gephi, Twitter, 12/19/2019 3:01:06 AM, 219123


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gephi_2019-12-18_11-27-16.xlsx
gephi_2019-12-18_11-27-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 19, 2019
Short Description:
gephi via NodeXL http://bit.ly/34zspT0
@gephi
@boite_a_outils
@medialab_scpo
@secou
@petitpixel29
@mihkal
@doc_soc
@grandjeanmartin
@umblaetterer
@proghist

Top hashtags:
#digitalhumanities
#ia
#gephi
#centauro
#asnac2019
#sna
#network
#python
#javascript
#angular

Description:
Description
The graph represents a network of 413 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 Wednesday, 18 December 2019 at 19:27 UTC.

The requested start date was Wednesday, 18 December 2019 at 01:01 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, 22-hour, 51-minute period from Wednesday, 04 December 2019 at 01:41 UTC to Wednesday, 18 December 2019 at 00:32 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 : 413
Unique Edges : 791
Edges With Duplicates : 321
Total Edges : 1112
Number of Edge Types : 3
Mentions : 981
Tweet : 34
Replies to : 97
Self-Loops : 34
Reciprocated Vertex Pair Ratio : 0.039568345323741
Reciprocated Edge Ratio : 0.0761245674740484
Connected Components : 59
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 221
Maximum Edges in a Connected Component : 933
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.733726
Graph Density : 0.00509532429065093
Modularity : 0.606318
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 413 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 Wednesday, 18 December 2019 at 19:27 UTC.

The requested start date was Wednesday, 18 December 2019 at 01:01 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, 22-hour, 51-minute period from Wednesday, 04 December 2019 at 01:41 UTC to Wednesday, 18 December 2019 at 00:32 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:
[5] http://www.martingrandjean.ch/gephi-introduction/
[5] https://www.programmer-books.com/mastering-gephi-network-visualization/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218510
[4] https://twitter.com/unclecj/status/1203762076436570112
[3] https://persol-tech-s.co.jp/i-engineer/human/datav
[2] https://gephi.org/
[2] https://gephi.wordpress.com/2019/06/12/the-gephi-paper-gets-the-icwsm-test-of-time-award/
[2] https://gist.github.com/UncleCJ/2408aef8eab09cc1da3404c5af43537b
[1] https://hyphe.medialab.sciences-po.fr
[1] https://www.boiteaoutils.info/2013/02/ecrire-tout-simplement-introduction/

Top URLs in Tweet in G1:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218510
[4] https://twitter.com/unclecj/status/1203762076436570112
[2] https://gist.github.com/UncleCJ/2408aef8eab09cc1da3404c5af43537b
[1] https://hyphe.medialab.sciences-po.fr
[1] http://www.martingrandjean.ch/gephi-introduction/
[1] https://medialab.sciencespo.fr/actu/une-cartographie-web-de-lecosysteme-ia-en-france/
[1] https://drive.google.com/file/d/1mXfeCmnhzW_LMYfPqbl8UPuf1UtLMwik/view?usp=sharing
[1] http://mihkal.indeedsir.com/nodexlgephi/
[1] https://gephi.wordpress.com/2019/06/12/the-gephi-paper-gets-the-icwsm-test-of-time-award/
[1] https://query.wikidata.org/embed.html#%23defaultView%3AGraph%0ASELECT%20%3Ffilm%20%3FfilmLabel%20(%227FFF00%22%20as%20%3Frgb)%20%3Fperson%20%3FpersonLabel%0AWHERE%20%7B%0A%20%20%3Ffilm%20wdt%3AP31%20wd%3AQ11424%3B%0A%20%20%20%20%20%20%20%20%3Frel1%20wd%3AQ38111.%0A%20%20%3Ffilm%20%3Frel2%20%3Fperson.%0A%20%20%3Fperson%20wdt%3AP31%20wd%3AQ5.%0A%20%20SERVICE%20wikibase%3Alabel%20%7B%20bd%3AserviceParam%20wikibase%3Alanguage%20%22%5BAUTO_LANGUAGE%5D%2Cen%22.%7D%0A%7D

