Ohio Gov, Twitter, 4/3/2020 5:00:50 AM, 224317
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Ohio Gov_2020-04-02_15-04-22.xlsx
Ohio Gov_2020-04-02_15-04-22.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
April 03, 2020
Short Description:
Ohio Gov via NodeXL https://bit.ly/2ynVyWC
@govmikedewine
@nbc4i
@ohdeptofhealth
@newday
@mikedewine
@realdonaldtrump
@pbs
@ltgovhusted
@girlsreallyrule
@joingles

Top hashtags:
#ohio
#covid19
#inthistogetherohio
#socialdistancing
#stayhomeohio
#aprilfools

Description:
Description
The graph represents a network of 13,600 Twitter users whose recent tweets contained "Ohio Gov", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 03 April 2020 at 01:04 UTC.

The tweets in the network were tweeted over the 6-day, 5-hour, 43-minute period from Friday, 27 March 2020 at 16:19 UTC to Thursday, 02 April 2020 at 22:02 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 : 13600
Unique Edges : 15883
Edges With Duplicates : 5012
Total Edges : 20895
Number of Edge Types : 5
Retweet : 11894
MentionsInRetweet : 3207
Mentions : 2044
Tweet : 2379
Replies to : 1371
Self-Loops : 2403
Reciprocated Vertex Pair Ratio : 0.00251208943038372
Reciprocated Edge Ratio : 0.00501158930025684
Connected Components : 1220
Single-Vertex Connected Components : 678
Maximum Vertices in a Connected Component : 11195
Maximum Edges in a Connected Component : 18463
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.460474
Graph Density : 8.63114934921685E-05
Modularity : 0.664464
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 13,600 Twitter users whose recent tweets contained "Ohio Gov", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 03 April 2020 at 01:04 UTC.

The tweets in the network were tweeted over the 6-day, 5-hour, 43-minute period from Friday, 27 March 2020 at 16:19 UTC to Thursday, 02 April 2020 at 22:02 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 : TwitterSearch
Graph Term : Ohio Gov
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:
[3405] https://coronavirus.ohio.gov/
[265] https://www.coronavirus.ohio.gov/
[201] https://coronavirus.ohio.gov/JobSearch
[123] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/home/dashboard
[112] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/home
[106] https://www.ohiosos.gov/elections/voters
[105] https://coronavirus.ohio.gov/learnathome
[75] https://unclaimedproperty.nd.gov/
[75] https://www.com.ohio.gov/unfd/
[75] https://www.oktreasure.com/

Top URLs in Tweet in G1:
[2185] https://coronavirus.ohio.gov/
[32] https://coronavirus.ohio.gov/businesshelp
[25] https://www.coronavirus.ohio.gov/
[20] https://coronavirus.ohio.gov/JobSearch
[12] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/home/dashboard
[6] https://coronavirus.ohio.gov/learnathome
[6] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/home
[4] https://vote.ohio.gov/
[4] https://petitions.whitehouse.gov/petition/ohio-state-government-has-no-right-limit-peoples-religious-right-violates-constitution
[3] https://unemployment.ohio.gov/PublicSelfServiceChoice.html

Top URLs in Tweet in G2:
[585] https://coronavirus.ohio.gov/
[196] https://www.coronavirus.ohio.gov/
[155] https://coronavirus.ohio.gov/JobSearch
[85] https://coronavirus.ohio.gov/learnathome
[32] http://education.ohio.gov/Topics/Student-Supports/Coronavirus
[24] http://jfs.ohio.gov/CoronavirusVirus/
[22] https://coronavirus.ohio.gov/businesshelp
[22] http://jfs.ohio.gov/coronavirus/
[21] https://coronavirus.ohio.gov/LearnAtHome
[19] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/home/dashboard

