(corona OR virus OR covid) (%22Gov PA%22 OR GovernorTomWolf), Twitter, 9/20/2021 3:17:00 AM, 262438


FAQ | Problem?

(corona OR virus OR covid) (%22Gov PA%22 OR GovernorTomWolf)_2021-09-19_18-09-24.xlsx
(corona OR virus OR covid) ("Gov PA" OR GovernorTomWolf)_2021-09-19_18-09-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 20, 2021
Short Description:
(corona OR virus OR covid) ("Gov PA" OR GovernorTomWolf) via NodeXL https://bit.ly/3kq5qEM
@governortomwolf
@bigstape
@kerberos2012
@james_base_atp
@milt00
@chirpingkatee
@____j_j______
@jdudemill
@dumovicdude
@watermelonpunch

Top hashtags:
#covid19
#covid

Description:
Description
The graph represents a network of 1,614 Twitter users whose tweets in the requested range contained "(corona OR virus OR covid) ("Gov PA" OR GovernorTomWolf)", 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 01:11 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, 8-hour, 39-minute period from Monday, 06 September 2021 at 03:42 UTC to Sunday, 19 September 2021 at 12:22 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 : 1614
Unique Edges : 1247
Edges With Duplicates : 3256
Total Edges : 4503
Number of Edge Types : 5
Retweet : 988
MentionsInRetweet : 1401
Mentions : 1378
Replies to : 716
Tweet : 20
Self-Loops : 33
Reciprocated Vertex Pair Ratio : 0.0266222961730449
Reciprocated Edge Ratio : 0.0518638573743922
Connected Components : 13
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 1598
Maximum Edges in a Connected Component : 4488
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.378887
Graph Density : 0.000947997643065827
Modularity : 0.347792
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,614 Twitter users whose tweets in the requested range contained "(corona OR virus OR covid) (%22Gov PA%22 OR GovernorTomWolf)", 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 01:11 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, 8-hour, 39-minute period from Monday, 06 September 2021 at 03:42 UTC to Sunday, 19 September 2021 at 12:22 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 PA%22 OR GovernorTomWolf)
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:
[12] https://www.foxnews.com/health/idaho-crisis-hospital-care-standards-covid-surge.amp?__twitter_impression=true
[11] https://www.dailymail.co.uk/news/article-9914969/Popular-blue-surgical-face-masks-NOT-stop-people-infected-COVID-19.html?fbclid=IwAR2HhYRrssofIqR_ZqVk7NTxcVIZo_SCW8Gug3OmwAHY0SrmX8gdYG2g9z8
[10] https://apnews.com/article/pennsylvania-tom-wolf-coronavirus-pandemic-nursing-homes-7f4438604ef33677ba131b9cdddf1f2d
[8] https://www.foxnews.com/health/unvaccinated-people-more-likely-die-covid-report
[5] https://www.theatlantic.com/health/archive/2021/09/covid-hospitalization-numbers-can-be-misleading/620062/
[4] https://governor.pa.gov/live
[3] https://www.foxnews.com/health/idaho-crisis-hospital-care-standards-covid-surge
[3] https://www.businessinsider.com/conservative-radio-hosts-anti-maskers-death-covid-19-2021-9
[3] https://twitter.com/GovernorTomWolf/status/1435211245313925125
[3] https://www.governor.pa.gov/newsroom/gov-wolf-announces-covid-19-vaccine-clinics-at-five-pa-state-parks-in-september/

Top URLs in Tweet in G1:
[2] https://www.pa.gov/get-vaccinated
[2] https://www.nationalreview.com/2021/08/the-bitter-truth-theres-still-no-rhyme-or-reason-to-covid-19/
[1] https://www.vaccines.gov/
[1] https://www.cnbc.com/2021/09/10/new-study-finds-unvaccinated-are-11-times-more-likely-to-die-from-covid-cdc-says-.html
[1] https://twitter.com/melinda_proza/status/1439283765432537093
[1] https://twitter.com/claytravis/status/1439410038423134210
[1] https://twitter.com/mdnij34/status/1436120138374422539
[1] https://www.theepochtimes.com/pennsylvania-auditor-general-covid-19-businesses-closure-process-was-flawed_4001016.html
[1] https://gis.penndot.gov/transitmap/
[1] https://twitter.com/PAFPandF/status/1438548536736505858

