gephi, Twitter, 9/6/2022 1:18:51 AM, 281383


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gephi_2022-09-05_18-15-00.xlsx
gephi_2022-09-05_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 06, 2022
Short Description:
gephi via NodeXL https://bit.ly/3RjhOoj
@verukita1
@nicolasbchb
@gephi
@chidambara09
@this0499154500
@mihkal
@imetascience
@innov_inf
@dogfire20
@allhoff_joachim

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

Description:
Description
The graph represents a network of 612 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, 06 September 2022 at 01:15 UTC.

The requested start date was Tuesday, 06 September 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, 23-hour, 10-minute period from Tuesday, 23 August 2022 at 00:12 UTC to Sunday, 04 September 2022 at 23:22 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 : 612
Unique Edges : 287
Edges With Duplicates : 1304
Total Edges : 1591
Number of Edge Types : 5
Replies to : 69
Mentions : 229
Tweet : 46
Retweet : 529
MentionsInRetweet : 718
Self-Loops : 51
Reciprocated Vertex Pair Ratio : 0.0333333333333333
Reciprocated Edge Ratio : 0.0645161290322581
Connected Components : 39
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 503
Maximum Edges in a Connected Component : 1470
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.841839
Graph Density : 0.00215547211792518
Modularity : 0.411088
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 612 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, 06 September 2022 at 01:15 UTC.

The requested start date was Tuesday, 06 September 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, 23-hour, 10-minute period from Tuesday, 23 August 2022 at 00:12 UTC to Sunday, 04 September 2022 at 23:22 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:
[22] https://www.twitch.tv/datalgo
[7] https://gephi.org/
[5] https://www.youtube.com/watch?v=RssGfmtyn4A

[3] https://twitter.com/Gephi/status/1565673924410707971
[3] https://nocodefunctions.com/blog/gephi-code-retreat-2022/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280976
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280564
[2] https://twitter.com/Gephi/status/1562805421575790594
[2] https://gephi.org
[2] https://twitter.com/Totetmatt/status/1562795938355195905

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

Top URLs in Tweet in G2:
[22] https://www.twitch.tv/datalgo
[3] https://nocodefunctions.com/blog/gephi-code-retreat-2022/
[3] https://twitter.com/Gephi/status/1565673924410707971
[2] https://twitter.com/seinecle/status/1564913917645803522
[1] https://twitter.com/euxenus/status/1219776869018587136?s=20&t=7-WzgBo6BerIwEj4qXXRGw
[1] https://twitterverse.net/
[1] https://gephi.wordpress.com/2022/06/18/call-for-participants-gephi-code-sustainability-retreat-2022/
[1] https://twitter.com/nicolasbchb/status/1564245280496779266
[1] https://twitter.com/Totetmatt/status/1562795938355195905
[1] https://twitter.com/nicolasbchb/status/1564621361544413186

Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280976
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280564
[2] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[1] https://gephi.org/users/
[1] https://www.youtube.com/watch?v=o-D-Duv8Mcs&feature=youtu.be

[1] https://gephi.org/
[1] https://twitter.com/Totetmatt/status/1562795938355195905

Top URLs in Tweet in G4:
[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 G5:
[2] 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
[1] https://twitter.com/Verukita1/status/1564023517703798785
[1] https://gephi.org
[1] https://morrislee1234.wixsite.com/website/contact
[1] https://morrislee1234.wixsite.com/website
[1] https://www.linkedin.com/in/morris-lee-47877b7b

Top URLs in Tweet in G6:
[1] https://gephi.org
[1] https://gephi.org/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[47] gephiweek
[25] gephi
[19] mediaresearchinstitute
[19] twitterresearchproject
[15] socialnetworkanalysis
[7] datascience
[6] nodexl
[5] socialmedia
[5] rigassificatori
[5] norigassificatore



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

Top Hashtags in Tweet in G2:
[45] gephiweek
[10] gephi
[4] data
[3] opensource
[1] datavisualization
[1] seo
[1] searchengineoptimization
[1] visualization
[1] academictwitter
[1] phd