Top URLs in Tweet in G3:
[23] https://www.nbc4i.com/community/health/coronavirus/coronavirus-in-ohio-saturday-update-gov-dewine-news-conference-set-for-2pm/
[22] https://coronavirus.ohio.gov/
[15] https://www.nbc4i.com/community/health/coronavirus/coronavirus-in-ohio-tuesday-update-2-p-m-briefing-with-gov-dewine-dr-acton-scheduled/
[8] https://www.nbc4i.com/community/health/coronavirus/coronavirus-in-ohio-thursday-update-gov-dewine-dr-acton-to-hold-daily-2pm-news-conference/
[6] https://www.nbc4i.com/community/health/coronavirus/coronavirus-in-ohio-friday-update-gov-dewine-schedules-daily-update-on-covid-19/
[6] https://twitter.com/i/broadcasts/1OyKAYAVvXLKb
[6] https://www.nbc4i.com/community/health/coronavirus/coronavirus-in-ohio-sunday-update-gov-dewine-to-hold-2pm-news-conference-to-discuss-covid-19-fdas-battelle-decision/
[5] https://www.wlwt.com/article/gov-dewine-calls-on-trump-to-urge-fda-to-approve-sterilization-of-masks-in-ohio/31968951
[4] https://www.nbc4i.com/news/local-news/gov-dewine-implores-manufactures-to-help-produce-products-needed-for-covid-19-surge/
[3] https://coronavirus.ohio.gov/ventinventory

Top URLs in Tweet in G4:
[56] https://coronavirus.ohio.gov/
[33] https://www.cincinnati.com/story/news/2020/03/29/coronavirus-ohio-mike-dewine-fda-ruling-battelle-sterilization/2935414001/
[15] https://www.ohiosos.gov/elections/voters
[10] https://www.cincinnati.com/story/news/2020/03/30/coronavirus-ohio-gov-dewine-march-30-update-covid-19-response/5087477002/
[10] https://coronavirus.ohio.gov/jobsearch
[9] https://www.cincinnati.com/story/news/2020/03/29/coronavirus-ohio-gov-mike-dewine-give-update/2936077001/
[8] https://www.cincinnati.com/story/news/local/northern-ky/2020/03/31/coronavirus-travel-restriction-kentucky-northern-work-ohio-cincinnati/5093920002/
[8] https://www.cincinnati.com/story/news/politics/2020/04/02/coronavirus-ohio-gov-mike-dewine-give-update-states-response-2-p-m/5113069002/
[8] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/home/dashboard
[8] https://www.cleveland.com/open/2020/03/ohio-coronavirus-increase-to-1406-with-25-deaths-gov-mike-dewines-saturday-march-28-briefing.html

Top URLs in Tweet in G5:
[23] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/home
[19] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/home/dashboard
[13] https://www.spc.noaa.gov/products/md/2020/md0253.html
[10] https://www.ohiosos.gov/elections/voters
[10] https://coronavirus.ohio.gov/
[10] https://www.foxnews.com/media/ohio-gov-dewine-we-cant-gather-together
[9] https://www.ohiosos.gov/elections/voters/
[8] https://www.ohiosos.gov/elections/voters/absentee-ballot/
[8] https://www.epa.gov/newsreleases/us-epa-honors-2020-energy-starr-partners-year-illinois-indiana-michigan-minnesota-ohio
[7] https://www.spc.noaa.gov/products/md/2020/md0247.html

Top URLs in Tweet in G6:
[21] https://coronavirus.ohio.gov/
[15] https://www.ohiosos.gov/elections/voters
[14] https://www.drugabuse.gov/opioid-summaries-by-state/ohio-opioid-summary#.XnvZC3vJuEo.twitter
[7] https://woub.org/listen/
[7] http://ohiochannel.org
[5] https://www.cleveland.com/coronavirus/2020/04/gov-mike-dewine-extends-ohios-stay-at-home-order-until-may-1.html
[4] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/home
[4] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/home/dashboard
[3] https://www.cleveland.com/open/2020/03/some-ohio-inmates-may-be-released-because-of-the-coronavirus-crisis-gov-mike-dewine-says.html
[3] https://www.ohiosos.gov/elections/elections-officials/county-boards-of-elections-directory/

