gephi, Twitter, 3/31/2020 2:00:26 AM, 224060


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gephi_2020-03-30_18-03-46.xlsx
gephi_2020-03-30_18-03-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 31, 2020
Short Description:
gephi via NodeXL https://bit.ly/2QZu7Jd
@gephi
@barripdmx
@mihkal
@umblaetterer
@slwendo
@ifeanyidiaye
@teambmor
@bernardamus
@s_palm
@digtalhumanatee

Top hashtags:
#gephi
#coronavirus
#hackarchives
#dracor
#graphml
#nodexl
#antconc
#bigdata
#iot
#ai

Description:
Description
The graph represents a network of 560 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, 31 March 2020 at 01:03 UTC.

The requested start date was Tuesday, 31 March 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, 3-hour, 58-minute period from Tuesday, 17 March 2020 at 08:41 UTC to Monday, 30 March 2020 at 12:39 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 : 560
Unique Edges : 863
Edges With Duplicates : 126
Total Edges : 989
Number of Edge Types : 4
MentionsInRetweet : 633
Tweet : 33
Mentions : 232
Replies to : 91
Self-Loops : 33
Reciprocated Vertex Pair Ratio : 0.0300925925925926
Reciprocated Edge Ratio : 0.0584269662921348
Connected Components : 56
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 320
Maximum Edges in a Connected Component : 693
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.402612
Graph Density : 0.00284308714541273
Modularity : 0.622627
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 560 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, 31 March 2020 at 01:03 UTC.

The requested start date was Tuesday, 31 March 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, 3-hour, 58-minute period from Tuesday, 17 March 2020 at 08:41 UTC to Monday, 30 March 2020 at 12:39 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:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223968
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218510
[2] http://www.martingrandjean.ch/gephi-introduction/
[2] http://gephi.org
[2] https://gephi.org/
[2] https://fotografie2014.wordpress.com/twitter/
[1] https://drive.google.com/file/d/1HnPJn1rTsF2IpKIZlO0li9NcWh7gL2EO/view?usp=sharing
[1] https://drive.google.com/file/d/1VgOS8wVCeWW91tkhAHXd_9AIn3YaSEqL/view?usp=sharing
[1] http://mihkal.indeedsir.com/isfi/
[1] https://drive.google.com/file/d/1mHhSsdUeVJZDq4fNwHSw9AV7iD4cWxfF/view?usp=sharing

Top URLs in Tweet in G1:
[2] http://www.martingrandjean.ch/gephi-introduction/
[1] https://www.youtube.com/watch?v=FLiv3xnEepw&feature=youtu.be


Top URLs in Tweet in G3:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223968
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218510
[1] https://drive.google.com/file/d/1mHhSsdUeVJZDq4fNwHSw9AV7iD4cWxfF/view?usp=sharing
[1] http://mihkal.indeedsir.com/isfi/
[1] https://drive.google.com/file/d/1VgOS8wVCeWW91tkhAHXd_9AIn3YaSEqL/view?usp=sharing
[1] https://drive.google.com/file/d/1HnPJn1rTsF2IpKIZlO0li9NcWh7gL2EO/view?usp=sharing
[1] https://link.springer.com/chapter/10.1007/978-981-13-6605-5_5

Top URLs in Tweet in G5:
[1] https://twitter.com/irwan_dwi_a/status/1236622913870213127

Top URLs in Tweet in G7:
[1] https://developer.twitter.com/en/docs
[1] http://gephi.org
[1] https://gephi.org/
[1] https://gephi.org/plugins/#/plugin/sigmaexporter

Top URLs in Tweet in G8:
[1] https://dracor.org/

Top URLs in Tweet in G9:
[1] https://gephi.org/
[1] https://www.art-in.de/suchedaten.php?name=Raqs+Media+Collective
[1] https://hoaxy.iuni.iu.edu/#query=%23unitewithbernie&sort=recent&type=Twitter&lang=

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[17] gephi
[9] coronavirus
[9] hackarchives
[8] dracor
[8] graphml
[6] nodexl
[6] antconc
[5] bigdata
[4] iot
[4] ai



Top Hashtags in Tweet in G3:
[5] coronavirus
[5] bigdata
[4] iot
[4] ai
[4] powerbi
[4] nodexl
[3] covid19
[3] influencer
[3] iiot
[3] cloudcomputing

Top Hashtags in Tweet in G4:
[9] hackarchives
[6] antconc
[4] webarchiving
[2] gephi
[1] colab

Top Hashtags in Tweet in G5:
[2] asigta
[2] upnvjt
[1] kuliahasik
[1] digicomupnvjt
[1] himakonupnvjt
[1] kuliahasyik
[1] himakomupnvjt

Top Hashtags in Tweet in G6:
[1] ayaquarantine

Top Hashtags in Tweet in G8:
[8] dracor
[8] graphml
[3] gephi
[3] msteams
[2] digitalhumanities
[1] onlineclasses
[1] coronavirus
[1] thread

