#SMSociety, Twitter, 4/1/2020 5:20:16 AM, 224152


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#SMSociety_2020-03-31_22-12-30.xlsx
#SMSociety_2020-03-31_22-12-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 01, 2020
Short Description:
#SMSociety via NodeXL https://bit.ly/2UOUbb6
@socmediaconf
@ingcolombo
@smlabto
@alexfenton
@phmai
@aylinnchen
@docassar
@gruzd
@wischnewski_m
@claudelelay

Top hashtags:
#smsociety
#socialmedia
#cfp
#depaul
#socmed
#data
#researchers
#depaulu
#soups2020
#cui2020

Description:
Description
The graph represents a network of 117 Twitter users whose tweets in the requested range contained "#SMSociety", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 01 April 2020 at 05:12 UTC.

The requested start date was Wednesday, 01 April 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 77-day, 15-hour, 56-minute period from Friday, 03 January 2020 at 16:15 UTC to Saturday, 21 March 2020 at 08:11 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 : 117
Unique Edges : 186
Edges With Duplicates : 125
Total Edges : 311
Number of Edge Types : 4
MentionsInRetweet : 174
Mentions : 108
Tweet : 24
Replies to : 5
Self-Loops : 24
Reciprocated Vertex Pair Ratio : 0.0725388601036269
Reciprocated Edge Ratio : 0.135265700483092
Connected Components : 7
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 109
Maximum Edges in a Connected Component : 301
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.92331
Graph Density : 0.0152519893899204
Modularity : 0.42543
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 117 Twitter users whose tweets in the requested range contained "#SMSociety", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 01 April 2020 at 05:12 UTC.

The requested start date was Wednesday, 01 April 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 77-day, 15-hour, 56-minute period from Friday, 03 January 2020 at 16:15 UTC to Saturday, 21 March 2020 at 08:11 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 : #SMSociety
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:
[10] https://socialmediaandsociety.org/submit/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219768
[4] https://socialmediaandsociety.org/2020/smsociety-2020-keynote-sarah-j-jackson/
[4] https://socialmediaandsociety.org/2019/smsociety-2020-cfp-chicago-usa-july-22-24-diverse-voices-promises-and-perils-of-social-media-for-diversity/
[3] https://twitter.com/SMLabTO/status/1238615482107711489
[2] https://groups.google.com/forum/#!forum/socialmediaresearch
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220609
[1] https://twitter.com/SocMediaConf/status/1227263712937074688
[1] https://socialmedialab.ca/2019/11/27/tenure-track-position-in-information-technology-management-trsmryersonu-in-toronto-academictwitter-academicjobs-highered/
[1] https://socialmediaandsociety.org/2020/2020-smsociety-going-virtual/

Top URLs in Tweet in G1:
[5] https://socialmediaandsociety.org/submit/
[3] https://socialmediaandsociety.org/2019/smsociety-2020-cfp-chicago-usa-july-22-24-diverse-voices-promises-and-perils-of-social-media-for-diversity/
[3] https://socialmediaandsociety.org/2020/smsociety-2020-keynote-sarah-j-jackson/
[2] https://twitter.com/SMLabTO/status/1238615482107711489
[1] https://socialmediaandsociety.org/2020/new-proceedings-template-for-full-papers/
[1] https://groups.google.com/forum/#!forum/socialmediaresearch

Top URLs in Tweet in G2:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219768

Top URLs in Tweet in G3:
[1] https://socialmediaandsociety.org/2020/smsociety-2020-keynote-sarah-j-jackson/
[1] https://socialmediaandsociety.org/2020/2020-smsociety-going-virtual/

Top URLs in Tweet in G4:
[3] https://socialmediaandsociety.org/submit/
[1] https://groups.google.com/forum/#!forum/socialmediaresearch
[1] https://socialmedialab.ca/2019/11/27/tenure-track-position-in-information-technology-management-trsmryersonu-in-toronto-academictwitter-academicjobs-highered/
[1] https://twitter.com/SocMediaConf/status/1204076651245649921

