(corona OR virus OR covid) (%22Gov PA%22 OR GovernorTomWolf), Twitter, 5/10/2021 2:21:39 AM, 254509


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(corona OR virus OR covid) (%22Gov PA%22 OR GovernorTomWolf)_2021-05-09_18-09-24.xlsx
(corona OR virus OR covid) ("Gov PA" OR GovernorTomWolf)_2021-05-09_18-09-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 10, 2021
Short Description:
(corona OR virus OR covid) ("Gov PA" OR GovernorTomWolf) via NodeXL https://bit.ly/3tALQXX
@governortomwolf
@mukaramsyed1
@cranberrywx
@dbut53
@kazzim10073
@j_lem21
@georgesolis
@phillymayor
@bigstape
@jaybyrdbird

Top hashtags:
#covid19
#breaking
#covid

Description:
Description
The graph represents a network of 1,918 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, 10 May 2021 at 01:10 UTC.

The requested start date was Monday, 10 May 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, 10-hour, 39-minute period from Monday, 26 April 2021 at 01:43 UTC to Sunday, 09 May 2021 at 12:23 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 : 1918
Unique Edges : 1767
Edges With Duplicates : 3520
Total Edges : 5287
Number of Edge Types : 5
Retweet : 1421
MentionsInRetweet : 2481
Replies to : 394
Mentions : 942
Tweet : 49
Self-Loops : 51
Reciprocated Vertex Pair Ratio : 0.0119852489244007
Reciprocated Edge Ratio : 0.0236866079562709
Connected Components : 21
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 1890
Maximum Edges in a Connected Component : 5235
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.313289
Graph Density : 0.000895614291316975
Modularity : 0.417881
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,918 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, 10 May 2021 at 01:10 UTC.

The requested start date was Monday, 10 May 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, 10-hour, 39-minute period from Monday, 26 April 2021 at 01:43 UTC to Sunday, 09 May 2021 at 12:23 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:
[13] https://twitter.com/GovernorTomWolf/status/1389625059409530880
[6] https://www.pa.gov/get-vaccinated
[5] https://twitter.com/GovernorTomWolf/status/1389206770988560385
[5] https://twitter.com/governortomwolf/status/1389625059409530880
[3] https://twitter.com/GovernorTomWolf/status/1390705485284732935
[3] https://twitter.com/GovernorTomWolf/status/1388161232092360707
[3] https://www.fox44news.com/news/indias-crematoriums-overwhelmed-as-virus-swallows-people/amp/?__twitter_impression=true
[3] https://www.governor.pa.gov/newsroom/wolf-administration-and-rite-aid-partner-to-ease-covid-19-vaccine-scheduling-for-people-with-intellectual-disabilities-and-autism/
[2] https://health.clevelandclinic.org/when-should-you-get-vaccinated-if-youve-had-covid-19/
[2] https://twitter.com/GovernorTomWolf/status/1387829037448384514

Top URLs in Tweet in G1:
[6] https://www.pa.gov/get-vaccinated
[2] https://www.pennlive.com/coronavirus/2021/04/covid-19-in-pa-more-than-5-million-have-received-at-least-one-dose.html?utm_source=twitter&utm_campaign=pennlive_sf&utm_medium=social
[2] https://onwardstate.com/2021/05/05/governor-tom-wolf-penn-state-football-encourage-vaccinations-during-happy-valley-visit/?ppp=464066-0
[1] https://www.pennlive.com/news/2021/05/pa-senators-ask-gov-wolf-to-lift-covid-19-restrictions-at-start-of-memorial-day-weekend.html?utm_campaign=pennlive_sf&utm_medium=social&utm_source=facebook&fbclid=IwAR2PQmxfX7t4fEFLL358ccG9Vlck0titp9pMG0Z4NTWzeaPI_U9RERN3W5I
[1] https://www.miamiherald.com/news/local/immigration/article250950029.html
[1] https://www.wtae.com/article/pennsylvania-covid-vaccine-cvs-walk-in-appointments/36341239?utm_campaign=snd-autopilot
[1] https://twitter.com/aubrey_huff/status/1390531658797830145
[1] https://www.theguardian.com/environment/2021/may/06/cut-methane-emissions-rapidly-fight-climate-disasters-un-report-greenhouse-gas-global-heating
[1] https://twitter.com/drscottjensen/status/1390361747991666689
[1] https://vaccines.gov/

