PaCSS, Twitter, 6/20/2022 1:26:53 PM, 278354


FAQ | Problem?

PaCSS Twitter NodeXL SNA Map and Report for Monday, 20 June 2022 at 13:25 UTC
PaCSS Twitter NodeXL SNA Map and Report for Monday, 20 June 2022 at 13:25 UTC
From:
marc_smith
Uploaded on:
June 20, 2022
Short Description:
PaCSS via NodeXL https://bit.ly/3y3lVNY
@johngmcnutt
@shugars
@davidlazer
@tokyomay
@deb_lavoy
@yemretapan
@iqss
@ryn_wang
@imsonoshah
@jacktllp

Top hashtags:
#pacss
#homophily
#polnet2022
#politics
#css
#thegreattranslationmovement
#proudsupervisormoment

Description:
Description
The graph represents a network of 101 Twitter users whose recent tweets contained "PaCSS", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 20 June 2022 at 13:25 UTC.

The tweets in the network were tweeted over the 4-day, 22-hour, 41-minute period from Monday, 13 June 2022 at 22:59 UTC to Saturday, 18 June 2022 at 21:41 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 : 101
Unique Edges : 265
Edges With Duplicates : 204
Total Edges : 469
Number of Edge Types : 5
Retweet : 113
MentionsInRetweet : 200
Tweet : 47
Mentions : 94
Replies to : 15
Self-Loops : 47
Reciprocated Vertex Pair Ratio : 0.102473498233216
Reciprocated Edge Ratio : 0.185897435897436
Connected Components : 6
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 94
Maximum Edges in a Connected Component : 460
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.495423
Graph Density : 0.0308910891089109
Modularity : 0.327808
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 101 Twitter users whose recent tweets contained "PaCSS", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 20 June 2022 at 13:25 UTC.

The tweets in the network were tweeted over the 4-day, 22-hour, 41-minute period from Monday, 13 June 2022 at 22:59 UTC to Saturday, 18 June 2022 at 21:41 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 : TwitterSearch
Graph Term : PaCSS
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[11] https://cssh.northeastern.edu/nulab/pacss/
[8] https://twitter.com/davidlazer/status/1537240219103031297
[8] https://twitter.com/pewmethods/status/1537467280547717120
[6] https://cssh.northeastern.edu/nulab/pacss/#top
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278341
[3] https://twitter.com/Shugars/status/1537443680239243267
[3] https://arxiv.org/abs/2203.10666
[3] https://youtubeaudit.com
[3] https://twitter.com/Shugars/status/1537502713667280896
[3] https://twitter.com/shugars/status/1537516476063686656

Top URLs in Tweet in G1:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278341
[3] https://twitter.com/davidlazer/status/1537240219103031297
[2] https://twitter.com/Shugars/status/1537502713667280896
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278343
[2] https://doi.apa.org/doiLanding?doi=10.1037%2Fxap0000418
[1] https://twitter.com/Shugars/status/1537443680239243267
[1] https://dataculture.northeastern.edu/2022/06/16/VP-Harris-PaCSS.html
[1] https://twitter.com/shugars/status/1537516476063686656
[1] https://twitter.com/pewmethods/status/1537467280547717120
[1] https://cssh.northeastern.edu/nulab/pacss/#top

Top URLs in Tweet in G2:
[7] https://cssh.northeastern.edu/nulab/pacss/
[3] https://cssh.northeastern.edu/nulab/pacss/#behavior
[2] https://arxiv.org/abs/2203.10666
[2] https://youtubeaudit.com

Top URLs in Tweet in G3:
[4] https://cssh.northeastern.edu/nulab/pacss/#top
[4] https://twitter.com/davidlazer/status/1537240219103031297
[1] https://cssh.northeastern.edu/nulab/pacss/
[1] https://twitter.com/pewmethods/status/1537467280547717120
[1] https://twitter.com/shugars/status/1537516476063686656
[1] https://twitter.com/Shugars/status/1537502713667280896
[1] https://twitter.com/kmmunger/status/1537511207866867719

