(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine), Twitter, 11/29/2021 1:57:48 AM, 267143


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(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine)_2021-11-28_17-27-30.xlsx
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine)_2021-11-28_17-27-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 29, 2021
Short Description:
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine) via NodeXL https://bit.ly/3xzaThv
@govmikedewine
@prof_kennedy
@eunicee62945638
@onahunttoday
@norahma20412961
@angelia917
@govwhitmer
@loura_stories
@charlotteonder1
@piehlersteve

Top hashtags:
#covid19

Description:
Description
The graph represents a network of 372 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, 29 November 2021 at 01:27 UTC.

The requested start date was Monday, 29 November 2021 at 01:01 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 12-day, 17-hour, 31-minute period from Monday, 15 November 2021 at 01:28 UTC to Saturday, 27 November 2021 at 19:00 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 : 372
Unique Edges : 370
Edges With Duplicates : 856
Total Edges : 1226
Number of Edge Types : 5
Retweet : 125
MentionsInRetweet : 297
Mentions : 700
Replies to : 100
Tweet : 4
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0101694915254237
Reciprocated Edge Ratio : 0.0201342281879195
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 370
Maximum Edges in a Connected Component : 1223
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.931689
Graph Density : 0.00431846506100919
Modularity : 0.365579
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 372 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, 29 November 2021 at 01:27 UTC.

The requested start date was Monday, 29 November 2021 at 01:01 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 12-day, 17-hour, 31-minute period from Monday, 15 November 2021 at 01:28 UTC to Saturday, 27 November 2021 at 19:00 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:
[17] https://www.newswars.com/covid-cover-up-ohio-spends-45k-to-block-public-from-learning-nursing-home-death-locations/?fbclid=IwAR2kz0yBtTy7ThaWuG6DQ8bpemJqecLI2R54V8t4PaZ2CanKMyk0buL8Jio
[3] https://www.nfaap.org/sso/sso.aspx?action=gettoken&nfredirect=https://www.aap.org/en/my-account/login/SSOCheck/
[2] https://www.nytimes.com/2021/11/22/world/europe/covid-europe-surge-protests.html
[2] https://www.nytimes.com/2021/11/18/opinion/covid-winter-risk.html
[2] https://www.nytimes.com/2021/11/17/us/florida-coronavirus-covid-19.html
[2] https://sirillp.com/wp-content/uploads/2021/11/21-02152-Final-Response-Letter-Brehm-1.pdf
[1] https://twitter.com/patriciamanhar1/status/1460638002917609480
[1] https://twitter.com/columbiabugle/status/1464297771104550913
[1] https://www.facebook.com/watch/?v=1002976190265427&extid=NS-UNK-UNK-UNK-AN_GK0T-GK1C&ref=sharing
[1] http://www.msn.com/en-us/health/medical/lucas-county-covid-hospitalizations-at-highest-rate-since-pandemic-began/ar-AAR3yFU?ocid=winp-st

Top URLs in Tweet in G1:
[3] https://www.nfaap.org/sso/sso.aspx?action=gettoken&nfredirect=https://www.aap.org/en/my-account/login/SSOCheck/
[2] https://sirillp.com/wp-content/uploads/2021/11/21-02152-Final-Response-Letter-Brehm-1.pdf
[1] https://twitter.com/columbiabugle/status/1464297771104550913
[1] https://twitter.com/matthiascorvin5/status/1462770982062641153
[1] https://investinginohiosfuture.ohio.gov:443/
[1] https://ohiovax2school.com/
[1] https://twitter.com/patriciamanhar1/status/1460638002917609480
[1] https://www.13abc.com/2021/11/23/northwest-ohio-seeing-highest-covid-19-spread-state/
[1] https://twitter.com/EricHolder/status/1462882114148392965
[1] https://www.newswars.com/covid-cover-up-ohio-spends-45k-to-block-public-from-learning-nursing-home-death-locations/?fbclid=IwAR2kz0yBtTy7ThaWuG6DQ8bpemJqecLI2R54V8t4PaZ2CanKMyk0buL8Jio

Top URLs in Tweet in G2:
[2] https://www.nytimes.com/2021/11/22/world/europe/covid-europe-surge-protests.html
[2] https://www.nytimes.com/2021/11/17/us/florida-coronavirus-covid-19.html
[2] https://www.nytimes.com/2021/11/18/opinion/covid-winter-risk.html
[1] https://www.nytimes.com/2021/07/24/opinion/coronavius-vaccine-masks.html
[1] https://www.theatlantic.com/ideas/archive/2021/03/the-conspiracy-theorists-problem-isnt-what-they-believe/618285/
[1] https://www.nytimes.com/2021/11/21/world/europe/austria-covid-lockdown-vaccine-mandates.html
[1] https://www.nytimes.com/2021/11/17/world/europe/covid-vaccine-germany-europe.html

