#Sunbelt2019, Twitter, 6/20/2019 2:24:56 PM, 200583


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#Sunbelt2019_2019-06-20_07-19-17.xlsx
#Sunbelt2019_2019-06-20_07-19-17.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 20, 2019
Short Description:
#Sunbelt2019 via NodeXL http://bit.ly/2Rq0waR
@ognyanova
@socnetanalysts
@bashofstra
@lista_redes
@zpneal
@networkcanvas
@michelelbarnes
@smithmatt90
@michellebirkett
@aqsaqal

Top hashtags:
#sunbelt2019
#networkcanvas
#sna
#networks
#wins
#rstats
#msu
#politics

Description:
Description
The graph represents a network of 273 Twitter users whose recent tweets contained "#Sunbelt2019", 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 Thursday, 20 June 2019 at 14:19 UTC.

The tweets in the network were tweeted over the 8-day, 22-hour, 35-minute period from Tuesday, 11 June 2019 at 15:42 UTC to Thursday, 20 June 2019 at 14:18 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 : 273
Unique Edges : 431
Edges With Duplicates : 190
Total Edges : 621
Self-Loops : 79
Reciprocated Vertex Pair Ratio : 0.0554272517321016
Reciprocated Edge Ratio : 0.105032822757112
Connected Components : 14
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 256
Maximum Edges in a Connected Component : 601
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.890777
Graph Density : 0.00615438483085542
Modularity : 0.482094
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200501
[4] https://dracor.org/
[3] https://figshare.com/articles/Brecht_Beats_Shakespeare_A_Card-Game_Introduction_to_the_Network_Analysis_of_European_Drama_poster_contribution_to_DH2018_/6667424/1
[2] https://twitter.com/Elisabel76/status/1140340045183954944
[2] https://twitter.com/Shugars/status/1141405143625342976
[2] https://www.fourwav.es/view/717/info/
[1] https://twitter.com/lista_redes/status/1141383629035188224
[1] https://lehkost.github.io/slides/2019-06-20-montreal-sunbelt/index.html
[1] https://figshare.com/articles/Distant_Reading_Showcase_465_German_Dramas_DHd2016_Poster_pdf/3101203/2
[1] https://dracor.org/documentation/api

Top URLs in Tweet in G1:
[1] http://kateto.net/network-visualization
[1] https://www.fourwav.es/view/717/customtab295/

Top URLs in Tweet in G2:
[3] https://dracor.org/
[2] https://figshare.com/articles/Brecht_Beats_Shakespeare_A_Card-Game_Introduction_to_the_Network_Analysis_of_European_Drama_poster_contribution_to_DH2018_/6667424/1
[1] https://lehkost.github.io/slides/2019-06-20-montreal-sunbelt/index.html
[1] https://dracor.org/documentation/api
[1] https://figshare.com/articles/Distant_Reading_Showcase_465_German_Dramas_DHd2016_Poster_pdf/3101203/2
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200501
[1] https://twitter.com/lista_redes/status/1141383629035188224
[1] https://twitter.com/Elisabel76/status/1140340045183954944
[1] https://forms.gle/Fg3GHksGuEzGrmxu7
[1] https://twitter.com/marc_smith/status/1141430432556150789

Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200501
[1] https://figshare.com/articles/Brecht_Beats_Shakespeare_A_Card-Game_Introduction_to_the_Network_Analysis_of_European_Drama_poster_contribution_to_DH2018_/6667424/1
[1] https://twitter.com/Elisabel76/status/1140340045183954944
[1] https://sunbeltconference2019.sched.com/event/Que8
[1] https://sunbeltconference2019.sched.com/event/QrdS
[1] https://sunbeltconference2019.sched.com/event/PhI3
[1] https://sunbeltconference2019.sched.com/event/QgD1
[1] https://sunbeltconference2019.sched.com/event/QJgl
[1] https://sunbeltconference2019.sched.com/event/Qudh
[1] https://twitter.com/NetworkCanvas/status/1140748557844131842

Top URLs in Tweet in G4:
[1] https://lnkd.in/gVHg6CZ
[1] https://dracor.org/
[1] https://twitter.com/Shugars/status/1141405143625342976
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200501
[1] https://www.networkscienceinstitute.org/wins/events
[1] https://twitter.com/Cast1978/status/1141433317285355522

