#SMSociety, Twitter, 4/22/2020 5:39:31 PM, 225383


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#SMSociety_2020-04-21_22-14-40.xlsx
#SMSociety_2020-04-21_22-14-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 22, 2020
Short Description:
#SMSociety via NodeXL https://bit.ly/2VsGu30
@smlabto
@alexfenton
@ingcolombo
@socmediaconf
@claudelelay
@docassar
@wischnewski_m
@nodexl
@sonicux
@smr_foundation

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

Description:
Description
The graph represents a network of 96 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, 22 April 2020 at 05:14 UTC.

The requested start date was Wednesday, 22 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 64-day, 19-hour, 5-minute period from Monday, 03 February 2020 at 19:48 UTC to Wednesday, 08 April 2020 at 14:53 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 : 96
Unique Edges : 124
Edges With Duplicates : 148
Total Edges : 272
Number of Edge Types : 5
Mentions : 99
Retweet : 48
MentionsInRetweet : 114
Tweet : 10
Replies to : 1
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.0635838150289017
Reciprocated Edge Ratio : 0.119565217391304
Connected Components : 7
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 87
Maximum Edges in a Connected Component : 258
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.783859
Graph Density : 0.0201754385964912
Modularity : 0.417486
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 96 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, 22 April 2020 at 05:14 UTC.

The requested start date was Wednesday, 22 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 64-day, 19-hour, 5-minute period from Monday, 03 February 2020 at 19:48 UTC to Wednesday, 08 April 2020 at 14:53 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:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224152
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203603
[3] https://twitter.com/SMLabTO/status/1238615482107711489
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220609
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219768
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=204638
[1] https://socialmediaandsociety.org/2020-accepted-papers/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224606
[1] http://cplusj.org/
[1] https://socialmediaandsociety.org/2020/2020-smsociety-going-virtual/

Top URLs in Tweet in G1:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203603
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=204638
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224152
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220609
[1] http://cplusj.org/

Top URLs in Tweet in G2:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224152
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224606
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220609

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

Top URLs in Tweet in G4:
[1] https://socialmediaandsociety.org/2020/2020-smsociety-going-virtual/

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

Top URLs in Tweet in G6:
[1] https://socialmediaandsociety.org/2020-accepted-papers/
[1] https://socialmediaandsociety.org/submit/

Top URLs in Tweet in G7:
[1] https://twitter.com/SocMediaConf/status/1227263712937074688

Top URLs in Tweet in G9:
[2] https://twitter.com/SMLabTO/status/1238615482107711489

Top Domains
Top Domains in Tweet in Entire Graph:
[14] nodexlgraphgallery.org
[4] twitter.com
[3] socialmediaandsociety.org
[1] cplusj.org

Top Domains in Tweet in G1:
[7] nodexlgraphgallery.org
[1] cplusj.org

Top Domains in Tweet in G2:
[5] nodexlgraphgallery.org

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

Top Domains in Tweet in G4:
[1] socialmediaandsociety.org

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

Top Domains in Tweet in G6:
[2] socialmediaandsociety.org

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G9:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[63] smsociety
[19] socialmedia
[14] data
[6] depaulu
[6] cfp
[6] socmed
[6] researchers
[6] soups2020
[6] cui2020
[3] icwsm2020



Top Hashtags in Tweet in G1:
[7] smsociety
[2] socialmedia
[2] nodexl
[2] toronto
[2] arabic
[2] chinese
[2] fsu
[1] workshop
[1] redessociales
[1] sna

Top Hashtags in Tweet in G2:
[16] smsociety
[6] socialmedia
[5] data
[4] depaulu
[4] cfp
[4] socmed
[4] researchers
[4] soups2020
[4] cui2020
[2] depaul

Top Hashtags in Tweet in G3:
[4] smsociety
[2] cfp
[2] socialmedia
[2] researchers
[2] depaulu
[2] socmed
[2] soups2020
[2] cui2020
[2] icwsm2020

Top Hashtags in Tweet in G4:
[13] smsociety
[1] socialmedia
[1] data

Top Hashtags in Tweet in G5:
[7] smsociety

Top Hashtags in Tweet in G6:
[8] socialmedia
[8] data
[6] smsociety

Top Hashtags in Tweet in G7:
[2] smsociety

Top Hashtags in Tweet in G8:
[2] smsociety

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:
[55] Words in Sentiment List#1: Positive
[2] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1457] Non-categorized Words
[1514] Total Words
[63] #smsociety
[41] virtual
[31] socmediaconf
[31] 2020
[27] smlabto

Top Words in Tweet in G1:
[14] nodexl
[12] socmediaconf
[7] #smsociety
[5] smlabto
[4] top
[4] jacobsonjenna
[3] 2020
[3] tarletong
[3] drg_cost
[3] raquelrecuero

Top Words in Tweet in G2:
[16] #smsociety
[9] wischnewski_m
[7] socmediaconf
[7] delighted
[7] share
[7] paper
[7] nicole
[7] submitted
[7] 2020
[7] accepted

Top Words in Tweet in G3:
[4] #smsociety
[3] ingcolombo
[2] nodexl
[2] socmediaconf
[2] docassar
[2] phmai
[2] melaniesage
[2] marc_smith
[2] jillhopke
[2] smlabto

