gephi, Twitter, 8/30/2022 1:18:05 AM, 280976


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gephi_2022-08-29_18-15-00.xlsx
gephi_2022-08-29_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 30, 2022
Short Description:
gephi via NodeXL https://bit.ly/3KyleBa
@verukita1
@fabriciosx
@gephi
@this0499154500
@chidambara09
@mihkal
@imetascience
@totetmatt
@nicolasbchb
@flefgraph

Top hashtags:
#mediaresearchinstitute
#twitterresearchproject
#gephiweek
#socialnetworkanalysis
#gephi

Description:
Description
The graph represents a network of 258 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, 30 August 2022 at 01:15 UTC.

The requested start date was Tuesday, 30 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, 21-hour, 42-minute period from Tuesday, 16 August 2022 at 05:24 UTC to Monday, 29 August 2022 at 03:06 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 : 258
Unique Edges : 215
Edges With Duplicates : 412
Total Edges : 627
Number of Edge Types : 5
Retweet : 143
MentionsInRetweet : 267
Tweet : 29
Replies to : 49
Mentions : 139
Self-Loops : 36
Reciprocated Vertex Pair Ratio : 0.0481586402266289
Reciprocated Edge Ratio : 0.0918918918918919
Connected Components : 35
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 144
Maximum Edges in a Connected Component : 471
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.769763
Graph Density : 0.00558018882152445
Modularity : 0.508591
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 258 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, 30 August 2022 at 01:15 UTC.

The requested start date was Tuesday, 30 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, 21-hour, 42-minute period from Tuesday, 16 August 2022 at 05:24 UTC to Monday, 29 August 2022 at 03:06 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://gephi.org/
[5] https://www.youtube.com/watch?v=RssGfmtyn4A

[4] https://www.twitch.tv/datalgo
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280158
[2] https://twitter.com/Totetmatt/status/1562795938355195905
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280564
[2] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[1] https://twitter.com/verukita1/status/1564023517703798785
[1] https://twitter.com/Laby_cubes/status/1563499714057711616
[1] https://twitter.com/nicolasbchb/status/1562770727652442114

Top URLs in Tweet in G1:
[2] https://gephi.org/

Top URLs in Tweet in G2:
[4] https://www.twitch.tv/datalgo
[1] https://twitter.com/Totetmatt/status/1562795938355195905
[1] https://gephi.wordpress.com/2022/06/18/call-for-participants-gephi-code-sustainability-retreat-2022/
[1] https://twitter.com/nicolasbchb/status/1562770727652442114
[1] https://twitter.com/wrightwrighter/status/1562390562652786688
[1] https://www.zdnet.com/paid-content/article/want-to-analyse-your-tweets-how-to-import-twitter-json-data-exports-into-excel/
[1] https://twitter.com/bjornih/status/1559811007769444353

Top URLs in Tweet in G3:
[5] https://www.youtube.com/watch?v=RssGfmtyn4A

[1] https://www.youtube.com/watch?v=_JfI96Qs9o8&t=2065s

[1] https://pt.slideshare.net/apgomes88/codelab-analise-de-redes-sociais-com-python
[1] https://medium.com/@brunocabral_30726/analisando-conexões-do-twitter-com-python-c9f430a0368c

Top URLs in Tweet in G4:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280158
[2] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280564

Top URLs in Tweet in G5:
[1] https://gephi.org/
[1] https://twitter.com/SieEstrategia/status/1561744749614202880
[1] https://twitter.com/Gephi/status/1562805421575790594
[1] https://twitter.com/Laby_cubes/status/1563499714057711616
[1] https://twitter.com/verukita1/status/1564023517703798785

Top URLs in Tweet in G8:
[1] https://drive.google.com/file/d/1ZAHm3Am83QNpQyPCiYGowuFke7eGJVvI/view?usp=sharing
[1] https://www.youtube.com/watch?v=o-D-Duv8Mcs&feature=youtu.be


Top URLs in Tweet in G10:
[1] https://treeverse.app

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[15] mediaresearchinstitute
[15] twitterresearchproject
[12] gephiweek
[11] socialnetworkanalysis
[10] gephi
[5] datascience
[4] rigassificatori
[4] norigassificatore
[4] data
[4] twitter



Top Hashtags in Tweet in G1:
[3] gephi
[2] sna
[2] socialmedia
[2] neuroscience
[2] bioinformatics
[2] datascience
[2] openaccess
[2] bibliometrics
[2] socialnetworkanalysis
[1] gephisto

Top Hashtags in Tweet in G2:
[12] gephiweek
[4] data
[3] gephi
[1] socialnetworkanalysis
[1] sociallistening
[1] opensource
[1] tagsexplorer
[1] cl2025

Top Hashtags in Tweet in G4:
[15] mediaresearchinstitute
[15] twitterresearchproject
[8] socialnetworkanalysis
[4] rigassificatori
[4] norigassificatore
[4] gephi
[3] nodexl
[3] rstats
[3] machinelearning
[3] datascience