Top URLs in Tweet in G5:
[1] https://twitter.com/SMLabTO/status/1238615482107711489

Top URLs in Tweet in G6:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220609
[2] https://socialmediaandsociety.org/submit/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219768
[1] https://socialmediaandsociety.org/2019/smsociety-2020-cfp-chicago-usa-july-22-24-diverse-voices-promises-and-perils-of-social-media-for-diversity/
[1] https://twitter.com/jillhopke/status/1214577250680672257

Top URLs in Tweet in G8:
[1] https://www.instagram.com/p/B7WtCPOo77v/?igshid=gjo3tsx1jzs2
[1] https://www.instagram.com/p/B7BPMGwoQsC/?igshid=t8z8mfnw8jz9
[1] https://twitter.com/SocMediaConf/status/1227263712937074688

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[128] smsociety
[19] socialmedia
[14] cfp
[12] depaul
[12] socmed
[11] data
[8] researchers
[8] depaulu
[8] soups2020
[8] cui2020



Top Hashtags in Tweet in G1:
[32] smsociety
[7] depaul
[6] socialmedia
[6] data
[4] cfp
[1] socmed
[1] hicss53
[1] css
[1] chicago

Top Hashtags in Tweet in G2:
[11] smsociety
[6] cfp
[6] socialmedia
[6] researchers
[6] depaulu
[6] socmed
[6] soups2020
[6] cui2020
[6] icwsm2020
[1] puppenroboters

Top Hashtags in Tweet in G3:
[22] smsociety
[2] depaul
[2] socialmedia
[2] data
[1] hicss

Top Hashtags in Tweet in G4:
[25] smsociety
[2] cfp
[2] socialmedia
[2] data
[2] depaul
[1] socmed
[1] toronto
[1] academictwitter
[1] academicjobs
[1] highered

Top Hashtags in Tweet in G5:
[7] smsociety

Top Hashtags in Tweet in G6:
[12] smsociety
[5] hicss
[4] socmed
[3] socialmedia
[2] cfp
[2] researchers
[2] depaulu
[2] soups2020
[2] cui2020
[2] icwsm2020

Top Hashtags in Tweet in G7:
[9] smsociety
[1] firstpublication
[1] firstauthor
[1] ude
[1] ucsm

Top Hashtags in Tweet in G8:
[4] smsociety
[2] husqvarna
[2] husqvarna701
[2] supermoto
[2] motard
[2] motardmafia
[2] bestmotard
[2] supermotofools
[2] bike
[2] smsproject

Top Hashtags in Tweet in G9:
[2] smsociety

Top Hashtags in Tweet in G10:
[4] smsociety

Top Words
Top Words in Tweet in Entire Graph:
[88] Words in Sentiment List#1: Positive
[32] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3552] Non-categorized Words
[3672] Total Words
[128] #smsociety
[82] 2020
[68] conference
[62] socmediaconf
[43] social

Top Words in Tweet in G1:
[34] 2020
[32] #smsociety
[24] socmediaconf
[17] conference
[15] social
[15] media
[13] due
[13] dr
[13] jackson
[13] international

Top Words in Tweet in G2:
[11] #smsociety
[7] ingcolombo
[6] socmediaconf
[6] docassar
[6] phmai
[6] melaniesage
[6] marc_smith
[6] jillhopke
[6] smlabto
[6] alexfenton

Top Words in Tweet in G3:
[24] virtual
[22] #smsociety
[21] 2020
[14] research
[13] smlabto
[12] going
[12] way
[12] support
[12] community
[12] waiving

Top Words in Tweet in G4:
[25] #smsociety
[18] conference
[13] social
[13] media
[13] socmediaconf
[12] 2020
[12] research
[12] phmai
[11] submit
[9] int'l

Top Words in Tweet in G5:
[12] conference
[8] virtual
[7] #smsociety
[7] fees
[7] going
[6] great
[6] waived
[6] year
[6] cristinavas
[6] richdron

