(corona OR virus OR covid) (%22Gov PA%22 OR GovernorTomWolf), Twitter, 2/7/2022 2:30:51 AM, 271490


FAQ | Problem?

(corona OR virus OR covid) (%22Gov PA%22 OR GovernorTomWolf)_2022-02-06_18-09-24.xlsx
(corona OR virus OR covid) ("Gov PA" OR GovernorTomWolf)_2022-02-06_18-09-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 07, 2022
Short Description:
(corona OR virus OR covid) ("Gov PA" OR GovernorTomWolf) via NodeXL https://bit.ly/3gqBXrx
@governortomwolf
@activistchick7
@dbut53
@bepresent4
@ionunit
@brandawnbradley
@communitybnkinv
@kdkaradioamnews
@maryhicks_3738
@jshea794

Top hashtags:
#covid19

Description:
Description
The graph represents a network of 219 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, 07 February 2022 at 02:09 UTC.

The requested start date was Monday, 07 February 2022 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 11-day, 1-hour, 43-minute period from Monday, 24 January 2022 at 02:18 UTC to Friday, 04 February 2022 at 04:01 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 : 219
Unique Edges : 222
Edges With Duplicates : 318
Total Edges : 540
Number of Edge Types : 5
Retweet : 27
MentionsInRetweet : 65
Replies to : 108
Mentions : 332
Tweet : 8
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0.0256410256410256
Reciprocated Edge Ratio : 0.05
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 218
Maximum Edges in a Connected Component : 539
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.897675
Graph Density : 0.00670269364500859
Modularity : 0.404547
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 219 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, 07 February 2022 at 02:09 UTC.

The requested start date was Monday, 07 February 2022 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 11-day, 1-hour, 43-minute period from Monday, 24 January 2022 at 02:18 UTC to Friday, 04 February 2022 at 04:01 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:
[6] https://www.pennlive.com/news/2020/11/protestors-in-harrisburg-call-for-covid-19-relief-for-low-income-elderly-and-incarcerated-people.html
[2] https://www.inquirer.com/news/pennsylvania-doc-covid-outbreak-sci-coronavirus-state-prisons-lockdown-20201212.html
[2] https://apnews.com/60a41d56b1012314c334e272c909ca54
[2] https://www.pa.gov/get-vaccinated
[1] https://wgme.com/news/coronavirus/lockdowns-in-us-and-europe-had-little-to-no-public-health-impact-study-says
[1] https://twitter.com/saleemholbrook/status/1489241836795408395
[1] https://twitter.com/solitarywatch/status/1488178337486884875
[1] https://twitter.com/Nelle_Pippen/status/1485705590026481667
[1] https://twitter.com/nelle_pippen/status/1485704599185072130
[1] https://twitter.com/RepKinsey/status/1486094359401582594

Top URLs in Tweet in G1:
[2] https://www.pa.gov/get-vaccinated
[1] https://www.governor.pa.gov/newsroom/round-up-gov-wolf-announces-1-7-billion-pandemic-recovery-plan/
[1] https://www.covidtests.gov/
[1] https://wgme.com/news/coronavirus/lockdowns-in-us-and-europe-had-little-to-no-public-health-impact-study-says
[1] https://philadelphia.cbslocal.com/2022/01/31/brandywine-hospital-closed-chester-county-pa-tower-health/
[1] https://twitter.com/GovernorTomWolf/status/1336752479816593408
[1] https://twitter.com/justin_sweitzer/status/1486480071040843779
[1] https://twitter.com/msmelkinsonphd/status/1486393296490582026
[1] https://twitter.com/login?redirect_after_login=%2Fmessages%2Fcompose%3Frecipient_id%3D835740314006511618%26text%3Dresist

Top URLs in Tweet in G2:
[2] https://apnews.com/60a41d56b1012314c334e272c909ca54
[1] https://twitter.com/couriertimes/status/1488270912503918597
[1] https://www.inquirer.com/news/walgreens-philadelphia-closing-covid-retail-20220129.html

