(corona OR virus OR covid) (%22Gov PA%22 OR GovernorTomWolf), Twitter, 9/14/2020 12:20:16 AM, 235145


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(corona OR virus OR covid) (%22Gov PA%22 OR GovernorTomWolf)_2020-09-13_17-06-06.xlsx
(corona OR virus OR covid) ("Gov PA" OR GovernorTomWolf)_2020-09-13_17-06-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 14, 2020
Short Description:
(corona OR virus OR covid) ("Gov PA" OR GovernorTomWolf) via NodeXL https://bit.ly/3irggas
@governortomwolf
@atwarwithwolf
@fettermanlt
@secretarylevine
@governorsoffice
@michele_awb
@nygovcuomo
@luvinlifew
@snuewave
@fams2gether

Top hashtags:
#covid
#covid19

Description:
Description
The graph represents a network of 3,128 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, 14 September 2020 at 00:08 UTC.

The requested start date was Monday, 14 September 2020 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 11-day, 13-hour, 17-minute period from Monday, 31 August 2020 at 00:19 UTC to Friday, 11 September 2020 at 13:37 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 : 3128
Unique Edges : 5296
Edges With Duplicates : 7238
Total Edges : 12534
Number of Edge Types : 5
Mentions : 3152
Replies to : 1746
MentionsInRetweet : 5510
Retweet : 2043
Tweet : 83
Self-Loops : 94
Reciprocated Vertex Pair Ratio : 0.0179556239579325
Reciprocated Edge Ratio : 0.0352778127756079
Connected Components : 18
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 3109
Maximum Edges in a Connected Component : 12470
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.449669
Graph Density : 0.000811449981474772
Modularity : 0.361469
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 3,128 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, 14 September 2020 at 00:08 UTC.

The requested start date was Monday, 14 September 2020 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 11-day, 13-hour, 17-minute period from Monday, 31 August 2020 at 00:19 UTC to Friday, 11 September 2020 at 13:37 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:
[19] https://twitter.com/jcho710/status/1282737755152240641?s=19
[16] https://nbc25news.com/news/local/cdc-94-of-covid-19-deaths-had-underlying-medical-conditions
[16] https://www.wtae.com/article/pennsylvania-gov-wolf-asks-lawmakers-legalize-marijuana-spend-coronavirus-funds/33793740
[12] https://www.thegatewaypundit.com/2020/08/shock-report-week-cdc-quietly-updated-covid-19-numbers-9210-americans-died-covid-19-alone-rest-serious-illnesses/
[10] https://twitter.com/jcho710/status/1282738290852954112?s=19
[8] https://www.justice.gov/opa/pr/department-justice-requesting-data-governors-states-issued-covid-19-orders-may-have-resulted
[8] https://action.momsrising.org/sign/Berks
[8] https://local12.com/news/nation-world/cdc-94-of-covid-19-deaths-had-underlying-medical-conditions-coronavirus-centers-for-disease-control
[7] https://twitter.com/GovernorTomWolf/status/1302229997982105600
[7] https://www.governor.pa.gov/covid-19/sports-guidance/

Top URLs in Tweet in G1:
[8] https://action.momsrising.org/sign/Berks
[7] https://enviroklenzairpurifiers.com/enviroklenz-mobile-air-system-promotion/?ap_id=SOSSTSE
[6] https://www.governor.pa.gov/covid-19/sports-guidance/
[5] https://www.governor.pa.gov/newsroom/gov-wolf-and-lt-gov-fetterman-renew-call-for-legislature-to-take-up-legalization-of-adult-use-cannabis-to-help-with-covid-recovery-restorative-justice/
[4] https://www.governor.pa.gov/newsroom/gov-wolf-signs-second-renewal-of-covid-19-disaster-declaration-for-state-response-and-recovery/
[4] https://pubmed.ncbi.nlm.nih.gov/32513410/
[3] https://www.governor.pa.gov/newsroom/icymi-white-house-coronavirus-response-coordinator-praises-pa-response-to-covid-19/
[3] https://www.oann.com/ucla-stanford-study-finds-for-average-50-64-year-old-chances-of-dying-from-covid-19-are-1-in-19-1m/
[3] https://www.wate.com/news/new-cdc-report-shows-94-of-covid-19-deaths-in-us-had-underlying-medical-conditions/?utm_medium=referral&utm_source=facebook.com&utm_campaign=socialflow
[2] https://www.governor.pa.gov/newsroom/pennsylvania-shares-update-on-covid-19-early-warning-monitoring-dashboard-county-transmission-levels-cases-traced-to-businesses-2/

