(corona OR virus OR covid) (%22Gov PA%22 OR GovernorTomWolf), Twitter, 9/28/2020 12:31:23 AM, 236113


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(corona OR virus OR covid) (%22Gov PA%22 OR GovernorTomWolf)_2020-09-27_17-06-06.xlsx
(corona OR virus OR covid) ("Gov PA" OR GovernorTomWolf)_2020-09-27_17-06-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 28, 2020
Short Description:
(corona OR virus OR covid) ("Gov PA" OR GovernorTomWolf) via NodeXL https://bit.ly/3ia2IiC
@governortomwolf
@cheese24k
@secretarylevine
@dcexaminer
@johnfetterman
@pennsylvaniagov
@atwarwithwolf
@sastrendy
@jcho710
@pahealthdept

Top hashtags:
#covid19

Description:
Description
The graph represents a network of 3,625 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, 28 September 2020 at 00:11 UTC.

The requested start date was Monday, 28 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 12-day, 3-hour, 39-minute period from Monday, 14 September 2020 at 00:23 UTC to Saturday, 26 September 2020 at 04:03 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 : 3625
Unique Edges : 4577
Edges With Duplicates : 14029
Total Edges : 18606
Number of Edge Types : 5
Replies to : 2242
Mentions : 9396
MentionsInRetweet : 4585
Retweet : 2234
Tweet : 149
Self-Loops : 166
Reciprocated Vertex Pair Ratio : 0.024174053182917
Reciprocated Edge Ratio : 0.0472069236821401
Connected Components : 35
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 3586
Maximum Edges in a Connected Component : 18563
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.465645
Graph Density : 0.000580497830554921
Modularity : 0.249945
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 3,625 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, 28 September 2020 at 00:11 UTC.

The requested start date was Monday, 28 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 12-day, 3-hour, 39-minute period from Monday, 14 September 2020 at 00:23 UTC to Saturday, 26 September 2020 at 04:03 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:
[80] https://www.wpxi.com/news/top-stories/covid-19-restrictions-by-gov-wolf-dr-levine-unconstitutional-judge-rules/NZUQCAHNUFHUZAKD7ZRH7GOC54/
[66] https://apps.apple.com/us/app/id1527125511
[25] https://www.pa.gov/covid/covid-alert-pa
[23] https://play.google.com/store/apps/details?id=gov.pa.covidtracker
[22] https://www.justice.gov/opa/pr/department-justice-requesting-data-governors-states-issued-covid-19-orders-may-have-resulted
[13] https://www.wpxi.com/news/business/allegheny-county-health-department-closes-seven-bars-restaurants-found-violation-covid-19-regulations/X6O2VZSFKVFZ7I3RYNNBU2AVJQ/
[12] https://twitter.com/jcho710/status/1282738290852954112?s=19
[11] https://www.penncapital-star.com/covid-19/federal-court-in-pittsburgh-declares-wolfs-key-covid-19-restrictions-unconstitutional/
[10] https://twitter.com/jcho710/status/1282737755152240641?s=19
[9] https://dced.pa.gov/pa-covid-19-medical-supply-portals/pennsylvania-covid-19-ppe-supplies-business-2-business-b2b-interchange-directory/

Top URLs in Tweet in G1:
[5] https://apps.apple.com/us/app/id1527125511
[5] https://play.google.com/store/apps/details?id=gov.pa.covidtracker
[5] https://www.empowerpa.org/pa-department-of-health-ordered-nursing-homes-to-take-covid-19-positive-residents/
[4] https://www.wpxi.com/news/top-stories/covid-19-restrictions-by-gov-wolf-dr-levine-unconstitutional-judge-rules/NZUQCAHNUFHUZAKD7ZRH7GOC54/
[4] https://twitter.com/GovernorTomWolf/status/1308051126588256259
[4] https://twitter.com/GovernorTomWolf/status/1306651530033070086
[4] https://twitter.com/GovernorTomWolf/status/1306936060946022400
[4] https://wjactv.com/news/local/governor-to-protect-climate-change-strategy-with-veto-09-10-2020
[3] https://dced.pa.gov/pa-covid-19-medical-supply-portals/pennsylvania-covid-19-ppe-supplies-business-2-business-b2b-interchange-directory/
[3] https://www.pa.gov/covid/covid-alert-pa/

