NodeXL Graph Gallery: Interactive Graph


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#NodeXL Twitter NodeXL SNA Map and Report for Wednesday, 20 October 2021 at 18:06 UTC (experimental version)
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From:
Linafernandagomez
Uploaded on:
October 27, 2021
Short Description:
#NodeXL via NodeXL https://bit.ly/3bflOTc
@chidambara09
@tutormentorteam
@nodexl
@albertoemachado
@marc_smith
@allhoff_joachim
@verukita1
@michaelbathurst
@docassar
@eventsinfluenc1

Top hashtags:
#nodexl
#gephi
#datascience
#machinelearning
#sociology
#phdchat

Description:
Description
The graph represents a network of 115 Twitter users whose recent tweets contained "#NodeXL", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Wednesday, 20 October 2021 at 18:07 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 17-minute period from Tuesday, 12 October 2021 at 07:43 UTC to Wednesday, 20 October 2021 at 17:00 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 : 115
Unique Edges : 286
Edges With Duplicates : 874
Total Edges : 1160
Number of Edge Types : 5
MentionsInRetweet : 679
Retweet : 135
Replies to : 29
Mentions : 293
Tweet : 24
Self-Loops : 31
Reciprocated Vertex Pair Ratio : 0.130434782608696
Reciprocated Edge Ratio : 0.230769230769231
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 114
Maximum Edges in a Connected Component : 1159
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.585981
Graph Density : 0.0337147215865751
Modularity : 0.212419
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 115 Twitter users whose recent tweets contained "#NodeXL", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Wednesday, 20 October 2021 at 18:07 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 17-minute period from Tuesday, 12 October 2021 at 07:43 UTC to Wednesday, 20 October 2021 at 17:00 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 : TwitterSearch
Graph Term : #NodeXL
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:
[38] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264407
[20] https://www.eventbrite.com/e/2022-winter-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-166183444155?aff=ebdsoporgprofile
[18] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[16] https://www.eventbrite.com/e/workshop-on-using-nodexl-to-develop-a-research-paper-tickets-165807880835?aff=eand
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264535
[8] https://www.linkedin.com/posts/albertoespinosamachado_albertoemachado-twitter-nodexl-sna-map-and-activity-6853998981178023936-shCH
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264422
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264457
[7] https://nocodefunctions.com/html/vosviewer/index.html?json=data/public/vosviewer_74e5e665e68a4314c102.json
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264499

Top URLs in Tweet in G1:
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264407
[19] https://www.eventbrite.com/e/2022-winter-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-166183444155?aff=ebdsoporgprofile
[17] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[16] https://www.eventbrite.com/e/workshop-on-using-nodexl-to-develop-a-research-paper-tickets-165807880835?aff=eand
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264457
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264535
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264499
[4] https://nocodefunctions.com/html/vosviewer/index.html?json=data/public/vosviewer_74e5e665e68a4314c102.json
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263762
[2] https://tutormentor.blogspot.com/2021/10/understanding-participation-in-movement.html

Top URLs in Tweet in G2:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264407
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264535
[1] https://nocodefunctions.com/html/vosviewer/index.html?json=data/public/vosviewer_74e5e665e68a4314c102.json
[1] https://twitter.com/chidambara09/status/1448217901681364992
[1] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264499

Top URLs in Tweet in G3:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264407
[8] https://www.linkedin.com/posts/albertoespinosamachado_albertoemachado-twitter-nodexl-sna-map-and-activity-6853998981178023936-shCH
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264422
[2] https://nocodefunctions.com/html/vosviewer/index.html?json=data/public/vosviewer_74e5e665e68a4314c102.json
[2] https://twitter.com/chidambara09/status/1448217901681364992
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264535
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264023
[1] https://mtr.cool:443/sqwjqocpum
[1] https://www.eventbrite.com/e/2022-winter-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-166183444155?aff=ebdsoporgprofile

Top URLs in Tweet in G4:
[2] https://tutormentor.blogspot.com/2021/10/understanding-participation-in-movement.html
[1] https://tutormentor.blogspot.com/search/label/NodeXL

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[193] nodexl
[57] gephi
[49] datascience
[44] machinelearning
[42] sociology
[41] phdchat
[29] mediaresearchinstitute
[26] rstats
[26] ai
[26] openscience



Top Hashtags in Tweet in G1:
[124] nodexl
[54] gephi
[43] datascience
[40] phdchat
[39] sociology
[37] machinelearning
[27] mediaresearchinstitute
[24] rstats
[24] openscience
[21] twitterresearchproject

Top Hashtags in Tweet in G2:
[29] nodexl
[6] influencers
[4] socialmedia
[4] machinelearning
[3] bigdata
[3] twitter
[3] datascience
[2] vosviewer
[2] iiot
[2] salesforce

Top Hashtags in Tweet in G3:
[35] nodexl
[10] transvision
[10] ai
[9] influencers
[8] digital
[8] friends
[8] future
[8] hashtagteam
[6] smsociety
[4] socialmedia

Top Hashtags in Tweet in G4:
[4] nodexl
[1] network
[1] sna
[1] networkanalysis
[1] tutor
[1] mentor
[1] sdgs

Top Hashtags in Tweet in G5:
[1] sindacodiroma
[1] gualtieri
[1] marchetti
[1] calenda
[1] raggi
[1] nodexl
[1] elezioni

Top Words
Top Words in Tweet in Entire Graph:
[247] nodexl
[244] #nodexl
[105] albertoemachado
[102] top
[92] #datascience
[90] verukita1
[88] #gephi
[87] #machinelearning
[85] michaelbathurst
[74] #sociology

