(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine), Twitter, 9/20/2021 3:11:17 AM, 262437


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(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine)_2021-09-19_17-27-30.xlsx
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine)_2021-09-19_17-27-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 20, 2021
Short Description:
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine) via NodeXL https://bit.ly/3AtFBcH
@govmikedewine
@connieschultz
@prof_kennedy
@drericding
@joeblystone22
@kellyb20201
@jesslhardin
@30kelsc
@onahunttoday
@annastaver

Top hashtags:
#covid
#covid19
#ohio

Description:
Description
The graph represents a network of 2,696 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 Monday, 20 September 2021 at 00:30 UTC.

The requested start date was Monday, 20 September 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, 6-hour, 40-minute period from Monday, 06 September 2021 at 02:04 UTC to Sunday, 19 September 2021 at 08:45 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 : 2696
Unique Edges : 3145
Edges With Duplicates : 3992
Total Edges : 7137
Number of Edge Types : 5
Replies to : 1539
Mentions : 2536
Retweet : 1045
MentionsInRetweet : 1873
Tweet : 144
Self-Loops : 161
Reciprocated Vertex Pair Ratio : 0.0195475510652317
Reciprocated Edge Ratio : 0.038345540715209
Connected Components : 121
Single-Vertex Connected Components : 106
Maximum Vertices in a Connected Component : 2561
Maximum Edges in a Connected Component : 6988
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.007582
Graph Density : 0.000638890571065221
Modularity : 0.436127
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,696 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 Monday, 20 September 2021 at 00:30 UTC.

The requested start date was Monday, 20 September 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, 6-hour, 40-minute period from Monday, 06 September 2021 at 02:04 UTC to Sunday, 19 September 2021 at 08:45 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:
[334] https://www.wkyc.com/amp/article/news/health/coronavirus/coronavirus-numbers/coronavirus-ohio-updates/95-e2faeb56-d02a-443a-bcdb-141f2c7fafe8?__twitter_impression=true
[119] https://twitter.com/GovMikeDeWine/status/1436365999960432644
[33] https://twitter.com/govmikedewine/status/1436365999960432644
[10] https://twitter.com/govmikedewine/status/1437855541498372102
[9] https://twitter.com/GovMikeDeWine/status/1437855541498372102
[6] https://www.cincinnati.com/story/news/politics/2021/09/14/covid-19-ohio-gov-mike-dewine-childrens-hospitals-give-update/8330666002/
[3] https://fox8.com/news/icus-at-ohio-childrens-hospitals-filling-up-amid-covid-surge-and-another-viruss-early-peak/
[3] https://www.whio.com/news/local/gov-dewine-ohio-childrens-hospital-association-announce-tuesday-news-conference/KNGXFIFDQNFWJNMZBYRBIU463I/
[3] https://www.whio.com/news/local/kids-covid-numbers-rise/Y7LAA3PA65BDPA63T6HQCDGDWU/
[3] https://twitter.com/GovMikeDeWine/status/1437857879063662599

Top URLs in Tweet in G1:
[12] https://twitter.com/GovMikeDeWine/status/1436365999960432644
[7] https://www.wkyc.com/amp/article/news/health/coronavirus/coronavirus-numbers/coronavirus-ohio-updates/95-e2faeb56-d02a-443a-bcdb-141f2c7fafe8?__twitter_impression=true
[2] https://data.cdc.gov/NCHS/Provisional-COVID-19-Deaths-Focus-on-Ages-0-18-Yea/nr4s-juj3
[2] https://www.wsj.com/articles/idaho-hospitals-overwhelmed-with-covid-19-patients-may-begin-rationing-care-11631810032
[2] https://www.cincinnati.com/story/news/politics/2021/09/14/covid-19-ohio-gov-mike-dewine-childrens-hospitals-give-update/8330666002/
[2] https://twitter.com/govmikedewine/status/1437855541498372102
[2] https://www.10tv.com/article/news/health/coronavirus/covid-19-ohio-dewine-press-conference-on-rising-cases-keeping-kids-in-schools/530-46a39879-93d8-4441-9c25-4251eb73f0f8
[2] https://dayton247now.com/news/local/governor-dewine-to-talk-about-continued-surge-of-covid-cases-across-ohio
[2] https://fox8.com/news/icus-at-ohio-childrens-hospitals-filling-up-amid-covid-surge-and-another-viruss-early-peak/
[2] https://www.wvxu.org/ohio-news/2021-09-14/dewine-says-he-would-issue-statewide-mask-mandate-if-he-could