Top URLs in Tweet in G2:
[64] https://www.wpxi.com/news/top-stories/covid-19-restrictions-by-gov-wolf-dr-levine-unconstitutional-judge-rules/NZUQCAHNUFHUZAKD7ZRH7GOC54/
[52] https://apps.apple.com/us/app/id1527125511
[21] https://www.pa.gov/covid/covid-alert-pa
[6] https://play.google.com/store/apps/details?id=gov.pa.covidtracker
[6] https://www.justice.gov/opa/pr/department-justice-requesting-data-governors-states-issued-covid-19-orders-may-have-resulted
[6] https://6abc.com/coronavirus-in-pennsylvania-covid-19-unconstitutional-gov-wolf/6422411/
[4] https://www.zerohedge.com/geopolitical/stunning-reversal-cdc-says-it-published-new-guidance-risks-airborne-covid-19-error
[4] https://reason.com/2020/09/16/how-much-difference-do-covid-19-lockdowns-make/
[3] https://www.ydr.com/story/news/2020/08/29/covid-19-pa-child-abuse-doctors-see-disturbing-trend/3342976001/
[3] https://www.scientificamerican.com/article/covid-19-can-wreck-your-heart-even-if-you-havent-had-any-symptoms/

Top URLs in Tweet in G3:
[5] https://time.com/5889096/israel-second-lockdown-covid-19/
[3] https://www.reddit.com/r/Coronavirus/comments/it7j4b/if_youve_just_had_covid_exercise_can_cause/?utm_source=share&utm_medium=ios_app&utm_name=iossmf
[2] https://www.reddit.com/r/Coronavirus/comments/itk4vh/cdc_roughly_75_of_children_who_die_from_covid19/?utm_source=share&utm_medium=ios_app&utm_name=iossmf
[2] https://www.axios.com/axios-ipsos-poll-coronavirus-index-vaccine-doubts-e9205f29-8c18-4980-b920-a25b81eebd84.html
[2] https://wjactv.com/news/local/wolf-hits-back-after-judge-rules-against-virus-restrictions-09-15-2020
[1] https://twitter.com/chelseakoerbler/status/1308058445015285761
[1] https://twitter.com/governor_not/status/1308723786699673605
[1] https://www.cato.org/blog/how-one-model-simulated-22-million-us-deaths-covid-19
[1] https://apps.apple.com/us/app/id1527125511
[1] https://www.pa.gov/covid/covid-alert-pa

Top URLs in Tweet in G4:
[5] https://apps.apple.com/us/app/id1527125511
[4] https://governor.pa.gov/live
[3] https://play.google.com/store/apps/details?id=gov.pa.covidtracker
[3] https://townhall.com/tipsheet/micaelaburrow/2020/07/28/redfield-says-more-abovebase-suicides-than-covid-deaths-n2573278
[3] https://www.wpxi.com/news/top-stories/covid-19-restrictions-by-gov-wolf-dr-levine-unconstitutional-judge-rules/NZUQCAHNUFHUZAKD7ZRH7GOC54/
[2] https://pacast.com/live/es
[2] https://www.governor.pa.gov/newsroom/wolf-administration-launches-covid-alert-pa-app-encourage-pa-to-unite-to-stop-the-spread/
[2] https://www.pa.gov/covid-alert-pa
[2] https://nypost.com/2020/09/14/anti-maskers-forced-to-dig-graves-for-covid-19-victims-in-indonesia/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[2] https://lbry.tv/@Kalcker:7/Why-ClO2-works-against-covid-19:2?fbclid=IwAR3MEJgw0UjG6PzKu8UZj__F-DLSTzUIy5lR-akCgLyppSzFugui_TU4bCY

Top URLs in Tweet in G5:
[3] https://www.wpxi.com/news/top-stories/covid-19-restrictions-by-gov-wolf-dr-levine-unconstitutional-judge-rules/NZUQCAHNUFHUZAKD7ZRH7GOC54/
[2] https://www.buckscountycouriertimes.com/story/opinion/2020/09/20/mullane-court-exposes-tom-wolfs-slapdash-decisions-over-covid-pennsylvania/3485441001/
[1] https://www.youtube.com/watch?v=E_RyHs_iR7w&feature=youtu.be

