(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine), Twitter, 1/24/2022 1:59:57 AM, 270514


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(corona OR virus OR covid) (%22Gov Ohio%22 OR GovMikeDEWine)_2022-01-23_17-27-30.xlsx
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine)_2022-01-23_17-27-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 24, 2022
Short Description:
(corona OR virus OR covid) ("Gov Ohio" OR GovMikeDEWine) via NodeXL https://bit.ly/3qQ8kWJ
@govmikedewine
@onahunttoday
@pabloleslie
@dumovicdude
@akrosbooks
@tsabetta
@kmeghan
@aupairalegal
@luvrmaui
@jrnave

Top hashtags:
#projectveritas
#covid19
#ohio
#covid

Description:
Description
The graph represents a network of 439 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, 24 January 2022 at 01:27 UTC.

The requested start date was Monday, 24 January 2022 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 11-day, 10-hour, 30-minute period from Monday, 10 January 2022 at 01:32 UTC to Friday, 21 January 2022 at 12:02 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 : 439
Unique Edges : 509
Edges With Duplicates : 621
Total Edges : 1130
Number of Edge Types : 5
Replies to : 218
Mentions : 460
Retweet : 141
MentionsInRetweet : 306
Tweet : 5
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.0148048452220727
Reciprocated Edge Ratio : 0.0291777188328912
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 435
Maximum Edges in a Connected Component : 1125
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.711966
Graph Density : 0.00392132388887155
Modularity : 0.389142
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 439 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, 24 January 2022 at 01:27 UTC.

The requested start date was Monday, 24 January 2022 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 11-day, 10-hour, 30-minute period from Monday, 10 January 2022 at 01:32 UTC to Friday, 21 January 2022 at 12:02 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 : 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:
[4] https://www.nytimes.com/2021/10/28/world/meatpacking-workers-covid-cases-deaths.html
[3] https://www.cnbc.com/2021/03/11/biden-1point9-trillion-covid-relief-package-thursday-afternoon.html
[3] https://twitter.com/govmikedewine/status/1481772123660210179
[2] https://www.cleveland.com/news/2022/01/ohio-may-break-down-hospitalizations-of-patients-for-covid-19-versus-with-covid-19-gov-mike-dewine-says.html
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270144
[2] https://coronavirus.ohio.gov/
[2] https://twitter.com/GovMikeDeWine/status/1481772123660210179
[1] https://www.yahoo.com/lifestyle/kids-across-country-protesting-covid-154500468.html
[1] https://twitter.com/MichaelPSenger/status/1484220386250158081
[1] https://www.wkyc.com/article/news/local/northeast-ohio/ohio-restaurant-association-says-to-go-ordering-will-be-most-favorable-in-future/95-8896e5ca-5996-48ff-b281-516327b61478

Top URLs in Tweet in G1:
[2] https://www.cleveland.com/news/2022/01/ohio-may-break-down-hospitalizations-of-patients-for-covid-19-versus-with-covid-19-gov-mike-dewine-says.html
[2] https://coronavirus.ohio.gov/
[1] https://www.yahoo.com/lifestyle/kids-across-country-protesting-covid-154500468.html
[1] https://www.wkyc.com/article/news/local/northeast-ohio/ohio-restaurant-association-says-to-go-ordering-will-be-most-favorable-in-future/95-8896e5ca-5996-48ff-b281-516327b61478
[1] https://patch.com/ohio/mentor/s/i1vce/president-biden-deploying-military-to-ohio-due-to-covid19-surge?utm_source=alert-breakingnews&utm_medium=email&utm_campaign=alert
[1] https://www.cleveland.com/coronavirus/2022/01/the-states-covid-19-testing-site-in-cleveland-will-close-after-sunday-because-of-decreasing-demand.html
[1] https://www.wkyc.com/article/news/local/akron/akron-childrens-hospital-covid-vaccine-requirement-unvaccinated-workers-unpaid-leave/95-5967e630-d6aa-421e-8ce2-6522e0776a70
[1] https://abc6onyourside.com/news/local/ohio-governor-facing-primary-no-pandemic-response-regrets-mike-dewine-masks-canceled-schools-vaccine-candidates-term-election-democrat-republican
[1] https://www.usatoday.com/story/news/factcheck/2021/01/21/fact-check-covid-19-vaccine-nearly-20-years-making/3873247001/
[1] https://twitter.com/GovMikeDeWine/status/1481772123660210179

