gephi, Twitter, 7/28/2020 1:52:48 AM, 231207


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gephi_2020-07-27_18-28-51.xlsx
gephi_2020-07-27_18-28-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 28, 2020
Short Description:
gephi via NodeXL https://bit.ly/2P1uvpg
@gephi
@umblaetterer
@docassar
@jacomyma
@allhoff_joachim
@congosto
@julianmaciast
@jellevanlottum
@cardejalo
@cbardiot

Top hashtags:
#dh2020
#gephi
#twitterresearchproject
#acmht20
#voc
#cultureanalytics
#networks
#nodexl

Description:
Description
The graph represents a network of 254 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, 28 July 2020 at 01:29 UTC.

The requested start date was Tuesday, 28 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 8-hour, 45-minute period from Tuesday, 14 July 2020 at 09:27 UTC to Monday, 27 July 2020 at 18:12 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 : 254
Unique Edges : 170
Edges With Duplicates : 308
Total Edges : 478
Number of Edge Types : 5
Mentions : 166
Replies to : 57
Tweet : 42
Retweet : 91
MentionsInRetweet : 122
Self-Loops : 45
Reciprocated Vertex Pair Ratio : 0.066147859922179
Reciprocated Edge Ratio : 0.124087591240876
Connected Components : 52
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 96
Maximum Edges in a Connected Component : 279
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.963469
Graph Density : 0.004263795088855
Modularity : 0.516746
NodeXL Version : 1.0.1.438
Data Import : The graph represents a network of 254 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, 28 July 2020 at 01:29 UTC.

The requested start date was Tuesday, 28 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 8-hour, 45-minute period from Tuesday, 14 July 2020 at 09:27 UTC to Monday, 27 July 2020 at 18:12 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:
[6] https://www.shoantel.com/proj/acm-ht/2019/index.html#The%20Flag%20Taxonomy%20of%20Open%20Hypermedia%20Systems
[5] https://www.youtube.com/watch?v=DMOWhqp6lHQ&feature=youtu.be

[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230907
[2] https://gephi.org/
[2] https://jg-webmarketing.com/marketing-digital/maitriser-gephi-pour-affiner-votre-maillage-interne/
[2] http://www.udemy.com/lectures/gephi-109203?refCode=SlFTAgEMAT5eH2IlTFhXLV02SiU4FiEYaUt/GRkJGgRgPn4NFloQH1hHXgM8BQEbc0ttCAknJRoDMn8TOwoPGwA5Zg0CLDcfWCFzAxYsRBl0Nk4lL1MUCWkhfhAsCg8aXQdqJBkKJyhWThZjQkANGUIWWQgKQE9uAEcecFZRV2ATHkooAjYMPFRREWMCBxY4RAFObAANASVXGkggGgsaIhNfCTUNDREpE0kJCAM0ARVmH1gNAzQAFgM1RRs5UxkuXyJeIyk0Hyh5JVIbPVMALgIhWxsDDh8VaSFbI1xWHG5M&utm_source=sendgrid.com&utm_medium=email&utm_campaign=email
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230604
[2] http://snv.abcxyz.de:5252/sihum.html
[2] https://fotografie2014.wordpress.com/twitter/
[2] https://elpais.com/tecnologia/2020-05-20/yo-fui-un-bot-las-confesiones-de-un-agente-dedicado-al-engano-en-twitter.html

Top URLs in Tweet in G1:
[1] https://weltliteratur.net/tools-mentioned-in-dh2020-abstracts/

Top URLs in Tweet in G2:
[5] https://www.youtube.com/watch?v=DMOWhqp6lHQ&feature=youtu.be

[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230907
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230604
[2] https://fotografie2014.wordpress.com/twitter/
[1] https://twitter.com/JulianMaciasT/status/1278042506400272385
[1] https://www.youtube.com/watch?v=YM_37z_uURM&feature=youtu.be

