#SMSociety, Twitter, 5/6/2020 5:22:56 AM, 226216


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#SMSociety_2020-05-05_22-18-40.xlsx
#SMSociety_2020-05-05_22-18-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 06, 2020
Short Description:
#SMSociety via NodeXL https://bit.ly/2W7mt2x
@smlabto
@alexfenton
@ingcolombo
@socmediaconf
@claudelelay
@sonicux
@docassar
@wischnewski_m
@nodexl
@smr_foundation

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

Description:
Description
The graph represents a network of 103 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, 06 May 2020 at 05:18 UTC.

The requested start date was Wednesday, 06 May 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 87-day, 21-hour, 0-minute period from Monday, 03 February 2020 at 19:48 UTC to Friday, 01 May 2020 at 16:48 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 : 103
Unique Edges : 127
Edges With Duplicates : 235
Total Edges : 362
Number of Edge Types : 5
Mentions : 138
Retweet : 54
MentionsInRetweet : 158
Replies to : 2
Tweet : 10
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.0703517587939698
Reciprocated Edge Ratio : 0.131455399061033
Connected Components : 7
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 94
Maximum Edges in a Connected Component : 348
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.803164
Graph Density : 0.0202741290691034
Modularity : 0.334901
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 103 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, 06 May 2020 at 05:18 UTC.

The requested start date was Wednesday, 06 May 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 87-day, 21-hour, 0-minute period from Monday, 03 February 2020 at 19:48 UTC to Friday, 01 May 2020 at 16:48 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:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225479
[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=204638
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225383
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220609
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219768
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225792
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224606

Top URLs in Tweet in G1:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225479
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224152
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225383
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225792
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220609
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224606
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=204638

Top URLs in Tweet in G2:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=203603
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224152
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=204638
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220609
[1] http://cplusj.org/

Top URLs in Tweet in G3:
[1] https://socialmediaandsociety.org/submit/
[1] https://socialmediaandsociety.org/2020-accepted-papers/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224152

Top URLs in Tweet in G4:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219768

Top URLs in Tweet in G5:
[1] https://socialmediaandsociety.org/2020/2020-smsociety-going-virtual/

Top URLs in Tweet in G6:
[1] https://twitter.com/SMLabTO/status/1238615482107711489

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:
[24] nodexlgraphgallery.org
[4] twitter.com
[3] socialmediaandsociety.org
[1] cplusj.org

Top Domains in Tweet in G1:
[15] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[6] nodexlgraphgallery.org
[1] cplusj.org

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

Top Domains in Tweet in G4:
[2] nodexlgraphgallery.org

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

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

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:
[78] smsociety
[23] socialmedia
[18] data
[10] cfp
[10] socmed
[10] researchers
[10] depaulu
[10] soups2020
[10] cui2020
[3] icwsm2020



Top Hashtags in Tweet in G1:
[31] smsociety
[10] socialmedia
[8] cfp
[8] socmed
[8] data
[8] researchers
[8] depaulu
[8] soups2020
[8] cui2020
[2] depaul

Top Hashtags in Tweet in G2:
[5] smsociety
[1] socialmedia
[1] nodexl
[1] toronto
[1] arabic
[1] chinese
[1] workshop
[1] redessociales
[1] fsu
[1] ddj

Top Hashtags in Tweet in G3:
[8] socialmedia
[8] data
[7] smsociety
[1] uofg

Top Hashtags in Tweet in G4:
[4] smsociety
[2] cfp
[2] socialmedia
[2] researchers
[2] depaulu
[2] socmed
[2] soups2020
[2] cui2020
[2] icwsm2020

Top Hashtags in Tweet in G5:
[14] smsociety
[2] socialmedia
[2] data

Top Hashtags in Tweet in G6:
[7] 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:
[60] Words in Sentiment List#1: Positive
[2] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1634] Non-categorized Words
[1696] Total Words
[78] #smsociety
[41] socmediaconf
[41] virtual
[37] smlabto
[36] nodexl

Top Words in Tweet in G1:
[31] #smsociety
[21] nodexl
[18] docassar
[16] socmediaconf
[15] smlabto
[14] ingcolombo
[13] alexfenton
[13] claudelelay
[13] wischnewski_m
[10] top

Top Words in Tweet in G2:
[12] nodexl
[11] socmediaconf
[5] #smsociety
[4] smlabto
[3] 2020
[3] tarletong
[3] drg_cost
[3] jacobsonjenna
[3] raquelrecuero
[2] ingcolombo

