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(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine)_2021-05-10_17-27-31.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 11, 2021
Short Description:
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine) via NodeXL https://bit.ly/2ROftYr
@govmikedewine
@and_kell
@prof_kennedy
@bystanderintx
@kerrylorkovic
@onahunttoday1
@carrieb0351
@richmuny
@govwhitmer
@tod316uk

Top hashtags:
#covid19
#impeachdewine
#asl

Description:
Description
The graph represents a network of 1,964 Twitter users whose tweets in the requested range contained "(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 11 May 2021 at 00:29 UTC.

The requested start date was Monday, 10 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 22-hour, 45-minute period from Monday, 26 April 2021 at 00:01 UTC to Sunday, 09 May 2021 at 22:46 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 : 1964
Unique Edges : 3066
Edges With Duplicates : 4399
Total Edges : 7465
Number of Edge Types : 5
Retweet : 1369
MentionsInRetweet : 3247
Mentions : 1917
Replies to : 876
Tweet : 56
Self-Loops : 85
Reciprocated Vertex Pair Ratio : 0.015058926233086
Reciprocated Edge Ratio : 0.029671038486347
Connected Components : 32
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 1924
Maximum Edges in a Connected Component : 7418
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.490033
Graph Density : 0.0012063811884424
Modularity : 0.396595
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,964 Twitter users whose tweets in the requested range contained "(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 11 May 2021 at 00:29 UTC.

The requested start date was Monday, 10 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 22-hour, 45-minute period from Monday, 26 April 2021 at 00:01 UTC to Sunday, 09 May 2021 at 22:46 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 Ohio%22 OR GovMikeDEWine)
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:
[48] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/covid-19-vaccination-program/COVID-19-vaccine-myths-vs-facts/covid-19-vaccine-myths-vs-facts
[8] https://twitter.com/_datagirlCLE/status/1389290212572991496
[6] https://twitter.com/govmikedewine/status/1387105849102016517
[5] https://americanconservativemovement.com/2021/04/17/stanford-study-quietly-published-at-nih-gov-proves-face-masks-are-absolutely-worthless-against-covid/
[5] https://coronavirus.ohio.gov/
[5] https://twitter.com/GovMikeDeWine/status/1387105849102016517
[4] https://gatewayartscouncil.org/
[4] https://www.washingtonexaminer.com/opinion/study-shows-ending-covid-regulations-increases-vaccinations
[4] https://www.wkyc.com/article/news/health/coronavirus/cleveland-clinic-case-western-covid-19-variants-more-transmissible-less-severe-than-original-strain/95-6d5a27b5-4dfb-4524-b064-65dde3f5370c
[4] https://abc6onyourside.com/news/local/ohio-quarantine-policy-update-4-27-21

Top URLs in Tweet in G1:
[44] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/covid-19-vaccination-program/COVID-19-vaccine-myths-vs-facts/covid-19-vaccine-myths-vs-facts
[5] https://americanconservativemovement.com/2021/04/17/stanford-study-quietly-published-at-nih-gov-proves-face-masks-are-absolutely-worthless-against-covid/
[4] https://coronavirus.ohio.gov/
[4] https://gatewayartscouncil.org/
[4] https://abc6onyourside.com/news/local/ohio-quarantine-policy-update-4-27-21
[3] https://myfox28columbus.com/news/local/ohio-quarantine-policy-update-4-27-21
[2] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/covid-19-vaccination-program/resources/covid-19-mass-vaccination-clinics
[2] https://childrenshealthdefense.org/defender/reasons-not-getting-covid-vaccine/
[2] https://abc6onyourside.com/news/coronavirus/ohio-coronavirus-update-may-3-2021
[1] https://ohiobwcblog.wordpress.com/2021/04/01/new-facilities-eligible-for-indoor-air-quality-funding/

