#SMSociety, Twitter, 7/15/2019 7:53:55 PM, 203208


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#SMSociety_2019-07-15_12-48-40.xlsx
#SMSociety_2019-07-15_12-48-40.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 15, 2019
Short Description:
#SMSociety via NodeXL http://bit.ly/2NYDiun
@socmediaconf
@smlabto
@gruzd
@smla
@phmai
@socmeddr
@jacobsonjenna
@trsmryersonu
@vivianfrancos
@ugentcomwet

Top hashtags:
#smsociety
#nodexl
#friday
#toronto
#ryerson
#internet

Description:
Description
The graph represents a network of 47 Twitter users whose recent tweets contained "#SMSociety", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 15 July 2019 at 19:49 UTC.

The tweets in the network were tweeted over the 8-day, 23-hour, 14-minute period from Saturday, 06 July 2019 at 17:53 UTC to Monday, 15 July 2019 at 17:07 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 : 47
Unique Edges : 69
Edges With Duplicates : 29
Total Edges : 98
Self-Loops : 6
Reciprocated Vertex Pair Ratio : 0.012987012987013
Reciprocated Edge Ratio : 0.0256410256410256
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 42
Maximum Edges in a Connected Component : 91
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.384572
Graph Density : 0.0360777058279371
Modularity : 0.419252
NodeXL Version : 1.0.1.416

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://socialmediaandsociety.org/2019-schedule/
[2] https://www.youtube.com/watch?v=QrBO9BvZFFA

[1] https://twitter.com/jacobsonjenna/status/1120333815182848001
[1] https://twitter.com/SocMediaConf/status/1150758283562688513
[1] https://socialmediaandsociety.org/2019/2019-smsociety-pre-conference-digest-1/
[1] https://communalyzer.com/
[1] https://socialmediaandsociety.org/

Top URLs in Tweet in G1:
[4] https://socialmediaandsociety.org/2019-schedule/
[1] https://socialmediaandsociety.org/2019/2019-smsociety-pre-conference-digest-1/
[1] https://socialmediaandsociety.org/
[1] https://www.youtube.com/watch?v=QrBO9BvZFFA


Top URLs in Tweet in G3:
[1] https://communalyzer.com/
[1] https://socialmediaandsociety.org/2019-schedule/
[1] https://www.youtube.com/watch?v=QrBO9BvZFFA


Top URLs in Tweet in G4:
[1] https://twitter.com/jacobsonjenna/status/1120333815182848001
[1] https://twitter.com/SocMediaConf/status/1150758283562688513

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] smsociety
[2] nodexl
[2] friday
[1] toronto
[1] ryerson
[1] internet



Top Hashtags in Tweet in G1:
[17] smsociety

Top Hashtags in Tweet in G2:
[5] smsociety
[1] toronto
[1] ryerson
[1] internet

Top Hashtags in Tweet in G3:
[8] smsociety

Top Hashtags in Tweet in G4:
[2] nodexl
[2] smsociety
[2] friday

Top Hashtags in Tweet in G5:
[6] smsociety

Top Words
Top Words in Tweet in Entire Graph:
[43] Words in Sentiment List#1: Positive
[12] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1259] Non-categorized Words
[1314] Total Words
[38] #smsociety
[31] socmediaconf
[29] conference
[26] social
[21] join

Top Words in Tweet in G1:
[22] socmediaconf
[21] conference
[17] #smsociety
[16] social
[12] toronto
[12] media
[12] july
[11] looking
[11] forward
[11] seeing

Top Words in Tweet in G2:
[5] #smsociety
[3] full
[3] conference
[3] july
[3] 19
[2] always
[2] privilege
[2] share
[2] tools
[2] methods

Top Words in Tweet in G3:
[8] #smsociety
[8] research
[7] join
[7] social
[6] smlabto
[5] online
[5] socmediaconf
[4] unable
[4] attend
[4] 's

