gephi, Twitter, 1/25/2022 3:22:05 AM, 270615


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gephi_2022-01-24_18-24-32.xlsx
gephi_2022-01-24_18-24-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 25, 2022
Short Description:
gephi via NodeXL https://bit.ly/3rQ1VKm
@gephi
@chidambara09
@mihkal
@this0499154500
@ademec_enc
@allhoff_joachim
@docassar
@anderskmunk
@enilev
@harisqoirun

Top hashtags:
#mediaresearchinstitute
#twitterresearchproject
#gephi
#nodexl
#ademec
#rstats
#machinelearning

Description:
Description
The graph represents a network of 232 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, 25 January 2022 at 02:24 UTC.

The requested start date was Tuesday, 25 January 2022 at 01:01 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 10-day, 16-hour, 35-minute period from Tuesday, 11 January 2022 at 02:59 UTC to Friday, 21 January 2022 at 19:35 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 : 232
Unique Edges : 313
Edges With Duplicates : 505
Total Edges : 818
Number of Edge Types : 5
Retweet : 105
MentionsInRetweet : 360
Mentions : 256
Replies to : 66
Tweet : 31
Self-Loops : 40
Reciprocated Vertex Pair Ratio : 0.0827250608272506
Reciprocated Edge Ratio : 0.152808988764045
Connected Components : 40
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 127
Maximum Edges in a Connected Component : 686
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.816803
Graph Density : 0.00830347813106434
Modularity : 0.386502
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 232 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, 25 January 2022 at 02:24 UTC.

The requested start date was Tuesday, 25 January 2022 at 01:01 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 10-day, 16-hour, 35-minute period from Tuesday, 11 January 2022 at 02:59 UTC to Friday, 21 January 2022 at 19:35 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:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269848
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270221
[7] https://www.eventbrite.fr/e/billets-gephi-logiciel-de-visualisation-de-graphe-249441535347?ref=estw
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270287
[6] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[3] http://Cocon.se
[2] http://cocon.se
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269427
[2] https://gephi.wordpress.com/2021/12/06/gephi-code-sustainability-retreat-2021-debriefing/
[2] https://twitter.com/ademec_enc/status/1481198152195661827

Top URLs in Tweet in G1:
[7] https://www.eventbrite.fr/e/billets-gephi-logiciel-de-visualisation-de-graphe-249441535347?ref=estw
[2] https://twitter.com/ademec_enc/status/1481198152195661827
[2] https://gephi.wordpress.com/2021/12/06/gephi-code-sustainability-retreat-2021-debriefing/
[1] https://www.eventbrite.fr/e/billets-gephi-logiciel-de-visualisation-de-graphe-249441535347?ref=estw&s=09
[1] https://hosted.weblate.org/projects/gephi/#languages
[1] https://twitter.com/nicomygod/status/1481567163290898432
[1] https://twitter.com/ademec_enc/status/1483172905567633420
[1] https://twitter.com/densitydesign/status/1483121943247265792
[1] https://twitter.com/dexprm/status/1482060346638540804
[1] https://twitter.com/aahdArg/status/1476314121599700994

Top URLs in Tweet in G2:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269848
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270221
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270287
[6] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269427
[1] https://twitter.com/this0499154500/status/1480923283822419973
[1] https://twitter.com/FlefGraph/status/1429809660631130122

Top URLs in Tweet in G5:
[1] https://idp2206404.wordpress.com/2022/01/14/gephi/
[1] https://twitter.com/rtlgrandest/status/1067716773175279616
[1] https://www.eclipse.org/
[1] https://gephi.org/

Top URLs in Tweet in G7:
[3] http://Cocon.se
[2] http://cocon.se

Top URLs in Tweet in G8:
[1] http://rey.huma-num.fr/presentation
[1] https://www.bm-lyon.fr/expositions-en-ligne/Marc-Michel-Rey/exposition/marchand-libraire-tres-renomme/article/un-reseau-europeen
[1] https://vimeo.com/showcase/5553857

Top URLs in Tweet in G9:
[1] https://gephi.org/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[29] mediaresearchinstitute
[27] twitterresearchproject
[26] gephi
[19] nodexl
[14] ademec
[12] rstats
[12] machinelearning
[11] datascience
[8] socialnetworkanalysis
[6] openscience



Top Hashtags in Tweet in G1:
[14] ademec
[1] dd17group2
[1] gigapixel
[1] gephi
[1] gephisupport

Top Hashtags in Tweet in G2:
[29] mediaresearchinstitute
[27] twitterresearchproject
[21] gephi
[19] nodexl
[12] rstats
[12] machinelearning
[11] datascience
[8] socialnetworkanalysis
[6] openscience
[6] ai

