gephi, Twitter, 8/3/2021 5:46:07 AM, 259459


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gephi_2021-08-02_17-42-45.xlsx
gephi_2021-08-02_17-42-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 03, 2021
Short Description:
gephi via NodeXL https://bit.ly/3fpOKKJ
@gephi
@allhoff_joachim
@jacomyma
@mihkal
@chidambara09
@verukita1
@benborges_
@opensource_orgs
@docassar
@libbyinphilly

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

Description:
Description
The graph represents a network of 283 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, 03 August 2021 at 00:43 UTC.

The requested start date was Tuesday, 03 August 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, 12-hour, 19-minute period from Tuesday, 20 July 2021 at 00:12 UTC to Sunday, 01 August 2021 at 12:32 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 : 283
Unique Edges : 292
Edges With Duplicates : 510
Total Edges : 802
Number of Edge Types : 5
Retweet : 154
MentionsInRetweet : 299
Replies to : 70
Mentions : 231
Tweet : 48
Self-Loops : 65
Reciprocated Vertex Pair Ratio : 0.087719298245614
Reciprocated Edge Ratio : 0.161290322580645
Connected Components : 46
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 152
Maximum Edges in a Connected Component : 654
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.003193
Graph Density : 0.00543818760494198
Modularity : 0.438992
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 283 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, 03 August 2021 at 00:43 UTC.

The requested start date was Tuesday, 03 August 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, 12-hour, 19-minute period from Tuesday, 20 July 2021 at 00:12 UTC to Sunday, 01 August 2021 at 12:32 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:
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259066
[9] https://gephi.wordpress.com/2021/07/19/gephi-road-map-summer-2021/
[9] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[4] https://gephi.org/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258843
[3] http://programming4humanists.tamu.edu/registration/
[3] https://www.facebook.com/CUHKLibraries/posts/4413802085307148
[3] https://twitter.com/Gephi/status/1417126624538005515
[2] https://github.com/twintproject/twint
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DOuqwQWICAPo%26ab_channel%3DMathieuJacomy&q=EgS4SO-bGIuioogGIhCN9xtgYIMUZdX1pl492xQhMgFy

Top URLs in Tweet in G1:
[6] https://gephi.wordpress.com/2021/07/19/gephi-road-map-summer-2021/
[1] https://twitter.com/DataVizSociety/status/1420075865732534272
[1] https://twitter.com/seinecle/status/1418209429929873409
[1] https://test.nocodefunctions.com/
[1] https://github.com/twintproject/twint
[1] https://github.com/JustAnotherArchivist/snscrape
[1] https://app.vosviewer.com/docs/file-types/json-file-type/
[1] https://gephi.org/
[1] https://twitter.com/Gephi/status/1417126624538005515

Top URLs in Tweet in G2:
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259066
[9] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258843
[2] http://labs.polsys.net/tools/tumblr/
[2] https://gephi.wordpress.com/2021/07/19/gephi-road-map-summer-2021/
[1] https://www.tokopedia.com/rumahaksara-1/analisis-jaringan-media-sosial-dasar-dasar-aplikasi-metode-jaringan

Top URLs in Tweet in G4:
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DOuqwQWICAPo%26ab_channel%3DMathieuJacomy&q=EgS4SO-bGIuioogGIhCN9xtgYIMUZdX1pl492xQhMgFy
[1] https://drive.google.com/file/d/1Zlsmr01LNS8rvL9TPHK2pVwS0HQSgRBT/view?usp=sharing

Top URLs in Tweet in G5:
[1] https://twitter.com/Gephi/status/1417126624538005515
[1] https://twitter.com/jacomyma/status/1417127595104247808
[1] https://twitter.com/wmkenkel/status/1417267378572955652
[1] https://twitter.com/Gephi/status/1417124808295395342
[1] https://seinecle.github.io/gephi-tutorials/
[1] https://audiense.com/
[1] https://gephi.org/
[1] https://smrfoundation.org/nodexl/
[1] https://socioviz.net/

