#SMRM19, Twitter, 5/18/2019 10:59:47 PM, 197275


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#SMRM19 Twitter NodeXL SNA Map and Report for Saturday, 18 May 2019 at 19:51 UTC
#SMRM19 Twitter NodeXL SNA Map and Report for Saturday, 18 May 2019 at 19:51 UTC
From:
Marc_Smith
Uploaded on:
May 18, 2019
Short Description:
#SMRM19 via NodeXL http://bit.ly/2VJZBrc
@was3210
@maykingtea
@socialelephants
@nodexl
@suebecks
@nsmnss
@kate_hammer
@jetsumgerl
@josephdowning1
@academicchatter

Top hashtags:
#smrm19
#socialmedia
#phdchat
#netnography
#hashtag
#digitalethnography
#machinelearning

Description:
Description
The graph represents a network of 101 Twitter users whose recent tweets contained "#SMRM19", 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 Saturday, 18 May 2019 at 22:55 UTC.

The tweets in the network were tweeted over the 5-day, 2-hour, 37-minute period from Monday, 13 May 2019 at 17:05 UTC to Saturday, 18 May 2019 at 19:43 UTC.

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 : 101
Unique Edges : 279
Edges With Duplicates : 1057
Total Edges : 1336
Number of Edge Types : 4
Tweet : 91
Mentions : 817
Retweet : 357
Replies to : 71
Self-Loops : 140
Reciprocated Vertex Pair Ratio : 0.21957671957672
Reciprocated Edge Ratio : 0.360086767895879
Connected Components : 5
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 97
Maximum Edges in a Connected Component : 1332
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.973016
Graph Density : 0.0456435643564356
Modularity : 0.116435
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197139
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197099
[6] https://twitter.com/nodexl/status/1129380701076242435
[6] https://twitter.com/was3210/status/1129233748837437440
[6] https://www.eventbrite.com/e/social-media-digital-humanities-methodsapproaches-for-social-scientists-tickets-55334396670?ref=estw
[5] https://www.pscp.tv/w/b66Czjc5OTc0MzJ8MW5BS0V6bnZPcWJHTJmWeHTUDwrlWchgPD7BqOx5rWNPTLtJ8_UnVRAdEPw9
[3] https://twitter.com/was3210/status/1129283042038693888
[3] https://twitter.com/SocialElephants/status/1129282720427851776
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197249
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197104

Top URLs in Tweet in G1:
[6] https://www.eventbrite.com/e/social-media-digital-humanities-methodsapproaches-for-social-scientists-tickets-55334396670?ref=estw
[3] https://www.pscp.tv/w/b66Czjc5OTc0MzJ8MW5BS0V6bnZPcWJHTJmWeHTUDwrlWchgPD7BqOx5rWNPTLtJ8_UnVRAdEPw9
[2] https://www.eventbrite.com/e/social-media-digital-humanities-methodsapproaches-for-social-scientists-tickets-55334396670
[2] https://twitter.com/was3210/status/1129233748837437440
[2] https://twitter.com/nodexl/status/1129380701076242435
[2] https://wiki.digitalmethods.net/Dmi/ToolDatabase
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197099
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197139
[1] https://journals.sagepub.com/doi/full/10.1177/0894439319828011?cookieSet=1
[1] https://journals.sagepub.com/doi/full/10.11

Top URLs in Tweet in G2:
[2] https://twitter.com/was3210/status/1129233748837437440
[2] https://twitter.com/nodexl/status/1129380701076242435
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197139
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197104
[1] https://www.pscp.tv/w/b66Czjc5OTc0MzJ8MW5BS0V6bnZPcWJHTJmWeHTUDwrlWchgPD7BqOx5rWNPTLtJ8_UnVRAdEPw9
[1] https://twitter.com/was3210/status/1129365201868996609
[1] https://www.eventbrite.com/e/social-media-digital-humanities-methodsapproaches-for-social-scientists-tickets-55334396670
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197099
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197249
[1] https://twitter.com/SocialElephants/status/1129282720427851776