Top Hashtags in Tweet in G9:
[1] digitalisierung
[1] datenbanken
[1] gephi
[1] unitewithbernie

Top Words
Top Words in Tweet in Entire Graph:
[87] Words in Sentiment List#1: Positive
[25] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[11031] Non-categorized Words
[11143] Total Words
[381] gephi
[230] barripdmx
[229] tweets
[226] grafo
[225] hago

Top Words in Tweet in G1:
[239] gephi
[230] barripdmx
[225] hoarder
[225] principio
[224] habitualmente
[224] hago
[224] extraer
[224] tweets
[224] grafo
[224] nada

Top Words in Tweet in G2:
[65] termos
[37] fabiomalini
[35] os
[33] bolsonaro
[33] em
[33] mais
[32] coletados
[32] foram
[32] jairbolsonaro
[32] panelaço

Top Words in Tweet in G3:
[37] nodexl
[26] gephi
[20] mspowerbi
[18] mihkal
[11] uitsteln
[10] cyberseccare
[9] top
[8] bonniebaehr
[6] using
[6] globaltimesnews

Top Words in Tweet in G4:
[22] team
[13] unleasharchives
[10] looked
[9] #hackarchives
[8] sarahcmct
[7] final
[7] gt
[7] stonewall
[7] athurman
[7] danroyles

Top Words in Tweet in G5:
[28] sangat
[14] diluar
[14] dugaan
[14] saya
[14] ilkom
[14] mempelajari
[14] banyak
[14] hal
[14] salah
[14] satu

Top Words in Tweet in G6:
[12] gephi
[8] pietercoppens8
[7] today
[7] finished
[7] first
[7] serious
[7] experiment
[7] built
[7] database
[7] relations

Top Words in Tweet in G7:
[10] gephi
[9] mehdi_moussaid
[2] dirtybiology
[2] epenser
[2] oui
[2] c'est
[2] outil
[2] comme
[2] j'ai

Top Words in Tweet in G8:
[8] drama
[8] corpora
[8] portal
[8] #dracor
[8] delivers
[8] rich
[8] co
[8] occurrence
[8] network
[8] data

Top Words in Tweet in G9:
[13] gephi
[2] graph
[2] composer
[2] chatuiteo
[2] nuclear
[2] bgt
[2] tools

Top Words in Tweet in G10:
[2] tool
[2] network
[2] graph

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[225] grafo,gephi
[224] habitualmente,hago
[224] hago,extraer
[224] extraer,tweets
[224] tweets,hoarder
[224] hoarder,grafo
[224] gephi,principio
[224] principio,nada
[224] nada,fuera
[224] fuera,normal

Top Word Pairs in Tweet in G1:
[224] habitualmente,hago
[224] hago,extraer
[224] extraer,tweets
[224] tweets,hoarder
[224] hoarder,grafo
[224] grafo,gephi
[224] gephi,principio
[224] principio,nada
[224] nada,fuera
[224] fuera,normal

Top Word Pairs in Tweet in G2:
[33] os,termos
[32] termos,coletados
[32] coletados,foram
[32] foram,bolsonaro
[32] bolsonaro,jairbolsonaro
[32] jairbolsonaro,panelaço
[32] panelaço,12h
[32] 12h,às
[32] às,22h
[32] 22h,preferi

Top Word Pairs in Tweet in G3:
[10] gephi,nodexl
[10] mspowerbi,nodexl
[10] nodexl,mihkal
[10] cyberseccare,uitsteln
[8] mspowerbi,gephi
[8] nodexl,nodexl
[8] uitsteln,bonniebaehr
[7] nodexl,mspowerbi
[7] mihkal,cyberseccare
[6] bonniebaehr,gephi

Top Word Pairs in Tweet in G4:
[7] final,team
[7] team,#hackarchives
[7] #hackarchives,gt
[7] gt,team
[7] team,stonewall
[7] stonewall,sarahcmct
[7] sarahcmct,athurman
[7] athurman,danroyles
[7] danroyles,brimwats
[7] brimwats,really

Top Word Pairs in Tweet in G5:
[14] diluar,dugaan
[14] dugaan,saya
[14] saya,ilkom
[14] ilkom,mempelajari
[14] mempelajari,sangat
[14] sangat,banyak
[14] banyak,hal
[14] hal,salah
[14] salah,satu
[14] satu,ini

Top Word Pairs in Tweet in G6:
[7] today,finished
[7] finished,first
[7] first,serious
[7] serious,experiment
[7] experiment,gephi
[7] gephi,built
[7] built,database
[7] database,relations
[7] relations,1030
[7] 1030,nodes

Top Word Pairs in Tweet in G7:
[2] dirtybiology,epenser
[2] mehdi_moussaid,gephi

Top Word Pairs in Tweet in G8:
[8] drama,corpora
[8] corpora,portal
[8] portal,#dracor
[8] #dracor,delivers
[8] delivers,rich
[8] rich,co
[8] co,occurrence
[8] occurrence,network
[8] network,data
[8] data,#graphml

