#NodeXL, Twitter, 10/13/2021 12:07:28 AM, 264407


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#NodeXL Twitter NodeXL SNA Map and Report for martes, 12 octubre 2021 at 17:23 UTC
#NodeXL Twitter NodeXL SNA Map and Report for martes, 12 octubre 2021 at 17:23 UTC
From:
Vero E. González
Uploaded on:
October 13, 2021
Short Description:
#NodeXL via NodeXL https://bit.ly/3DALzK1
@chidambara09
@albertoemachado
@nodexl
@eventsinfluenc1
@developerbot_v1
@allhoff_joachim
@nodexlacademy
@eli_krumova
@verukita1
@michaelbathurst

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

Description:
Description
The graph represents a network of 130 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 10,000 tweets. The network was obtained from Twitter on Tuesday, 12 October 2021 at 17:23 UTC.

The tweets in the network were tweeted over the 8-day, 0-hour, 30-minute period from Monday, 04 October 2021 at 15:29 UTC to Tuesday, 12 October 2021 at 16:00 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 : 130
Unique Edges : 345
Edges With Duplicates : 434
Total Edges : 779
Number of Edge Types : 5
Mentions : 162
MentionsInRetweet : 434
Retweet : 126
Replies to : 30
Tweet : 27
Self-Loops : 40
Reciprocated Vertex Pair Ratio : 0.0680272108843537
Reciprocated Edge Ratio : 0.127388535031847
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 125
Maximum Edges in a Connected Component : 771
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.599795
Graph Density : 0.0280858676207513
Modularity : 0.324486
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 130 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 10,000 tweets. The network was obtained from Twitter on Tuesday, 12 October 2021 at 17:23 UTC.

The tweets in the network were tweeted over the 8-day, 0-hour, 30-minute period from Monday, 04 October 2021 at 15:29 UTC to Tuesday, 12 October 2021 at 16:00 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:
[40] https://www.eventbrite.com/e/2022-winter-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-166183444155?aff=ebdsoporgprofile
[21] https://www.eventbrite.com/e/workshop-on-using-nodexl-to-develop-a-research-paper-tickets-165807880835?aff=eand
[18] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263828
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263744
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263762
[4] https://twitter.com/AlbertoEMachado/status/1444936334959915011
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264023
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250906
[3] https://www.eventbrite.co.uk/e/social-media-research-summer-school-recording-tickets-167997806963

Top URLs in Tweet in G1:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263828
[4] https://twitter.com/AlbertoEMachado/status/1444936334959915011
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263744
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250906
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264023
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262918
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264155
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263175
[1] https://hashtagteam.com.es/evento-transvision-2021-en-madrid/

Top URLs in Tweet in G2:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263744

Top URLs in Tweet in G3:
[40] https://www.eventbrite.com/e/2022-winter-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-166183444155?aff=ebdsoporgprofile
[21] 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=263762
[3] https://www.eventbrite.co.uk/e/social-media-research-summer-school-recording-tickets-167997806963
[2] http://www.pewinternet.org/2014/02/20/mapping-twitter-topic-networks-from-polarized-crowds-to-community-clusters/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264023
[1] https://mtr.cool:443/jlpyrkpfya

Top URLs in Tweet in G4:
[2] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/

Top URLs in Tweet in G5:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263744

Top URLs in Tweet in G6:
[16] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/

Top URLs in Tweet in G7:
[3] https://www.skeyesmedia.org/en/News/Reports/30-09-2021/9579

Top URLs in Tweet in G8:
[2] http://www.prodomosua.it/inktober.xls

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[170] nodexl
[64] phdchat
[47] sociology
[35] gephi
[35] datascience
[34] machinelearning
[32] socialmedia
[30] mediaresearchinstitute
[30] twitterresearchproject
[30] rstats



Top Hashtags in Tweet in G1:
[21] nodexl
[14] smsociety
[10] future
[7] transvision
[6] influencers
[6] socialmedia
[5] immortality
[5] ai
[5] humanity
[4] madrid

Top Hashtags in Tweet in G2:
[14] nodexl
[9] twitter
[9] socialmedia
[4] iiot
[4] bigdata
[4] digitaltransformation
[3] linux
[3] flutter
[3] womenintech
[3] javascript

Top Hashtags in Tweet in G3:
[79] nodexl
[64] phdchat
[47] sociology
[21] scicomm
[21] scihub
[10] sna
[7] bourdie
[7] digitalhumanities
[7] anthropology
[7] antropología

Top Hashtags in Tweet in G4:
[18] nodexl
[15] iiot
[15] bigdata
[15] twitter
[15] linux
[15] flutter
[15] womenintech
[15] javascript
[15] womenwhocode
[15] python