[1] https://www.health.pa.gov/topics/Documents/Diseases%20and%20Conditions/COVID-19%20Death%20Data/Death%20by%20County%20of%20Residence%20--%202020-09-17.pdf
[1] https://www.health.pa.gov/topics/disease/coronavirus/Pages/LTCF-Data.aspx
[1] https://patch.com/pennsylvania/pittsburgh/wolfs-coronavirus-measures-saved-thousands-lives-researchers
[1] https://6abc.com/business/philadelphia-lost-$41-billion-from-the-pandemic/6455895/
[1] https://twitter.com/GovernorTomWolf/status/1308894169037971458
[1] https://twitter.com/SecretaryLevine/status/1224371709467414529?s=19
[1] https://twitter.com/AtWarWithWolf/status/1308354534251560962

Top URLs in Tweet in G6:
[3] https://nbc25news.com/news/local/cdc-94-of-covid-19-deaths-had-underlying-medical-conditions
[3] https://www.governor.pa.gov/newsroom/former-pennsylvania-governors-voice-support-for-wolf-administration-response-to-covid-19/
[1] https://www.npr.org/sections/coronavirus-live-updates/2020/04/22/840836618/1st-known-u-s-covid-19-death-was-on-feb-6-a-post-mortem-test-reveals
[1] https://www.healthline.com/health-news/the-simple-science-behind-why-masks-work#Growing-evidence-supports-mask-effectiveness
[1] https://twitter.com/governortomwolf/status/1308103702113185792
[1] https://www.washingtonpost.com/education/feared-covid-outbreaks-in-schools-yet-to-arrive-early-data-shows/2020/09/23/0509bb84-fd22-11ea-b555-4d71a9254f4b_story.html#click=https://t.co/m7E8ETnM0P
[1] https://www.theguardian.com/world/2020/sep/15/sweden-records-its-fewest-daily-covid-19-cases-since-march
[1] https://nymag.com/intelligencer/2020/09/hhs-officials-altered-cdc-covid-19-reports-to-help-trump.html
[1] https://augustafreepress.com/analysis-a-dive-into-updated-cdc-guidance-on-covid-19-ifrs/
[1] https://www.businessinsider.com/coronavirus-death-rate-us-compared-to-flu-by-age-2020-6

Top URLs in Tweet in G7:
[15] https://www.justice.gov/opa/pr/department-justice-requesting-data-governors-states-issued-covid-19-orders-may-have-resulted
[6] 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
[5] https://www.penncapital-star.com/covid-19/federal-court-in-pittsburgh-declares-wolfs-key-covid-19-restrictions-unconstitutional/
[3] https://www.wpxi.com/news/top-stories/covid-19-restrictions-by-gov-wolf-dr-levine-unconstitutional-judge-rules/NZUQCAHNUFHUZAKD7ZRH7GOC54/?fbclid=IwAR1RRa5yFbDQ2G090V0eW2IiQqcvhlUEovDJQ9_fKf3pagrbNmexEB_Cf9o
[2] https://dced.pa.gov/pa-covid-19-medical-supply-portals/pennsylvania-covid-19-ppe-supplies-business-2-business-b2b-interchange-directory/
[2] https://www.buckscountycouriertimes.com/story/opinion/2020/09/20/mullane-court-exposes-tom-wolfs-slapdash-decisions-over-covid-pennsylvania/3485441001/
[2] https://twitter.com/laurameckler/status/1308747837300240384
[1] https://www.webmd.com/lung/news/20200812/many-community-outbreaks-of-covid-traced-to-restaurants-bars
[1] https://www.cidrap.umn.edu/news-perspective/2020/09/close-case-contact-dining-out-tied-covid-19-spread
[1] https://www.pa.gov/covid/covid-alert-pa

