gephi, Twitter, 8/16/2022 1:17:48 AM, 280158


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gephi_2022-08-15_18-15-00.xlsx
gephi_2022-08-15_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 16, 2022
Short Description:
gephi via NodeXL https://bit.ly/3w2Q1Qb
@chidambara09
@fabriciosx
@allhoff_joachim
@gephi
@evonnemcarthur
@periodistascuba
@bendobrown
@xeronbot
@botfemale
@madhvendrax

Top hashtags:
#mediaresearchinstitute
#twitterresearchproject
#socialnetworkanalysis
#twitter

Description:
Description
The graph represents a network of 136 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, 16 August 2022 at 01:15 UTC.

The requested start date was Tuesday, 16 August 2022 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 12-day, 20-hour, 45-minute period from Tuesday, 02 August 2022 at 03:31 UTC to Monday, 15 August 2022 at 00:17 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 : 136
Unique Edges : 122
Edges With Duplicates : 101
Total Edges : 223
Number of Edge Types : 5
Mentions : 49
Replies to : 32
Tweet : 16
Retweet : 38
MentionsInRetweet : 88
Self-Loops : 21
Reciprocated Vertex Pair Ratio : 0.027027027027027
Reciprocated Edge Ratio : 0.0526315789473684
Connected Components : 36
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 34
Maximum Edges in a Connected Component : 107
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.959209
Graph Density : 0.00827886710239651
Modularity : 0.586051
NodeXL Version : 1.0.1.503
Data Import : The graph represents a network of 136 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, 16 August 2022 at 01:15 UTC.

The requested start date was Tuesday, 16 August 2022 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 12-day, 20-hour, 45-minute period from Tuesday, 02 August 2022 at 03:31 UTC to Monday, 15 August 2022 at 00:17 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:
[1] https://www.cubaperiodistas.cu/index.php/2022/07/desarticula-upec-campana-de-desinformacion-contra-cuba/
[1] https://gephi.org
[1] https://colab.research.google.com/drive/12dkxzTqmU-T0SpSYRonK5vZnisPwRZBv?usp=sharing
[1] https://link.springer.com/chapter/10.1007/97
[1] https://twitter.com/Sparrlyten/status/1556594775708532737?s=20&t=f0GVtd5boacIrklQpxnaPQ
[1] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[1] https://gephi.wordpress.com/2008/11/15/label-adjust/
[1] https://hal.archives-ouvertes.fr/hal-03729114
[1] https://gephi.org/
[1] https://www.youtube.com/watch?v=TFBkAO1MjnU&feature=youtu.be


Top URLs in Tweet in G2:
[1] https://colab.research.google.com/drive/12dkxzTqmU-T0SpSYRonK5vZnisPwRZBv?usp=sharing

Top URLs in Tweet in G5:
[1] https://gephi.org/
[1] https://hal.archives-ouvertes.fr/hal-03729114
[1] https://twitter.com/Sparrlyten/status/1556594775708532737?s=20&t=f0GVtd5boacIrklQpxnaPQ
[1] https://gephi.org

Top URLs in Tweet in G6:
[1] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/

Top URLs in Tweet in G7:
[1] https://link.springer.com/chapter/10.1007/97

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=TFBkAO1MjnU&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[2] gephi.org
[2] wordpress.com
[1] cubaperiodistas.cu
[1] google.com
[1] springer.com
[1] twitter.com
[1] archives-ouvertes.fr
[1] youtube.com

Top Domains in Tweet in G2:
[1] google.com

Top Domains in Tweet in G5:
[2] gephi.org
[1] archives-ouvertes.fr
[1] twitter.com

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

Top Domains in Tweet in G7:
[1] springer.com

Top Domains in Tweet in G10:
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[15] mediaresearchinstitute
[15] twitterresearchproject
[11] socialnetworkanalysis
[11] twitter
[10] gephi
[8] ai
[7] nodexl
[6] wombo
[6] womboart
[5] datascience



Top Hashtags in Tweet in G1:
[3] gephi
[2] graph
[2] datascience
[2] geography
[1] mediaresearchinstitute
[1] twitterresearchproject
[1] brain
[1] ml
[1] ai
[1] neuroscience

