gephi, Twitter, 12/27/2022 2:18:15 AM, 287061


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gephi_2022-12-26_18-15-00.xlsx
gephi_2022-12-26_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 27, 2022
Short Description:
gephi via NodeXL https://bit.ly/3I3tLMT
@gephi
@michaelbathurst
@verukita1
@shoutmgb
@a_khaitrine
@eudistag
@jacomyma
@chavalarias
@reutsmichael1
@mihkal

Top hashtags:
#mediaresearchinstitute
#gephi
#twitterresearchproject
#photography
#nodexl
#gephisto
#datascience

Description:
Description
The graph represents a network of 156 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, 27 December 2022 at 02:15 UTC.

The requested start date was Tuesday, 27 December 2022 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, 18-hour, 4-minute period from Tuesday, 13 December 2022 at 01:48 UTC to Sunday, 25 December 2022 at 19:53 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 : 156
Unique Edges : 137
Edges With Duplicates : 155
Total Edges : 292
Number of Edge Types : 5
Tweet : 38
Retweet : 52
MentionsInRetweet : 83
Replies to : 31
Mentions : 88
Self-Loops : 45
Reciprocated Vertex Pair Ratio : 0.0426829268292683
Reciprocated Edge Ratio : 0.0818713450292398
Connected Components : 41
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 56
Maximum Edges in a Connected Component : 187
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.617238
Graph Density : 0.00707196029776675
Modularity : 0.524081
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 156 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, 27 December 2022 at 02:15 UTC.

The requested start date was Tuesday, 27 December 2022 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, 18-hour, 4-minute period from Tuesday, 13 December 2022 at 01:48 UTC to Sunday, 25 December 2022 at 19:53 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:
[5] https://mediaresearchinstitute.wordpress.com
[4] https://gephi.org/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286656
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286170
[2] https://www.zotero.org/groups/historical_network_research/items/TAZ6L3C8
[2] https://www.latestdatabase.com/zh-CN/italy-email-database/
[1] https://twitter.com/congosto/status/1129314002704785408?t=pCo4HKeAszRh91AJ1Cl7Nw&s=19
[1] https://devallo.com/solution/how-to-filter-edges-by-attributes-in-gephi
[1] https://www.youtube.com/watch?v=j_PUwmDcPBs

[1] https://st659.webhosting.canterbury.ac.uk/socialmediawork/socmedhe22.zip

Top URLs in Tweet in G1:
[5] https://mediaresearchinstitute.wordpress.com
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286656
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286170
[1] https://mediaresearchinstitute.wordpress.com/
[1] https://medium.com/@vespinozag/what-is-gephi-meet-this-useful-network-analysis-tool-628a1b42428c
[1] https://medium.com/@vespinozag/gephisto-gephi-in-one-click-66915adea6f9
[1] https://medium.com/@vespinozag/position-ranking-for-gephi-563bb9deb0bf

Top URLs in Tweet in G2:
[1] https://github.com/gephi/gephi/issues/2546
[1] https://jacomyma.github.io/gephisto/
[1] https://www.linkedin.com/posts/laurent-helaine_r%C3%A9seaux-sociaux-peut-on-repr%C3%A9senter-une-activity-7009537370941181952-bIaS
[1] https://github.com/gephi/gephi.github.io/blob/master/datasets/diseasome.gexf.zip

Top URLs in Tweet in G4:
[2] https://www.latestdatabase.com/zh-CN/italy-email-database/
[1] https://twitter.com/OsintJobs/status/1599992087725891585
[1] https://www.fiverr.com/?utm_source=510368&utm_medium=cx_affiliate&utm_campaign=&afp=&cxd_token=510368_19902660&show_join=true
[1] https://twitter.com/AbdelrhmnHenedy/status/1600481071723728896?s=20&t=0DC36i0Qh988MGoOFtCIzw
[1] https://www.youtube.com/watch?v=j_PUwmDcPBs

[1] https://devallo.com/solution/how-to-filter-edges-by-attributes-in-gephi

Top URLs in Tweet in G5:
[1] https://twitter.com/congosto/status/1129314002704785408?t=pCo4HKeAszRh91AJ1Cl7Nw&s=19

Top URLs in Tweet in G6:
[1] http://toxicdata.chavalarias.org/videos.html
[1] https://iscpif.fr/chavalarias/?portfolio=foules-2022-2023

Top URLs in Tweet in G7:
[1] https://okt.to/ION5rB

Top URLs in Tweet in G8:
[1] https://twitter.com/GiordMarco96/status/1571464972244516865
[1] https://twitter.com/GiordMarco96/status/1573722324246863874