Top URLs in Tweet in G2:
[8] https://twitter.com/_datagirlCLE/status/1389290212572991496
[4] https://www.washingtonexaminer.com/opinion/study-shows-ending-covid-regulations-increases-vaccinations
[3] https://www.coreysdigs.com/law-order/bribing-incentivizing-and-threatening-termination-over-covid-vaccines-is-it-legal/
[3] https://www.wkyc.com/article/news/health/coronavirus/cleveland-clinic-case-western-covid-19-variants-more-transmissible-less-severe-than-original-strain/95-6d5a27b5-4dfb-4524-b064-65dde3f5370c
[2] https://twitter.com/RichMuny/status/1391428824533975042
[2] https://blogs.bmj.com/bmj/2021/05/07/covid-vaccines-for-children-should-not-get-emergency-use-authorization/?utm_source=twitter&utm_medium=social&utm_term=hootsuite&utm_content=sme&utm_campaign=usage
[1] https://chicago.suntimes.com/columnists/2021/4/20/22394076/covid-19-texas-pandemic-infection-rates-restrictions-gov-greg-abbott-jacob-sullum
[1] https://twitter.com/JohnsHopkinsSPH/status/1382069847207596045
[1] https://spectrumnews1.com/oh/columbus/coronavirus/2020/12/11/number-of-kids-in-foster-care-drops-amid-covid-19
[1] https://bringmethenews.com/minnesota-news/walz-all-covid-business-restrictions-end-may-28-mask-mandate-to-follow-july-1

Top URLs in Tweet in G3:
[1] https://www.nga.org/center/publications/governors-role-in-promoting-disability-employment-in-covid-19-recovery-strategies/
[1] https://twitter.com/GovMikeDeWine/status/1390661444790718466
[1] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/covid-19-vaccination-program/COVID-19-vaccine-myths-vs-facts/covid-19-vaccine-myths-vs-facts
[1] https://twitter.com/LevensonEdward/status/1388590864600113154
[1] https://twitter.com/Revealingthetr2/status/1372907864801611777

Top URLs in Tweet in G4:
[3] https://www.contagionlive.com/view/immune-response-from-mrna-covid-19-vaccines-is-more-robust-than-natural-infection
[3] https://www.local10.com/news/local/2021/05/05/florida-reports-4394-new-cases-of-covid-19-and-79-resident-deaths-wednesday/
[3] https://www.nebraskamed.com/COVID/you-asked-we-answered-can-mrna-vaccines-alter-human-dna
[3] https://www.aamc.org/news-insights/are-they-safe-which-one-best-your-covid-19-vaccine-questions-answered
[2] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/covid-19-vaccination-program/COVID-19-vaccine-myths-vs-facts/covid-19-vaccine-myths-vs-facts
[2] https://news.harvard.edu/gazette/story/2021/04/harvard-medical-school-expert-explains-long-covid/
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[2] https://www.startribune.com/minnesota-reports-third-covid-19-death-of-a-child/600050421/
[2] https://www.nbcnews.com/news/us-news/michigan-record-breaking-number-children-have-been-hospitalized-covid-n1264986
[2] https://www.cnbc.com/2021/05/07/pfizer-and-biontech-begin-the-process-of-seeking-full-fda-approval-for-their-covid-vaccine.html

Top URLs in Tweet in G5:
[2] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/health-equity/communications-resources-hub/communications-resources-hub
[1] https://www.lifesitenews.com/opinion/18-reasons-i-wont-be-getting-a-covid-vaccine
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/transmission_k_12_schools.html#:~:text=Although%20children%20can%20be%20infected,years%20(COVID%20Data%20Tracker)
[1] https://twitter.com/MonicaGandhi9/status/1386908925467926532?s=20
[1] https://twitter.com/ABsteward/status/1381010380479156227?s=20
[1] https://www.factcheck.org/2020/04/hospital-payments-and-the-covid-19-death-count/
[1] https://fullfact.org/online/covid-vaccine-animal-testing/

Top URLs in Tweet in G6:
[1] https://twitter.com/GovMikeDeWine/status/1391368604151656448
[1] https://carnicominstitute.org/
[1] https://ourtube.co.uk/v/7BDZAP
[1] https://odysee.com/$/embed/Roger-Hodkinson-Alberta/2aa3c063f6ab501a6f162d8ea98efed7ff0928b9?s=09
[1] https://brandnewtube.com/404