Top URLs in Tweet in G2:
[307] https://www.wkyc.com/amp/article/news/health/coronavirus/coronavirus-numbers/coronavirus-ohio-updates/95-e2faeb56-d02a-443a-bcdb-141f2c7fafe8?__twitter_impression=true
[29] https://twitter.com/GovMikeDeWine/status/1436365999960432644

Top URLs in Tweet in G3:
[7] https://www.wkyc.com/amp/article/news/health/coronavirus/coronavirus-numbers/coronavirus-ohio-updates/95-e2faeb56-d02a-443a-bcdb-141f2c7fafe8?__twitter_impression=true
[2] https://codes.ohio.gov/ohio-revised-code/section-3313.671
[2] https://twitter.com/govmikedewine/status/1436365999960432644
[2] https://twitter.com/GovMikeDeWine/status/1436365999960432644
[1] https://www.mansfieldnewsjournal.com/story/news/2021/09/10/more-than-one-five-people-testing-positive-covid-richland-county-covid-posivity-rate/8262118002/
[1] https://twitter.com/cleveland19news/status/1436381009243688962
[1] https://data.rgj.com/covid-19-vaccine-tracker/ohio/39/
[1] https://twitter.com/darreldrowland/status/1437240373693267969
[1] https://twitter.com/dskolnick/status/1439194277272240128
[1] https://www.wksu.org/2021-09-08/morning-headlines-ohio-has-fourth-highest-covid-19-spread-former-akron-councilman-joe-finley-dies

Top URLs in Tweet in G4:
[3] https://www.whio.com/news/local/gov-dewine-ohio-childrens-hospital-association-announce-tuesday-news-conference/KNGXFIFDQNFWJNMZBYRBIU463I/
[3] https://www.whio.com/news/local/kids-covid-numbers-rise/Y7LAA3PA65BDPA63T6HQCDGDWU/
[3] https://twitter.com/GovMikeDeWine/status/1436365999960432644
[3] https://www.wkyc.com/amp/article/news/health/coronavirus/coronavirus-numbers/coronavirus-ohio-updates/95-e2faeb56-d02a-443a-bcdb-141f2c7fafe8?__twitter_impression=true
[2] https://www.pbs.org/newshour/health/breakthrough-covid-infections-show-the-unvaccinated-are-now-putting-the-vaccinated-at-risk
[1] https://www.mayoclinic.org/diseases-conditions/coronavirus/in-depth/coronavirus-mask/art-20485449
[1] https://healthaffairs.org/doi/10.1377/hlthaff.2020.00818?cookieSet=1
[1] https://pubmed.ncbi.nlm.nih.gov/33550400/
[1] https://www.acpjournals.org/doi/10.7326/M20-2567
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html