Top URLs in Tweet in G8:
[2] https://www.wpxi.com/news/top-stories/covid-19-restrictions-by-gov-wolf-dr-levine-unconstitutional-judge-rules/NZUQCAHNUFHUZAKD7ZRH7GOC54/?utm_source=WPXI-TV
[2] Daily
[2] Headlines&utm_medium=email&utm_campaign=52453
[1] https://www.buckscountycouriertimes.com/news/20200501/states-ordered-nursing-homes-to-take-covid-19-residents-thousands-died-how-it-happened
[1] https://aapsonline.org/mask-facts/
[1] https://www.wpxi.com/news/top-stories/judge-denies-gov-wolfs-motion-stay-after-some-covid-19-orders-ruled-unconstitutional/OXL7LOC2DVA6BL52SEF33PQ5KU/
[1] https://dailycaller.com/2020/05/21/pennsylvania-68-percent-coronavirus-covid-19-deaths-nursing-homes/
[1] https://www.politico.com/news/2020/09/14/judge-strikes-down-pennsylvania-virus-policies-414489
[1] https://www.phillyvoice.com/pennsylvania-covid-19-restrictions-unconstitutional-federal-judge/
[1] https://saraacarter.com/pa-gov-tom-wolfs-covid-19-restrictions-were-unconstitutional-federal-judge-rules/

Top URLs in Tweet in G9:
[1] https://twitter.com/IngrahamAngle/status/1306376798909935617
[1] https://twitter.com/IngrahamAngle/status/1305656559360454657
[1] https://www.youtube.com/watch?v=xonqcR8uyfU&feature=youtu.be


Top URLs in Tweet in G10:
[13] https://www.wpxi.com/news/business/allegheny-county-health-department-closes-seven-bars-restaurants-found-violation-covid-19-regulations/X6O2VZSFKVFZ7I3RYNNBU2AVJQ/
[1] https://twitter.com/governortomwolf/status/1305942083564376064
[1] http://fox17.com/error
[1] https://twitter.com/governortomwolf/status/1308894169037971458
[1] https://www.argusleader.com/story/news/2020/09/23/south-dakota-sees-record-new-covid-19-cases-active-cases-and-hospitalizations-wednesday/3503849001/
[1] http://virus.You
[1] https://www.wpxi.com/news/top-stories/covid-19-restrictions-by-gov-wolf-dr-levine-unconstitutional-judge-rules/NZUQCAHNUFHUZAKD7ZRH7GOC54/
[1] https://www.lung.org/blog/covid-masks

Top Domains
Top Domains in Tweet in Entire Graph:
[202] twitter.com
[105] wpxi.com
[95] pa.gov
[82] reddit.com
[75] apple.com
[25] google.com
[22] justice.gov
[14] penncapital-star.com
[13] 6abc.com
[12] youtube.com

Top Domains in Tweet in G1:
[86] twitter.com
[28] pa.gov
[7] youtube.com
[6] apple.com
[6] google.com
[5] wpxi.com
[5] msn.com
[5] empowerpa.org
[4] 6abc.com
[4] usatoday.com

Top Domains in Tweet in G2:
[64] wpxi.com
[53] apple.com
[33] pa.gov
[18] twitter.com
[7] 6abc.com
[6] google.com
[6] justice.gov
[4] zerohedge.com
[4] ydr.com
[4] reason.com

Top Domains in Tweet in G3:
[82] reddit.com
[11] twitter.com
[5] time.com
[3] axios.com
[2] wjactv.com
[1] cato.org
[1] apple.com
[1] pa.gov
[1] lehighvalleylive.com
[1] mdnewsdaily.com

Top Domains in Tweet in G4:
[20] pa.gov
[6] apple.com
[5] wpxi.com
[4] twitter.com
[4] nypost.com
[3] google.com
[3] townhall.com
[2] pacast.com
[2] facebook.com
[2] cdc.gov

Top Domains in Tweet in G5:
[5] twitter.com
[3] wpxi.com
[2] youtube.com
[2] pa.gov
[2] buckscountycouriertimes.com
[1] patch.com
[1] 6abc.com
[1] wtae.com

Top Domains in Tweet in G6:
[3] nbc25news.com
[3] pa.gov
[2] twitter.com
[2] washingtonpost.com
[2] theguardian.com
[2] wpxi.com
[1] npr.org
[1] healthline.com
[1] nymag.com
[1] augustafreepress.com