Top Hashtags in Tweet in G5:
[5] nodexl
[4] influencers
[1] iiot
[1] bigdata
[1] twitter
[1] linux
[1] flutter
[1] womenintech
[1] javascript
[1] womenwhocode

Top Hashtags in Tweet in G6:
[32] datascience
[30] machinelearning
[27] mediaresearchinstitute
[27] twitterresearchproject
[27] gephi
[27] nodexl
[27] rstats
[27] openscience
[20] socialnetworkanalysis
[20] ai

Top Hashtags in Tweet in G7:
[3] socialmediaanalysis
[3] nodexl
[3] hatespeech

Top Hashtags in Tweet in G8:
[4] inktober
[4] inktober2021
[3] selenium
[3] scrapingtwitter
[3] prodomosua
[3] disegni
[3] sna
[3] nodexl
[3] gephi
[1] inktober2021day3

Top Words
Top Words in Tweet in Entire Graph:
[180] #nodexl
[145] nodexl
[104] social
[86] school
[80] winter
[80] 2022
[64] #phdchat
[52] michaelbathurst
[50] event
[49] influencers

Top Words in Tweet in G1:
[30] #nodexl
[26] nodexl
[22] albertoemachado
[22] #smsociety
[20] hashtags
[19] docassar
[15] #socialmedia
[13] #future
[13] eventsinfluenc1
[11] socmediaconf

Top Words in Tweet in G2:
[29] nodexl
[14] #nodexl
[12] congrats
[11] influencers
[10] michaelbathurst
[9] 10
[9] #twitter
[9] #socialmedia
[9] betamoroney
[8] sir

Top Words in Tweet in G3:
[101] social
[86] school
[80] #nodexl
[80] winter
[80] 2022
[66] nodexl
[64] #phdchat
[47] #sociology
[46] summer
[43] pro

Top Words in Tweet in G4:
[30] michaelbathurst
[30] influencers
[18] #nodexl
[15] gp_pulipaka
[15] tecinterviewhlp
[15] eli_krumova
[15] analytics_699
[15] paula_piccard
[15] udemy_coupons1
[15] ingliguori

Top Words in Tweet in G5:
[9] nodexl
[6] michaelbathurst
[5] #nodexl
[5] 10
[4] #influencers
[4] albertoemachado
[4] mihkal
[4] chidambara09
[4] salhaj
[4] hashtagmarketi7

Top Words in Tweet in G6:
[32] #datascience
[30] #machinelearning
[27] #mediaresearchinstitute
[27] #twitterresearchproject
[27] #gephi
[27] #nodexl
[27] #rstats
[27] #openscience
[20] #socialnetworkanalysis
[20] #ai

Top Words in Tweet in G7:
[3] social
[3] media
[3] analysis
[3] 250
[3] 000
[3] tweets
[3] hate
[3] network
[3] surrounding
[3] lokman

Top Words in Tweet in G8:
[4] #inktober
[4] #inktober2021
[3] inktober2021
[3] hashtags
[3] related
[3] #selenium
[3] #scrapingtwitter
[3] #prodomosua
[3] #disegni
[3] #sna

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[46] summer,school
[43] social,media
[40] based,successful
[40] successful,social
[40] media,research
[40] research,summer
[40] school,running
[40] running,winter
[40] winter,edition
[40] edition,2022

Top Word Pairs in Tweet in G1:
[11] #smsociety,nodexl
[11] nodexl,socmediaconf
[11] socmediaconf,docassar
[11] docassar,smlabto
[11] smlabto,phmai
[11] phmai,kwelle
[11] kwelle,albertoemachado
[11] gruzd,mpweirdopodcast
[11] mpweirdopodcast,hashtags
[11] hashtags,#smsociety

Top Word Pairs in Tweet in G2:
[8] 10,influencers
[6] #twitter,#socialmedia
[5] nodexl,#nodexl
[4] thx,nodexl
[4] albertoemachado,mihkal
[4] mihkal,nodexl
[4] michaelbathurst,salhaj
[4] salhaj,hashtagmarketi7
[4] hashtagmarketi7,enricomolinari
[4] enricomolinari,martinhoyes

Top Word Pairs in Tweet in G3:
[46] summer,school
[40] based,successful
[40] successful,social
[40] social,media
[40] media,research
[40] research,summer
[40] school,running
[40] running,winter
[40] winter,edition
[40] edition,2022

Top Word Pairs in Tweet in G4:
[15] michaelbathurst,gp_pulipaka
[15] gp_pulipaka,tecinterviewhlp
[15] tecinterviewhlp,eli_krumova
[15] eli_krumova,analytics_699
[15] analytics_699,paula_piccard
[15] paula_piccard,udemy_coupons1
[15] udemy_coupons1,ingliguori
[15] ingliguori,developerbot_v1
[15] developerbot_v1,thekrsakshi
[15] thekrsakshi,10