Top URLs in Tweet in G7:
[3] https://www.wvxu.org/post/sen-brown-talks-covid-vaccine-portman-replacement-during-cincinnati-visit#stream/0
[1] https://www.thegatewaypundit.com/2021/04/stanford-study-results-facemasks-ineffective-block-transmission-covid-19-actually-can-cause-health-deterioration-premature-death/
[1] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/covid-19-vaccination-program/COVID-19-vaccine-myths-vs-facts/covid-19-vaccine-myths-vs-facts
[1] https://twitter.com/kgopinion/status/1390385288392937473
[1] https://www.wkyc.com/article/sports/nfl/nfl-draft/nfl-draft-drill-covid-19-protocols-in-place/95-ad36a7d0-470f-4532-8af0-ac169569851e
[1] https://www.wkyc.com/article/news/health/coronavirus/cleveland-clinic-case-western-covid-19-variants-more-transmissible-less-severe-than-original-strain/95-6d5a27b5-4dfb-4524-b064-65dde3f5370c
[1] https://www.youtube.com/watch?v=ELUCFR23Q9w&feature=youtu.be


Top URLs in Tweet in G8:
[1] https://www.nytimes.com/2021/05/06/world/europe/coronavirus-vaccine-patent-eu.html
[1] https://www.news18.com/news/india/explained-what-covid-19-vaccine-raw-materials-are-us-sending-to-india-why-the-delay-what-about-excess-covishield-stock-3678827.html
[1] https://globalvoices.org/2021/04/23/crumbling-infrastructure-and-oxygen-shortage-hit-indias-covid-19-response/
[1] https://www.nytimes.com/2021/05/03/opinion/covid-biden-wto-vaccine.html
[1] https://newrepublic.com/article/162000/bill-gates-impeded-global-access-covid-vaccines
[1] https://www.reuters.com/world/senators-urge-biden-back-temporary-wto-waiver-ip-rights-speed-vaccine-access-2021-04-16/

Top URLs in Tweet in G9:
[2] https://www.breitbart.com/radio/2021/04/29/sen-roger-marshall-no-scientific-support-wear-mask-youve-had-vaccine-had-virus/
[1] https://twitter.com/i/events/1336341020011765761
[1] https://news.yahoo.com/fda-set-authorize-pfizer-biontech-212452565.html?soc_src=community&soc_trk=tw
[1] https://spectrumnews1.com/oh/columbus/news/2021/04/27/ohio-quarantine-requirement-fully-vaccinated-covid19-dewine?cid=id-app15_m-share_s-web_cmp-app_launch_august2020_c-producer_posts_po-organic
[1] https://www.breitbart.com/politics/2021/04/27/no-end-of-masks-in-sight-despite-president-bidens-original-plan-for-just-100-days-of-masking/

Top URLs in Tweet in G10:
[4] https://twitter.com/govmikedewine/status/1387105849102016517
[4] https://twitter.com/GovMikeDeWine/status/1387105849102016517
[2] https://twitter.com/GovMikeDeWine/status/1387035300933689349
[2] https://twitter.com/GovMikeDeWine/status/1389604228562292737
[1] https://twitter.com/GovMikeDeWine/status/1386372433234448392
[1] https://twitter.com/GovMikeDeWine/status/1389213151736995849
[1] https://twitter.com/GovMikeDeWine/status/1389282255344898049
[1] https://twitter.com/GovMikeDeWine/status/1389282283543277577
[1] https://twitter.com/GovMikeDeWine/status/1389284178164846593
[1] https://twitter.com/GovMikeDeWine/status/1389284165913300994

Top Domains
Top Domains in Tweet in Entire Graph:
[103] twitter.com
[63] ohio.gov
[9] cnbc.com
[8] abc6onyourside.com
[6] wkyc.com
[5] nytimes.com
[5] yahoo.com
[5] foxnews.com
[5] americanconservativemovement.com
[4] gatewayartscouncil.org

