#SMSociety, Twitter, 2/6/2020 10:36:46 PM, 220609


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#SMSociety_2020-02-06_12-48-00.xlsx
#SMSociety_2020-02-06_12-48-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 06, 2020
Short Description:
#SMSociety via NodeXL http://bit.ly/2veBswk
@socmediaconf
@ingcolombo
@phmai
@smlabto
@melaniesage
@docassar
@gruzd
@discovertext
@pauljreilly
@likely75463987

Top hashtags:
#smsociety
#depaulu
#cfp
#socialmedia
#socmed
#researchers
#soups2020
#cui2020
#icwsm2020

Description:
Description
The graph represents a network of 165 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 Thursday, 06 February 2020 at 20:48 UTC.

The requested start date was Thursday, 06 February 2020 at 13:44 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 97-day, 4-hour, 10-minute period from Friday, 01 November 2019 at 00:18 UTC to Thursday, 06 February 2020 at 04:29 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 : 165
Unique Edges : 217
Edges With Duplicates : 240
Total Edges : 457
Number of Edge Types : 4
Replies to : 11
MentionsInRetweet : 257
Mentions : 162
Tweet : 27
Self-Loops : 27
Reciprocated Vertex Pair Ratio : 0.0463320463320463
Reciprocated Edge Ratio : 0.0885608856088561
Connected Components : 5
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 155
Maximum Edges in a Connected Component : 441
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.678938
Graph Density : 0.0100147819660015
Modularity : 0.390429
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 165 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 Thursday, 06 February 2020 at 20:48 UTC.

The requested start date was Thursday, 06 February 2020 at 13:44 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 97-day, 4-hour, 10-minute period from Friday, 01 November 2019 at 00:18 UTC to Thursday, 06 February 2020 at 04:29 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:
[28] https://socialmediaandsociety.org/2019/smsociety-2020-cfp-chicago-usa-july-22-24-diverse-voices-promises-and-perils-of-social-media-for-diversity/
[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/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214896
[2] https://groups.google.com/forum/#!forum/socialmediaresearch
[2] https://socialmedialab.ca/2019/11/27/tenure-track-position-in-information-technology-management-trsmryersonu-in-toronto-academictwitter-academicjobs-highered/
[2] http://Netlytic.org
[2] https://communalytic.com/
[1] https://journals.sagepub.com/doi/full/10.1177/2056305119865473?cookieSet=1

Top URLs in Tweet in G1:
[18] https://socialmediaandsociety.org/2019/smsociety-2020-cfp-chicago-usa-july-22-24-diverse-voices-promises-and-perils-of-social-media-for-diversity/
[5] https://socialmediaandsociety.org/submit/
[3] https://socialmediaandsociety.org/2020/smsociety-2020-keynote-sarah-j-jackson/
[1] https://groups.google.com/forum/#!forum/socialmediaresearch
[1] https://twitter.com/PhMai/status/1183382953772113920
[1] https://www.youtube.com/watch?v=Ii51ee8k6m8&app=desktop

[1] https://www.youtube.com/watch?v=Ii51ee8k6m8&feature=youtu.be

[1] https://socialmediaandsociety.org/2020/new-proceedings-template-for-full-papers/
[1] https://journals.sagepub.com/page/sms/collections/special-issues/networked-influence?cookieSet=1
[1] https://journals.sagepub.com/doi/full/10.1177/2056305119865473?cookieSet=1

Top URLs in Tweet in G2:
[6] 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/submit/
[2] http://Netlytic.org
[2] https://communalytic.com/
[2] https://socialmedialab.ca/2019/11/27/tenure-track-position-in-information-technology-management-trsmryersonu-in-toronto-academictwitter-academicjobs-highered/
[1] https://groups.google.com/forum/#!forum/socialmediaresearch
[1] https://twitter.com/SocMediaConf/status/1204076651245649921
[1] https://socialmediaandsociety.org/2020/smsociety-2020-keynote-sarah-j-jackson/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214896

Top URLs in Tweet in G3:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219768
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218790
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214896

Top URLs in Tweet in G4:
[1] https://twitter.com/SocMediaConf/status/1182059187158827008

Top URLs in Tweet in G5:
[3] https://socialmediaandsociety.org/2019/smsociety-2020-cfp-chicago-usa-july-22-24-diverse-voices-promises-and-perils-of-social-media-for-diversity/
[2] https://socialmediaandsociety.org/submit/
[1] https://twitter.com/jillhopke/status/1214577250680672257

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=uO04ZyjjhSE&feature=youtu.be


Top URLs in Tweet in G9:
[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://www.instagram.com/p/B7WtCPOo77v/?igshid=gjo3tsx1jzs2
[1] https://www.instagram.com/p/B5Qv2tYoLU_/?igshid=yl3vigutxsu0
[1] https://www.instagram.com/p/B7BPMGwoQsC/?igshid=t8z8mfnw8jz9