Top URLs in Tweet in G2:
[19] https://twitter.com/jcho710/status/1282737755152240641?s=19
[16] https://www.wtae.com/article/pennsylvania-gov-wolf-asks-lawmakers-legalize-marijuana-spend-coronavirus-funds/33793740
[11] https://nbc25news.com/news/local/cdc-94-of-covid-19-deaths-had-underlying-medical-conditions
[10] https://twitter.com/jcho710/status/1282738290852954112?s=19
[9] https://www.thegatewaypundit.com/2020/08/shock-report-week-cdc-quietly-updated-covid-19-numbers-9210-americans-died-covid-19-alone-rest-serious-illnesses/
[7] https://www.justice.gov/opa/pr/department-justice-requesting-data-governors-states-issued-covid-19-orders-may-have-resulted
[6] https://twitter.com/jcho710/status/1302695267712397312
[4] https://www.bostonglobe.com/2020/08/31/metro/cdc-most-covid-19-deaths-us-involved-underlying-health-conditions/
[3] https://twitter.com/karlhun27985381/status/1301364196353867777?s=21
[3] https://fox8.com/news/coronavirus/new-cdc-report-shows-94-of-covid-19-deaths-in-us-had-underlying-medical-conditions/

Top URLs in Tweet in G3:
[1] https://www.wearecentralpa.com/news/national-news/new-cdc-report-shows-94-of-covid-19-deaths-in-us-had-underlying-medical-conditions/?utm_source=facebook.com&utm_medium=referral&utm_campaign=socialflow
[1] https://www.pennlive.com/news/2020/09/top-trump-official-dr-deborah-birx-has-only-praise-for-how-her-home-state-of-pa-has-handled-covid-19.html?utm_campaign=pennlive_sf&utm_source=facebook&utm_medium=social
[1] https://www.pennlive.com/reopeningpa/2020/09/pa-restaurants-can-soon-open-to-50-capacity-but-must-end-booze-sales-early-wolf.html?utm_medium=social&utm_source=facebook&utm_campaign=pennlive_sf
[1] https://www.ydr.com/story/news/2020/08/29/covid-19-pa-child-abuse-doctors-see-disturbing-trend/3342976001/
[1] https://triblive.com/opinion/editorial-pa-must-answer-for-incomplete-nursing-home-data/
[1] https://twitter.com/realDonaldTrump/status/1303292111136190465
[1] https://www.thegatewaypundit.com/2020/07/now-even-common-cold-counted-positive-covid-19-result-cdc-says/
[1] https://www.dailymail.co.uk/news/article-8694671/FBI-agents-raid-two-Pennsylvania-nursing-homes-including-facility-worst-COVID-19-outbreak.html?fbclid=IwAR1ebXoRsfJp0pSXtqEvgeH175GWoLWEwhxGZCM4k2YyatFPta6jWPxg-LY
[1] https://www.infowars.com/cdc-covid-19-only-cause-mentioned-in-6-per-cent-of-total-coronavirus-deaths/
[1] https://www.cdc.gov/nchs/fastats/flu.htm

Top URLs in Tweet in G4:
[1] https://twitter.com/kamalaharris/status/1303810810603593733
[1] https://www.newsweek.com/pennsylvania-health-secretary-moved-mother-out-nursing-home-coronavirus-death-toll-increased-1503853?amp=1
[1] https://twitter.com/KerriKupecDOJ/status/1302045930817040384
[1] https://www.governor.pa.gov/newsroom/governor-wolf-signs-election-reform-bill-including-new-mail-in-voting/
[1] https://slate.com/news-and-politics/2020/08/trump-coronavirus-deaths-timeline.html
[1] https://nypost.com/2020/05/13/pennsylvania-health-official-moved-mother-from-nursing-home/
[1] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html