Top URLs in Tweet in G2:
[12] https://www.foxnews.com/health/idaho-crisis-hospital-care-standards-covid-surge.amp?__twitter_impression=true
[10] https://apnews.com/article/pennsylvania-tom-wolf-coronavirus-pandemic-nursing-homes-7f4438604ef33677ba131b9cdddf1f2d
[8] https://www.foxnews.com/health/unvaccinated-people-more-likely-die-covid-report
[4] https://www.theatlantic.com/health/archive/2021/09/covid-hospitalization-numbers-can-be-misleading/620062/
[3] https://www.foxnews.com/health/idaho-crisis-hospital-care-standards-covid-surge
[2] https://www.haaretz.com/israel-news/covid-in-israel-further-decline-in-infection-rate-1.10194247
[2] https://newsrescue.com/like-chickenpox-cdc-document-finds-no-difference-between-vaccinated-and-unvaccinated-covid-delta-transmission-washingtonpost/
[2] https://apnews.com/article/business-health-government-and-politics-pennsylvania-coronavirus-pandemic-1627357e5dc3b6f794bcf1c8afc47dc8
[2] https://www.theguardian.com/world/2021/aug/28/unvaccinated-teacher-infected-half-her-students-covid-california-cdc
[2] https://www.usnews.com/news/health-news/articles/2021-09-03/report-more-than-20-of-us-weekly-covid-19-cases-were-in-children

Top URLs in Tweet in G3:
[4] https://governor.pa.gov/live
[2] https://pacast.com/live/es
[2] https://www.governor.pa.gov/newsroom/gov-wolf-announces-covid-19-vaccine-clinics-at-five-pa-state-parks-in-september/
[1] https://www.governor.pa.gov/newsroom/latino-affairs-commission-to-host-vaccine-clinic-in-monroe-county/
[1] https://www.governor.pa.gov/newsroom/gov-wolf-praises-president-biden-for-latest-efforts-to-protect-public-from-covid-19/
[1] https://www.governor.pa.gov/newsroom/gov-wolf-to-provide-additional-covid-19-data-including-by-legislative-district-to-general-assembly/
[1] https://www.governor.pa.gov/newsroom/gov-wolf-state-leaders-visit-local-vaccine-clinic-stress-importance-of-getting-vaccinated-and-ending-covid-19/
[1] https://www.flickr.com/short_urls.gne?photoset=aHsmWFmwt4
[1] https://www.readingeagle.com/2021/09/14/gov-wolf-mobile-vaccine-clinic-racc/
[1] https://www.newsweek.com/four-us-cities-have-received-counterfeit-covid-vaccination-cards-china-1629586

Top URLs in Tweet in G4:
[2] https://www.thedailybeast.com/gregg-prentice-anti-mask-florida-election-official-dies-of-covid-and-takes-gop-software-secrets-with-him
[2] https://www.businessinsider.com/conservative-radio-hosts-anti-maskers-death-covid-19-2021-9
[2] https://www.washingtonpost.com/nation/2021/08/05/texas-gop-leader-antimask-antivax-dies-covid/
[2] https://www.newsweek.com/anti-vaccine-activist-who-said-theres-no-epidemic-dies-covid-hai-shaulian-1628847
[1] https://www.newsweek.com/texas-mom-regrets-going-unvaccinated-after-4-year-old-daughter-dies-covid-1628154
[1] https://www.fox2detroit.com/news/married-couple-leave-behind-7-children-after-dying-from-covid-19-within-hours-of-each-other
[1] https://www.usnews.com/news/best-states/california/articles/2021-09-11/california-parents-of-5-children-die-of-covid-19-weeks-apart?src=usn_tw
[1] https://newsone.com/playlist/famous-anti-vaxxers-who-have-died-from-covid-19/
[1] https://www.thedailybeast.com/veronica-wolski-hospitalized-covid-denier-whose-calls-for-ivermectin-became-qanon-crusade-dies?source=twitter&via=mobile
[1] https://nypost.com/2021/09/14/bob-enyart-proud-religious-fanatic-dies-of-covid-at-62/