Top URLs in Tweet in G6:
[1] https://gephi.wordpress.com/2021/07/19/gephi-road-map-summer-2021/
[1] https://twitter.com/Gephi/status/1417126624538005515
[1] https://gephi.wordpress.com/2019/02/02/exploring-the-dystopian-future-of-a-javascript-gephi/
[1] https://pure.hva.nl/ws/portalfiles/portal/6815117/Good_Data.pdf#page=280
[1] https://holoviz.org/tutorial/Basic_Plotting.html
[1] https://docs.openrefine.org/manual/running#reusing-operations

Top URLs in Tweet in G7:
[1] https://twitter.com/rvawonk/status/1420107514855804930
[1] https://github.com/DocNow/twarc
[1] https://github.com/twintproject/twint

Top URLs in Tweet in G9:
[2] https://twitter.com/mdrechsler/status/785032052655714304?s=20
[2] https://dzone.com/articles/analyzing-relationships-in-game-of-thrones-with-ne
[1] https://twitter.com/gogeometry/status/763866868960690176
[1] http://maps.gargantext.org/maps/coronavirus/
[1] http://www.erwanlenagard.com/general/tutoriel-suivre-et-modeliser-une-conversation-sur-twitter-en-temps-reel-1157

Top URLs in Tweet in G10:
[1] https://gephi.org/plugins/#/plugin/sigmaexporter

Top Domains
Top Domains in Tweet in Entire Graph:
[24] nodexlgraphgallery.org
[19] wordpress.com
[14] twitter.com
[5] gephi.org
[4] github.com
[3] google.com
[3] tamu.edu
[3] facebook.com
[2] github.io
[2] dzone.com

Top Domains in Tweet in G1:
[6] wordpress.com
[3] twitter.com
[2] github.com
[1] nocodefunctions.com
[1] vosviewer.com
[1] gephi.org

Top Domains in Tweet in G2:
[24] nodexlgraphgallery.org
[11] wordpress.com
[2] polsys.net
[1] tokopedia.com

Top Domains in Tweet in G4:
[3] google.com

Top Domains in Tweet in G5:
[4] twitter.com
[1] github.io
[1] audiense.com
[1] gephi.org
[1] smrfoundation.org
[1] socioviz.net

Top Domains in Tweet in G6:
[2] wordpress.com
[1] twitter.com
[1] hva.nl
[1] holoviz.org
[1] openrefine.org

Top Domains in Tweet in G7:
[2] github.com
[1] twitter.com

Top Domains in Tweet in G9:
[3] twitter.com
[2] dzone.com
[1] gargantext.org
[1] erwanlenagard.com

Top Domains in Tweet in G10:
[1] gephi.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[54] nodexl
[49] gephi
[45] mediaresearchinstitute
[42] twitterresearchproject
[18] socialnetworkanalysis
[17] datascience
[15] sna
[11] dataviz
[10] rstats
[9] openscience



Top Hashtags in Tweet in G1:
[2] graphs
[2] java
[1] network
[1] analyser
[1] dataviz
[1] datascience
[1] datascientist
[1] datastructures
[1] s4
[1] bibliometrics

Top Hashtags in Tweet in G2:
[50] nodexl
[45] mediaresearchinstitute
[42] twitterresearchproject
[37] gephi
[18] socialnetworkanalysis
[16] datascience
[10] rstats
[9] openscience
[8] socialmedia
[8] sna

Top Hashtags in Tweet in G4:
[4] nodexl
[4] gephi
[4] sna
[4] dataviz
[1] twitter

Top Hashtags in Tweet in G5:
[2] gephi
[1] networkvis
[1] logictheory
[1] spaceisthemachine
[1] spacesyntax
[1] mortoamonongah
[1] nodesandedges
[1] bibliometrics
[1] سعوديون_في_بريطانيا
[1] البحث_العلمي

Top Hashtags in Tweet in G7:
[1] gephi
[1] osint
[1] ai
[1] enterprisetwitterapi

Top Hashtags in Tweet in G9:
[4] opensource
[2] nebulagraph
[2] networkx
[2] gephi
[2] visualization
[2] software
[2] mindmap
[1] graphdatabase
[1] dataanalytics