Top URLs in Tweet in G5:
[1] https://twitter.com/GovernorTomWolf/status/1304116554410360833
[1] https://twitter.com/steelcitycrazy/status/1303292636346843138
[1] https://twitter.com/lareginanyfl/status/1300894140914425862
[1] https://www.msn.com/en-us/health/medical/it-s-time-to-reorient-policy-on-covid-19-york-physician-pandelidis-says/ar-BB18RzHc?ocid=hplocalnews
[1] https://twitter.com/senbobcasey/status/1300580918600630272
[1] https://triblive.com/news/politics-election/frustration-grows-as-covid-restrictions-remain-political-rallies-go-on/
[1] https://twitter.com/Trailguy85/status/1303251887278510080
[1] https://awhonn.org/covid-19-archived-updates/
[1] https://twitter.com/liz_wheeler/status/1302273076319543296
[1] https://twitter.com/RepAndyBiggsAZ/status/1302287315138752514

Top URLs in Tweet in G6:
[3] https://medium.com/@gidmk/covid-19-deaths-are-mostly-caused-by-coronavirus-2a6d2d43bd09
[1] https://local21news.com/news/local/doj-seeking-answers-from-governor-wolf-about-nursing-home-decision
[1] https://fox8.com/news/coronavirus/new-cdc-report-shows-94-of-covid-19-deaths-in-us-had-underlying-medical-conditions/
[1] https://drmalcolmkendrick.org/2020/09/04/covid-why-terminology-really-matters/?fbclid=IwAR1M__HAJd7jC4vlWS555ycwbA1vQw_Etw6AOubSsTCufLV8lnyMZrqYytU

Top URLs in Tweet in G7:
[1] https://spectator.org/covid-skeptics-right-coronavirus-lockdown/
[1] https://twitter.com/governortomwolf/status/1303755243356852227
[1] https://twitter.com/drrollergator/status/1302741208570236935

Top URLs in Tweet in G8:
[3] https://www.thegatewaypundit.com/2020/08/shock-report-week-cdc-quietly-updated-covid-19-numbers-9210-americans-died-covid-19-alone-rest-serious-illnesses/
[3] https://townhall.com/tipsheet/bronsonstocking/2020/08/29/it-looks-like-a-lot-of-those-positive-covid-tests-should-have-been-negative-n2575305
[1] https://www.uc.pa.gov/COVID-19/CARES-Act/Pages/default.aspx
[1] https://uc.pa.gov/
[1] https://www.commonwealthfoundation.org/policyblog/detail/the-race-to-rebuild-how-pa-can-bounce-back-after-covid-19#.X1EwmEq7yrQ.twitter
[1] https://twitter.com/mattwalshblog/status/1303048797317197827?s=21
[1] https://twitter.com/mattwalshblog/status/1303048797317197827
[1] https://www.fema.gov/sites/default/files/2020-08/fema_supplement-lost-wages-payments-under-other-needs-assistance_faq.pdf
[1] https://twitter.com/sarasmalltv/status/1300955615385264128
[1] https://infogram.com/tracking-covid-19-in-pennsylvania-1hke60w8rnm145r?live

Top URLs in Tweet in G10:
[1] https://www.yahoo.com/lifestyle/study-asymptomatic-kids-carry-higher-142737933.html
[1] https://actionnetwork.org/petitions/protect-families-from-covid19-shut-down-the-berks-county-detention-center
[1] https://twitter.com/BridgetCambria8/status/1300931523722567680

Top Domains
Top Domains in Tweet in Entire Graph:
[172] twitter.com
[45] pa.gov
[16] nbc25news.com
[16] wtae.com
[15] thegatewaypundit.com
[12] pennlive.com
[8] justice.gov
[8] momsrising.org
[8] ydr.com
[8] local12.com

Top Domains in Tweet in G1:
[31] pa.gov
[24] twitter.com
[8] momsrising.org
[7] enviroklenzairpurifiers.com
[5] pennlive.com
[5] nih.gov
[3] oann.com
[3] wate.com
[3] nypost.com
[3] penncapital-star.com