Top URLs in Tweet in G4:
[2] https://twitter.com/Shugars/status/1537443680239243267
[2] https://cssh.northeastern.edu/nulab/pacss/
[1] https://cssh.northeastern.edu/nulab/pacss/#top
[1] https://twitter.com/davidlazer/status/1537240219103031297
[1] https://doi.apa.org/doiLanding?doi=10.1037%2Fxap0000418
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278341
[1] https://app.powerbi.com/view?r=eyJrIjoiNjc0Mjc2M2UtOTVkMi00ZWU4LTk3ZTctM2UxN2QzN2E3MWQ0IiwidCI6IjI5ZDRjMTFjLTA1N2MtNDg3Zi04ZmRhLWU4NmQ1OTkzOWU2NCIsImMiOjZ9
[1] https://twitter.com/leahellmueller/status/1537447436217503746
[1] https://twitter.com/shugars/status/1537516476063686656
[1] https://dataculture.northeastern.edu/2022/06/16/VP-Harris-PaCSS.html

Top URLs in Tweet in G5:
[1] https://cssh.northeastern.edu/nulab/pacss/#collectiveAction
[1] https://journalqd.org/article/view/2693
[1] https://twitter.com/marc_smith/status/1537892324855885824
[1] https://twitter.com/tokyomay/status/1537894003537899521
[1] https://www.eventbrite.com/e/fifth-annual-politics-and-computational-social-science-pacss-conference-registration-347167285697

Top URLs in Tweet in G6:
[6] https://twitter.com/pewmethods/status/1537467280547717120
[1] https://twitter.com/imsonoshah/status/1537467986050621441
[1] https://twitter.com/yemretapan/status/1538165318803001345

Top URLs in Tweet in G7:
[1] https://jasonjones.ninja/misc/PaCSS-Personally-Expressed-Identity-at-Scale.pdf
[1] https://osf.io/guah5/

Top Domains
Top Domains in Tweet in Entire Graph:
[34] twitter.com
[23] northeastern.edu
[7] nodexlgraphgallery.org
[3] arxiv.org
[3] youtubeaudit.com
[3] apa.org
[2] powerbi.com
[2] eventbrite.com
[1] jasonjones.ninja
[1] osf.io

Top Domains in Tweet in G1:
[10] twitter.com
[6] nodexlgraphgallery.org
[3] northeastern.edu
[2] apa.org
[1] arxiv.org
[1] youtubeaudit.com
[1] powerbi.com
[1] eventbrite.com

Top Domains in Tweet in G2:
[10] northeastern.edu
[2] arxiv.org
[2] youtubeaudit.com

Top Domains in Tweet in G3:
[8] twitter.com
[5] northeastern.edu

Top Domains in Tweet in G4:
[6] twitter.com
[4] northeastern.edu
[1] apa.org
[1] nodexlgraphgallery.org
[1] powerbi.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] northeastern.edu
[1] journalqd.org
[1] eventbrite.com

Top Domains in Tweet in G6:
[8] twitter.com

Top Domains in Tweet in G7:
[1] jasonjones.ninja
[1] osf.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[181] pacss
[9] homophily
[9] polnet2022
[6] politics
[6] css
[6] thegreattranslationmovement
[5] proudsupervisormoment
[5] oxconnectedlife
[4] metoo
[4] zoom



Top Hashtags in Tweet in G1:
[78] pacss
[5] proudsupervisormoment
[5] oxconnectedlife
[4] metoo
[3] thegreattranslationmovement
[3] polnet2022
[2] wesleyanmediaproject
[2] politics
[2] css
[1] bertopic

Top Hashtags in Tweet in G2:
[20] pacss
[3] politics
[3] css
[3] zoom
[3] academictwitter
[1] homophily
[1] fakenews
[1] pacss2022
[1] pacss22
[1] computationalsocialscience

