#SMSociety, Twitter, 1/3/2020 2:58:39 PM, 219768


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#SMSociety_2020-01-02_12-48-01.xlsx
#SMSociety_2020-01-02_12-48-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 03, 2020
Short Description:
#SMSociety via NodeXL http://bit.ly/2ub8bSN
@socmediaconf
@docassar
@phmai
@ingcolombo
@melaniesage
@marc_smith
@jillhopke
@smlabto
@alexfenton
@discovertext

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

Description:
Description
The graph represents a network of 170 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, 02 January 2020 at 20:48 UTC.

The requested start date was Thursday, 02 January 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 79-day, 6-hour, 36-minute period from Friday, 04 October 2019 at 02:43 UTC to Sunday, 22 December 2019 at 09:20 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 : 170
Unique Edges : 201
Edges With Duplicates : 140
Total Edges : 341
Number of Edge Types : 4
MentionsInRetweet : 236
Replies to : 6
Mentions : 81
Tweet : 18
Self-Loops : 18
Reciprocated Vertex Pair Ratio : 0.0343347639484979
Reciprocated Edge Ratio : 0.0663900414937759
Connected Components : 6
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 159
Maximum Edges in a Connected Component : 326
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.684805
Graph Density : 0.00838844413505047
Modularity : 0.441177
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 170 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, 02 January 2020 at 20:48 UTC.

The requested start date was Thursday, 02 January 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 79-day, 6-hour, 36-minute period from Friday, 04 October 2019 at 02:43 UTC to Sunday, 22 December 2019 at 09:20 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:
[29] https://socialmediaandsociety.org/2019/smsociety-2020-cfp-chicago-usa-july-22-24-diverse-voices-promises-and-perils-of-social-media-for-diversity/
[5] https://twitter.com/SocMediaConf/status/1182059187158827008
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214896
[2] http://Netlytic.org
[2] https://communalytic.com/
[1] https://journals.sagepub.com/doi/full/10.1177/2056305119865473?cookieSet=1
[1] https://twitter.com/SocMediaConf/status/1205528686402920448
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218790
[1] https://journals.sagepub.com/page/sms/collections/special-issues/networked-influence?cookieSet=1
[1] https://socialmedialab.ca/2019/11/27/tenure-track-position-in-information-technology-management-trsmryersonu-in-toronto-academictwitter-academicjobs-highered/

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/
[1] https://journals.sagepub.com/doi/full/10.1177/2056305119865473?cookieSet=1
[1] https://twitter.com/SocMediaConf/status/1205528686402920448
[1] https://socialmediaandsociety.org/about/
[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://journals.sagepub.com/page/sms/collections/special-issues/networked-influence?cookieSet=1
[1] https://twitter.com/SocMediaConf/status/1182059187158827008

Top URLs in Tweet in G2:
[7] https://socialmediaandsociety.org/2019/smsociety-2020-cfp-chicago-usa-july-22-24-diverse-voices-promises-and-perils-of-social-media-for-diversity/
[2] http://Netlytic.org
[2] https://communalytic.com/
[1] https://twitter.com/SocMediaConf/status/1182059187158827008
[1] https://socialmedialab.ca/2019/11/27/tenure-track-position-in-information-technology-management-trsmryersonu-in-toronto-academictwitter-academicjobs-highered/

Top URLs in Tweet in G3:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214896
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218790
[1] https://www.youtube.com/watch?v=L_UTaEtfXpQ


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/
[1] https://twitter.com/SocMediaConf/status/1182059187158827008

Top URLs in Tweet in G9:
[1] https://twitter.com/SocMediaConf/status/1182059187158827008
[1] https://www.instagram.com/p/B5Qv2tYoLU_/?igshid=yl3vigutxsu0
[1] https://socialmediaandsociety.org/2019/smsociety-2020-cfp-chicago-usa-july-22-24-diverse-voices-promises-and-perils-of-social-media-for-diversity/

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=uO04ZyjjhSE&feature=youtu.be


Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[170] smsociety
[78] cfp
[67] socialmedia
[61] researchers
[47] depaulu
[17] socmed
[5] soups2020
[5] cui2020
[5] icwsm2020
[4] fintech



Top Hashtags in Tweet in G1:
[89] smsociety
[52] cfp
[45] socialmedia
[45] researchers
[33] depaulu
[10] socmed
[1] digitalmethods
[1] influencermkt
[1] propaganda
[1] misinformation

Top Hashtags in Tweet in G2:
[35] smsociety
[13] cfp
[10] depaulu
[6] socialmedia
[5] researchers
[3] digitalmethods
[3] css
[3] socmed
[1] toronto
[1] academictwitter

Top Hashtags in Tweet in G3:
[16] smsociety
[8] socialmedia
[4] fintech
[4] nowplaying
[4] insurtech
[4] ahorasuena
[4] finserv
[4] digital
[4] researchers
[4] cfp

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

Top Hashtags in Tweet in G5:
[15] smsociety
[5] cfp
[4] socialmedia
[4] researchers
[3] depaulu
[1] socmed

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

Top Hashtags in Tweet in G7:
[2] smsociety
[1] socialmedia
[1] researchers
[1] cfp

Top Hashtags in Tweet in G8:
[3] smsociety
[2] posdoc
[2] research
[1] socialmedia
[1] researchers
[1] cfp
[1] socmed

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

Top Hashtags in Tweet in G10:
[1] academictwitter
[1] smsociety
[1] cyberhacks
[1] latestdataminingthesistopics
[1] patterns

