PACSS, Twitter, 8/30/2019 9:37:10 PM, 208223


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PACSS Twitter NodeXL SNA Map and Report for Friday, 30 August 2019 at 21:26 UTC
PACSS Twitter NodeXL SNA Map and Report for Friday, 30 August 2019 at 21:26 UTC
From:
Marc_Smith
Uploaded on:
August 30, 2019
Short Description:
PACSS via NodeXL http://bit.ly/2zxJSxX
@smandpbot
@andyguess
@sageoceantweets
@shugars
@davidlazer
@pewresearch
@fgilardi
@kmetzlersage
@nick_b_adams
@smapp_nyu

Top hashtags:
#pacss
#apsa2019
#apsa
#computationalsocialscience
#pacss2019
#politics
#socialmedia

Description:
Description
The graph represents a network of 58 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 Friday, 30 August 2019 at 21:26 UTC.

The tweets in the network were tweeted over the 7-day, 1-hour, 20-minute period from Friday, 23 August 2019 at 19:24 UTC to Friday, 30 August 2019 at 20:45 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 : 59
Unique Edges : 158
Edges With Duplicates : 43
Total Edges : 201
Number of Edge Types : 4
Mentions : 148
Retweet : 40
Replies to : 6
Tweet : 7
Self-Loops : 7
Reciprocated Vertex Pair Ratio : 0.125827814569536
Reciprocated Edge Ratio : 0.223529411764706
Connected Components : 4
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 52
Maximum Edges in a Connected Component : 192
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.753399
Graph Density : 0.0496785505552309
Modularity : 0.490972
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://calendly.com/nickadams/15min
[5] https://mccourt.georgetown.edu/PaCSS
[4] https://tag.works/
[2] https://smpa.gwu.edu/sites/g/files/zaxdzs2046/f/downloads/APSA%20Preconference%20Agenda%202019.pdf
[2] https://medium.com/@nick_65591/the-5-pitfalls-of-document-labeling-and-how-to-avoid-them-716ebb60f150?source=friends_link&sk=027bb665fcb2b968e1d08fb75ef2d60f
[2] https://medium.com/@nick_65591/no-more-tradeoffs-the-era-of-big-content-analysis-has-come-a181f92c649e?source=friends_link&sk=22b3002cb94296270b21be3ea392146a
[2] https://link.medium.com/83fdUpczwZ
[1] https://twitter.com/prof_mirya/status/1166713465085579265
[1] https://medium.com/@nick_65591/ai-and-social-science-are-about-to-get-a-lot-better-6e3c07a44502?source=friends_link&sk=a71913cb2372fcc2f19fad5a2e630cb9
[1] https://twitter.com/SAGEOceanTweets/status/1167435595846754305

Top URLs in Tweet in G1:
[1] https://link.medium.com/83fdUpczwZ
[1] https://twitter.com/SAGEOceanTweets/status/1166729405768404993
[1] https://mccourt.georgetown.edu/PaCSS

Top URLs in Tweet in G2:
[5] https://calendly.com/nickadams/15min
[4] https://tag.works/
[2] https://medium.com/@nick_65591/the-5-pitfalls-of-document-labeling-and-how-to-avoid-them-716ebb60f150?source=friends_link&sk=027bb665fcb2b968e1d08fb75ef2d60f
[2] https://medium.com/@nick_65591/no-more-tradeoffs-the-era-of-big-content-analysis-has-come-a181f92c649e?source=friends_link&sk=22b3002cb94296270b21be3ea392146a
[1] https://twitter.com/SAGEOceanTweets/status/1167435595846754305
[1] https://medium.com/@nick_65591/ai-and-social-science-are-about-to-get-a-lot-better-6e3c07a44502?source=friends_link&sk=a71913cb2372fcc2f19fad5a2e630cb9
[1] https://mccourt.georgetown.edu/PaCSS?utm_source=twitter&utm_medium=SAGE_social&utm_content=sageoceantweets&utm_term=738a70e2-c9e6-4597-801f-9e5efceb0c0e
[1] https://ocean.sagepub.com/blog/its-good-to-share-encouraging-the-sharing-reuse-and-citation-of-teaching-materials-in-computational-social-science?utm_source=twitter&utm_medium=SAGE_social&utm_content=sageoceantweets&utm_term=a88ac20e-993d-4ffd-9a25-33b6b2b4cff2
[1] https://journals.sagepub.com/doi/10.1177/2158244019864484?ai=4u6gg&ui=4rb1y&af=T&utm_source=twitter&utm_medium=SAGE_social&utm_content=sageoceantweets&utm_term=a1591fe9-8d11-4b35-b57f-3b2a3aa18cbd
[1] https://link.medium.com/83fdUpczwZ

Top URLs in Tweet in G3:
[1] https://mccourt.georgetown.edu/pacss

Top URLs in Tweet in G4:
[2] https://smpa.gwu.edu/sites/g/files/zaxdzs2046/f/downloads/APSA%20Preconference%20Agenda%202019.pdf
[2] https://mccourt.georgetown.edu/PaCSS
[1] https://twitter.com/prof_mirya/status/1166713465085579265
[1] http://chriswarshaw.com/lpe_conference/
[1] https://twitter.com/polipsyprof/status/1166672987388620801?s=21

Top URLs in Tweet in G5:
[2] https://mccourt.georgetown.edu/PaCSS

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] pacss
[29] apsa2019
[11] apsa
[7] computationalsocialscience
[5] pacss2019
[4] politics
[3] socialmedia
[3] politicalparticipation
[2] socialscientists
[2] deeplearning