Top Hashtags in Tweet in G3:
[33] pacss
[4] polnet2022
[1] homophily

Top Hashtags in Tweet in G4:
[28] pacss
[5] homophily

Top Hashtags in Tweet in G5:
[10] pacss
[3] bertopic
[3] thegreattranslationmovement
[1] pacss2022

Top Hashtags in Tweet in G6:
[9] pacss
[1] homophily

Top Hashtags in Tweet in G7:
[3] pacss
[2] polnet2022
[1] politics
[1] css

Top Words
Top Words in Tweet in Entire Graph:
[186] #pacss
[49] twitter
[40] great
[38] looking
[32] iqss
[31] presenting
[30] forward
[30] university
[29] thanks
[29] shugars

Top Words in Tweet in G1:
[82] #pacss
[28] university
[18] twitter
[16] research
[13] great
[11] shugars
[11] davidlazer
[10] presenting
[9] work
[9] data

Top Words in Tweet in G2:
[20] #pacss
[17] iqss
[14] thanks
[10] great
[10] tomorrow
[8] more
[7] youtube
[7] looking
[7] forward
[7] 11am

Top Words in Tweet in G3:
[33] #pacss
[13] work
[13] online
[9] looking
[8] great
[8] elite
[8] anti
[8] feminist
[8] comments
[8] approaches

Top Words in Tweet in G4:
[29] #pacss
[14] twitter
[9] partisan
[8] follows
[7] davidlazer
[7] join
[7] presenting
[6] presented
[6] shugars
[6] rahulbot

Top Words in Tweet in G5:
[10] #pacss
[7] forward
[5] jacktllp
[5] great
[4] panel
[4] look
[4] social
[4] thx
[4] photo
[3] shugars

Top Words in Tweet in G6:
[12] looking
[9] twitter
[9] #pacss
[7] report
[7] _bestvater
[7] griverorz
[7] aaron_w_smith
[7] findings
[7] data
[7] labs

Top Words in Tweet in G7:
[3] #pacss
[2] qualified
[2] pacss
[2] #polnet2022
[2] good

Top Words in Tweet in G8:
[3] pac
[3] trump
[2] cherijacobus
[2] open
[2] secrets
[2] expenditures
[2] placing
[2] ads
[2] yes
[2] difficult

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[20] looking,forward
[14] follows,twitter
[14] elite,anti
[14] anti,feminist
[12] computational,social
[12] social,science
[12] uc,davis
[11] #politics,#css
[10] alexi,quintana
[10] quintana,mathe

Top Word Pairs in Tweet in G1:
[8] uc,davis
[7] pacss,nodexl
[7] tokyomay,deb_lavoy
[6] pew,research
[6] research,center
[6] nodexl,shugars
[6] top,hashtags
[6] hashtags,#pacss
[6] #proudsupervisormoment,#oxconnectedlife
[6] #polnet2022,#politics

Top Word Pairs in Tweet in G2:
[7] looking,forward
[7] forward,#pacss
[7] #pacss,tomorrow
[7] tomorrow,iqss
[7] iqss,11am
[7] 11am,exciting
[7] exciting,line
[7] line,many
[7] many,thanks
[7] thanks,iqss

Top Word Pairs in Tweet in G3:
[8] elite,anti
[8] anti,feminist
[7] keyword,based
[7] based,approaches
[6] brilliant,colleague
[6] colleague,adinagitomer
[6] adinagitomer,presenting
[6] presenting,work
[6] work,examining
[6] examining,keyword

Top Word Pairs in Tweet in G4:
[8] follows,twitter
[5] amazing,experience
[5] experience,#pacss
[5] #pacss,presented
[5] presented,follows
[5] twitter,awesome
[5] awesome,coauthor
[5] coauthor,alexi
[5] alexi,quintana
[5] quintana,mathe

Top Word Pairs in Tweet in G5:
[4] look,forward
[3] having,lot
[3] lot,fun
[3] fun,presenting
[3] presenting,preliminary
[3] preliminary,results
[3] results,drawing
[3] drawing,#bertopic
[3] #bertopic,#thegreattranslationmovement
[3] #thegreattranslationmovement,#pacss