Top URLs in Tweet in G5:
[1] http://www.chisocnet.org
[1] https://twitter.com/Shugars/status/1141405143625342976
[1] https://github.com/igollini/lvm4net-Workshop
[1] https://twitter.com/aesp08/status/1141083028229382145
[1] http://igollini.github.io/lvm4net/

Top URLs in Tweet in G6:
[1] https://twitter.com/SocNetAnalysts/status/1138578126995304449

Top URLs in Tweet in G9:
[1] https://www.fourwav.es/view/717/info/

Top Domains
Top Domains in Tweet in Entire Graph:
[13] twitter.com
[6] sched.com
[6] nodexlgraphgallery.org
[5] dracor.org
[5] fourwav.es
[4] figshare.com
[2] github.io
[1] networkscienceinstitute.org
[1] kateto.net
[1] lnkd.in

Top Domains in Tweet in G1:
[1] kateto.net
[1] fourwav.es

Top Domains in Tweet in G2:
[4] dracor.org
[3] figshare.com
[3] twitter.com
[1] github.io
[1] nodexlgraphgallery.org
[1] forms.gle
[1] arxiv.org

Top Domains in Tweet in G3:
[6] sched.com
[5] twitter.com
[4] nodexlgraphgallery.org
[2] fourwav.es
[1] figshare.com
[1] uqam.ca

Top Domains in Tweet in G4:
[2] twitter.com
[1] lnkd.in
[1] dracor.org
[1] nodexlgraphgallery.org
[1] networkscienceinstitute.org

Top Domains in Tweet in G5:
[2] twitter.com
[1] chisocnet.org
[1] github.com
[1] github.io

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

Top Domains in Tweet in G9:
[1] fourwav.es

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[412] sunbelt2019
[31] networkcanvas
[19] sna
[18] networks
[14] wins
[12] rstats
[11] msu
[11] politics
[10] digitalhumanities
[9] programmablecorpora



Top Hashtags in Tweet in G1:
[124] sunbelt2019
[2] rstats
[2] dataviz
[2] sna
[1] ggraph
[1] ggplot2
[1] datascience
[1] netsci
[1] insna

Top Hashtags in Tweet in G2:
[100] sunbelt2019
[11] wins
[9] msu
[9] politics
[8] programmablecorpora
[6] digitalhumanities
[5] sna
[4] dh
[2] networkanalysis
[1] distantreading

Top Hashtags in Tweet in G3:
[74] sunbelt2019
[30] networkcanvas
[5] sna
[3] corporatenetworks
[3] networks
[3] multiplex
[2] msu
[2] politics
[2] uqam
[1] networkanalysis

Top Hashtags in Tweet in G4:
[65] sunbelt2019
[7] networks
[4] dh
[4] digitalhumanities
[4] sna
[3] insna
[2] networkanalysis
[1] egocentricnetworks
[1] programmablecorpora
[1] nssi

Top Hashtags in Tweet in G5:
[15] sunbelt2019
[8] rstats
[5] networks
[1] rsien
[1] wins

Top Hashtags in Tweet in G6:
[10] sunbelt2019
[2] montreal
[1] sna

Top Hashtags in Tweet in G7:
[10] sunbelt2019
[2] insna
[2] sna
[1] networks

Top Hashtags in Tweet in G8:
[2] sunbelt2019

Top Hashtags in Tweet in G9:
[3] sunbelt2019
[2] insna

Top Hashtags in Tweet in G10:
[3] montreal
[3] sunbelt2019
[1] networks

Top Words
Top Words in Tweet in Entire Graph:
[286] Words in Sentiment List#1: Positive
[46] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8760] Non-categorized Words
[9092] Total Words
[412] #sunbelt2019
[209] network
[141] ognyanova
[141] r
[137] visualization

Top Words in Tweet in G1:
[124] network
[124] visualization
[124] r
[124] #sunbelt2019
[122] ognyanova
[121] updated
[121] tutorial
[121] basics
[121] interactive
[121] animated

Top Words in Tweet in G2:
[100] #sunbelt2019
[58] socnetanalysts
[32] network
[24] s
[17] montreal
[15] week
[14] hey
[14] networks
[14] talk
[12] women