[1] https://www.youtube.com/watch?v=0LqY8OfSsKE&feature=youtu.be

[1] https://github.com/CultureAnalytics/DH2020

Top URLs in Tweet in G3:
[2] https://twitter.com/jellevanlottum/status/1283128296717332481/
[1] https://dam.io/gephi-web-viewer-prototype/index.html
[1] https://twitter.com/jellevanlottum/status/1283026299578195969
[1] https://hvnf.nl/
[1] http://www.mpaginae.nl/#naamlijsten
[1] https://www.researchgate.net/figure/Gephi-network-visualisation-of-the-TBI-community_fig4_321688156

Top URLs in Tweet in G5:
[2] http://snv.abcxyz.de:5252/sihum.html
[2] https://jg-webmarketing.com/marketing-digital/maitriser-gephi-pour-affiner-votre-maillage-interne/
[1] https://twitter.com/sharlagelfand/status/1282783913002373121
[1] https://gephi.org/
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Flarge-graph-visualization-tools-and-approaches-2b8758a1cd59
[1] https://www.eventbrite.com/e/introduction-to-network-analysis-tickets-110199329160

Top URLs in Tweet in G7:
[1] http://Cocon.se
[1] https://www.blogdumoderateur.com/outils-seo-recommandes-referenceurs/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[22] dh2020
[11] gephi
[7] twitterresearchproject
[7] acmht20
[6] voc
[6] cultureanalytics
[6] networks
[4] nodexl
[3] datascience
[3] argentinaapoyaabolsonaro



Top Hashtags in Tweet in G1:
[21] dh2020
[1] word2vec
[1] tesseract
[1] mallet

Top Hashtags in Tweet in G2:
[7] twitterresearchproject
[6] cultureanalytics
[6] networks
[4] gephi
[4] nodexl
[3] datascience
[3] argentinaapoyaabolsonaro
[2] newworldorder
[1] trp
[1] acmht20

Top Hashtags in Tweet in G3:
[5] voc
[1] amsterdam
[1] delft
[1] hoorn
[1] enkhuizen
[1] rotterdam
[1] middelburg
[1] twitterstorians
[1] digitalhumanities

Top Hashtags in Tweet in G5:
[5] gephi
[2] smbtelkom
[2] telkomuniveristy
[2] telutizen
[2] dataviz
[2] ddj
[2] bernardamus
[2] sna
[1] roamcult
[1] neo4j

Top Hashtags in Tweet in G10:
[1] thebarn
[1] propornot
[1] integrityinitiative
[1] atlanticcouncil

Top Words
Top Words in Tweet in Entire Graph:
[153] gephi
[29] network
[28] more
[26] data
[25] using
[23] tools
[22] #dh2020
[21] 14
[21] digital
[21] research

Top Words in Tweet in G1:
[21] 14
[21] digital
[21] research
[21] tools
[21] mentioned
[21] more
[21] one
[21] 475
[21] #dh2020
[21] abstracts

Top Words in Tweet in G2:
[22] gephi
[15] jacomyma
[9] julianmaciast
[8] docassar
[7] allhoff_joachim
[7] #twitterresearchproject
[7] online
[6] barripdmx
[6] workshop
[6] #cultureanalytics

Top Words in Tweet in G3:
[31] gephi
[18] using
[13] network
[11] visualisation
[10] jellevanlottum
[9] graph
[8] tristo_talk
[6] sigma
[6] lissbee_cpsp
[5] data

Top Words in Tweet in G4:
[4] fait
[4] mais
[4] gephi
[3] là
[3] comme
[3] ça
[3] j'ai
[2] non
[2] plein
[2] être

Top Words in Tweet in G5:
[13] gephi
[7] data
[6] network
[5] #gephi
[4] analysis
[4] program
[4] aplikasi
[4] digunakan
[4] orange
[4] rstudio