Top Words in Tweet in G6:
[12] #smsociety
[10] conference
[10] social
[10] media
[8] socmediaconf
[8] research
[7] gruzd
[7] international
[6] researchers
[5] hello

Top Words in Tweet in G7:
[9] #smsociety
[8] delighted
[8] submitted
[8] 2020
[7] share
[7] paper
[7] nicole
[7] accepted
[7] one's
[7] special

Top Words in Tweet in G8:
[4] #smsociety
[2] #husqvarna
[2] #husqvarna701
[2] #701
[2] #supermoto
[2] #motard
[2] #motardmafia
[2] #bestmotard
[2] #supermotofools
[2] #bike

Top Words in Tweet in G9:
[2] delighted
[2] paper
[2] accepted
[2] #smsociety
[2] 2020
[2] gutted
[2] going
[2] ahead
[2] chicago
[2] right

Top Words in Tweet in G10:
[4] #smsociety
[4] view
[2] abeytiaanisa
[2] side
[2] isle
[2] much
[2] better
[2] sun
[2] went
[2] down

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[43] social,media
[31] international,conference
[26] #smsociety,conference
[23] 2020,#smsociety
[23] #smsociety,2020
[22] going,virtual
[22] dr,sarah
[22] sarah,jackson
[22] 2020,international
[20] #smsociety,delighted

Top Word Pairs in Tweet in G1:
[15] social,media
[13] international,conference
[12] dr,sarah
[12] sarah,jackson
[12] 2020,international
[10] #smsociety,delighted
[10] delighted,announce
[10] announce,dr
[10] jackson,keynote
[10] keynote,speaker

Top Word Pairs in Tweet in G2:
[6] socmediaconf,docassar
[6] docassar,phmai
[6] phmai,ingcolombo
[6] ingcolombo,melaniesage
[6] melaniesage,marc_smith
[6] marc_smith,jillhopke
[6] jillhopke,smlabto
[6] smlabto,alexfenton
[6] alexfenton,discovertext
[6] #smsociety,#cfp

Top Word Pairs in Tweet in G3:
[13] 2020,#smsociety
[12] #smsociety,going
[12] going,virtual
[12] virtual,way
[12] way,support
[12] support,research
[12] research,community
[12] community,waiving
[12] waiving,registration
[12] registration,fees

Top Word Pairs in Tweet in G4:
[13] #smsociety,conference
[13] social,media
[10] conference,social
[9] submit,research
[9] research,int'l
[9] int'l,#smsociety
[9] media,phmai
[9] phmai,graphic
[8] jamescookuma,submit
[8] graphic,man

Top Word Pairs in Tweet in G5:
[7] going,virtual
[6] great,conference
[6] conference,#smsociety
[6] #smsociety,conference
[6] conference,fees
[6] fees,waived
[6] waived,going
[6] virtual,year
[6] year,cristinavas
[6] cristinavas,richdron

Top Word Pairs in Tweet in G6:
[10] social,media
[7] international,conference
[6] media,researchers
[5] hello,fellow
[5] fellow,#hicss
[5] #hicss,social
[5] researchers,consider
[5] consider,submitting
[5] submitting,awesome
[5] awesome,research

Top Word Pairs in Tweet in G7:
[8] submitted,#smsociety
[7] delighted,share
[7] share,paper
[7] paper,nicole
[7] nicole,submitted
[7] #smsociety,2020
[7] 2020,accepted
[7] accepted,one's
[7] one's,special
[6] wischnewski_m,delighted

Top Word Pairs in Tweet in G8:
[2] #husqvarna,#husqvarna701
[2] #husqvarna701,#701
[2] #701,#supermoto
[2] #supermoto,#motard
[2] #motard,#motardmafia
[2] #motardmafia,#bestmotard
[2] #bestmotard,#smsociety
[2] #smsociety,#supermotofools
[2] #supermotofools,#bike
[2] #bike,#smsproject