Top Hashtags in Tweet in G3:
[19] mediaresearchinstitute
[19] twitterresearchproject
[11] socialnetworkanalysis
[9] gephi
[5] rigassificatori
[5] norigassificatore
[4] twitter
[4] datascience
[4] nodexl
[3] rstats

Top Hashtags in Tweet in G5:
[2] gephi
[1] ultrarunning
[1] utmb
[1] trailrunning
[1] marathon
[1] ainewsclips
[1] ai
[1] ml
[1] artificialintelligence
[1] machinelearning

Top Hashtags in Tweet in G6:
[2] sna
[2] gephi
[2] socialmedia
[2] neuroscience
[2] bioinformatics
[2] datascience
[2] openaccess
[2] bibliometrics
[2] socialnetworkanalysis

Top Words
Top Words in Tweet in Entire Graph:
[611] gephi
[402] source
[398] open
[398] networks
[395] graphs
[389] software
[386] wonderful
[386] visualize
[386] explore
[386] kinds

Top Words in Tweet in G1:
[344] networks
[342] verukita1
[335] gephi
[335] wonderful
[335] open
[335] source
[335] software
[335] allows
[335] visualize
[335] explore

Top Words in Tweet in G2:
[159] gephi
[61] nicolasbchb
[49] medialab_scpo
[45] #gephiweek
[35] week
[35] semaine
[32] stream
[26] c'est
[23] totetmatt
[22] codebase

Top Words in Tweet in G3:
[40] gephi
[22] wonderful
[22] open
[22] source
[22] software
[22] allows
[22] visualize
[22] explore
[22] kinds
[22] graphs

Top Words in Tweet in G4:
[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 G5:
[10] gephi
[7] graphs
[3] really
[3] redes
[2] those
[2] networks
[2] check
[2] twitter
[2] #gephi
[2] ci

Top Words in Tweet in G6:
[26] gephi
[26] wonderful
[26] open
[26] source
[26] software
[26] allows
[26] visualize
[26] explore
[26] kinds
[26] graphs

Top Words in Tweet in G7:
[2] gephi

Top Words in Tweet in G8:
[6] albertoescorcia
[4] gephi
[4] acabo
[4] revisar
[4] artículo
[4] proceso
[4] surgieron
[4] algunas
[4] dudas
[4] podría

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[397] open,source
[387] graphs,networks
[386] kinds,graphs
[385] gephi,wonderful
[385] wonderful,open
[385] source,software
[385] software,allows
[385] allows,visualize
[385] visualize,explore
[385] explore,kinds

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

Top Word Pairs in Tweet in G2:
[17] gephi,nicolasbchb
[14] semaine,prochaine
[13] open,source
[12] next,week
[11] still,already
[11] already,mathieubastian
[11] mathieubastian,present
[11] present,gephi
[11] gephi,codebase
[11] codebase,english

Top Word Pairs in Tweet in G3:
[22] gephi,wonderful
[22] wonderful,open
[22] open,source
[22] source,software
[22] software,allows
[22] allows,visualize
[22] visualize,explore
[22] explore,kinds
[22] kinds,graphs
[22] graphs,networks

Top Word Pairs in Tweet in G4:
[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 G5:
[2] graphs,those
[2] those,graphs
[2] ci,mancherebbe
[2] mancherebbe,altro

Top Word Pairs in Tweet in G6:
[26] gephi,wonderful
[26] wonderful,open
[26] open,source
[26] source,software
[26] software,allows
[26] allows,visualize
[26] visualize,explore
[26] explore,kinds
[26] kinds,graphs
[26] graphs,networks

Top Word Pairs in Tweet in G8:
[4] albertoescorcia,acabo
[4] acabo,revisar
[4] revisar,artículo
[4] artículo,proceso
[4] proceso,surgieron
[4] surgieron,algunas
[4] algunas,dudas
[4] dudas,podría
[4] podría,ayudarme
[4] ayudarme,viendo

Top Replied-To
Top Replied-To in Entire Graph:
@gephi
@lennysan
@nicolasbchb
@seinecle
@firstlink_bdx
@jacomyma
@balake_williams
@lixingguang
@albertoescorcia
@hpiedcoq

Top Replied-To in G2:
@gephi
@lennysan
@totetmatt
@nicolasbchb
@jacomyma
@seinecle
@firstlink_bdx
@hpiedcoq
@balake_williams
@lixingguang

