gephi, Twitter, 9/1/2020 1:32:10 AM, 234061


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gephi_2020-08-31_18-28-51.xlsx
gephi_2020-08-31_18-28-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 01, 2020
Short Description:
gephi via NodeXL https://bit.ly/2EWlawY
@gephi
@chris_r_langley
@abcxyz_berlin
@affeu2
@docassar
@salhaj
@soware_software
@allhoff_joachim
@mihkal
@disinfog

Top hashtags:
#dataliteracy_oman
#gephi
#b2908
#codabr19
#twitterresearchproject
#seo

Description:
Description
The graph represents a network of 280 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, 01 September 2020 at 01:29 UTC.

The requested start date was Tuesday, 01 September 2020 at 00:01 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, 6-hour, 27-minute period from Tuesday, 18 August 2020 at 04:50 UTC to Monday, 31 August 2020 at 11:18 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 : 280
Unique Edges : 265
Edges With Duplicates : 447
Total Edges : 712
Number of Edge Types : 5
Replies to : 69
Retweet : 141
MentionsInRetweet : 235
Tweet : 60
Mentions : 207
Self-Loops : 61
Reciprocated Vertex Pair Ratio : 0.0614973262032086
Reciprocated Edge Ratio : 0.115869017632242
Connected Components : 57
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 120
Maximum Edges in a Connected Component : 368
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.442752
Graph Density : 0.00508192524321557
Modularity : 0.479831
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 280 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, 01 September 2020 at 01:29 UTC.

The requested start date was Tuesday, 01 September 2020 at 00:01 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, 6-hour, 27-minute period from Tuesday, 18 August 2020 at 04:50 UTC to Monday, 31 August 2020 at 11:18 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:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232843
[4] https://nebula-graph.io/posts/game-of-thrones-relationship-networkx-gephi-nebula-graph/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233439
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232352
[3] https://fotografie2014.wordpress.com/twitter/
[3] https://www.youtube.com/watch?v=DMOWhqp6lHQ&feature=youtu.be

[3] https://gephi.org/
[3] https://www.blogdumoderateur.com/outils-seo-recommandes-referenceurs/
[3] https://escoladedados.org/tutoriais/visualizando-redes-do-youtube-com-o-gephi/
[2] https://www.amazon.com/gp/product/012817756X/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=012817756X&linkCode=as2&tag=conneactio-20&linkId=ce3c6be40db41c56893f585885cd457f

Top URLs in Tweet in G1:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232843
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233439
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232352
[3] https://fotografie2014.wordpress.com/twitter/
[2] http://www.connectedaction.net/shop/
[1] https://twitter.com/SergioRodrerich/status/1299077896896733185
[1] https://github.com/gephi/gephi/wiki/GraphStreaming
[1] https://github.com/hjunker/TwitterSearch2Gephi
[1] https://twitter.com/JulianMaciasT/status/1278042506400272385
[1] https://twitter.com/docassar/status/1295614232835366912

Top URLs in Tweet in G2:
[2] https://www.google.com/sorry/index?continue=https://m.youtube.com/watch%3Fv%3D7NLNe3V403c%26t%3D2s&q=EgS4SO-bGN7HtvoFIhkA8aeDS80IIqTSj11pAUwfo1TgVWsyy7WTMgFy
[2] https://www.google.com/sorry/index?continue=https://m.youtube.com/watch%3Fv%3D7NLNe3V403c%26t%3D2s&q=EgS4SO-bGNzHtvoFIhkA8aeDS-diZVsNkltUFdUJf8P3-jXB4J4UMgFy
[1] https://www.google.com/sorry/index?continue=https://m.youtube.com/watch%3Fv%3D7NLNe3V403c%26t%3D2s&q=EgS4SO-bGNjHtvoFIhkA8aeDS0r_iKXAQ2lqJNVSsxkjnfg1yEmZMgFy
[1] https://www.google.com/imgres?imgurl=https://gephi.org/css/images/illustrations/home_screenshot.jpg&imgrefurl=https://gephi.org/&tbnid=Ck7Ri6OomRTgeM&vet=1&docid=GkG-wiVaAKCAeM&w=580&h=358&hl=en-US&source=sh/x/im
[1] https://gephi.org
[1] https://www.google.com/sorry/index?continue=https://m.youtube.com/watch%3Fv%3D7NLNe3V403c%26t%3D2s&q=EgS4SO-bGN3HtvoFIhkA8aeDSwx_Sd4KC06fPzK0GEW7Hlnq-X17MgFy