Top URLs in Tweet in G2:
[1] https://twitter.com/30kelsc/status/1484062681380401157
[1] https://twitter.com/74Truthteller/status/1480674065295806467
[1] https://twitter.com/ohiocovid1/status/1483645938145054722
[1] https://twitter.com/carrie_benton/status/1482919497145229320
[1] https://apnews.com/article/coronavirus-pandemic-health-elections-ohio-columbus-751c3b166a4fbab7c4353efcabad0ff8?s=09
[1] https://twitter.com/jonpsanders/status/1481678276447903745
[1] https://twitter.com/columbiabugle/status/1481736337309016071

Top URLs in Tweet in G3:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270144
[1] https://www.theepochtimes.com/mkt_morningbrief/most-covid-19-patients-in-new-jersey-hospitalized-admitted-for-non-covid-reasons-officials_4204097.html?utm_source=ref_share&utm_campaign=tw&rs=SHRFWQBG&
[1] https://www.palmbeachpost.com/story/news/2022/01/10/omicron-surge-florida-covid-cases-deaths-vaccines/9134687002/
[1] https://www.palmbeachpost.com/story/news/2022/01/08/new-covid-cases-florida-more-than-400-000-reported-just-one-week/9122793002/
[1] https://homelandprepnews.com/stories/58071-ohio-lawmakers-request-full-federal-funding-for-ohio-national-guards-response-to-covid-19/?amp
[1] https://www.nfaap.org/sso/sso.aspx?action=gettoken&nfredirect=https://www.aap.org/en/my-account/login/SSOCheck/
[1] https://pubmed.ncbi.nlm.nih.gov/?term=Covid
[1] https://www.wesh.com/article/covid-florida-jan-12/38749477
[1] https://www.dailywire.com/news/cnn-medical-expert-doubles-down-that-cloth-masks-were-never-appropriate-for-covid-19

Top URLs in Tweet in G4:
[1] https://www.wsj.com/articles/covid-19-cases-surge-at-nursing-homes-11641924320
[1] https://www.consumerreports.org/covid-19/your-questions-about-covid-19-booster-shots-answered-a8815548189/?EXTKEY=NH21HTHB1&utm_source=acxiom&utm_medium=email&utm_campaign=20220109_nsltr_health&utm_nsltr=health
[1] https://www.consumerreports.org/covid-19/your-questions-about-omicron-answered-a3351440900/?EXTKEY=NH21HTHB1&utm_source=acxiom&utm_medium=email&utm_campaign=20220109_nsltr_health&utm_nsltr=health
[1] https://spectrumnews1.com/oh/columbus/news/2022/01/12/ohio-at-home-rapid-covid-19-tests-delayed-state-prioritizing-schools?firebaseString=true&cid=app_share
[1] https://spectrumnews1.com/oh/columbus/news/2022/01/18/cleveland-s-mass-covid-testing-site-to-close--resources-to-shift-to-southern-ohio?firebaseString=true&cid=app_share
[1] https://twitter.com/govmikedewine/status/1481772123660210179

Top URLs in Tweet in G6:
[4] https://www.nytimes.com/2021/10/28/world/meatpacking-workers-covid-cases-deaths.html
[3] https://www.cnbc.com/2021/03/11/biden-1point9-trillion-covid-relief-package-thursday-afternoon.html
[1] https://www.daytondailynews.com/local/dewine-no-statewide-covid-mandates-but-wants-school-and-hospital-rules/L6G4PHALFNEB5B67QCGEZLN7XU/
[1] https://twitter.com/Tony4WI/status/1481312622611943429

Top URLs in Tweet in G8:
[1] https://www.latimes.com/california/story/2022-01-10/250-000-covid-cases-in-eight-days-where-is-l-a-surge-heading

Top Domains
Top Domains in Tweet in Entire Graph:
[21] twitter.com
[5] nytimes.com
[3] cleveland.com
[3] ohio.gov
[3] cnbc.com
[2] wkyc.com
[2] spectrumnews1.com
[2] consumerreports.org
[2] nodexlgraphgallery.org
[2] usatoday.com

Top Domains in Tweet in G1:
[5] twitter.com
[3] cleveland.com
[2] wkyc.com
[2] ohio.gov
[1] yahoo.com
[1] patch.com
[1] abc6onyourside.com
[1] usatoday.com
[1] cleveland19.com
[1] wfft.com

Top Domains in Tweet in G2:
[6] twitter.com
[1] apnews.com

Top Domains in Tweet in G3:
[2] nodexlgraphgallery.org
[2] palmbeachpost.com
[1] theepochtimes.com
[1] homelandprepnews.com
[1] nfaap.org
[1] nih.gov
[1] wesh.com
[1] dailywire.com