Top Hashtags in Tweet in G2:
[3] python
[2] realsikhsagainstkhalistan
[2] sikhsrejectkhalistan
[1] pubmed
[1] realsikhs

Top Hashtags in Tweet in G3:
[1] cuba
[1] cubaesamor
[1] pasiónxcuba

Top Hashtags in Tweet in G4:
[1] cuba

Top Hashtags in Tweet in G5:
[1] socialnetworkanalysis
[1] gephi
[1] networkx
[1] nodexl
[1] jm41222

Top Hashtags in Tweet in G6:
[14] mediaresearchinstitute
[14] twitterresearchproject
[10] socialnetworkanalysis
[9] twitter
[7] ai
[6] wombo
[6] womboart
[5] photography
[3] gephi
[3] nodexl

Top Hashtags in Tweet in G7:
[1] controversymapping
[1] gephi

Top Hashtags in Tweet in G10:
[4] lunesdesoftwarelibre
[4] softwarelibre

Top Words
Top Words in Tweet in Entire Graph:
[65] gephi
[20] network
[17] twitter
[15] #mediaresearchinstitute
[15] #twitterresearchproject
[15] herramienta
[14] etiqueta
[13] visualizar
[13] torno
[12] allhoff_joachim

Top Words in Tweet in G1:
[7] yale
[6] enilev
[6] enricomolinari
[6] labordeolivier
[6] tobiaskintzel
[6] fabriziobustama
[6] jbarbosapr
[6] frronconi
[6] pawlowskimario
[5] chidambara09

Top Words in Tweet in G2:
[7] network
[6] gephi
[4] using
[3] files
[3] word
[3] clouds
[3] '90s
[3] maybe
[3] visualizations
[3] hip

Top Words in Tweet in G3:
[6] cubaperiodistas
[6] utilizando
[6] herramienta
[6] gephi
[6] visualizar
[6] twitter
[6] torno
[6] etiqueta
[5] pasionxcuba2022
[3] informó

Top Words in Tweet in G4:
[7] hemos
[7] utilizado
[7] herramienta
[7] gephi
[7] visualizar
[7] red
[7] twitter
[7] torno
[7] etiqueta
[7] convoca

Top Words in Tweet in G5:
[4] gephi
[3] die
[3] social
[3] network
[2] data
[2] graph
[2] points

Top Words in Tweet in G6:
[14] #mediaresearchinstitute
[14] #twitterresearchproject
[11] allhoff_joachim
[10] #socialnetworkanalysis
[9] #twitter
[9] api
[7] #ai
[6] #wombo
[6] #womboart
[5] #photography

Top Words in Tweet in G8:
[4] gephi
[2] ta_mills

Top Words in Tweet in G9:
[2] use
[2] network
[2] analysis

Top Words in Tweet in G10:
[8] gephi
[4] aquã
[4] aporte
[4] #lunesdesoftwarelibre
[4] software
[4] libre
[4] ciencia
[4] hoy
[4] potente
[4] #softwarelibre

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15] #mediaresearchinstitute,#twitterresearchproject
[15] herramienta,gephi
[13] gephi,visualizar
[13] twitter,torno
[13] torno,etiqueta
[12] allhoff_joachim,#mediaresearchinstitute
[9] etiqueta,convoca
[9] #twitterresearchproject,#socialnetworkanalysis
[9] #socialnetworkanalysis,#twitter
[9] #twitter,api

Top Word Pairs in Tweet in G1:
[6] enilev,yale
[6] yale,enricomolinari
[6] enricomolinari,labordeolivier
[6] labordeolivier,tobiaskintzel
[6] tobiaskintzel,fabriziobustama
[6] fabriziobustama,jbarbosapr
[6] jbarbosapr,frronconi
[6] frronconi,pawlowskimario
[5] chidambara09,enilev
[5] pawlowskimario,nic

Top Word Pairs in Tweet in G2:
[3] word,clouds
[3] clouds,'90s
[3] '90s,maybe
[3] maybe,network
[3] network,visualizations
[3] visualizations,hip
[3] hip,interest
[3] interest,map
[3] map,created
[3] created,#python

Top Word Pairs in Tweet in G3:
[6] utilizando,herramienta
[6] herramienta,gephi
[6] gephi,visualizar
[6] visualizar,twitter
[6] twitter,torno
[6] torno,etiqueta
[5] pasionxcuba2022,cubaperiodistas
[3] cubaperiodistas,informó
[3] informó,utilizando
[3] cubaperiodistas,informã