Top Words in Tweet in G4:
[26] virtual
[13] 2020
[13] #smsociety
[13] going
[13] way
[13] support
[13] research
[13] community
[13] waiving
[13] registration

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:
[9] socmediaconf
[9] social
[9] media
[9] make
[8] calling
[8] researchers
[8] using
[8] unique
[8] tool
[8] method

Top Words in Tweet in G7:
[2] #smsociety

Top Words in Tweet in G8:
[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 G9:
[2] way
[2] go
[2] #smsociety
[2] 2020

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:
[22] going,virtual
[17] registration,fees
[17] 2020,#smsociety
[17] research,community
[16] #smsociety,going
[16] virtual,way
[16] way,support
[16] support,research
[16] community,waiving
[16] waiving,registration

Top Word Pairs in Tweet in G1:
[7] nodexl,socmediaconf
[4] #smsociety,nodexl
[3] socmediaconf,nodexl
[3] socmediaconf,tarletong
[3] tarletong,nodexl
[3] nodexl,drg_cost
[3] drg_cost,jacobsonjenna
[3] jacobsonjenna,raquelrecuero
[2] socmediaconf,ingcolombo
[2] nodexl,full

Top Word Pairs in Tweet in G2:
[7] delighted,share
[7] share,paper
[7] paper,nicole
[7] nicole,submitted
[7] submitted,#smsociety
[7] #smsociety,2020
[7] 2020,accepted
[7] accepted,one's
[7] one's,special
[6] wischnewski_m,delighted

Top Word Pairs in Tweet in G3:
[2] #smsociety,nodexl
[2] nodexl,socmediaconf
[2] socmediaconf,docassar
[2] docassar,phmai
[2] phmai,ingcolombo
[2] ingcolombo,melaniesage
[2] melaniesage,marc_smith
[2] marc_smith,jillhopke
[2] jillhopke,smlabto
[2] smlabto,alexfenton

Top Word Pairs in Tweet in G4:
[13] 2020,#smsociety
[13] #smsociety,going
[13] going,virtual
[13] virtual,way
[13] way,support
[13] support,research
[13] research,community
[13] community,waiving
[13] waiving,registration
[13] registration,fees

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:
[9] social,media
[8] calling,social
[8] media,researchers
[8] researchers,using
[8] using,unique
[8] unique,tool
[8] tool,method
[8] method,make
[8] make,sense
[8] sense,#socialmedia

Top Word Pairs in Tweet in G8:
[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 G9:
[2] way,go
[2] go,#smsociety
[2] #smsociety,2020

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 Replied-To in Entire Graph:
@tg2rai

Top Replied-To in G3:
@tg2rai

Top Mentioned
Top Mentioned in Entire Graph:
@socmediaconf
@smlabto
@alexfenton
@ingcolombo
@wischnewski_m
@docassar
@phmai
@nodexl
@cristinavas
@richdron

Top Mentioned in G1:
@socmediaconf
@smlabto
@nodexl
@jacobsonjenna
@tarletong
@drg_cost
@raquelrecuero
@ingcolombo
@phmai
@panoptika

Top Mentioned in G2:
@wischnewski_m
@socmediaconf
@smlabto
@ingcolombo
@docassar
@alexfenton
@phmai
@claudelelay
@gruzd
@aylinnchen

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

Top Mentioned in G4:
@smlabto
@socmediaconf

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

Top Mentioned in G6:
@socmediaconf
@smlabto

Top Mentioned in G8:
@nickfoard

Top Mentioned in G9:
@jetsumgerl

Top Mentioned in G10:
@abeytiaanisa

Top Tweeters
Top Tweeters in Entire Graph:
@netievalage
@barrywellman
@vivianfrancos
@claudelelay
@labourlist
@beata_j
@mktdiginews
@sportmgmtprof
@prof_chadwick
@tg2rai

Top Tweeters in G1:
@vivianfrancos
@claudelelay
@beata_j
@mktdiginews
@sportmgmtprof
@panoptika
@northeastern
@raquelrecuero
@storybench
@adamworrall4

Top Tweeters in G2:
@phmai
@likely75463987
@lingtax
@nj_tierney
@pauljreilly
@alpha199347812
@gruzd
@gr
@timothyjgraham
@smr_foundation

Top Tweeters in G3:
@labourlist
@tg2rai
@uklabour
@juedischeonline
@ingcolombo
@melaniesage
@marc_smith
@israelingermany
@discovertext
@jewishlabour

Top Tweeters in G4:
@barrywellman
@rellypops
@alliejohns
@ittefaqm
@mfcavanagh
@velixious
@jillhopke
@smlabto
@ktoffa
@lisalundgren21

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

Top Tweeters in G6:
@netievalage
@drsmadden
@zizip
@harrytdyer
@mylynnfelt
@socmeddr
@devongreyson
@phdischoolsu
@seetedtalk
@socmediaconf

Top Tweeters in G7:
@michaelzimmer
@ta
@almost_dr_k

Top Tweeters in G8:
@nickfoard
@dan_g1374

Top Tweeters in G9:
@jetsumgerl
@drnomyn

Top Tweeters in G10:
@abeytiaanisa
@dmo3ealpaher86