Top Domains
Top Domains in Tweet in Entire Graph:
[43] socialmediaandsociety.org
[8] nodexlgraphgallery.org
[5] twitter.com
[3] instagram.com
[3] youtube.com
[2] google.com
[2] socialmedialab.ca
[2] sagepub.com
[2] netlytic.org
[2] communalytic.com

Top Domains in Tweet in G1:
[27] socialmediaandsociety.org
[2] twitter.com
[2] youtube.com
[2] sagepub.com
[1] google.com

Top Domains in Tweet in G2:
[10] socialmediaandsociety.org
[2] netlytic.org
[2] communalytic.com
[2] socialmedialab.ca
[1] google.com
[1] twitter.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[7] nodexlgraphgallery.org

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[5] socialmediaandsociety.org
[1] twitter.com

Top Domains in Tweet in G8:
[1] youtube.com

Top Domains in Tweet in G9:
[3] instagram.com
[1] socialmediaandsociety.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[169] smsociety
[54] depaulu
[33] cfp
[31] socialmedia
[27] socmed
[14] researchers
[12] soups2020
[12] cui2020
[12] icwsm2020
[12] depaul



Top Hashtags in Tweet in G1:
[72] smsociety
[33] depaulu
[12] cfp
[11] socialmedia
[10] socmed
[7] depaul
[7] data
[4] researchers
[2] posdoc
[2] research

Top Hashtags in Tweet in G2:
[50] smsociety
[11] depaulu
[9] cfp
[5] socmed
[4] depaul
[4] socialmedia
[3] digitalmethods
[3] css
[3] data
[2] toronto

Top Hashtags in Tweet in G3:
[24] smsociety
[13] socialmedia
[9] cfp
[9] researchers
[9] socmed
[8] depaulu
[8] soups2020
[8] cui2020
[8] icwsm2020
[4] fintech

Top Hashtags in Tweet in G4:
[2] socialmedia
[2] smsociety
[1] researchers
[1] cfp

Top Hashtags in Tweet in G5:
[11] smsociety
[5] hicss
[3] socmed
[2] depaulu
[1] cfp
[1] hicss2020
[1] phdchat
[1] research
[1] academictwitter
[1] depaul

Top Hashtags in Tweet in G6:
[4] soups2020
[4] cui2020
[4] icwsm2020
[4] smsociety

Top Hashtags in Tweet in G7:
[1] smsociety

Top Hashtags in Tweet in G8:
[1] academictwitter
[1] smsociety
[1] cyberhacks
[1] latestdataminingthesistopics
[1] patterns

Top Hashtags in Tweet in G9:
[4] smsociety
[3] husqvarna
[3] husqvarna701
[3] supermoto
[3] motard
[3] motardmafia
[3] bestmotard
[3] supermotofools
[3] bike
[3] smsproject

Top Words
Top Words in Tweet in Entire Graph:
[143] Words in Sentiment List#1: Positive
[52] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[5764] Non-categorized Words
[5959] Total Words
[169] #smsociety
[155] socmediaconf
[117] 2020
[102] social
[89] voices

Top Words in Tweet in G1:
[94] socmediaconf
[74] 2020
[72] #smsociety
[52] voices
[46] social
[42] 24
[42] diverse
[41] chicago
[41] 22
[36] july

Top Words in Tweet in G2:
[50] #smsociety
[39] social
[38] socmediaconf
[36] media
[33] 2020
[29] voices
[25] research
[25] conference
[21] phmai
[20] chicago

Top Words in Tweet in G3:
[24] #smsociety
[15] marc_smith
[13] nodexl
[13] alexfenton
[13] #socialmedia
[12] ingcolombo
[11] socmediaconf
[9] docassar
[9] phmai
[9] jillhopke

Top Words in Tweet in G4:
[4] forgot
[4] waiting
[4] call
[4] come
[4] really
[4] go
[4] going
[4] wanna
[4] propose
[3] melaniesage

Top Words in Tweet in G5:
[13] social
[12] media
[11] #smsociety
[11] socmediaconf
[10] research
[10] conference
[7] 2020
[7] international
[6] researchers
[6] gruzd

Top Words in Tweet in G6:
[4] almostjohnvines
[4] acmdis2020
[4] hear
[4] #soups2020
[4] boston
[4] #cui2020
[4] bilbao
[4] #icwsm2020
[4] atlanta
[4] #smsociety

Top Words in Tweet in G7:
[3] researchers
[2] suayozkula
[2] notes
[2] free
[2] versions
[2] paid
[2] tools
[2] clear
[2] limitations
[2] reminds

Top Words in Tweet in G9:
[4] #smsociety
[3] #husqvarna
[3] #husqvarna701
[3] #701
[3] #supermoto
[3] #motard
[3] #motardmafia
[3] #bestmotard
[3] #supermotofools
[3] #bike

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[82] social,media
[61] diverse,voices
[60] 22,24
[55] 24,2020
[51] voices,promises
[51] promises,perils
[50] chicago,usa
[48] 2020,chicago
[46] july,22
[45] usa,#depaulu