Top URLs in Tweet in G3:
[1] https://www.usnews.com/news/health-news/articles/2021-11-17/drug-overdose-deaths-top-100k-over-12-months-for-first-time
[1] https://twitter.com/PaineSister/status/1461643573238116355
[1] https://www.facebook.com/watch/?v=1002976190265427&extid=NS-UNK-UNK-UNK-AN_GK0T-GK1C&ref=sharing
[1] http://www.msn.com/en-us/health/medical/lucas-county-covid-hospitalizations-at-highest-rate-since-pandemic-began/ar-AAR3yFU?ocid=winp-st
[1] https://www.cleveland.com/news/2021/11/millions-of-dollars-in-covid-relief-still-available-for-ohio-businesses.html

Top URLs in Tweet in G5:
[1] https://twitter.com/joyannreid/status/1461761381112467458
[1] https://patch.com/ohio/mentor/s/hxiyv/how-current-covid-19-cases-in-ohio-compare-to-the-nation?utm_term=article-slot-2&utm_source=newsletter-daily&utm_medium=email&utm_campaign=newsletter

Top URLs in Tweet in G6:
[16] https://www.newswars.com/covid-cover-up-ohio-spends-45k-to-block-public-from-learning-nursing-home-death-locations/?fbclid=IwAR2kz0yBtTy7ThaWuG6DQ8bpemJqecLI2R54V8t4PaZ2CanKMyk0buL8Jio

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8] covid19
[7] pandemicsociology
[3] freedommeans
[1] als
[1] godfatherdewine
[1] dewineprofitsfeompandemic
[1] coviddenialism
[1] flagop
[1] primarydewine
[1] ohiobusiness



Top Hashtags in Tweet in G1:
[1] godfatherdewine
[1] dewineprofitsfeompandemic
[1] ohiovax2school
[1] als
[1] primarydewine
[1] ohiobusiness
[1] ohiotourism
[1] ohiofindithere
[1] covid_19
[1] boosters

Top Hashtags in Tweet in G2:
[7] pandemicsociology
[3] covid19
[3] freedommeans
[1] flagop
[1] coviddenialism

Top Hashtags in Tweet in G7:
[5] covid19

Top Words
Top Words in Tweet in Entire Graph:
[240] govmikedewine
[181] covid
[91] ohio
[58] 10
[48] year
[45] spread
[43] ohiosense
[41] between
[40] remember
[40] ago

Top Words in Tweet in G1:
[137] govmikedewine
[99] covid
[53] 10
[50] ohio
[41] ohiosense
[41] spread
[39] between
[38] remember
[38] year
[38] ago

Top Words in Tweet in G2:
[12] dystateofmind
[12] repcohen
[12] rephankjohnson
[12] repteddeutch
[12] repjeffries
[12] davidcicilline
[12] tedlieu
[12] repraskin
[12] repjayapal
[9] repgregstanton

Top Words in Tweet in G3:
[42] covid
[36] govmikedewine
[23] ohio
[11] cases
[10] govwhitmer
[8] ohioans
[8] 19
[8] businesses
[8] deaths
[7] 9143

Top Words in Tweet in G4:
[4] az
[3] dougducey
[3] govmikedewine
[3] covid
[2] govdunleavy
[2] govkemp
[2] under
[2] control
[2] medical
[2] personnel

Top Words in Tweet in G5:
[3] ohio
[3] govmikedewine
[3] reptimryan
[2] cleveland
[2] columbus
[2] ltgovhusted
[2] senrobportman
[2] sensherrodbrown
[2] repdavejoyce

Top Words in Tweet in G6:
[20] govmikedewine
[17] ohdeptofhealth
[16] celticgirl2020
[16] hiding
[3] ohio
[3] covid
[2] ohiosense
[2] remember
[2] year
[2] ago

Top Words in Tweet in G7:
[5] #covid19
[5] mtosterholm
[5] covidwatch
[5] scottgottliebmd
[5] covid_canada
[5] cdcgov
[5] nytimes
[5] govtomwolf
[5] govmikedewine
[4] ohio

Top Words in Tweet in G8:
[11] covid
[7] govmikedewine
[6] getvaccinatedoh
[4] eternityecho1
[3] yeetthatbeat
[3] family
[3] cases
[2] guess
[2] vaccinated
[2] sick

