(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine), Twitter, 5/26/2020 12:15:32 PM, 228303


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(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine)_2020-05-25_14-36-49.xlsx
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine)_2020-05-25_14-36-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2020
Short Description:
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine) via NodeXL https://bit.ly/2TE333G
@govmikedewine
@chrismanack
@prof_kennedy
@ohioatty14
@andyfurniss
@tenneysessions
@drwebb513
@akrosbooks
@ohiowppn
@pabloleslie

Top hashtags:
#covid19
#ohio
#staysafeohio

Description:
Description
The graph represents a network of 3,960 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, 25 May 2020 at 21:37 UTC.

The requested start date was Monday, 25 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 7-day, 21-hour, 20-minute period from Sunday, 17 May 2020 at 02:39 UTC to Sunday, 24 May 2020 at 23:59 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 : 3960
Unique Edges : 4589
Edges With Duplicates : 8538
Total Edges : 13127
Number of Edge Types : 5
Replies to : 2330
Mentions : 4516
MentionsInRetweet : 3758
Retweet : 2435
Tweet : 88
Self-Loops : 105
Reciprocated Vertex Pair Ratio : 0.0245901639344262
Reciprocated Edge Ratio : 0.048
Connected Components : 39
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 3915
Maximum Edges in a Connected Component : 13080
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.508114
Graph Density : 0.000486361467669879
Modularity : 0.358927
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 3,960 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, 25 May 2020 at 21:37 UTC.

The requested start date was Monday, 25 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 7-day, 21-hour, 20-minute period from Sunday, 17 May 2020 at 02:39 UTC to Sunday, 24 May 2020 at 23:59 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 : (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:
[520] https://coronavirus.ohio.gov/
[195] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/checklists/english-checklists/cloth-face-coverings-covid-19-checklist
[35] https://coronavirus.ohio.gov/static/responsible/fishing.pdf
[20] https://www.cidrap.umn.edu/news-perspective/2020/04/commentary-masks-all-covid-19-not-based-sound-data
[17] https://www.cleveland.com/coronavirus/2020/05/at-least-1247-ohio-nursing-home-patients-have-died-with-coronavirus-70-of-total-covid-19-deaths-state-reports.html
[15] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/responsible-restart-ohio/contact-tracing/contact-tracing
[10] https://ohioimmigrant.org/2020/05/04/petition-shut-down-morrow-county-jail/
[7] https://twitter.com/GovMikeDeWine/status/1262812290933501952
[5] https://foreignpolicy.com/2020/03/25/coronavirus-worst-intelligence-failure-us-history-covid-19/
[5] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7191274/

Top URLs in Tweet in G1:
[443] https://coronavirus.ohio.gov/
[179] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/checklists/english-checklists/cloth-face-coverings-covid-19-checklist
[30] https://coronavirus.ohio.gov/static/responsible/fishing.pdf
[14] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/responsible-restart-ohio/contact-tracing/contact-tracing
[5] https://fox8.com/news/i-team/i-team-uncovers-covid-19-outbreak-in-cuyahoga-county-juvenile-court-complex/?fbclid=IwAR0_bOG7WeQbzOlVMB9lX8VV2GZK_sJVP8l53KVWrZe3Y5L9Mj34yxy4c30
[3] https://www.whio.com/news/coronavirus/coronavirus-dewine-orders-flags-lowered-memorial-day-covid-19-victims/T3S2FEQCOREPZLNHZ27V3M2UBQ/
[2] https://coronavirus.ohio.gov/static/responsible/Restaurants-and-Bars.pdf
[2] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/responsible-restart-ohio/sector-specific-operating-requirements/sector-specific-operating-requirements
[2] https://twitter.com/GovMikeDeWine/status/1263534652993798146
[2] https://reason.com/2020/05/20/ohio-judge-deems-the-states-covid-19-lockdown-arbitrary-unreasonable-and-oppressive/