Top Word Pairs in Tweet in G5:
[4] #influencers,#nodexl
[4] #nodexl,nodexl
[4] nodexl,albertoemachado
[4] albertoemachado,mihkal
[4] mihkal,nodexl
[4] nodexl,chidambara09
[4] chidambara09,michaelbathurst
[4] michaelbathurst,salhaj
[4] salhaj,hashtagmarketi7
[4] hashtagmarketi7,enricomolinari

Top Word Pairs in Tweet in G6:
[27] #mediaresearchinstitute,#twitterresearchproject
[27] #gephi,#nodexl
[27] #nodexl,#rstats
[27] #datascience,#openscience
[22] #rstats,#machinelearning
[20] #twitterresearchproject,#socialnetworkanalysis
[16] #machinelearning,#datascience
[12] tweets,weeks
[12] #openscience,#dataviz
[10] #ai,#artificalintelligence

Top Word Pairs in Tweet in G7:
[3] social,media
[3] media,analysis
[3] analysis,250
[3] 250,000
[3] 000,tweets
[3] tweets,hate
[3] hate,network
[3] network,surrounding
[3] surrounding,lokman
[3] lokman,slim

Top Word Pairs in Tweet in G8:
[3] hashtags,related
[3] related,#inktober
[3] #inktober,#inktober2021
[3] #selenium,#scrapingtwitter
[3] #scrapingtwitter,#prodomosua
[3] #prodomosua,#disegni
[3] #disegni,#sna
[3] #sna,#nodexl
[3] #nodexl,#gephi
[2] inktober2021,vessel

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@docassar
@eli_krumova
@albertoemachado
@analytics_699
@gp_pulipaka
@tecinterviewhlp
@paula_piccard
@udemy_coupons1
@ingliguori

Top Mentioned in G1:
@docassar
@albertoemachado
@eventsinfluenc1
@socmediaconf
@smlabto
@phmai
@kwelle
@elcoaching
@gruzd
@mpweirdopodcast

Top Mentioned in G2:
@nodexl
@eli_krumova
@analytics_699
@mihkal
@michaelbathurst
@salhaj
@hashtagmarketi7
@enricomolinari
@martinhoyes
@gp_pulipaka

Top Mentioned in G3:
@nodexl
@smr_foundation
@ballislife
@mr_smith_econ
@docassar
@albertoemachado
@thatkevinsmith
@marc_smith
@marcbernardin
@nebraskasower

Top Mentioned in G4:
@gp_pulipaka
@tecinterviewhlp
@eli_krumova
@analytics_699
@paula_piccard
@udemy_coupons1
@ingliguori
@developerbot_v1
@thekrsakshi
@nodexl

Top Mentioned in G5:
@nodexl
@albertoemachado
@mihkal
@chidambara09
@michaelbathurst
@salhaj
@hashtagmarketi7
@enricomolinari
@martinhoyes
@docassar

Top Mentioned in G7:
@sk_eyes

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@chidambara09
@ipythonistabot
@morolswediu
@jfsebastian146
@andrewmorrisuk
@coderretweet
@nicochan33
@jacobussystems
@fluttbot

Top Tweeters in G1:
@marshawright
@jfsebastian146
@allesundnix_
@socialmedia2day
@ballislife
@iosu_blanco
@anthonyrochand
@mpweirdopodcast
@avrohomg
@devmy_fr

Top Tweeters in G2:
@chidambara09
@nicochan33
@jacobussystems
@forbes
@spirosmargaris
@iottogether
@ralexjimenez
@mvollmer1
@ronald_vanloon
@nigelwalsh

Top Tweeters in G3:
@whysharksmatter
@mrbolton_sql
@b0tsci
@metoscm
@rhappe
@erich13
@digtalhumanatee
@botlabhd
@bourdieubot
@marc_smith

Top Tweeters in G4:
@ipythonistabot
@morolswediu
@coderretweet
@fluttbot
@azuerbot
@pythonexpertbot
@aprogrammerbot
@botfemale
@developerbot_v1
@rec0nus

Top Tweeters in G5:
@salhaj
@michaelbathurst
@enricomolinari
@anabelanogs
@martinhoyes
@mihkal
@gatajefaza
@transvisionmad1

Top Tweeters in G6:
@andrewmorrisuk
@manifattura40
@abhibisht89
@openscitalk
@elizabot9
@allhoff_joachim

Top Tweeters in G7:
@zaven_k
@sk_eyes
@ralphbaydoun
@nasrimessarra

Top Tweeters in G8:
@fromalias


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