gephi, Twitter, 7/27/2021 12:44:43 AM, 258843


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gephi_2021-07-26_17-25-08.xlsx
gephi_2021-07-26_17-25-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 27, 2021
Short Description:
gephi via NodeXL https://bit.ly/371pl5B
@gephi
@allhoff_joachim
@ivan30394639
@jacomyma
@chidambara09
@verukita1
@opensource_orgs
@iridium
@secou
@maskaryawan

Top hashtags:
#twitterresearchproject
#gephi
#mediaresearchinstitute
#dataviz
#socialnetworkanalysis
#nodexl

Description:
Description
The graph represents a network of 386 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 July 2021 at 00:25 UTC.

The requested start date was Tuesday, 27 July 2021 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, 51-minute period from Tuesday, 13 July 2021 at 03:21 UTC to Monday, 26 July 2021 at 01:13 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 : 386
Unique Edges : 274
Edges With Duplicates : 589
Total Edges : 863
Number of Edge Types : 5
Retweet : 224
MentionsInRetweet : 286
Tweet : 62
Replies to : 76
Mentions : 215
Self-Loops : 73
Reciprocated Vertex Pair Ratio : 0.0491071428571429
Reciprocated Edge Ratio : 0.0936170212765957
Connected Components : 53
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 196
Maximum Edges in a Connected Component : 594
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.136871
Graph Density : 0.00316264046833995
Modularity : 0.474217
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 386 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 July 2021 at 00:25 UTC.

The requested start date was Tuesday, 27 July 2021 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, 51-minute period from Tuesday, 13 July 2021 at 03:21 UTC to Monday, 26 July 2021 at 01:13 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:
[25] https://gephi.wordpress.com/2021/07/19/gephi-road-map-summer-2021/
[12] http://labs.polsys.net/tools/tumblr/
[11] https://github.com/gephi/gephi
[8] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[7] https://twitter.com/Gephi/status/1417126624538005515
[5] https://gephi.org/
[4] https://twitter.com/Gephi/status/1417124808295395342
[4] https://tools.digitalmethods.net/netvizz/youtube/mod_video_info.php
[3] http://labs.polsys.net/tools/flickr/photopool/
[2] https://www.facebook.com/CUHKLibraries/posts/4413802085307148

Top URLs in Tweet in G1:
[15] https://gephi.wordpress.com/2021/07/19/gephi-road-map-summer-2021/
[3] https://twitter.com/Gephi/status/1417126624538005515
[1] https://gephi.org/
[1] https://firstdraftnews.org/long-form-article/trackers-gephi-dmi/
[1] https://drive.google.com/file/d/11d9O4hXKcpdccsC4I1oNgQHF2Fvd3IYZ/view?usp=sharing
[1] https://twitter.com/Gephi/status/1417124808295395342
[1] https://drive.google.com/file/d/1HHB0Rsgbunoxn-3-K-MeRGlH0kd97hc9/view?usp=sharing

Top URLs in Tweet in G2:
[8] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258599
[2] https://twitter.com/Gephi/status/1417126624538005515
[2] https://gephi.wordpress.com/2021/07/19/gephi-road-map-summer-2021/
[1] https://twitter.com/no_identd/status/1375552344709066757
[1] https://twitter.com/BarriPdmx/status/1415251675011551235
[1] https://test.nocodefunctions.com/
[1] https://twitter.com/seinecle/status/1418209429929873409
[1] https://twitter.com/jerrycueb/status/1416214358292451329
[1] https://gephi.wordpress.com/2019/02/02/exploring-the-dystopian-future-of-a-javascript-gephi/

Top URLs in Tweet in G3:
[1] https://github.com/twintproject/twint
[1] https://github.com/gephi/gephi

Top URLs in Tweet in G4:
[1] https://twitter.com/JulianMaciasT/status/1414681678539378691

Top URLs in Tweet in G6:
[12] http://labs.polsys.net/tools/tumblr/
[8] https://github.com/gephi/gephi
[4] https://tools.digitalmethods.net/netvizz/youtube/mod_video_info.php
[3] http://labs.polsys.net/tools/flickr/photopool/
[2] https://gephi.wordpress.com/2021/07/19/gephi-road-map-summer-2021/
[1] https://twitter.com/Ivan30394639/status/1414924623758696448