Top URLs in Tweet in G2:
[25] https://coronavirus.ohio.gov/
[15] https://www.cleveland.com/coronavirus/2020/05/at-least-1247-ohio-nursing-home-patients-have-died-with-coronavirus-70-of-total-covid-19-deaths-state-reports.html
[8] https://www.cidrap.umn.edu/news-perspective/2020/04/commentary-masks-all-covid-19-not-based-sound-data
[5] https://foreignpolicy.com/2020/03/25/coronavirus-worst-intelligence-failure-us-history-covid-19/
[4] https://www.lovelandmagazine.com/ohio-department-of-safetys-ohio-investigative-unit-will-start-inspecting-bars-and-restaurants-for-covid-19-compliance/
[3] https://www.gmanetwork.com/news/news/nation/739088/no-evidence-yet-that-asymptomatic-covid-19-patients-can-infect-others-says-duque/story/
[3] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/checklists/english-checklists/cloth-face-coverings-covid-19-checklist
[3] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/dashboards/key-metrics/mortality
[2] https://www.wksu.org/post/watch-live-governor-mike-dewine-covid-19-press-conference#stream/0
[2] https://www.youtube.com/watch?v=2QMRsOOU2zA&feature=youtu.be


Top URLs in Tweet in G3:
[5] https://coronavirus.ohio.gov/
[4] https://twitter.com/govmikedewine/status/1262456497658789888
[3] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/checklists/english-checklists/cloth-face-coverings-covid-19-checklist
[3] https://www.motherjones.com/politics/2020/05/a-honduran-man-has-died-of-covid-19-after-leaving-an-ice-jail-plagued-by-the-virus/
[2] https://www.rivm.nl/en/novel-coronavirus-covid-19/children-and-covid-19
[2] https://www.health.gov.au/news/getting-our-kids-back-to-school-a-matter-of-trust
[2] https://jamanetwork.com/journals/jamapediatrics/fullarticle/2766037
[2] https://academic.oup.com/cid/advance-article/doi/10.1093/cid/ciaa424/5819060
[1] https://www.dispatch.com/news/20200519/coronavirus-in-ohio-dewine-lifts-remnants-of-stay-at-home-orders-travel-permitted
[1] https://www.dispatch.com/news/20200516/columbus-public-health-refers-bar-distancing-violations-to-prosecutor-as-dewine-vows-enforcement

Top URLs in Tweet in G4:
[3] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/responsible-restart-ohio/Sector-Specific-Operating-Requirements/Sector-Specific-Operating-Requirements
[3] https://www.cnn.com/2020/05/20/opinions/florida-confusing-covid-19-sepkowitz/index.html
[2] https://www.cleveland.com/coronavirus/2020/05/at-least-1247-ohio-nursing-home-patients-have-died-with-coronavirus-70-of-total-covid-19-deaths-state-reports.html
[2] https://thehill.com/opinion/finance/491503-far-worse-to-come-covid-19-collapse-of-state-and-local-governments
[1] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/checklists/english-checklists/cloth-face-coverings-covid-19-checklist
[1] https://docs.google.com/spreadsheets/d/1OuSxU6O02MT3aWWpEf1feJIcTFQo35X6UuA6pG-3vnA/edit?usp=sharing
[1] https://www.esquire.com/news-politics/a32478465/covid-19-men-not-wearing-face-masks-coronavirus/
[1] https://www.nbcconnecticut.com/news/coronavirus/lamont-directs-flags-be-lowered-to-half-staff-to-honor-covid-19-victims/2252689/
[1] https://www.youtube.com/watch?v=eNp0eafBSDE&feature=youtu.be

[1] https://www.youtube.com/watch?v=BGrA1FQfsUM&feature=youtu.be


Top URLs in Tweet in G5:
[1] https://twitter.com/Aldo_9111/status/1263972612926869504
[1] https://twitter.com/JosephSakran/status/1263427491424882690
[1] https://www.nbc4i.com/news/covid-19-runs-rampant-in-ohio-nursing-homes-national-guard-set-to-do-testing/
[1] https://www.youtube.com/watch?v=1UQS9oUQ9I0&feature=youtu.be

[1] https://www.folkhalsomyndigheten.se/the-public-health-agency-of-sweden/communicable-disease-control/covid-19/covid-19-and-children/
[1] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/forecasting-us.html
[1] https://twitter.com/ohdems/status/1262423468043272193
[1] https://coronavirus.jhu.edu/map.html
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41591-020-0843-2
[1] https://twitter.com/codeofvets/status/1262516179182198788