Top URLs in Tweet in G3:
[1] http://snv.abcxyz.de:5252/muhum.html
[1] https://twitter.com/affeu2/status/1299817446635905024

Top URLs in Tweet in G5:
[4] https://nebula-graph.io/posts/game-of-thrones-relationship-networkx-gephi-nebula-graph/
[2] https://www.blogdumoderateur.com/outils-seo-recommandes-referenceurs/
[1] https://t.co/9AyojOBVMz#Veille
[1] https://blog.bitquery.io/visualize-coinpath-results-using-gephi?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://dzone.com/articles/analyzing-relationships-in-game-of-thrones-with-ne
[1] https://twitter.com/ISSarchaeology/status/1293006713965092865
[1] https://twitter.com/TaylorLorenz/status/1297611732546777088
[1] https://storage.ey.md/Technology%20Related/PDFs%20and%20Books/Mastering%20Gephi%20Network%20Visualization%20-%20Ken%20Cherven.pdf

Top URLs in Tweet in G6:
[2] https://www.amazon.com/gp/product/012817756X/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=012817756X&linkCode=as2&tag=conneactio-20&linkId=ce3c6be40db41c56893f585885cd457f
[1] https://drive.google.com/file/d/1bfvzZ-Nuh194U4gcXToRM2nq_-W--NRZ/view?usp=sharing
[1] https://www.smrfoundation.org/nodexl/tutorials/

Top URLs in Tweet in G7:
[3] https://escoladedados.org/tutoriais/visualizando-redes-do-youtube-com-o-gephi/

Top URLs in Tweet in G8:
[1] https://www.blogdumoderateur.com/outils-seo-recommandes-referenceurs/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[41] dataliteracy_oman
[19] gephi
[12] b2908
[11] codabr19
[10] twitterresearchproject
[9] seo
[7] طلاب_البعثات_الداخليه_بلا_دخل٢
[6] fckq
[6] berlin
[6] nodexl



Top Hashtags in Tweet in G1:
[10] gephi
[10] twitterresearchproject
[6] nodexl
[5] datascience
[4] herramientas
[4] directv
[3] rstats
[3] illuminati
[3] computerinterfaces
[3] neuroscience

Top Hashtags in Tweet in G2:
[37] dataliteracy_oman
[7] طلاب_البعثات_الداخليه_بلا_دخل٢
[6] بيروت_في_قلوبنا
[6] شكرا_علي_الحبسي
[5] لا_للتمييز_في_المقاعد_الدراسيه
[4] ارتفاع_فواتير_الكهرباء
[4] وزارتنا_لابد_من_حل

Top Hashtags in Tweet in G3:
[12] b2908
[6] fckq
[6] berlin
[1] hashtag1
[1] hastag2
[1] etc
[1] gephi
[1] sigmajs
[1] bernadarmus
[1] snv

Top Hashtags in Tweet in G5:
[4] nebulagraph
[4] gameofthrones
[4] datasets
[4] relationships
[4] devlog
[4] developers
[4] devops
[2] seo
[1] dataliteracy_oman

Top Hashtags in Tweet in G6:
[1] siksitiede

Top Hashtags in Tweet in G7:
[9] codabr19
[1] gephi

Top Hashtags in Tweet in G8:
[7] seo

Top Hashtags in Tweet in G10:
[2] vizforsocialgood

Top Words
Top Words in Tweet in Entire Graph:
[266] gephi
[79] network
[79] data
[51] using
[45] 2020
[41] #dataliteracy_oman
[38] software
[37] open
[36] analysis
[36] source

Top Words in Tweet in G1:
[40] gephi
[13] nodexl
[10] docassar
[10] disinfog
[10] #gephi
[10] #twitterresearchproject
[10] twittersearch2gephi
[9] allhoff_joachim
[9] ifeanyidiaye
[9] julianmaciast

Top Words in Tweet in G2:
[107] gephi
[65] data
[57] network
[37] #dataliteracy_oman
[36] software
[36] 2020
[34] using
[34] aug
[31] networks
[31] larger

Top Words in Tweet in G3:
[18] die
[16] affeu2
[14] gephi
[13] datei
[12] anon
[12] datamining
[12] #b2908
[12] aufbereitet
[12] stellen
[12] gerne

Top Words in Tweet in G4:
[2] correspondence

Top Words in Tweet in G5:
[20] gephi
[6] one
[5] analyzing
[5] relationships
[5] game
[5] thrones
[5] networkx
[5] nebula
[5] graph
[5] part