Top URLs in Tweet in G2:
[1] https://gephi.wordpress.com/2019/06/12/the-gephi-paper-gets-the-icwsm-test-of-time-award/
[1] https://blog.mailchimp.com/mailchimps-most-popular-subject-line-emojis/
[1] https://twitter.com/marcowenjones/status/1204149569082331137
[1] https://gephi.org
[1] https://giphy.com/
[1] https://www.talkwalker.com/blog/data-visualization-tools?utm_medium=social&utm_source=twitter.com&utm_term=EN&utm_content=blog&utm_campaign=data-visualization-tools&hootPostID=c3858727b6b6e091ea7f028add3022ae
[1] https://twitter.com/3r1ng/status/929798538728497152?s=21
[1] https://twitter.com/3r1nG/status/929798538728497152

Top URLs in Tweet in G3:
[1] https://weltliteratur.net/dh-tools-used-in-research/#ranking
[1] http://cloud.science-miner.com/software/
[1] https://lehkost.github.io/tools-dh-proceedings/index.html

Top URLs in Tweet in G4:
[3] http://www.martingrandjean.ch/gephi-introduction/
[1] https://www.boiteaoutils.info/2013/02/ecrire-tout-simplement-introduction/
[1] https://www.youtube.com/watch?v=FLiv3xnEepw&feature=youtu.be

[1] http://www.ethikos.ch/

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=E72zEz0961o&feature=youtu.be

[1] https://www.youtube.com/watch?v=bwl3OqKn-Ac&feature=youtu.be

[1] https://www.youtube.com/watch?v=1I17kB1rJU4&feature=youtu.be

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

[1] https://www.youtube.com/watch?v=BXk2Mo1ItwM&feature=youtu.be

[1] https://twitter.com/aaaadriaaaan/status/1204556659311480832

Top URLs in Tweet in G7:
[1] https://www.izdigital.fau.de/vortrag-veit-netzwerk/

Top URLs in Tweet in G8:
[1] https://twitter.com/umblaetterer/status/1202871873698193408
[1] https://www.epfl.ch/labs/ldm/trends-networks/?utm_content=bufferf7aff&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://sci2.cns.iu.edu/user/index.php
[1] https://www.nihlibrary.nih.gov/sites/default/files/bibliometrics-event-2016-PPT_0.pdf
[1] https://www.lib.ncsu.edu/sites/default/files/ResearchImpactNetworkGuide.pdf
[1] http://www.ohsla.info/Resources/Documents/MeetingFiles/2016-Fall/Publication_Analysis_Services_in_Libraries-Lu_and_Belter.pdf
[1] https://twitter.com/ladataviz/status/1205458188218310656
[1] http://www.martingrandjean.ch/gephi-introduction/
[1] https://gephi.org/

Top URLs in Tweet in G9:
[1] https://github.com/mdeff/ntds_2019/tree/master/tutorials/06_visualization

Top URLs in Tweet in G10:
[1] http://vosonlab.net/content/twitter-network-asnac2019

Top Domains
Top Domains in Tweet in Entire Graph:
[10] twitter.com
[6] youtube.com
[5] martingrandjean.ch
[5] github.com
[5] programmer-books.com
[5] nodexlgraphgallery.org
[3] gephi.org
[3] co.jp
[2] wikidata.org
[2] wordpress.com

Top Domains in Tweet in G1:
[5] nodexlgraphgallery.org
[4] twitter.com
[2] github.com
[2] wikidata.org
[1] sciences-po.fr
[1] martingrandjean.ch
[1] sciencespo.fr
[1] google.com
[1] indeedsir.com
[1] wordpress.com

Top Domains in Tweet in G2:
[3] twitter.com
[1] wordpress.com
[1] mailchimp.com
[1] gephi.org
[1] giphy.com
[1] talkwalker.com

Top Domains in Tweet in G3:
[1] weltliteratur.net
[1] science-miner.com
[1] github.io

Top Domains in Tweet in G4:
[3] martingrandjean.ch
[1] boiteaoutils.info
[1] youtube.com
[1] ethikos.ch