Top Words in Tweet in G3:
[10] socmediaconf
[9] social
[9] media
[9] make
[8] calling
[8] researchers
[8] using
[8] unique
[8] tool
[8] method

Top Words in Tweet in G4:
[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 G5:
[28] virtual
[14] 2020
[14] #smsociety
[14] going
[14] way
[14] support
[14] research
[14] community
[14] waiving
[14] registration

Top Words in Tweet in G6:
[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 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
[21] #smsociety,nodexl
[17] smlabto,alexfenton
[17] registration,fees
[17] 2020,#smsociety
[17] research,community
[16] #socialmedia,#data
[16] #smsociety,going
[16] virtual,way
[16] way,support

Top Word Pairs in Tweet in G1:
[15] #smsociety,nodexl
[13] smlabto,alexfenton
[11] nodexl,smlabto
[11] alexfenton,ingcolombo
[10] ingcolombo,socmediaconf
[10] socmediaconf,claudelelay
[10] claudelelay,docassar
[9] top,hashtags
[9] hashtags,#smsociety
[8] #smsociety,#socialmedia

Top Word Pairs in Tweet in G2:
[7] nodexl,socmediaconf
[3] #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] great,experience

Top Word Pairs in Tweet in G3:
[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 G4:
[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 G5:
[14] 2020,#smsociety
[14] #smsociety,going
[14] going,virtual
[14] virtual,way
[14] way,support
[14] support,research
[14] research,community
[14] community,waiving
[14] waiving,registration
[14] registration,fees

Top Word Pairs in Tweet in G6:
[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 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:
@phmai
@tg2rai

Top Replied-To in G3:
@phmai

Top Replied-To in G4:
@tg2rai

Top Mentioned
Top Mentioned in Entire Graph:
@socmediaconf
@smlabto
@alexfenton
@ingcolombo
@docassar
@claudelelay
@wischnewski_m
@nodexl
@smr_foundation
@phmai

Top Mentioned in G1:
@socmediaconf
@smlabto
@ingcolombo
@docassar
@alexfenton
@claudelelay
@wischnewski_m
@smr_foundation
@nodexl
@sonicux

Top Mentioned in G2:
@socmediaconf
@smlabto
@nodexl
@tarletong
@drg_cost
@jacobsonjenna
@raquelrecuero
@ingcolombo
@phmai
@northeastern

Top Mentioned in G3:
@socmediaconf
@smlabto
@uofg
@languofg
@langhftm
@docassar
@ingcolombo
@alexfenton
@phmai
@aylinnchen

Top Mentioned in G4:
@ingcolombo
@socmediaconf
@docassar
@phmai
@melaniesage
@marc_smith
@jillhopke
@smlabto
@alexfenton
@discovertext

Top Mentioned in G5:
@smlabto
@socmediaconf

Top Mentioned in G6:
@cristinavas
@richdron
@yunisooc
@alexfenton
@pro
@prof_chadwick
@was3210
@marc_smith
@mformarie
@mariakutar

Top Mentioned in G8:
@nickfoard

Top Mentioned in G9:
@jetsumgerl

Top Mentioned in G10:
@abeytiaanisa

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

Top Tweeters in G1:
@mjoehlerich
@likely75463987
@adamworrall4
@lingtax
@nj_tierney
@pauljreilly
@gruzd
@timothyjgraham
@smr_foundation
@infogamerist

Top Tweeters in G2:
@vivianfrancos
@claudelelay
@beata_j
@mktdiginews
@panoptika
@northeastern
@raquelrecuero
@storybench
@activithink
@nodexl

Top Tweeters in G3:
@netievalage
@sportmgmtprof
@phmai
@drsmadden
@zizip
@harrytdyer
@uofg
@alpha199347812
@languofg
@gr

Top Tweeters in G4:
@labourlist
@tg2rai
@uklabour
@ingcolombo
@juedischeonline
@melaniesage
@marc_smith
@israelingermany
@discovertext
@jewishlabour

Top Tweeters in G5:
@barrywellman
@rellypops
@alliejohns
@ittefaqm
@mfcavanagh
@mylynnfelt
@velixious
@jillhopke
@smlabto
@ktoffa

Top Tweeters in G6:
@prof_chadwick
@was3210
@alexfenton
@salfordbizsch
@charlesknight
@runeatrepeatuk
@cristinavas
@richdron
@mariakutar
@mformarie

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