Top Domains in Tweet in G7:
[15] justice.gov
[8] twitter.com
[6] wate.com
[5] penncapital-star.com
[4] pa.gov
[4] wpxi.com
[3] buckscountycouriertimes.com
[1] webmd.com
[1] umn.edu
[1] google.com

Top Domains in Tweet in G8:
[3] wpxi.com
[1] buckscountycouriertimes.com
[1] aapsonline.org
[1] dailycaller.com
[1] politico.com
[1] phillyvoice.com
[1] saraacarter.com

Top Domains in Tweet in G9:
[2] twitter.com
[1] youtube.com

Top Domains in Tweet in G10:
[14] wpxi.com
[2] twitter.com
[1] fox17.com
[1] argusleader.com
[1] virus.you
[1] lung.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[157] covid19
[98] heroesact2now
[62] trumpliedpeopledied
[42] trumplied200kdied
[36] covid
[26] covid_19
[21] pennsylvania
[19] 30munemployed
[17] impeachwolf
[17] stocksplunge



Top Hashtags in Tweet in G1:
[87] covid19
[8] rggi
[6] pennsylvania
[6] covid
[5] coronavirus
[5] covid_19
[4] reopenpa
[3] wearamask
[3] notmygovernor
[2] walkaway

Top Hashtags in Tweet in G2:
[22] covid19
[16] stopcomplying
[14] covid
[12] wakeup
[12] impeachwolf
[8] reopenpa
[6] firelevine
[5] think
[3] pennsylvania
[3] covid_19

Top Hashtags in Tweet in G3:
[98] heroesact2now
[61] trumpliedpeopledied
[41] trumplied200kdied
[19] 30munemployed
[17] stocksplunge
[4] covid
[4] familiesfirstnow
[3] liberalismistherealpandemic
[2] democraticcities
[2] pennsylvania

Top Hashtags in Tweet in G4:
[17] covid19
[4] covid
[4] stopthespread
[3] sopthespread
[2] pennsylvania
[1] staysafe
[1] maskuppa
[1] trumplandslidevictory2020
[1] centrecounty
[1] scamdemic

Top Hashtags in Tweet in G5:
[2] s
[2] walkawayfromdemocrats
[1] levinelied
[1] peopledied
[1] nursinghome
[1] fightback

Top Hashtags in Tweet in G6:
[1] stopthebswolf
[1] impeachwolf
[1] kinggeorge
[1] tyrant
[1] sheep
[1] nashville
[1] pennsylvania
[1] wolfmustgo

Top Hashtags in Tweet in G7:
[11] covid19
[3] covid_19
[2] hidenbiden
[2] fakenews
[2] firelevine
[1] dyk
[1] pennsylvania
[1] governortomwolf
[1] unconstitutionallockdown
[1] openamericanow

Top Hashtags in Tweet in G8:
[4] openpanow
[3] covid
[3] killerwolf
[2] rachel
[1] orwell
[1] constitution
[1] awesome
[1] nashville
[1] covid19
[1] constitutional

Top Hashtags in Tweet in G9:
[1] hcq

Top Hashtags in Tweet in G10:
[3] covid_19
[1] scamdemicisover
[1] unconstitutional
[1] liberalismisamentaldisorder
[1] pipedreams
[1] covid

Top Words
Top Words in Tweet in Entire Graph:
[4457] governortomwolf
[3154] covid
[1266] pa
[951] virus
[736] app
[646] today
[635] unconstitutional
[605] people
[605] 19
[596] secretarylevine

Top Words in Tweet in G1:
[1530] governortomwolf
[1159] covid
[700] pa
[397] app
[395] unconstitutional
[388] judge
[372] state
[365] stay
[357] today
[353] restrictions

Top Words in Tweet in G2:
[913] governortomwolf
[615] covid
[327] secretarylevine
[290] virus
[225] pa
[188] app
[170] people
[140] alert
[118] deaths
[99] nursing

Top Words in Tweet in G3:
[276] governortomwolf
[222] covid
[202] realdonaldtrump
[127] joebiden
[127] speakerpelosi
[124] senschumer
[123] donaldjtrumpjr
[123] cnn
[122] barackobama
[122] ivankatrump