Top Domains in Tweet in G1:
[56] ohio.gov
[13] twitter.com
[8] abc6onyourside.com
[5] americanconservativemovement.com
[4] gatewayartscouncil.org
[4] myfox28columbus.com
[3] dayton247now.com
[2] childrenshealthdefense.org
[2] yahoo.com
[1] wordpress.com

Top Domains in Tweet in G2:
[48] twitter.com
[4] washingtonexaminer.com
[3] coreysdigs.com
[3] wkyc.com
[2] msn.com
[2] cnbc.com
[2] bmj.com
[2] nytimes.com
[1] suntimes.com
[1] spectrumnews1.com

Top Domains in Tweet in G3:
[3] twitter.com
[1] nga.org
[1] ohio.gov

Top Domains in Tweet in G4:
[4] aamc.org
[4] cnbc.com
[3] contagionlive.com
[3] local10.com
[3] nebraskamed.com
[2] ohio.gov
[2] harvard.edu
[2] cdc.gov
[2] startribune.com
[2] nbcnews.com

Top Domains in Tweet in G5:
[2] ohio.gov
[2] twitter.com
[1] lifesitenews.com
[1] cdc.gov
[1] factcheck.org
[1] fullfact.org

Top Domains in Tweet in G6:
[1] twitter.com
[1] carnicominstitute.org
[1] co.uk
[1] odysee.com
[1] brandnewtube.com

Top Domains in Tweet in G7:
[3] wvxu.org
[2] wkyc.com
[1] thegatewaypundit.com
[1] ohio.gov
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G8:
[2] nytimes.com
[1] news18.com
[1] globalvoices.org
[1] newrepublic.com
[1] reuters.com

Top Domains in Tweet in G9:
[3] breitbart.com
[1] twitter.com
[1] yahoo.com
[1] spectrumnews1.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[272] covid19
[66] impeachdewine
[29] asl
[22] covid
[11] soon
[8] dumpdewine
[7] ohio
[6] science
[5] unmask
[5] unmaskohio



Top Hashtags in Tweet in G1:
[250] covid19
[15] asl
[11] soon
[5] science
[5] unmask
[5] unmaskohio
[3] impeachdewine
[3] maskmandate
[2] inthistogetherohio
[2] gettheshotohio

Top Hashtags in Tweet in G2:
[57] impeachdewine
[12] covid
[11] covid19
[7] dumpdewine
[3] liberty
[3] openohio
[3] ohio
[1] 2a
[1] asl
[1] may1anddone

Top Hashtags in Tweet in G3:
[3] covid19
[1] asl

Top Hashtags in Tweet in G4:
[2] covid19
[2] ohio
[1] mattbevin
[1] freeohio
[1] covid
[1] ohtyranny
[1] freedom
[1] kentucky
[1] freeinflorida
[1] florida

Top Hashtags in Tweet in G5:
[9] asl
[6] covid
[2] inthistogetherohio
[1] endthemaskmandate
[1] arborday
[1] dumpdewine
[1] impeachdewine

Top Hashtags in Tweet in G6:
[1] covid
[1] transhumanist

Top Hashtags in Tweet in G7:
[2] asl
[1] covid19
[1] deathsantis
[1] trump
[1] covid
[1] ohio
[1] buckeye
[1] gopbetrayedamerica

Top Hashtags in Tweet in G8:
[2] pandemicsociology
[2] gatsociology
[2] intellectualpropertyrights
[1] covid19
[1] seekingjustice
[1] capitalistprivilege

Top Hashtags in Tweet in G9:
[1] covid19

Top Hashtags in Tweet in G10:
[2] impeachdewine

Top Words
Top Words in Tweet in Entire Graph:
[2216] govmikedewine
[1437] covid
[523] 19
[481] vaccine
[368] vaccines
[347] virus
[336] govwhitmer
[333] govholcomb
[330] govpritzker
[328] people

Top Words in Tweet in G1:
[870] govmikedewine
[527] covid
[294] vaccine
[278] vaccines
[250] #covid19
[172] 19
[145] cause
[144] autism
[132] facts
[131] trust

