gephi, Twitter, 2/23/2021 1:35:09 AM, 249402


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gephi_2021-02-22_17-25-08.xlsx
gephi_2021-02-22_17-25-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 23, 2021
Short Description:
gephi via NodeXL https://bit.ly/2Min8Ms
@gephi
@bendobrown
@estrellagualda
@bernardamus
@allhoff_joachim
@beeeeeers
@salhaj
@lenverl
@vivianfrancos
@silgferreyra

Top hashtags:
#gephi
#socialnetworkanalysis
#twitterresearchproject
#nodexl
#rstats
#sna

Description:
Description
The graph represents a network of 362 Twitter users whose tweets in the requested range contained "gephi", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 23 February 2021 at 01:25 UTC.

The requested start date was Tuesday, 23 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 16-hour, 50-minute period from Tuesday, 09 February 2021 at 08:15 UTC to Monday, 22 February 2021 at 01:06 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 : 362
Unique Edges : 294
Edges With Duplicates : 642
Total Edges : 936
Number of Edge Types : 5
Mentions : 337
Tweet : 42
Retweet : 164
MentionsInRetweet : 316
Replies to : 77
Self-Loops : 42
Reciprocated Vertex Pair Ratio : 0.0681818181818182
Reciprocated Edge Ratio : 0.127659574468085
Connected Components : 63
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 193
Maximum Edges in a Connected Component : 739
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.19328
Graph Density : 0.00395616840880917
Modularity : 0.454261
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 362 Twitter users whose tweets in the requested range contained "gephi", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 23 February 2021 at 01:25 UTC.

The requested start date was Tuesday, 23 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 16-hour, 50-minute period from Tuesday, 09 February 2021 at 08:15 UTC to Monday, 22 February 2021 at 01:06 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 : GraphServerTwitterSearch
Graph Term : gephi
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:
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247443
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248844
[5] https://twitter.com/SilGFerreyra/status/1361352213193498630
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248964
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247362
[4] https://gephi.org/
[4] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[2] https://twitter.com/Blackamazon/status/1361392069483388929
[2] https://towardsdatascience.com/how-to-download-and-visualize-your-twitter-network-f009dbbf107b
[2] https://moviegalaxies.com/

Top URLs in Tweet in G2:
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247443
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248844
[4] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247362
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248964
[1] https://fotografie2014.wordpress.com
[1] https://mediaresearchinstitute.wordpress.com/forschung-einbicke/
[1] https://app.powerbi.com/view?r=eyJrIjoiNTY1YzEzZTYtYTkzNC00NmU3LThmYjctODVkODU2NzAzNmY0IiwidCI6IjI5ZDRjMTFjLTA1N2MtNDg3Zi04ZmRhLWU4NmQ1OTkzOWU2NCIsImMiOjZ9
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D8lDndBPEDj4%26ab_channel%3DNodeXL&q=EgS4SO-bGISz0YEGIhkA8aeDSyJ0y6IufpvxXFv6pjocCekzDV3eMgFy

Top URLs in Tweet in G3:
[2] https://towardsdatascience.com/how-to-download-and-visualize-your-twitter-network-f009dbbf107b
[2] https://moviegalaxies.com/
[2] https://www.dracor.org/
[1] https://twitter.com/michaelwhite1/status/1362361433342832640
[1] https://cartorezo.wordpress.com/2021/02/18/un-succes-limite-sur-facebook-et-twitter-pour-la-nouvelle-formule-du-cash-investigation-consacre-aux-banques/
[1] https://gephi.org/users/

Top URLs in Tweet in G4:
[1] https://towardsdatascience.com/animate-dynamic-graphs-with-gephi-d6bd9faf5aec?utm_source=dlvr.it&utm_medium=twitter
[1] https://towardsdatascience.com/animate-dynamic-graphs-with-gephi-d6bd9faf5aec?utm_source=twitter&utm_medium=social&utm_campaign=dlvr_it
[1] https://twitter.com/arh2025/status/1360233315970727937