Top URLs in Tweet in G6:
[12] https://coronavirus.ohio.gov/
[9] https://ohioimmigrant.org/2020/05/04/petition-shut-down-morrow-county-jail/
[2] https://www.wbtv.com/2020/05/19/th-ohio-prison-employee-dies-covid-/
[1] https://coronavirus.ohio.gov/static/responsible/fishing.pdf
[1] https://www.policymattersohio.org/press-room/2020/05/20/covid-19-is-hitting-communities-of-color-hardest
[1] https://twitter.com/acluohio/status/1262408617027829760
[1] http://www.ohiohouse.gov/erica-c-crawley/press/reps-crawley-crossman-send-letter-to-governor-urging-further-action-to-address-covid-19-in-overcrowded-prisons
[1] http://www.ohiohouse.gov/democrats/press/olbc-members-outraged-by-dewine-administrations-lack-of-response-to-covid-19-racial-disparities
[1] http://children.No
[1] https://twitter.com/govmikedewine/status/1263535845954519041

Top URLs in Tweet in G8:
[1] https://www.cidrap.umn.edu/news-perspective/2020/04/study-many-asymptomatic-covid-19-cases-undetected
[1] https://twitter.com/govmikedewine/status/1263534657238433792
[1] https://twitter.com/govmikedewine/status/1262448350999261186
[1] https://www.wkyc.com/article/news/health/coronavirus/dr-amy-acton-antibody-testing-shows-coronavirus-has-been-in-ohio-since-january/95-b78f9efa-bed4-4c02-898c-adc3e6846c9f

Top URLs in Tweet in G9:
[3] https://coronavirus.ohio.gov/
[2] https://www.crainscleveland.com/government/dewine-loosens-restrictions-travel-latest-covid-19-update?utm_medium=social&utm_source=twitter&utm_term=crainscleveland&utm_content=05991a1e-bc54-47e1-b29d-c794490323a9
[1] https://www.newsbreak.com/news/0P94EemJ/27-new-confirmed-cases-of-covid-19-reported-in-cleveland?s=oldSite&ss=a2
[1] https://twitter.com/wkyc/status/1263174835380932608
[1] https://twitter.com/ClevelandPatch/status/1263908249251622912
[1] https://www.crainscleveland.com/government/dewine-announces-moves-address-covid-19-racial-disparities?utm_medium=social&utm_source=twitter&utm_term=crainscleveland&utm_content=18cc03d3-f275-4875-b8ef-8752019323af
[1] https://www.crainscleveland.com/government/law-enforcement-group-enforce-safety-guidelines-bars-and-restaurants?utm_medium=social&utm_source=twitter&utm_term=crainscleveland&utm_content=764180db-bcbe-44d7-a1b0-ef20ff5a5626
[1] https://www.crainscleveland.com/government/dewine-loosens-restrictions-travel-latest-covid-19-update?utm_medium=social&utm_source=twitter&utm_term=crainscleveland&utm_content=5c6a8c82-0a60-4495-829f-89587b4d8869
[1] https://spectrumnews1.com/oh/columbus/news/2020/05/21/ohio-lawmakers--prisons-need-help-to-stay-safe-from-covid-19
[1] https://fox8.com/news/university-hospitals-looking-to-more-safely-open-economy-with-use-of-facial-recognition-covid-19-testing/

Top URLs in Tweet in G10:
[1] https://www.independent.co.uk/news/world/americas/coronavirus-texas-cases-today-record-covid-19-phased-reopening-a9521001.html
[1] https://fox8.com/news/i-team/i-team-getting-action-after-local-health-department-mishandled-covid-19-complaints/
[1] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/checklists/english-checklists/cloth-face-coverings-covid-19-checklist

Top Domains
Top Domains in Tweet in Entire Graph:
[798] ohio.gov
[137] twitter.com
[21] umn.edu
[20] cleveland.com
[13] cdc.gov
[10] youtube.com
[10] ohioimmigrant.org
[7] crainscleveland.com
[7] fox8.com
[6] nih.gov