Top URLs in Tweet in G5:
[3] https://www.independent.co.uk/news/world/americas/us-politics/george-washington-covid-vaccine-mandates-b1916296.html
[2] https://twitter.com/GovMikeDeWine/status/1238177953126604801
[2] https://www.telegraph.co.uk/news/2021/09/09/teenage-boys-risk-vaccines-covid/?utm_content=telegraph&utm_medium=Social&utm_campaign=Echobox&utm_source=Twitter#Echobox=1631205198
[2] https://rumble.com/vm30bh-were-being-set-up-for-escape-mutant-virus.html
[1] https://www.cincinnati.com/story/news/politics/2021/09/14/covid-19-ohio-gov-mike-dewine-childrens-hospitals-give-update/8330666002/
[1] https://www.politico.com/states/florida/story/2021/09/15/desantis-flirts-with-the-anti-vaccine-crowd-1391038
[1] https://www.usatoday.com/story/news/health/2021/09/17/fda-panel-pfizer-covid-19-boosters-americans-over-65/8367055002/
[1] https://www.irishtimes.com/news/health/covid-54-of-hospital-patients-with-virus-are-fully-vaccinated-1.4670229
[1] https://www.merck.com/news/merck-statement-on-ivermectin-use-during-the-covid-19-pandemic/
[1] https://www.monash.edu/discovery-institute/news-and-events/news/2020-articles/Lab-experiments-show-anti-parasitic-drug,-Ivermectin,-eliminates-SARS-CoV-2-in-cells-in-48-hours

Top URLs in Tweet in G6:
[4] https://www.wkyc.com/amp/article/news/health/coronavirus/coronavirus-numbers/coronavirus-ohio-updates/95-e2faeb56-d02a-443a-bcdb-141f2c7fafe8?__twitter_impression=true
[1] https://www.reuters.com/world/countries-make-covid-19-vaccines-mandatory-2021-07-13/
[1] http://www.covid.com
[1] https://www.latimes.com/opinion/story/2021-08-26/pandemic-covid-19-stages-vaccination-intensive-care-respiratory-therapist
[1] https://www.cnet.com/health/99-of-covid-deaths-are-now-of-unvaccinated-people-experts-say/
[1] https://www.usatoday.com/story/news/nation/2021/08/22/americans-back-mask-covid-vaccine-mandate-protect-common-good/8134392002/
[1] https://twitter.com/govmikedewine/status/1436365999960432644
[1] https://www.nbcnews.com/news/us-news/kids-sick-covid-are-filling-children-s-hospitals-areas-seeing-n1276238

Top URLs in Tweet in G7:
[59] https://twitter.com/GovMikeDeWine/status/1436365999960432644
[26] https://twitter.com/govmikedewine/status/1436365999960432644
[5] https://twitter.com/govmikedewine/status/1437855541498372102
[4] https://twitter.com/GovMikeDeWine/status/1437855541498372102
[2] https://twitter.com/GovMikeDeWine/status/1437397651146919936
[1] https://twitter.com/GovMikeDeWine/status/1435326000380874753
[1] https://twitter.com/GovMikeDeWine/status/1435681650189299713
[1] https://www.forbes.com/sites/roberthart/2021/05/11/covid-surges-in-4-of-5-worlds-most-vaccinated-countries-heres-why-the-us-should-worry/?sh=1aaa6383d677
[1] https://twitter.com/GovMikeDeWine/status/1386775589474889728
[1] https://www.dispatch.com/story/news/columns/2021/09/09/ohio-governor-mike-dewine-no-longer-stands-firm-covid/5711180001/

Top URLs in Tweet in G8:
[4] https://twitter.com/GovMikeDeWine/status/1436365999960432644
[3] https://www.wkyc.com/amp/article/news/health/coronavirus/coronavirus-numbers/coronavirus-ohio-updates/95-e2faeb56-d02a-443a-bcdb-141f2c7fafe8?__twitter_impression=true
[1] https://www.rawstory.com/kali-cook/
[1] https://www.foxnews.com/health/texas-girl-4-dies-covid-19-anti-vax-mom
[1] https://www.fox13news.com/news/florida-hospitals-see-tenfold-jump-in-rate-of-kids-hospitalized-for-covid-19-since-school-began
[1] https://www.politico.com/states/florida/story/2021/09/09/child-covid-fatalities-nearly-double-in-florida-1390807
[1] https://www.hopkinsmedicine.org/health/conditions-and-diseases/coronavirus/coronavirus-and-covid-19-younger-adults-are-at-risk-too
[1] https://www.cidrap.umn.edu/news-perspective/2020/12/data-reveal-deadliness-covid-19-even-young-adults
[1] https://www.fda.gov/news-events/press-announcements/fda-approves-first-covid-19-vaccine
[1] https://twitter.com/govmikedewine/status/1436365999960432644