Top URLs in Tweet in G3:
[1] https://bit.ly/3Gas63G
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/booster-shot.html
[1] https://sph.med.unsw.edu.au/news/covid-vaccines-dont-violate-nuremberg-code-heres-how-convince-doubters
[1] https://fullfact.org/health/daily-expose-covid-deaths-vaccine-deaths/
[1] https://apnews.com/article/pennsylvania-tom-wolf-coronavirus-pandemic-nursing-homes-7f4438604ef33677ba131b9cdddf1f2d

Top URLs in Tweet in G4:
[6] https://www.pennlive.com/news/2020/11/protestors-in-harrisburg-call-for-covid-19-relief-for-low-income-elderly-and-incarcerated-people.html
[2] https://www.inquirer.com/news/pennsylvania-doc-covid-outbreak-sci-coronavirus-state-prisons-lockdown-20201212.html
[1] https://twitter.com/saleemholbrook/status/1489241836795408395
[1] https://twitter.com/charlotteerosen/status/1485693257652871168
[1] https://twitter.com/RepKinsey/status/1486094359401582594
[1] https://twitter.com/nelle_pippen/status/1485704599185072130
[1] https://twitter.com/Nelle_Pippen/status/1485705590026481667
[1] https://twitter.com/solitarywatch/status/1488178337486884875

Top URLs in Tweet in G5:
[1] https://www.abc12.com/coronavirus/university-of-michigan-study-shows-mask-mandates-at-schools-show-lower-covid-transmission-rates/article_9dfcd525-94d5-50cb-9b00-ac1c2171d7fe.html

Top URLs in Tweet in G6:
[1] https://www.governor.pa.gov/live/
[1] http://www.c4cj.org/files/SEItaskforce.pdf

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12] covid19
[12] decarcerate
[9] prison
[9] pennsylvania
[3] freeourpeople
[3] commutationnow
[3] prisons
[2] philadelphia
[2] covid
[2] hb253



Top Hashtags in Tweet in G1:
[2] philadelphia
[1] fearmongering
[1] itsourlives
[1] unleashedemboldened
[1] massmurder
[1] pandemicide
[1] howmanywouldhavelived
[1] papol
[1] hb253

Top Hashtags in Tweet in G2:
[1] firecardona
[1] impeachbiden
[1] protectchildren

Top Hashtags in Tweet in G4:
[12] covid19
[12] decarcerate
[9] prison
[9] pennsylvania
[3] freeourpeople
[3] commutationnow
[3] prisons

Top Hashtags in Tweet in G6:
[1] parescueplan
[1] opioidcrisis
[1] pa
[1] hb253
[1] covid

Top Words
Top Words in Tweet in Entire Graph:
[149] governortomwolf
[147] covid
[34] people
[24] 19
[24] schools
[19] pa
[16] masks
[14] pahealthdept
[14] protect
[14] relief

Top Words in Tweet in G1:
[63] covid
[55] governortomwolf
[13] 19
[9] plan
[8] support
[7] billion
[7] families
[7] workers
[7] small
[7] relief

Top Words in Tweet in G2:
[19] schools
[14] governortomwolf
[13] covid
[12] mitigation
[11] masks
[9] seccardona
[8] ravages
[8] pa
[8] open
[8] proper

Top Words in Tweet in G3:
[25] covid
[21] governortomwolf
[12] pahealthdept
[6] die
[5] people
[5] bigstape
[4] nursing
[4] death
[4] slik_karl
[4] vaccines

Top Words in Tweet in G4:
[12] protect
[12] people
[12] #covid19
[12] #decarcerate
[10] saleemholbrook
[10] abolitionistlc
[9] way
[9] #prison
[9] #pennsylvania
[9] johnfetterman

Top Words in Tweet in G5:
[12] governortomwolf
[10] covid
[5] joshshapiropa
[5] policies
[4] jeffnewberry
[3] cover
[3] nursing
[3] home
[3] deaths
[3] houseman33

Top Words in Tweet in G6:
[7] governortomwolf
[7] help
[6] pahousedems
[6] repbradford
[6] covid
[6] relief
[5] right
[5] repmcclinton
[5] investing
[5] 19

Top Words in Tweet in G7:
[5] governortomwolf
[5] people
[5] covid
[4] senatorcollett
[3] stand
[3] line
[2] etokusa
[2] test
[2] mail
[2] purpose