Top Domains in Tweet in G1:
[674] ohio.gov
[18] twitter.com
[5] fox8.com
[3] whio.com
[3] reason.com
[2] bit.ly
[2] cleveland.com
[2] healthpolicyohio.org
[2] crainscleveland.com
[2] myfox28columbus.com

Top Domains in Tweet in G2:
[38] ohio.gov
[37] twitter.com
[15] cleveland.com
[8] umn.edu
[5] youtube.com
[5] foreignpolicy.com
[4] gmanetwork.com
[4] lovelandmagazine.com
[3] washingtonpost.com
[3] abc6onyourside.com

Top Domains in Tweet in G3:
[11] ohio.gov
[11] twitter.com
[3] dispatch.com
[3] motherjones.com
[2] rivm.nl
[2] gov.au
[2] jamanetwork.com
[2] oup.com
[1] pih.org
[1] vanityfair.com

Top Domains in Tweet in G4:
[6] twitter.com
[4] ohio.gov
[3] cnn.com
[2] cleveland.com
[2] youtube.com
[2] thehill.com
[1] google.com
[1] esquire.com
[1] nbcconnecticut.com
[1] theatlantic.com

Top Domains in Tweet in G5:
[5] twitter.com
[1] nbc4i.com
[1] youtube.com
[1] folkhalsomyndigheten.se
[1] cdc.gov
[1] jhu.edu
[1] nature.com

Top Domains in Tweet in G6:
[14] ohio.gov
[9] ohioimmigrant.org
[3] twitter.com
[2] ohiohouse.gov
[2] wcpo.com
[2] wbtv.com
[2] ohiobar.org
[1] policymattersohio.org
[1] children.no
[1] timesleaderonline.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] umn.edu
[1] wkyc.com

Top Domains in Tweet in G9:
[5] crainscleveland.com
[4] twitter.com
[3] ohio.gov
[1] newsbreak.com
[1] spectrumnews1.com
[1] fox8.com
[1] sky.com
[1] pbs.org

Top Domains in Tweet in G10:
[1] co.uk
[1] fox8.com
[1] ohio.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[586] covid19
[541] ohio
[295] staysafeohio
[288] inthistogetherohio
[124] responsiblerestartohio
[96] plandemic2020
[40] partnersinhealth
[37] covid_19
[24] covid
[13] coronavirus



Top Hashtags in Tweet in G1:
[485] covid19
[449] ohio
[263] staysafeohio
[256] inthistogetherohio
[118] responsiblerestartohio
[14] covid_19
[7] covid
[6] coronavirus
[5] freeouryouth
[3] shame

Top Hashtags in Tweet in G2:
[32] covid19
[31] ohio
[8] staysafeohio
[8] covid_19
[7] inthistogetherohio
[4] openohionow
[4] covid
[3] amyacton
[3] govmikedewine
[3] brennancenter

Top Hashtags in Tweet in G3:
[6] covid19
[5] ohio
[5] staysafeohio
[4] inthistogetherohio
[3] safeandtogether
[3] freethemall
[3] shutmorrowjail
[1] testtraceisolate
[1] closemorrownow
[1] covid

Top Hashtags in Tweet in G4:
[3] maga
[2] staysafeohio
[2] covid_19
[2] elections2020
[2] covid
[1] inthistogetherohio
[1] covid19
[1] stayhome
[1] gaslighting
[1] psyop

Top Hashtags in Tweet in G5:
[3] covid_19
[2] ohio
[2] inmatelivesmatter
[1] masksandsocialdistancehelp
[1] gestapo
[1] norestrictions
[1] openohio
[1] coronavirus
[1] covid
[1] wearamask

Top Hashtags in Tweet in G6:
[18] covid19
[12] ohio
[7] covid
[7] shutmorrowjail
[3] inthistogetherohio
[2] breaking
[2] nursinghomes
[1] safeandtogether
[1] freethemall
[1] impeachgovmikedewine

Top Hashtags in Tweet in G7:
[96] plandemic2020

Top Hashtags in Tweet in G8:
[1] covid_19
[1] ohio

Top Hashtags in Tweet in G9:
[7] ohio
[7] covid19
[4] covid_19
[2] icymi
[1] breaking
[1] covidー19
[1] usa
[1] reopensafer
[1] winewithdewine
[1] recalldewine