Top URLs in Tweet in G6:
[5] https://twitter.com/SilGFerreyra/status/1361352213193498630

Top URLs in Tweet in G7:
[1] http://hdlab.stanford.edu/palladio/
[1] https://testfixsphinx.readthedocs.io/en/latest/reference/generated/networkx.algorithms.reciprocity.reciprocity.html#networkx.algorithms.reciprocity.reciprocity
[1] https://github.com/gephi/gephi/releases/tag/v0.9.2

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[31] gephi
[25] socialnetworkanalysis
[24] twitterresearchproject
[14] nodexl
[12] rstats
[11] sna
[10] mediaresearchinstitute
[9] datascience
[7] twitter
[6] lgbtq



Top Hashtags in Tweet in G1:
[4] tmchataobanglabachao
[1] krishoksurokhaabhijan

Top Hashtags in Tweet in G2:
[24] twitterresearchproject
[24] socialnetworkanalysis
[17] gephi
[14] nodexl
[10] mediaresearchinstitute
[8] rstats
[8] sna
[6] lgbtq
[6] datascience
[5] trumplastdays

Top Hashtags in Tweet in G3:
[4] dataviz
[4] twitter
[2] datascience
[2] bitcoin
[1] networkscience
[1] debtcrisis
[1] cashinvestigation
[1] socialnetworkanalysis
[1] dataart
[1] datascraping

Top Hashtags in Tweet in G4:
[1] python
[1] datavisualization
[1] twitter
[1] socialmedia
[1] vcea
[1] leytrans

Top Hashtags in Tweet in G5:
[2] eleccionescatalanas

Top Hashtags in Tweet in G6:
[4] rstats
[4] gephi
[2] sna
[2] ars
[1] visualization

Top Hashtags in Tweet in G9:
[1] tpmp
[1] thais
[1] dissolutiongi

Top Words
Top Words in Tweet in Entire Graph:
[210] gephi
[114] network
[78] let's
[75] bendobrown
[74] look
[74] visualise
[73] campaign
[72] goal
[72] boost
[72] bjp

Top Words in Tweet in G1:
[77] network
[76] let's
[74] bendobrown
[72] goal
[72] campaign
[72] boost
[72] bjp
[72] profiles
[72] look
[72] center

Top Words in Tweet in G2:
[67] gephi
[65] nodexl
[45] salhaj
[34] allhoff_joachim
[32] mspowerbi
[25] beeeeeers
[24] #twitterresearchproject
[24] #socialnetworkanalysis
[23] vivianfrancos
[20] sorishapragyan

Top Words in Tweet in G3:
[15] gephi
[5] twitter
[5] pulsarplatform
[4] analysis
[4] network
[4] overdue
[4] invoices
[4] succès
[4] limité
[4] facebook

Top Words in Tweet in G4:
[20] gephi
[4] graph
[3] java
[3] see
[3] work
[3] yed
[3] gt
[3] plugin
[2] animate
[2] dynamic

Top Words in Tweet in G5:
[5] socialelephants
[5] gephi
[4] hashtags
[3] ciutadanscs
[3] juntsxcat
[3] ppcatalunya
[3] socialistes_cat
[3] encomu_podem
[3] cupnacional
[3] esquerra_erc

Top Words in Tweet in G6:
[5] estrellagualda
[4] redes
[4] gephi
[4] buen
[4] ejercicio
[4] silgferreyra
[4] #rstats
[4] #gephi
[3] agusnieto77
[2] sergiodwy

Top Words in Tweet in G7:
[9] gephi
[4] canadian_errant
[4] ve
[4] used
[3] work
[3] data
[3] electricarchaeo
[2] brianleechphd
[2] first
[2] email

Top Words in Tweet in G9:
[10] gephi
[5] carto
[5] sont
[5] hashtags
[5] ce
[4] données
[4] l'api
[4] c'est
[4] mots
[4] clés

