#SMRM19, Twitter, 5/18/2019 4:19:40 PM, 197249


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#SMRM19_2019-05-18_09-13-18.xlsx
#SMRM19_2019-05-18_09-13-18.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 18, 2019
Short Description:
#SMRM19 via NodeXL http://bit.ly/2VMtmaU
@was3210
@maykingtea
@socialelephants
@nsmnss
@kate_hammer
@jetsumgerl
@suebecks
@nodexl
@helsmorris1975
@josephdowning1

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

Description:
Description
The graph represents a network of 98 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 16:13 UTC.

The tweets in the network were tweeted over the 4-day, 23-hour, 5-minute period from Monday, 13 May 2019 at 17:05 UTC to Saturday, 18 May 2019 at 16:11 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 : 98
Unique Edges : 235
Edges With Duplicates : 714
Total Edges : 949
Self-Loops : 105
Reciprocated Vertex Pair Ratio : 0.205479452054795
Reciprocated Edge Ratio : 0.340909090909091
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 97
Maximum Edges in a Connected Component : 948
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.035919
Graph Density : 0.0370292446875658
Modularity : 0.145142
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://www.eventbrite.com/e/social-media-digital-humanities-methodsapproaches-for-social-scientists-tickets-55334396670
[3] https://twitter.com/was3210/status/1129283042038693888
[3] https://wiki.digitalmethods.net/Dmi/ToolDatabase
[3] https://twitter.com/SocialElephants/status/1129282720427851776

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
[3] https://twitter.com/nodexl/status/1129380701076242435
[2] https://www.eventbrite.com/e/social-media-digital-humanities-methodsapproaches-for-social-scientists-tickets-55334396670
[2] https://wiki.digitalmethods.net/Dmi/ToolDatabase
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197099
[2] https://twitter.com/was3210/status/1129233748837437440
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197139
[1] https://journals.sagepub.com/doi/full/10.1177/0894439319828011
[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://www.pscp.tv/w/b66Czjc5OTc0MzJ8MW5BS0V6bnZPcWJHTJmWeHTUDwrlWchgPD7BqOx5rWNPTLtJ8_UnVRAdEPw9
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197099
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197104
[1] https://twitter.com/was3210/status/1129365201868996609
[1] https://twitter.com/SocialElephants/status/1129282720427851776
[1] https://twitter.com/was3210/status/1129283042038693888
[1] https://twitter.com/sonsocmed/status/1129264421140946945

Top URLs in Tweet in G3:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197099
[2] https://twitter.com/was3210/status/1129233748837437440
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197139
[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://www.pscp.tv/w/b66Czjc5OTc0MzJ8MW5BS0V6bnZPcWJHTJmWeHTUDwrlWchgPD7BqOx5rWNPTLtJ8_UnVRAdEPw9
[1] https://twitter.com/was3210/status/1128920217126612994

Top URLs in Tweet in G4:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197139
[1] https://twitter.com/SocialElephants/status/1129282720427851776

Top URLs in Tweet in G5:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197139

Top URLs in Tweet in G6:
[1] https://twitter.com/was3210/status/1129336285942964224

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[402] smrm19
[24] socialmedia
[20] phdchat
[10] netnography
[9] hashtag
[6] digitalethnography
[6] machinelearning
[6] artificialintelligence
[5] london
[4] socialnetworkanalysis



Top Hashtags in Tweet in G1:
[200] 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:
[107] smrm19
[6] socialmedia
[4] hashtag
[3] socialmediaanalysis
[2] netnography
[2] ict4d
[1] machinelearning
[1] artificialintelligence
[1] social
[1] teahour

Top Hashtags in Tweet in G3:
[61] smrm19
[4] socialmedia
[2] phdchat
[2] netnography
[2] hashtag
[1] digitalethnography
[1] london
[1] leedsbeckett
[1] teahour
[1] hitmewithyourbestpun

Top Hashtags in Tweet in G4:
[19] smrm19
[2] digitalethnography
[1] elephantandcastle
[1] gratitude
[1] socialmedia
[1] sheffield
[1] networkanalysis

Top Hashtags in Tweet in G5:
[14] smrm19
[2] phdchat
[2] hashtag
[2] socialnetworkanalysis
[1] socialmedia
[1] netnography
[1] digitalethnography
[1] london

Top Hashtags in Tweet in G6:
[1] smrm19

Top Words
Top Words in Tweet in Entire Graph:
[240] Words in Sentiment List#1: Positive
[67] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8856] Non-categorized Words
[9163] Total Words
[402] #smrm19
[307] was3210
[183] social
[129] media
[99] nodexl

Top Words in Tweet in G1:
[200] #smrm19
[117] was3210
[100] social
[69] media
[44] nodexl
[38] research
[36] data
[30] hashtag
[30] methods
[28] twitter