Top Hashtags in Tweet in G10:
[2] covid_19
[1] hypocrites
[1] prolifeisalie
[1] covid
[1] staysafeohio
[1] inthistogetherohio
[1] ohio
[1] hydroxychloroquine
[1] facts
[1] healthcareworkers

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[2069] govmikedewine
[1180] sports
[769] data
[608] skills
[608] training
[596] contact
[596] safety
[592] protocols
[575] long
[566] resume

Top Words in Tweet in G2:
[1199] govmikedewine
[524] covid
[479] virus
[221] people
[179] ohio
[174] 19
[167] deaths
[133] more
[129] nursing
[112] dramyacton

Top Words in Tweet in G3:
[260] govmikedewine
[107] virus
[105] covid
[70] randyludlow
[46] still
[44] people
[42] tylerjoelb
[41] 19
[41] flu
[36] everyone

Top Words in Tweet in G4:
[83] govmikedewine
[40] covid
[23] ohio
[21] virus
[21] mikedewine
[18] 19
[15] govwhitmer
[14] people
[13] deaths
[12] governors

Top Words in Tweet in G5:
[71] govmikedewine
[28] covid
[27] virus
[16] realdonaldtrump
[14] people
[14] 19
[13] cdcgov
[11] ohio
[9] go
[8] start

Top Words in Tweet in G6:
[100] govmikedewine
[64] covid
[42] ohdeptofhealth
[33] detention
[32] ice
[32] dramyacton
[29] 19
[27] data
[27] drcohio
[23] morrow

Top Words in Tweet in G7:
[96] one
[96] convince
[96] virus
[96] #plandemic2020
[96] start
[96] overreach
[96] state
[96] governors
[95] chrismanack
[95] lik

Top Words in Tweet in G8:
[82] counties
[53] covid
[46] 19
[43] ohio
[43] those
[43] down
[42] death
[42] shut
[41] 22
[41] 25

Top Words in Tweet in G9:
[87] govmikedewine
[40] covid
[35] virus
[18] 19
[16] ohio
[16] people
[11] dramyacton
[10] mask
[8] sensherrodbrown
[8] patients

Top Words in Tweet in G10:
[73] govmikedewine
[47] virus
[24] covid
[21] robcanon5
[13] flu
[13] don
[11] 19
[11] people
[11] more
[10] over

Top Word Pairs
Top Word Pairs in Tweet in G2:
[608] covid,19
[608] nursing,homes
[579] govmikedewine,ltgovhusted
[568] govmikedewine,dramyacton
[566] whchapman,govmikedewine
[559] covid,deaths
[559] bonbee81,govmikedewine
[559] pbs,npr
[559] govmikedewine,pbs
[559] died,covid

Top Word Pairs in Tweet in G3:
[168] covid,19
[100] virus,precautions
[93] breaking,govmikedewine
[74] govmikedewine,vows
[54] vows,'do
[48] 'do,whatever
[42] whatever,do'
[41] do',enforce
[40] enforce,virus
[28] precautions,columbushealth

Top Word Pairs in Tweet in G4:
[39] covid,19
[29] govmikedewine,mikedewine
[28] covid,deaths
[28] govwhitmer,govmikedewine
[28] govmikedewine,govevers
[28] daddyma99562949,ingrahamangle
[28] ingrahamangle,dr
[28] dr,zev_dr
[28] zev_dr,great
[28] great,success

Top Word Pairs in Tweet in G5:
[18] covid,19
[15] govmikedewine,go
[5] mom,start
[5] start,chemo
[5] chemo,tomorrow
[4] tomorrow,hope
[4] hope,tolerates
[4] tolerates,well
[4] well,stays
[4] stays,otherwise

Top Word Pairs in Tweet in G6:
[14] ice,detention
[6] govmikedewine,dramyacton
[5] dramyacton,ohdeptofhealth
[5] ohdeptofhealth,drcohio
[5] drcohio,ignoring
[5] ignoring,covid
[5] covid,hotspot
[5] hotspot,ice
[5] covid,19
[5] morrow,county

