweeters in G2:
@fasting39
@tenji95
@sie_kensou77
@alley167
@overhead440
@jeffswarens
@43a6f0ce5dac4ea
@bayareahausfrau
@comfortablysmug
@thetoyman1

Top Tweeters in G3:
@gaetasusan
@boyd_2650
@nytimes
@cnbc
@usatoday
@wsj
@ap
@silver_fox9
@forbes
@donnawr8

Top Tweeters in G4:
@artmanjanet
@gracecourtwrig3
@claralkatzenmai
@donnam8470donna
@laylaalisha11
@s_soteria
@thefiretracker2
@reshas
@octubrechica
@yolanda53311253

Top Tweeters in G5:
@jimw_in_nm
@reneedahl5
@llviola
@lady1776
@arc4freedom
@lbmoult
@dmca91
@mich_lis
@smilegreatday
@madashell5056

Top Tweeters in G6:
@sullyanne1
@jax6655
@1feralkat
@eclectetsy
@bythesea66
@megaholt
@pasqualiba
@mrsjagray
@misunshine01
@rangeeladesi

Top Tweeters in G7:
@pky92941436
@areyou0
@zorn17
@tirukuralkaram
@buhr_chuck
@fite2bfree
@ctrobison
@theblaze
@thiviergemike
@guypbenson

Top Tweeters in G8:
@cindyseestruth
@crrja5
@ellacoreleone
@fgarcia2849jr
@mfirebrand1
@theriseofrod
@hrenee80
@prisonreformmvt
@katt9454
@no_silenced

Top Tweeters in G9:
@liskaaz
@sherylr1968
@ron_fournier
@sophie281032116
@everydaygene
@islandsoulqn
@pamelalaatz1
@pefnic
@kelseasgr8
@buckysmiles

Top Tweeters in G10:
@patriotpeach
@patriotjenn
@colony14
@cynthiahennig1
@janepowers1
@dougderby
@cyouloulou
@jboraski55
@keeplookingup6
@zoomzoomgal


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