(corona OR virus OR covid) (%22Gov PA%22 OR GovernorTomWolf), Twitter, 12/6/2021 2:12:12 AM, 267690


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(corona OR virus OR covid) (%22Gov PA%22 OR GovernorTomWolf)_2021-12-05_18-09-24.xlsx
(corona OR virus OR covid) ("Gov PA" OR GovernorTomWolf)_2021-12-05_18-09-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2021
Short Description:
(corona OR virus OR covid) ("Gov PA" OR GovernorTomWolf) via NodeXL https://bit.ly/3lBx7e6
@governortomwolf
@jchrthomas
@blakerrick
@1631acts
@attachmesjlo
@daniellacinski
@zeroviruszone
@lbedell828
@activistchick7
@lulubomar

Top hashtags:
#covid
#covid19
#jeff

Description:
Description
The graph represents a network of 288 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, 06 December 2021 at 02:09 UTC.

The requested start date was Monday, 06 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 7-hour, 2-minute period from Monday, 22 November 2021 at 05:30 UTC to Sunday, 05 December 2021 at 12:32 UTC.

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 : 288
Unique Edges : 351
Edges With Duplicates : 225
Total Edges : 576
Number of Edge Types : 5
Mentions : 329
Replies to : 109
Retweet : 42
MentionsInRetweet : 93
Tweet : 3
Self-Loops : 4
Reciprocated Vertex Pair Ratio : 0.0192307692307692
Reciprocated Edge Ratio : 0.0377358490566038
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 285
Maximum Edges in a Connected Component : 572
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 3.031811
Graph Density : 0.0051296941540844
Modularity : 0.519322
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 288 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, 06 December 2021 at 02:09 UTC.

The requested start date was Monday, 06 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 7-hour, 2-minute period from Monday, 22 November 2021 at 05:30 UTC to Sunday, 05 December 2021 at 12:32 UTC.

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:
[2] https://www.vaccines.gov/
[2] https://www.governor.pa.gov/newsroom/governor-wolf-nearly-6000-businesses-received-support-through-pennsylvanias-covid-19-hospitality-industry-relief-program/
[1] https://www.theguardian.com/world/2021/oct/16/us-throws-out-millions-doses-covid-vaccine-world-shortages
[1] https://twitter.com/govparsonmo/status/1466802437562322951
[1] https://twitter.com/mercola/status/1466804624103460864
[1] https://brandnewtube.com/watch/finally-medical-proof-the-covid-jab-is-quot-murder-quot_TWpj5FDYSrjRIsT.html
[1] https://twitter.com/WHCOS/status/1466388887165616130
[1] https://twitter.com/gopchairwoman/status/1466488518037889025
[1] https://twitter.com/timonpoint/status/1466379792715030531
[1] https://www.forbes.com/sites/roberthart/2021/09/16/mass-shootings-soared-during-pandemic---and-researchers-think-covid-stress-could-be-to-blame/

Top URLs in Tweet in G1:
[2] https://www.vaccines.gov/
[2] https://www.governor.pa.gov/newsroom/governor-wolf-nearly-6000-businesses-received-support-through-pennsylvanias-covid-19-hospitality-industry-relief-program/
[1] https://www.theguardian.com/world/2021/oct/16/us-throws-out-millions-doses-covid-vaccine-world-shortages
[1] https://twitter.com/mercola/status/1466804624103460864
[1] https://brandnewtube.com/watch/finally-medical-proof-the-covid-jab-is-quot-murder-quot_TWpj5FDYSrjRIsT.html
[1] https://www.governor.pa.gov/newsroom/commission-on-asian-pacific-american-affairs-to-host-vaccine-clinic-in-harrisburg/
[1] https://www.post-gazette.com/news/covid-19/2021/11/29/CDC-is-fixing-its-Pa-vaccine-data-after-reports-of-inaccuracy/stories/202111290134
[1] https://twitter.com/wsj/status/1464681718124797953
[1] https://brisam9.blogspot.com/2021/04/blog-post.html

Top URLs in Tweet in G2:
[1] https://twitter.com/govparsonmo/status/1466802437562322951

Top URLs in Tweet in G3:
[1] https://twitter.com/gopchairwoman/status/1466488518037889025

Top URLs in Tweet in G4:
[1] https://twitter.com/contrarian4data/status/1465664302455549952
[1] https://twitter.com/MegBeileen/status/1464301970169212935