Top Domains in Tweet in G2:
[60] twitter.com
[16] wtae.com
[11] nbc25news.com
[11] thegatewaypundit.com
[8] pa.gov
[7] justice.gov
[5] fox8.com
[4] wsj.com
[4] bostonglobe.com
[4] co.uk

Top Domains in Tweet in G3:
[2] pennlive.com
[2] twitter.com
[1] wearecentralpa.com
[1] ydr.com
[1] triblive.com
[1] thegatewaypundit.com
[1] co.uk
[1] infowars.com
[1] cdc.gov
[1] dcdirtylaundry.com

Top Domains in Tweet in G4:
[2] twitter.com
[1] newsweek.com
[1] pa.gov
[1] slate.com
[1] nypost.com
[1] cdc.gov

Top Domains in Tweet in G5:
[8] twitter.com
[2] msn.com
[1] triblive.com
[1] awhonn.org
[1] ydr.com
[1] change.org
[1] wpde.com
[1] inquirer.com
[1] nbc25news.com

Top Domains in Tweet in G6:
[3] medium.com
[1] local21news.com
[1] fox8.com
[1] drmalcolmkendrick.org

Top Domains in Tweet in G7:
[2] twitter.com
[1] spectator.org

Top Domains in Tweet in G8:
[3] thegatewaypundit.com
[3] townhall.com
[3] twitter.com
[2] pa.gov
[1] commonwealthfoundation.org
[1] fema.gov
[1] infogram.com

Top Domains in Tweet in G10:
[1] yahoo.com
[1] actionnetwork.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[32] covid
[28] covid19
[11] shutdownberks
[10] reopenpa
[9] impeachwolf
[8] freethefamilies
[7] openpa
[7] covid_19
[7] pennsylvania
[6] fakenews



Top Hashtags in Tweet in G1:
[14] covid
[9] covid19
[8] shutdownberks
[8] freethefamilies
[3] covid_19
[3] impeachwolf
[2] coronavirus
[2] pa
[2] reopenpa
[2] pennsylvania

Top Hashtags in Tweet in G2:
[9] covid19
[6] fakenews
[6] reopenpa
[5] openpanow
[5] impeachwolf
[5] firelevine
[4] covid
[3] openpa
[3] covid_19
[2] maskuppa

Top Hashtags in Tweet in G3:
[1] neverforget
[1] governorwolf
[1] kingwolf

Top Hashtags in Tweet in G4:
[2] covid
[1] covid19deathcamps
[1] covid19

Top Hashtags in Tweet in G5:
[4] covid
[1] supersmartcovid19
[1] impeachwolf
[1] scamdemic
[1] covid19
[1] trumpsamerica
[1] america
[1] voteredtosaveamerica2020
[1] openamericanow
[1] covidー19

Top Hashtags in Tweet in G6:
[1] wearadamnmask
[1] masknazi
[1] killerwolf

Top Hashtags in Tweet in G7:
[2] openpa
[2] masksoffamerica
[2] masksdown
[1] msm
[1] hypocrisy
[1] democratsaredestroyingamerica
[1] trump2020
[1] covid
[1] bidenriots
[1] covid19

Top Hashtags in Tweet in G8:
[2] pennsylvania
[1] covid19
[1] covid_19
[1] trumpcountry2020
[1] chinajoebiden
[1] covid

Top Hashtags in Tweet in G9:
[2] nursinghome
[2] covid
[2] carlisle
[1] democrats

Top Hashtags in Tweet in G10:
[3] shutdownberks
[1] freethemall

Top Words
Top Words in Tweet in Entire Graph:
[3666] governortomwolf
[1940] covid
[934] pa
[890] pennsylvania
[873] virus
[789] fettermanlt
[675] use
[647] adult
[612] 19
[542] secretarylevine

Top Words in Tweet in G1:
[1498] governortomwolf
[826] pennsylvania
[705] fettermanlt
[648] use
[634] adult
[628] covid
[486] today
[464] legislature
[463] again
[450] call

Top Words in Tweet in G2:
[1047] governortomwolf
[706] covid
[329] virus
[195] people
[133] 19
[118] deaths
[109] pa
[84] more
[82] kyleforus
[72] atwarwithwolf