Top Words in Tweet in G6:
[11] gephi
[8] grafo
[7] señor
[7] aclasnetguor
[7] alguien
[7] publicó
[7] descubrió
[7] nuestro
[7] plan
[7] destabilización

Top Words in Tweet in G7:
[20] seo
[10] 12
[10] outils
[10] recommandés
[10] par
[10] référenceurs
[10] 2020
[10] screaming
[10] frog
[10] majestic

Top Words in Tweet in G9:
[2] alteryx

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] 14,digital
[21] digital,research
[21] research,tools
[21] tools,mentioned
[21] mentioned,more
[21] more,one
[21] one,475
[21] 475,#dh2020
[21] #dh2020,abstracts
[21] abstracts,summary

Top Word Pairs in Tweet in G1:
[21] 14,digital
[21] digital,research
[21] research,tools
[21] tools,mentioned
[21] mentioned,more
[21] more,one
[21] one,475
[21] 475,#dh2020
[21] #dh2020,abstracts
[21] abstracts,summary

Top Word Pairs in Tweet in G2:
[6] online,workshop
[6] workshop,#cultureanalytics
[6] #cultureanalytics,group
[6] group,#networks
[6] #networks,jacomyma
[6] jacomyma,today
[6] today,5pm
[6] 5pm,paris
[6] paris,time
[6] time,registrations

Top Word Pairs in Tweet in G3:
[8] using,gephi
[7] network,graph
[5] more,easy
[5] easy,'reading'
[5] 'reading',here's
[5] here's,same
[5] same,network
[5] graph,#voc's
[5] #voc's,hinterland
[5] hinterland,18th

Top Word Pairs in Tweet in G4:
[2] comme,ça
[2] gephi,twarc
[2] benoitsete,a_1_0_2
[2] a_1_0_2,etiennelantier2
[2] etiennelantier2,karl_peter_abel
[2] karl_peter_abel,humb_ang
[2] humb_ang,chlamydia0
[2] chlamydia0,na67882206
[2] na67882206,cnil

Top Word Pairs in Tweet in G5:
[4] network,analysis
[4] program,aplikasi
[4] gephi,orange
[4] orange,rstudio
[4] rstudio,weka
[3] aplikasi,yang
[3] yang,digunakan
[3] digunakan,gephi
[3] weka,xampp
[3] edraw,max

Top Word Pairs in Tweet in G6:
[7] señor,aclasnetguor
[7] aclasnetguor,alguien
[7] alguien,publicó
[7] publicó,grafo
[7] grafo,gephi
[7] gephi,descubrió
[7] descubrió,nuestro
[7] nuestro,plan
[7] plan,destabilización
[7] destabilización,social

Top Word Pairs in Tweet in G7:
[10] 12,outils
[10] outils,seo
[10] seo,recommandés
[10] recommandés,par
[10] par,référenceurs
[10] référenceurs,2020
[10] 2020,screaming
[10] screaming,frog
[10] frog,majestic
[10] majestic,seo

Top Replied-To
Top Replied-To in Entire Graph:
@carlosnigredo
@berenicedomo
@jellevanlottum
@garciaart3
@sneuperdokkum
@tristo_talk
@benoitsete
@xlegica
@nosoytuamorcito
@omarjijod

Top Replied-To in G2:
@dam_io

Top Replied-To in G3:
@jellevanlottum
@sneuperdokkum
@tristo_talk
@mlheslop
@shortorian
@jacomyma
@edward_the6
@gephi
@s_palm
@bronwynhemsley

Top Replied-To in G4:
@benoitsete
@boumbo06
@nicolasvdrines1

Top Replied-To in G6:
@nosoytuamorcito
@omarjijod
@100tificodatos

Top Replied-To in G8:
@xlegica

Top Replied-To in G9:
@priyankadobhal_

Top Replied-To in G10:
@lias814

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@umblaetterer
@jacomyma
@chanperco
@julianmaciast
@pollitaconpapos
@nodexl
@d3js_org
@allhoff_joachim
@leogarciamx