Top URLs in Tweet in G5:
[1] https://youtu.be/YmZou2LJUuM
[1] https://heritagefamilyhealth.org/books-and-resources
[1] https://heritagefamilyhealth.org/
[1] https://www.wgal.com/article/pennsylvania-governor-tom-wolf-news-conference-safe-back-to-school/37512468
[1] https://twitter.com/watermelonpunch/status/1435356260455653386

Top URLs in Tweet in G6:
[1] https://www.inquirer.com/health/coronavirus/kariko-weissman-breakthrough-prize-covid19-vaccine-biontech-20210909.html
[1] https://www.forbes.com/sites/victoriaforster/2021/01/11/covid-19-vaccines-cant-alter-your-dna-heres-why/
[1] https://www.politico.com/states/florida/story/2021/09/09/child-covid-fatalities-nearly-double-in-florida-1390807
[1] https://www.cidrap.umn.edu/news-perspective/2021/09/us-data-show-child-covid-19-cases-rising-exponentially
[1] https://www.epa.gov/sciencematters/epa-researchers-test-effectiveness-face-masks-disinfection-methods-against-covid-19

Top URLs in Tweet in G7:
[11] https://www.dailymail.co.uk/news/article-9914969/Popular-blue-surgical-face-masks-NOT-stop-people-infected-COVID-19.html?fbclid=IwAR2HhYRrssofIqR_ZqVk7NTxcVIZo_SCW8Gug3OmwAHY0SrmX8gdYG2g9z8
[2] https://reason.com/2021/09/09/cdc-teachers-unions-masks-nea-covid/?fbclid=IwAR1RyWnnppeM2I5tb5dHOUAQSTyZpp4BFvxRZtuBsLwx7LF3LpC4dtYRaIQ
[1] https://www.pennlive.com/coronavirus/2021/09/following-request-from-pa-lawmakers-gov-wolf-says-hell-release-more-covid-19-vaccination-data.html
[1] https://townhall.com/tipsheet/guybenson/2021/08/23/masking-in-schools-n2594490
[1] https://swprs.org/face-masks-and-covid-the-evidence/
[1] https://www.epa.gov/sciencematters/epa-researchers-test-effectiveness-face-masks-disinfection-methods-against-covid-19
[1] https://medical.mit.edu/covid-19-updates/2020/07/do-cloth-masks-work
[1] https://www.bostonglobe.com/2021/09/07/nation/mass-reports-162-total-breakthrough-covid-19-deaths-or-0004-percent-all-fully-vaccinated-people/
[1] https://www.lifesitenews.com/news/47-studies-confirm-inefectiveness-of-masks-for-covid-and-32-more-confirm-their-negative-health-effects/
[1] https://apnews.com/c8afbf409f8e16eaf34e3fe89e6d7a97

Top URLs in Tweet in G8:
[1] https://www.theatlantic.com/health/archive/2021/09/covid-hospitalization-numbers-can-be-misleading/620062/
[1] https://www.inquirer.com/health/coronavirus/pennsylvania-covid-cases-kids-students-schools-2021-20210913.html?utm_source=t.co&cid=Daily+News+Twitter+Account&utm_medium=social&utm_campaign=Daily+News+Twitter+Account
[1] https://www.insider.com/mississippi-teachers-want-mask-mandate-after-thousands-kids-get-covid-2021-8?amp
[1] https://www.businessinsider.com/covid-related-childhood-deaths-in-florida-double-in-a-month-2021-9?amp
[1] https://www.insider.com/children-are-not-supposed-die-children-us-died-covid-19-2021-7?amp
[1] https://www.lehighvalleylive.com/coronavirus/2021/09/weekly-pa-covid-update-cases-among-pa-kids-rise-biden-mandates-vaccines-for-100m-workers.html?outputType=amp
[1] https://www.pennlive.com/coronavirus/2021/09/covid-19-is-coming-back-to-school-too-midstate-districts-say.html?outputType=amp

Top URLs in Tweet in G9:
[1] https://americasfrontlinedoctors.org/videos/the-stand-the-truth-about-the-covid-19-vaccine/

Top URLs in Tweet in G10:
[1] https://twitter.com/JAMES_BASE_ATP/status/1439531904391421952
[1] https://www.webmd.com/lung/news/20210907/masks-limit-covid-spread-study