Top Words in Tweet in G4:
[2] #nodexl
[2] #smsociety
[2] see
[2] #friday
[2] marc_smith
[2] nodexl
[2] nodexl_mktng

Top Words in Tweet in G5:
[6] #smsociety
[5] ready
[5] looking
[5] forward
[5] seeing
[4] everyone
[4] week
[3] jacobsonjenna
[2] smlabto
[2] join

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] looking,forward
[18] forward,seeing
[17] july,19
[16] social,media
[14] ready,folks
[14] folks,years
[14] years,conference
[14] conference,here
[14] here,sure
[14] sure,join

Top Word Pairs in Tweet in G1:
[12] social,media
[11] looking,forward
[11] forward,seeing
[11] seeing,toronto
[11] toronto,upcoming
[11] upcoming,international
[11] international,conference
[11] conference,social
[11] media,society
[11] july,19

Top Word Pairs in Tweet in G2:
[3] july,19
[2] always,privilege
[2] privilege,share
[2] share,tools
[2] tools,methods
[2] methods,attendees
[2] attendees,#smsociety
[2] #smsociety,year
[2] r_dwlf,t_deleyn
[2] t_deleyn,mariek_vda

Top Word Pairs in Tweet in G3:
[4] unable,attend
[4] attend,#smsociety
[4] #smsociety,'s
[4] 's,keynote
[4] keynote,sessions
[4] sessions,need
[4] need,worry
[4] worry,we've
[4] we've,covered
[4] covered,join

Top Word Pairs in Tweet in G4:
[2] #nodexl,#smsociety
[2] #smsociety,see
[2] see,#friday
[2] #friday,marc_smith
[2] marc_smith,nodexl
[2] nodexl,nodexl_mktng

Top Word Pairs in Tweet in G5:
[5] looking,forward
[5] forward,seeing
[4] ready,#smsociety
[4] #smsociety,looking
[4] seeing,everyone
[4] everyone,week
[3] jacobsonjenna,ready

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@socmediaconf
@smla
@smlabto
@jacobsonjenna
@t_deleyn
@mariek_vda
@lievendemarez
@ugentcomwet
@imec_mict_ugent
@marc_smith

Top Mentioned in G1:
@socmediaconf
@smla
@smlabto
@trsmryersonu

Top Mentioned in G2:
@t_deleyn
@mariek_vda
@lievendemarez
@ugentcomwet
@imec_mict_ugent
@socmediaconf
@stuartwshulman
@smla
@gruzd
@r_dwlf

Top Mentioned in G3:
@smlabto
@socmediaconf
@communalyzer
@smla
@gruzd
@r_dwlf
@t_deleyn
@mariek_vda
@lievendemarez
@ugentcomwet

Top Mentioned in G4:
@marc_smith
@nodexl
@nodexl_mktng
@smr_foundation

Top Mentioned in G5:
@jacobsonjenna
@smlabto
@socmediaconf
@smla

Top Tweeters
Top Tweeters in Entire Graph:
@vivianfrancos
@sportmgmtprof
@phmai
@raquelrecuero
@lenikrsova
@dancanthinks
@trsmryersonu
@justbementalist
@marc_smith
@stuartwshulman

Top Tweeters in G1:
@sportmgmtprof
@dancanthinks
@ambartosik
@harrytdyer
@dw_p
@kimroncorion
@jetsumgerl
@discovertext
@texifter
@cansueu

Top Tweeters in G2:
@phmai
@lenikrsova
@stuartwshulman
@lageneralista
@gruzd
@imec_mict_ugent
@mariek_vda
@ugentcomwet
@r_dwlf
@lievendemarez

Top Tweeters in G3:
@raquelrecuero
@justbementalist
@mylynnfelt
@smlabto
@neilalperstein
@citams_asa
@fadlan_anam
@communalyzer

Top Tweeters in G4:
@vivianfrancos
@marc_smith
@nodexl
@smr_foundation
@nodexl_mktng

Top Tweeters in G5:
@trsmryersonu
@jacobsonjenna
@bksutherland
@socmeddr


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