Top Word Pairs in Tweet in G9:
[2] delighted,paper
[2] paper,accepted
[2] accepted,#smsociety
[2] #smsociety,2020
[2] 2020,gutted
[2] gutted,going
[2] going,ahead
[2] ahead,chicago
[2] chicago,right
[2] right,call

Top Word Pairs in Tweet in G10:
[2] abeytiaanisa,#smsociety
[2] #smsociety,view
[2] view,side
[2] side,isle
[2] #smsociety,much
[2] much,better
[2] better,view
[2] view,sun
[2] sun,went
[2] went,down

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@socmediaconf
@smlabto
@phmai
@alexfenton
@jamescookuma
@jillhopke
@gruzd
@ingcolombo
@docassar
@melaniesage

Top Mentioned in G1:
@socmediaconf
@depaulu
@phmai
@jamescookuma
@cmndepaul
@cdmdepaul
@studiochidepaul
@jillhopke
@smlabto
@gruzd

Top Mentioned in G2:
@ingcolombo
@socmediaconf
@docassar
@phmai
@melaniesage
@marc_smith
@jillhopke
@smlabto
@alexfenton
@discovertext

Top Mentioned in G3:
@smlabto
@socmediaconf
@sjjphd
@phmai
@c
@gruzd
@trs
@jamescookuma
@jillhopke
@depaulu

Top Mentioned in G4:
@socmediaconf
@phmai
@jamescookuma
@depaulu
@smlabto
@jillhopke
@gruzd
@trs
@jeffhemsley
@alexander0wen

Top Mentioned in G5:
@cristinavas
@richdron
@yunisooc
@alexfenton
@pro
@prof_chadwick
@was3210
@marc_smith
@mformarie
@mariakutar

Top Mentioned in G6:
@socmediaconf
@gruzd
@phmai
@docassar
@ingcolombo
@melaniesage
@smlabto
@discovertext
@marc_smith
@jillhopke

Top Mentioned in G7:
@wischnewski_m
@socmediaconf

Top Mentioned in G9:
@nickfoard

Top Mentioned in G10:
@abeytiaanisa

Top Tweeters
Top Tweeters in Entire Graph:
@netievalage
@barrywellman
@claudelelay
@labourlist
@prof_chadwick
@tg2rai
@phmai
@slideshare
@colomgio
@uklabour

Top Tweeters in G1:
@netievalage
@artjipson
@raquelrecuero
@lenikrsova
@drsmadden
@bekdale
@zizip
@harrytdyer
@ktdayg
@jetsumgerl

Top Tweeters in G2:
@labourlist
@tg2rai
@slideshare
@colomgio
@uklabour
@juedischeonline
@markseddon1962
@ingcolombo
@dimr_berlin
@israelingermany

Top Tweeters in G3:
@rellypops
@alliejohns
@sjjphd
@ittefaqm
@mfcavanagh
@velixious
@mylynnfelt
@smlabto
@ktoffa
@lisalundgren21

Top Tweeters in G4:
@barrywellman
@phmai
@depaulu
@trsmryersonu
@lageneralista
@rosannaeg
@jillhopke
@sherryemery
@socmeddr
@onurddogan

Top Tweeters in G5:
@prof_chadwick
@was3210
@alexfenton
@salfordbizsch
@runeatrepeatuk
@charlesknight
@cristinavas
@richdron
@mariakutar
@mformarie

Top Tweeters in G6:
@claudelelay
@likely75463987
@melaniesage
@marc_smith
@pauljreilly
@gruzd
@joelandersonphd
@docassar
@sancharidecrypt
@zahravahedi5

Top Tweeters in G7:
@nj_tierney
@lingtax
@timothyjgraham
@aylinnchen
@ucsm_ude
@thaongo_de
@wischnewski_m

Top Tweeters in G8:
@michaelzimmer
@pedro_sarmient
@ta
@almost_dr_k

Top Tweeters in G9:
@nickfoard
@dan_g1374

Top Tweeters in G10:
@abeytiaanisa
@dmo3ealpaher86