Top URLs in Tweet in G7:
[87] https://coronavirus.ohio.gov/
[34] https://fox8.com/news/the-u-s-governor-who-saw-it-coming-early-bbc-praises-covid-19-leadership-by-ohio-gov-dewine/
[16] https://www.wkyc.com/article/news/health/coronavirus/fda-battelle-surgical-mask-sterilization-coronavirus-ohio-mike-dewine/95-9d271745-1716-4b0e-b908-3dc110f973e3
[12] https://www.wkyc.com/article/news/health/coronavirus/ohio-gov-mike-dewine-extends-closure-of-k-12-schools-to-at-least-may-1/95-ffc00502-cc60-4305-96b1-d1aaeac34926
[9] https://www.wkyc.com/article/news/health/coronavirus/bbc-profiles-ohio-governor-mike-dewine-credits-governor-for-seeing-coronavirus-coming-early/95-40ec862b-cc45-4384-9a7a-f468a79c33da
[9] https://fox8.com/news/coronavirus/ohio-gov-dewine-to-hold-coronavirus-news-conference/
[8] https://www.beaconjournal.com/news/20200402/coronavirus-in-ohio--impact-on-akron-area-live---trump-provides-update-summit-county-has-153-cases-8-deaths-state-at-2902-cases-81-deaths-stay-at-home-order-extended-until-may
[7] https://www.wkyc.com/article/news/health/coronavirus/gov-dewine-holds-latest-coronavirus-press-conference/95-b40f1ac0-6cd0-4c83-8d54-d4cad185a8ba
[7] https://www.cleveland19.com/2020/03/30/gov-dewine-extends-ohio-school-closures-may-during-coronavirus-pandemic/
[6] https://www.cleveland.com/open/2020/03/ohio-reports-1933-positive-coronavirus-tests-39-deaths-gov-mike-dewines-monday-march-30-briefing.html?utm_medium=social&utm_source=twitter&utm_campaign=cleve_sf

Top URLs in Tweet in G8:
[16] https://coronavirus.ohio.gov/
[3] https://www.washingtonpost.com/national/coronavirus-ohio-dewine-outbreak/2020/03/16/9bde6b1e-67b2-11ea-9923-57073adce27c_story.html
[2] https://www.dispatch.com/sports/20200331/coronavirus-ohio-golf-courses-can-stay-open-state-health-department-says
[1] https://www.cnn.com/world/live-news/coronavirus-pandemic-03-31-20/index.html?utm_medium=social&utm_source=twCNN&utm_content=2020-03-31T10:48:51
[1] https://coronavirus.ohio.gov/JobSearch
[1] https://www.wkrg.com/health/coronavirus/trump-working-with-ohio-gov-to-get-fda-approval-on-expansion-of-mask-sterilization-technology/?utm_medium=social&utm_source=facebook_WKRG
[1] https://www.dispatch.com/news/20200401/video-dewine-says-itrsquos-ldquonot-christianrdquo-to-hold-church-during-coronavirus
[1] https://www.pharmacy.ohio.gov/Documents/Pubs/Special/COVID19Resources/Emergency%20Rule%20for%20Dispensing%20Chloroquine%20and%20Hydroxychloroquine.pdf
[1] https://www.texmed.org/TexasMedicineDetail.aspx?Pageid=46106&id=53026
[1] https://www.justice.gov/usao-sdoh/pr/two-former-columbus-vice-officers-arrested-charged-unlawful-searches-seizures-double

Top URLs in Tweet in G9:
[23] https://www.ohiosos.gov/elections/voters
[22] https://www.dispatch.com/news/20200329/coronavirus-fda-provides-full-ok-for-battelle-mask-sterilizing-technology
[6] https://www.cleveland.com/coronavirus/2020/04/gov-mike-dewine-extends-ohios-stay-at-home-order-until-may-1.html
[6] https://www.ohiosos.gov/elections/voters/toolkit/ballot-tracking/
[6] https://bmfcpa.com/2020/03/31/ohio-gov-dewine-signs-covid-19-related-legislation/
[4] https://coronavirus.ohio.gov/
[4] https://twitter.com/LucasCountyBOE/status/1244993175506366467
[3] https://www.cleveland.com/open/2020/03/gov-mike-dewine-blasts-fda-decision-limiting-use-of-new-mask-cleaning-technology-as-reckless.html
[3] https://www.washingtonpost.com/national/coronavirus-ohio-dewine-outbreak/2020/03/16/9bde6b1e-67b2-11ea-9923-57073adce27c_story.html
[3] https://twitter.com/GovMikeDeWine/status/1244690798668587008