Top Replied-To in G3:
@annakorhonen3
@sqlsocialite
@nodexl
@this0499154500
@dmoreaurh

Top Replied-To in G4:
@tiago2212
@carla_a_r
@lunabrino
@_bigpao
@skyfedelh4
@pedro_barciela
@viniyasser01

Top Replied-To in G7:
@arcelinobsilva
@pressjornalismo

Top Replied-To in G8:
@albertoescorcia
@marizanti
@hanifbali

Top Replied-To in G9:
@rjurney

Top Replied-To in G10:
@flwesya

Top Mentioned
Top Mentioned in Entire Graph:
@verukita1
@gephi
@nicolasbchb
@medialab_scpo
@totetmatt
@imetascience
@jacomyma
@mathieubastian
@paulanomalie
@allhoff_joachim

Top Mentioned in G1:
@verukita1

Top Mentioned in G2:
@gephi
@nicolasbchb
@medialab_scpo
@totetmatt
@jacomyma
@mathieubastian
@paulanomalie
@ouestware
@logisima
@neo4j

Top Mentioned in G3:
@imetascience
@allhoff_joachim
@mihkal
@gephi
@verukita1
@nodexl
@this0499154500
@totetmatt
@twitterapi
@chidambara09

Top Mentioned in G4:
@pedro_barciela
@pedr0ska
@noldorheir
@carla_a_r
@_bigpao
@glenda_uchoa
@nathzulns
@berdantorres

Top Mentioned in G6:
@innov_inf
@imetascience
@verukita1
@juanbarrera_co

Top Mentioned in G7:
@jnascim
@lulaoficial
@ptbrasil
@thiagoresiste
@heldersalomao
@kakahmenina
@alexand92840726
@recorteslula
@mariadorosario

Top Mentioned in G8:
@albertoescorcia
@mcruz0609
@hanifbali
@omni_red

Top Mentioned in G9:
@mainec
@feedseer

Top Mentioned in G10:
@gyimesiandras
@dnds_ceu

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@fabriciosx
@godfrey_g_
@thecuriousluke
@laveilletechno
@ayirpelle
@pyscalellc
@pash22
@berdantorres
@iltasanomat

Top Tweeters in G1:
@ayirpelle
@pash22
@ritzberry
@djriveraros
@charlyaztec
@asilvad
@nopiedra
@jebusmr
@jmollel
@trisetyarso

Top Tweeters in G2:
@laveilletechno
@s_palm
@amontespan
@luca
@matterofstats
@neo4j
@knagasaki
@imdb
@congosto
@screamingfrog

Top Tweeters in G3:
@chidambara09
@fabriciosx
@godfrey_g_
@thecuriousluke
@pyscalellc
@iltasanomat
@nvsdata
@openscitalk
@betamoroney
@smm_news_feed

Top Tweeters in G4:
@berdantorres
@nathzulns
@dannkerman
@glenda_uchoa
@skyfedelh4
@viniyasser01
@tiago2212
@lunabrino
@noldorheir
@suderland

Top Tweeters in G5:
@fefealves
@tarciziosilva
@yhartberg
@jgt_00
@gmman_bzflag
@mr_sunshine
@fromalias
@_pankure
@brasilianmojito
@morris_phd

Top Tweeters in G6:
@dnaed_tech
@compchembiobot
@binfotrends
@isciverse
@obi_ojemany
@alexacast9
@innov_medicine
@professor_gene
@innov_inf
@feiyuewang2

Top Tweeters in G7:
@jnascim
@ptbrasil
@alexand92840726
@mariadorosario
@lulaoficial
@heldersalomao
@kakahmenina
@thiagoresiste
@arcelinobsilva
@pressjornalismo

Top Tweeters in G8:
@omni_red
@hanifbali
@aldocruz_90
@marizanti
@albertoescorcia
@esanjuro
@mariasumaran
@haxona
@christophercato
@mcruz0609

Top Tweeters in G9:
@rjurney
@mainec
@_decius_
@feedseer

Top Tweeters in G10:
@flwesya
@dnds_ceu
@erikbraun92
@gyimesiandras