Top Domains in Tweet in G4:
[2] consumerreports.org
[2] spectrumnews1.com
[1] wsj.com
[1] twitter.com

Top Domains in Tweet in G6:
[4] nytimes.com
[3] cnbc.com
[1] daytondailynews.com
[1] twitter.com

Top Domains in Tweet in G8:
[1] latimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[52] projectveritas
[11] covid19
[10] ohio
[5] covid
[4] thanksbiden
[3] omicron
[2] ohionursinghomescandal
[2] hospitals
[2] nursinghomes
[2] clinics



Top Hashtags in Tweet in G1:
[6] covid19
[6] ohio
[3] thanksbiden
[2] covid19ohioready
[2] stayhomeohio
[2] coronavirus
[1] deathbydewine
[1] s
[1] inthistogetherohio
[1] wearadamnmask

Top Hashtags in Tweet in G2:
[52] projectveritas
[2] ohionursinghomescandal
[2] hospitals
[2] nursinghomes
[2] clinics
[2] covid

Top Hashtags in Tweet in G3:
[4] covid19
[2] omicron
[2] ohio
[2] covid

Top Hashtags in Tweet in G4:
[1] ohio
[1] covidohio
[1] ohiorepublicans
[1] help
[1] covid

Top Hashtags in Tweet in G6:
[1] repealallofhb6
[1] thanksbiden

Top Words
Top Words in Tweet in Entire Graph:
[396] govmikedewine
[289] covid
[129] ohio
[67] people
[65] hospitals
[60] office
[59] nurses
[59] dannoacton
[56] inside
[55] staff

Top Words in Tweet in G1:
[114] govmikedewine
[98] covid
[30] ohio
[29] people
[18] virus
[10] gop
[10] mask
[9] help
[9] go
[9] dewine

Top Words in Tweet in G2:
[119] govmikedewine
[67] covid
[59] dannoacton
[57] ohio
[52] paging
[52] nurses
[52] cnas
[52] doctors
[52] office
[52] staff

Top Words in Tweet in G3:
[17] govmikedewine
[7] ohio
[6] covid
[4] #covid19
[3] gov
[3] virus
[3] ohnationalguard
[3] meanwhile
[3] ve
[3] national

Top Words in Tweet in G4:
[14] govmikedewine
[11] covid
[10] ohio
[7] cleveland
[7] ltgovhusted
[7] potus
[5] nbc
[5] cbs
[5] wews
[5] wkyc

Top Words in Tweet in G5:
[24] govmikedewine
[17] covid
[13] virus
[6] yannaccio2
[5] people
[5] vaccinated
[5] vaccine
[5] deaths
[5] 19
[4] need

Top Words in Tweet in G6:
[15] govmikedewine
[11] covid
[10] dewine
[8] remember
[7] backed
[7] hb
[7] support
[7] nuclear
[7] power
[7] provisions

Top Words in Tweet in G7:
[25] govmikedewine
[20] covid
[13] cadonovan32
[13] andyfurniss
[12] vaxxed
[12] pmdl57
[8] spread
[8] spreading
[7] unvaxxed
[7] vaccinated

Top Words in Tweet in G8:
[26] govmikedewine
[21] covid
[11] people
[8] texantoohio
[7] secti0n31
[6] kids
[6] virus
[5] life
[5] kennethwhitak14
[4] home

Top Words in Tweet in G9:
[5] govmikedewine
[5] covid
[5] people
[4] realist_brutal
[3] jessicahammon11
[3] vaccinated
[2] vaccines
[2] home
[2] aren
[2] population

Top Words in Tweet in G10:
[6] 58kathleen
[6] govmikedewine
[4] covid
[3] getting
[3] vaccinated
[2] stop
[2] testing
[2] everyone
[2] symptoms
[2] virus

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[52] paging,ohio
[52] ohio,nurses
[52] nurses,cnas
[52] cnas,doctors
[52] doctors,office
[52] office,staff
[52] staff,#projectveritas
[52] #projectveritas,looking
[52] looking,inside
[52] inside,info

Top Word Pairs in Tweet in G1:
[9] covid,19
[6] govmikedewine,covid
[6] govmikedewine,mikedewine
[5] govmikedewine,yes
[5] right,thing
[4] govmikedewine,need
[4] ohio,govmikedewine
[4] govmikedewine,regrets
[4] regrets,response
[4] pandemic,republican

