gephi, Twitter, 6/9/2020 3:41:04 AM, 228977


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gephi_2020-06-08_18-28-51.xlsx
gephi_2020-06-08_18-28-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 09, 2020
Short Description:
gephi via NodeXL https://bit.ly/30noI4n
@gephi
@mihkal
@g_sylvestre
@totetmatt
@ifeanyidiaye
@jyotiranjanhota
@cardejalo
@devironl
@bendobrown
@talkwalker

Top hashtags:
#gephi
#bcom4933_sp2020
#twitter
#twitterstreamingimporter
#stopcovid
#sentiment
#immuniapp

Description:
Description
The graph represents a network of 318 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, 09 June 2020 at 01:28 UTC.

The requested start date was Tuesday, 09 June 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, 21-hour, 35-minute period from Tuesday, 26 May 2020 at 01:31 UTC to Monday, 08 June 2020 at 23:07 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 : 318
Unique Edges : 293
Edges With Duplicates : 534
Total Edges : 827
Number of Edge Types : 5
Replies to : 111
Mentions : 362
Retweet : 99
MentionsInRetweet : 211
Tweet : 44
Self-Loops : 45
Reciprocated Vertex Pair Ratio : 0.0743405275779376
Reciprocated Edge Ratio : 0.138392857142857
Connected Components : 70
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 116
Maximum Edges in a Connected Component : 511
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.003491
Graph Density : 0.004444179909926
Modularity : 0.475537
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 318 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, 09 June 2020 at 01:28 UTC.

The requested start date was Tuesday, 09 June 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, 21-hour, 35-minute period from Tuesday, 26 May 2020 at 01:31 UTC to Monday, 08 June 2020 at 23:07 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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228682
[4] https://codemishmash.wordpress.com/2020/06/08/gephi-usecases-twitter-data-analysis-and-accessing-on-web/
[4] https://www.youtube.com/watch?v=WPDEcnUYkT4&feature=youtu.be

[3] https://gephi.org/
[3] http://gephi.org
[2] https://fotografie2014.wordpress.com/twitter/
[2] https://benjaminstrick.com/how-i-scrape-and-analyse-twitter-networks/
[1] https://codemishmash.wordpress.com/2020/06/07/gephi-a-graph-visualization-tool/
[1] http://gephi.org/
[1] https://github.com/gephi/gephi/issues/1787

Top URLs in Tweet in G1:
[2] https://benjaminstrick.com/how-i-scrape-and-analyse-twitter-networks/
[1] http://miriamposner.com/dh101f15/index.php/creating-a-network-graph-with-gephi/
[1] https://twitter.com/lecasellas/status/1127518851711885312?s=19
[1] https://twitter.com/lecasellas/status/1127542054085648384?s=19
[1] https://twitter.com/ArxiuToday/status/1126396769238228992?s=19
[1] https://medium.com/nightingale/https-medium-com-data-visualization-society-wedding-data-viz-36e7b9f4787f

Top URLs in Tweet in G2:
[1] http://chorusanalytics.co.uk/manuals/Tweetcatcher%20user%20guide_v1.3.x.pdf
[1] https://gephi.org/users/download/

Top URLs in Tweet in G3:
[1] https://www.bellingcat.com/news/2020/05/05/uncovering-a-pro-chinese-government-information-operation-on-twitter-and-facebook-analysis-of-the-milesguo-bot-network/
[1] https://lucahammer.com/2020/02/26/intel-i5-4670k-vs-ryzen-r9-3900x-gephi-pandas-and-python/
[1] https://twitter.com/jkbren/status/1266068672805814273
[1] https://drive.google.com/file/d/1Hjjq9LBxcS_RydHQOvpK47YZH-4EIEcG/view?usp=sharing
[1] https://dhs.stanford.edu/gephi-workshop/twitter-network-gallery/
[1] https://github.com/seinecle/gephi-tutorials/commits/master
[1] https://github.com/gephi/gephi/issues/1787
[1] https://twitter.com/katatrepsis/status/1268905665063383040
[1] https://gephi.org/
[1] http://gephi.org/