Top Word Pairs in Tweet in G7:
[32] one,convince
[31] convince,virus
[23] virus,#plandemic2020
[22] #plandemic2020,start
[22] start,overreach
[22] overreach,state
[22] state,governors
[22] chrismanack,one
[20] governors,lik

Top Word Pairs in Tweet in G8:
[96] covid,19
[96] shut,down
[96] 22,ohio
[96] ohio,counties
[96] counties,25
[96] 25,recorded
[96] recorded,single
[95] single,covid
[95] 19,death
[] death,bars

Top Word Pairs in Tweet in G9:
[43] covid,19
[42] govmikedewine,dramyacton
[41] wearing,mask
[41] covid,patients
[41] mitchelguy,pacificdreamin
[41] pacificdreamin,govmikedewine
[41] navarr,ohioincrisis
[41] ohioincrisis,govmikedewine
[41] microscopic,virus
[41] govmikedewine,ltgovhusted

Top Word Pairs in Tweet in G10:
[16] robcanon5,govmikedewine
[10] covid,19
[5] iaryeh,govmikedewine
[5] govmikedewine,ohcounties
[5] govmikedewine,virus
[5] themommadavis,chrismattice
[5] neeleyeunice,govmikedewine
[5] ohiocanbegreat,govmikedewine
[5] whchapman,govmikedewine
[4] ohiocanbegreat,seikenja82

Top Replied-To
Top Replied-To in Entire Graph:
@govmikedewine
@marcusbeam1
@whchapman
@hockey3331
@cincybuckeye
@lauriebriggs11
@bsweetlow
@robcanon5
@basictech2
@melody_snyder

Top Replied-To in G1:
@govmikedewine
@meetthepress
@l0rdsidi0s79
@jeffersonctypdc
@frantzradio
@zvhdbzbd
@rpd0319
@stb_virus_
@cindymleonardi
@6badges

Top Replied-To in G2:
@govmikedewine
@whchapman
@marcusbeam1
@humansareloco
@lauriebriggs11
@lilyjoy65293613
@realchasmartell
@neverunderpar13
@tryinryan2
@rhaegaro

Top Replied-To in G3:
@govmikedewine
@lizteaq
@cincybuckeye
@lauriebriggs11
@idahoanthony
@sarasolis2000
@mrgrinderjoe
@4barryjames
@freedom1796ya
@agarrettabj

Top Replied-To in G4:
@govmikedewine
@lemastmatt
@cnnsotu
@ingrahamangle
@mikedewine
@andi7thomas
@washingtonpost
@crazycarlsons
@beanmas1
@msnbc

Top Replied-To in G5:
@govmikedewine
@realdonaldtrump
@byerobportman
@jeannine_bartel
@slight2112
@tokenliberal
@gringacongatos
@yost4ohio
@senrobportman
@whath53177393

Top Replied-To in G6:
@govmikedewine
@repbeatty
@reelect_nobody
@ohdeptofhealth
@tribefanne
@_olbc
@1foreverseeking
@buckeyemom12
@ginamarie1925
@jsimpsoncollins

Top Replied-To in G8:
@govmikedewine
@peggluntz
@livinncin
@patriotljames
@ajmunson12
@seanmcclellan
@buckedup2019
@endtyrannyyohio
@stump1985
@mlm216

Top Replied-To in G9:
@govmikedewine
@mitchelguy
@navarr
@ohio
@christi02127678
@pissychrissy6
@timothy_deeter
@m4thcats
@10tv
@marcusbeam1

Top Replied-To in G10:
@govmikedewine
@robcanon5
@raytayl28503114
@ohiocanbegreat
@kenmahaffey
@themommadavis
@kimberl20225137
@conojr
@trishagg50
@iaryeh

Top Mentioned
Top Mentioned in Entire Graph:
@govmikedewine
@dramyacton
@ltgovhusted
@chrismanack
@randyludlow
@whchapman
@realdonaldtrump
@ohdeptofhealth
@ohioatty14
@cincybuckeye

Top Mentioned in G1:
@govmikedewine
@ohiomhas
@meetthepress
@hillaryjane35
@jwilliamscincy
@cnn
@glassmeg
@zvhdbzbd
@boehner_w
@ohsaasports