Top URLs in Tweet in G10:
[232] https://coronavirus.ohio.gov/
[16] https://www.wlwt.com/article/bbc-writes-article-on-ohio-gov-dewine-praises-him-for-early-action-on-covid-19/32003374
[13] https://www.fox19.com/2020/03/29/ohio-gov-officials-saddened-by-fdas-decision-limit-battelle-labs-ppe-sterilized-masks/
[12] https://www.supremecourt.ohio.gov/Publications/JCS/publicHealthSummary.pdf
[9] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/home/dashboard/forecast-model/
[7] https://coronavirus.ohio.gov/JobSearch
[6] https://www.wlwt.com/article/gov-dewine-calls-on-trump-to-urge-fda-to-approve-sterilization-of-masks-in-ohio/31968951
[6] https://www.wlwt.com/article/coronavirus-latest-2-199-cases-in-ohio-480-in-kentucky-2-159-in-indiana/31752602
[6] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/home/dashboard
[6] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/home

Top Domains
Top Domains in Tweet in Entire Graph:
[5439] ohio.gov
[255] twitter.com
[222] ohiosos.gov
[166] cleveland.com
[143] cincinnati.com
[127] nbc4i.com
[89] dispatch.com
[79] wkyc.com
[79] fox8.com
[76] nd.gov

Top Domains in Tweet in G1:
[2349] ohio.gov
[19] twitter.com
[4] cleveland.com
[4] whitehouse.gov
[3] ohiosos.gov
[2] 10tv.com
[2] athensnews.com
[2] cantonrep.com
[1] dayton247now.com
[1] bbc.com

Top Domains in Tweet in G2:
[1491] ohio.gov
[28] twitter.com
[24] 2020census.gov
[23] ohiosos.gov
[22] wkbn.com
[12] cincinnati.com
[11] cleveland.com
[10] pbslearningmedia.org
[9] ohiohouse.gov
[8] ohioattorneygeneral.gov

Top Domains in Tweet in G3:
[68] nbc4i.com
[35] ohio.gov
[13] twitter.com
[6] wlwt.com
[2] repurposingproject.com
[2] cleveland.com
[1] myfox28columbus.com
[1] abc6onyourside.com
[1] dailywire.com
[1] washingtontimes.com

Top Domains in Tweet in G4:
[113] ohio.gov
[91] cincinnati.com
[32] cleveland.com
[20] ohiosos.gov
[18] twitter.com
[16] wosu.org
[13] breitbart.com
[11] local12.com
[8] news5cleveland.com
[7] myfox28columbus.com

Top Domains in Tweet in G5:
[221] ohio.gov
[60] twitter.com
[37] ohiosos.gov
[32] cleveland.com
[31] noaa.gov
[25] patch.com
[12] cleveland19.com
[11] foxnews.com
[10] nbc4i.com
[10] newarkadvocate.com

Top Domains in Tweet in G6:
[46] ohio.gov
[24] ohiosos.gov
[16] twitter.com
[14] drugabuse.gov
[8] cleveland.com
[8] woub.org
[7] ohiochannel.org
[4] cincinnati.com
[3] acluohio.org
[2] nbc4i.com

Top Domains in Tweet in G7:
[111] ohio.gov
[63] wkyc.com
[59] fox8.com
[36] cleveland.com
[33] cleveland19.com
[19] twitter.com
[13] beaconjournal.com
[7] nbc4i.com
[4] noaa.gov
[3] facebook.com

Top Domains in Tweet in G8:
[19] ohio.gov
[3] dispatch.com
[3] washingtonpost.com
[1] cnn.com
[1] wkrg.com
[1] texmed.org
[1] justice.gov
[1] ohiosos.gov
[1] cincinnati.com