Top URLs in Tweet in G3:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197099
[1] https://twitter.com/was3210/status/1129233748837437440
[1] https://socialelephants.com/en/contact/trial
[1] https://twitter.com/was3210/status/1129365201868996609
[1] https://twitter.com/nodexl/status/1129380701076242435
[1] https://twitter.com/was3210/status/1129387506863083520
[1] https://twitter.com/was3210/status/1129283042038693888
[1] https://wiki.digitalmethods.net/Dmi/ToolDatabase
[1] https://twitter.com/socialelephants/status/1129519901377540097

Top URLs in Tweet in G4:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197139
[1] https://twitter.com/was3210/status/1129283042038693888
[1] https://twitter.com/socialelephants/status/1129282720427851776
[1] https://twitter.com/sonsocmed/status/1129264421140946945
[1] https://twitter.com/was3210/status/1129323532578709505
[1] https://twitter.com/was3210/status/1129336285942964224
[1] https://twitter.com/nodexl/status/1129380701076242435
[1] https://www.pscp.tv/w/b66Czjc5OTc0MzJ8MW5BS0V6bnZPcWJHTJmWeHTUDwrlWchgPD7BqOx5rWNPTLtJ8_UnVRAdEPw9
[1] https://twitter.com/was3210/status/1129233748837437440
[1] http://Altcoffee.com

Top URLs in Tweet in G5:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197139
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197249
[1] https://www.youtube.com/watch?v=jBGLnpw0yxA


Top URLs in Tweet in G6:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197104

Top URLs in Tweet in G7:
[1] https://twitter.com/was3210/status/1129336285942964224

Top Domains
Top Domains in Tweet in Entire Graph:
[29] twitter.com
[23] nodexlgraphgallery.org
[10] eventbrite.com
[5] pscp.tv
[3] digitalmethods.net
[2] sagepub.com
[1] youtube.com
[1] altcoffee.com
[1] springer.com
[1] socialelephants.com

Top Domains in Tweet in G1:
[9] eventbrite.com
[6] nodexlgraphgallery.org
[5] twitter.com
[3] pscp.tv
[2] digitalmethods.net
[2] sagepub.com
[1] springer.com

Top Domains in Tweet in G2:
[8] twitter.com
[5] nodexlgraphgallery.org
[1] pscp.tv
[1] eventbrite.com

Top Domains in Tweet in G3:
[6] twitter.com
[5] nodexlgraphgallery.org
[1] socialelephants.com
[1] digitalmethods.net

Top Domains in Tweet in G4:
[9] twitter.com
[4] nodexlgraphgallery.org
[1] pscp.tv
[1] altcoffee.com

Top Domains in Tweet in G5:
[2] nodexlgraphgallery.org
[1] youtube.com

Top Domains in Tweet in G6:
[1] nodexlgraphgallery.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[418] smrm19
[26] socialmedia
[21] phdchat
[12] netnography
[10] hashtag
[7] digitalethnography
[7] machinelearning
[6] artificialintelligence
[5] london
[4] socialnetworkanalysis



Top Hashtags in Tweet in G1:
[179] smrm19
[15] phdchat
[12] socialmedia
[5] machinelearning
[5] artificialintelligence
[5] netnography
[2] london
[2] social
[1] teahour
[1] hitmewithyourbestpun

Top Hashtags in Tweet in G2:
[109] smrm19
[6] socialmedia
[4] hashtag
[3] socialmediaanalysis
[2] ict4d
[2] netnography
[1] teahour
[1] hitmewithyourbestpun
[1] machinelearning
[1] artificialintelligence

Top Hashtags in Tweet in G3:
[49] smrm19
[2] socialmedia
[1] phdchat
[1] hashtag

Top Hashtags in Tweet in G4:
[60] smrm19
[3] socialmedia
[3] netnography
[3] phdchat
[2] digitalethnography
[2] hashtag
[2] socialnetworkanalysis
[1] data
[1] gratitude
[1] sheffield

Top Hashtags in Tweet in G5:
[10] smrm19
[3] digitalethnography
[2] socialmedia
[2] phdchat
[2] netnography
[2] hashtag
[1] london
[1] machinelearning