Top URLs in Tweet in G9:
[3] https://www.poker.org
[1] https://market-ticker.org/akcs-www?post=243617
[1] https://twitter.com/mntnmommabear/status/1437473822597427200
[1] https://www.wkyc.com/amp/article/news/health/coronavirus/coronavirus-numbers/coronavirus-ohio-updates/95-e2faeb56-d02a-443a-bcdb-141f2c7fafe8?__twitter_impression=true
[1] https://twitter.com/bennyjohnson/status/1436409969071493125
[1] https://www.cnn.com/2021/09/15/health/us-coronavirus-wednesday/index.html?utm_campaign=COVID19&utm_content=179890571&utm_medium=social&utm_source=twitter&hss_channel=tw-56050543
[1] https://www.thegatewaypundit.com/2021/09/huge-uttar-pradesh-india-announces-state-covid-19-free-proving-effectiveness-deworming-drug-ivermectin/
[1] https://twitter.com/GovMikeDeWine/status/1437857879063662599
[1] https://twitter.com/darbyscastle/status/1437435146181939212
[1] https://www.totalhealth.co.uk/blog/are-people-getting-full-facts-covid-vaccine-risks

Top URLs in Tweet in G10:
[1] https://news.yahoo.com/alabama-couple-trashed-vaccines-youtube-155144869.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[1] https://twitter.com/jake_zuckerman/status/1437863418577494030
[1] https://amp.dispatch.com/amp/5651633001?utm_campaign=snd-autopilot&__twitter_impression=true
[1] https://www.dispatch.com/story/news/2021/09/13/covid-patients-fill-southern-ohio-medical-center-icu-portsmouth/8315016002/
[1] https://trib.al/bSqRqyj
[1] https://twitter.com/fox8news/status/1437370815344005123
[1] https://twitter.com/govmikedewine/status/1436365999960432644
[1] https://www.healthsystemtracker.org/brief/unvaccinated-covid-patients-cost-the-u-s-health-system-billions-of-dollars/
[1] https://patch.com/ohio/cleveland/covid-19-surge-ohio-7-897-cases-255-hospitalizations?utm_source=twitter&utm_medium=web&utm_campaign=share

Top Domains
Top Domains in Tweet in Entire Graph:
[335] wkyc.com
[245] twitter.com
[9] ohio.gov
[8] cdc.gov
[8] cincinnati.com
[7] co.uk
[6] nytimes.com
[6] whio.com
[6] 10tv.com
[6] dispatch.com

Top Domains in Tweet in G1:
[33] twitter.com
[7] wkyc.com
[4] cdc.gov
[4] 10tv.com
[3] nytimes.com
[3] ohiocapitaljournal.com
[3] wvxu.org
[2] wsj.com
[2] cincinnati.com
[2] nbc4i.com

Top Domains in Tweet in G2:
[307] wkyc.com
[29] twitter.com

Top Domains in Tweet in G3:
[28] twitter.com
[7] wkyc.com
[4] ohio.gov
[2] youtube.com
[2] washingtonpost.com
[1] mansfieldnewsjournal.com
[1] rgj.com
[1] wksu.org
[1] msn.com
[1] katv.com

Top Domains in Tweet in G4:
[6] whio.com
[4] twitter.com
[3] pbs.org
[3] wkyc.com
[2] 10tv.com
[1] mayoclinic.org
[1] healthaffairs.org
[1] nih.gov
[1] acpjournals.org
[1] cdc.gov

Top Domains in Tweet in G5:
[5] co.uk
[2] twitter.com
[2] rumble.com
[2] cdc.gov
[1] cincinnati.com
[1] politico.com
[1] usatoday.com
[1] irishtimes.com
[1] merck.com
[1] monash.edu