Top Words in Tweet in G2:
[583] govmikedewine
[337] covid
[150] ohio
[143] richmuny
[105] restrictions
[100] virus
[96] masks
[94] kerrylorkovic
[81] time
[63] people

Top Words in Tweet in G3:
[343] govmikedewine
[333] govholcomb
[330] govwhitmer
[330] govpritzker
[291] joined
[270] covid
[243] 19
[241] care
[241] state
[238] doesn

Top Words in Tweet in G4:
[142] govmikedewine
[85] covid
[41] vaccine
[34] virus
[22] 19
[20] people
[19] vaccines
[15] still
[15] akrosbooks
[14] atomicwhirl1786

Top Words in Tweet in G5:
[87] govmikedewine
[65] covid
[31] vaccine
[26] people
[24] virus
[24] 19
[19] thejackal0330
[12] fanofcountry12
[11] ohiodnr
[11] recovered

Top Words in Tweet in G6:
[102] car
[66] and_kell
[52] last
[52] night
[52] daughter
[51] raining
[51] driving
[51] home
[51] hours
[51] away

Top Words in Tweet in G7:
[44] govmikedewine
[24] covid
[12] joeblystone22
[10] 19
[10] people
[9] governor
[8] praised
[8] following
[8] cdc
[8] recommendations

Top Words in Tweet in G8:
[13] dystateofmind
[13] repcohen
[13] rephankjohnson
[13] repteddeutch
[13] repjeffries
[13] davidcicilline
[13] tedlieu
[13] repraskin
[13] repjayapal
[8] prof_kennedy

Top Words in Tweet in G9:
[14] govmikedewine
[8] covid
[7] vaccinated
[6] 19
[5] ohio
[5] ltgovhusted
[5] spectrumnews1oh
[5] cdcgov
[4] nbc
[4] abc

Top Words in Tweet in G10:
[22] covid
[7] virus
[7] vaccine
[5] people
[5] someone
[5] long
[4] still
[4] anything
[4] getting
[4] 19

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[513] covid,19
[291] joined,govmikedewine
[268] govmikedewine,govholcomb
[267] govholcomb,govpritzker
[236] doesn,care
[236] care,state
[235] 19,doesn
[235] state,lines
[234] lines,political
[234] political,parties

Top Word Pairs in Tweet in G1:
[163] covid,19
[143] cause,autism
[127] trust,facts
[121] govmikedewine,trust
[99] govmikedewine,myth
[97] #covid19,vaccines
[73] facts,#covid19
[73] implant,tracking
[73] tracking,chips
[73] chips,give

Top Word Pairs in Tweet in G2:
[137] richmuny,govmikedewine
[64] masks,restrictions
[47] govmikedewine,ohiobwc
[40] speaking,covid
[40] hey,govmikedewine
[38] ohiobwc,speaking
[38] covid,time
[38] time,poll
[38] poll,vote
[38] vote,please

Top Word Pairs in Tweet in G3:
[291] joined,govmikedewine
[268] govmikedewine,govholcomb
[267] govholcomb,govpritzker
[243] covid,19
[236] doesn,care
[236] care,state
[235] state,lines
[234] 19,doesn
[234] lines,political
[234] political,parties

Top Word Pairs in Tweet in G4:
[22] covid,19
[14] atomicwhirl1786,govmikedewine
[14] yolo304741,govmikedewine
[9] govmikedewine,covid
[9] govmikedewine,wolsteincenter
[7] spencerkaup,atomicwhirl1786
[6] richmuny,govmikedewine
[6] immune,system
[6] covid,vaccine
[6] synvaper,yolo304741

Top Word Pairs in Tweet in G5:
[24] covid,19
[17] thejackal0330,govmikedewine
[9] govmikedewine,thecliftonmill
[9] thecliftonmill,ohiodnr
[7] govmikedewine,messed
[7] messed,tell
[7] tell,high
[7] high,schoolers
[7] schoolers,play
[7] play,sports

Top Word Pairs in Tweet in G6:
[51] last,night
[51] night,raining
[51] raining,daughter
[51] daughter,driving
[51] driving,home
[51] home,hours
[51] hours,away
[51] away,car
[51] car,trouble
[51] trouble,needed