Top URLs in Tweet in G4:
[1] https://www.twitch.tv/gephi_live/
[1] https://lucahammer.com/2019/11/05/creating-a-retweet-network-for-gephi-from-a-local-file-with-python/

Top URLs in Tweet in G6:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228682
[1] http://www.youtube.com/
[1] https://drive.google.com/file/d/1UwIxSODzyhdTxJavi382__HRnmKu7DX8/view?usp=sharing
[1] https://drive.google.com/file/d/12SX2vQVrHf3iBgP42KcmgQlGrLzXVoa6/view?usp=sharing

Top URLs in Tweet in G8:
[1] https://www.linkedin.com/slink?code=eGjJ-iE
[1] https://cartorezo.wordpress.com/2020/04/27/polemique-stopcovid-sur-twitter-un-debat-dexperts-ou-les-politiques-narrivent-pas-a-convaincre/

Top URLs in Tweet in G9:
[4] https://www.youtube.com/watch?v=WPDEcnUYkT4&feature=youtu.be

[3] http://gephi.org
[2] https://gephi.org/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[29] gephi
[17] bcom4933_sp2020
[15] twitter
[14] twitterstreamingimporter
[9] stopcovid
[8] sentiment
[8] immuniapp
[6] nodexl
[5] sdgs
[5] arxiusalcarrer



Top Hashtags in Tweet in G1:
[5] arxiusalcarrer
[4] twitter
[3] gephi
[2] twitterstreamingimporter
[2] 30diasdegraficos
[2] rstats
[2] scraping
[1] network
[1] socialmedia
[1] shumtech

Top Hashtags in Tweet in G2:
[8] sentiment
[8] immuniapp
[1] sna
[1] gephi

Top Hashtags in Tweet in G3:
[2] gephi
[2] nehnetresearch
[1] šílenýsoft
[1] jenpromě
[1] psychiatrie
[1] königsfelden
[1] oxa
[1] traumata
[1] angst
[1] drogenmafia

Top Hashtags in Tweet in G4:
[14] gephi
[12] twitterstreamingimporter
[9] twitter
[5] sdgs
[3] teasing
[1] socialmediaresearch

Top Hashtags in Tweet in G5:
[3] phdnet

Top Hashtags in Tweet in G6:
[4] nodexl
[3] bigdata
[3] ai
[2] gephi
[2] graphistry
[2] socioviznet
[2] innovation
[2] emergingtech
[1] iot
[1] digital

Top Hashtags in Tweet in G8:
[8] stopcovid
[5] cashinvestigation
[1] dataviz
[1] privacy
[1] frenchtech
[1] tracking
[1] rgpd
[1] smartcity

Top Hashtags in Tweet in G9:
[17] bcom4933_sp2020

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[47] gephi
[30] aniol
[27] twitter
[21] aac_gd
[21] guixols
[19] els
[18] amb
[18] perã
[16] tresorsdecartes
[15] pilar__campos

Top Words in Tweet in G2:
[13] borsamat
[8] #sentiment
[8] twitter
[8] #immuniapp
[8] nei
[8] principali
[8] temi
[8] cluster
[8] parole
[8] polemiche

Top Words in Tweet in G3:
[15] gephi
[6] twitter
[4] network
[3] research
[3] nodes
[3] students
[2] jar
[2] #gephi
[2] bem
[2] israeli

Top Words in Tweet in G4:
[14] #gephi
[13] totetmatt
[12] #twitterstreamingimporter
[12] plugin
[12] possible
[11] language
[11] filter
[10] use
[9] release
[9] know

Top Words in Tweet in G5:
[4] bjoernross
[3] caisnrw
[3] endlich
[3] heute
[3] setzen
[3] reihe
[3] digitalen
[3] methoden
[3] fort
[3] dr

Top Words in Tweet in G6:
[28] nodexl
[10] gephi
[10] mihkal
[10] bonniebaehr
[9] fmfrancoise
[8] docassar
[8] vivianfrancos
[7] socioviznet
[6] graphistry
[6] gmacscotland