Top URLs in Tweet in G2:
[2] https://www.governor.pa.gov/newsroom/gov-wolf-recognizes-three-department-of-corrections-employees-for-their-mitigation-actions-combatting-covid-19/
[2] https://www.nih.gov/news-events/nih-research-matters/lasting-immunity-found-after-recovery-covid-19?fbclid=IwAR3VjsDvC7oPTadCUED4HAk7G0q0AQE3u5lcJ3H5NOvaT7Xk4OpDyv6ip5M
[1] https://nbcphiladelphia.com/
[1] https://telemundo62.com/
[1] https://www.media.pa.gov/Pages/Health-Details.aspx?newsid=1437
[1] https://www.mcall.com/sports/auto-racing/mc-spt-pocono-raceway-nascar-doubleheader-20210507-guaezkkg6ve4jnhlqdr6wawvzm-story.html
[1] https://www.governor.pa.gov/newsroom/wolf-administration-celebrates-five-dced-staffers-for-covid-19-response-recovery-efforts-with-businesses-municipalities/
[1] https://www.governor.pa.gov/newsroom/gov-wolf-health-agencies-community-partners-helping-pennsylvanians-who-cannot-leave-home-receive-covid-19-vaccine/
[1] https://www.governor.pa.gov/newsroom/pennsylvania-covid-19-early-warning-monitoring-dashboard-update-for-april-16-22/
[1] https://www.governor.pa.gov/newsroom/gov-wolf-tours-washington-county-covid-19-vaccine-clinic-to-discuss-progress-rural-outreach-and-hesitancy/

Top URLs in Tweet in G4:
[3] https://www.fox44news.com/news/indias-crematoriums-overwhelmed-as-virus-swallows-people/amp/?__twitter_impression=true
[2] https://www.aamc.org/news-insights/6-myths-about-covid-19-vaccines-debunked
[1] https://www.nytimes.com/2020/12/08/health/covid-vaccine-mask.html
[1] https://www.ucsf.edu/news/2020/06/417906/still-confused-about-masks-heres-science-behind-how-face-masks-prevent
[1] https://www.hsph.harvard.edu/news/hsph-in-the-news/a-sharp-drop-in-flu-cases-during-covid-19-pandemic/
[1] https://www.washingtonpost.com/nation/2021/05/04/coronavirus-covid-live-updates-us/
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html?s_cid=10492:what%20in%20the%20covid%20vaccine:sem.ga:p:RG:GM:gen:PTN:FY21
[1] https://www.fox44news.com/news/indias-crematoriums-overwhelmed-as-virus-swallows-people/
[1] https://www.inquirer.com/news/covid-19-vaccine-gritty-wolf-fema-clinic-20210503.html?utm_source=t.co&utm_campaign=edit_social_share_twitter_traffic&utm_medium=social&utm_content=&utm_term=&int_promo=

Top URLs in Tweet in G5:
[2] https://www.theatlantic.com/politics/archive/2021/05/liberals-covid-19-science-denial-lockdown/618780/
[1] https://academictimes.com/states-with-gop-governors-had-worse-covid-19-outcomes/
[1] https://www.nytimes.com/interactive/2021/us/pennsylvania-covid-cases.html
[1] https://www.hopkinsmedicine.org/health/conditions-and-diseases/coronavirus/covid-19-vaccine-what-you-need-to-know
[1] http://booster.You
[1] https://www.dailylocal.com/news/coronavirus/covid-19-sends-west-chester-students-back-home/article_1f6f507e-a2db-11eb-b4c2-af2774870d4a.html