Top Domains in Tweet in G9:
[33] ohiosos.gov
[23] dispatch.com
[21] ohio.gov
[13] cleveland.com
[13] twitter.com
[6] bmfcpa.com
[4] washingtonpost.com
[3] the-daily-record.com
[2] fox8.com
[2] nbc4i.com

Top Domains in Tweet in G10:
[298] ohio.gov
[35] wlwt.com
[21] fox19.com
[8] ohiosos.gov
[7] twitter.com
[5] nbc4i.com
[4] cdc.gov
[3] bbc.com
[3] cms.gov
[2] newarkadvocate.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1562] ohio
[1511] covid19
[1320] inthistogetherohio
[1245] socialdistancing
[856] stayhomeohio
[461] aprilfools
[456] learnathome
[257] flattenthecurve
[197] coronavirus
[153] thankyou



Top Hashtags in Tweet in G1:
[1001] socialdistancing
[807] ohio
[755] inthistogetherohio
[685] stayhomeohio
[662] covid19
[395] aprilfools
[149] learnathome
[104] thankyou
[86] flattenthecurve
[74] slowthespread

Top Hashtags in Tweet in G2:
[440] covid19
[416] inthistogetherohio
[334] ohio
[284] learnathome
[136] flattenthecurve
[127] socialdistancing
[83] stayhomeohio
[57] slowthespread
[45] nationaldoctorsday
[42] coronavirus

Top Hashtags in Tweet in G3:
[13] covid19
[10] breaking
[9] ohio
[5] socialdistancing
[4] stayhomeohio
[3] inthistogetherohio
[2] unemployment
[2] ventilators
[2] palsporch
[2] coronavirus

Top Hashtags in Tweet in G4:
[69] covid19
[57] ohio
[28] coronavirus
[17] inthistogetherohio
[12] caresact
[9] socialdistancing
[8] stayhomeohio
[5] askgovdewine
[5] breaking
[4] s

Top Hashtags in Tweet in G5:
[27] ohio
[25] covid19
[20] spc
[17] coronavirus
[12] inthistogetherohio
[7] wpc
[5] news
[5] 2020census
[5] foxnews
[4] stayhomeohio

Top Hashtags in Tweet in G6:
[32] ohio
[30] ohioprimary
[21] ohiostrong
[18] covid19
[15] oh10
[13] censusday
[13] 2020census
[8] coronavirus
[8] inthistogetherohio
[6] socialdistancing

Top Hashtags in Tweet in G7:
[64] breaking
[45] ohio
[33] covid19
[18] inthistogetherohio
[17] socialdistancing
[10] stayhomeohio
[9] census2020
[8] buckeyes
[7] aprilfools
[6] learnathome

Top Hashtags in Tweet in G8:
[13] ohio
[8] inthistogetherohio
[7] covid19
[6] socialdistancing
[4] fbi
[4] share
[3] aprilfools
[3] stayhomeohio
[2] flattenthecurve
[2] slowthespread

Top Hashtags in Tweet in G9:
[21] ohio
[10] wv
[7] votebymail
[7] covid19
[3] inthistogetherohio
[2] coronalockdown
[2] flattenthecurve
[1] voteohio
[1] trumpgenocide
[1] primaryelection

Top Hashtags in Tweet in G10:
[65] covid19
[59] ohio
[20] inthistogetherohio
[18] socialdistancing
[18] stayhomeohio
[6] aprilfools
[4] coronavirus
[2] nationaldoctorsday
[2] healthcare
[2] covid19ohioready

Top Words
Top Words in Tweet in Entire Graph:
[9132] Words in Sentiment List#1: Positive
[8092] Words in Sentiment List#2: Negative
[18] Words in Sentiment List#3: Angry/Violent
[493456] Non-categorized Words
[510681] Total Words
[11662] ohio
[7191] gov
[5471] dewine
[5364] #inthistogetherohio
[3821] day