Top Domains
Top Domains in Tweet in Entire Graph:
[26] twitter.com
[25] foxnews.com
[16] pa.gov
[13] co.uk
[13] apnews.com
[5] businessinsider.com
[5] newsweek.com
[5] theatlantic.com
[5] usnews.com
[3] haaretz.com

Top Domains in Tweet in G1:
[6] twitter.com
[5] pa.gov
[2] nationalreview.com
[1] vaccines.gov
[1] cnbc.com
[1] theepochtimes.com
[1] penndot.gov
[1] msn.com
[1] spotlightpa.org
[1] usnews.com

Top Domains in Tweet in G2:
[25] foxnews.com
[12] apnews.com
[4] theatlantic.com
[3] haaretz.com
[3] twitter.com
[3] usnews.com
[3] reuters.com
[3] theguardian.com
[2] businessinsider.com
[2] co.uk

Top Domains in Tweet in G3:
[10] pa.gov
[2] pacast.com
[1] flickr.com
[1] readingeagle.com
[1] newsweek.com
[1] paauditor.gov
[1] wjactv.com
[1] twitter.com
[1] beckershospitalreview.com

Top Domains in Tweet in G4:
[3] thedailybeast.com
[3] newsweek.com
[2] businessinsider.com
[2] washingtonpost.com
[1] fox2detroit.com
[1] usnews.com
[1] newsone.com
[1] nypost.com

Top Domains in Tweet in G5:
[2] heritagefamilyhealth.org
[1] youtu.be
[1] wgal.com
[1] twitter.com

Top Domains in Tweet in G6:
[1] inquirer.com
[1] forbes.com
[1] politico.com
[1] umn.edu
[1] epa.gov

Top Domains in Tweet in G7:
[11] co.uk
[2] reason.com
[1] pennlive.com
[1] townhall.com
[1] swprs.org
[1] epa.gov
[1] mit.edu
[1] bostonglobe.com
[1] lifesitenews.com
[1] apnews.com

Top Domains in Tweet in G8:
[2] insider.com
[1] theatlantic.com
[1] inquirer.com
[1] businessinsider.com
[1] lehighvalleylive.com
[1] pennlive.com

Top Domains in Tweet in G9:
[1] americasfrontlinedoctors.org

Top Domains in Tweet in G10:
[1] twitter.com
[1] webmd.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[22] covid19
[13] covid
[13] pennsylvania
[9] getvaccinatednow
[4] getvaccinatedasap
[4] maskup
[2] getvaxxednow
[2] covidiots
[2] covid19ab
[2] ui



Top Hashtags in Tweet in G1:
[12] pennsylvania
[5] covid
[2] covid19ab
[1] paproud
[1] gotmyshotpa
[1] covidiots
[1] unmaskourchildren
[1] swo332
[1] 2021swo332
[1] smallbusiness

Top Hashtags in Tweet in G2:
[1] naturalimmunity
[1] freedumb

Top Hashtags in Tweet in G3:
[1] new
[1] inbox
[1] covid
[1] testing
[1] breakthroughcovid
[1] cases
[1] fraud
[1] adversereactions
[1] pennsylvania
[1] covid_19

Top Hashtags in Tweet in G4:
[8] getvaccinatednow
[4] getvaccinatedasap
[2] vaccinessavelives
[2] getvaxxedrightnow
[2] covid19
[2] getvaxxednow
[1] gop
[1] trump
[1] republicans
[1] covid

Top Hashtags in Tweet in G5:
[4] covid
[2] ui
[2] longhaulers
[1] emergency
[1] nationalcleanupday
[1] covidvaccine

Top Hashtags in Tweet in G6:
[1] paproud
[1] gotmyshotpa

Top Hashtags in Tweet in G7:
[1] covid
[1] covid19
[1] realnews
[1] notfake

Top Hashtags in Tweet in G8:
[1] s

Top Hashtags in Tweet in G9:
[17] covid19

Top Words
Top Words in Tweet in Entire Graph:
[2152] covid
[1755] governortomwolf
[782] cases
[775] deaths
[770] unvaccinated
[754] hospitalizations
[747] pennsylvanians
[742] 94
[741] account
[741] 97

Top Words in Tweet in G1:
[1523] covid
[836] governortomwolf
[719] cases
[717] unvaccinated
[717] pennsylvanians
[717] deaths
[716] 97
[715] account
[715] percent
[715] 95