Top URLs in Tweet in G6:
[2] https://www.theguardian.com/world/2021/apr/13/sweden-has-highest-new-covid-cases-per-person-in-europe
[1] https://www.heritage.org/data-visualizations/public-health/covid-19-death-rates-by-state/
[1] https://twitter.com/governortomwolf/status/1387013776801738752
[1] https://www.governor.pa.gov/newsroom/governor-wolf-and-health-secretary-issue-stay-at-home-orders-to-7-counties-to-mitigate-spread-of-covid-19/
[1] https://www.jhsph.edu/news/news-releases/2021/as-cases-spread-across-us-last-year-pattern-emerged-suggesting-link-between-governors-party-affiliation-and-covid-19-case-and-death-numbers.html
[1] https://www.governor.pa.gov/newsroom/governor-wolf-signs-fourth-renewal-of-covid-19-disaster-declaration-to-aid-in-response-and-recovery/
[1] https://pittsburgh.cbslocal.com/2021/05/03/pennsylvania-gov-tom-wolf-lifting-covid-19-restrictions/
[1] https://informedchoicewa.org/news/march-2020-cdc-changed-guidance-on-death-certificates-for-covid-19-only/
[1] https://www.cdc.gov/nchs/data/nvss/coronavirus/Alert-2-New-ICD-code-introduced-for-COVID-19-deaths.pdf
[1] https://pubmed.ncbi.nlm.nih.gov/32047895/

Top URLs in Tweet in G7:
[2] https://health.clevelandclinic.org/when-should-you-get-vaccinated-if-youve-had-covid-19/
[2] https://www.webmd.com/vaccines/covid-19-vaccine/news/20201027/early-vaccines-wil-prevent-symptoms-not-virus
[2] https://www.thegatewaypundit.com/2021/05/vaccinated-country-earth-closes-schools-sports-covid-cases-surge-35-new-cases-fully-vacinated/
[2] https://www.theepochtimes.com/at-least-9245-americans-tested-positive-for-covid-19-after-vaccination-132-dead_3798410.html?utm_source=partner&utm_campaign=gp
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/vaccine-benefits.html
[1] https://www.washingtonpost.com/health/interactive/2021/covid-children-deaths/
[1] https://www.cdc.gov/nchs/data/nvss/coronavirus/cause-of-death-data-quality.pdf
[1] https://www.cdc.gov/nchs/data/nvss/coronavirus/Alert-1-Guidance-for-Certifying-COVID-19-Deaths.pdf
[1] https://www.bmj.com/content/373/bmj.n1005

Top URLs in Tweet in G8:
[2] https://www.foxnews.com/health/mit-study-covid-social-distancing
[1] https://www.theatlantic.com/ideas/archive/2021/05/the-people-who-wont-get-the-vaccine/618765/
[1] https://twitter.com/governortomwolf/status/1390017572628795396
[1] https://bit.ly/2QlKOl1
[1] https://twitter.com/cortessteve/status/1387157262830014469
[1] https://6abc.com/education/lower-merion-investigating-covid-outbreak-in-2nd-grade-class/10548676/
[1] https://slate.com/news-and-politics/2021/02/lancet-study-40-percent-u-s-covid-19-coronavirus-deaths-avoidable-unnecessary.html

Top URLs in Tweet in G9:
[2] https://www.uchealth.org/today/the-truth-about-asymptomatic-spread-of-covid-19/
[2] https://news.yahoo.com/10m-kids-could-pfizer-covid-154806231.html
[1] https://www.unite4truth.com/post/of-near-4-000-total-1-000-post-covid-19-vaccine-deaths-occur-within-1-day-europe-uk-injuries-soar

Top URLs in Tweet in G10:
[2] https://www.gofundme.com/f/urgent-covid-relief-for-india-fundraiser-for-imrc

Top Domains
Top Domains in Tweet in Entire Graph:
[51] twitter.com
[38] pa.gov
[7] cdc.gov
[6] pennlive.com
[4] nytimes.com
[4] fox44news.com
[3] mcall.com
[3] theguardian.com
[3] local21news.com
[3] nih.gov

