PaCSS, Twitter, 6/18/2022 4:56:48 PM, 278343


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PaCSS Twitter NodeXL SNA Map and Report for Saturday, 18 June 2022 at 16:50 UTC
PaCSS Twitter NodeXL SNA Map and Report for Saturday, 18 June 2022 at 16:50 UTC
From:
Marc_Smith
Uploaded on:
June 18, 2022
Short Description:
PaCSS via NodeXL https://bit.ly/39ysgYy
@shugars
@johngmcnutt
@davidlazer
@tokyomay
@deb_lavoy
@imsonoshah
@yemretapan
@iqss
@griverorz
@alvinyxz

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

Description:
Description
The graph represents a network of 94 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 Saturday, 18 June 2022 at 16:51 UTC.

The tweets in the network were tweeted over the 7-day, 18-hour, 56-minute period from Friday, 10 June 2022 at 21:23 UTC to Saturday, 18 June 2022 at 16:19 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 : 94
Unique Edges : 256
Edges With Duplicates : 100
Total Edges : 356
Number of Edge Types : 5
Retweet : 83
Mentions : 70
Tweet : 46
MentionsInRetweet : 146
Replies to : 11
Self-Loops : 46
Reciprocated Vertex Pair Ratio : 0.0942622950819672
Reciprocated Edge Ratio : 0.172284644194757
Connected Components : 7
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 86
Maximum Edges in a Connected Component : 344
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.642645
Graph Density : 0.0305422100205903
Modularity : 0.398267
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 94 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 Saturday, 18 June 2022 at 16:51 UTC.

The tweets in the network were tweeted over the 7-day, 18-hour, 56-minute period from Friday, 10 June 2022 at 21:23 UTC to Saturday, 18 June 2022 at 16:19 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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : 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/
[7] https://twitter.com/pewmethods/status/1537467280547717120
[6] https://twitter.com/davidlazer/status/1537240219103031297
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278341
[5] https://cssh.northeastern.edu/nulab/pacss/#top
[3] https://twitter.com/Shugars/status/1537502713667280896
[3] https://twitter.com/shugars/status/1537516476063686656
[3] https://doi.apa.org/doiLanding?doi=10.1037%2Fxap0000418
[3] https://cssh.northeastern.edu/nulab/pacss/#behavior
[2] https://twitter.com/leahellmueller/status/1537447436217503746

Top URLs in Tweet in G1:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278341
[2] https://twitter.com/Shugars/status/1537502713667280896
[2] https://www.eventbrite.com/e/fifth-annual-politics-and-computational-social-science-pacss-conference-registration-347167285697
[1] https://twitter.com/tokyomay/status/1537894003537899521
[1] https://dataculture.northeastern.edu/2022/06/16/VP-Harris-PaCSS.html
[1] https://twitter.com/shugars/status/1537516476063686656
[1] https://twitter.com/leahellmueller/status/1537447436217503746
[1] https://cssh.northeastern.edu/nulab/pacss/
[1] https://twitter.com/davidlazer/status/1537240219103031297
[1] https://twitter.com/marc_smith/status/1537892324855885824

Top URLs in Tweet in G2:
[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 G3:
[9] https://cssh.northeastern.edu/nulab/pacss/
[3] https://cssh.northeastern.edu/nulab/pacss/#behavior
[2] https://twitter.com/Shugars/status/1537443680239243267
[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://twitter.com/leahellmueller/status/1537447436217503746

Top URLs in Tweet in G4:
[6] https://twitter.com/pewmethods/status/1537467280547717120
[1] https://twitter.com/imsonoshah/status/1537467986050621441

Top URLs in Tweet in G5:
[1] https://twitter.com/shugars/status/1537516476063686656
[1] https://dataculture.northeastern.edu/2022/06/16/VP-Harris-PaCSS.html
[1] https://twitter.com/Shugars/status/1537516476063686656