Top URLs in Tweet in G7:
[1] https://twitter.com/hhsgov/status/1457853459349139461

Top URLs in Tweet in G8:
[1] https://www.citizen.co.za/news/covid-19/2930014/new-covid-19-variant-phaahla-25-november-2021/
[1] https://apnews.com/article/pennsylvania-tom-wolf-coronavirus-pandemic-nursing-homes-7f4438604ef33677ba131b9cdddf1f2d

Top URLs in Tweet in G9:
[1] https://theconversation.com/no-vaccinated-people-are-not-just-as-infectious-as-unvaccinated-people-if-they-get-covid-171302
[1] https://www.pfizer.com/news/press-release/press-release-detail/pfizer-and-biontech-conclude-phase-3-study-covid-19-vaccine
[1] https://covid.cdc.gov/covid-data-tracker/#rates-by-vaccine-status
[1] https://www.fda.gov/news-events/press-announcements/fda-approves-first-covid-19-vaccine
[1] https://www.reuters.com/article/factcheck-covid-mrna-gene/fact-check-mrna-vaccines-are-distinct-from-gene-therapy-which-alters-recipients-genes-idUSL1N2PH16N
[1] https://www.webmd.com/lung/news/20210719/covid-19-vaccines-not-gene-therapy
[1] https://health-desk.org/articles/covid-19-vaccines-do-not-alter-human-dna
[1] https://apnews.com/article/fact-checking-970830023526
[1] https://www.poynter.org/fact-checking/2021/why-the-covid-19-survival-rate-is-not-over-99/
[1] https://www.medicalnewstoday.com/articles/covid-19-do-vaccines-protect-better-than-infection-induced-immunity

Top URLs in Tweet in G10:
[1] https://us-covid-testing.company.site/

Top Domains
Top Domains in Tweet in Entire Graph:
[12] twitter.com
[3] pa.gov
[2] vaccines.gov
[2] cdc.gov
[2] apnews.com
[1] theguardian.com
[1] brandnewtube.com
[1] forbes.com
[1] post-gazette.com
[1] cbc.ca

Top Domains in Tweet in G1:
[3] pa.gov
[2] vaccines.gov
[2] twitter.com
[1] theguardian.com
[1] brandnewtube.com
[1] post-gazette.com
[1] blogspot.com

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

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[2] twitter.com

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

Top Domains in Tweet in G8:
[1] co.za
[1] apnews.com

Top Domains in Tweet in G9:
[1] theconversation.com
[1] pfizer.com
[1] cdc.gov
[1] fda.gov
[1] reuters.com
[1] webmd.com
[1] health-desk.org
[1] apnews.com
[1] poynter.org
[1] medicalnewstoday.com

Top Domains in Tweet in G10:
[1] company.site

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] covid
[2] covid19
[1] jeff
[1] missouri
[1] rentrelief
[1] covidvariant
[1] covid_19
[1] covidtesting
[1] omicron
[1] stoptheshot



Top Hashtags in Tweet in G1:
[1] covid
[1] rentrelief
[1] omicron
[1] covid19
[1] maskmandate
[1] maskkids

Top Hashtags in Tweet in G2:
[1] jeff
[1] missouri

Top Hashtags in Tweet in G5:
[1] vaccinemandates
[1] covid
[1] covid19vaccine
[1] unmaskourchildren

Top Hashtags in Tweet in G7:
[1] stoptheshot

Top Hashtags in Tweet in G10:
[1] covidvariant
[1] covid_19
[1] covid19
[1] covidtesting

Top Words
Top Words in Tweet in Entire Graph:
[159] governortomwolf
[129] covid
[44] pediatric
[37] vaccine
[31] vaccines
[30] flotus
[24] great
[23] philly
[23] talk
[23] safe

Top Words in Tweet in G1:
[80] governortomwolf
[52] covid
[44] pediatric
[33] vaccine
[30] flotus
[26] vaccines
[23] great
[23] philly
[23] safe
[22] join

Top Words in Tweet in G2:
[2] hawleymo
[2] kmbc
[2] raquelmartintv
[2] newspressnow
[2] kytv
[2] krcg13
[2] fox2now
[2] kmov
[2] missourinet
[2] komunews