Top Words in Tweet in G3:
[336] atwarwithwolf
[274] covid
[239] governortomwolf
[199] virus
[163] nursing
[161] homes
[158] 19
[155] pushed
[154] deadly
[153] comorbidities

Top Words in Tweet in G4:
[489] nygovcuomo
[273] governortomwolf
[236] pa
[231] those
[231] janicedean
[230] ordered
[229] secretarylevine
[227] pahealthdept
[226] johnkelemen
[169] facilitieâ

Top Words in Tweet in G5:
[469] pa
[268] governortomwolf
[247] secretarylevine
[230] senbobcasey
[227] being
[227] democrats
[226] crushed
[226] evil
[226] hate
[226] wealthy

Top Words in Tweet in G6:
[40] governortomwolf
[35] covid
[22] deaths
[14] idealskeptic
[13] virus
[12] people
[12] sentoomey
[10] broadandliberty
[9] 19
[9] right

Top Words in Tweet in G7:
[32] covid
[31] governortomwolf
[11] virus
[8] wolf
[7] kamalaharris
[7] pa
[6] people
[5] mask
[5] using
[5] cnn

Top Words in Tweet in G8:
[64] governortomwolf
[46] covid
[18] palaborindustry
[13] wgal
[13] job
[11] virus
[11] _firstdivision
[10] 19
[10] unemployment
[10] ryan2729

Top Words in Tweet in G9:
[11] covid
[10] governortomwolf
[7] phillymayor
[5] evictions
[5] cdc
[4] phlcityhomeless
[4] philadelphian
[4] asking
[4] cancel
[4] planned

Top Words in Tweet in G10:
[12] covid
[10] dozens
[10] people
[10] ice
[10] custody
[10] die
[10] 19
[10] babies
[10] being
[10] left

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[647] adult,use
[596] covid,19
[463] pa,governortomwolf
[439] once,again
[438] legalize,adult
[437] later,today
[437] ll,join
[437] join,fettermanlt
[437] fettermanlt,once
[437] again,call

Top Word Pairs in Tweet in G1:
[634] adult,use
[432] once,again
[432] legalize,adult
[431] later,today
[431] ll,join
[431] join,fettermanlt
[431] fettermanlt,once
[431] again,call
[431] call,pennsylvania
[431] pennsylvania,legislature

Top Word Pairs in Tweet in G2:
[122] covid,19
[63] pennsylvaniagov,governortomwolf
[54] governortomwolf,fettermanlt
[52] covid,deaths
[46] nursing,homes
[46] governortomwolf,covid
[45] governortomwolf,healthdept
[36] governortomwolf,apsatweets
[35] atwarwithwolf,governortomwolf
[35] died,covid

Top Word Pairs in Tweet in G3:
[161] nursing,homes
[158] covid,19
[152] virus,deadly
[152] pushed,nursing
[152] atwarwithwolf,covid
[151] 19,virus
[151] deadly,pushed
[151] homes,elderly
[151] elderly,comorbidities
[144] comorbidities,deaâ

Top Word Pairs in Tweet in G4:
[228] governortomwolf,secretarylevine
[227] janicedean,nygovcuomo
[227] nygovcuomo,pahealthdept
[227] pahealthdept,nygovcuomo
[227] nygovcuomo,pa
[227] pa,governortomwolf
[227] secretarylevine,ordered
[227] ordered,those
[226] johnkelemen,janicedean
[169] those,facilitieâ

Top Word Pairs in Tweet in G5:
[230] pa,governortomwolf
[226] pa,being
[226] being,crushed
[226] crushed,evil
[226] evil,democrats
[226] democrats,hate
[226] hate,pa
[226] governortomwolf,senbobcasey
[226] senbobcasey,secretarylevine
[226] secretarylevine,wealthy

Top Word Pairs in Tweet in G6:
[11] idealskeptic,governortomwolf
[10] sentoomey,broadandliberty
[9] covid,19
[8] sunshinedaidrmr,sentoomey
[6] broadandliberty,covid
[6] covid,handled
[6] handled,right
[6] right,way
[6] way,start
[6] start,mess