Top Domains in Tweet in G6:
[4] wkyc.com
[1] reuters.com
[1] covid.com
[1] latimes.com
[1] cnet.com
[1] usatoday.com
[1] twitter.com
[1] nbcnews.com

Top Domains in Tweet in G7:
[106] twitter.com
[1] forbes.com
[1] dispatch.com
[1] texastribune.org

Top Domains in Tweet in G8:
[5] twitter.com
[3] wkyc.com
[1] rawstory.com
[1] foxnews.com
[1] fox13news.com
[1] politico.com
[1] hopkinsmedicine.org
[1] umn.edu
[1] fda.gov

Top Domains in Tweet in G9:
[4] twitter.com
[3] poker.org
[1] market-ticker.org
[1] wkyc.com
[1] cnn.com
[1] thegatewaypundit.com
[1] co.uk
[1] americasfrontlinedoctors.org

Top Domains in Tweet in G10:
[3] twitter.com
[2] dispatch.com
[1] yahoo.com
[1] trib.al
[1] healthsystemtracker.org
[1] patch.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[51] covid
[39] covid19
[13] ohio
[9] covid_19
[8] gopdeathcult
[7] coronavirus
[6] ohleg
[5] vaccineswork
[4] mask
[4] vaccine



Top Hashtags in Tweet in G1:
[14] covid
[10] covid19
[8] ohio
[5] ohleg
[4] covid_19
[3] vaccineswork
[2] science
[2] dewine
[2] usa
[2] gop

Top Hashtags in Tweet in G3:
[5] covid19
[5] gopdeathcult
[4] ohio
[4] covid
[3] ohiodeservesbetter
[2] maskmandate
[2] covid_19
[2] oh02
[2] gopbetrayedamerica
[2] coronavirus

Top Hashtags in Tweet in G4:
[3] protectourkids
[2] vaccinated
[2] usehepa
[2] maskupn95
[1] hospitalizedchildren
[1] ventilated
[1] longcovid
[1] heartissues
[1] chronicfatiguesyndrome
[1] vaccinate

Top Hashtags in Tweet in G5:
[3] rino
[3] liberty

Top Hashtags in Tweet in G7:
[1] dobetter
[1] joebiden
[1] getvaccinatednow
[1] iwillnotcomply
[1] donotcomply
[1] resistcovidtyranny
[1] primarydewine
[1] masksdontwork
[1] masksdidntwork
[1] masksstilldontwork

Top Hashtags in Tweet in G8:
[1] repealworkrequirements
[1] poorleadership
[1] impeachdewine
[1] notmygovernor

Top Hashtags in Tweet in G9:
[13] covid19
[3] covid
[3] coronavirus
[3] us
[3] mask
[3] vaccine
[3] fda
[3] cdc
[2] therapeutics
[1] vaccinationdrive

Top Hashtags in Tweet in G10:
[2] covid
[2] covid19
[1] covidohio
[1] ohleg
[1] ohio
[1] gopdeathcult
[1] maskswork
[1] alpha

Top Words
Top Words in Tweet in Entire Graph:
[2263] covid
[2208] govmikedewine
[831] ohio
[633] cases
[534] virus
[491] people
[421] last
[400] vaccine
[385] 24
[381] 019

Top Words in Tweet in G1:
[768] govmikedewine
[572] covid
[207] virus
[175] people
[153] vaccine
[137] spread
[116] ohio
[103] science
[99] stop
[84] vaccinated

Top Words in Tweet in G2:
[320] covid
[313] ohio
[309] 019
[309] cases
[308] reports
[307] last
[307] 24
[307] hours
[306] connieschultz
[9] govmikedewine

Top Words in Tweet in G3:
[276] govmikedewine
[271] covid
[140] ohio
[95] ohdeptofhealth
[91] lynchem1
[83] cases
[45] iaryeh
[44] 19
[43] 24
[38] masks