Top Words in Tweet in G10:
[9] mynodebtc
[9] getumbrel
[9] gephi
[9] joinmastodon
[9] start9labs
[5] bennd77
[5] cryptocloaks
[3] posidon
[2] cagematch

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[74] let's,look
[72] goal,campaign
[72] campaign,boost
[72] boost,bjp
[72] bjp,profiles
[72] profiles,let's
[72] look,center
[72] center,network
[72] network,visualise
[71] bendobrown,goal

Top Word Pairs in Tweet in G1:
[72] goal,campaign
[72] campaign,boost
[72] boost,bjp
[72] bjp,profiles
[72] profiles,let's
[72] let's,look
[72] look,center
[72] center,network
[72] network,visualise
[71] bendobrown,goal

Top Word Pairs in Tweet in G2:
[30] gephi,nodexl
[27] nodexl,gephi
[20] gephi,beeeeeers
[17] vivianfrancos,mihkal
[16] salhaj,gephi
[16] nodexl,socioviznet
[16] socioviznet,mspowerbi
[16] mspowerbi,nodexl
[16] mspowerbi,vivianfrancos
[15] nodexl,mspowerbi

Top Word Pairs in Tweet in G3:
[4] overdue,invoices
[4] succès,limité
[4] limité,facebook
[4] facebook,twitter
[4] twitter,nouvelle
[4] nouvelle,formule
[4] formule,cash
[4] cash,investigation
[4] investigation,consacré
[4] consacré,aux

Top Word Pairs in Tweet in G4:
[2] animate,dynamic
[2] dynamic,graphs
[2] graphs,gephi

Top Word Pairs in Tweet in G5:
[4] socialelephants,gephi
[3] gephi,ciutadanscs
[3] ciutadanscs,juntsxcat
[3] juntsxcat,ppcatalunya
[3] ppcatalunya,socialistes_cat
[3] socialistes_cat,encomu_podem
[3] encomu_podem,cupnacional
[3] cupnacional,esquerra_erc
[3] esquerra_erc,pdemocratacat
[2] lenverl,socialelephants

Top Word Pairs in Tweet in G6:
[4] buen,ejercicio
[4] ejercicio,silgferreyra
[4] silgferreyra,#rstats
[4] #rstats,#gephi
[4] #gephi,estrellagualda
[3] agusnieto77,buen
[2] datos,rtweet
[2] cosas,interesante
[2] interesante,análisis
[2] análisis,redes

Top Word Pairs in Tweet in G7:
[2] crashes,machine

Top Word Pairs in Tweet in G9:
[4] mots,clés
[3] photo,carto
[3] carto,jour
[3] jour,cours
[3] cours,générée
[3] générée,streaming
[3] streaming,l'api
[3] l'api,gephi
[3] gephi,mots
[3] clés,sont

Top Word Pairs in Tweet in G10:
[9] mynodebtc,getumbrel
[9] getumbrel,gephi
[9] gephi,joinmastodon
[8] joinmastodon,start9labs
[5] bennd77,mynodebtc
[3] cryptocloaks,mynodebtc

Top Replied-To
Top Replied-To in Entire Graph:
@vvongkulluksn
@cryptocloaks
@canadian_errant
@salhaj
@combledejoie
@bennd77
@lenverl
@docassar
@electricarchaeo
@madamecurves

Top Replied-To in G2:
@salhaj
@docassar
@jnkka
@mihkal
@michaelbathurst
@vmorkevicius

Top Replied-To in G3:
@ddmlxr
@abc3d
@bendobrown
@medieval_gus
@gephi

Top Replied-To in G5:
@lenverl
@bernardamus

Top Replied-To in G6:
@renzoquero
@ezequieltaranco

Top Replied-To in G7:
@canadian_errant
@electricarchaeo
@brianleechphd
@alucchesi