Top Domains in Tweet in G1:
[11] pa.gov
[8] twitter.com
[4] pennlive.com
[2] mcall.com
[2] onwardstate.com
[1] miamiherald.com
[1] wtae.com
[1] theguardian.com
[1] vaccines.gov
[1] psu.edu

Top Domains in Tweet in G2:
[18] pa.gov
[2] nbcphiladelphia.com
[2] nih.gov
[1] telemundo62.com
[1] mcall.com
[1] upmc.com
[1] wordpress.com
[1] wtae.com
[1] fda.gov
[1] twitter.com

Top Domains in Tweet in G4:
[4] fox44news.com
[2] aamc.org
[1] nytimes.com
[1] ucsf.edu
[1] harvard.edu
[1] washingtonpost.com
[1] cdc.gov
[1] inquirer.com

Top Domains in Tweet in G5:
[2] theatlantic.com
[1] academictimes.com
[1] nytimes.com
[1] hopkinsmedicine.org
[1] booster.you
[1] dailylocal.com

Top Domains in Tweet in G6:
[2] pa.gov
[2] theguardian.com
[1] heritage.org
[1] twitter.com
[1] jhsph.edu
[1] cbslocal.com
[1] informedchoicewa.org
[1] cdc.gov
[1] nih.gov
[1] 6abc.com

Top Domains in Tweet in G7:
[3] cdc.gov
[2] clevelandclinic.org
[2] webmd.com
[2] thegatewaypundit.com
[2] theepochtimes.com
[1] washingtonpost.com
[1] bmj.com

Top Domains in Tweet in G8:
[2] twitter.com
[2] foxnews.com
[1] theatlantic.com
[1] bit.ly
[1] 6abc.com
[1] slate.com

Top Domains in Tweet in G9:
[2] uchealth.org
[2] yahoo.com
[1] unite4truth.com

Top Domains in Tweet in G10:
[2] gofundme.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12] covid19
[10] breaking
[9] covid
[4] pennsylvania
[3] children
[3] gotmyshotpa
[3] pennsylvanians
[2] phled
[2] vaccinated
[1] vaccinate



Top Hashtags in Tweet in G1:
[4] covid
[2] gotmyshotpa
[2] covid19
[1] nursesday
[1] vaccinate
[1] covidvacccine
[1] superheroday
[1] paproud
[1] firstresponders
[1] correctionsweek

Top Hashtags in Tweet in G2:
[6] covid19
[1] covid
[1] vaxxed
[1] covidiots
[1] wearamask
[1] vaccinated
[1] nascar

Top Hashtags in Tweet in G5:
[1] murderer

Top Hashtags in Tweet in G6:
[1] krasner

Top Hashtags in Tweet in G8:
[1] gotmyshotpa
[1] economiccrisis
[1] gopepicmismanagement

Top Hashtags in Tweet in G9:
[3] children

Top Words
Top Words in Tweet in Entire Graph:
[1891] governortomwolf
[1673] covid
[997] pennsylvania
[966] 70
[961] mitigation
[956] 31
[952] orders
[951] lifted
[947] effective
[946] lifting

Top Words in Tweet in G1:
[1111] governortomwolf
[1100] covid
[928] pennsylvania
[899] 70
[897] mitigation
[890] orders
[890] order
[890] lifted
[889] 31
[888] masking

Top Words in Tweet in G2:
[164] governortomwolf
[141] covid
[81] 19
[77] today
[65] vaccine
[54] pahealthdept
[52] announced
[40] administration
[40] coordination
[38] governorsoffice

Top Words in Tweet in G3:
[114] govmurphy
[114] governortomwolf
[113] nygovcuomo
[113] govwhitmer
[113] gavinnewsom
[111] going
[111] held
[111] accountable
[111] putting
[110] jason_meister

Top Words in Tweet in G4:
[126] governortomwolf
[107] covid
[73] nhlflyers
[72] grittynhl
[71] pennsylvanians
[69] today
[69] take
[69] shot
[68] urge
[68] part

Top Words in Tweet in G5:
[63] governortomwolf
[54] covid
[22] vaccine
[14] virus
[12] kids
[11] 19
[10] please_bekind
[10] ppl
[10] people
[9] flu