Top Words in Tweet in G4:
[251] govmikedewine
[240] covid
[92] unvaccinated
[90] andrear9md
[90] patients
[88] full
[86] ohiochildhosp
[63] stop
[47] ohio
[44] icu

Top Words in Tweet in G5:
[212] govmikedewine
[170] covid
[71] nancykleeman
[65] people
[41] more
[40] live
[40] vaccine
[39] life
[38] flu
[37] virus

Top Words in Tweet in G6:
[102] govmikedewine
[68] covid
[51] virus
[35] people
[29] thegreenleef
[28] vaccinated
[26] more
[25] vaccine
[25] still
[20] bonniedemarchi

Top Words in Tweet in G7:
[78] covid
[42] virus
[33] vaccine
[31] spread
[28] stop
[24] people
[23] best
[22] science
[22] tool
[20] preventing

Top Words in Tweet in G8:
[134] govmikedewine
[117] covid
[43] ohioag
[42] people
[42] cmsgov
[27] virus
[27] matt62119304
[26] rdqblueridge
[22] jkloc420
[21] ohio

Top Words in Tweet in G9:
[44] govmikedewine
[41] covid
[15] ohio
[13] #covid19
[11] governortomwolf
[11] spreading
[11] state
[10] mtosterholm
[10] covidwatch
[10] scottgottliebmd

Top Words in Tweet in G10:
[67] covid
[55] ohio
[49] cases
[49] kids
[48] week
[47] more
[46] 16
[46] surpass
[46] previous
[46] record

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[467] covid,cases
[370] 24,hours
[359] last,24
[358] cases,last
[337] ohio,reports
[335] reports,019
[334] 019,covid
[333] connieschultz,ohio
[192] covid,19
[126] virus,spread

Top Word Pairs in Tweet in G1:
[65] virus,spread
[53] preventing,virus
[53] covid,19
[48] science,preventing
[31] stop,covid
[31] govmikedewine,vaccine
[28] best,tool
[26] died,covid
[25] covid,cases
[24] vaccine,best

Top Word Pairs in Tweet in G2:
[307] ohio,reports
[307] reports,019
[307] 019,covid
[307] covid,cases
[307] cases,last
[307] last,24
[307] 24,hours
[306] connieschultz,ohio
[3] bar,owner
[2] rid,covid

Top Word Pairs in Tweet in G3:
[74] lynchem1,govmikedewine
[67] govmikedewine,ohdeptofhealth
[47] covid,cases
[41] covid,19
[31] 24,hours
[29] last,24
[29] iaryeh,govmikedewine
[28] cases,last
[28] cases,covid
[27] ohio,reported

Top Word Pairs in Tweet in G4:
[88] andrear9md,govmikedewine
[88] covid,patients
[87] unvaccinated,covid
[86] full,unvaccinated
[83] govmikedewine,ohiochildhosp
[43] govmikedewine,icu
[43] icu,medina
[43] medina,full
[43] patients,full
[42] patients,wha

Top Word Pairs in Tweet in G5:
[71] nancykleeman,govmikedewine
[35] live,life
[26] worse,flu
[26] people,top
[25] sorely,lied
[25] lied,covid
[25] covid,hoax
[25] hoax,worse
[25] wait,see
[25] see,truth

Top Word Pairs in Tweet in G6:
[23] thegreenleef,govmikedewine
[19] bonniedemarchi,govmikedewine
[14] hahnmd,govmikedewine
[10] hankthek,govmikedewine
[9] still,virus
[8] samanthaamaeeee,govmikedewine
[8] govmikedewine,please
[7] drericjenkins,govmikedewine
[7] rid,covid
[6] daltonsubler,hahnmd

Top Word Pairs in Tweet in G7:
[24] virus,spread
[19] preventing,virus
[18] best,tool
[16] science,preventing
[16] stop,covid
[14] vaccine,best
[14] tool,stop
[8] focused,science
[8] covid,cases
[6] spread,vaccine