Top Word Pairs in Tweet in G7:
[4] covid,deaths
[4] using,covid
[3] cristob51166035,jennamarie001
[3] jennamarie001,governortomwolf
[3] covid,19
[3] nursing,homes
[3] azy1210,kamalaharris
[3] kamalaharris,governortomwolf
[3] caliconserv1,badsportsrefs
[3] whitehouse,governortomwolf

Top Word Pairs in Tweet in G8:
[15] palaborindustry,governortomwolf
[12] wgal,governortomwolf
[11] _firstdivision,palaborindustry
[10] covid,19
[9] butchpa,wgal
[8] ryan2729,_firstdivision
[8] lost,job
[6] due,covid
[6] senatorreganpa,annedgallaher
[6] annedgallaher,lucygnazzo

Top Word Pairs in Tweet in G9:
[4] phillymayor,phlcityhomeless
[4] phlcityhomeless,philadelphian
[4] philadelphian,asking
[4] asking,cancel
[4] cancel,planned
[4] planned,encampment
[4] encampment,evictions
[4] evictions,cdc
[4] cdc,released
[3] adr_215,phillymayor

Top Word Pairs in Tweet in G10:
[10] dozens,people
[10] people,ice
[10] ice,custody
[10] custody,die
[10] die,covid
[10] covid,19
[10] 19,babies
[10] babies,being
[10] being,left
[10] left,family

Top Replied-To
Top Replied-To in Entire Graph:
@governortomwolf
@kyleforus
@atwarwithwolf
@princesstef78
@governorsoffice
@imlethal_guy
@commons69917449
@imapeepels
@idealskeptic
@kateri60270481

Top Replied-To in G1:
@governortomwolf
@governorsoffice
@commons69917449
@tauberculosis
@atwarwithwolf
@chriscrisis
@clefantom1
@yepitsmeluvya
@imlethal_guy
@slynnnb54

Top Replied-To in G2:
@governortomwolf
@kyleforus
@princesstef78
@imlethal_guy
@kateri60270481
@governorsoffice
@atwarwithwolf
@pennsylvaniagov
@commons69917449
@pahealthdept

Top Replied-To in G3:
@atwarwithwolf
@governortomwolf
@letskickit11
@sisu27
@kyleforus
@sanveer71063298
@zigman61
@patti_duke4life
@shiftyeyes82
@tealboyxx

Top Replied-To in G4:
@markruffalo
@governortomwolf
@janicedean
@speakerpelosi
@kimberlytravel
@vosvoice67
@kamalaharris
@drdenagrayson
@metaleinstein20
@jmz_uk

Top Replied-To in G5:
@governortomwolf
@kdka
@senbobcasey
@triblive
@triblivehssn
@morningmika
@serendipitydizl
@johny_apocalyps
@wtajnews
@nygovcuomo

Top Replied-To in G6:
@idealskeptic
@governortomwolf
@urlilmssunshine
@sentoomey
@bradh36
@drogothetroll3
@runningwshears7
@geojr19
@papawheavy
@vhack67

Top Replied-To in G7:
@governortomwolf
@cnn
@styer_paul
@caapsorg
@janetmp7
@cristob51166035
@bradley25208026
@azy1210
@sunandsipcups
@jcho710

Top Replied-To in G8:
@governortomwolf
@ryan2729
@prider1980
@iceyhotcrypto
@jlrutty
@governorsoffice
@jjnyfrmtheblk
@isabellalexx
@alilanyonabc27
@wgal

Top Replied-To in G9:
@cbsphilly
@presidentbarron
@realjameswoods

Top Mentioned
Top Mentioned in Entire Graph:
@governortomwolf
@fettermanlt
@secretarylevine
@atwarwithwolf
@pahealthdept
@nygovcuomo
@janicedean
@johnkelemen
@senbobcasey
@kidgolferman

Top Mentioned in G1:
@governortomwolf
@fettermanlt
@governorsoffice
@cdcgov
@atwarwithwolf
@loubarletta_pa
@secretarylevine
@go
@janmurphy
@clefantom1

Top Mentioned in G2:
@governortomwolf
@fettermanlt
@atwarwithwolf
@pennsylvaniagov
@healthdept
@pahealthdept
@apsatweets
@realdonaldtrump
@brash_1
@commons69917449