Top Words in Tweet in G3:
[8] governortomwolf
[7] covid
[6] joshshapiropa
[3] senbobcasey
[3] sentoomey
[2] kdka
[2] repconorlamb
[2] vaccines
[2] potus
[2] repmgs

Top Words in Tweet in G4:
[5] governortomwolf
[4] pahealthsec
[3] covid
[3] schools
[2] pahealthdept
[2] pdesecretary
[2] children
[2] masks
[2] virus
[2] testing

Top Words in Tweet in G5:
[2] phillymayor
[2] governortomwolf

Top Words in Tweet in G6:
[2] covid
[2] vp
[2] governortomwolf

Top Words in Tweet in G7:
[2] risk

Top Words in Tweet in G8:
[7] governortomwolf
[7] covid
[2] j_lem21
[2] spreading
[2] nursing
[2] home
[2] marciep40791741
[2] people
[2] bigstape
[2] deaths

Top Words in Tweet in G9:
[20] governortomwolf
[16] lextune
[13] gritshappen
[9] covid
[4] triviagirl112
[4] vaccine
[3] vaccinated
[3] study
[3] damage
[2] bigdaddy10k

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[22] great,join
[22] join,flotus
[22] flotus,philly
[22] philly,morning
[22] morning,talk
[22] talk,pediatric
[22] pediatric,vaccines
[22] vaccines,pediatric
[22] pediatric,vaccine
[22] vaccine,safe

Top Word Pairs in Tweet in G1:
[22] great,join
[22] join,flotus
[22] flotus,philly
[22] philly,morning
[22] morning,talk
[22] talk,pediatric
[22] pediatric,vaccines
[22] vaccines,pediatric
[22] pediatric,vaccine
[22] vaccine,safe

Top Word Pairs in Tweet in G2:
[2] hawleymo,kmbc
[2] kmbc,raquelmartintv
[2] raquelmartintv,newspressnow
[2] newspressnow,kytv
[2] kytv,krcg13
[2] krcg13,fox2now
[2] fox2now,kmov
[2] kmov,missourinet
[2] missourinet,komunews
[2] komunews,kfvsnews

Top Word Pairs in Tweet in G3:
[3] senbobcasey,sentoomey
[2] joshshapiropa,friend
[2] friend,governortomwolf
[2] governortomwolf,closed
[2] closed,over
[2] over,260
[2] 260,000
[2] 000,pa
[2] pa,businesses
[2] businesses,due

Top Word Pairs in Tweet in G4:
[2] everything,governortomwolf
[2] governortomwolf,administration
[2] administration,done
[2] done,covid
[2] covid,pahealthsec
[2] pahealthsec,inserting
[2] inserting,herself
[2] herself,bucks
[2] bucks,county

Top Word Pairs in Tweet in G6:
[2] vp,governortomwolf

Top Word Pairs in Tweet in G8:
[2] nursing,home
[2] marciep40791741,governortomwolf
[2] bigstape,governortomwolf

Top Word Pairs in Tweet in G9:
[9] lextune,gritshappen
[9] gritshappen,governortomwolf
[4] triviagirl112,governortomwolf
[4] gritshappen,lextune
[4] lextune,governortomwolf
[3] lextune,triviagirl112
[2] covid,19
[2] keep,digging

Top Replied-To
Top Replied-To in Entire Graph:
@governortomwolf
@lextune
@heatherlemal
@governorsoffice
@gritshappen
@pahealthdept
@bludoganchorite
@bunnysql
@slayerwolf11
@tonyseig

Top Replied-To in G1:
@governortomwolf
@governorsoffice
@pahealthdept
@tonyseig
@legallevy
@ericgore19
@soulscreme
@dorigan23
@tiedied2much3
@mmmvp56

Top Replied-To in G2:
@hawleymo

Top Replied-To in G3:
@cranberrywx
@joshshapiropa
@__j__jay__
@mcswainpa
@governortomwolf

Top Replied-To in G4:
@lowermerionsd
@pdesecretary
@benwakana46

Top Replied-To in G5:
@keeleyfox29

Top Replied-To in G6:
@fearnley_k
@david_latorre

Top Replied-To in G8:
@marciep40791741
@bigstape
@j_lem21
@genderve
@jlavaton

Top Replied-To in G9:
@lextune
@gritshappen
@bigdaddy10k
@triviagirl112
@m4rshallm
@governortomwolf