Top Word Pairs in Tweet in G8:
[43] govmikedewine,ohioag
[42] ohioag,cmsgov
[19] matt62119304,govmikedewine
[14] rdqblueridge,matt62119304
[11] rdqblueridge,jkloc420
[8] tdobbsclev,govmikedewine
[8] covid,cases
[8] jkloc420,rdqblueridge
[7] covid,19
[7] jkloc420,govmikedewine

Top Word Pairs in Tweet in G9:
[10] #covid19,mtosterholm
[10] mtosterholm,govmikedewine
[10] govmikedewine,covidwatch
[10] covidwatch,scottgottliebmd
[10] scottgottliebmd,covid_canada
[10] covid_canada,governortomwolf
[10] covid,19
[9] poker,players
[9] players,alliance
[5] governortomwolf,govkathyhochul

Top Word Pairs in Tweet in G10:
[47] covid,cases
[46] 16,covid
[46] cases,ohio
[46] ohio,kids
[46] kids,surpass
[46] surpass,previous
[46] previous,record
[46] record,more
[46] more,000
[46] 000,single

Top Replied-To
Top Replied-To in Entire Graph:
@govmikedewine
@nancykleeman
@rdqblueridge
@thegreenleef
@58kathleen
@backtobalanced
@richmuny
@thedevers
@scott_wiggam
@dudemanbrodog13

Top Replied-To in G1:
@govmikedewine
@seancyost
@joshmandelohio
@jellenp
@kelliwhitted
@landansiebs
@angie_1340
@jacobtough1
@skiper2
@jwilliamscincy

Top Replied-To in G2:
@govmikedewine

Top Replied-To in G3:
@govmikedewine
@lynchem1
@iaryeh
@tprevojr
@tallgopgamerguy
@chanandlerqbong
@dhaber_k
@athena042701
@bojomomma22
@ohdeptofhealth

Top Replied-To in G4:
@govmikedewine
@thedevers
@richmuny
@andrear9md
@mpeaton
@mensanannamarie
@nikkimcconnell
@kimshaffstall
@potus
@joevettweets

Top Replied-To in G5:
@nancykleeman
@govmikedewine
@jessekcassidy
@roundtowna
@cameronmayes_
@iamdmk7
@booksboring
@tryinryan2
@maryben26707010
@boomer__madness

Top Replied-To in G6:
@thegreenleef
@govmikedewine
@bonniedemarchi
@daltonsubler
@drericjenkins
@niffer082
@hankthek
@xxrlr_
@julieagambrill
@realkarlthomas

Top Replied-To in G8:
@govmikedewine
@rdqblueridge
@58kathleen
@jkloc420
@matt62119304
@richard_chute
@anthonysalyers
@ccarman602
@tdobbsclev
@grillmasterac

Top Replied-To in G9:
@govmikedewine
@richmuny
@budvarcat
@deleterious_2
@metz_chance
@dispatchalerts
@scdhec
@amos_blaze10
@opinion_skinny
@kile_alan

Top Replied-To in G10:
@govmikedewine
@mikedewine
@theresagavarone
@felicia6483
@bojomomma22
@drericding

Top Mentioned
Top Mentioned in Entire Graph:
@govmikedewine
@connieschultz
@ohdeptofhealth
@ohiochildhosp
@andrear9md
@lynchem1
@nancykleeman
@iaryeh
@ohioag
@drericding

Top Mentioned in G1:
@govmikedewine
@denise_dewald
@tylerjoelb
@the3rdquarter
@connieschultz
@jellenp
@kpomeraning
@thejostroff
@annahuntsman_
@angie_1340

Top Mentioned in G2:
@connieschultz
@govmikedewine
@iaryeh
@repmiketurner
@judithindayton
@arcanegoat
@lynchem1
@andrear9md
@bananteez

Top Mentioned in G3:
@govmikedewine
@ohdeptofhealth
@lynchem1
@iaryeh
@ohiosenategop
@ohrgopcaucus
@ohiogop
@tprevojr
@carrie_benton
@karenkasler