Top Words in Tweet in G2:
[110] was3210
[107] #smrm19
[44] social
[32] media
[25] data
[23] nodexl
[17] tweets
[15] tools
[14] maykingtea
[14] twitter

Top Words in Tweet in G3:
[61] #smrm19
[59] was3210
[26] nodexl
[22] social
[17] maykingtea
[17] media
[14] socialelephants
[13] users
[11] network
[11] event

Top Words in Tweet in G4:
[19] #smrm19
[11] was3210
[7] social
[4] nodexl
[4] kate_hammer
[4] media
[4] netnography
[4] work
[4] code
[3] maykingtea

Top Words in Tweet in G5:
[14] #smrm19
[10] was3210
[9] social
[6] media
[5] methods
[5] using
[3] hashtag
[3] event
[3] tools
[3] created

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[119] social,media
[34] social,scientists
[33] hashtag,#smrm19
[32] media,digital
[30] media,research
[29] digital,humanities
[28] methods,approaches
[25] event,social
[25] humanities,methods
[24] looking,forward

Top Word Pairs in Tweet in G1:
[63] social,media
[24] social,scientists
[21] hashtag,#smrm19
[20] media,digital
[19] media,research
[19] digital,humanities
[18] event,social
[18] methods,approaches
[17] humanities,methods
[16] use,hashtag

Top Word Pairs in Tweet in G2:
[29] social,media
[8] media,digital
[7] digital,humanities
[6] was3210,another
[6] methods,approaches
[6] media,data
[6] was3210,#smrm19
[6] social,scientists
[5] approaches,social
[5] set,data

Top Word Pairs in Tweet in G3:
[16] social,media
[9] academicchatter,audienseco
[9] audienseco,subatomicdoc
[9] subatomicdoc,kumarmanish9
[9] kumarmanish9,saidalbusaidi
[9] saidalbusaidi,agzocar
[8] was3210,maykingtea
[7] media,research
[7] using,nodexl
[6] agzocar,nsmnss

Top Word Pairs in Tweet in G4:
[4] social,media
[3] #smrm19,was3210
[3] code,frame
[2] nodexl,#smrm19
[2] #smrm19,nodexl
[2] nodexl,was3210
[2] was3210,maykingtea
[2] maykingtea,nsmnss
[2] nsmnss,jetsumgerl
[2] jetsumgerl,kate_hammer

Top Word Pairs in Tweet in G5:
[6] social,media
[3] #smrm19,network
[3] network,user
[3] user,interactions
[3] interactions,was3210
[2] wishing,london
[2] london,attend
[2] attend,#smrm19
[2] #smrm19,person
[2] person,participating

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

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

Top Replied-To in G2:
@philwane

Top Replied-To in G3:
@academicchatter
@was3210
@maykingtea
@socialelephants

Top Replied-To in G5:
@was3210

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

Top Mentioned in G1:
@was3210
@nodexl
@suebecks
@socialelephants
@maykingtea
@kate_hammer
@echosec_uk
@audienseco
@bernardamus
@jetsumgerl

Top Mentioned in G2:
@was3210
@nodexl
@kate_hammer
@maykingtea
@suebecks
@socialelephants
@jetsumgerl
@bernardamus
@laprofesposito
@echosec_uk

Top Mentioned in G3:
@was3210
@nodexl
@maykingtea
@socialelephants
@audienseco
@suebecks
@subatomicdoc
@kumarmanish9
@saidalbusaidi
@agzocar

Top Mentioned in G4:
@was3210
@kate_hammer
@maykingtea
@jetsumgerl
@nodexl
@nsmnss
@helsmorris1975
@suebecks
@nod
@kozinets

Top Mentioned in G5:
@was3210
@adamduell
@maykingtea
@netlytic
@nsmnss
@whataboutzana
@tweetbinder
@col_fergus
@jetsumgerl
@kate_hammer

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

Top Tweeters in G1:
@bernardamus
@jayeshmthakur
@sportmarketing1
@real_person_dh
@kilmunbooks
@was3210
@eyo73942929
@kathalbury
@erimbau
@turner_briony

Top Tweeters in G2:
@maykingtea
@honxqp
@hootsuite
@lsepublicevents
@fortuny
@tutormentorteam
@philwane
@mhawksey
@phat_controller
@lsenews

Top Tweeters in G3:
@academicchatter
@subatomicdoc
@kumarmanish9
@teahour_uk
@suebecks
@diana_h
@saidalbusaidi
@audienseco
@soci
@marc_smith

Top Tweeters in G4:
@santchiweb
@kate_hammer
@lorilewis
@lcclondon
@harrytdyer
@nod
@jetsumgerl
@officiallychadd
@kozinets
@maitrayeeb

Top Tweeters in G5:
@whataboutzana
@h2cm
@nsmnss
@gerrynicolaas
@adamduell
@simonaciobotaru
@netlytic

Top Tweeters in G6:
@sanjay_digital


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