Top Words in Tweet in G1:
[149] #nodexl
[128] nodexl
[71] #gephi
[66] #datascience
[64] social
[60] #machinelearning
[60] network
[54] #sociology
[52] #phdchat
[42] top

Top Words in Tweet in G2:
[65] nodexl
[40] #nodexl
[27] albertoemachado
[27] michaelbathurst
[26] verukita1
[23] top
[21] eli_krumova
[17] developerbot_v1
[15] eventsinfluenc1
[15] allhoff_joachim

Top Words in Tweet in G3:
[54] nodexl
[50] #nodexl
[40] albertoemachado
[37] top
[26] hashtags
[24] michaelbathurst
[23] verukita1
[21] eli_krumova
[20] eventsinfluenc1
[16] chidambara09

Top Words in Tweet in G4:
[4] network
[4] #nodexl
[3] article
[2] use
[2] analysis
[2] tools
[2] building
[2] articles
[2] understanding
[2] pointed

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[68] top,hashtags
[65] albertoemachado,nodexl
[58] verukita1,michaelbathurst
[56] nodexl,eventsinfluenc1
[56] eventsinfluenc1,developerbot_v1
[56] developerbot_v1,allhoff_joachim
[56] allhoff_joachim,nodexlacademy
[56] nodexlacademy,eli_krumova
[53] hashtags,#nodexl
[53] #nodexl,nodexl

Top Word Pairs in Tweet in G1:
[33] top,hashtags
[31] hashtags,#nodexl
[31] network,analysis
[27] albertoemachado,nodexl
[26] social,network
[26] nodexl,eventsinfluenc1
[26] eventsinfluenc1,developerbot_v1
[26] developerbot_v1,allhoff_joachim
[26] allhoff_joachim,nodexlacademy
[26] nodexlacademy,eli_krumova

Top Word Pairs in Tweet in G2:
[18] albertoemachado,nodexl
[15] nodexl,eventsinfluenc1
[15] eventsinfluenc1,developerbot_v1
[15] developerbot_v1,allhoff_joachim
[15] allhoff_joachim,nodexlacademy
[15] nodexlacademy,eli_krumova
[14] #nodexl,nodexl
[13] eli_krumova,verukita1
[13] verukita1,michaelbathurst
[11] #datascience,#machinelearning

Top Word Pairs in Tweet in G3:
[26] top,hashtags
[20] albertoemachado,nodexl
[19] verukita1,michaelbathurst
[16] #nodexl,nodexl
[15] nodexl,eventsinfluenc1
[15] eventsinfluenc1,developerbot_v1
[15] developerbot_v1,allhoff_joachim
[15] allhoff_joachim,nodexlacademy
[15] nodexlacademy,eli_krumova
[15] eli_krumova,verukita1

Top Word Pairs in Tweet in G4:
[2] #nodexl,article
[2] gmacscotland,marc_smith

Top Replied-To
Top Replied-To in Entire Graph:
@albertoemachado
@michaelbathurst
@docassar
@eli_krumova
@verukita1
@enricomolinari
@gmacscotland
@this0499154500
@jpalfrey

Top Replied-To in G1:
@verukita1
@eli_krumova
@michaelbathurst

Top Replied-To in G2:
@michaelbathurst
@docassar
@enricomolinari
@verukita1
@albertoemachado
@eli_krumova
@this0499154500

Top Replied-To in G3:
@albertoemachado
@eli_krumova
@michaelbathurst

Top Replied-To in G4:
@gmacscotland
@jpalfrey

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@albertoemachado
@verukita1
@michaelbathurst
@eventsinfluenc1
@allhoff_joachim
@eli_krumova
@chidambara09
@developerbot_v1
@nodexlacademy

Top Mentioned in G1:
@nodexl
@verukita1
@albertoemachado
@allhoff_joachim
@michaelbathurst
@chidambara09
@eventsinfluenc1
@eli_krumova
@developerbot_v1
@nodexlacademy

Top Mentioned in G2:
@nodexl
@albertoemachado
@verukita1
@michaelbathurst
@eli_krumova
@developerbot_v1
@eventsinfluenc1
@allhoff_joachim
@nodexlacademy
@chidambara09

Top Mentioned in G3:
@albertoemachado
@nodexl
@verukita1
@eventsinfluenc1
@michaelbathurst
@eli_krumova
@chidambara09
@developerbot_v1
@allhoff_joachim
@nodexlacademy

Top Mentioned in G4:
@marc_smith
@macfound
@shaunlintern
@emahase_
@zubhaque
@rcgpac
@cmo_england
@devisridhar
@martinrcgp
@rcgp

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@fabriciosx
@andrewmorrisuk
@nicochan33
@jacobussystems
@shi4tech
@shoutmgb
@developerbot_v1
@spirosmargaris
@allesundnix_

Top Tweeters in G1:
@fabriciosx
@andrewmorrisuk
@shoutmgb
@developerbot_v1
@allesundnix_
@michaelbathurst
@gauravsabnis
@jayeshmthakur
@satyajit1910
@b0tsci

Top Tweeters in G2:
@chidambara09
@nicochan33
@jacobussystems
@spirosmargaris
@iottogether
@ralexjimenez
@nigelwalsh
@elizabot9
@jimmarous
@gp_pulipaka

Top Tweeters in G3:
@shi4tech
@ballislife
@nevillegaunt
@kalydeoo
@albertoemachado
@marcbernardin
@labordeolivier
@frronconi
@curieuxexplorer
@pawlowskimario

Top Tweeters in G4:
@shaunlintern
@tutormentorteam
@gmacscotland
@macfound
@rcgp
@drgandalf52
@zubhaque
@jpalfrey
@devisridhar
@emahase_

Top Tweeters in G5:
@fromalias