Top URLs in Tweet in G7:
[3] https://twitter.com/Gephi/status/1417124808295395342
[2] https://twitter.com/Gephi/status/1417126624538005515
[1] https://bitquery.io/blog/visualize-coinpath-results-using-gephi?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[1] http://dlvr.it/S3qr8g
[1] https://obsidian.md/
[1] https://twitter.com/jacomyma/status/1417127595104247808
[1] https://twitter.com/wmkenkel/status/1417267378572955652

Top URLs in Tweet in G9:
[1] https://github.com/DocNow/twarc
[1] https://github.com/twintproject/twint

Top Domains
Top Domains in Tweet in Entire Graph:
[34] wordpress.com
[26] twitter.com
[15] github.com
[15] polsys.net
[5] gephi.org
[4] digitalmethods.net
[2] facebook.com
[2] nodexlgraphgallery.org
[2] dzone.com
[2] nebula-graph.io

Top Domains in Tweet in G1:
[15] wordpress.com
[4] twitter.com
[2] google.com
[1] gephi.org
[1] firstdraftnews.org

Top Domains in Tweet in G2:
[11] wordpress.com
[6] twitter.com
[2] nodexlgraphgallery.org
[1] nocodefunctions.com
[1] hva.nl
[1] vosviewer.com
[1] weebly.com
[1] hypotheses.org
[1] holoviz.org
[1] openrefine.org

Top Domains in Tweet in G3:
[2] github.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G6:
[15] polsys.net
[8] github.com
[4] digitalmethods.net
[2] wordpress.com
[1] twitter.com

Top Domains in Tweet in G7:
[7] twitter.com
[1] bitquery.io
[1] dlvr.it
[1] obsidian.md

Top Domains in Tweet in G9:
[2] github.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[34] twitterresearchproject
[30] gephi
[24] mediaresearchinstitute
[20] dataviz
[19] socialnetworkanalysis
[14] nodexl
[13] tool
[12] tumblr
[11] datascience
[10] python



Top Hashtags in Tweet in G1:
[2] graphs
[2] java
[1] digitalhumanities
[1] dh
[1] netzwerkanalyse
[1] tools
[1] gephi
[1] signsoftheapocalypse
[1] soscuba

Top Hashtags in Tweet in G2:
[33] twitterresearchproject
[23] mediaresearchinstitute
[19] socialnetworkanalysis
[16] gephi
[13] nodexl
[11] datascience
[8] rstats
[8] openscience
[7] ai
[7] artificialintelligence

Top Hashtags in Tweet in G5:
[1] felizfinde
[1] piñadigital

Top Hashtags in Tweet in G6:
[13] tool
[12] tumblr
[10] dataviz
[8] python
[5] gephi
[4] youtube
[4] sna
[3] flickr
[2] osint
[2] graphanalysis

Top Hashtags in Tweet in G7:
[2] gephi
[1] blockchain
[1] crypto
[1] bitcoin
[1] analytics
[1] data
[1] api
[1] gisstackexchange
[1] dataviz
[1] networkvis

Top Hashtags in Tweet in G10:
[1] gephi
[1] nodexl
[1] bigdata
[1] sociology
[1] sociología
[1] antropologia

Top Words
Top Words in Tweet in Entire Graph:
[327] gephi
[76] code
[72] sustainability
[72] retreat
[68] 2021
[68] copenhagen
[52] online
[50] organizing
[50] around
[50] mid

Top Words in Tweet in G1:
[145] gephi
[55] 2021
[46] code
[44] sustainability
[44] retreat
[41] organizing
[41] around
[41] mid
[41] november
[41] mixed

Top Words in Tweet in G2:
[76] gephi
[33] #twitterresearchproject
[29] allhoff_joachim
[27] jacomyma
[27] code
[27] sustainability
[26] retreat
[26] copenhagen
[23] #mediaresearchinstitute
[19] #socialnetworkanalysis

Top Words in Tweet in G3:
[4] midianinja
[4] gephi
[3] felipeneto
[3] fiscaldoibama
[3] guajajarasonia
[3] apiboficial
[3] greenpeacebr
[3] socioambiental
[3] climainfonews
[3] obsclima

Top Words in Tweet in G4:
[30] datos
[29] vean
[29] hilo
[29] noten
[29] cómo
[29] big
[29] data
[29] cualitativos
[29] contexto
[29] instrumento