Top Hashtags in Tweet in G6:
[7] smrm19
[1] socialmedia
[1] teahour
[1] hitmewithyourbestpun

Top Hashtags in Tweet in G7:
[4] smrm19
[1] esf19
[1] songfestival
[1] sanmarino
[1] foustanela

Top Words
Top Words in Tweet in Entire Graph:
[322] Words in Sentiment List#1: Positive
[88] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[10515] Non-categorized Words
[10925] Total Words
[549] #smrm19
[223] social
[153] was3210
[151] media
[145] nodexl

Top Words in Tweet in G1:
[222] #smrm19
[81] social
[58] media
[45] nodexl
[44] was3210
[42] data
[32] research
[30] analysis
[29] #phdchat
[29] hashtag

Top Words in Tweet in G2:
[152] #smrm19
[54] social
[45] was3210
[38] media
[30] nodexl
[30] data
[26] tweets
[19] analysis
[17] more
[16] today

Top Words in Tweet in G3:
[70] #smrm19
[43] social
[30] media
[25] nodexl
[25] #phdchat
[23] hashtag
[17] event
[17] was3210
[15] using
[13] research

Top Words in Tweet in G4:
[70] #smrm19
[34] social
[32] was3210
[20] media
[17] nodexl
[12] socialelephants
[12] analysis
[12] tools
[11] maykingtea
[10] data

Top Words in Tweet in G5:
[20] nodexl
[16] #smrm19
[9] was3210
[7] social
[6] using
[4] users
[4] based
[4] today
[4] brand
[4] data

Top Words in Tweet in G6:
[15] #smrm19
[8] nodexl
[7] tweets
[6] was3210
[6] audienseco
[6] maykingtea
[6] reach
[5] academicchatter
[5] subatomicdoc
[5] kumarmanish9

Top Words in Tweet in G7:
[4] #smrm19

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[141] social,media
[39] hashtag,#smrm19
[37] social,scientists
[36] media,research
[35] media,digital
[32] digital,humanities
[29] using,nodexl
[28] looking,forward
[28] methods,approaches
[26] event,social

Top Word Pairs in Tweet in G1:
[52] social,media
[16] hashtag,#smrm19
[14] media,research
[14] social,scientists
[12] media,digital
[11] event,social
[11] professional,live
[11] live,tweeter
[11] digital,humanities
[11] data,#smrm19

Top Word Pairs in Tweet in G2:
[35] social,media
[9] media,digital
[8] looking,forward
[8] social,scientists
[8] media,data
[8] digital,humanities
[8] was3210,#smrm19
[7] methods,approaches
[7] data,#smrm19
[7] hashtag,#smrm19

Top Word Pairs in Tweet in G3:
[29] social,media
[13] event,social
[13] media,research
[11] use,hashtag
[11] hashtag,#smrm19
[11] #smrm19,event
[11] hired,professional
[11] professional,live
[11] live,tweeter
[11] tweeter,sure

Top Word Pairs in Tweet in G4:
[20] social,media
[6] was3210,#smrm19
[6] media,research
[5] nodexl,was3210
[5] looking,forward
[5] social,scientists
[4] social,network
[4] #smrm19,nodexl
[4] was3210,maykingtea
[4] maykingtea,nsmnss

Top Word Pairs in Tweet in G5:
[5] using,nodexl
[3] social,media
[3] nodexl,graph
[3] was3210,honxqp
[3] honxqp,nodexl
[3] looking,using
[2] #smrm19,nodexl
[2] nodexl,was3210
[2] was3210,maykingtea
[2] suebecks,nodexl

Top Word Pairs in Tweet in G6:
[5] academicchatter,audienseco
[5] audienseco,subatomicdoc
[5] subatomicdoc,kumarmanish9
[5] kumarmanish9,saidalbusaidi
[5] saidalbusaidi,agzocar
[5] agzocar,nsmnss
[5] nsmnss,nodexl
[5] nodexl,marc_smith
[5] marc_smith,suebecks
[5] suebecks,was3210