Top Words in Tweet in G6:
[75] governortomwolf
[67] covid
[22] wolfgames2021
[22] pennsyltuckyjca
[21] drcossacktwitch
[16] psu7893
[14] virus
[13] people
[11] death
[10] j_lem21

Top Words in Tweet in G7:
[65] governortomwolf
[60] covid
[27] vaccine
[14] antibodies
[12] people
[11] more
[11] death
[10] data
[10] one
[10] janettekirchner

Top Words in Tweet in G8:
[34] governortomwolf
[22] covid
[9] potus
[8] virus
[8] vaccine
[6] masks
[6] pa
[6] beth_meszaros
[6] people
[5] cdcgov

Top Words in Tweet in G9:
[20] governortomwolf
[19] govbilllee
[13] gregabbott_tx
[12] govdanmckee
[12] scgovernorpress
[12] govkristinoem
[12] govherbert
[12] govphilscott
[11] wuffmetelica
[11] gove

Top Words in Tweet in G10:
[2] urgent
[2] covid
[2] relief
[2] india
[2] imrc_usa
[2] audreytruschke
[2] mehdirhasan
[2] fareedzakaria
[2] shakspeak

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[950] covid,mitigation
[945] mitigation,orders
[939] lifting,covid
[937] effective,31
[937] masking,order
[937] lifted,70
[935] order,lifted
[933] orders,masking
[932] 31,lifting
[930] 70,pennsylvania

Top Word Pairs in Tweet in G1:
[894] covid,mitigation
[886] mitigation,orders
[886] masking,order
[885] effective,31
[885] lifted,70
[884] 70,pennsylvania
[883] lifting,covid
[883] order,lifted
[882] orders,masking
[881] 31,lifting

Top Word Pairs in Tweet in G2:
[81] covid,19
[49] 19,vaccine
[37] pahealthdept,governortomwolf
[36] announced,today
[35] governortomwolf,administration
[35] administration,coordination
[35] coordination,covid
[35] vaccine,joint
[35] joint,task
[35] task,force

Top Word Pairs in Tweet in G3:
[113] nygovcuomo,govmurphy
[113] govmurphy,govwhitmer
[111] govwhitmer,governortomwolf
[111] governortomwolf,gavinnewsom
[111] gavinnewsom,going
[111] going,held
[111] held,accountable
[111] accountable,putting
[110] jason_meister,nygovcuomo
[12] putting,câ

Top Word Pairs in Tweet in G4:
[72] nhlflyers,grittynhl
[69] governortomwolf,today
[68] grittynhl,urge
[68] urge,pennsylvanians
[68] pennsylvanians,take
[68] take,shot
[68] shot,part
[68] part,solution
[66] today,nhlflyers
[66] solution,covid

Top Word Pairs in Tweet in G5:
[11] covid,19
[10] please_bekind,governortomwolf
[8] justabadcat,governortomwolf
[7] anthony67224334,governortomwolf
[5] covid,vaccine
[4] jbwifeof,please_bekind
[4] getting,covid
[3] risk,covid
[3] died,covid
[3] governortomwolf,covid

Top Word Pairs in Tweet in G6:
[22] pennsyltuckyjca,governortomwolf
[10] drcossacktwitch,pennsyltuckyjca
[8] wolfgames2021,pennsyltuckyjca
[7] j_lem21,wolfgames2021
[7] psu7893,drcossacktwitch
[6] sherrisup,governortomwolf
[6] jeffnewberry,governortomwolf
[6] tom,wolf
[5] covid,covid
[5] hardunkichud_d,governortomwolf

Top Word Pairs in Tweet in G7:
[7] covid,19
[6] r5philly,sheilayoung61
[6] thelastaesir,governortomwolf
[5] sheilayoung61,katniss018
[5] katniss018,governortomwolf
[5] natural,immunity
[5] janettekirchner,governortomwolf
[5] adventurebae1,governortomwolf
[5] trailnymph,governortomwolf
[3] fully,vaccinated