Top Mentioned in G1:
@umblaetterer
@spacy_io
@gephi
@nltk_org
@voyanttools
@drupal
@googlemaps
@arcgisonline
@cytoscape
@neo4j

Top Mentioned in G2:
@jacomyma
@julianmaciast
@allhoff_joachim
@gephi
@barripdmx
@docassar
@cbardiot
@pulsetuit
@ifeanyidiaye
@lorandbodo

Top Mentioned in G3:
@gephi
@jellevanlottum
@tristo_talk
@lissbee_cpsp
@arcgispro
@bronwynhemsley
@s_palm
@dam_io
@yomguithereal
@bendobrown

Top Mentioned in G4:
@a_1_0_2
@etiennelantier2
@karl_peter_abel
@humb_ang
@chlamydia0
@na67882206
@cnil
@defakator_off
@asclepios_yt
@mcbugzslain

Top Mentioned in G5:

Top Mentioned in G6:
@leogarciamx
@d10n35

Top Mentioned in G7:
@chanperco
@blogmoderateur

Top Mentioned in G8:
@masonnystrom
@uniswapprotocol
@kybernetwork
@compoundfinance
@consensyscodefi
@messaricrypto

Top Mentioned in G9:
@s0_s0w
@datasaurus_rex
@tableaupublic
@tableau
@trimydata
@charliehtableau

Top Mentioned in G10:
@charlie_tribute
@tempieton_peck
@chrisadams66
@supremeslaya
@sonofslum

Top Tweeters
Top Tweeters in Entire Graph:
@ks7000
@rstatstweet
@almajefi
@readywriting
@victor_ruiz
@lucianowuzu
@chanperco
@weickmann
@ereccio
@s_palm

Top Tweeters in G1:
@readywriting
@googlemaps
@neo4j
@stabihh
@dhbbaw
@ursa_minor_
@espejolento
@d_kandeh
@umblaetterer
@webisblog

Top Tweeters in G2:
@rstatstweet
@lucianowuzu
@barripdmx
@corazon7774
@datasciencebot_
@mejiaantonio731
@aleebrahim
@r
@awanauta
@christof77

Top Tweeters in G3:
@s_palm
@bronwynhemsley
@rolandbouman
@sneuperdokkum
@lissbee_cpsp
@maritiemportal
@nrauhauser
@emilevanmarle
@leannetogher
@bothumdig

Top Tweeters in G4:
@a_1_0_2
@etiennelantier2
@philippefroguel
@luppsala
@karl_peter_abel
@benoitsete
@asclepios_yt
@humb_ang
@alexand64744343
@cnil

Top Tweeters in G5:
@firipinbanana
@thomasconnors
@hidupngeluh
@vdeviva
@seinecle
@kesterratcliff
@murandpi
@oliveiramoniwho
@ucrlibrary
@aikoloks

Top Tweeters in G6:
@krlitobrigante
@leogarciamx
@rufinocasal
@gracorabvi
@corenmcdrac
@ivansol92
@kristozab
@nosoytuamorcito
@d10n35
@omarjijod

Top Tweeters in G7:
@chanperco
@weickmann
@fraguyard
@blogmoderateur
@apa_85
@dentsu_france
@amandinecq
@yannhaon
@abdel0k
@rattana_web

Top Tweeters in G8:
@messaricrypto
@kybernetwork
@uniswapprotocol
@masonnystrom
@compoundfinance
@consensyscodefi
@sui414
@xlegica

Top Tweeters in G9:
@tableau
@trimydata
@charliehtableau
@tableaupublic
@s0_s0w
@priyankadobhal_
@datasaurus_rex
@evethomas1

Top Tweeters in G10:
@lias814
@slren_
@charlie_tribute
@chrisadams66
@tempieton_peck
@supremeslaya
@sonofslum


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