Top Hashtags in Tweet in G8:
[2] twitter
[1] infowar
[1] finland

Top Words
Top Words in Tweet in Entire Graph:
[195] gephi
[77] open
[75] source
[70] networks
[69] graphs
[63] software
[63] visualize
[62] kinds
[61] wonderful
[61] allows

Top Words in Tweet in G1:
[64] networks
[59] gephi
[59] wonderful
[59] open
[59] source
[59] software
[59] allows
[59] visualize
[59] explore
[59] kinds

Top Words in Tweet in G2:
[59] gephi
[26] nicolasbchb
[23] semaine
[20] medialab_scpo
[19] c'est
[14] coding
[13] paris
[13] week
[13] prochaine
[12] next

Top Words in Tweet in G3:
[12] pedro_barciela
[8] gephi
[6] extração
[5] carla_a_r
[5] pedr0ska
[5] vídeos
[5] interessantes
[5] tweets
[4] noldorheir
[4] tem

Top Words in Tweet in G4:
[15] allhoff_joachim
[15] #mediaresearchinstitute
[15] #twitterresearchproject
[13] gephi
[9] digital
[9] landscape
[9] worldwide
[9] tweets
[9] 2022
[9] until

Top Words in Tweet in G5:
[11] gephi
[6] graphs
[4] graph
[4] anyone
[4] social
[3] network
[3] really
[2] more
[2] nodes
[2] using

Top Words in Tweet in G7:
[5] gephi
[4] cristiansalazar
[4] botcheckercl
[4] elnicokeledicen
[4] servelchile
[4] carreragonzalo
[4] permite
[3] herramienta
[3] open
[3] source

Top Words in Tweet in G8:
[12] data
[10] one
[10] fetch
[7] nodexl
[5] mihkal
[5] tool
[5] twitterapi
[5] discussions
[5] following
[4] sqlsocialite

Top Words in Tweet in G10:
[4] recommendations
[3] digitalcoeliac
[3] dkennedyhands
[3] _atanas_
[3] socioviz
[3] gephi
[3] netlytic
[3] many
[3] thanks
[3] way

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[75] open,source
[62] kinds,graphs
[62] graphs,networks
[61] gephi,wonderful
[61] wonderful,open
[61] source,software
[61] software,allows
[61] allows,visualize
[61] visualize,explore
[61] explore,kinds

Top Word Pairs in Tweet in G1:
[59] gephi,wonderful
[59] wonderful,open
[59] open,source
[59] source,software
[59] software,allows
[59] allows,visualize
[59] visualize,explore
[59] explore,kinds
[59] kinds,graphs
[59] graphs,networks

Top Word Pairs in Tweet in G2:
[13] semaine,prochaine
[12] next,week
[10] week,work
[10] work,codebase
[10] codebase,build
[10] build,community
[10] community,time
[10] time,paris
[10] paris,online
[10] online,besides

Top Word Pairs in Tweet in G3:
[5] carla_a_r,pedr0ska
[5] pedr0ska,pedro_barciela
[5] pedro_barciela,vídeos
[5] vídeos,interessantes
[5] interessantes,extração
[5] extração,tweets
[4] noldorheir,carla_a_r
[2] tiago2212,pedro_barciela
[2] pedro_barciela,gephi
[2] _bigpao,pedro_barciela

Top Word Pairs in Tweet in G4:
[15] #mediaresearchinstitute,#twitterresearchproject
[10] allhoff_joachim,#mediaresearchinstitute
[9] #twitterresearchproject,digital
[9] digital,landscape
[9] landscape,worldwide
[9] worldwide,tweets
[9] tweets,2022
[9] 2022,until
[9] until,august
[6] august,24

Top Word Pairs in Tweet in G5:
[2] using,gephi
[2] social,network
[2] autre,originalité
[2] originalité,exploiter
[2] exploiter,analyses
[2] analyses,quantitatives
[2] quantitatives,étudier
[2] étudier,l'iconographie
[2] l'iconographie,grecque
[2] grecque,collaboration

Top Word Pairs in Tweet in G7:
[4] cristiansalazar,botcheckercl
[4] botcheckercl,elnicokeledicen
[4] elnicokeledicen,servelchile
[4] servelchile,carreragonzalo
[3] carreragonzalo,gephi
[3] gephi,herramienta
[3] herramienta,open
[3] open,source
[3] source,permite
[2] xcriscl1,cristiansalazar

Top Word Pairs in Tweet in G8:
[10] one,fetch
[10] fetch,data
[5] nodexl,tool
[5] tool,one
[5] data,twitterapi
[5] twitterapi,discussions
[5] discussions,one
[5] data,following
[4] mihkal,nodexl
[2] sqlsocialite,kind

Top Word Pairs in Tweet in G10:
[3] digitalcoeliac,dkennedyhands
[3] dkennedyhands,_atanas_
[3] _atanas_,socioviz
[3] socioviz,gephi
[3] gephi,netlytic
[3] netlytic,many
[3] many,thanks
[3] thanks,recommendations
[3] recommendations,way
[3] way,see