Top Words in Tweet in G7:
[12] amelaaay
[12] uclouvain_be
[12] cental_ucl
[12] vincentblondel
[12] gephi
[10] marcelsel
[7] devironl
[5] choix
[5] été
[5] communautés

Top Words in Tweet in G8:
[13] analyse
[11] g_sylvestre
[8] échanges
[8] twitter
[8] l'application
[8] #stopcovid
[8] avril
[8] mai
[8] 2020
[8] cédric

Top Words in Tweet in G9:
[24] gephi
[17] #bcom4933_sp2020
[15] network
[8] used
[8] data
[7] software
[5] social
[5] nk1_ii
[5] open
[5] source

Top Word Pairs
Top Word Pairs in Tweet in G2:
[19] #sentiment,twitter
[19] twitter,#immuniapp
[18] #immuniapp,nei
[16] nei,principali
[12] principali,temi
[12] temi,cluster
[12] cluster,parole
[12] parole,polemiche
[12] polemiche,sull'immagine
[12] sull'immagine,donna

Top Word Pairs in Tweet in G3:

Top Word Pairs in Tweet in G4:
[] release,#gephi
[] #gephi,#twitterstreamingimporter
[] #twitterstreamingimporter,plugin
[] plugin,possible
[] possible,know
[] know,use
[] use,language
[] language,filter
[] filter,#twitter
[] totetmatt,release

Top Word Pairs in Tweet in G5:
[9] endlich,heute
[9] heute,setzen
[9] setzen,reihe
[9] reihe,digitalen
[9] digitalen,methoden
[9] methoden,fort
[9] fort,dr
[9] dr,bjoernross
[9] bjoernross,zeigt
[8] zeigt,#phdnet

Top Word Pairs in Tweet in G6:
[3] nodexl,mihkal
[3] mihkal,bonniebaehr
[3] nodexl,nodexl
[3] bonniebaehr,vivianfrancos
[3] gephi,graphistry
[3] graphistry,nodexl
[3] nodexl,socioviznet
[3] socioviznet,nodexl
[3] vivianfrancos,gmacscotland
[3] gmacscotland,smr_foundation

Top Word Pairs in Tweet in G7:
[10] amelaaay,uclouvain_be
[10] uclouvain_be,cental_ucl
[8] cental_ucl,vincentblondel
[8] vincentblondel,gephi
[6] marcelsel,amelaaay
[6] devironl,marcelsel
[6] limite,deux
[6] aucun,choix
[6] choix,n'a
[6] n'a,donc

Top Word Pairs in Tweet in G8:
[12] g_sylvestre,analyse
[12] analyse,échanges
[11] échanges,twitter
[11] twitter,l'application
[10] l'application,#stopcovid
[5] #stopcovid,avril
[2] avril,mai
[2] mai,2020
[2] 2020,cédric
[2] cédric,isolé

Top Word Pairs in Tweet in G9:
[11] social,network
[8] gephi,open
[8] open,source
[8] source,software
[8] network,#bcom4933_sp2020
[8] order,complete
[8] complete,used
[8] used,netlytic
[8] netlytic,gephi
[8] gephi,google

Top Word Pairs in Tweet in G10:

Top Replied-To
Top Replied-To in Entire Graph:
@devironl
@pilar__campos
@shortorian
@aarles
@diplomaticat
@lecasellas
@gephi
@marcelsel
@ollybot_browne
@borsamat

Top Replied-To in G1:
@pilar__campos
@diplomaticat
@lecasellas
@tresorsdecartes
@aniol
@oriojasp
@gephi
@lfbonet

Top Replied-To in G2:
@borsamat
@freakmanvirtue
@giovannimattana
@fmmosca

Top Replied-To in G4:
@barripdmx
@ifeanyidiaye
@totetmatt

Top Replied-To in G5:
@caisnrw

Top Replied-To in G6:
@docassar
@fmfrancoise
@twitter
@gephi

Top Replied-To in G7:
@devironl
@marcelsel
@jacomyma

Top Replied-To in G9:
@miaadmahrouqi

Top Replied-To in G10:
@michaelhogannui

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@aniol
@twitter
@guixols
@aac_gd
@totetmatt
@tresorsdecartes
@g_sylvestre
@amelaaay
@uclouvain_be