Top Word Pairs in Tweet in G2:
[52] paging,ohio
[52] ohio,nurses
[52] nurses,cnas
[52] cnas,doctors
[52] doctors,office
[52] office,staff
[52] staff,#projectveritas
[52] #projectveritas,looking
[52] looking,inside
[52] inside,info

Top Word Pairs in Tweet in G3:
[3] govmikedewine,ohnationalguard
[3] govmikedewine,meanwhile
[3] meanwhile,ve
[3] ve,national
[3] national,guard
[3] guard,ohio
[3] ohio,hospitals
[3] hospitals,helping
[3] helping,covid
[3] covid,surge

Top Word Pairs in Tweet in G4:
[7] govmikedewine,ltgovhusted
[5] wkyc,cleveland19news
[4] ohio,cleveland
[4] cleveland,govmikedewine
[4] cbs,wews
[4] wews,wkyc
[4] cleveland19news,fox8news
[4] covid,19
[3] nbc,cbs
[3] snartkety,govmikedewine

Top Word Pairs in Tweet in G5:
[5] yannaccio2,govmikedewine
[3] build_blue_wall,govmikedewine
[3] covid,19
[2] govmikedewine,need
[2] control,virus
[2] covid,still
[2] govmikedewine,shot
[2] marciashifflet,govmikedewine
[2] stacy41415595,govmikedewine
[2] govmikedewine,haven

Top Word Pairs in Tweet in G6:
[7] dewine,backed
[7] backed,hb
[7] hb,support
[7] support,nuclear
[7] nuclear,power
[7] power,provisions
[7] provisions,concern
[6] tsabetta,dewine
[4] govmikedewine,remember
[4] remember,doesnt

Top Word Pairs in Tweet in G7:
[13] cadonovan32,govmikedewine
[13] govmikedewine,andyfurniss
[12] pmdl57,cadonovan32
[4] yannaccio2,govmikedewine
[4] andyfurniss,right
[4] right,thing
[4] thing,wish
[4] wish,vaccinated
[4] vaccinated,ohioans
[3] spreading,covid

Top Word Pairs in Tweet in G8:
[8] texantoohio,govmikedewine
[5] secti0n31,govmikedewine
[3] kennethwhitak14,texantoohio
[3] covid,seriously
[2] covid,tests
[2] know,much
[2] covid,school
[2] live,life
[2] keep,kids
[2] three,different

Top Word Pairs in Tweet in G9:
[4] realist_brutal,govmikedewine
[3] jessicahammon11,realist_brutal
[2] aren,vaccinated

Top Word Pairs in Tweet in G10:
[6] 58kathleen,govmikedewine
[2] getting,vaccinated

Top Replied-To
Top Replied-To in Entire Graph:
@govmikedewine
@yannaccio2
@pmdl57
@secti0n31
@thebossmom78
@texantoohio
@stays_in
@carrie_benton
@ohio
@build_blue_wall

Top Replied-To in G1:
@govmikedewine
@thebossmom78
@afavon440
@kateisblu
@newyearforme315
@kerrylorkovic
@ohiomhas
@susanzeier
@julsacct
@sstriker369

Top Replied-To in G2:
@stays_in
@govmikedewine
@carrie_benton
@dannoacton
@ltgovhusted
@45palm_sun
@momangel92
@samcaudell
@brianada65
@mamahorbs

Top Replied-To in G3:
@homeschoolsage
@drrosenpenismd
@whoodiz
@enygmactown
@cecilia72418
@govmikedewine

Top Replied-To in G4:
@ohio
@govmikedewine
@nbc
@secretarypete
@snartkety

Top Replied-To in G5:
@govmikedewine
@yannaccio2
@build_blue_wall
@bbeth68
@jakingaround
@micbar
@sailorspork
@stacy41415595
@bradfordfini
@marciashifflet

Top Replied-To in G6:
@gamedaywreath
@govmikedewine
@dale41513167
@hyattathomeki
@govevers

Top Replied-To in G7:
@pmdl57
@yannaccio2
@theprodigaltwit
@kmeghan
@cadonovan32
@tanner_stultz
@eriecountydems
@govmikedewine
@bartelgrant
@stevenharp_

Top Replied-To in G8:
@secti0n31
@texantoohio
@govmikedewine
@kennethwhitak14
@duchesscle
@mj71078721
@swala0315
@the_jim_martin
@robcanon5
@tallgopgamerguy

Top Replied-To in G9:
@lwilson95477508
@tpolomsky28
@jessicahammon11
@realist_brutal
@dcwandj

