gephi, Twitter, 2/17/2021 2:08:13 PM, 248964


FAQ | Problem?

gephi_2021-02-16_17-25-09.xlsx
gephi_2021-02-16_17-25-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 17, 2021
Short Description:
gephi via NodeXL https://bit.ly/2NCBGXj
@gephi
@beeeeeers
@strategy_gal
@estrellagualda
@sorishapragyan
@allhoff_joachim
@bulletproofbry
@salhaj
@maxmunnecke
@vivianfrancos

Top hashtags:
#gephi
#socialnetworkanalysis
#twitterresearchproject
#sna

Description:
Description
The graph represents a network of 343 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 Wednesday, 17 February 2021 at 01:25 UTC.

The requested start date was Tuesday, 16 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 13-day, 20-hour, 22-minute period from Tuesday, 02 February 2021 at 03:28 UTC to Monday, 15 February 2021 at 23:50 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 : 343
Unique Edges : 323
Edges With Duplicates : 423
Total Edges : 746
Number of Edge Types : 5
Mentions : 275
Replies to : 68
Tweet : 60
Retweet : 117
MentionsInRetweet : 226
Self-Loops : 60
Reciprocated Vertex Pair Ratio : 0.0514018691588785
Reciprocated Edge Ratio : 0.0977777777777778
Connected Components : 76
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 148
Maximum Edges in a Connected Component : 508
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.258919
Graph Density : 0.00383612091453123
Modularity : 0.509152
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 343 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 Wednesday, 17 February 2021 at 01:25 UTC.

The requested start date was Tuesday, 16 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 13-day, 20-hour, 22-minute period from Tuesday, 02 February 2021 at 03:28 UTC to Monday, 15 February 2021 at 23:50 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
[5] https://medium.com/dataseries/telegram-network-visualization-tracing-forwards-and-mentions-f75746712fcf
[5] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[4] https://twitter.com/SilGFerreyra/status/1361352213193498630
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247362
[4] https://gephi.org/
[3] https://gephi.org
[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:
[5] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247362
[2] https://fotografie2014.wordpress.com
[1] https://twitter.com/TDataScience/status/1360866875190689793
[1] https://twitter.com/drewazachary/status/1357083509714780163

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://gephi.org/users/
[1] https://benjaminstrick.com/how-i-scrape-and-analyse-twitter-networks/
[1] https://github.com/juliend2/joplin-to-gephi

Top URLs in Tweet in G4:
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247443
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247362
[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-bGP_gsYEGIhkA8aeDS92bati3h_gv56IHE8F_mf8Lh3s5MgFy

Top URLs in Tweet in G5:
[1] https://www.researchgate.net/publication/332023058_From_Louvain_to_Leiden_guaranteeing_well-connected_communities
[1] https://bitquery.io/blog/visualize-coinpath-results-using-gephi?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://communalytic.com/tutorial-5-export-to-gephi/
[1] https://www.youtube.com/watch?v=yYd8nSQRpis&feature=youtu.be

[1] https://kateto.net/2014/04/facebook-data-collection-and-photo-network-visualization-with-gephi-and-r/
[1] https://twitter.com/beeeeeers/status/1358141547057848320
[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:
[4] https://twitter.com/SilGFerreyra/status/1361352213193498630

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[31] gephi
[23] socialnetworkanalysis
[22] twitterresearchproject
[18] sna
[18] mediaresearchinstitute
[16] nodexl
[16] machinelearning
[12] datascience
[11] rstats
[8] twitter



Top Hashtags in Tweet in G2:
[20] twitterresearchproject
[20] socialnetworkanalysis
[18] mediaresearchinstitute
[12] nodexl
[12] gephi
[12] sna
[11] machinelearning
[7] rstats
[6] datascience
[5] trumplastdays

Top Hashtags in Tweet in G3:
[4] twitter
[4] dataviz
[2] eleccionescatalanas
[2] datascience
[2] bitcoin
[1] socialnetworkanalysis
[1] dataart
[1] datascraping
[1] datavisualization
[1] digitalmarketing2021

Top Hashtags in Tweet in G4:
[4] nodexl
[4] socialmedia
[4] bigdata
[3] powerbi
[3] ai
[3] iot
[3] iiot
[2] twitterresearchproject
[2] socialnetworkanalysis
[2] gephi

Top Hashtags in Tweet in G5:
[2] gephi
[2] twitter
[2] datavisualization
[1] blockchain
[1] crypto
[1] bitcoin
[1] analytics
[1] data
[1] api
[1] sna