Top URLs in Tweet in G6:
[1] https://cssh.northeastern.edu/nulab/pacss/#protests
[1] https://jasonjones.ninja/misc/PaCSS-Personally-Expressed-Identity-at-Scale.pdf
[1] https://osf.io/guah5/

Top URLs in Tweet in G7:
[2] https://doi.apa.org/doiLanding?doi=10.1037%2Fxap0000418

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[149] pacss
[7] polnet2022
[5] politics
[5] css
[5] thegreattranslationmovement
[4] proudsupervisormoment
[4] oxconnectedlife
[4] metoo
[4] zoom
[4] academictwitter



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

Top Hashtags in Tweet in G2:
[35] pacss
[3] polnet2022

Top Hashtags in Tweet in G3:
[27] pacss
[3] politics
[3] css
[3] zoom
[3] academictwitter
[1] homophily
[1] fakenews
[1] pacss2022
[1] pacss22
[1] computationalsocialscience

Top Hashtags in Tweet in G4:
[10] pacss
[2] homophily

Top Hashtags in Tweet in G5:
[7] pacss

Top Hashtags in Tweet in G6:
[3] pacss
[2] polnet2022
[1] politics
[1] css

Top Hashtags in Tweet in G7:
[5] pacss

Top Hashtags in Tweet in G9:
[2] pacss

Top Words
Top Words in Tweet in Entire Graph:
[153] #pacss
[34] great
[32] twitter
[29] university
[28] work
[28] iqss
[24] presenting
[23] shugars
[21] online
[21] social

Top Words in Tweet in G1:
[63] #pacss
[28] university
[14] great
[13] research
[13] social
[9] presenting
[9] davidlazer
[9] twitter
[9] shugars
[8] pacss

Top Words in Tweet in G2:
[35] #pacss
[15] online
[14] work
[10] elite
[10] anti
[10] feminist
[10] comments
[8] great
[8] approaches
[8] people

Top Words in Tweet in G3:
[28] #pacss
[20] iqss
[12] shugars
[11] tomorrow
[10] exciting
[9] great
[8] 11am
[8] line
[8] hosting
[8] support

Top Words in Tweet in G4:
[12] twitter
[10] #pacss
[7] report
[7] _bestvater
[7] aaron_w_smith
[7] griverorz
[7] findings
[6] data
[6] labs
[6] team

Top Words in Tweet in G5:
[7] #pacss
[5] rahulbot
[3] hopped
[3] river
[3] join
[3] nujournalism
[3] colleague
[3] presenting
[3] research
[3] gender

Top Words in Tweet in G6:
[3] pacss
[3] conference
[3] #pacss
[2] social
[2] qualified
[2] academic
[2] #polnet2022

Top Words in Tweet in G7:
[5] #pacss
[4] passive
[4] info
[4] consumers
[4] ll
[2] _jenallen
[2] adds
[2] excellent
[2] talk
[2] difference

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

Top Words in Tweet in G9:
[2] exposure
[2] radical
[2] content
[2] youtube
[2] #pacss
[2] ericka
[2] uc
[2] davis
[2] great

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[14] elite,anti
[14] anti,feminist
[13] computational,social
[13] social,science
[10] uc,davis
[9] #politics,#css
[9] keyword,based
[9] based,approaches
[9] #pacss,tomorrow
[9] tomorrow,iqss

Top Word Pairs in Tweet in G1:
[8] uc,davis
[6] computational,social
[6] social,science
[6] pew,research
[6] research,center
[4] social,media
[4] university,#pacss
[4] northeastern,university
[4] york,university
[4] university,michigan

Top Word Pairs in Tweet in G2:
[10] elite,anti
[10] 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 G3:
[8] #pacss,tomorrow
[8] tomorrow,iqss
[8] iqss,11am
[8] 11am,exciting
[8] exciting,line
[8] line,iqss
[8] iqss,hosting
[8] hosting,support
[8] support,sagepublishers
[8] sagepublishers,massivedata_gu