Top Word Pairs in Tweet in G9:
[2] chatuiteo,nuclear

Top Word Pairs in Tweet in G10:
[2] network,graph

Top Replied-To
Top Replied-To in Entire Graph:
@mehdi_moussaid
@barripdmx
@socioviznet
@dangerzonelive
@chrisjulien22
@mihkal
@giulia_futura
@zazahrarawr
@fabiomalini
@reoer

Top Replied-To in G1:
@barripdmx
@jmoralesigras
@lou69914589
@manuiriarte
@pavesu
@bomarzo
@david_romerosan

Top Replied-To in G2:
@fabiomalini
@willcomuna
@veramagalhaes
@lcviana333

Top Replied-To in G3:
@mihkal
@iltalehti_fi
@hayyanallawati
@ifeanyidiaye

Top Replied-To in G6:
@zelhoubba
@lindadouw
@pietercoppens8

Top Replied-To in G7:
@mehdi_moussaid
@meurovore
@gdorce
@jbduchalard

Top Replied-To in G8:
@bridgetwhearty

Top Replied-To in G10:
@udadisi

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@barripdmx
@fabiomalini
@nodexl
@unleasharchives
@gheanafairuz
@uitsteln
@mspowerbi
@mihkal
@cyberseccare

Top Mentioned in G1:
@gephi
@barripdmx
@david_romerosan
@grandjeanmartin

Top Mentioned in G2:
@fabiomalini
@riotbruise
@anarcofino
@tarciziosilva
@folha
@brullf
@lcviana333

Top Mentioned in G3:
@nodexl
@gephi
@uitsteln
@mspowerbi
@mihkal
@cyberseccare
@bonniebaehr
@globaltimesnews
@microsoftteams
@vanivina9

Top Mentioned in G4:
@unleasharchives
@sarahcmct
@athurman
@danroyles
@brimwats
@smbrms
@artlibrariannyc
@mabatron
@jimkammerer406

Top Mentioned in G5:
@gheanafairuz
@irwan_dwi_a
@nadiaylorswift

Top Mentioned in G6:
@pietercoppens8
@lwcvl
@digiorientalist
@katinka3d
@ayoungacademy
@maria_weimer

Top Mentioned in G7:
@dirtybiology
@epenser
@mr_computique
@mehdi_moussaid

Top Mentioned in G8:
@umblaetterer
@tamsynmedieval
@cytoscape
@gephi

Top Mentioned in G10:
@givenality
@semkae
@tonytogolani
@carolndosi
@mtega
@aeyakuze
@twitter
@gephi

Top Tweeters
Top Tweeters in Entire Graph:
@natransversal
@locuspolitikus
@chidambara09
@algonfdez
@cleosagas1
@rakeld12341234
@estacadebares
@rosarobco
@silvrib
@drzrz

Top Tweeters in G1:
@locuspolitikus
@algonfdez
@cleosagas1
@rakeld12341234
@estacadebares
@rosarobco
@drzrz
@jvelascoerro
@ignotolugar
@mireyaloyo

Top Tweeters in G2:
@natransversal
@silvrib
@silmarq
@folha
@luizhsrodrigues
@bicicreta
@tuly_costa
@igumaia
@zaga_silos
@nideoliveira71

Top Tweeters in G3:
@chidambara09
@mailonline
@llnuxbot
@iltasanomat
@iltalehti_fi
@globaltimesnews
@acraich
@iot_technojeder
@bonniebaehr
@vctorvictoria3

Top Tweeters in G4:
@bibliojo
@ianmilligan1
@brimwats
@danroyles
@shawnmjones
@phonedude_mln
@schealyire
@ericbmarcus
@mabatron
@jimkammerer406

Top Tweeters in G5:
@fatiasafira
@gheanafairuz
@havielchoir
@cenatanggung
@ayuputrinevy
@fransisca_anf
@zaa_prtmaa
@edwinarenaganis
@nadiaylorswift
@farahdisya6

Top Tweeters in G6:
@gypsy_heart6
@dermenschensohn
@mianzunnu
@ashishdayal
@codykingham
@lindadouw
@maria_weimer
@zaskhimani
@digiorientalist
@_uwaisiqbal

Top Tweeters in G7:
@thsamon
@epenser
@kryzaal
@jbduchalard
@dirtybiology
@asmokiel
@meurovore
@mr_computique
@mehdi_moussaid
@pierrecalvet

Top Tweeters in G8:
@thestackscat
@digtalhumanatee
@dhbbaw
@christof77
@bibliocosmonaut
@bridgetwhearty
@umblaetterer
@tamsynmedieval
@kintopp
@franzidiehr

Top Tweeters in G9:
@konataform
@hruska__
@itsjune_
@noo_hoon
@annmariehanlon
@artinberlin
@trolecilloazul
@fdlha
@vladosaurus
@daniel85723955

Top Tweeters in G10:
@carolndosi
@givenality
@udadisi
@tonytogolani
@aeyakuze
@mtega
@twitter
@semkae
@slwendo


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