Top Words in Tweet in G4:
[416] governortomwolf
[281] covid
[216] governorsoffice
[156] today
[114] pa
[87] alert
[85] 19
[79] virus
[78] app
[71] secretarylevine

Top Words in Tweet in G5:
[280] governortomwolf
[265] atwarwithwolf
[128] wolf
[125] covid
[96] secretarylevine
[96] data
[95] unconstitutional
[94] recall
[94] spring
[94] told

Top Words in Tweet in G6:
[257] governortomwolf
[192] covid
[71] virus
[51] kyleforus
[48] commons69917449
[40] 19
[35] masks
[33] people
[32] spread
[32] think

Top Words in Tweet in G7:
[164] governortomwolf
[131] covid
[77] nursing
[48] homes
[46] 19
[44] deaths
[37] patients
[32] people
[31] senbobcasey
[24] positive

Top Words in Tweet in G8:
[85] governortomwolf
[53] covid
[28] virus
[27] kdka
[18] pa
[18] billpeduto
[18] under
[17] 99
[16] pittsburghpg
[16] nursing

Top Words in Tweet in G9:
[72] governortomwolf
[43] virus
[37] 19
[31] ingrahamangle
[30] co
[30] against
[30] humanity
[30] china
[29] covid
[29] conspirator

Top Words in Tweet in G10:
[48] pa
[48] governortomwolf
[44] johnfetterman
[40] never
[40] dr
[39] available
[39] birx
[38] ventilator
[38] capacity
[38] dropped

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[556] covid,19
[548] covid,alert
[496] alert,pa
[463] restrictions,unconstitutional
[449] covid,restrictions
[436] pa,app
[413] nursing,homes
[372] governortomwolf,secretarylevine
[354] motion,stay
[330] state,covid

Top Word Pairs in Tweet in G1:
[348] motion,stay
[333] restrictions,unconstitutional
[328] covid,restrictions
[319] state,covid
[318] kidgolferman,governortomwolf
[317] governortomwolf,judge
[317] judge,denies
[317] denies,pa
[317] pa,gov
[317] gov,wolfs

Top Word Pairs in Tweet in G2:
[146] secretarylevine,governortomwolf
[139] covid,alert
[132] alert,pa
[132] governortomwolf,secretarylevine
[104] pa,app
[78] covid,19
[71] nursing,homes
[62] unconstitutional,boom
[62] boom,governortomwolf
[61] russdiamond,unconstitutional

Top Word Pairs in Tweet in G3:
[123] realdonaldtrump,joebiden
[122] joebiden,barackobama
[122] barackobama,senschumer
[122] senschumer,speakerpelosi
[122] speakerpelosi,donaldjtrumpjr
[122] donaldjtrumpjr,ivankatrump
[121] markmeadows,stevenmnuchin1
[121] stevenmnuchin1,andrewyang
[121] andrewyang,kamalaharris
[121] kamalaharris,seanhannity

Top Word Pairs in Tweet in G4:
[139] governorsoffice,governortomwolf
[87] covid,alert
[84] covid,19
[83] alert,pa
[64] governortomwolf,secretarylevine
[63] today,governortomwolf
[62] governorsoffice,today
[60] pa,app
[35] donald,trump
[33] governortomwolf,urged

Top Word Pairs in Tweet in G5:
[94] recall,spring
[94] spring,told
[94] told,governortomwolf
[94] governortomwolf,decisions
[94] decisions,data
[94] data,driven
[94] driven,based
[94] based,science
[94] science,wolf
[93] governortomwolf,secretarylevine

Top Word Pairs in Tweet in G6:
[40] covid,19
[36] kyleforus,governortomwolf
[31] commons69917449,governortomwolf
[26] spread,covid
[23] governortomwolf,think
[23] think,wearing
[23] wearing,masks
[23] masks,shutdowns
[23] shutdowns,helped
[23] helped,prevent

Top Word Pairs in Tweet in G7:
[46] nursing,homes
[46] covid,19
[20] nursing,home
[17] covid,positive
[16] department,justice
[16] justice,requesting
[16] requesting,data
[16] data,governors
[16] covid,patients
[15] senbobcasey,realdonaldtrump