Top Word Pairs in Tweet in G8:
[6] beth_meszaros,governortomwolf
[5] governortomwolf,potus
[4] covid,19
[4] virus',work
[4] r0yalewcheese,governortomwolf
[3] governortomwolf,vaccine
[2] potus,cdcgov
[2] cdcgov,governortomwolf
[2] governortomwolf,damn
[2] damn,masks

Top Word Pairs in Tweet in G9:
[12] governortomwolf,govdanmckee
[12] govdanmckee,scgovernorpress
[12] scgovernorpress,govkristinoem
[12] govkristinoem,govbilllee
[12] govbilllee,gregabbott_tx
[12] gregabbott_tx,govherbert
[12] govherbert,govphilscott
[11] wuffmetelica,governortomwolf
[11] govphilscott,gove
[7] govrondesantis,governortomwolf

Top Word Pairs in Tweet in G10:
[2] urgent,covid
[2] covid,relief
[2] relief,india
[2] india,imrc_usa
[2] imrc_usa,audreytruschke
[2] audreytruschke,mehdirhasan
[2] mehdirhasan,fareedzakaria
[2] fareedzakaria,shakspeak

Top Replied-To
Top Replied-To in Entire Graph:
@governortomwolf
@drcossacktwitch
@janettekirchner
@wolfgames2021
@r5philly
@zurac3
@r0yalewcheese
@anthony67224334
@governorsoffice
@j_lem21

Top Replied-To in G1:
@governortomwolf
@reploubarletta
@autumn_johnson_
@pennlive
@lillmeatball
@matt_sheibley
@amywadas
@lthomps54

Top Replied-To in G2:
@governortomwolf
@governorsoffice
@iridescentashes
@paphysgen
@dvessichelli
@miz_eisenhower
@runnerkid83
@theo_johnson_
@rmfitz17
@zurac3

Top Replied-To in G3:
@vosvoice67

Top Replied-To in G4:
@kelly_k_77
@bigstape
@mf_fod
@governortomwolf
@tylerlsims
@angel_latorrep3
@gealfaol
@drcossacktwitch
@menodolce

Top Replied-To in G5:
@anthony67224334
@governortomwolf
@justabadcat
@dwellewd1
@s_veeco
@please_bekind
@123ems
@alexrobertson53
@kathyinbluebell
@brendan85240221

Top Replied-To in G6:
@drcossacktwitch
@wolfgames2021
@commons69917449
@governortomwolf
@dekehopper
@j_lem21
@psu7893
@dav5
@alchemywizzard
@jeffnewberry

Top Replied-To in G7:
@governortomwolf
@janettekirchner
@r5philly
@trailnymph
@lmtlmtlmt
@zurac3
@kosherpiggies2
@niko32988455
@mfox_dreams
@jenkinsshaq

Top Replied-To in G8:
@governortomwolf
@r0yalewcheese
@beth_meszaros
@potus
@1jamielyn84
@gone_viking1000
@pbreezesteve
@diane1999
@dorigan23
@makerothings2

Top Replied-To in G9:
@governortomwolf

Top Mentioned
Top Mentioned in Entire Graph:
@governortomwolf
@govmurphy
@govwhitmer
@nygovcuomo
@gavinnewsom
@jason_meister
@nhlflyers
@grittynhl
@pahealthdept
@reploubarletta

Top Mentioned in G1:
@governortomwolf
@reploubarletta
@senatorcosta
@matt_sheibley
@onwardstate
@pahealthdept
@blankslate2017
@pennslytckysue
@pennlive
@potus

Top Mentioned in G2:
@governortomwolf
@pahealthdept
@governorsoffice
@pahealthsec
@riteaid
@penn_state
@poconoraceway
@mikekellypa
@nhlflyers
@upmcnews

Top Mentioned in G3:
@govmurphy
@governortomwolf
@nygovcuomo
@govwhitmer
@gavinnewsom
@jason_meister
@b_gawk
@chriswalsh5
@vosvoice67