Top Mentioned in G2:
@govmikedewine
@dramyacton
@ltgovhusted
@whchapman
@bonbee81
@pbs
@npr
@realdonaldtrump
@lilyjoy65293613
@richmuny

Top Mentioned in G3:
@govmikedewine
@randyludlow
@tylerjoelb
@andy_chow
@jbalmert
@lbischoff
@kevin10tv
@arobbinstv
@jmborchardt
@jottewhio

Top Mentioned in G4:
@govmikedewine
@mikedewine
@govwhitmer
@govpritzker
@nygovcuomo
@gavinnewsom
@realdonaldtrump
@govevers
@cnn
@ingrahamangle

Top Mentioned in G5:
@govmikedewine
@cdcgov
@realdonaldtrump
@ltgovhusted
@dispatchalerts
@willie700wlw
@angry_ohio
@ohiogop
@abc
@bartleyjmichael

Top Mentioned in G6:
@govmikedewine
@ohdeptofhealth
@dramyacton
@drcohio
@emiliasykesoh
@policymattersoh
@ytowntitobrown
@ochla_oh
@tramontela

Top Mentioned in G7:
@chrismanack
@govmikedewine

Top Mentioned in G8:
@ohioatty14
@govmikedewine
@huntingforholly
@buckedup2019
@supertempo_
@abobincheck
@michele_handy
@bigwhitty72
@dramyacton
@logoffboomer

Top Mentioned in G9:
@govmikedewine
@dramyacton
@sensherrodbrown
@fox8news
@pacificdreamin
@ohioincrisis
@ltgovhusted
@crainscleveland
@johnhanna59_cle
@reptimryan

Top Mentioned in G10:
@govmikedewine
@robcanon5
@ohcounties
@iaryeh
@themommadavis
@chrismattice
@ohiocanbegreat
@whchapman
@seikenja82
@madmolly10

Top Tweeters
Top Tweeters in Entire Graph:
@recitesocial
@delta
@teshawnedmonds
@onahunttoday
@soniaerasmus
@thehill
@theresamax
@mcdonalds
@walmart
@jjj5819

Top Tweeters in G1:
@teshawnedmonds
@soniaerasmus
@theresamax
@sandi_childs
@jayoung1892
@sba1211
@awhatdafudge
@marshallsheldon
@oldsalz
@tempkt

Top Tweeters in G2:
@austinlouis5
@svagdis
@bonbee81
@jmoon901
@lawseris
@qlover18
@ohiowomen4trump
@npr
@wsyx6
@ghostwolfman

Top Tweeters in G3:
@jjj5819
@followthatband
@deathtocrazy
@andrea_51544005
@charlotteonder1
@cjdjam
@joshthelink
@anthonyg729
@wews
@hotincleveland

Top Tweeters in G4:
@foxnews
@nytimes
@washingtonpost
@cnn
@cnni
@jaketapper
@msnbc
@rifleman4wvu
@karaswisher
@doxiedachsie

Top Tweeters in G5:
@wsj
@abc
@cbsnews
@pabloleslie
@cgpb
@wtol11toledo
@dispatchalerts
@mitchellvii
@toledonews
@oann

Top Tweeters in G6:
@delta
@wcpo
@clevelanddotcom
@crazymomma007
@cleveland19news
@civillittweet
@droll3
@joyfulgrandma
@lobstahsinmaine
@amandpms

Top Tweeters in G7:
@inittowinit007
@dianne1h
@kadajoza
@emtee2355
@mcguirescotty
@lah3309
@heywood98
@ljcambria
@xarmandkleinx
@gailsline

Top Tweeters in G8:
@keklar
@mikedury
@mroose97
@andrade21
@clefan330
@noah161_
@thetruthap
@mt_stephenson
@jabuschur
@harbordan

Top Tweeters in G9:
@onahunttoday
@10tv
@fox8news
@carlarjenkins
@marcalevin
@dmd1943
@chlodubs
@jamohio9719
@ohio
@orisanla64

Top Tweeters in G10:
@mcdonalds
@walmart
@janieo
@lowes
@target
@madmolly10
@phaneritic
@margculbster
@osusportsfan93
@progunz_1