Top Words in Tweet in G5:
[3] anabelanogs
[3] activithink
[3] huhuzgz
[3] imation4430
[3] perbea123
[3] leikoleo
[3] elblogdeemilio
[3] emiliobarredam
[3] recetaspueblo
[2] ancelernesto

Top Words in Tweet in G6:
[23] ivan30394639
[16] tab
[15] graph
[13] #tool
[13] opens
[12] collected
[12] tagged
[12] specific
[12] term
[12] #tumblr

Top Words in Tweet in G7:
[18] gephi
[3] gt
[2] análisis
[2] bots
[2] matrices
[2] twitter
[2] visualize
[2] running
[2] considering
[2] network

Top Words in Tweet in G8:
[9] comfortable
[8] iff_or
[8] hacker
[8] friends
[8] worst
[8] coder
[8] world
[8] tired
[8] half
[8] heartedly

Top Words in Tweet in G9:
[5] gephi
[3] gasca
[3] tweetarchivist
[2] 3r1ng
[2] documentnow

Top Words in Tweet in G10:
[16] red
[16] artículo
[8] pierre
[8] bourdieu
[8] émile
[8] durkheim
[8] max
[8] weber
[8] gráfico
[8] representa

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[68] code,sustainability
[68] sustainability,retreat
[50] organizing,code
[50] retreat,gephi
[50] gephi,around
[50] around,mid
[50] mid,november
[50] november,2021
[50] 2021,mixed
[50] mixed,online

Top Word Pairs in Tweet in G1:
[41] organizing,code
[41] code,sustainability
[41] sustainability,retreat
[41] retreat,gephi
[41] gephi,around
[41] around,mid
[41] mid,november
[41] november,2021
[41] 2021,mixed
[41] mixed,online

Top Word Pairs in Tweet in G2:
[26] code,sustainability
[26] sustainability,retreat
[23] #mediaresearchinstitute,#twitterresearchproject
[18] start,getting
[18] getting,gephi
[18] gephi,back
[18] back,tracks
[18] tracks,code
[18] retreat,hosted
[18] hosted,tantlab

Top Word Pairs in Tweet in G3:
[3] felipeneto,fiscaldoibama
[3] fiscaldoibama,guajajarasonia
[3] guajajarasonia,apiboficial
[3] apiboficial,greenpeacebr
[3] greenpeacebr,socioambiental
[3] socioambiental,midianinja
[3] midianinja,climainfonews
[3] climainfonews,obsclima
[3] obsclima,cynaramenezes
[3] eu,uso

Top Word Pairs in Tweet in G4:
[29] vean,hilo
[29] hilo,noten
[29] noten,cómo
[29] cómo,big
[29] big,data
[29] data,datos
[29] datos,cualitativos
[29] cualitativos,contexto
[29] contexto,instrumento
[29] instrumento,perpetuar

Top Word Pairs in Tweet in G5:
[3] anabelanogs,activithink
[3] activithink,huhuzgz
[3] huhuzgz,imation4430
[3] imation4430,perbea123
[3] perbea123,leikoleo
[3] leikoleo,elblogdeemilio
[3] elblogdeemilio,emiliobarredam
[3] emiliobarredam,recetaspueblo
[2] ancelernesto,anabelanogs
[2] recetaspueblo,pyme

Top Word Pairs in Tweet in G6:
[12] #tool,collected
[12] collected,tagged
[12] tagged,specific
[12] specific,term
[12] term,#tumblr
[12] #tumblr,export
[12] export,tab
[12] tab,file
[12] file,opens
[11] ivan30394639,#tool

Top Word Pairs in Tweet in G7:
[2] produce,insights

Top Word Pairs in Tweet in G8:
[8] hacker,friends
[8] friends,worst
[8] worst,coder
[8] coder,world
[8] world,tired
[8] tired,half
[8] half,heartedly
[8] heartedly,trying
[8] trying,comfortable
[7] iff_or,hacker

Top Word Pairs in Tweet in G9:
[3] gasca,gephi
[3] gephi,tweetarchivist
[2] 3r1ng,gasca

Top Word Pairs in Tweet in G10:
[8] red,pierre
[8] pierre,bourdieu
[8] bourdieu,émile
[8] émile,durkheim
[8] durkheim,max
[8] max,weber
[8] weber,gráfico
[8] gráfico,representa
[8] representa,red
[8] red,hipervínculos