Top Replied-To
Top Replied-To in Entire Graph:
@cyberalexi
@tiago2212
@jacomyma
@ewingo13
@mlowdi
@bjornih
@schochastics
@pressjornalismo
@beto1berto
@s21n

Top Replied-To in G2:
@cyberalexi
@jacomyma
@ewingo13
@mlowdi
@bjornih
@grandjeanmartin
@gephi
@gratgratgreen
@totetmatt
@simondueckert

Top Replied-To in G3:
@tiago2212
@carla_a_r
@lunabrino
@_bigpao
@skyfedelh4
@pedro_barciela
@viniyasser01

Top Replied-To in G4:
@dh_potsdam

Top Replied-To in G6:
@pressjornalismo

Top Replied-To in G7:
@chechobot
@jorge_andres_vb
@cristiansalazar

Top Replied-To in G8:
@nodexl
@sqlsocialite

Top Replied-To in G9:
@jesus_colega_

Top Replied-To in G10:
@digitalcoeliac

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@verukita1
@nicolasbchb
@medialab_scpo
@allhoff_joachim
@imetascience
@pedro_barciela
@totetmatt
@jacomyma
@nicola

Top Mentioned in G1:
@verukita1
@imetascience

Top Mentioned in G2:
@gephi
@nicolasbchb
@medialab_scpo
@jacomyma
@nicola
@totetmatt
@openfacto
@grandjeanmartin
@sobigdata
@seinecle

Top Mentioned in G3:
@pedro_barciela
@pedr0ska
@noldorheir
@carla_a_r
@_bigpao
@glenda_uchoa
@nathzulns
@berdantorres

Top Mentioned in G4:
@allhoff_joachim
@gephi
@evonnemcarthur
@this0499154500
@chidambara09
@fabriciosx
@totetmatt
@periodistas
@periodistascuba
@imetascience

Top Mentioned in G5:
@fabienbp

Top Mentioned in G6:
@jnascim
@lulaoficial
@ptbrasil
@thiagoresiste
@heldersalomao
@kakahmenina
@alexand92840726
@recorteslula
@mariadorosario

Top Mentioned in G7:
@botcheckercl
@elnicokeledicen
@servelchile
@carreragonzalo
@cristiansalazar
@xcriscl1
@markruffalo

Top Mentioned in G8:
@nodexl
@mihkal
@twitterapi
@gephi
@kremlinrussia_e
@sqlsocialite

Top Mentioned in G9:
@dictatriz
@ilthea
@jseijasdev
@fred_ssc
@marcosbl
@devruso
@jordirico

Top Mentioned in G10:
@dkennedyhands
@_atanas_
@socioviz
@gephi
@netlytic
@dhpsp
@digitalcoeliac

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@fabriciosx
@xeronbot
@godfrey_g_
@botfemale
@pyscalellc
@berdantorres
@nvsdata
@jordirico
@fred_ssc

Top Tweeters in G1:
@dnaed_tech
@compchembiobot
@binfotrends
@smm_news_feed
@iamgabbarson
@jaque1831
@yammirya
@bacterialchem
@blacksamrat
@jaime_baiza

Top Tweeters in G2:
@amontespan
@luca
@knagasaki
@sebdraven
@simondueckert
@ewingo13
@grandjeanmartin
@seinecle
@bjornih
@scporesearch

Top Tweeters in G3:
@berdantorres
@nathzulns
@dannkerman
@glenda_uchoa
@skyfedelh4
@viniyasser01
@tiago2212
@lunabrino
@noldorheir
@suderland

Top Tweeters in G4:
@chidambara09
@fabriciosx
@xeronbot
@godfrey_g_
@botfemale
@pyscalellc
@nvsdata
@openscitalk
@periodistas
@_jakashi

Top Tweeters in G5:
@jjmerelo
@fabienbp
@yhartberg
@ngutten
@jgt_00
@gmman_bzflag
@fangazza
@_pankure
@ivan_r1zzo
@datasciencezim

Top Tweeters in G6:
@jnascim
@ptbrasil
@alexand92840726
@mariadorosario
@lulaoficial
@heldersalomao
@kakahmenina
@thiagoresiste
@arcelinobsilva
@pressjornalismo

Top Tweeters in G7:
@nlferrer
@apruebo_apruebo
@markruffalo
@servelchile
@carreragonzalo
@jorge_andres_vb
@cristiansalazar
@elnicokeledicen
@xcriscl1
@botcheckercl

Top Tweeters in G8:
@mantylatuija
@mihkal
@sqlsocialite
@nodexl
@kremlinrussia_e
@tonleh
@twitterapi
@smr_foundation
@peramottone
@juliuskoskela

Top Tweeters in G9:
@jordirico
@fred_ssc
@marcosbl
@sararc83
@ilthea
@dictatriz
@jesus_colega_
@devruso
@jseijasdev

Top Tweeters in G10:
@_atanas_
@sciencecommuni2
@dhpsp
@dkennedyhands
@digitalcoeliac
@socioviz
@netlytic


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