Top Words in Tweet in G6:
[11] gephi
[9] nodexl
[7] tuomastumi
[7] heljafranssila
[7] koneensaatio
[7] mspowerbi
[4] markkutuomola
[4] mihkal
[3] riederb
[3] network

Top Words in Tweet in G7:
[10] grafos
[9] #codabr19
[9] trifenol
[9] seekpedro
[9] fizeram
[9] workshop
[9] usar
[9] entender
[9] interações
[9] usuários

Top Words in Tweet in G8:
[7] 12
[7] outils
[7] #seo
[7] 2020
[7] c'est
[7] blogmoderateur
[7] classiques
[7] screamingfrog
[7] semrush_fr
[7] mais

Top Words in Tweet in G9:
[5] gephi
[2] fácil
[2] datos
[2] cariasann
[2] gallegomauricio
[2] infopresidencia
[2] lilimariagomez

Top Words in Tweet in G10:
[9] gephi
[8] vizfsg
[8] awb_usf
[8] tableau
[6] dbfmurray
[3] vanithalucas
[3] present
[3] darragh
[2] completely
[2] missed

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[37] using,gephi
[36] open,source
[34] aug,2020
[32] network,data
[31] indicate,users
[26] alibalushiii,network
[26] 2020,larger
[26] larger,nodes
[26] nodes,indicate
[23] gephi,open

Top Word Pairs in Tweet in G1:
[10] gephi,nodexl
[10] nodexl,gephi
[7] twittersearch2gephi,feature
[7] feature,allows
[7] allows,send
[7] send,findings
[7] findings,live
[7] live,gephi's
[7] gephi's,web
[7] web,interface

Top Word Pairs in Tweet in G2:
[34] aug,2020
[32] network,data
[32] using,gephi
[31] indicate,users
[29] open,source
[26] alibalushiii,network
[26] 2020,larger
[26] larger,nodes
[26] nodes,indicate
[23] gephi,open

Top Word Pairs in Tweet in G3:
[13] gephi,datei
[12] anon,datamining
[12] datamining,#b2908
[12] #b2908,aufbereitet
[12] aufbereitet,stellen
[12] stellen,die
[12] die,gephi
[12] datei,gerne
[12] gerne,anfrage
[12] anfrage,verfügung

Top Word Pairs in Tweet in G5:
[5] analyzing,relationships
[5] relationships,game
[5] game,thrones
[5] thrones,networkx
[5] networkx,gephi
[5] gephi,nebula
[5] nebula,graph
[5] graph,part
[5] part,one
[4] #nebulagraph,analyzing

Top Word Pairs in Tweet in G6:
[7] tuomastumi,heljafranssila
[7] heljafranssila,koneensaatio
[7] koneensaatio,nodexl
[7] nodexl,gephi
[6] gephi,mspowerbi
[4] markkutuomola,tuomastumi
[3] mihkal,tuomastumi
[2] riederb,pournarakis

Top Word Pairs in Tweet in G7:
[9] #codabr19,trifenol
[9] trifenol,seekpedro
[9] seekpedro,fizeram
[9] fizeram,workshop
[9] workshop,usar
[9] usar,grafos
[9] grafos,entender
[9] entender,interações
[9] interações,usuários
[8] escoladedados,#codabr19

Top Word Pairs in Tweet in G8:
[7] 12,outils
[7] outils,#seo
[7] #seo,2020
[7] 2020,c'est
[7] c'est,blogmoderateur
[7] blogmoderateur,classiques
[7] classiques,screamingfrog
[7] screamingfrog,semrush_fr
[7] semrush_fr,mais
[7] mais,aussi

Top Word Pairs in Tweet in G9:
[2] cariasann,gallegomauricio
[2] gallegomauricio,infopresidencia
[2] infopresidencia,lilimariagomez

Top Word Pairs in Tweet in G10:
[7] tableau,gephi
[6] vizfsg,awb_usf
[6] awb_usf,tableau
[5] dbfmurray,vizfsg
[2] completely,missed
[2] missed,vizfsg
[2] vizfsg,deadline
[2] deadline,latest
[2] latest,#vizforsocialgood
[2] #vizforsocialgood,project

Top Replied-To
Top Replied-To in Entire Graph:
@dbfmurray
@markkutuomola
@gephi
@mihkal
@cariasann
@riederb
@die_honigwabe
@visakanv
@drjaydrno
@fredffery