Top Hashtags in Tweet in G1:
[19] pacss
[11] apsa2019
[2] computationalsocialscience
[1] socialscientists
[1] deeplearning
[1] politics
[1] socialnetworkanalysis
[1] pacss2019

Top Hashtags in Tweet in G2:
[18] pacss
[14] apsa2019
[5] computationalsocialscience
[3] politics
[3] socialmedia
[3] politicalparticipation
[1] socialnetworkanalysis
[1] socialscientists
[1] deeplearning
[1] apsa19

Top Hashtags in Tweet in G3:
[11] apsa
[2] apsa2019

Top Hashtags in Tweet in G4:
[2] apsa2019
[2] pacss2019
[1] polcomm2019

Top Hashtags in Tweet in G5:
[2] pacss2019

Top Hashtags in Tweet in G7:
[1] pacss

Top Words
Top Words in Tweet in Entire Graph:
[63] Words in Sentiment List#1: Positive
[11] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1903] Non-categorized Words
[1977] Total Words
[46] #pacss
[37] conference
[35] social
[35] science
[32] #apsa2019

Top Words in Tweet in G1:
[20] #pacss
[14] davidlazer
[13] m_a_bailey
[11] conference
[11] forward
[11] out
[11] #apsa2019
[10] final
[10] schedule
[10] pre

Top Words in Tweet in G2:
[25] #pacss
[17] #apsa2019
[12] social
[12] science
[9] conference
[7] demo
[7] marriott
[7] lobby
[7] backed
[7] sage_news

Top Words in Tweet in G3:
[13] pre
[13] conference
[13] pacss
[11] lots
[11] smapp_nyu
[11] representation
[11] #apsa
[11] computational
[11] social
[11] science

Top Words in Tweet in G4:
[6] political
[5] agenda
[4] papers
[3] pre
[3] today
[2] #apsa2019
[2] conferences
[2] communication
[2] live
[2] #pacss2019

Top Words in Tweet in G5:
[2] excited
[2] nlp
[2] workshop
[2] afternoon
[2] pewresearch
[2] #pacss2019

Top Words in Tweet in G7:
[2] conference

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[34] social,science
[26] computational,social
[23] looking,forward
[16] pre,conference
[15] politics,computational
[13] science,pacss
[12] final,schedule
[12] schedule,pre
[12] pre,#apsa2019
[12] #apsa2019,conference

Top Word Pairs in Tweet in G1:
[10] final,schedule
[10] schedule,pre
[10] pre,#apsa2019
[10] #apsa2019,conference
[10] conference,politics
[10] politics,computational
[10] computational,social
[10] social,science
[10] science,#pacss
[10] #pacss,online

Top Word Pairs in Tweet in G2:
[11] social,science
[7] marriott,lobby
[7] lobby,backed
[7] leader,social
[7] science,methods
[6] #apsa2019,#pacss
[5] demo,apsa
[5] apsa,marriott
[5] global,leader
[5] andyguess,yogwe

Top Word Pairs in Tweet in G3:
[13] pre,conference
[11] lots,smapp_nyu
[11] smapp_nyu,representation
[11] representation,#apsa
[11] #apsa,pre
[11] conference,computational
[11] computational,social
[11] social,science
[11] science,pacss
[11] pacss,aasiegel

Top Word Pairs in Tweet in G4:
[2] pre,conferences
[2] political,communication
[2] local,political
[2] political,economy
[2] social,science
[2] conference,today

Top Word Pairs in Tweet in G5:
[2] excited,nlp
[2] nlp,workshop
[2] workshop,afternoon
[2] afternoon,pewresearch
[2] pewresearch,#pacss2019

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@davidlazer
@smapp_nyu
@andyguess
@shugars
@aasiegel
@kmmunger
@aslett_kevin
@yewang1576
@sage_news
@norawwilliams

Top Mentioned in G1:
@davidlazer
@shugars
@norawwilliams
@sgonzalezbailon
@sarahbouchat
@m_a_bailey
@sageoceantweets
@onyilam
@pewresearch

Top Mentioned in G2:
@sage_news
@yogwe
@jasonreifler
@davekarpf
@sageopenjournal
@sageoceantweets
@shugars
@davidlazer
@bi_zhao
@apsatweets

Top Mentioned in G3:
@smapp_nyu
@aasiegel
@kmmunger
@aslett_kevin
@yewang1576
@andyguess
@apsatweets

Top Mentioned in G4:
@prof_mirya

Top Mentioned in G5:
@pewresearch

Top Mentioned in G7:
@georgetown

Top Tweeters
Top Tweeters in Entire Graph:
@raulpacheco
@brendannyhan
@pewresearch
@jonmladd
@sage_news
@davekarpf
@mattgrossmann
@smandpbot
@davidlazer
@ryanjgallag

Top Tweeters in G1:
@raulpacheco
@davidlazer
@ryanjgallag
@griverorz
@ajungherr
@shugars
@fgilardi
@sarahbouchat
@bobboynton
@kmetzlersage

Top Tweeters in G2:
@brendannyhan
@sage_news
@davekarpf
@smandpbot
@gaveltri
@sageoceantweets
@jasonreifler
@kristen_malk
@fernandotormos
@sageopenjournal

Top Tweeters in G3:
@j_a_tucker
@apsatweets
@sergeysanovich
@gorokhovskaia
@plwarre
@richbonneaunyu
@andyguess
@aasiegel
@smapp_nyu
@kmmunger

Top Tweeters in G4:
@jonmladd
@mattgrossmann
@prof_mirya

Top Tweeters in G5:
@pewresearch
@mss3rosaferreum
@wilkenphd

Top Tweeters in G6:
@food_odisha
@ajaykum30760709

Top Tweeters in G7:
@georgetown
@_avecchiato


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