Top Word Pairs in Tweet in G4:
[7] hemos,utilizado
[7] utilizado,herramienta
[7] herramienta,gephi
[7] gephi,visualizar
[7] visualizar,red
[7] red,twitter
[7] twitter,torno
[7] torno,etiqueta
[7] etiqueta,convoca
[6] periodistascuba,hemos

Top Word Pairs in Tweet in G5:
[3] social,network
[2] network,graph

Top Word Pairs in Tweet in G6:
[14] #mediaresearchinstitute,#twitterresearchproject
[11] allhoff_joachim,#mediaresearchinstitute
[9] #twitterresearchproject,#socialnetworkanalysis
[9] #socialnetworkanalysis,#twitter
[9] #twitter,api
[6] #wombo,#womboart
[6] #womboart,#ai
[5] api,#wombo
[5] #twitterresearchproject,digital
[5] digital,landscape

Top Word Pairs in Tweet in G9:
[2] network,analysis

Top Word Pairs in Tweet in G10:
[4] aquã,aporte
[4] aporte,#lunesdesoftwarelibre
[4] #lunesdesoftwarelibre,software
[4] software,libre
[4] libre,ciencia
[4] ciencia,hoy
[4] hoy,gephi
[4] gephi,gephi
[4] gephi,potente
[4] potente,#softwarelibre

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@allhoff_joachim
@yale
@enricomolinari
@labordeolivier
@tobiaskintzel
@fabriziobustama
@jbarbosapr
@frronconi
@pawlowskimario
@twitter

Top Mentioned in G1:
@yale
@enricomolinari
@labordeolivier
@tobiaskintzel
@fabriziobustama
@jbarbosapr
@frronconi
@pawlowskimario
@chidambara09
@enilev

Top Mentioned in G2:
@gephi
@80legs
@evonnemcarthur
@inkscape
@googlecolab
@bendobrown

Top Mentioned in G3:
@twitter
@pasionxcuba2022

Top Mentioned in G4:
@periodistascuba

Top Mentioned in G6:
@allhoff_joachim

Top Mentioned in G7:
@tantlab
@rustlabbochum
@stefan_laser_

Top Mentioned in G8:
@ta_mills

Top Mentioned in G9:
@jefferyssteven
@rupasubramanya
@ucalgary

Top Mentioned in G10:
@piratax007

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@collegemenfess
@fabriciosx
@codewithtwitchi
@xeronbot
@godfrey_g_
@thecuriousluke
@nicochan33
@botfemale
@tarunynorzo

Top Tweeters in G1:
@chidambara09
@fabriciosx
@xeronbot
@nicochan33
@botfemale
@rldi_lamy
@mdrechsler
@spirosmargaris
@fabriziobustama
@jeancayeux

Top Tweeters in G2:
@codewithtwitchi
@davidiwanow
@lenascameo
@playingaflute20
@dejanseo
@bendobrown
@py_smart_bot
@gephi
@inkscape
@80legs

Top Tweeters in G3:
@hildadvcuba
@twitter
@affcubanaff
@alexman57699642
@randy478238391
@baticuba
@pasionxcuba2022

Top Tweeters in G4:
@irmaes26
@liuvasp
@sayda10823051
@periodistascuba
@osmanyaguilera4
@danieldavidcuba
@roelvis94319896

Top Tweeters in G5:
@tarunynorzo
@josquindebaz
@atdavid_otten
@tikvaw
@anapaucarbonel1
@arslan_sapra101

Top Tweeters in G6:
@godfrey_g_
@thecuriousluke
@openscitalk
@readtechhere
@allhoff_joachim

Top Tweeters in G7:
@lordelend
@stefan_laser_
@tantlab
@datalora
@rustlabbochum

Top Tweeters in G8:
@ta_mills
@niallglynn
@jkbren
@tweetchamp
@samhillman

Top Tweeters in G9:
@rupasubramanya
@jefferyssteven
@ucalgary
@jcboucher1
@ukrainian_skies

Top Tweeters in G10:
@gothikxx
@cnti_ve
@canaimagnulinux
@piratax007