Top Words in Tweet in G2:
[323] governortomwolf
[210] covid
[60] virus
[52] bigstape
[44] vaccine
[42] vaccinated
[41] more
[36] people
[34] home
[34] work

Top Words in Tweet in G3:
[142] governortomwolf
[77] covid
[72] state
[70] vaccine
[70] dcnrnews
[64] pahealthdept
[58] park
[56] clinics
[54] codorus
[51] free

Top Words in Tweet in G4:
[135] governortomwolf
[134] j_mei21
[97] covid
[70] free
[62] live
[61] die
[48] natsechobbyist
[46] until
[44] little
[23] jeannie_hartley

Top Words in Tweet in G5:
[26] covid
[25] governortomwolf
[7] work
[7] pandemic
[7] people
[7] sick
[6] help
[6] potus
[5] please
[5] aoc

Top Words in Tweet in G6:
[48] governortomwolf
[38] covid
[15] people
[11] virus
[10] kids
[9] tlacwise
[8] schools
[8] mask
[7] safe
[6] vaccinated

Top Words in Tweet in G7:
[55] governortomwolf
[26] covid
[16] people
[13] masks
[13] virus
[9] don
[8] _let_love_lead
[7] right
[6] spread
[6] pagop

Top Words in Tweet in G8:
[65] governortomwolf
[61] covid
[22] people
[19] vaccinated
[19] dvessichelli
[18] meyabme
[14] virus
[11] vaccine
[9] unvaccinated
[9] many

Top Words in Tweet in G9:
[18] governortomwolf
[17] #covid19
[17] mtosterholm
[17] covidwatch
[17] scottgottliebmd
[17] covid_canada
[11] govmikedewine
[11] worst
[11] state
[10] govkathyhochul

Top Words in Tweet in G10:
[11] governortomwolf
[10] covid
[8] joshshapiropa
[5] mask
[4] haterz_hatin
[4] stop
[4] spread
[3] pahousedems
[3] masks
[2] jimfkenney

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[751] covid,deaths
[741] covid,hospitalizations
[740] percent,covid
[740] 94,cases
[739] unvaccinated,pennsylvanians
[739] pennsylvanians,account
[739] account,97
[739] 97,percent
[739] deaths,95
[739] 95,covid

Top Word Pairs in Tweet in G1:
[717] covid,deaths
[715] unvaccinated,pennsylvanians
[715] pennsylvanians,account
[715] account,97
[715] 97,percent
[715] percent,covid
[715] deaths,95
[715] 95,covid
[715] covid,hospitalizations
[715] hospitalizations,94

Top Word Pairs in Tweet in G2:
[29] governortomwolf,gtconway3d
[29] nursing,home
[29] bigstape,governortomwolf
[18] governortomwolf,today
[17] today,norristownasd
[17] norristownasd,thank
[17] thank,teachers
[17] teachers,school
[17] school,staff
[17] staff,hard

Top Word Pairs in Tweet in G3:
[58] state,park
[56] vaccine,clinics
[54] governortomwolf,codorus
[54] codorus,state
[48] park,highlight
[48] clinics,offer
[48] offer,free
[48] free,vaccinations
[48] vaccinations,dcnrnews
[39] highlight,pahealthdept

Top Word Pairs in Tweet in G4:
[131] j_mei21,governortomwolf
[61] live,free
[59] governortomwolf,live
[53] die,covid
[48] natsechobbyist,j_mei21
[45] until,die
[44] free,little
[44] little,until
[23] jeannie_hartley,j_mei21
[11] governortomwolf,need

Top Word Pairs in Tweet in G5:
[7] sick,covid
[3] support,aoc
[3] covid,cant
[3] cant,work
[3] height,pandemic
[2] please,reinstate
[2] reinstate,#ui
[2] #covid,#longhaulers
[2] plans,help
[2] people,sick

Top Word Pairs in Tweet in G6:
[9] tlacwise,governortomwolf
[6] governortomwolf,thank
[5] stepheileen2010,tlacwise
[4] buccobird43,governortomwolf
[4] unlesspa,governortomwolf
[4] thank,mask
[4] mask,mandates
[4] mandates,help
[4] help,keep
[4] keep,communities