Top Replied-To
Top Replied-To in Entire Graph:
@psychemedia
@madamecurves
@seinecle
@jacomyma
@allhoff_joachim
@docassar
@mjjk_matt
@mdrechsler
@3r1ng
@craigmjoseph

Top Replied-To in G1:
@gephi

Top Replied-To in G2:
@psychemedia
@madamecurves
@seinecle
@jacomyma
@allhoff_joachim
@docassar
@noduslabs
@wajdi_bs
@ludowaltman
@charliebismuth

Top Replied-To in G3:
@arcelinobsilva
@naotenhocredito
@se_pariu
@rpixelnini
@jaimahalu

Top Replied-To in G5:
@anabelanogs

Top Replied-To in G9:
@3r1ng
@durocyann
@benborges_

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@corvomecanique
@ivan30394639
@allhoff_joachim
@jacomyma
@tantlab
@fortext_catma
@verukita1
@iff_or
@seinecle

Top Mentioned in G1:
@gephi
@fortext_catma
@mesirii
@rotnroll666
@jwyg
@jacomyma
@bb_liliana
@firstdraftnews
@logisima
@felwert

Top Mentioned in G2:
@allhoff_joachim
@gephi
@jacomyma
@tantlab
@seinecle
@jnursiyono
@barripdmx
@congosto
@followlori
@cohnaofficial

Top Mentioned in G3:
@midianinja
@felipeneto
@fiscaldoibama
@guajajarasonia
@apiboficial
@greenpeacebr
@socioambiental
@climainfonews
@obsclima
@cynaramenezes

Top Mentioned in G4:
@corvomecanique

Top Mentioned in G5:
@activithink
@huhuzgz
@imation4430
@perbea123
@leikoleo
@elblogdeemilio
@emiliobarredam
@recetaspueblo
@ancelernesto
@anabelanogs

Top Mentioned in G6:
@ivan30394639
@gephi
@banpangar
@secou
@ipvision_ve
@allhoff_joachim

Top Mentioned in G8:
@iff_or

Top Mentioned in G9:
@gephi
@gasca
@tweetarchivist
@documentnow
@languages2_0
@neo4j

Top Mentioned in G10:
@verukita1

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@cuchacucha
@didienazhar
@pymesunidases
@discovertech3
@djangobot_
@fabriciosx
@lemondefr
@mfrancia98
@cynaramenezes

Top Tweeters in G1:
@v_i_o_l_a
@snurb_dot_info
@fdmhildesheim
@rotnroll666
@adrianco
@silvertje
@air_landscape_x
@digtalhumanatee
@fubits
@rmdes_

Top Tweeters in G2:
@chidambara09
@fabriciosx
@pythonexpertbot
@barripdmx
@jwiechers
@psychemedia
@followlori
@neuroconscience
@openscitalk
@luca

Top Tweeters in G3:
@cynaramenezes
@leilagermano
@midianinja
@manueladavila
@marcelofreixo
@crisvector
@greenpeacebr
@fiscaldoibama
@socioambiental
@obsclima

Top Tweeters in G4:
@cuchacucha
@mfrancia98
@lewismweir
@marquesdecotiza
@juanmespina
@villapaolaa
@corvomecanique
@elportaldelodio
@stone1_0
@nomolestar2020

Top Tweeters in G5:
@pymesunidases
@rcdeinteres
@albertoalcocer
@huhuzgz
@perbea123
@leikoleo
@activithink
@imation4430
@arcatalan
@anabelanogs

Top Tweeters in G6:
@discovertech3
@djangobot_
@rdsweb
@jayeshmthakur
@realcrusader84
@akawombat42
@eshansinha15
@actorexpose
@secou
@ipvision_ve

Top Tweeters in G7:
@vanuatugis
@doriantaylor
@alexisolivo
@fcbosque
@tarciziosilva
@erinannmcc
@incognymous_
@amirulhakimja
@__osint__
@aindinoise

Top Tweeters in G8:
@xenocryptsite
@transitionswpz
@djbender
@jakedockter
@jimbriggs3
@iff_or
@shadyproject
@joewasserman
@the_mckern

Top Tweeters in G9:
@neo4j
@durocyann
@3r1ng
@languages2_0
@gasca
@documentnow
@benborges_
@tweetarchivist

Top Tweeters in G10:
@teoriantropolog
@bourdieubot
@hashtagmarketi7
@jlarrosa
@hegilr
@juanferjauregui
@chonguivity
@verukita1