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

Top Hashtags in Tweet in G8:
[3] standwithtigray

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

Top Words
Top Words in Tweet in Entire Graph:
[195] gephi
[61] nodes
[55] network
[51] nodexl
[38] beeeeeers
[36] more
[32] mspowerbi
[31] data
[31] #gephi
[30] users

Top Words in Tweet in G1:
[50] nodes
[28] beeeeeers
[26] more
[25] accounts
[25] according
[24] drawn
[24] closer
[24] together
[24] relatively
[24] users

Top Words in Tweet in G2:
[20] #twitterresearchproject
[20] #socialnetworkanalysis
[19] allhoff_joachim
[18] #mediaresearchinstitute
[12] #nodexl
[12] #gephi
[12] #sna
[11] #machinelearning
[9] gephi
[8] geolocation

Top Words in Tweet in G3:
[15] gephi
[5] data
[4] made
[4] #twitter
[4] #dataviz
[4] visualisation
[3] around
[3] twitter
[3] download
[3] visualize

Top Words in Tweet in G4:
[47] nodexl
[32] mspowerbi
[31] gephi
[20] salhaj
[20] socioviznet
[20] mihkal
[17] vivianfrancos
[9] michaelbathurst
[9] smr_foundation
[5] fmfrancoise

Top Words in Tweet in G5:
[20] gephi
[4] network
[3] using
[3] visualize
[3] work
[2] analysis
[2] ãƒ
[2] twitter
[2] data
[2] related

Top Words in Tweet in G6:
[6] gephi
[4] redes
[4] estrellagualda
[4] análisis
[3] buen
[3] ejercicio
[3] silgferreyra
[3] #rstats
[3] #gephi
[2] podría

Top Words in Tweet in G7:
[4] realdonaldtrump
[4] uwcip
[4] gephi
[3] katestarbird
[2] nomad_lennon
[2] python
[2] process
[2] data
[2] believe
[2] generate

Top Words in Tweet in G8:
[12] gephi
[8] cyberalexi
[8] data
[8] first
[6] allowed
[6] let's
[6] look
[6] tool
[6] used
[6] build

Top Words in Tweet in G9:
[6] gephi
[3] carto
[3] mots
[3] clés
[3] ce
[3] sont
[3] hashtags
[3] streaming
[3] l'api
[3] c'est

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:
[26] nodes,drawn
[26] drawn,closer
[26] closer,together
[26] together,relatively
[26] relatively,more
[26] more,users
[26] users,retweet
[26] retweet,both
[26] both,accounts
[26] accounts,nodes

Top Word Pairs in Tweet in G1:
[24] nodes,drawn
[24] drawn,closer
[24] closer,together
[24] together,relatively
[24] relatively,more
[24] more,users
[24] users,retweet
[24] retweet,both
[24] both,accounts
[24] accounts,nodes

Top Word Pairs in Tweet in G2:
[17] #twitterresearchproject,#mediaresearchinstitute
[17] #mediaresearchinstitute,#socialnetworkanalysis
[15] allhoff_joachim,#twitterresearchproject
[12] #nodexl,#gephi
[6] geolocation,sentiment
[6] #socialnetworkanalysis,#machinelearning
[6] #socialnetworkanalysis,#sna
[6] #sna,#nodexl
[6] #gephi,#sna
[5] #socialnetworkanalysis,#trumplastdays

Top Word Pairs in Tweet in G3:
[2] analizando,hashtags
[2] hashtags,#eleccionescatalanas
[2] #eleccionescatalanas,podemos
[2] podemos,observar
[2] observar,conversaciones
[2] conversaciones,sociales
[2] sociales,diferentes
[2] download,visualize
[2] visualize,#twitter
[2] #twitter,network

Top Word Pairs in Tweet in G4:
[17] gephi,nodexl
[17] vivianfrancos,mihkal
[16] nodexl,socioviznet
[16] socioviznet,mspowerbi
[16] mspowerbi,nodexl
[16] mspowerbi,vivianfrancos
[15] nodexl,mspowerbi
[13] mihkal,salhaj
[9] nodexl,gephi
[7] michaelbathurst,gephi

Top Word Pairs in Tweet in G5:
[2] animate,dynamic
[2] dynamic,graphs
[2] graphs,gephi

Top Word Pairs in Tweet in G6:
[3] análisis,redes
[3] buen,ejercicio
[3] ejercicio,silgferreyra
[3] silgferreyra,#rstats
[3] #rstats,#gephi
[3] #gephi,estrellagualda
[2] cosas,interesante
[2] interesante,análisis
[2] redes,sociales
[2] sociales,#sna

Top Word Pairs in Tweet in G7:
[4] realdonaldtrump,uwcip
[2] nomad_lennon,realdonaldtrump
[2] uwcip,python
[2] python,process
[2] process,data
[2] data,gephi
[2] gephi,believe
[2] believe,generate
[2] generate,visual
[2] visual,layout