Top Words in Tweet in G8:
[6] governortomwolf
[6] covid
[3] before
[2] falc676
[2] mail
[2] voting
[2] passed
[2] republican
[2] legislature
[2] year

Top Words in Tweet in G10:
[2] governortomwolf
[2] covid
[2] deaths
[2] wsj
[2] govs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[24] covid,19
[12] protect,people
[11] families,workers
[10] governortomwolf,pahealthdept
[10] masks,mitigation
[9] way,protect
[9] people,#prison
[9] #prison,#covid19
[9] #covid19,#decarcerate
[8] nursing,homes

Top Word Pairs in Tweet in G1:
[13] covid,19
[6] yesterday,governortomwolf
[6] governortomwolf,announced
[6] announced,billion
[6] billion,plan
[6] plan,support
[6] support,pennsylvania
[6] pennsylvania,families
[6] families,workers
[6] workers,small

Top Word Pairs in Tweet in G2:
[10] masks,mitigation
[7] covid,ravages
[7] open,masks
[7] proper,quarantine
[6] schools,open
[6] mitigation,test
[4] businesses,schools
[4] test,proper
[3] businesses,hospitals
[3] hospitals,schools

Top Word Pairs in Tweet in G3:
[10] governortomwolf,pahealthdept
[3] enniomagnarelli,governortomwolf
[3] dying,covid
[2] pahealthdept,governortomwolf
[2] died,covid
[2] months,initial
[2] initial,doses
[2] doses,received
[2] 18,months
[2] katedoy36540898,governortomwolf

Top Word Pairs in Tweet in G4:
[12] protect,people
[9] way,protect
[9] people,#prison
[9] #prison,#covid19
[9] #covid19,#decarcerate
[8] #decarcerate,robert
[8] robert,saleemholbrook
[8] saleemholbrook,abolitionistlc
[8] johnfetterman,georgetrudel3
[8] eji_org,ejusa

Top Word Pairs in Tweet in G5:
[3] jeffnewberry,governortomwolf
[3] houseman33,governortomwolf
[3] governortomwolf,joshshapiropa
[3] joshshapiropa,dougmastriano
[3] before,covid
[2] joshshapiropa,going
[2] going,look
[2] look,cover
[2] cover,governortomwolf
[2] governortomwolf,made

Top Word Pairs in Tweet in G6:
[5] right,governortomwolf
[5] governortomwolf,repmcclinton
[5] repmcclinton,repbradford
[5] repbradford,investing
[5] investing,covid
[5] covid,19
[5] 19,relief
[5] relief,funds
[5] funds,help
[5] help,families

Top Word Pairs in Tweet in G7:
[4] senatorcollett,governortomwolf
[3] stand,line
[2] etokusa,senatorcollett
[2] line,covid
[2] covid,test

Top Word Pairs in Tweet in G8:
[2] falc676,governortomwolf
[2] governortomwolf,mail
[2] mail,voting
[2] voting,passed
[2] passed,republican
[2] republican,legislature
[2] legislature,year
[2] year,before
[2] before,covid
[2] governortomwolf,covid

Top Replied-To
Top Replied-To in Entire Graph:
@governortomwolf
@bigstape
@jeffnewberry
@senatorcollett
@ren_ayyee
@ryanocean10
@katedoy36540898
@bnodesk
@enniomagnarelli
@conserv26124251

Top Replied-To in G1:
@governortomwolf
@ryanocean10
@david_latorre
@janmurphy
@pcntv
@benergyeac
@willsabol
@lisag724
@jerseygirl2inpa
@jetusername

Top Replied-To in G2:
@governortomwolf
@bnodesk
@facethenation
@monicagandhi9
@senbobcasey
@senatorcollett
@joshshapiropa
@kylegriffin1

Top Replied-To in G3:
@bigstape
@katedoy36540898
@enniomagnarelli
@conserv26124251
@baronj87
@slik_karl
@maryhicks_3738
@tree417711
@cooperc06053188
@governortomwolf

Top Replied-To in G4:
@charlotteerosen
@towardabolition

Top Replied-To in G5:
@jeffnewberry
@joshshapiropa
@sharkfoxpanda
@governortomwolf
@paulhenning818
@kimberlytravel
@mglovesfun
@houseman33
@mccloskeysayum