Top Words in Tweet in G9:
[4] long
[3] covid
[3] impact
[3] kids
[3] school
[2] graceda06
[2] garysternny
[2] govkathyhochul
[2] lohud
[2] jennifernuzzo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[40] remember,year
[40] year,ago
[40] ago,covid
[40] covid,spread
[40] spread,between
[40] between,10
[40] 10,pm
[40] pm,grateful
[40] grateful,govmikedewine
[40] govmikedewine,figure

Top Word Pairs in Tweet in G1:
[38] remember,year
[38] year,ago
[38] ago,covid
[38] covid,spread
[38] spread,between
[38] between,10
[38] 10,pm
[38] pm,grateful
[38] grateful,govmikedewine
[38] govmikedewine,figure

Top Word Pairs in Tweet in G2:
[12] dystateofmind,repcohen
[12] repcohen,rephankjohnson
[12] rephankjohnson,repteddeutch
[12] repteddeutch,repjeffries
[12] repjeffries,davidcicilline
[12] davidcicilline,tedlieu
[12] tedlieu,repraskin
[12] repraskin,repjayapal
[9] repjayapal,repgregstanton
[9] repgregstanton,repdean

Top Word Pairs in Tweet in G3:
[10] covid,cases
[8] covid,19
[8] covid,deaths
[7] 9143,covid
[7] govmikedewine,govwhitmer
[7] govwhitmer,ohiostatefb
[7] richmuny,govmikedewine
[7] ohio,businesses
[6] cases,ohio
[6] ohio,govmikedewine

Top Word Pairs in Tweet in G4:
[2] covid,under
[2] under,control
[2] control,az
[2] az,medical
[2] medical,personnel
[2] personnel,sick
[2] sick,tired
[2] tired,taking
[2] taking,care
[2] care,people

Top Word Pairs in Tweet in G5:
[2] ohio,cleveland
[2] cleveland,columbus
[2] columbus,govmikedewine
[2] govmikedewine,ltgovhusted
[2] ltgovhusted,senrobportman
[2] senrobportman,sensherrodbrown
[2] sensherrodbrown,repdavejoyce
[2] repdavejoyce,reptimryan

Top Word Pairs in Tweet in G6:
[17] govmikedewine,ohdeptofhealth
[16] ohdeptofhealth,hiding
[15] celticgirl2020,govmikedewine
[2] ohiosense,remember
[2] remember,year
[2] year,ago
[2] ago,covid
[2] covid,spread
[2] spread,between
[2] between,10

Top Word Pairs in Tweet in G7:
[5] #covid19,mtosterholm
[5] mtosterholm,covidwatch
[5] covidwatch,scottgottliebmd
[5] scottgottliebmd,covid_canada
[5] covid_canada,cdcgov
[5] cdcgov,nytimes
[3] nytimes,govtomwolf
[3] govtomwolf,govmikedewine
[3] govmikedewine,ohio
[2] ohio,champion

Top Word Pairs in Tweet in G8:
[6] getvaccinatedoh,govmikedewine
[4] eternityecho1,getvaccinatedoh
[3] yeetthatbeat,eternityecho1
[2] taste,smell
[2] die,covid
[2] tested,covid

Top Word Pairs in Tweet in G9:
[3] long,covid
[2] graceda06,garysternny
[2] garysternny,govkathyhochul
[2] govkathyhochul,lohud
[2] lohud,jennifernuzzo
[2] jennifernuzzo,nyschoolsupts
[2] nyschoolsupts,govmikedewine
[2] govmikedewine,ohdeptofhealth
[2] ohdeptofhealth,cuyahogacounty
[2] days,school

Top Replied-To
Top Replied-To in Entire Graph:
@govmikedewine
@dystateofmind
@yeetthatbeat
@getvaccinatedoh
@graceda06
@ohiosense
@dougducey
@starseteconomy
@akrosbooks
@gopgovs

Top Replied-To in G1:
@govmikedewine
@ohiosense
@starseteconomy
@akrosbooks
@jnyhne
@gopgovs
@jacktsilver1
@ohiodevelopment
@uxlewis
@fmann94

Top Replied-To in G2:
@dystateofmind

Top Replied-To in G3:
@govmikedewine
@ronfilipkowski
@mmelgar09
@govwhitmer
@darkthruster
@luchadorcoreano
@reflog_18
@waitnwallflower
@rightwingwatch

Top Replied-To in G4:
@dougducey
@cnn

Top Replied-To in G5:
@ohio

Top Replied-To in G6:
@celticgirl2020

Top Replied-To in G8:
@yeetthatbeat
@getvaccinatedoh
@eternityecho1
@drewstevefrench