Top URLs in Tweet in G10:
[1] https://gephi.org/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[25] mediaresearchinstitute
[23] gephi
[16] twitterresearchproject
[14] photography
[14] nodexl
[14] gephisto
[12] datascience
[12] networkanalysis
[9] rstats
[7] youtuberesearchproject



Top Hashtags in Tweet in G1:
[25] mediaresearchinstitute
[16] twitterresearchproject
[15] gephi
[14] photography
[14] nodexl
[11] datascience
[9] rstats
[7] youtuberesearchproject
[6] machinelearning
[6] openscience

Top Hashtags in Tweet in G2:
[12] gephisto
[12] networkanalysis
[1] marketingdigital
[1] dataviz
[1] twitter

Top Hashtags in Tweet in G4:
[5] gephi
[2] 意大利邮件数据库
[2] graph
[1] dataentry
[1] datascience
[1] data
[1] dataanalytics
[1] jokikuliah
[1] jokitugaskuliah
[1] tars

Top Hashtags in Tweet in G7:
[1] visualization
[1] neo4j
[1] gephi

Top Words
Top Words in Tweet in Entire Graph:
[100] gephi
[25] #mediaresearchinstitute
[23] #gephi
[18] 2022
[18] allhoff_joachim
[17] tool
[16] #twitterresearchproject
[15] jacomyma
[15] tweets
[14] #gephisto

Top Words in Tweet in G1:
[25] #mediaresearchinstitute
[18] 2022
[18] allhoff_joachim
[17] gephi
[16] #twitterresearchproject
[15] tweets
[15] #gephi
[14] #nodexl
[14] #photography
[13] verukita1

Top Words in Tweet in G2:
[25] gephi
[13] click
[12] given
[12] released
[12] jacomyma
[12] #gephisto
[12] #networkanalysis
[12] fantastic
[12] didactic
[12] tool

Top Words in Tweet in G4:
[14] gephi
[5] #gephi
[3] از
[3] به
[2] ada
[2] حدا
[2] semrush
[2] با
[2] untuk
[2] 这款开源和免费软件可帮助您分析和可视化来自网站

Top Words in Tweet in G5:
[2] gephi

Top Words in Tweet in G6:
[4] gephi
[4] citedessciences
[3] rien
[3] verrez
[3] numérique
[3] foule
[3] expose
[3] réseaux
[3] sociaux
[3] a_khaitrine

Top Words in Tweet in G7:
[6] exploration
[6] gephi
[6] kinds
[6] source
[6] visualization
[6] graphs
[6] open
[6] meet
[6] free
[6] networks

Top Words in Tweet in G8:
[5] gephi
[2] nichepursuits
[2] ahmed_seo_
[2] tool
[2] links

Top Words in Tweet in G9:
[3] 15
[3] taller
[3] disfrutando
[3] será
[3] concejeropedro
[3] sociales
[3] segunda
[3] análisis
[3] redes
[3] jueves

Top Words in Tweet in G10:
[2] ça

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16] #mediaresearchinstitute,#twitterresearchproject
[16] allhoff_joachim,#mediaresearchinstitute
[13] click,gephi
[12] gephi,released
[12] #networkanalysis,given
[12] didactic,tool
[12] #gephisto,click
[12] tool,#networkanalysis
[12] fantastic,didactic
[12] released,jacomyma

Top Word Pairs in Tweet in G1:
[16] #mediaresearchinstitute,#twitterresearchproject
[16] allhoff_joachim,#mediaresearchinstitute
[11] #twitterresearchproject,digital
[11] #gephi,#nodexl
[11] landscape,tweets
[11] digital,landscape
[9] #nodexl,#rstats
[9] brief,story
[7] write,brief
[7] tweets,2022

Top Word Pairs in Tweet in G2:
[13] click,gephi
[12] tool,#networkanalysis
[12] gephi,released
[12] #networkanalysis,given
[12] fantastic,didactic
[12] jacomyma,fantastic
[12] #gephisto,click
[12] didactic,tool
[12] released,jacomyma
[11] umblaetterer,#gephisto

Top Word Pairs in Tweet in G4:
[2] حدا,عنده
[2] semrush,gephi
[2] عنده,خبرة
[2] انگ,سایبری
[2] #意大利邮件数据库,了解有关
[2] خبرة,ببرنامج
[2] 这款开源和免费软件可帮助您分析和可视化来自网站,网络核心元素以及最远程元素的数据
[2] مساعدة,#gephi
[2] 的更多信息,这款开源和免费软件可帮助您分析和可视化来自网站
[2] ببرنامج,gephi

Top Word Pairs in Tweet in G6:
[3] lien,foule
[3] beau,aujourd'hui
[3] réseaux,sociaux
[3] citedessciences,expose
[3] aujourd'hui,citedessciences
[3] numérique,réseaux
[3] plus,beau
[3] expose,lien
[3] verrez,rien
[3] foule,numérique