Top Words in Tweet in G3:
[74] #sunbelt2019
[30] #networkcanvas
[29] workshop
[24] networkcanvas
[14] network
[11] networks
[9] sunbelt
[8] first
[8] uk
[8] session

Top Words in Tweet in G4:
[65] #sunbelt2019
[18] network
[16] networks
[14] social
[12] session
[12] socnetanalysts
[9] proud
[9] present
[9] evaluation'
[7] #networks

Top Words in Tweet in G5:
[15] #sunbelt2019
[11] models
[11] new
[8] #rstats
[6] mode
[6] now
[6] isabellagollini
[6] lvm4net
[5] network
[5] version

Top Words in Tweet in G6:
[10] #sunbelt2019
[3] network
[3] first
[3] sna
[2] poutine
[2] #montreal
[2] taking
[2] talk
[2] conference
[2] social

Top Words in Tweet in G7:
[10] #sunbelt2019
[6] networks
[5] present
[4] paper
[4] personal
[4] social
[4] support
[4] upward
[4] mobility
[4] montreal

Top Words in Tweet in G8:
[10] social
[8] networks
[6] network
[5] ecological
[4] interested
[4] multilevel
[4] plain
[4] awesome
[4] research
[4] come

Top Words in Tweet in G9:
[4] montreal
[4] network
[3] #sunbelt2019
[3] still
[3] few
[3] seats
[3] available
[3] workshop
[3] sunbelt
[3] social

Top Words in Tweet in G10:
[3] very
[3] excited
[3] journey
[3] #montreal
[3] today
[3] #sunbelt2019
[3] presenting
[3] work
[3] epic_ehealth
[3] project

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[137] network,visualization
[137] visualization,r
[134] r,updated
[134] updated,tutorial
[134] tutorial,#sunbelt2019
[134] #sunbelt2019,basics
[134] basics,interactive
[134] interactive,animated
[134] animated,graphs
[134] graphs,temporal

Top Word Pairs in Tweet in G1:
[124] network,visualization
[124] visualization,r
[121] r,updated
[121] updated,tutorial
[121] tutorial,#sunbelt2019
[121] #sunbelt2019,basics
[121] basics,interactive
[121] interactive,animated
[121] animated,graphs
[121] graphs,temporal

Top Word Pairs in Tweet in G2:
[17] socnetanalysts,#sunbelt2019
[16] #sunbelt2019,socnetanalysts
[12] network,science
[12] talk,#sunbelt2019
[11] repost,#wins
[11] #wins,women
[11] women,network
[11] science,montreal
[11] montreal,week
[11] week,join

Top Word Pairs in Tweet in G3:
[9] #sunbelt2019,workshop
[6] #sunbelt2019,uqam
[6] demonstrating,#networkcanvas
[6] #networkcanvas,architect
[6] architect,#sunbelt2019
[5] splendid,start
[5] start,#sunbelt2019
[5] #sunbelt2019,wonderful
[5] wonderful,workshop
[5] workshop,convinced

Top Word Pairs in Tweet in G4:
[8] proud,present
[6] social,networks
[6] network,research
[6] jeffrey,johnson
[6] johnson,dead
[6] dead,structure
[6] structure,anthropology
[6] anthropology,postmodern
[6] postmodern,turn
[6] turn,ethnology

Top Word Pairs in Tweet in G5:
[5] new,version
[5] version,lvm4net
[5] lvm4net,#rstats
[5] #rstats,now
[5] now,online
[5] online,includes
[5] includes,new
[5] new,functions
[5] functions,two
[5] two,mode

Top Word Pairs in Tweet in G7:
[4] paper,personal
[4] personal,networks
[4] networks,social
[4] social,support
[4] support,upward
[4] upward,mobility
[3] heading,montreal
[3] montreal,attend
[3] attend,#sunbelt2019
[3] #sunbelt2019,present

Top Word Pairs in Tweet in G8:
[5] social,ecological
[5] social,network
[4] interested,multilevel
[4] multilevel,networks
[4] networks,social
[4] ecological,networks
[4] networks,plain
[4] plain,awesome
[4] awesome,social
[4] network,research