Top Word Pairs in Tweet in G7:
[12] joeblystone22,govmikedewine
[10] covid,19
[8] praised,govmikedewine
[8] govmikedewine,following
[8] following,cdc
[8] cdc,recommendations
[8] recommendations,governor
[8] governor,steady
[8] steady,hand
[6] hand,wish

Top Word Pairs in Tweet in G8:
[13] dystateofmind,repcohen
[13] repcohen,rephankjohnson
[13] rephankjohnson,repteddeutch
[13] repteddeutch,repjeffries
[13] repjeffries,davidcicilline
[13] davidcicilline,tedlieu
[13] tedlieu,repraskin
[13] repraskin,repjayapal
[8] prof_kennedy,dystateofmind
[7] repjayapal,repg

Top Word Pairs in Tweet in G9:
[6] covid,19
[5] govmikedewine,ltgovhusted
[4] ohio,govmikedewine
[3] fully,vaccinated
[3] vaccinated,residents
[3] residents,exposed
[3] exposed,covid
[3] 19,longer
[3] longer,being
[3] being,advised

Top Word Pairs in Tweet in G10:
[4] covid,19
[3] getting,covid
[3] protected,getting
[2] years,research
[2] long,term
[2] œmyth,someone
[2] someone,vaxx
[2] vaxx,protected
[2] covid,âœ
[2] âœ,fact

Top Replied-To
Top Replied-To in Entire Graph:
@govmikedewine
@govwhitmer
@richmuny
@akrosbooks
@and_kell
@joeblystone22
@zyutzey
@thejackal0330
@the_jim_martin
@synvaper

Top Replied-To in G1:
@govmikedewine
@the_jim_martin
@alimshields
@jagad5
@kerrylorkovic
@abbynormal75
@bigbluelake1
@jeshaw64
@richmuny
@nicolauscress18

Top Replied-To in G2:
@govmikedewine
@richmuny
@kais_the_limit
@branka_jovic
@thebadegg3
@dayton89jim
@writerjcyoung
@artmoonfish
@legitsilentk
@warrendavidson

Top Replied-To in G3:
@govwhitmer
@zane622
@govholcomb
@eatther01271082
@randallriecke
@calumhendrix
@warnke_steve
@robertloxton3
@scottf6f
@dmhgf

Top Replied-To in G4:
@govmikedewine
@zyutzey
@akrosbooks
@synvaper
@lthomas2689
@richmuny
@bsandromeda
@briantreed
@ihvbaghabits
@jdsfromoh

Top Replied-To in G5:
@govmikedewine
@thejackal0330
@fanofcountry12
@danibeale
@kos3124
@kissmysass0606
@youngy03
@carrieb0351
@eliza22602172
@allen_masked

Top Replied-To in G6:
@and_kell
@tucsonmelissa
@hvacphil1990

Top Replied-To in G7:
@joeblystone22
@richmuny
@abell1109
@senrobportman
@janeymurph
@ditchdiggerbill
@scott_throne
@bonesandfur
@carrieb0351
@mike_in_216

Top Replied-To in G8:
@dystateofmind
@prof_kennedy

Top Replied-To in G9:
@ohio
@ohiolakesurf
@potus
@pigsbflying
@dannysteel123

Top Mentioned
Top Mentioned in Entire Graph:
@govmikedewine
@govholcomb
@govpritzker
@govwhitmer
@richmuny
@govevers
@govandybeshear
@govtimwalz
@kerrylorkovic
@and_kell

Top Mentioned in G1:
@govmikedewine
@ohdeptofhealth
@ohiodeptofaging
@geoffwsyx6
@prayer_fitness
@sanduskyregistr
@ohiocovid1
@tiredof61983923
@498honeybadger
@nickbigriggdc

Top Mentioned in G2:
@govmikedewine
@richmuny
@kerrylorkovic
@ohiobwc
@ltgovhusted
@thebadegg3
@ohdeptofhealth
@dannoacton
@and_kell
@mikedewine