Top Mentioned in G1:
@gephi
@aniol
@twitter
@guixols
@aac_gd
@tresorsdecartes
@pilar__campos
@bendobrown
@totetmatt
@skaps

Top Mentioned in G2:
@borsamat
@ilariabifarini
@francescatotolo
@cesaresacchetti
@davidmilletti
@intuslegens
@fdragoni
@ag_77777
@minutemanitaly
@mezzorainpiu

Top Mentioned in G4:
@totetmatt
@ifeanyidiaye
@barripdmx
@thepeopleshubun
@deespeak
@biconsortium
@drjdrooghaag
@rainbow_zero
@frronconi
@gephi

Top Mentioned in G5:
@bjoernross
@nerd_nrw
@gi_nrw_muk
@locatingmedia
@diid_hhu
@researchschool
@sechumannrw
@gesis_org
@caisnrw

Top Mentioned in G6:
@nodexl
@mihkal
@bonniebaehr
@vivianfrancos
@docassar
@fmfrancoise
@gmacscotland
@smr_foundation
@vanivina9
@chidambara09

Top Mentioned in G7:
@amelaaay
@uclouvain_be
@cental_ucl
@vincentblondel
@gephi
@marcelsel
@charlesmichel
@maggiedeblock
@christiemorreal
@catherinefonck

Top Mentioned in G8:
@g_sylvestre
@gephi
@visibrain

Top Mentioned in G9:
@nk1_ii
@wijd_alroshdi27
@meem199s
@hawraa9888
@miaadmahrouqi

Top Mentioned in G10:
@gephi
@sumingkhoo
@johnbreslin
@plevy
@carlgomb
@johnmaeda
@geoffmulgan

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@politicalbee
@googleexpertuk
@patriziarametta
@ausoloda
@pennyb
@umedmehta45
@gumerealmadrid
@marcelsel
@fmmosca

Top Tweeters in G1:
@claracampoamor1
@barripdmx
@aniol
@francinanavarro
@monrodriguez
@meteopallars
@miriamkp
@juanavalos344
@diplomaticat
@alancapellades

Top Tweeters in G2:
@patriziarametta
@ausoloda
@fmmosca
@mayasdolly
@97francesco16
@ultron65
@minutemanitaly
@fdragoni
@manginobrioches
@radiosavana

Top Tweeters in G3:
@seulgisdrylips
@allisthewill
@faildef
@anasalter
@obstinatesnoop
@a
@alandantasf
@marekl
@katatrepsis
@fabienbp

Top Tweeters in G4:
@googleexpertuk
@fo0_
@drjdrooghaag
@rainbow_zero
@solidrecs
@luca
@frronconi
@deespeak
@seinecle
@fabiomalini

Top Tweeters in G5:
@gesis_org
@i_robo_
@caisnrw
@researchschool
@locatingmedia
@gi_nrw_muk
@herr_bege
@sechumannrw
@diid_hhu
@bjoernross

Top Tweeters in G6:
@chidambara09
@fmfrancoise
@vivianfrancos
@bonniebaehr
@gmacscotland
@vanivina9
@nodexl
@mihkal
@smr_foundation
@docassar

Top Tweeters in G7:
@marcelsel
@catherinefonck
@charlesmichel
@christiemorreal
@uclouvain_be
@vincentblondel
@devironl
@jacomyma
@maggiedeblock
@amelaaay

Top Tweeters in G8:
@unlandais
@walkenduquesne
@francoisg
@visibrain
@g_sylvestre
@nicolas_hu
@julianperez75
@cours_webcom
@s_vanneste
@clemencehutinet

Top Tweeters in G9:
@abdualabri1996
@nk1_ii
@wijd_alroshdi27
@meem199s
@opu3_
@ahmalwa55
@miaadmahrouqi
@sweettone_
@hawraa9888

Top Tweeters in G10:
@johnbreslin
@carlgomb
@plevy
@sumingkhoo
@johnmaeda
@michaelhogannui
@geoffmulgan
@jyotiranjanhota


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