Top Word Pairs in Tweet in G4:
[7] findings,#pacss
[6] report,_bestvater
[6] _bestvater,aaron_w_smith
[6] aaron_w_smith,griverorz
[6] griverorz,data
[6] data,labs
[6] labs,team
[6] team,politics
[6] politics,twitter
[6] twitter,discussing

Top Word Pairs in Tweet in G5:
[3] hopped,river
[3] river,#pacss
[3] #pacss,join
[3] join,nujournalism
[3] nujournalism,colleague
[3] colleague,rahulbot
[3] rahulbot,presenting
[3] presenting,research
[3] research,gender
[3] gender,racial

Top Word Pairs in Tweet in G7:
[4] passive,info
[4] info,consumers
[2] _jenallen,adds
[2] adds,excellent
[2] excellent,talk
[2] talk,difference
[2] difference,exposure
[2] exposure,engagement
[2] engagement,fb
[2] fb,syncs

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

Top Word Pairs in Tweet in G9:
[2] exposure,radical
[2] radical,content
[2] content,youtube
[2] uc,davis

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@shugars
@iqss
@davidlazer
@griverorz
@aditi_d10
@adinagitomer
@sagepublishers
@massivedata_gu
@nulabtmn
@rahulbot

Top Mentioned in G1:
@davidlazer
@aditi_d10
@shugars
@tokyomay
@jacktllp
@iqss
@hubertdau
@tgtm_official
@johngmcnutt
@yemretapan

Top Mentioned in G2:
@adinagitomer
@chloeahn1016
@polnetworks
@soubhikbarari
@jwoldense
@davidlazer
@iqss
@sagepublishers
@massivedata_gu
@nulabtmn

Top Mentioned in G3:
@iqss
@shugars
@sagepublishers
@massivedata_gu
@nulabtmn
@davidlazer
@camaj_camaj
@chloeahn1016
@nujournalism

Top Mentioned in G4:
@_bestvater
@aaron_w_smith
@griverorz
@davidlazer
@veraguo5
@pewresearch
@imsonoshah

Top Mentioned in G5:
@rahulbot
@nujournalism
@meg_heckman

Top Mentioned in G7:
@realityteam11

Top Mentioned in G9:
@anncc12
@mwojcieszak

Top Tweeters
Top Tweeters in Entire Graph:
@cherijacobus
@angel2damax
@juliebhunt
@botforequality
@brendannyhan
@pewresearch
@deb_lavoy
@hairmich42
@donotcallmemike
@katahdin5270

Top Tweeters in G1:
@botforequality
@johngmcnutt
@northeastern
@lauranissen
@marc_smith
@oiioxford
@evoluchico
@psucommgraded
@slloydwilson
@oxdemtech

Top Tweeters in G2:
@brendannyhan
@annenbergpenn
@shugars
@ryanjgallag
@foucaultwelles
@chukbak
@tim_gravelle
@justinhgross
@aricgitomer
@syedarehaq

Top Tweeters in G3:
@davidlazer
@iqss
@digdemlab
@kmmunger
@marek_kwiek
@camaj_camaj
@aqsaqal
@nulabtmn
@mwojcieszak
@leahellmueller

Top Tweeters in G4:
@pewresearch
@alec_h_tyson
@lauterbacherinn
@aaron_w_smith
@maneesh_arora
@imsonoshah
@griverorz
@meltemodabas
@ucfmshah
@_bestvater

Top Tweeters in G5:
@angel2damax
@katahdin5270
@mattcdata
@meg_heckman
@nujournalism
@rahulbot

Top Tweeters in G6:
@donotcallmemike
@cetacean_needed
@jasonjones_jjj
@amyjammyjames
@subcollectorsnp

Top Tweeters in G7:
@juliebhunt
@deb_lavoy
@realityteam11
@_jenallen

Top Tweeters in G8:
@cherijacobus
@hairmich42
@lifeizwide

Top Tweeters in G9:
@zubair_shafiq
@anncc12


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