Top Domains in Tweet in G5:
[5] youtube.com
[1] twitter.com

Top Domains in Tweet in G7:
[1] fau.de

Top Domains in Tweet in G8:
[2] twitter.com
[1] epfl.ch
[1] iu.edu
[1] nih.gov
[1] ncsu.edu
[1] ohsla.info
[1] martingrandjean.ch
[1] gephi.org

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

Top Domains in Tweet in G10:
[1] vosonlab.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[39] digitalhumanities
[24] ia
[19] gephi
[18] centauro
[11] asnac2019
[7] sna
[6] network
[5] python
[5] javascript
[5] angular



Top Hashtags in Tweet in G1:
[23] ia
[13] gephi
[5] wikidata
[3] sna
[3] dataviz
[3] stackoverflow
[3] socialnetworks
[2] rdf
[2] wikipedia
[2] ai

Top Hashtags in Tweet in G2:
[4] network
[1] peopleanalytics
[1] datascience
[1] gephi
[1] geospatial
[1] pgrouting
[1] nehgrant
[1] aiascs
[1] tei
[1] digitalmethods

Top Hashtags in Tweet in G3:
[27] digitalhumanities
[1] stylo
[1] mallet
[1] nltk
[1] collatex
[1] geonames

Top Hashtags in Tweet in G4:
[1] gephi

Top Hashtags in Tweet in G5:
[18] centauro
[1] gephicfn
[1] cazamosfn

Top Hashtags in Tweet in G7:
[12] digitalhumanities
[1] netzwerkforschung
[1] gephi

Top Hashtags in Tweet in G8:
[1] tvj320
[1] grasshopper3d
[1] community
[1] networks
[1] mapping
[1] gephi

Top Hashtags in Tweet in G9:
[1] ia
[1] gephi
[1] visualization
[1] datascience
[1] graph
[1] network
[1] lecutre
[1] tutorial
[1] machinelearning

Top Hashtags in Tweet in G10:
[11] asnac2019
[1] sna

Top Words
Top Words in Tweet in Entire Graph:
[124] Words in Sentiment List#1: Positive
[47] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[7404] Non-categorized Words
[7575] Total Words
[210] gephi
[57] network
[44] tools
[41] twitter
[39] #digitalhumanities

Top Words in Tweet in G1:
[27] medialab_scpo
[26] gephi
[26] web
[23] sont
[23] acteurs
[23] écosystème
[23] #ia
[23] français
[23] quelles
[23] relations

Top Words in Tweet in G2:
[42] gephi
[16] qgis
[13] anscoins
[13] menetys
[12] ewg118
[9] ryanmhorne
[8] more
[8] mints
[7] network
[7] networks

Top Words in Tweet in G3:
[36] adhorg
[36] gephi
[31] tools
[30] umblaetterer
[27] 15
[27] used
[27] #digitalhumanities
[27] research
[27] excl
[27] programming

Top Words in Tweet in G4:
[26] zettlr
[25] imagemagick
[25] caro_ligne
[25] scrivenerapp
[25] openrefine
[25] 27point7
[25] mucollective
[25] nytimes
[25] mxli1
[25] freakonometrics

Top Words in Tweet in G5:
[28] aaaadriaaaan
[18] analizamos
[18] tendencia
[18] twitter
[18] #centauro
[18] descubrir
[18] campaña
[18] desprestigio
[18] curso
[18] contra

Top Words in Tweet in G7:
[12] #digitalhumanities
[12] dec
[11] two
[11] talks
[11] unil
[11] week
[11] tomorrow
[11] 11
[11] 16
[11] 15

Top Words in Tweet in G8:
[13] gephi
[4] terus
[3] twitter
[3] buat
[2] bikin
[2] kelas
[2] lagi
[2] tugas
[2] very

Top Words in Tweet in G9:
[13] tutorials
[12] gephi
[12] ntds
[12] 2019
[12] course
[12] epfl_en
[12] layouts
[12] publishing
[12] online
[12] sigmajs