Top Words in Tweet in G1:
[3011] #inthistogetherohio
[2313] #stayhomeohio
[1847] #covid19ohioready
[1796] data
[1673] confirmed
[1515] updated
[1510] posted
[1510] believed
[1508] low
[1235] numbers

Top Words in Tweet in G2:
[1632] #inthistogetherohio
[1188] ohio
[1078] more
[720] help
[586] #covid19
[569] #stayhomeohio
[519] #covid19ohioready
[497] website
[466] jobs
[392] pbs

Top Words in Tweet in G3:
[2016] ohio
[1899] 000
[1897] masks
[1897] day
[1896] sterilize
[1020] gov
[1010] dewine
[968] fda
[957] battelle
[950] each

Top Words in Tweet in G4:
[773] ohio
[743] gov
[450] dewine
[285] mike
[158] coronavirus
[158] masks
[150] cases
[129] fda
[123] confirmed
[120] people

Top Words in Tweet in G5:
[633] ohio
[396] gov
[278] dewine
[145] mike
[122] coronavirus
[97] 19
[89] covid
[84] cases
[62] state
[59] fda

Top Words in Tweet in G6:
[490] ohio
[428] educational
[347] gov
[262] ohio's
[237] march
[234] lt
[234] ballot
[233] time
[233] absentee
[228] husted

Top Words in Tweet in G7:
[784] ohio
[717] gov
[595] dewine
[351] mike
[302] coronavirus
[179] cases
[127] confirmed
[124] early
[122] bbc
[119] #inthistogetherohio

Top Words in Tweet in G8:
[900] mid
[517] ohio
[491] gov
[482] dewine
[472] state
[471] day
[467] mike
[456] cases
[455] fact
[454] coronavirus

Top Words in Tweet in G9:
[400] ohio
[313] gov
[187] mikedewine
[119] people
[114] testing
[114] 10
[109] know
[108] listen
[107] pandemic
[107] problem

Top Words in Tweet in G10:
[258] ohio
[201] gov
[172] dewine
[158] #inthistogetherohio
[155] dramyacton
[146] data
[144] confirmed
[144] #stayhomeohio
[128] cases
[123] updated

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2727] #inthistogetherohio,#stayhomeohio
[2645] gov,mike
[2547] mike,dewine
[2473] ohio,gov
[2385] gov,dewine
[2126] believed,low
[2086] #stayhomeohio,#covid19ohioready
[1931] confirmed,cases
[1814] data,posted
[1742] posted,numbers

Top Word Pairs in Tweet in G1:
[1846] #inthistogetherohio,#stayhomeohio
[1507] believed,low
[1443] #stayhomeohio,#covid19ohioready
[1293] data,posted
[1230] posted,numbers
[1230] numbers,believed
[1162] confirmed,cases
[938] updated,data
[661] low,deaths
[571] #covid19,data

Top Word Pairs in Tweet in G2:
[457] #inthistogetherohio,#stayhomeohio
[335] #stayhomeohio,#covid19ohioready
[307] pbs,stations
[295] more,#inthistogetherohio
[279] #inthistogetherohio,#ohioed
[276] covid,19
[275] learn,more
[269] beginning,monday
[266] eight,pbs
[265] ohio,eight

Top Word Pairs in Tweet in G3:
[975] gov,dewine
[948] 10,000
[948] masks,ohio
[947] dewine,announced
[947] announced,fda
[947] fda,authorized
[947] authorized,columbus
[947] columbus,based
[947] based,battelle
[947] battelle,sterilize

Top Word Pairs in Tweet in G4:
[282] gov,mike
[255] mike,dewine
[209] ohio,gov
[171] gov,dewine
[90] confirmed,cases
[85] covid,19
[71] surgical,masks
[61] right,thing
[61] workers,safe
[60] lt,gov

Top Word Pairs in Tweet in G5:
[147] ohio,gov
[140] mike,dewine
[129] gov,mike
[115] gov,dewine
[84] covid,19
[38] stay,home
[34] home,order
[27] dewine,ohio
[23] surgical,masks
[22] ohio,department