Top Words
Top Words in Tweet in Entire Graph:
[160] Words in Sentiment List#1: Positive
[41] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[5193] Non-categorized Words
[5394] Total Words
[170] #smsociety
[163] socmediaconf
[151] 2020
[147] social
[140] voices

Top Words in Tweet in G1:
[112] socmediaconf
[90] 2020
[89] #smsociety
[88] voices
[80] social
[77] diverse
[77] promises
[77] perils
[52] #cfp
[45] calling

Top Words in Tweet in G2:
[45] social
[38] media
[35] #smsociety
[35] voices
[34] 2020
[25] socmediaconf
[22] diverse
[19] join
[17] research
[17] socmed

Top Words in Tweet in G3:
[16] #smsociety
[10] marc_smith
[10] nodexl
[8] #socialmedia
[7] alexfenton
[6] socmediaconf
[6] social
[5] top
[5] hashtags
[4] alvinfoo

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:
[21] 2020
[18] papers
[15] #smsociety
[12] deadline
[12] socmediaconf
[11] social
[10] voices
[8] diverse
[7] promises
[7] perils

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 G8:
[6] socmediaconf
[3] #smsociety
[2] #posdoc
[2] patricia
[2] rossini
[2] patyrossini
[2] presenting
[2] #research

Top Words in Tweet in G9:
[3] #smsociety

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[105] diverse,voices
[105] voices,promises
[105] promises,perils
[78] perils,social
[73] social,media
[69] #smsociety,2020
[65] 2020,#cfp
[65] #cfp,diverse
[60] #socialmedia,#researchers
[59] calling,#socialmedia

Top Word Pairs in Tweet in G1:
[77] diverse,voices
[77] voices,promises
[77] promises,perils
[59] perils,social
[47] 2020,#cfp
[46] #smsociety,2020
[46] #cfp,diverse
[45] calling,#socialmedia
[45] #socialmedia,#researchers
[45] #researchers,#smsociety

Top Word Pairs in Tweet in G2:
[38] social,media
[16] reinforce,division
[15] diverse,voices
[15] voices,promises
[15] promises,perils
[13] 22,24
[13] media,platforms
[13] platforms,used
[13] used,empower
[13] empower,marginalized

Top Word Pairs in Tweet in G3:
[5] #smsociety,#socialmedia
[5] top,hashtags
[5] hashtags,#smsociety
[4] marc_smith,alvinfoo
[4] alvinfoo,chidambara09
[4] chidambara09,albertogaruccio
[4] albertogaruccio,vivianfrancos
[4] vivianfrancos,alexfenton
[4] alexfenton,mihkal
[4] mihkal,ingcolombo

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] 2020,deadline
[10] #smsociety,2020
[7] diverse,voices
[7] voices,promises
[7] promises,perils
[6] call,papers
[6] papers,#smsociety
[6] deadline,full
[6] full,papers
[6] papers,wip

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 G8:
[2] #posdoc,patricia
[2] patricia,rossini
[2] rossini,patyrossini
[2] patyrossini,presenting
[2] presenting,#research
[2] #research,socmediaconf
[2] socmediaconf,#smsociety

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@socmediaconf
@phmai
@smlabto
@jillhopke
@socialmedia_soc
@marc_smith
@lenikrsova
@depaulu
@alexfenton
@nodexl

Top Mentioned in G1:
@socmediaconf
@socialmedia_soc
@smlabto
@jacobsonjenna
@gruzd
@priyakumar613
@phmai
@sukainana

Top Mentioned in G2:
@socmediaconf
@phmai
@smlabto
@depaulu
@jillhopke
@socialmedia_soc
@lenikrsova
@cmndepaul
@cdmdepaul
@studiochidepaul

Top Mentioned in G3:
@marc_smith
@alexfenton
@nodexl
@socmediaconf
@alvinfoo
@chidambara09
@albertogaruccio
@vivianfrancos
@mihkal
@ingcolombo

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

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

Top Mentioned in G6:
@acmdis2020
@shaunlawson
@almostjohnvines

Top Mentioned in G7:
@pauljreilly
@suayozkula
@discovertext
@socmediaconf

Top Mentioned in G8:
@socmediaconf
@patyrossini
@socialmedia_soc
@phdischoolsu

Top Mentioned in G10:
@youtube

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@heather_hear
@kwetoday
@netievalage
@barrywellman
@ielison_
@vivianfrancos
@socworkpodcast
@followlori
@supercamilla

Top Tweeters in G1:
@ielison_
@followlori
@supercamilla
@tanyalokot
@digitalethics
@sportmgmtprof
@ptimusk
@kishonnagray
@chatbotagencyau
@travel_msw

Top Tweeters in G2:
@kwetoday
@netievalage
@barrywellman
@chrisalecanada
@phmai
@panoptika
@depaulu
@pavlawich
@trsmryersonu
@lutzid

Top Tweeters in G3:
@chidambara09
@heather_hear
@vivianfrancos
@alvinfoo
@slideshare
@colomgio
@raquelrecuero
@likely75463987
@albertogaruccio
@marc_smith

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

Top Tweeters in G5:
@augustaquarius
@lenikrsova
@disneyphd
@lageneralista
@gruzd
@katy_jordan
@linnealaestad

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

Top Tweeters in G7:
@pauljreilly
@discovertext
@suayozkula
@texiftersifter

Top Tweeters in G8:
@patyrossini
@phdischoolsu
@commedialivuni

Top Tweeters in G9:
@pedro_sarmient
@horacioalperin
@spgreenhalgh

Top Tweeters in G10:
@youtube
@freefavorsnow