Top Replied-To in G1:
@gephi
@ifeanyidiaye
@totetmatt
@researchacuox1
@dbfmurray
@barripdmx
@sarsarlm
@disinfog
@feriglesias

Top Replied-To in G4:
@emcandre

Top Replied-To in G6:
@markkutuomola
@mihkal
@riederb
@gephi
@causalinf

Top Replied-To in G9:
@cariasann
@marrrrgareth
@nn68543181
@javiermejiac

Top Replied-To in G10:
@dbfmurray
@fredffery
@anjushreebv

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@alibalushiii
@affeu2
@nodexl
@r_7bibo
@9ali51
@allhoff_joachim
@julianmaciast
@disinfog
@trifenol

Top Mentioned in G1:
@gephi
@allhoff_joachim
@julianmaciast
@disinfog
@docassar
@ifeanyidiaye
@salhaj
@humoluxe
@fortext_catma
@foucaultwelles

Top Mentioned in G2:
@alibalushiii
@r_7bibo
@9ali51
@khadi97_
@k_alabduwani
@adnan_albaloch
@nawara966
@manarhandasi
@btm__97

Top Mentioned in G3:
@affeu2
@gephi
@sigmajs
@belltower_news
@volksverpetzer
@amadeuantonio

Top Mentioned in G4:
@mappingscotsref
@lirazelf
@wikimediauk
@wiki_nlw
@honeybhighton
@melissaterras
@wikiwomeninred
@mlpoulter
@mrjohnc
@edcdcs

Top Mentioned in G6:
@gephi
@nodexl
@tuomastumi
@heljafranssila
@koneensaatio
@mspowerbi
@pournarakis
@riederb
@mihkal
@markkutuomola

Top Mentioned in G7:
@trifenol
@seekpedro
@escoladedados
@manuellacaputo

Top Mentioned in G8:
@blogmoderateur
@screamingfrog
@semrush_fr
@gephi
@eficiens
@coconsemantique

Top Mentioned in G9:
@gallegomauricio
@infopresidencia
@lilimariagomez
@danbusfer
@comexternado

Top Mentioned in G10:
@vizfsg
@awb_usf
@gephi
@tableau
@vanithalucas
@dbfmurray

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@mariacabadas
@ignaciovalle3
@fuckinmadhatter
@mariantop1
@rldi_lamy
@rstatstweet
@henrypster
@_nmrz_
@__redcat

Top Tweeters in G1:
@ignaciovalle3
@rstatstweet
@salhaj
@feriglesias
@bizcom
@barripdmx
@datasciencebot_
@vivianfrancos
@realdonaldtrump
@anvith64518557

Top Tweeters in G2:
@zooooz_96
@r_7bibo
@nsa__7
@btm__97
@abdualabri1996
@khadi97_
@adnan_albaloch
@h_a_w_r_a_a_
@nawara966
@tqu00

Top Tweeters in G3:
@__redcat
@bugspriet
@hambinition
@dokmz
@gnutiez
@stefanenke
@belltower_news
@kendemalamu
@volksverpetzer
@tamara60736075

Top Tweeters in G4:
@melissaterras
@lirazelf
@watty62
@wikiwomeninred
@wikimediauk
@emcandre
@mlpoulter
@restlesscurator
@honeybhighton
@paulinedata

Top Tweeters in G5:
@henrypster
@dzoneinc
@bfastier
@laroladelcaribe
@neilpbardhan
@jstpwalsh
@jidojidjid
@1dos3quartos
@corvusrobotica
@gregorvanerian

Top Tweeters in G6:
@causalinf
@tuomastumi
@markkutuomola
@mspowerbi
@mihkal
@koneensaatio
@connectedaction
@riederb
@heljafranssila
@pournarakis

Top Tweeters in G7:
@seekpedro
@trifenol
@brazoli
@marianapazva
@joao_pequi
@fvas
@escoladedados
@pedro_barciela
@manuellacaputo
@milgabis

Top Tweeters in G8:
@rldi_lamy
@blogmoderateur
@semrush_fr
@screamingfrog
@eficiens
@ecocircucollab
@coconsemantique
@aevakarine
@isavlds
@sarada_n

Top Tweeters in G9:
@infopresidencia
@danbusfer
@cariasann
@gallegomauricio
@lilimariagomez
@javiermejiac
@nn68543181
@marrrrgareth
@comexternado

Top Tweeters in G10:
@tableau
@dbfmurray
@shortenl
@datachloe
@fredffery
@awb_usf
@vizfsg
@nataliatamiteva
@vanithalucas


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