Top Word Pairs in Tweet in G6:
[234] lt,gov
[225] gov,jon
[225] jon,husted
[216] monday,march
[216] educational,programming
[215] pbs,stations
[212] husted,ohioans
[212] ohioans,without
[212] without,internet
[212] internet,having

Top Word Pairs in Tweet in G7:
[350] gov,mike
[343] mike,dewine
[335] ohio,gov
[244] gov,dewine
[113] ohio,company's
[79] bbc,article
[79] article,ohio
[79] dewine,drawing
[79] drawing,praise
[79] praise,early

Top Word Pairs in Tweet in G8:
[466] gov,mike
[465] mike,dewine
[462] ohio,gov
[450] dewine,state
[450] state,see
[450] see,peak
[450] peak,coronavirus
[450] coronavirus,cases
[450] cases,between
[450] between,mid

Top Word Pairs in Tweet in G9:
[196] ohio,gov
[159] gov,mikedewine
[101] know,people
[101] people,understand
[101] understand,bad
[101] bad,testing
[101] testing,equipment
[101] equipment,problem
[101] problem,getting
[101] getting,better

Top Word Pairs in Tweet in G10:
[120] believed,low
[115] #inthistogetherohio,#stayhomeohio
[104] confirmed,cases
[102] data,posted
[98] posted,numbers
[98] numbers,believed
[92] ohio,gov
[90] dramyacton,today's
[89] today's,dashboard
[89] dashboard,snapshot

Top Replied-To
Top Replied-To in Entire Graph:
@toddstarnes
@govmikedewine
@b52malmet
@realdonaldtrump
@fredpotter2hotm
@byronyork
@mikayesfiona
@jadler1969
@yamiche
@unseen1_unseen

Top Replied-To in G1:
@govmikedewine
@wilsonericn
@tiffanybond
@stevievanzandt
@manicakes
@jonbowzerbauman
@morning_joe
@poulson_jen
@scottgorslene
@farhood13

Top Replied-To in G2:
@govmikedewine
@oheducation
@jennife76837456
@ruby_1_
@schoolchoiceoh
@pjj16
@prweekus
@cellis_under
@acluohio

Top Replied-To in G3:
@govmikedewine
@spinnershells
@mzrsd
@madscwt
@songofthewhale1
@fluffhead67
@nbc4i

Top Replied-To in G4:
@govmikedewine
@realdonaldtrump
@govwhitmer
@tokyorosa
@senrobportman
@brithume
@jim_jordan
@sethabramson
@glennkirschner2
@battelle

Top Replied-To in G5:

Top Replied-To in G6:
@pjj16
@tipsy_in_texas
@aclu
@politicalshort
@davidpepper

Top Replied-To in G7:
@adamhsboardcc
@clevelanddotcom
@afavon440
@picst12002
@n8jrp
@mlive
@cleveland19news
@covertwo81
@notthechips

Top Replied-To in G8:
@b_better_now
@newday
@isabelillig
@amy_siskind
@ddale8

Top Replied-To in G9:
@fredpotter2hotm
@jadler1969
@jackcalifano
@mitchellvii
@realdonaldtrump
@stevekloscak
@govmikedewine
@tedbrogan6901
@chrisa080917
@flemmermertin

Top Replied-To in G10:
@govmikedewine
@catturd2
@msandum
@cincybuckeye
@heatherrdh1211
@bmolo316
@jeffsittinger
@mr_dad2019
@zeejayson
@pmouncesr

Top Mentioned
Top Mentioned in Entire Graph:
@pbs
@govmikedewine
@ltgovhusted
@ohiobemc
@dramyacton
@mikedewine
@ohio_ema
@ohiojfs
@ohdeptofhealth
@jonhusted

Top Mentioned in G1:
@govmikedewine
@ltgovhusted
@ohdeptofhealth
@ohio_ema
@ohiojfs
@pbs
@jonhusted
@jt_theqb4th
@ohiomhas
@norwichtwpfd

Top Mentioned in G2:
@pbs
@ohiobemc
@ltgovhusted
@ohio_ema
@ohiojfs
@ohdeptofhealth
@jonhusted
@ohiomhas
@ohioag
@oheducation