Top Replied-To in G8:
@rafahzoldan

Top Replied-To in G9:
@combledejoie
@madamecurves
@__osint__

Top Replied-To in G10:
@cryptocloaks
@bennd77
@bitcoinq_a

Top Mentioned
Top Mentioned in Entire Graph:
@bendobrown
@gephi
@salhaj
@allhoff_joachim
@beeeeeers
@vivianfrancos
@sorishapragyan
@nodexl
@mihkal
@mspowerbi

Top Mentioned in G1:
@bendobrown
@gephi

Top Mentioned in G2:
@gephi
@salhaj
@allhoff_joachim
@beeeeeers
@vivianfrancos
@sorishapragyan
@nodexl
@mihkal
@mspowerbi
@strategy_gal

Top Mentioned in G3:
@gephi
@pulsarplatform
@g_sylvestre
@gamestop
@reddit
@latokens
@cryptopepe
@beeeeeers
@abc3d
@t_fleischman

Top Mentioned in G5:
@socialelephants
@gephi
@ciutadanscs
@juntsxcat
@ppcatalunya
@socialistes_cat
@encomu_podem
@cupnacional
@esquerra_erc
@pdemocratacat

Top Mentioned in G6:
@estrellagualda
@silgferreyra
@agusnieto77
@sergiodwy
@gephi
@kylombo1
@lista_redes

Top Mentioned in G7:
@canadian_errant
@jaheppler
@brianleechphd
@electricarchaeo

Top Mentioned in G8:
@nilmoretto
@drauziovarella
@oatila
@andretrig
@quebrandootabu
@thiagoavilabr

Top Mentioned in G9:
@f_to_k
@fs0c131y
@madamecurves

Top Mentioned in G10:
@mynodebtc
@getumbrel
@gephi
@joinmastodon
@start9labs
@bennd77
@cryptocloaks

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@breakinews
@rvp
@sie_kensou77
@c_coolidge
@ssxman2
@real_stephanie
@nimitzcvn68
@aniljothomas
@dilawartalkies

Top Tweeters in G1:
@breakinews
@rvp
@aniljothomas
@dilawartalkies
@indiasbigdebate
@facts_chek
@khalida53469445
@poppympf6666
@indosecular
@chimni_sapna

Top Tweeters in G2:
@chidambara09
@sie_kensou77
@c_coolidge
@ssxman2
@real_stephanie
@trendsinai
@fabriciosx
@arbara0728b
@fmfrancoise
@michaelbathurst

Top Tweeters in G3:
@reddit
@pyscalellc
@unlandais
@gamestop
@michaelwhite1
@abc3d
@ayewaken
@pulsarplatform
@ddmlxr
@movie_istic

Top Tweeters in G4:
@lexakru_3
@eiji_kawano
@kafkamono
@webanalyste
@mrejfox
@null_usernames
@talitabaena
@histoire_et_art
@infonobodyneeds
@drmattcrowson

Top Tweeters in G5:
@esquerra_erc
@socialistes_cat
@cupnacional
@ciutadanscs
@bernardamus
@ppcatalunya
@pdemocratacat
@juntsxcat
@iservia
@encomu_podem

Top Tweeters in G6:
@ricardo_ik_ahau
@rstatstweet
@rstats_tweets
@ezequieltaranco
@sergiodwy
@renzoquero
@lista_redes
@estrellagualda
@kylombo1
@asenjodominguez

Top Tweeters in G7:
@canadian_errant
@brianleechphd
@frueheneuzeit
@electricarchaeo
@alucchesi
@jaheppler
@martenduering
@garynobles

Top Tweeters in G8:
@nilmoretto
@oatila
@rafahzoldan
@andretrig
@quebrandootabu
@drauziovarella
@pedro_barciela
@thiagoavilabr

Top Tweeters in G9:
@madamecurves
@madamekyok
@f_to_k
@fs0c131y
@conconlouison
@combledejoie
@__osint__

Top Tweeters in G10:
@bennd77
@cryptocloaks
@bitcoinq_a
@getumbrel
@joinmastodon
@mynodebtc
@start9labs