Top Mentioned in G3:
@atwarwithwolf
@governortomwolf
@billpeduto
@secretarylevine
@realdonaldtrump
@governorsoffice
@jkell72
@hawkfan19881
@g0n3crazy
@healthdept

Top Mentioned in G4:
@governortomwolf
@nygovcuomo
@secretarylevine
@janicedean
@pahealthdept
@johnkelemen
@govmurphy
@gavinnewsom
@govwhitmer
@realdonaldtrump

Top Mentioned in G5:
@governortomwolf
@secretarylevine
@senbobcasey
@kidgolferman
@kdka
@pahealthdept
@wtae
@governorsoffice
@atwarwithwolf
@johnkelemen

Top Mentioned in G6:
@governortomwolf
@broadandliberty
@sentoomey
@sunshinedaidrmr
@idealskeptic
@commons69917449
@fettermanlt
@senmastriano
@petesweettweet
@maryloveslex

Top Mentioned in G7:
@governortomwolf
@kamalaharris
@atwarwithwolf
@jennamarie001
@azy1210
@caliconserv1
@badsportsrefs
@whitehouse
@cristob51166035
@cnn

Top Mentioned in G8:
@governortomwolf
@palaborindustry
@wgal
@_firstdivision
@butchpa
@annedgallaher
@lucygnazzo
@priesmike
@wgregrothman
@repdelozier

Top Mentioned in G9:
@governortomwolf
@phillymayor
@phlcityhomeless
@adr_215
@philadelphiagov
@kutztownu
@secretarylevine
@penn_state
@da_larrykrasner
@joebiden

Top Mentioned in G10:
@fams2gether
@acereeleanor
@governortomwolf
@karhoff
@governorsoffice
@fettermanlt

Top Tweeters
Top Tweeters in Entire Graph:
@hrblock_21
@solutioneer72
@yojudenz
@cheezwitham
@openletterbot
@mitchiepoo46
@politicalbee
@lynn_weiser
@rockynickydog
@kstreet111

Top Tweeters in G1:
@hrblock_21
@solutioneer72
@cheezwitham
@politicalbee
@kstreet111
@famouspixs
@coachweaver3
@samy45
@cltrotlyn
@fuller_derek

Top Tweeters in G2:
@vlovesanimals
@mailonline
@browngravy_93
@nitemists
@ianmolony
@trevorrosenfels
@dongibs22787443
@davidmweissman
@opalescentmoon
@daveweigel

Top Tweeters in G3:
@connnutmeg
@sunilkumaraus
@mefbama
@oneofeachbrown
@gillianbdoll
@cindyinsa08
@morseherrick
@jinger_ellie
@sunnyek
@katyvaux36

Top Tweeters in G4:
@mitchiepoo46
@rockynickydog
@owlwoman911_
@katyinindy
@skippymanuel
@wendydcoe
@alabamamangreg
@pa4taxpayers
@s_soteria
@kaci1951

Top Tweeters in G5:
@yojudenz
@lynn_weiser
@superyayadize
@darhar981
@craybo23
@zwoodbutcher
@yoakumgirl923
@janettxblessed
@hlaurora63
@jhjulian1956

Top Tweeters in G6:
@kath_meg
@msmeowsie
@idealskeptic
@smitty187
@donaldjtrumpjr
@victoriadparks2
@ritaz143
@greatdaysbailey
@dnabarcode
@jonlyponly

Top Tweeters in G7:
@foxnews
@nytimes
@kennethhowardc3
@cnn
@bbcworld
@nbcnews
@msnbc
@mlb
@albdamn
@sunandsipcups

Top Tweeters in G8:
@wgal
@raquelevita
@bob16066
@annedgallaher
@citizensvoice
@dagrizz_29
@liberty4pa
@alilanyonabc27
@fema
@nathanbenefield

Top Tweeters in G9:
@cbsphilly
@hugetinymistake
@pennslinger
@philadelphiagov
@penn_state
@realjameswoods
@_madisonclaudia
@mattpetrillo
@annmicheles
@kutztownu

Top Tweeters in G10:
@knight201701
@prpeep
@jeanstarling
@asiaronn
@patry_y_cia
@txflygirl
@teresab313
@lwalshmill
@indialynnehenry
@leedsgarcia