Top Word Pairs in Tweet in G9:
[3] still,few
[3] few,seats
[3] seats,available
[3] available,workshop
[3] workshop,sunbelt
[3] sunbelt,social
[3] social,network
[3] network,conference
[3] conference,montreal
[3] montreal,next

Top Word Pairs in Tweet in G10:
[3] very,excited
[3] excited,journey
[3] journey,#montreal
[3] #montreal,today
[3] today,#sunbelt2019
[3] #sunbelt2019,presenting
[3] presenting,work
[3] work,epic_ehealth
[3] epic_ehealth,project
[2] sebstevens99,very

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ognyanova
@socnetanalysts
@networkcanvas
@kayladelahaye
@zpneal
@csmarcum
@umblaetterer
@aqsaqal
@msunews
@saminrf

Top Mentioned in G1:
@ognyanova
@socnetanalysts
@thomasp85

Top Mentioned in G2:
@socnetanalysts
@kayladelahaye
@zpneal
@csmarcum
@msunews
@saminrf
@umblaetterer
@ognyanova
@shugars
@aqsaqal

Top Mentioned in G3:
@networkcanvas
@ognyanova
@heathermcg_ebs
@smithmatt90
@dimitriscc
@yasi_sarabi
@uqam
@socnetanalysts
@jthrilly
@michellebirkett

Top Mentioned in G4:
@socnetanalysts
@tech4compde
@cast1978
@janadiesner
@aqsaqal
@chris2504
@kayladelahaye
@cyr_em
@iunetsci
@dimitriscc

Top Mentioned in G5:
@isabellagollini
@aesp08
@ognyanova
@squazzoni
@socnetanalysts
@tyler_prochnow

Top Mentioned in G7:
@raffaelevacca
@davidenko_gye
@socnetanalysts
@davidcanarte
@sciencespo_cee
@scporesearch
@scpoeurbaine
@econoanth
@vitaletommaso
@ognyanova

Top Mentioned in G8:
@michelelbarnes
@saylesjs
@lorienjasny

Top Mentioned in G9:
@dbtindall
@kayladelahaye
@socnetanalysts
@ognyanova

Top Mentioned in G10:
@epic_ehealth
@sebstevens99

Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@gonzalobarria
@bbbcccnnn
@dev_topics
@generativist
@kozo2
@acangros
@tianhuil
@jorgefabrega
@erikgahner

Top Tweeters in G1:
@gonzalobarria
@bbbcccnnn
@dev_topics
@kozo2
@acangros
@tianhuil
@erikgahner
@c_z
@lunaayalar
@innostudy

Top Tweeters in G2:
@gamergeeknews
@generativist
@yaelnetzer
@uswnt
@digtalhumanatee
@kerstinsailer
@csmarcum
@msunews
@shugars
@umblaetterer

Top Tweeters in G3:
@thomasp85
@uqam
@marc_smith
@brucecronin
@laurenbbeach
@teekens
@di
@blurky
@lista_redes
@mdc_uqam

Top Tweeters in G4:
@kitsune808
@tehraio
@theshubhanshu
@lmsphsu
@angelopoulos
@bashofstra
@oge_day
@harlingg
@iunetsci
@cast1978

Top Tweeters in G5:
@jorgefabrega
@akbaritabar
@squazzoni
@mattjsilk
@traversingbits
@bayesna
@brucedesmarais
@aesp08
@isabellagollini
@tyler_prochnow

Top Tweeters in G6:
@mattcrespi
@mehrgoltiv
@jsradford
@kimmillerphd
@wfrankenst
@pj_mcr
@elisepenalva
@fabstown
@rootchange
@ericcwiemer

Top Tweeters in G7:
@davidenko_gye
@scporesearch
@vitaletommaso
@sciencespo_cee
@scpoeurbaine
@raffaelevacca
@wrackedbrain
@econoanth
@davidcanarte

Top Tweeters in G8:
@salexander_11
@pittman17
@michelelbarnes
@manueljfischer
@lorienjasny
@saylesjs

Top Tweeters in G9:
@dbtindall
@acmedd
@judehkurniawan

Top Tweeters in G10:
@reflexionem
@epic_ehealth
@sebstevens99


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