Top Mentioned in G4:
@governortomwolf
@nhlflyers
@grittynhl
@antp321
@vicgetslaid1095
@kattnerpaul
@gealfaol
@jennamarie001
@_sarahnade_me

Top Mentioned in G5:
@governortomwolf
@please_bekind
@justabadcat
@anthony67224334
@jbwifeof
@misselectric86
@dwellewd1
@janlouzel
@beth_meszaros
@mousey843

Top Mentioned in G6:
@governortomwolf
@pennsyltuckyjca
@psu7893
@wolfgames2021
@drcossacktwitch
@j_lem21
@sherrisup
@jeffnewberry
@theetti66
@hardunkichud_d

Top Mentioned in G7:
@governortomwolf
@sheilayoung61
@katniss018
@adventurebae1
@thelastaesir
@sea_sheppard
@matteowhite_
@trailnymph
@jeffnewberry
@timothy_f

Top Mentioned in G8:
@governortomwolf
@potus
@cdcgov
@beth_meszaros
@c4n4bisking
@1jamielyn84
@bin_sober
@senbobcasey
@sentoomey
@mikekellypa

Top Mentioned in G9:
@governortomwolf
@govbilllee
@gregabbott_tx
@govdanmckee
@scgovernorpress
@govkristinoem
@govherbert
@govphilscott
@wuffmetelica
@gove

Top Mentioned in G10:
@imrc_usa
@audreytruschke
@mehdirhasan
@fareedzakaria
@shakspeak
@mukaramsyed1
@m
@muqtedarkhan
@rezaaslan
@rashidatlaib

Top Tweeters
Top Tweeters in Entire Graph:
@openletterbot
@qbankendy
@famouspixs
@theoddgirl18
@all435reps
@simplify77
@austinlouis5
@coachweaver3
@nytimes
@paulmick

Top Tweeters in G1:
@openletterbot
@laurahennesse11
@feinberg_linda
@belladonamodels
@wcgirl1
@queerjohnpa
@pmccy
@kidgolferman
@ryl5858
@chipp_skylark

Top Tweeters in G2:
@famouspixs
@theoddgirl18
@austinlouis5
@coachweaver3
@paulmick
@wpxi
@wtae
@iridescentashes
@nbcphiladelphia
@twilight2000

Top Tweeters in G3:
@qbankendy
@portersumari
@lsferguson
@cecyhanna
@tommienash4tn27
@pmatons
@cat17534
@beaucards
@antoinotabot
@kraziekate6

Top Tweeters in G4:
@debrahange1
@nccaniac42
@phillyinquirer
@jp1dp2
@sahidkapadia3
@bigstape
@big_loags
@thejosephbarnes
@sweetmomb
@thatjoshkail

Top Tweeters in G5:
@brendan85240221
@astoraaron
@kathyinbluebell
@ditulliomary
@stillson_14
@reopenpa
@janlouzel
@s_veeco
@blueskyrippers
@snoggymack

Top Tweeters in G6:
@stvyellowstone
@dadrobs
@chrisonsocials
@djsmittyp
@karlamopa
@jeffnewberry
@nolefturn1
@im_jf3
@hardunkichud_d
@jrdblades

Top Tweeters in G7:
@janettekirchner
@alaskacryptogi1
@katniss018
@acended
@kimberlytravel
@bredesigns
@matteowhite_
@r5philly
@thelastaesir
@sea_sheppard

Top Tweeters in G8:
@jaketapper
@isawthesethings
@cdcgov
@visitpa
@gary4z
@dorigan23
@cdcdirector
@beth_meszaros
@sandismithusa
@senbobcasey

Top Tweeters in G9:
@simplify77
@truthseeker6761
@jganos
@bellhappe
@lovemaryspeakor
@sashagladio
@realityofjnj
@ruffgsd
@wuffmetelica
@lindao888

Top Tweeters in G10:
@nytimes
@washingtonpost
@fox29philly
@lancasteronline
@mehdirhasan
@rezaaslan
@amnestyusa
@ilhanmn
@rashidatlaib
@muqtedarkhan