Top Word Pairs in Tweet in G8:
[14] under,age
[13] nursing,homes
[12] covid,19
[12] pittsburghpg,governortomwolf
[9] happening,today
[9] today,house
[9] house,representatives
[9] representatives,hold
[9] hold,meeting
[9] meeting,afternoon

Top Word Pairs in Tweet in G9:
[31] ingrahamangle,governortomwolf
[30] against,humanity
[29] co,conspirator
[29] 19,china
[29] crime,against
[29] humanity,governortomwolf
[28] coup,19
[28] china,virus
[27] virus,crime
[26] governortomwolf,co

Top Word Pairs in Tweet in G10:
[38] available,ventilator
[38] ventilator,capacity
[38] capacity,never
[38] never,dropped
[38] dropped,below
[38] below,70
[38] 70,pa
[38] pa,dr
[38] dr,deborah
[38] deborah,birx

Top Replied-To
Top Replied-To in Entire Graph:
@governortomwolf
@realdonaldtrump
@governorsoffice
@secretarylevine
@commons69917449
@atwarwithwolf
@kyleforus
@idealskeptic
@senbobcasey
@ingrahamangle

Top Replied-To in G1:
@governortomwolf
@loubarletta_pa
@cabinetwoman
@andrasko12
@kidgolferman
@governorsoffice
@secretarylevine
@kateg_tweets
@jamiereports
@jfsemmer

Top Replied-To in G2:
@governortomwolf
@secretarylevine
@governorsoffice
@idealskeptic
@imapeepels
@heatherbrenna13
@j_lem21
@pahealthdept
@atwarwithwolf
@pennsylvaniagov

Top Replied-To in G3:
@realdonaldtrump
@governortomwolf
@gwolfb
@senbobcasey
@nahanchi7068
@nbcphiladelphia
@thedemcoalition
@davese41
@robmonk
@beachloverdebi

Top Replied-To in G4:
@governorsoffice
@governortomwolf
@merylla59255340
@jrdblades
@phillyinquirer
@tonymango5
@debrahange1
@fyreniyce62
@dumpthefalse
@edwin_riddell

Top Replied-To in G5:
@governortomwolf
@atwarwithwolf
@blacksherrybl
@heat_meiser
@slm3169
@helinoftroy
@1776reset
@georgelandgrebe
@denisetut
@plamendobrev

Top Replied-To in G6:
@governortomwolf
@commons69917449
@kyleforus
@princesstef78
@pierogisandwich
@smitty187
@governorsoffice
@realstevevalli
@juanitapuce
@kevinmalonedmpc

Top Replied-To in G7:
@governortomwolf
@senbobcasey
@governorsoffice
@padcednews
@realkristikalis
@christinahaas17
@pahealthdept
@we_are_penn_st
@jazzmodeus2
@kyleforus

Top Replied-To in G8:
@governortomwolf
@pittsburghpg
@kdka
@billpeduto
@imsiegfried
@kccetalldead2me
@b_goncar
@hockeysniping
@edcleary1
@governorsoffice

Top Replied-To in G9:
@ingrahamangle
@macewindu33
@pennlive
@wgal
@chuckbecker17
@wnep
@kdka
@tomfitton
@zankfrappa2
@corey_fetterolf

Top Replied-To in G10:
@governortomwolf
@theothermom2
@brash_1
@notaffiliated71
@mcall
@realtimwilliams
@senkillion
@michaelforusa
@brian31869448
@clefantom1

Top Mentioned
Top Mentioned in Entire Graph:
@governortomwolf
@secretarylevine
@atwarwithwolf
@kidgolferman
@fettermanlt
@governorsoffice
@joebiden
@speakerpelosi
@realdonaldtrump
@tuckercarlson

Top Mentioned in G1:
@governortomwolf
@kidgolferman
@fettermanlt
@thevivafrei
@secretarylevine
@governorsoffice
@loubarletta_pa
@atwarwithwolf
@realdonaldtrump
@jmelwert

Top Mentioned in G2:
@governortomwolf
@secretarylevine
@russdiamond
@pahealthdept
@governorsoffice
@atwarwithwolf
@pennsylvaniagov
@heatherbrenna13
@karmagfy
@reneejt