Top Word Pairs in Tweet in G1:
[41] 22,24
[41] diverse,voices
[37] 24,2020
[36] voices,promises
[36] promises,perils
[35] chicago,usa
[35] july,22
[34] 2020,chicago
[32] #smsociety,july
[32] usa,#depaulu

Top Word Pairs in Tweet in G2:
[36] social,media
[15] diverse,voices
[15] reinforce,division
[15] #smsociety,conference
[14] 22,24
[14] 24,2020
[14] media,platforms
[14] platforms,used
[14] used,empower
[14] empower,marginalized

Top Word Pairs in Tweet in G3:
[9] top,hashtags
[9] hashtags,#smsociety
[8] marc_smith,jillhopke
[8] jillhopke,smlabto
[8] #smsociety,#cfp
[8] #cfp,#socialmedia
[8] #socialmedia,#researchers
[8] #researchers,#depaulu
[8] #depaulu,#socmed
[8] #socmed,#soups2020

Top Word Pairs in Tweet in G4:
[4] forgot,waiting
[4] waiting,call
[4] call,come
[4] come,really
[4] really,go
[4] go,going
[4] going,wanna
[4] wanna,propose
[3] melaniesage,forgot

Top Word Pairs in Tweet in G5:
[12] 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 G6:
[4] almostjohnvines,acmdis2020
[4] acmdis2020,hear
[4] hear,#soups2020
[4] #soups2020,boston
[4] boston,#cui2020
[4] #cui2020,bilbao
[4] bilbao,#icwsm2020
[4] #icwsm2020,atlanta
[4] atlanta,#smsociety
[3] shaunlawson,almostjohnvines

Top Word Pairs in Tweet in G7:
[2] suayozkula,notes
[2] notes,free
[2] free,versions
[2] versions,paid
[2] paid,tools
[2] tools,clear
[2] clear,limitations
[2] limitations,researchers
[2] researchers,reminds
[2] reminds,invaluable

Top Word Pairs in Tweet in G9:
[3] #husqvarna,#husqvarna701
[3] #husqvarna701,#701
[3] #701,#supermoto
[3] #supermoto,#motard
[3] #motard,#motardmafia
[3] #motardmafia,#bestmotard
[3] #bestmotard,#smsociety
[3] #smsociety,#supermotofools
[3] #supermotofools,#bike
[3] #bike,#smsproject

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

Top Mentioned in G1:
@socmediaconf
@socialmedia_soc
@phmai
@gruzd
@smlabto
@depaulu
@patyrossini
@jamescookuma
@alexander0wen
@jillhopke

Top Mentioned in G2:
@socmediaconf
@phmai
@smlabto
@jamescookuma
@jillhopke
@depaulu
@sjjphd
@gruzd
@trs
@c

Top Mentioned in G3:
@marc_smith
@alexfenton
@ingcolombo
@socmediaconf
@docassar
@phmai
@jillhopke
@smlabto
@melaniesage
@discovertext

Top Mentioned in G4:
@melaniesage
@laurenmcinroy
@laurelhitchcock
@socialworksage
@socworkpodcast
@jimmysw
@socmediaconf

Top Mentioned in G5:
@socmediaconf
@gruzd
@jamescookuma
@phmai
@socialmedia_soc

Top Mentioned in G6:
@acmdis2020
@shaunlawson
@almostjohnvines

Top Mentioned in G7:
@discovertext
@pauljreilly
@suayozkula

Top Mentioned in G8:
@youtube

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@kwetoday
@netievalage
@barrywellman
@vivianfrancos
@socworkpodcast
@followlori
@supercamilla
@alvinfoo
@tanyalokot

Top Tweeters in G1:
@netievalage
@followlori
@supercamilla
@tanyalokot
@digitalethics
@sportmgmtprof
@travel_msw
@ptimusk
@artjipson
@contentpurveyor

Top Tweeters in G2:
@kwetoday
@barrywellman
@phmai
@panoptika
@depaulu
@pavlawich
@likely75463987
@sjjphd
@trsmryersonu
@lageneralista

Top Tweeters in G3:
@chidambara09
@vivianfrancos
@alvinfoo
@labourlist
@tg2rai
@slideshare
@colomgio
@uklabour
@raquelrecuero
@juedischeonline

Top Tweeters in G4:
@socworkpodcast
@laurelhitchcock
@melaniesage
@jimmysw
@socialworksage
@mattheamarquart
@brooklyn11210
@tmoss_phd
@laurenmcinroy

Top Tweeters in G5:
@gruzd
@joelandersonphd
@katy_jordan
@sancharidecrypt
@zahravahedi5
@igorkan
@polidashboard

Top Tweeters in G6:
@shaunlawson
@thecyberpsyche
@almostjohnvines
@thalialarisa
@cui_conference
@acmdis2020

Top Tweeters in G7:
@pauljreilly
@suayozkula
@texiftersifter

Top Tweeters in G8:
@youtube
@freefavorsnow

Top Tweeters in G9:
@pedro_sarmient
@horacioalperin


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