Top Mentioned in G3:
@govmikedewine
@govholcomb
@govpritzker
@govwhitmer
@govandybeshear
@govevers
@govtimwalz
@jsherer63
@therealtypo
@optimusnotprime

Top Mentioned in G4:
@govmikedewine
@atomicwhirl1786
@yolo304741
@wolsteincenter
@akrosbooks
@spencerkaup
@bashriprock75
@govrondesantis
@tallgopgamerguy
@sdonline

Top Mentioned in G5:
@govmikedewine
@thejackal0330
@ohiodnr
@thecliftonmill
@fanofcountry12
@bewilderedoh
@ohioood
@dietschbrothers
@kdc_md
@richmuny

Top Mentioned in G6:
@and_kell
@govmikedewine
@warriormama1019
@littlorangefish
@ecceveryday
@jamiemcnamara05
@thebadegg3
@hvacphil1990
@bajanjean
@squeaktweets4u

Top Mentioned in G7:
@govmikedewine
@sensherrodbrown
@917wvxu
@ohiosenategop
@sherrodbrown
@senrobportman
@joeblystone22
@bmolo316
@thejusticedept
@fbi

Top Mentioned in G8:
@repcohen
@rephankjohnson
@repteddeutch
@repjeffries
@davidcicilline
@tedlieu
@repraskin
@repjayapal
@dystateofmind
@prof_kennedy

Top Mentioned in G9:
@govmikedewine
@ltgovhusted
@spectrumnews1oh
@cdcgov
@nbc
@abc
@cbs
@wkyc
@cleveland19news
@wews

Top Mentioned in G10:
@carcarr5

Top Tweeters
Top Tweeters in Entire Graph:
@theresamax
@pas5974
@cotey_mary
@dovewoman1
@adekleine
@ajgma
@arriadna
@amazingchevvolt
@metz_chance
@reeceecup

Top Tweeters in G1:
@cotey_mary
@metz_chance
@reeceecup
@austinlouis5
@cmargaronis
@pronkville08
@bengin1003
@bigplaincircle
@removegopnow
@wittyhendrix

Top Tweeters in G2:
@birrdytalk
@wkyc
@hrkbenowen
@ohioyallers
@idgaf_alaniz
@trestresjolie
@luisbon67258735
@waltjesseskylar
@gohenm
@ljhaupt

Top Tweeters in G3:
@theresamax
@pas5974
@adekleine
@ajgma
@arriadna
@amazingchevvolt
@magsmom7
@lynncatwalters
@nartist
@charles_gaba

Top Tweeters in G4:
@rmconservative
@christheblueone
@akrosbooks
@lthomas2689
@writerjcyoung
@zimshady9611
@memobug
@1way216
@springf_kx
@jessekcassidy

Top Tweeters in G5:
@allen_masked
@tahdahling
@marcusbeam1
@patriotcjd
@harvardchansph
@frederi64496113
@prouddem6
@pathologists
@jmborchardt
@voteandmask

Top Tweeters in G6:
@willsdarlin
@flatearthcity
@texasliberty15
@daseinsystem
@annieone3
@_edwardmondini_
@scarlettflame2
@warriormama1019
@usawomenr4trump
@and_kell

Top Tweeters in G7:
@dovewoman1
@clevelanddotcom
@billgrinehart
@branka_jovic
@917wvxu
@ditchdiggerbill
@tanaweingartner
@cweiser
@youtube
@mzeleznik

Top Tweeters in G8:
@bbcworld
@rosendo_joe
@globalvoices
@deanbaker13
@michaelbd
@tedlieu
@prof_kennedy
@vishalmanve12
@brownuniversity
@repjayapal

Top Tweeters in G9:
@foxnews
@cnbc
@abc
@cnn
@msnbc
@yahoonews
@wews
@alvarez_nimer
@cleveland19news
@breitbartnews

Top Tweeters in G10:
@rifleman4wvu
@bertke93
@calvey_donna
@nutsports62
@michael_asaana
@kolbyhirschfeld
@andrewzelman
@j1l__
@lebronhairline_
@swagn0vas


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