Top Word Pairs in Tweet in G7:
[8] _let_love_lead,governortomwolf
[6] jernjawn,governortomwolf
[5] jbjmusic99,governortomwolf
[4] 317,days
[4] raywoodland,jbjmusic99
[4] masks,don
[4] governortomwolf,pagop
[4] practiclycharmd,governortomwolf
[4] co,lec7ui6qg1
[4] chercecilia,_let_love_lead

Top Word Pairs in Tweet in G8:
[17] meyabme,governortomwolf
[10] dvessichelli,meyabme
[6] dvessichelli,governortomwolf
[5] vmurph54,governortomwolf
[5] covid,deaths
[5] christi68887223,meyabme
[4] bigstape,chevyguy1965
[4] chevyguy1965,governortomwolf
[3] governortomwolf,unvaccinated
[3] unvaccinated,pennsylvanians

Top Word Pairs in Tweet in G9:
[17] #covid19,mtosterholm
[17] covidwatch,scottgottliebmd
[17] scottgottliebmd,covid_canada
[17] covid_canada,governortomwolf
[10] mtosterholm,govmikedewine
[10] govmikedewine,covidwatch
[7] governortomwolf,govkathyhochul
[4] worst,covid
[4] covid,spreading
[4] spreading,state

Top Word Pairs in Tweet in G10:
[6] joshshapiropa,governortomwolf
[4] haterz_hatin,joshshapiropa
[4] spread,covid
[3] stop,spread
[2] jimfkenney,phlcouncil
[2] phlcouncil,governortomwolf
[2] governortomwolf,dwightevanspa
[2] dwightevanspa,repdean
[2] repdean,repbrianfitz
[2] repbrianfitz,repkevinboyle

Top Replied-To
Top Replied-To in Entire Graph:
@governortomwolf
@j_mei21
@bigstape
@dvessichelli
@uncommonsensepa
@reopenpa
@larry29423660
@zachery_nick
@governorsoffice
@jdinnerbucket

Top Replied-To in G1:
@governortomwolf
@wackie305
@troyeru90
@photosbywendyb
@davekellar
@pinklemonadepie
@rpgirl27

Top Replied-To in G2:
@bigstape
@governortomwolf
@uncommonsensepa
@larry29423660
@reopenpa
@zachery_nick
@partylotus
@jdinnerbucket
@kimberlytravel
@fr33kswife

Top Replied-To in G3:
@governortomwolf
@governorsoffice
@nycmayor
@cdcgov
@sbarnettjamison
@thataboy10
@dcnrnews
@fosveny
@russdiamond
@thomas_johnn

Top Replied-To in G4:
@j_mei21
@natsechobbyist
@heatstrokev2
@bokee123
@hilbertbrian78
@deathinalibrary

Top Replied-To in G5:
@governortomwolf
@cnn
@cnnbrk
@oilluted
@ashleyyheavner
@j_mei21
@mollybilinski
@eagle_rican

Top Replied-To in G6:
@governortomwolf
@stepheileen2010
@wendpanga
@birchbriar21
@all4biznez
@farmshowcomplex
@jimmyrunsmoney
@sheilayoung61
@mysticallibra13
@chuckthemuckra1

Top Replied-To in G7:
@governortomwolf
@jernjawn
@ladyaudrey37
@ragomaria1
@lauraleeblog
@practiclycharmd
@e_pomian
@karbala502
@jmbwritesstuff
@_let_love_lead

Top Replied-To in G8:
@dvessichelli
@bigstape
@governortomwolf
@christi68887223
@vmurph54
@meyabme
@tonymango5
@nancyfuqindrew
@ratioscientiae
@willambrown11

Top Replied-To in G10:
@haterz_hatin
@jimfkenney
@freedomisgreen
@____j_j______
@glock43xx
@joshshapiropa

Top Mentioned
Top Mentioned in Entire Graph:
@governortomwolf
@j_mei21
@dcnrnews
@pahealthdept
@natsechobbyist
@governorsoffice
@norristownasd
@gtconway3d
@jeannie_hartley
@bradh36

Top Mentioned in G1:
@governortomwolf
@epochtimes
@governorsoffice
@everyhumanknows
@penndotnews
@norristownasd
@pahealthdept
@dcnrnews
@esuniversity
@mystlukes

Top Mentioned in G2:
@governortomwolf
@gtconway3d
@norristownasd
@bradh36
@bigstape
@jospoke1
@justtheletterl
@dorigan23
@heat_meiser
@reopenpa