Top Mentioned in G3:
@nbc4i
@govmikedewine
@ltgovhusted
@dramyacton
@ohiomhas
@jeanclithero
@sensherrodbrown
@oheducation
@obasince86

Top Mentioned in G4:
@sensherrodbrown
@realdonaldtrump
@battelle
@theohiochannel
@govmikedewine
@enquirer
@us_fda
@potus
@andrewjtobias
@nygovcuomo

Top Mentioned in G5:

Top Mentioned in G6:
@ohiohousedems
@acluohio
@govmikedewine
@juanita_brent
@jonhusted
@tupchurch216
@boyd4oh_d9
@robinsonforoh
@kentksmith
@stephaniehowse

Top Mentioned in G7:
@wkyc
@nwsiln
@ltgovhusted
@mlive
@clevelanddotcom
@mhac_ohio
@ohdeptofhealth
@govmikedewine
@ohiojfs
@hannahdrown

Top Mentioned in G8:
@ohiojfs
@ltgovhusted
@ohdeptofhealth
@ohiohousedems
@andrewjtobias
@ohio_ema
@pbs
@ddale8
@enquirer
@govmikedewine

Top Mentioned in G9:
@mikedewine
@shannonrwatts
@governortomwolf
@hughhewitt
@franklarose
@call_post
@moniquecoxmoore
@mitchellvii
@rondesantisfl
@boggywood

Top Mentioned in G10:
@dramyacton
@govmikedewine
@ltgovhusted
@wlwt
@ohio_ema
@cmsgov
@ohdeptofhealth
@fox19
@ohiojfs
@bmolo316

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tomthunkitsmind
@robinsnewswire
@chris_1791
@lopezgovlaw
@commonpatriot
@cloudwanderer3
@solutioneer72
@mattmurph24
@joefreedomlove

Top Tweeters in G1:
@lizditz
@chholte
@trump417
@leslielee327
@raye_2necklaces
@deepvard
@carolk47
@jennykim
@breakingkind
@omi_082

Top Tweeters in G2:
@onahunttoday
@sueleugers
@pronkville08
@tempkt
@deathtocrazy
@yesimkayla
@wendyverran
@adamisalamb
@stevepohlit
@glitter_2em13

Top Tweeters in G3:
@mattmurph24
@kat4obama
@gottalaff
@padakitty
@akuma_river
@rhiles2760
@itswanda
@cwharlow
@doctorcara
@tahdeetz

Top Tweeters in G4:
@jjauthor
@dclarediane
@mkues65
@liveedges
@npsusa
@gaetasusan
@suekhi
@trumpwatchnews
@foxnews
@meowmiya88

Top Tweeters in G5:
@robinsnewswire
@lopezgovlaw
@israelnewslinks
@gntlman
@mmnewzz
@autumnrainwater
@drlindashelton
@carol38553
@watsupamericas
@wzzm13

Top Tweeters in G6:
@solutioneer72
@kenkircher1
@trump_enemy
@bethsinniresist
@robinmcouch
@shuboogie
@jocowboys87
@zentaoprincess
@shareitarie10
@angelakrebs444

Top Tweeters in G7:
@chilhon2016lap
@justmepammy
@mastaofmp3s
@tigerbeat
@anthropic
@crystal4obama
@cjtheross
@limecello
@wkyc
@zvonimirwirip

Top Tweeters in G8:
@missb62
@argojournal
@serendipitysays
@rachel_mcrea
@backstorymom1
@ungubunugu1274
@riskyliberal
@new_narrative
@bmangh
@linda1746

Top Tweeters in G9:
@phillip92321
@metaquest
@givemepie360
@markfromhalsey
@cblazblaz
@emersonfan1
@asmith702
@mstepczyk
@roripierpont1
@rebellegrrl

Top Tweeters in G10:
@poemtrees
@sewstitchquilt2
@wlwt
@seanmaxwell
@calliopeco
@cltrotlyn
@fox19
@scottfordtvguy
@cnnpolitics
@juancplascencia


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