Top Word Pairs in Tweet in G6:
[7] findings,#pacss
[7] data,labs
[6] report,myself
[6] myself,_bestvater
[6] _bestvater,aaron_w_smith
[6] aaron_w_smith,griverorz
[6] griverorz,data
[6] labs,team
[6] team,looking
[6] looking,politics

Top Word Pairs in Tweet in G8:
[2] cherijacobus,open
[2] open,secrets
[2] secrets,expenditures
[2] expenditures,placing
[2] placing,ads
[2] ads,yes
[2] yes,difficult
[2] difficult,follow
[2] follow,pac
[2] pac,hence

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@davidlazer
@iqss
@shugars
@griverorz
@tokyomay
@adinagitomer
@imsonoshah
@aditi_d10
@_bestvater
@aaron_w_smith

Top Mentioned in G1:
@davidlazer
@shugars
@tokyomay
@griverorz
@aditi_d10
@iqss
@johngmcnutt
@yemretapan
@deb_lavoy
@imsonoshah

Top Mentioned in G2:
@iqss
@sagepublishers
@massivedata_gu
@nulabtmn
@shugars
@mwojcieszak
@anncc12
@mharoon_
@nshuman_chhabra
@xinliuucdavise1

Top Mentioned in G3:
@adinagitomer
@polnetworks
@chloeahn1016
@davidlazer
@jwoldense
@iqss
@sagepublishers
@massivedata_gu
@nulabtmn
@shugars

Top Mentioned in G4:
@davidlazer
@rahulbot
@shugars
@nujournalism
@iqss
@veraguo5
@camaj_camaj
@johngmcnutt
@yemretapan

Top Mentioned in G5:
@jacktllp
@tgtm_official
@tokyomay
@davidlazer
@mccabe_s
@hubertdau
@ryn_wang
@polnetworks
@slloydwilson
@marc_smith

Top Mentioned in G6:
@_bestvater
@griverorz
@aaron_w_smith
@pewresearch
@imsonoshah
@davidlazer

Top Tweeters
Top Tweeters in Entire Graph:
@cherijacobus
@angel2damax
@juliebhunt
@botforequality
@brendannyhan
@pewresearch
@deb_lavoy
@dynamicssiam
@hairmich42
@donotcallmemike

Top Tweeters in G1:
@juliebhunt
@botforequality
@deb_lavoy
@johngmcnutt
@lauranissen
@marc_smith
@oiioxford
@evoluchico
@realityteam11
@tim_gravelle

Top Tweeters in G2:
@iqss
@digdemlab
@kmmunger
@marek_kwiek
@zubair_shafiq
@aqsaqal
@nulabtmn
@mwojcieszak
@sgonzalezbailon
@brianmguay

Top Tweeters in G3:
@brendannyhan
@annenbergpenn
@shugars
@ryanjgallag
@foucaultwelles
@chukbak
@justinhgross
@aricgitomer
@syedarehaq
@adinagitomer

Top Tweeters in G4:
@angel2damax
@dynamicssiam
@katahdin5270
@mattcdata
@davidlazer
@aliceschwarze
@meg_heckman
@steverathje2
@nujournalism
@camaj_camaj

Top Tweeters in G5:
@northeastern
@psucommgraded
@slloydwilson
@tracccatgmu
@tokyomay
@tgtm_official
@mccabe_s
@saarahuang
@wang_yifei99
@ryn_wang

Top Tweeters in G6:
@pewresearch
@alec_h_tyson
@lauterbacherinn
@aaron_w_smith
@maneesh_arora
@imsonoshah
@griverorz
@meltemodabas
@ucfmshah
@_bestvater

Top Tweeters in G7:
@donotcallmemike
@jasonjones_jjj
@margaretfoster
@subcollectorsnp

Top Tweeters in G8:
@cherijacobus
@hairmich42
@lifeizwide


Tags:

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.