Top Mentioned in G3:
@governortomwolf
@dcnrnews
@pahealthdept
@governorsoffice
@potus
@paphysgen
@norristownasd
@esuniversity
@mystlukes
@pahealth

Top Mentioned in G4:
@governortomwolf
@j_mei21
@natsechobbyist
@jeannie_hartley
@cdcgov
@thedailybeast
@ar_de_122
@ohoevie
@bajportland
@ltanner70

Top Mentioned in G5:
@governortomwolf
@potus
@aoc
@vp
@joebiden
@speakerpelosi
@ap
@sentoomey
@senbobcasey
@secupp

Top Mentioned in G6:
@governortomwolf
@tlacwise
@unlesspa
@pennsylvaniagov
@stepheileen2010
@buccobird43
@dasd_schools
@sanesenator
@farmshowcomplex
@norristownasd

Top Mentioned in G7:
@governortomwolf
@pagop
@_let_love_lead
@tomwolfpa
@raywoodland
@jbjmusic99
@chercecilia
@jernjawn
@conserv26124251
@practiclycharmd

Top Mentioned in G8:
@governortomwolf
@meyabme
@dvessichelli
@chevyguy1965
@curlyqnpr
@tonymango5
@wackie305
@fr33kswife
@jumac15
@abigaila1972

Top Mentioned in G9:
@governortomwolf
@mtosterholm
@covidwatch
@scottgottliebmd
@covid_canada
@govmikedewine
@govkathyhochul
@govmurphy
@briankempga
@dougburgum

Top Mentioned in G10:
@governortomwolf
@joshshapiropa
@pahousedems
@phlcouncil
@dwightevanspa
@repdean
@repbrianfitz
@repkevinboyle
@cherelleparker9
@james_base_atp

Top Tweeters
Top Tweeters in Entire Graph:
@pas5974
@morgfair
@princessbravato
@morvjn
@deathtocrazy
@troubleddays
@jeannie_hartley
@squirrel1110
@trumpwatchnews
@fwdcrocblu

Top Tweeters in G1:
@pas5974
@morgfair
@morvjn
@deathtocrazy
@troubleddays
@badstiles
@jjmplsmn
@cmargaronis
@mijomojo1
@amsmadwoman

Top Tweeters in G2:
@mrpshropshire
@bigstape
@lthomps54
@gtconway3d
@nani2350
@campball1900
@rbabanksoleprop
@jospoke1
@klasscarol
@cappadoniae

Top Tweeters in G3:
@fwdcrocblu
@coachweaver3
@nanelvisfan
@kdavcor
@iridescentashes
@lirehirsch
@ladyoldandgray
@jp1dp2
@carmosteph
@rrossachacj

Top Tweeters in G4:
@princessbravato
@jeannie_hartley
@squirrel1110
@trumpwatchnews
@oufenix
@debr3322
@theriverwanders
@thedailybeast
@ltanner70
@rudefulk

Top Tweeters in G5:
@foxnews
@cnn
@bbcworld
@nbcnews
@cbsnews
@6abc
@ap
@wgal
@npr
@cnnpolitics

Top Tweeters in G6:
@tonyseig
@philapsr
@jillryannikita
@unlesspa
@doofus_loofus
@vumhofer
@imapeepels
@sheilayoung61
@revjonathanb
@notmarkwalsh

Top Tweeters in G7:
@digyoursoul
@pleasesaveour
@midsummer_dream
@_let_love_lead
@pagop
@ragomaria1
@mjsisko
@phlrebelheart
@forscouse
@briansimspa

Top Tweeters in G8:
@abigaila1972
@rewinn
@coltstaylor
@fryingpan2005
@ratioscientiae
@dankrueger13
@chevyguy1965
@mikefabus
@meyabme
@blacklightspark

Top Tweeters in G9:
@scottgottliebmd
@govmurphy
@govmikedewine
@gregabbott_tx
@govkathyhochul
@govparsonmo
@govraimondo
@govricketts
@governorbullock
@govkristinoem

Top Tweeters in G10:
@fox29philly
@shelby3a
@thelastword
@pahousedems
@pasenatedems
@allinwithchris
@freedomisgreen
@maddow
@sfox8802
@james_base_atp