Top Words in Tweet in G10:
[20] network
[14] twitter
[14] vosonlab
[12] robackland
[11] activity
[11] #asnac2019
[11] using
[10] map
[10] around
[10] last

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[30] umblaetterer,adhorg
[27] adhorg,15
[27] 15,used
[27] used,#digitalhumanities
[27] #digitalhumanities,tools
[27] tools,research
[27] research,excl
[27] excl,programming
[27] programming,languages
[27] languages,social

Top Word Pairs in Tweet in G1:
[23] sont,acteurs
[23] acteurs,écosystème
[23] écosystème,#ia
[23] #ia,français
[23] français,quelles
[23] quelles,relations
[23] relations,entretiennent
[23] entretiennent,ils
[23] ils,web
[23] web,cartographie

Top Word Pairs in Tweet in G2:
[14] gephi,qgis
[11] anscoins,ewg118
[11] ewg118,menetys
[10] menetys,gephi
[6] ryanmhorne,anscoins
[4] qgis,one
[4] one,such
[4] such,thing
[4] thing,view
[4] view,networks

Top Word Pairs in Tweet in G3:
[30] umblaetterer,adhorg
[27] adhorg,15
[27] 15,used
[27] used,#digitalhumanities
[27] #digitalhumanities,tools
[27] tools,research
[27] research,excl
[27] excl,programming
[27] programming,languages
[27] languages,social

Top Word Pairs in Tweet in G4:
[25] imagemagick,zettlr
[25] zettlr,caro_ligne
[25] caro_ligne,scrivenerapp
[25] scrivenerapp,openrefine
[25] openrefine,27point7
[25] 27point7,mucollective
[25] mucollective,nytimes
[25] nytimes,mxli1
[25] mxli1,freakonometrics
[22] boite_a_outils,imagemagick

Top Word Pairs in Tweet in G5:
[18] analizamos,tendencia
[18] tendencia,twitter
[18] twitter,#centauro
[18] #centauro,descubrir
[18] descubrir,campaña
[18] campaña,desprestigio
[18] desprestigio,curso
[18] curso,contra
[18] contra,bebida
[17] aaaadriaaaan,analizamos

Top Word Pairs in Tweet in G7:
[11] two,#digitalhumanities
[11] #digitalhumanities,talks
[11] talks,unil
[11] unil,week
[11] week,tomorrow
[11] tomorrow,dec
[11] dec,11
[11] 11,16
[11] 16,15
[11] 15,yulia

Top Word Pairs in Tweet in G9:
[12] gephi,tutorials
[12] tutorials,ntds
[12] ntds,2019
[12] 2019,course
[12] course,epfl_en
[12] epfl_en,layouts
[12] layouts,publishing
[12] publishing,online
[12] online,sigmajs
[12] sigmajs,plugin

Top Word Pairs in Tweet in G10:
[10] network,map
[10] map,twitter
[10] twitter,activity
[10] activity,around
[10] around,#asnac2019
[10] #asnac2019,last
[10] last,week
[10] week,network
[10] network,constructed
[10] constructed,using

Top Replied-To
Top Replied-To in Entire Graph:
@anscoins
@frederikenbr
@ryanmhorne
@umblaetterer
@imagemagick
@boite_a_outils
@jacobomendioroz
@ladataviz
@helsinkiuni
@serdarbalci

Top Replied-To in G1:
@helsinkiuni
@serdarbalci
@totetmatt
@unclecj
@fadlan_anam
@archaeoklammt
@tillgrallert

Top Replied-To in G2:
@anscoins
@ryanmhorne
@jwyg
@gasca
@khamisambusaidi
@hayyanallawati
@franny_uxer
@datainnovator
@oscarbaruffa
@dejpett

Top Replied-To in G3:
@frederikenbr
@umblaetterer
@adhorg

Top Replied-To in G4:
@imagemagick
@boite_a_outils
@arminkressmann
@grandjeanmartin

Top Replied-To in G6:
@haefullsun06

Top Replied-To in G10:
@vosonlab

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@adhorg
@medialab_scpo
@aaaadriaaaan
@umblaetterer
@zettlr
@caro_ligne
@scrivenerapp
@openrefine
@27point7