Top Word Pairs in Tweet in G7:
[6] free,open
[6] software,kinds
[6] visualization,exploration
[6] exploration,software
[6] source,visualization
[6] kinds,graphs
[6] open,source
[6] graphs,networks
[6] gephi,meet
[6] meet,free

Top Word Pairs in Tweet in G9:
[3] análisis,redes
[3] taller,análisis
[3] redes,sociales
[3] será,jueves
[3] segunda,será
[3] jueves,15
[3] disfrutando,taller
[3] sociales,concejeropedro
[3] concejeropedro,segunda
[2] umur_murcia,disfrutando

Top Replied-To
Top Replied-To in Entire Graph:
@pietromonticone
@barripdmx
@jbo
@ivan_de_la_vega
@sblanco
@lefilsdestgarp
@chris_olivera26
@sergioybrahim
@brrosenau
@collegemenfess

Top Replied-To in G2:
@pietromonticone
@barripdmx
@jbo
@eddyrobinson
@gephi
@nwlandry

Top Replied-To in G3:
@chris_olivera26

Top Replied-To in G5:
@ivan_de_la_vega
@sblanco

Top Replied-To in G6:
@jacomyma
@kamilm119

Top Replied-To in G8:
@alton_lex
@ahmed_seo_

Top Replied-To in G10:
@lefilsdestgarp

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@allhoff_joachim
@jacomyma
@verukita1
@umblaetterer
@mihkal
@uned_filologia
@informalinc
@neo4j
@citedessciences

Top Mentioned in G1:
@allhoff_joachim
@verukita1
@gephi
@mihkal
@uned_filologia
@informalinc
@michaelbathurst
@shoutmgb
@seinecle

Top Mentioned in G2:
@gephi
@jacomyma
@umblaetterer
@sommetsannecy

Top Mentioned in G3:
@cirogomezl
@chumeltorres
@ricardoalemanmx
@_vicenteserrano
@carlosloret
@epigmenioibarra
@julioastillero
@rivapa
@adela_micha
@v_trujillom

Top Mentioned in G5:
@st_esteveroures
@bellapalomo
@lauteruel
@nereidacea
@elenabcastilla
@disinformationr

Top Mentioned in G6:
@citedessciences
@a_khaitrine
@gephi
@romain_pigenel
@maziyarpanahi
@chavalarias

Top Mentioned in G7:
@neo4j

Top Mentioned in G8:
@nichepursuits
@justinurich
@ahmed_seo_
@uetroslav

Top Mentioned in G9:
@concejeropedro
@umur_murcia

Top Mentioned in G10:
@ze_armavi

Top Tweeters
Top Tweeters in Entire Graph:
@collegemenfess
@_redfrog
@ricardo_ik_ahau
@epigmenioibarra
@ricardoalemanmx
@julioastillero
@shoutmgb
@michaelbathurst
@beltrandelrio
@_vicenteserrano

Top Tweeters in G1:
@ricardo_ik_ahau
@shoutmgb
@michaelbathurst
@openscitalk
@isidroaguillo
@this0499154500
@seinecle
@mihkal
@mspowerbi
@trmurakami

Top Tweeters in G2:
@barripdmx
@icanogar
@stabihh
@jbo
@fidromanistik
@eddyrobinson
@desemboltura
@webisblog
@rsprugnoli
@umblaetterer

Top Tweeters in G3:
@epigmenioibarra
@ricardoalemanmx
@julioastillero
@beltrandelrio
@_vicenteserrano
@azucenau
@carlosloret
@adela_micha
@cirogomezl
@hdemauleon

Top Tweeters in G4:
@hnkn_89
@jairoh_gonzalez
@siavashun_
@dotch_gahyoun
@getpaid2023
@she_faaaa
@omarvite
@mimikur_
@sabbirh67205926
@a_m_k_d_87

Top Tweeters in G5:
@sblanco
@congosto
@lauteruel
@ivan_de_la_vega
@st_esteveroures
@bellapalomo
@elenabcastilla
@disinformationr
@nereidacea

Top Tweeters in G6:
@_redfrog
@romain_pigenel
@citedessciences
@maziyarpanahi
@chavalarias
@kamilm119
@a_khaitrine

Top Tweeters in G7:
@neo4j
@silelf
@nofiu
@lordgift01
@lyberato
@st3llasia

Top Tweeters in G8:
@giordmarco96
@nichepursuits
@alton_lex
@ahmed_seo_
@uetroslav
@justinurich

Top Tweeters in G9:
@concejeropedro
@r_hisp
@stat_research_
@umur_murcia

Top Tweeters in G10:
@cboy13
@ze_armavi
@lefilsdestgarp


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