Top Replied-To in G10:
@58kathleen
@amichellebrown
@foioioi
@rileyjcont55
@pmdl57

Top Mentioned
Top Mentioned in Entire Graph:
@govmikedewine
@dannoacton
@mamahorbs
@ltgovhusted
@andyfurniss
@aupairalegal
@ohdeptofhealth
@cadonovan32
@thebossmom78
@potus

Top Mentioned in G1:
@govmikedewine
@mikedewine
@wsyx6
@hanksofamerica
@waitnwallflower
@ohiodnr
@laurahancock
@strawberry_flds
@jimrenacci
@wkyc

Top Mentioned in G2:
@govmikedewine
@dannoacton
@mamahorbs
@aupairalegal
@ltgovhusted
@ohdeptofhealth
@thebossmom78
@30kelsc
@ohiogop
@bojangled22

Top Mentioned in G3:
@govmikedewine
@ohnationalguard
@mtosterholm
@drericding
@erictopol
@covidwatch
@scottgottliebmd
@covid_canada
@nytimes
@bbcworld

Top Mentioned in G4:
@govmikedewine
@ltgovhusted
@potus
@cleveland
@cbs
@wews
@wkyc
@cleveland19news
@fox8news
@abc

Top Mentioned in G5:
@govmikedewine
@symcg
@_julieann_1
@themanthelege20
@marciashifflet
@stacy41415595
@sarakellyclark
@yannaccio2

Top Mentioned in G6:
@govmikedewine
@tsabetta
@leesgirl9
@dod_deb
@hyattathomeki
@g0ldfinga
@gamedaywreath
@waitnwallflower
@stevenharp_

Top Mentioned in G7:
@govmikedewine
@andyfurniss
@cadonovan32
@pmdl57
@united
@spunbicycles
@stevenharp_

Top Mentioned in G8:
@govmikedewine
@texantoohio
@kennethwhitak14
@bcook1978
@drjengunter

Top Mentioned in G9:
@govmikedewine
@realist_brutal
@jessicahammon11
@stevenallen6969
@mlodgeg
@mjvenzel

Top Mentioned in G10:
@govmikedewine
@58kathleen

Top Tweeters
Top Tweeters in Entire Graph:
@united
@onahunttoday
@reuters
@rhonda_harbison
@belladonamodels
@cnbc
@nytimes
@foxnews
@abc
@cnn

Top Tweeters in G1:
@sharonmwinner
@joncoopertweets
@suepersists
@wsyx6
@roadkingrider2
@fox28columbus
@sockalexis2003
@kateisblu
@alliemarie777
@lisette225

Top Tweeters in G2:
@ohioyallers
@denwillliberty
@kebie19
@anglily1
@pamsimson
@jessnatmom
@magicalmomu7
@aanaaxo
@finozin
@allohio1974

Top Tweeters in G3:
@nytimes
@bbcworld
@pabloleslie
@akrosbooks
@bretbaier
@drericding
@erictopol
@lisamarieboothe
@dgoing5
@prof_kennedy

Top Tweeters in G4:
@onahunttoday
@cnbc
@foxnews
@abc
@cnn
@wkyc
@msnbc
@wews
@slrtbot
@fox8news

Top Tweeters in G5:
@frederi64496113
@edshelt
@build_blue_wall
@3girlzmum
@sailorspork
@yannaccio2
@bradfordfini
@micbar
@_julieann_1
@jakingaround

Top Tweeters in G6:
@rhonda_harbison
@bradparker_
@lucilleaustero2
@leesgirl9
@jeannine_bartel
@jcgfrippout
@stevenharp_
@ccjackmb
@gamedaywreath
@hyattathomeki

Top Tweeters in G7:
@united
@1sassysnowflake
@andyfurniss
@cadonovan32
@eriecountydems
@kidjack51
@theprodigaltwit
@staggs45123
@jimschubach
@justahalfpack

Top Tweeters in G8:
@drjengunter
@secti0n31
@duchesscle
@bcook1978
@robcanon5
@tallgopgamerguy
@the_jim_martin
@kennethwhitak14
@mrspeterson007
@swala0315

Top Tweeters in G9:
@realist_brutal
@mjvenzel
@kmeghan
@tpolomsky28
@lwilson95477508
@heathersorrell8
@bronzeapgambler
@dcwandj
@stevenallen6969
@jessicahammon11

Top Tweeters in G10:
@rileyjcont55
@fmann94
@58kathleen
@drk53228719
@foioioi
@amichellebrown
@k76_dos
@mcoonfare73
@annabrown2007