gephi, Twitter, 11/24/2020 1:08:16 PM, 242124


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gephi_2020-11-23_18-03-46.xlsx
gephi_2020-11-23_18-03-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 24, 2020
Short Description:
gephi via NodeXL https://bit.ly/2J4Uvkb
@gephi
@mihkal
@socialelephants
@richdron
@iservia
@adico11
@diegoromerosm
@loliveira_90
@alexsamtg
@seinecle

Top hashtags:
#gephi
#twitterresearchproject
#socialnetworkanalysis
#nodexl
#datascience
#colonisation

Description:
Description
The graph represents a network of 231 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, 24 November 2020 at 02:04 UTC.

The requested start date was Tuesday, 24 November 2020 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, 47-minute period from Tuesday, 10 November 2020 at 10:58 UTC to Monday, 23 November 2020 at 05:46 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 : 231
Unique Edges : 207
Edges With Duplicates : 125
Total Edges : 332
Number of Edge Types : 5
Tweet : 43
Mentions : 111
Retweet : 40
MentionsInRetweet : 69
Replies to : 69
Self-Loops : 44
Reciprocated Vertex Pair Ratio : 0.0555555555555556
Reciprocated Edge Ratio : 0.105263157894737
Connected Components : 62
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 70
Maximum Edges in a Connected Component : 135
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.719758
Graph Density : 0.00429136081309994
Modularity : 0.632975
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 231 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, 24 November 2020 at 02:04 UTC.

The requested start date was Tuesday, 24 November 2020 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, 47-minute period from Tuesday, 10 November 2020 at 10:58 UTC to Monday, 23 November 2020 at 05:46 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:
[8] https://fotografie2014.wordpress.com/twitter/
[5] https://seinecle.github.io/gephi-tutorials/
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.0day.rocks%2Ffrance-might-be-losing-its-first-big-information-war-2f3ab8b82fbb
[3] https://github.com/seinecle/gephi-tutorials/commits/master
[2] https://gephi.org/
[2] https://www.recursos3s.org/?product=_gephi
[2] https://twitter.com/__osint__/status/1325755010718654464
[1] https://journals.sagepub.com/doi/10.1177/1461444820971786?cookieSet=1
[1] https://twitter.com/giasison/status/1330136127731245056
[1] https://twitter.com/seinecle/status/1328001081142616064

Top URLs in Tweet in G1:
[2] https://www.recursos3s.org/?product=_gephi
[1] https://seinecle.github.io/gephi-tutorials/
[1] https://www.diegoromero.es/how-to-explore-twitter-with-no-code-tools/
[1] https://launchpad.net/~openjdk-security/+archive/ubuntu/ppa/+build/19165142

Top URLs in Tweet in G2:
[1] https://bykov404.blogspot.com/2020/11/gephi-092-linux-debian.html?spref=tw
[1] https://www.fil.phalanx-it.de/
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Flarge-graph-visualization-tools-and-approaches-2b8758a1cd59
[1] https://cinematecadebogota.gov.co/actividad/taller-herramientas-colaborativas
[1] https://twitter.com/seinecle/status/1328001081142616064
[1] https://twitter.com/giasison/status/1330136127731245056

Top URLs in Tweet in G4:
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.0day.rocks%2Ffrance-might-be-losing-its-first-big-information-war-2f3ab8b82fbb

Top URLs in Tweet in G5:
[1] https://drive.google.com/file/d/1i5xrqTm3_cbrohN3RN6Dq_ME7fFrIwho/view?usp=sharing

Top URLs in Tweet in G6:
[1] https://journals.sagepub.com/doi/10.1177/1461444820971786?cookieSet=1

Top URLs in Tweet in G7:
[4] https://seinecle.github.io/gephi-tutorials/

Top Domains
Top Domains in Tweet in Entire Graph:
[8] wordpress.com
[6] twitter.com
[5] medium.com
[5] github.io
[5] github.com
[3] gephi.org
[2] co.uk
[2] recursos3s.org
[1] sagepub.com
[1] gov.co

Top Domains in Tweet in G1:
[2] recursos3s.org
[1] github.io
[1] diegoromero.es
[1] launchpad.net

Top Domains in Tweet in G2:
[2] twitter.com
[1] blogspot.com
[1] phalanx-it.de
[1] medium.com
[1] gov.co

Top Domains in Tweet in G4:
[4] medium.com

Top Domains in Tweet in G5:
[1] google.com

Top Domains in Tweet in G6:
[1] sagepub.com

Top Domains in Tweet in G7:
[4] github.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[21] gephi
[16] twitterresearchproject
[16] socialnetworkanalysis
[12] nodexl
[8] datascience
[6] colonisation
[6] decolonisation
[6] rstats
[5] 30daymapchallenge
[4] dataviz