Top Mentioned in G1:
@medialab_scpo
@secou
@unclecj
@totetmatt
@worldunivandsch
@gephi
@mihkal
@helsinkiuni
@digitacy
@aalmada1982

Top Mentioned in G2:
@gephi
@qgis
@menetys
@ewg118
@anscoins
@ryanmhorne
@tweetarchivist
@basmamubarak
@ashayma0
@nodexl

Top Mentioned in G3:
@gephi
@adhorg
@umblaetterer
@omek
@omeka
@msexcel
@d3js_org
@wordpress
@drupal
@textgrid

Top Mentioned in G4:
@zettlr
@caro_ligne
@scrivenerapp
@openrefine
@27point7
@mucollective
@nytimes
@mxli1
@freakonometrics
@imagemagick

Top Mentioned in G5:
@aaaadriaaaan
@cazamosfakenews

Top Mentioned in G6:
@reossianrourret
@imarksya
@ecanganteng
@chen_chennie21
@rendsvous
@kuzo4ty
@seulcaa
@aerisijeunlove1
@ddoyxxng
@aeechan_ty

Top Mentioned in G7:
@unil
@true_mxp
@torstenveit
@ub_fau
@izdigitalfau
@boite_a_outils
@imagemagick
@zettlr
@caro_ligne
@scrivenerapp

Top Mentioned in G9:
@epfl_en
@mizvladimir
@medialab_scpo

Top Mentioned in G10:
@vosonlab
@robackland
@gephi
@ansna_au
@drdavidbright
@petrmatous
@drjohankoskinen
@michelelbarnes

Top Tweeters
Top Tweeters in Entire Graph:
@marielamolina
@nytimes
@pfanderson
@elmonaguense_
@mariadejesuscg1
@sayue1928
@joseguaina23
@erianaferro
@cool_golang
@fmfrancoise

Top Tweeters in G1:
@fmfrancoise
@marilor
@sotdi
@boris_tweets
@worldunivandsch
@jaguerrerobta
@376b78fc7223
@alberto_cottica
@luiy
@scottmacleod

Top Tweeters in G2:
@claudiakincaid
@dejpett
@giphy
@3r1ng
@hayyanallawati
@talkwalker
@ashayma0
@keithepetri
@ewg118
@geographycanada

Top Tweeters in G3:
@musichistorylaw
@msexcel
@lauraemilypdx
@fubits
@mareike2405
@fdmhildesheim
@su_hse
@ursa_minor_
@umblaetterer
@drupal

Top Tweeters in G4:
@nytimes
@fraguyard
@freakonometrics
@27point7
@scrivenerapp
@crid
@grandjeanmartin
@damienpetermann
@europeanaeu
@caro_ligne

Top Tweeters in G5:
@marielamolina
@elmonaguense_
@mariadejesuscg1
@sayue1928
@joseguaina23
@erianaferro
@brujareal
@eaprieto
@vir4775
@alfa_bootis

Top Tweeters in G6:
@reossianrourret
@rendsvous
@imarksya
@ecanganteng
@seulcaa
@pixiehello
@sunshineerrday
@renksoo
@haefullsun06
@kuzo4ty

Top Tweeters in G7:
@yrochat
@true_mxp
@digtalhumanatee
@johncarterwood
@unifau
@unil
@petitpixel29
@mr56k
@lettresunil
@ub_fau

Top Tweeters in G8:
@pfanderson
@homuhomucomp
@11ooo412
@aldysolehudin
@beta_rank_fb
@jemimalomax
@ooksiks
@cloudofuniverse
@gregoryroche0
@hennikada

Top Tweeters in G9:
@max_lyashko
@amarois
@laloumo
@epfl_en
@trekkinglemon
@cristiancantoro
@doc_soc
@mizvladimir
@naspert
@gbr_data

Top Tweeters in G10:
@csmarcum
@alfonsolangle
@timothyjgraham
@petrmatous
@michelelbarnes
@anu_socy
@robackland
@evakyndt
@drjohankoskinen
@ansna_au


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