Top Replied-To in G9:
@graceda06

Top Replied-To in G10:
@unclesamspeakin

Top Mentioned
Top Mentioned in Entire Graph:
@govmikedewine
@ohiosense
@govwhitmer
@ohdeptofhealth
@dannoacton
@celticgirl2020
@repcohen
@rephankjohnson
@repteddeutch
@repjeffries

Top Mentioned in G1:
@govmikedewine
@ohiosense
@dannoacton
@akronchildrens
@gopgovs
@30kelsc
@tinresistagain
@starseteconomy
@akrosbooks
@columbiabugle

Top Mentioned in G2:
@repcohen
@rephankjohnson
@repteddeutch
@repjeffries
@davidcicilline
@tedlieu
@repraskin
@repjayapal
@repgregstanton
@repdean

Top Mentioned in G3:
@govmikedewine
@govwhitmer
@ohiostatefb
@richmuny
@angelnanadonna
@schmidtscbus
@graeters
@malleyschoc
@marshasbuckeyes
@waitnwallflower

Top Mentioned in G4:
@govmikedewine
@govdunleavy
@govkemp
@nytimes
@abc
@cbsnews
@nbcnews
@time
@drericding
@larrybrilliant

Top Mentioned in G5:
@govmikedewine
@reptimryan
@cleveland
@columbus
@ltgovhusted
@senrobportman
@sensherrodbrown
@repdavejoyce
@ohiogop
@ohiogopsenate

Top Mentioned in G6:
@govmikedewine
@ohdeptofhealth
@celticgirl2020
@ohiosense
@dannoacton
@robusaproud
@ohiosenategop
@ohrgopcaucus

Top Mentioned in G7:
@mtosterholm
@covidwatch
@scottgottliebmd
@covid_canada
@cdcgov
@nytimes
@govtomwolf
@govmikedewine
@govwhitmer
@dumovicdude

Top Mentioned in G8:
@govmikedewine
@getvaccinatedoh
@eternityecho1
@yeetthatbeat

Top Mentioned in G9:
@garysternny
@govkathyhochul
@lohud
@jennifernuzzo
@nyschoolsupts
@govmikedewine
@ohdeptofhealth
@cuyahogacounty

Top Mentioned in G10:
@hallssimplicity
@govmikedewine
@ohioopioidedu
@ohiomhas
@recoveryohio

Top Tweeters
Top Tweeters in Entire Graph:
@onahunttoday
@metz_chance
@nytimes
@foxnews
@charlotteonder1
@time
@abc
@melodyisdestiny
@cnn
@politico

Top Tweeters in G1:
@metz_chance
@ohioyallers
@dorothyhesp
@sos_jr
@tinresistagain
@elephantwatcher
@waltjesseskylar
@bobomarilyn
@columbiabugle
@jdoveyk

Top Tweeters in G2:
@melodyisdestiny
@zeynep
@deanbaker13
@michaelbd
@prof_kennedy
@tedlieu
@brownuniversity
@repjayapal
@dleonhardt
@davidcicilline

Top Tweeters in G3:
@reflog_18
@jeannine_bartel
@jcgfrippout
@glassmeg
@angelnanadonna
@allmercy007
@slowsleddog
@madonnalennon66
@jewelofchicago
@daveoanderson

Top Tweeters in G4:
@time
@cnn
@politico
@nbcnews
@cbsnews
@ap
@ddiamond
@who
@drericding
@indiancountry

Top Tweeters in G5:
@onahunttoday
@foxnews
@charlotteonder1
@abc
@wkyc
@wews
@cleveland19news
@ohio
@ohdems
@nbc

Top Tweeters in G6:
@jeannemullahy1
@andyfurniss
@darkwinter2022
@498honeybadger
@cropcircles17
@davis_bradley1
@lawleanne042
@robusaproud
@conicon35577320
@ohiosenategop

Top Tweeters in G7:
@nytimes
@juanrive
@cdcgov
@scottgottliebmd
@covid_canada
@dumovicdude
@covidwatch
@mtosterholm
@govtomwolf

Top Tweeters in G8:
@eternityecho1
@drewstevefrench
@jerzygi69675609
@henryballsonia
@yeetthatbeat
@drk53228719
@michell56717145
@getvaccinatedoh

Top Tweeters in G9:
@lohud
@garysternny
@graceda06
@govkathyhochul
@nyschoolsupts
@cuyahogacounty
@jennifernuzzo
@norahma20412961

Top Tweeters in G10:
@hallssimplicity
@loura_stories
@ohiomhas
@unclesamspeakin
@ohioopioidedu
@recoveryohio


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