Top Word Pairs in Tweet in G8:
[6] first,let's
[6] let's,look
[6] look,gephi
[6] gephi,tool
[6] tool,used
[6] used,build
[6] build,network
[6] network,active
[6] active,participants
[6] participants,organised

Top Word Pairs in Tweet in G9:
[3] mots,clés
[2] f_to_k,fs0c131y
[2] photo,carto
[2] carto,jour
[2] jour,cours
[2] cours,générée
[2] générée,streaming
[2] streaming,l'api
[2] l'api,gephi
[2] gephi,mots

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:
@cryptocloaks
@beeeeeers
@bennd77
@gephi
@salhaj
@jnkka
@mihkal
@jasonbaumgartne
@__osint__
@madamecurves

Top Replied-To in G1:
@beeeeeers
@calimel5

Top Replied-To in G2:
@salhaj
@bulletproofbry

Top Replied-To in G3:
@gephi
@medieval_gus

Top Replied-To in G4:
@jnkka
@mihkal
@vmorkevicius
@docassar
@michaelbathurst

Top Replied-To in G6:
@ezequieltaranco

Top Replied-To in G7:
@nomad_lennon
@patbryantx2
@katestarbird

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

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

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@beeeeeers
@allhoff_joachim
@salhaj
@vivianfrancos
@mihkal
@mspowerbi
@nodexl
@mynodebtc
@getumbrel

Top Mentioned in G1:
@beeeeeers
@gephi
@flowingdata

Top Mentioned in G2:
@allhoff_joachim
@gephi
@beeeeeers
@bulletproofbry
@blocingenieria
@sorishapragyan
@datos_extremos
@jimsanger
@ashmrichter
@zaknafeindc

Top Mentioned in G3:
@gephi
@latokens
@cryptopepe
@beeeeeers
@bernardamus
@socialelephants
@stevehedden
@kirellbenzi
@nataniel_bahs
@giveaway_contst

Top Mentioned in G4:
@vivianfrancos
@mihkal
@salhaj
@mspowerbi
@gephi
@nodexl
@smr_foundation
@michaelbathurst
@fmfrancoise
@allhoff_joachim

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

Top Mentioned in G7:
@realdonaldtrump
@uwcip
@katestarbird
@nomad_lennon
@beeeeeers
@thevandelay

Top Mentioned in G8:
@cyberalexi

Top Mentioned in G9:
@f_to_k
@fs0c131y
@chatonvert38
@madamecurves

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

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@paulstewartii
@jhamby
@suekhi
@sie_kensou77
@c_coolidge
@lawgirl318
@ssxman2
@real_stephanie
@rangel_lucia

Top Tweeters in G1:
@paulstewartii
@jhamby
@suekhi
@sie_kensou77
@c_coolidge
@lawgirl318
@real_stephanie
@sonokocentral
@prpeep
@arbara0728b

Top Tweeters in G2:
@ipythonistabot
@nvsdata
@2kdei
@rstats4ds
@zaknafeindc
@strategy_gal
@openscitalk
@tcrossmd
@genevievechase
@ashmrichter

Top Tweeters in G3:
@pyscalellc
@bernardamus
@iservia
@ayewaken
@djwrisley
@umblaetterer
@mlsetiawan92
@giveaway_contst
@bendobrown
@nataniel_bahs

Top Tweeters in G4:
@chidambara09
@ssxman2
@fmfrancoise
@michaelbathurst
@salhaj
@vivianfrancos
@fmf
@godfrey_g_
@albertoemachado
@mspowerbi

Top Tweeters in G5:
@kafkamono
@webanalyste
@mrejfox
@null_usernames
@rokiroki_riko
@histoire_et_art
@drmattcrowson
@petitpixel29
@asfandyarmir
@iainemsley

Top Tweeters in G6:
@rstatstweet
@rstats_tweets
@ezequieltaranco
@sergiodwy
@lista_redes
@estrellagualda
@kylombo1
@asenjodominguez
@silgferreyra
@agusnieto77

Top Tweeters in G7:
@realdonaldtrump
@sorishapragyan
@katestarbird
@nomad_lennon
@thevandelay
@marichal
@patbryantx2
@greeneyeskit
@uwcip

Top Tweeters in G8:
@ethiopia_abebe
@dave_fikre
@demberuselam
@gmshire16
@cyberalexi
@b_juntaway
@outhink2
@daniel76321

Top Tweeters in G9:
@madamecurves
@madamekyok
@f_to_k
@chatonvert38
@fs0c131y
@__osint__
@neoplatonis

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


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.