Top Hashtags in Tweet in G1:
[5] 30daymapchallenge
[2] python
[2] sypder
[2] networks
[2] explore
[2] nocode
[2] nlp
[1] elrecurs3sdeldia
[1] elrecurso3sdeldía
[1] gis

Top Hashtags in Tweet in G2:
[2] snh
[2] gephi
[1] ermittlungsdaten
[1] socialmedia
[1] twitter
[1] jesuismila
[1] jesuispasmila
[1] dataviz
[1] medialabcinemateca
[1] healthxph

Top Hashtags in Tweet in G3:
[1] sna

Top Hashtags in Tweet in G6:
[1] manchester

Top Words
Top Words in Tweet in Entire Graph:
[128] gephi
[27] sna
[21] network
[21] #gephi
[18] data
[16] #twitterresearchproject
[16] #socialnetworkanalysis
[16] more
[13] twitter
[12] geolocation

Top Words in Tweet in G1:
[22] gephi
[10] global
[7] data
[7] tools
[5] day
[5] 15
[5] connections
[5] #30daymapchallenge
[5] location
[5] gdeltproject

Top Words in Tweet in G2:
[18] gephi
[4] large
[4] nice
[3] data
[3] alguien
[3] pake
[3] visualization
[3] graphs
[2] necesito
[2] haga

Top Words in Tweet in G3:
[4] الله
[3] socialelephants
[3] gephi
[2] دكتور
[2] iservia
[2] davidcastrosm
[2] forodatagri
[2] luisplanas
[2] etsiamcordoba
[2] mapagob

Top Words in Tweet in G4:
[8] gephi
[6] twarc
[3] raphaellebacque
[2] ça
[2] utilisé

Top Words in Tweet in G6:
[6] security
[3] read
[3] article
[3] theorising
[3] influencer
[3] speaking
[3] terror
[3] muslims
[3] social
[3] media

Top Words in Tweet in G7:
[6] gephi
[5] tutorials
[4] seinecle
[4] spring
[4] cleaning
[4] build
[4] process
[4] generate
[4] html
[4] pdf

Top Words in Tweet in G8:
[8] gephi
[5] j'ai
[4] aslxne
[3] fait
[3] undyne0_
[2] lalalaetcaramel
[2] beau
[2] puis
[2] graphe
[2] followers

Top Words in Tweet in G9:
[2] congosto
[2] gephi

Top Words in Tweet in G10:
[8] gephi
[5] sjacks26
[5] python
[5] alternatives
[4] pretty
[4] use
[4] ora
[3] yveilleuxlepage
[3] network
[3] great

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16] #twitterresearchproject,#socialnetworkanalysis
[16] #socialnetworkanalysis,sna
[12] #gephi,#nodexl
[11] sna,#gephi
[8] allhoff_joachim,#twitterresearchproject
[8] network,analysis
[8] see,more
[6] sna,#colonisation
[6] #colonisation,#decolonisation
[6] twarc,gephi

Top Word Pairs in Tweet in G1:
[5] day,15
[5] 15,connections
[5] connections,#30daymapchallenge
[5] #30daymapchallenge,location
[5] location,global
[5] global,data
[5] data,gdeltproject
[5] gdeltproject,tools
[5] tools,gephi
[5] gephi,description

Top Word Pairs in Tweet in G2:
[2] necesito,alguien
[2] alguien,haga
[2] haga,clases
[2] clases,particulares
[2] particulares,aprender
[2] aprender,usar
[2] usar,gephi
[2] large,graph
[2] graph,visualization
[2] visualization,tools

Top Word Pairs in Tweet in G3:
[2] iservia,davidcastrosm
[2] davidcastrosm,forodatagri
[2] forodatagri,luisplanas
[2] luisplanas,etsiamcordoba
[2] etsiamcordoba,mapagob
[2] mapagob,garciaaller
[2] garciaaller,coopsagroes
[2] coopsagroes,minipetite

Top Word Pairs in Tweet in G4:
[6] twarc,gephi

Top Word Pairs in Tweet in G6:
[3] read,article
[3] article,theorising
[3] theorising,security
[3] security,influencer
[3] influencer,speaking
[3] speaking,security
[3] security,terror
[3] terror,muslims
[3] muslims,social
[3] social,media

Top Word Pairs in Tweet in G7:
[4] spring,cleaning
[4] cleaning,gephi
[4] gephi,tutorials
[4] tutorials,build
[4] build,process
[4] process,generate
[4] generate,html
[4] html,pdf
[4] pdf,slides
[3] seinecle,spring

Top Word Pairs in Tweet in G8:
[2] j'ai,fait
[2] meric808meric,undyne0_

Top Word Pairs in Tweet in G10:
[3] gephi,great
[3] great,pretty
[3] pretty,slow
[3] slow,seen
[3] seen,release
[3] release,three
[3] three,years
[3] years,potential
[3] potential,alternatives
[2] charlieseguin,yveilleuxlepage