Top Words
Top Words in Tweet in Entire Graph:
[216] gephi
[57] allhoff_joachim
[54] #nodexl
[49] #gephi
[45] #mediaresearchinstitute
[42] #twitterresearchproject
[40] nodexl
[40] 2021
[38] code
[37] sustainability

Top Words in Tweet in G1:
[90] gephi
[27] 2021
[26] beliebtesten
[24] code
[24] sustainability
[23] online
[22] organizing
[22] retreat
[22] around
[22] mid

Top Words in Tweet in G2:
[57] allhoff_joachim
[50] #nodexl
[45] #mediaresearchinstitute
[42] #twitterresearchproject
[37] #gephi
[32] nodexl
[32] michaelbathurst
[26] hashtagmarketi7
[26] tutormentorteam
[25] tweets

Top Words in Tweet in G3:
[2] midianinja
[2] gephi

Top Words in Tweet in G4:
[6] summer
[5] 2021
[5] gephi
[4] verukita1
[4] second
[4] day
[4] school
[4] social
[4] networks
[4] marc_smith

Top Words in Tweet in G5:
[14] gephi
[4] شبکه
[4] اجتماعی
[3] software
[3] و
[3] های
[3] تحلیل
[3] با
[2] myself
[2] #gephi

Top Words in Tweet in G6:
[25] gephi
[14] jacomyma
[13] code
[12] sustainability
[12] retreat
[12] copenhagen
[11] start
[11] getting
[11] back
[11] tracks

Top Words in Tweet in G7:
[7] nodes
[7] edges
[7] influencer
[7] sketch
[7] acct
[7] sally53847843
[7] nine
[7] hundred
[7] forty
[7] seven

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:
[11] gephi
[6] jmcognet
[5] let's
[5] fun
[5] access
[5] nebula
[5] graph
[5] networkx
[5] use
[5] visualize

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[39] #mediaresearchinstitute,#twitterresearchproject
[35] allhoff_joachim,#mediaresearchinstitute
[35] code,sustainability
[35] sustainability,retreat
[26] hashtagmarketi7,tutormentorteam
[26] tutormentorteam,michaelbathurst
[25] nodexl,hashtagmarketi7
[24] organizing,code
[24] retreat,gephi
[24] gephi,around

Top Word Pairs in Tweet in G1:
[22] organizing,code
[22] code,sustainability
[22] sustainability,retreat
[22] retreat,gephi
[22] gephi,around
[22] around,mid
[22] mid,november
[22] november,2021
[22] 2021,mixed
[22] mixed,online

Top Word Pairs in Tweet in G2:
[39] #mediaresearchinstitute,#twitterresearchproject
[35] allhoff_joachim,#mediaresearchinstitute
[26] hashtagmarketi7,tutormentorteam
[26] tutormentorteam,michaelbathurst
[25] nodexl,hashtagmarketi7
[22] michaelbathurst,nodexlacademy
[21] #nodexl,nodexl
[17] worldwide,tweets
[13] segregated,groups
[13] groups,positive

Top Word Pairs in Tweet in G4:
[4] verukita1,second
[4] second,day
[4] day,summer
[4] summer,school
[4] school,2021
[4] 2021,social
[4] social,networks
[4] networks,marc_smith
[4] marc_smith,#nodexl
[4] #nodexl,#gephi

Top Word Pairs in Tweet in G5:
[3] شبکه,های
[3] های,اجتماعی
[3] تحلیل,شبکه
[3] اجتماعی,با
[2] با,نرم

Top Word Pairs in Tweet in G6:
[12] code,sustainability
[12] sustainability,retreat
[11] start,getting
[11] getting,gephi
[11] gephi,back
[11] back,tracks
[11] tracks,code
[11] retreat,hosted
[11] hosted,tantlab
[11] tantlab,copenhagen

Top Word Pairs in Tweet in G7:
[7] nodes,edges
[7] edges,influencer
[7] influencer,sketch
[7] sketch,acct
[7] acct,sally53847843
[7] sally53847843,nine
[7] nine,hundred
[7] hundred,forty
[7] forty,seven
[7] seven,times

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:
[5] let's,fun
[5] fun,access
[5] access,nebula
[5] nebula,graph
[5] graph,networkx
[5] networkx,use
[5] use,gephi
[5] gephi,visualize
[5] visualize,complex
[5] complex,character