Top Replied-To
Top Replied-To in Entire Graph:
@was3210
@maitrayeeb
@academicchatter
@socialelephants
@maykingtea
@bernardamus
@honxqp
@twitonomyapp
@visibrain
@whataboutzana

Top Replied-To in G1:
@was3210
@maitrayeeb
@socialelephants
@visibrain
@academicchatter
@twitonomyapp
@honxqp
@bernardamus
@maykingtea
@laprofesposito

Top Replied-To in G2:
@maitrayeeb
@was3210
@academicchatter
@philwane
@visibrain
@maykingtea
@laprofesposito
@whataboutzana
@twitonomyapp
@honxqp

Top Replied-To in G3:
@academicchatter
@was3210

Top Replied-To in G4:
@was3210
@maykingtea
@socialelephants
@academicchatter
@maitrayeeb

Top Replied-To in G5:
@was3210
@maitrayeeb
@stefaniavicari

Top Replied-To in G6:
@academicchatter

Top Mentioned
Top Mentioned in Entire Graph:
@was3210
@nodexl
@maykingtea
@socialelephants
@suebecks
@echosec_uk
@nsmnss
@kate_hammer
@audienseco
@subatomicdoc

Top Mentioned in G1:
@was3210
@nodexl
@socialelephants
@maykingtea
@suebecks
@echosec_uk
@audienseco
@nsmnss
@kate_hammer
@sonsocmed

Top Mentioned in G2:
@was3210
@nodexl
@suebecks
@socialelephants
@maykingtea
@echosec_uk
@tweetbinder
@jetsumgerl
@nsmnss
@kate_hammer

Top Mentioned in G3:
@nodexl
@was3210
@socialelephants
@echosec_uk
@maykingtea
@suebecks
@sonsocmed
@real_person_dh
@diana_h
@soci

Top Mentioned in G4:
@was3210
@nodexl
@socialelephants
@maykingtea
@suebecks
@nsmnss
@kate_hammer
@jetsumgerl
@helsmorris1975
@bernardamus

Top Mentioned in G5:
@nodexl
@was3210
@honxqp
@maykingtea
@nsmnss
@jetsumgerl
@kate_hammer
@helsmorris1975
@suebecks
@socialelephants

Top Mentioned in G6:
@nodexl
@was3210
@audienseco
@subatomicdoc
@kumarmanish9
@saidalbusaidi
@agzocar
@nsmnss
@marc_smith
@suebecks

Top Tweeters
Top Tweeters in Entire Graph:
@santchiweb
@academicchatter
@fmfrancoise
@maykingtea
@subatomicdoc
@honxqp
@kumarmanish9
@hootsuite
@bernardamus
@jayeshmthakur

Top Tweeters in G1:
@santchiweb
@fmfrancoise
@hootsuite
@jayeshmthakur
@sportmarketing1
@kilmunbooks
@was3210
@eyo73942929
@kathalbury
@erimbau

Top Tweeters in G2:
@maykingtea
@lsepublicevents
@fortuny
@philwane
@whataboutzana
@mhawksey
@phat_controller
@lorilewis
@lsenews
@strategicplanet

Top Tweeters in G3:
@academicchatter
@subatomicdoc
@tutormentorteam
@diana_h
@real_person_dh
@soci
@agzocar
@visibrain
@emadmstfa
@m_alsaa3di

Top Tweeters in G4:
@bernardamus
@kate_hammer
@suebecks
@nsmnss
@jetsumgerl
@gerrynicolaas
@kozinets
@helsmorris1975
@sn_marino
@adamduell

Top Tweeters in G5:
@honxqp
@alexfenton
@paulfenn16
@nodexl
@maitrayeeb
@connectedaction
@smr_foundation
@stefaniavicari
@nodexl_mktng

Top Tweeters in G6:
@kumarmanish9
@teahour_uk
@saidalbusaidi
@vipulmmali1
@h2cm
@audienseco
@marc_smith

Top Tweeters in G7:
@iboufos
@bassiesr
@road1969laura
@sanjay_digital


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