Top Replied-To in G6:
@pahousegop

Top Replied-To in G7:
@senatorcollett
@itzxcarnage
@etokusa
@sentimkearney

Top Replied-To in G8:
@falc676
@governortomwolf
@eagles5211
@garthfalkner

Top Replied-To in G9:
@nickjcacchione

Top Replied-To in G10:
@governortomwolf

Top Mentioned
Top Mentioned in Entire Graph:
@governortomwolf
@pahealthdept
@pahousedems
@abolitionistlc
@saleemholbrook
@johnfetterman
@seccardona
@georgetrudel3
@solitarywatch
@eji_org

Top Mentioned in G1:
@governortomwolf
@governorsoffice
@weismarkets
@pennsylvaniagov
@pahealthdept
@janmurphy
@penndotsec
@cdcgov
@slm3169
@ryanocean10

Top Mentioned in G2:
@governortomwolf
@seccardona
@potus
@pahousedems
@paattorneygen
@housedemocrats
@secbecerra
@cbsdschools
@senbobcasey
@phillymayor

Top Mentioned in G3:
@governortomwolf
@pahealthdept
@slik_karl
@covidiantracker
@enniomagnarelli
@baronj87
@bigstape
@jeffnewberry
@padeptofed
@pahealthsec

Top Mentioned in G4:
@abolitionistlc
@saleemholbrook
@johnfetterman
@governortomwolf
@georgetrudel3
@solitarywatch
@eji_org
@ejusa
@prisonreformmvt
@amistadlaw

Top Mentioned in G5:
@governortomwolf
@joshshapiropa
@dougmastriano
@houseman33
@jeffnewberry

Top Mentioned in G6:
@governortomwolf
@pahousedems
@repbradford
@repmcclinton
@pasenatedems
@governorsoffice
@pasenategop
@pahousegop

Top Mentioned in G7:
@governortomwolf
@senatorcollett
@etokusa
@senatorcosta
@senatorhughes

Top Mentioned in G8:
@governortomwolf
@sweetinxs

Top Mentioned in G9:
@elastigirlvotes
@rc74393694
@governortomwolf

Top Mentioned in G10:
@wsj
@phillyinquirer
@nytimes

Top Tweeters
Top Tweeters in Entire Graph:
@openletterbot
@nytimes
@foxnews
@washingtonpost
@abc
@cnn
@wsj
@nbcnews
@cbsnews
@cbs21news

Top Tweeters in G1:
@openletterbot
@breakinnewz01
@marywebb7
@jive_king
@cluw_girl
@david_latorre
@ljnarnia
@lisag724
@lanternsports1
@aquab23

Top Tweeters in G2:
@foxnews
@washingtonpost
@abc
@cnn
@nbcnews
@cbsnews
@msnbc
@npr
@kylegriffin1
@margbrennan

Top Tweeters in G3:
@bigstape
@missymohum
@herder_of_cats
@acended
@cooperc06053188
@sfox8802
@pahealthdept
@heat_meiser
@padeptofed
@toriamart

Top Tweeters in G4:
@prisonreformmvt
@dbut53
@ejusa
@georgetrudel3
@johnfetterman
@solitarywatch
@abolitionistlc
@charlotteerosen
@solitary_org
@wtiusa

Top Tweeters in G5:
@tonybrunoshow
@famoussheymus
@angryfleas
@jeffnewberry
@mglovesfun
@kimberlytravel
@sharkfoxpanda
@joshshapiropa
@benwren
@houseman33

Top Tweeters in G6:
@pamelariii8628
@pennslinger
@pahousedems
@pasenatedems
@repharris
@pahousegop
@speakup4pakids
@repmcclinton
@pasenategop
@repbradford

Top Tweeters in G7:
@senatorhughes
@bepresent4
@senatorcosta
@peoplercrazy_
@itzxcarnage
@senatorcollett
@sentimkearney
@etokusa

Top Tweeters in G8:
@eagles5211
@suurrrahh
@sweetinxs
@garthfalkner
@ionunit
@falc676

Top Tweeters in G9:
@elastigirlvotes
@rc74393694
@nickjcacchione
@brandawnbradley

Top Tweeters in G10:
@nytimes
@wsj
@phillyinquirer
@jshea794


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.