Top Mentioned in G3:
@governortomwolf
@speakerpelosi
@joebiden
@senschumer
@cnn
@barackobama
@who
@donaldjtrumpjr
@ivankatrump
@kamalaharris

Top Mentioned in G4:
@governortomwolf
@governorsoffice
@secretarylevine
@pahealthdept
@governor_not
@joshshapiropa
@realdonaldtrump
@atwarwithwolf
@phillyinquirer
@kdka

Top Mentioned in G5:
@governortomwolf
@atwarwithwolf
@secretarylevine
@markknoller
@crocboy
@pahealthdept
@denisetut
@loewearl
@realdonaldtrump
@twawki2

Top Mentioned in G6:
@governortomwolf
@kyleforus
@commons69917449
@fettermanlt
@atwarwithwolf
@secretarylevine
@empolitim
@janet_mch
@princesstef78
@pretzelsandpino

Top Mentioned in G7:
@governortomwolf
@senbobcasey
@realdonaldtrump
@secretarylevine
@michellewening1
@padcednews
@katemkat23
@mrsrsfrey
@donaldroessler
@marly_usa

Top Mentioned in G8:
@governortomwolf
@kdka
@billpeduto
@pittsburghpg
@wpxi
@pahousegop
@pasenategop
@triblive
@wtae
@secretarylevine

Top Mentioned in G9:
@governortomwolf
@ingrahamangle
@digby_of
@abc27news
@wnep
@mstephani8
@sheepfarm44
@breitbartnews
@ams0035
@trumpcat04

Top Mentioned in G10:
@governortomwolf
@johnfetterman
@ace_fitzgerald
@brash_1
@secretarylevine
@clefantom1
@atwarwithwolf
@mcall
@realdonaldtrump
@brown_bomber_

Top Tweeters
Top Tweeters in Entire Graph:
@kat4obama
@miltonespinozaf
@yojudenz
@dclarediane
@lucysullivan888
@veram43395421
@thehill
@mitchiepoo46
@damonbethea1
@79topper

Top Tweeters in G1:
@kat4obama
@yojudenz
@dclarediane
@79topper
@darhar981
@superyayadize
@kimvie
@inittowinit007
@hlaurora63
@mtmarilyn2

Top Tweeters in G2:
@mcdonalds
@famouspixs
@austinlouis5
@coachweaver3
@kennethhowardc3
@margare04323327
@mackette52
@helenmag
@jaketapper
@partynxs

Top Tweeters in G3:
@lucysullivan888
@businessinsider
@foxnews
@nytimes
@cnbc
@time
@fox29philly
@lrihendry
@bengin1003
@cnn

Top Tweeters in G4:
@theoddgirl18
@paulmick
@samy45
@roxyloveslucy
@feinberg_linda
@lauferlaw
@monicakuepfer
@msnbc
@catsrangels2
@phillyinquirer

Top Tweeters in G5:
@justmepammy
@60sreno
@bexxmodd
@papacass84
@trisha78874415
@gcontrarian
@12voltman60
@beckyjohnson222
@mlemiller1151
@americanmike2

Top Tweeters in G6:
@foxnashville
@joy__hart
@lizabethzehner
@654321lady
@tdbgolfer
@billy357magnum
@dgatcha1
@smitty187
@jluckjoy
@bdzomba

Top Tweeters in G7:
@mitchiepoo46
@elizbethlmaness
@pa4taxpayers
@tony_sanky
@conniesuverkrup
@idgeorgio
@toniann561
@marly_usa
@scottpaterno
@horsesrlove22

Top Tweeters in G8:
@wpxi
@politico
@wtae
@klingensmith_j
@pittsburghpg
@iicrakdamirror
@triblive
@makarov__
@kdka
@steigerworld

Top Tweeters in G9:
@trumpcat04
@wtpbn
@wgal
@pennlive
@nascarred14
@trey_vondinkis
@deeenst
@abc27news
@tonybrunoshow
@breitbartnews

Top Tweeters in G10:
@miltonespinozaf
@veram43395421
@damonbethea1
@cheri_kentucky
@cftc10
@steph93065
@moveprofphd
@wwe
@hsmcnp
@ravngsofamadman