Top Replied-To
Top Replied-To in Entire Graph:
@aslxne
@sjacks26
@sadiqnajma
@di0rsatzu
@meric808meric
@tzuyuuchoco
@emmibevensee
@codename5281
@drmgpom
@ipalatine

Top Replied-To in G1:
@di0rsatzu
@tzuyuuchoco
@americanhacker

Top Replied-To in G3:
@dr_hmood
@iservia
@socialelephants

Top Replied-To in G4:
@codename5281
@francois_ripoll
@go_dore
@allanbarte
@pluralkd
@ipalatine
@drmgpom
@alexsamtg

Top Replied-To in G5:
@fmfrancoise

Top Replied-To in G7:
@seinecle

Top Replied-To in G8:
@aslxne
@meric808meric
@lalalaetcaramel
@pdrx_gp

Top Replied-To in G9:
@barripdmx
@marcalfarre

Top Replied-To in G10:
@sjacks26
@charlieseguin

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@allhoff_joachim
@gdeltproject
@seinecle
@burdgis
@ubuntubudgie
@raphaellebacque
@undyne0_
@academicchatter
@github

Top Mentioned in G1:
@gephi
@gdeltproject
@burdgis
@ubuntubudgie
@twitterapi
@orangedataminer
@tzuyuuchoco
@seinecle
@dhecheverria
@diegoromerosm

Top Mentioned in G2:
@thomasconnors

Top Mentioned in G3:
@gephi
@socialelephants
@davidcastrosm
@forodatagri
@luisplanas
@etsiamcordoba
@mapagob
@garciaaller
@coopsagroes
@minipetite

Top Mentioned in G4:
@raphaellebacque
@larsirion
@lemondefr
@terracid
@remyschro

Top Mentioned in G5:
@vivianfrancos
@nodexl
@smr_foundation
@ronald_vanloon
@salhaj
@chidambara09
@reutsmichael1
@marc_smith
@gephi

Top Mentioned in G6:
@richdron
@josephdowning1
@twitter
@gephi
@salforduni
@salfordbizsch
@salforduninews
@lseei
@lsenews

Top Mentioned in G7:
@gephi
@seinecle
@asciidoctor
@abelsromero
@fabiomalini
@natiparentee

Top Mentioned in G8:
@undyne0_
@lalalaetcaramel
@darrkhl

Top Mentioned in G9:
@congosto
@josefine_table
@colpiscat

Top Mentioned in G10:
@yveilleuxlepage
@carlcolglazier
@charlieseguin
@warreth
@sjacks26

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@lemondefr
@ricardo_ik_ahau
@academicchatter
@rstatstweet
@konusurmusun
@fmfrancoise
@salhaj
@reypeatonmx
@epuujee

Top Tweeters in G1:
@ricardo_ik_ahau
@epuujee
@tzuyuuchoco
@mapnav_tom
@eu_opendata
@gischatbot
@di0rsatzu
@pedroeltercer
@30daymap_tweets
@americanhacker

Top Tweeters in G2:
@mielvenenosa
@pulpourbano
@thomasconnors
@helosals
@mementocaelum
@cinematecabta
@erinannmcc
@totetmatt
@nsdnln
@ilia_bykov

Top Tweeters in G3:
@iservia
@davidcastrosm
@mapagob
@coopsagroes
@efeagro
@ametic_es
@etsiamcordoba
@garciaaller
@la_coag
@minipetite

Top Tweeters in G4:
@lemondefr
@rmdes_
@ipalatine
@alexsamtg
@go_dore
@remyschro
@raphaellebacque
@terracid
@codename5281
@drmgpom

Top Tweeters in G5:
@chidambara09
@fmfrancoise
@salhaj
@ronald_vanloon
@vivianfrancos
@marc_smith
@mihkal
@nodexl
@smr_foundation
@reutsmichael1

Top Tweeters in G6:
@salforduni
@lsenews
@alexfenton
@twitter
@salfordbizsch
@salforduninews
@lseei
@richdron
@josephdowning1

Top Tweeters in G7:
@konusurmusun
@seinecle
@fabiomalini
@maryjanecs
@abelsromero
@loliveira_90
@asciidoctor
@natiparentee

Top Tweeters in G8:
@ludo617
@undyne0_
@lalalaetcaramel
@aslxne
@darrkhl
@pdrx_gp
@meric808meric

Top Tweeters in G9:
@barripdmx
@colpiscat
@congosto
@josefine_table
@cardejalo
@marcalfarre
@jmoralesigras2

Top Tweeters in G10:
@ryanjgallag
@jwkritchie
@yveilleuxlepage
@carlcolglazier
@sjacks26
@charlieseguin
@warreth