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

Top Replied-To in G1:
@seinecle
@diaz_natanel
@gephi
@wajdi_bs
@ludowaltman
@noduslabs

Top Replied-To in G2:
@docassar
@allhoff_joachim
@salhaj

Top Replied-To in G3:
@arcelinobsilva
@naotenhocredito

Top Replied-To in G4:
@queenofpeat

Top Replied-To in G6:
@psychemedia
@jacomyma

Top Replied-To in G7:
@3r1ng
@benborges_

Top Replied-To in G9:
@mjjk_matt
@mdrechsler

Top Replied-To in G10:
@otago

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@allhoff_joachim
@hashtagmarketi7
@tutormentorteam
@michaelbathurst
@nodexlacademy
@jacomyma
@chidambara09
@verukita1
@reutsmichael1

Top Mentioned in G1:
@gephi
@fortext_catma
@quingke
@neesjanvaneck
@barbaralancho
@elijah_meeks
@moritz_stefaner
@mesirii
@rotnroll666
@anvaka

Top Mentioned in G2:
@allhoff_joachim
@hashtagmarketi7
@tutormentorteam
@michaelbathurst
@nodexlacademy
@chidambara09
@reutsmichael1
@salhaj
@docassar
@verukita1

Top Mentioned in G3:
@midianinja
@gatodeluta
@marcelofreixo
@crisvector
@guilhermeboulos
@apagaodosapps
@erikakhilton
@mylaura_m
@zepacha
@manueladavila

Top Mentioned in G4:
@verukita1
@marc_smith
@gephi
@jacomyma
@uni_newcastle
@mihkal
@whoresofyore
@wildlifetrusts
@siberian_times
@totalcristiano

Top Mentioned in G6:
@tantlab
@jacomyma
@gephi

Top Mentioned in G7:
@libbyinphilly
@gasca
@gephi
@tweetarchivist
@documentnow

Top Mentioned in G8:
@iff_or

Top Mentioned in G9:
@jmcognet
@jeancayeux
@bertrand__lb
@nebulagraph
@mdrechsler
@mjjk_matt

Top Mentioned in G10:
@welikumbura
@rnarkhoppus
@computermacgyve
@oiioxford

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@didienazhar
@estadao
@prissguerrero1
@kas_stoner
@cynaramenezes
@pythonexpertbot
@mdrechsler
@judetomyfriends
@opensource_orgs

Top Tweeters in G1:
@v_i_o_l_a
@fdmhildesheim
@followlori
@rotnroll666
@digtalhumanatee
@stabihh
@innostudy
@sebdraven
@abrightmoore
@dhbbaw

Top Tweeters in G2:
@chidambara09
@didienazhar
@pythonexpertbot
@salhaj
@michaelbathurst
@machine_ml
@nvsdata
@brainroaring
@sdgsbot
@openscitalk

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

Top Tweeters in G4:
@whoresofyore
@wildlifetrusts
@sbrm7ii
@was3210
@irish_peat
@rmadridengineer
@marc_smith
@mihkal
@totalcristiano
@iucnpeat

Top Tweeters in G5:
@aleebrahim
@tforcworc
@prenadamedia2
@tarciziosilva
@maryamhalyahya
@kevinlgooding
@tehranunis
@amirulhakimja
@epi_net
@__osint__

Top Tweeters in G6:
@psychemedia
@luca
@openp2pdesign
@derguenther
@espejolento
@jannajoceli
@jacomyma
@stefan_laser_
@tantlab
@d_stoltenberg

Top Tweeters in G7:
@kas_stoner
@jayeshmthakur
@activisthat_
@3r1ng
@libbyinphilly
@k3ykur0n0
@n3rdgal
@gasca
@documentnow
@benborges_

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

Top Tweeters in G9:
@mdrechsler
@opensource_orgs
@mjjk_matt
@jeancayeux
@nebulagraph
@jmcognet
@bertrand__lb

Top Tweeters in G10:
@sanjanah
@welikumbura
@rnarkhoppus
@otago
@oiioxford
@computermacgyve


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