Top Replied-To in G10:
@sencortezmasto

Top Mentioned
Top Mentioned in Entire Graph:
@governortomwolf
@flotus
@governorsoffice
@getjiggy_withit
@gritshappen
@bunnysql
@joshshapiropa
@potus
@bludoganchorite
@pahealthsec

Top Mentioned in G1:
@governortomwolf
@flotus
@governorsoffice
@troncellitilaw
@pahealthdept
@firsttimer01
@smashomash
@hardunkichud_d
@tiedied2much3

Top Mentioned in G2:
@kmbc
@raquelmartintv
@newspressnow
@kytv
@krcg13
@fox2now
@kmov
@missourinet
@komunews
@kfvsnews

Top Mentioned in G3:
@governortomwolf
@joshshapiropa
@senbobcasey
@sentoomey
@kdka
@repconorlamb
@potus
@repmgs
@kamenta
@wpxi

Top Mentioned in G4:
@governortomwolf
@pahealthsec
@pahealthdept
@potus
@seccardona
@montcohealthpa
@valarkooshpa
@joshshapiropa
@pdesecretary
@psea

Top Mentioned in G5:
@phillymayor
@governortomwolf
@phlpublichealth
@nhlflyers
@sixers
@phillypolice
@ppdcommish
@philadao
@usao_edpa
@atfphiladelphia

Top Mentioned in G6:
@vp
@governortomwolf
@doctorasadkhan
@nicecomms
@nih
@markedbycovid
@potus
@joebiden
@nycmayor

Top Mentioned in G7:
@sentedcruz
@senmikelee
@tomcottonar
@hawleymo
@senategop
@housegop
@pasenategop
@pahousegop
@govabbott
@govrondesantis

Top Mentioned in G8:
@governortomwolf
@turbodsm
@jeff75998275
@j_lem21

Top Mentioned in G9:
@governortomwolf
@gritshappen
@lextune
@triviagirl112
@covidprofessor
@bigdaddy10k

Top Mentioned in G10:
@govsisolak
@louleonguerrero
@governortomwolf
@delekusholdings
@southwestair
@delta

Top Tweeters
Top Tweeters in Entire Graph:
@delta
@southwestair
@smilan317
@fox29philly
@wpxi
@kmbc
@wtae
@iridescentashes
@lirehirsch
@rifleman4wvu

Top Tweeters in G1:
@iridescentashes
@lirehirsch
@bonnibk
@kelhuntslight
@thejossgroup
@cats4mice
@goodwitch5
@verbatim411
@midsummer_dream
@mjyank13

Top Tweeters in G2:
@smilan317
@kmbc
@ksdknews
@fox2now
@fox4kc
@stltoday
@kmov
@kfvsnews
@trytostopjane
@komunews

Top Tweeters in G3:
@wpxi
@wtae
@pittsburghpg
@kdka
@janettekirchner
@pasenatedems
@thedemocrats
@pagop
@kamenta
@fedupinphilly41

Top Tweeters in G4:
@drericding
@nicolledwallace
@cdcgov
@christine032407
@usedgov
@activistchick7
@maddow
@valarkooshpa
@psea
@lowermerionsd

Top Tweeters in G5:
@fox29philly
@sixers
@nhlflyers
@phlpublichealth
@keeleyfox29
@phillypolice
@phillymayor
@philadao
@usao_edpa
@toddkbailey

Top Tweeters in G6:
@david_latorre
@nycmayor
@coachjeb18
@nih
@nicecomms
@markedbycovid
@joebiden
@vp
@doctorasadkhan
@fearnley_k

Top Tweeters in G7:
@housegop
@1631acts
@senategop
@sentedcruz
@pahousegop
@pasenategop
@govabbott
@tomcottonar
@senmikelee
@govrondesantis

Top Tweeters in G8:
@bigstape
@acended
@jeff75998275
@j_lem21
@jlavaton
@marciep40791741
@genderve
@turbodsm

Top Tweeters in G9:
@gritshappen
@heat_meiser
@triviagirl112
@lextune
@covidprofessor
@bigdaddy10k
@m4rshallm

Top Tweeters in G10:
@delta
@southwestair
@sencortezmasto
@govsisolak
@zeroviruszone
@louleonguerrero
@delekusholdings


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