Top Mentioned in G4:
@govmikedewine
@ohiochildhosp
@andrear9md
@osteoarch
@potus
@jesslhardin
@iaryeh
@mensanannamarie
@hillroberts2
@ohdeptofhealth

Top Mentioned in G5:
@govmikedewine
@nancykleeman
@richmuny
@eliz_t_tan
@ohiochildhosp
@lindafensterma3
@tim80877742
@ragemichelle
@jaydn51596179
@blutwasser

Top Mentioned in G6:
@govmikedewine
@thegreenleef
@bonniedemarchi
@hahnmd
@hankthek
@samanthaamaeeee
@daltonsubler
@kfalcone2015
@connieschultz
@libbynyc

Top Mentioned in G8:
@govmikedewine
@ohioag
@cmsgov
@matt62119304
@jkloc420
@rdqblueridge
@tdobbsclev
@haverofopinions
@megalbagel818
@lilliansantamar

Top Mentioned in G9:
@govmikedewine
@governortomwolf
@mtosterholm
@covidwatch
@scottgottliebmd
@covid_canada
@govkathyhochul
@govrondesantis
@govabbott
@govbilllee

Top Mentioned in G10:
@drericding
@govmikedewine
@mikedewine
@gop
@jim_jordan
@senategop
@ohiosenategop
@ohio_obm

Top Tweeters
Top Tweeters in Entire Graph:
@rjber15
@7b73f39b85e1415
@waka__chang
@bannerite
@toronei
@caligirlleftie
@onahunttoday
@viralvideovlogs
@katcapps
@brontyman

Top Tweeters in G1:
@rjber15
@viralvideovlogs
@katcapps
@deathtocrazy
@avonan
@anoldlefty
@dc4hope
@corona_ssyt
@jengrimes8
@socratic1

Top Tweeters in G2:
@7b73f39b85e1415
@bannerite
@brontyman
@amyayers16
@phendricks71
@cnbsnana
@sallyagale
@auntsophie1
@carriesweet2017
@limeylizzie

Top Tweeters in G3:
@maryalicebisho2
@anthropic
@lf092313
@lee_in_iowa
@realtuckfrumper
@kevinlockett
@ftimes15
@ninenewsnancy
@roadkingrider2
@leesgirl9

Top Tweeters in G4:
@suekhi
@dovewoman1
@emersonfan1
@margaritateresa
@tdzwilewski
@jadejensen29
@sharonmwinner
@ohioyallers
@ekbmary
@lttlegel

Top Tweeters in G5:
@jaquebelle
@melinda15858273
@nerdpyle
@ragemichelle
@worstlightskin
@alliemarie777
@tokenliberal
@melakatie
@kmalbanese
@sethanikeem

Top Tweeters in G6:
@grandmashgart
@marciaarndt2
@ccrook16
@kfalcone2015
@themeddler614
@singermarla3
@drericjenkins
@mmmp55
@urmudder
@trumpfest2020

Top Tweeters in G7:
@kjfkugkujvj
@2blujooze
@laurachapin
@jbnet211
@y2josh76
@onekindofblue
@anthropobscene
@1truthkeeper
@jewelofchicago
@nurse_anna19

Top Tweeters in G8:
@thevaluesvoter
@kellyb20201
@stevenharp_
@anna77086200
@haverofopinions
@oh__cleveland
@bloomich
@theshoeosu
@runnnempty5
@birkirstin

Top Tweeters in G9:
@metz_chance
@foxnews
@5731965i
@dispatchalerts
@cfoxthesound
@mitigirl
@rheytah
@carldietrich
@bakakarasu
@rustbeltrants

Top Tweeters in G10:
@waka__chang
@toronei
@msochubbard
@charlotteonder1
@k810mt
@rayleengale
@willrodgersjr
@janettwokay
@froodywisco
@ninnynoomy