Top Hashtags in Tweet in G5:
[1] gephi

Top Hashtags in Tweet in G6:
[1] gexf

Top Words
Top Words in Tweet in Entire Graph:
[187] gephi
[43] ademec_enc
[39] chidambara09
[37] nodexl
[37] allhoff_joachim
[36] data
[36] this0499154500
[32] michaelbathurst
[29] #mediaresearchinstitute
[27] docassar

Top Words in Tweet in G1:
[59] gephi
[33] ademec_enc
[23] janvier
[23] atelier
[15] albouysegolene
[15] mercredi
[15] 19
[15] 18h
[15] prochain
[15] visualisation

Top Words in Tweet in G2:
[74] gephi
[37] allhoff_joachim
[36] nodexl
[32] michaelbathurst
[31] chidambara09
[29] #mediaresearchinstitute
[28] this0499154500
[27] #twitterresearchproject
[27] docassar
[22] grandjeanmartin

Top Words in Tweet in G3:
[23] necesita
[22] busco
[22] data
[22] scientist
[22] ramo
[22] conocimientos
[22] lenguajes
[22] glm
[22] regression
[22] random

Top Words in Tweet in G4:
[8] chidambara09
[8] this0499154500
[8] cedric_o
[8] lafrenchtech
[8] payfit
[8] sebbourguignon
[8] enilev
[8] albertoemachado
[8] bluejak3
[8] philippemetayer

Top Words in Tweet in G5:
[12] gephi
[4] yg
[4] pernah
[4] data
[3] use
[3] network
[2] way
[2] jog
[2] ada
[2] crawling

Top Words in Tweet in G7:
[6] gephi
[4] laurentbourelly
[4] hubspotfrance
[3] anthonyrochand
[3] guirado_david
[3] coconsemantique
[3] merci
[2] né
[2] réaction
[2] épidermique

Top Words in Tweet in G8:
[4] willphillips
[4] gephi
[2] botlabhd
[2] super
[2] networks
[2] data
[2] tools

Top Words in Tweet in G10:
[3] project

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] gephi,nodexl
[25] nodexl,gephi
[22] busco,data
[22] data,scientist
[22] scientist,ramo
[22] ramo,necesita
[22] necesita,conocimientos
[22] conocimientos,lenguajes
[22] lenguajes,glm
[22] glm,regression

Top Word Pairs in Tweet in G1:
[15] mercredi,19
[15] 19,janvier
[15] prochain,atelier
[14] save,date
[14] date,mercredi
[14] janvier,18h
[14] 18h,19h30
[14] 19h30,prochain
[14] atelier,l'#ademec
[14] l'#ademec,gephi

Top Word Pairs in Tweet in G2:
[26] gephi,nodexl
[25] nodexl,gephi
[21] #mediaresearchinstitute,#twitterresearchproject
[19] this0499154500,mihkal
[16] digital,landscape
[15] gephi,grandjeanmartin
[15] allhoff_joachim,#mediaresearchinstitute
[14] grandjeanmartin,anderskmunk
[13] chidambara09,this0499154500
[10] #twitterresearchproject,digital

Top Word Pairs in Tweet in G3:
[22] busco,data
[22] data,scientist
[22] scientist,ramo
[22] ramo,necesita
[22] necesita,conocimientos
[22] conocimientos,lenguajes
[22] lenguajes,glm
[22] glm,regression
[22] regression,random
[22] random,forest

Top Word Pairs in Tweet in G4:
[8] chidambara09,this0499154500
[8] this0499154500,cedric_o
[8] cedric_o,lafrenchtech
[8] lafrenchtech,payfit
[8] payfit,sebbourguignon
[8] sebbourguignon,enilev
[8] enilev,albertoemachado
[8] albertoemachado,bluejak3
[8] bluejak3,philippemetayer
[8] philippemetayer,ces

Top Word Pairs in Tweet in G5:
[4] yg,pernah
[2] use,gephi
[2] jog,ada
[2] ada,yg
[2] pernah,crawling
[2] crawling,data
[2] data,skripsian
[2] skripsian,pake
[2] pake,gephi
[2] gephi,yg

Top Word Pairs in Tweet in G7:
[3] guirado_david,hubspotfrance
[2] anthonyrochand,guirado_david
[2] hubspotfrance,né
[2] né,réaction
[2] réaction,épidermique
[2] épidermique,gephi
[2] screaming,frog
[2] version,d'essai

Top Word Pairs in Tweet in G8:
[2] willphillips,botlabhd

Top Replied-To
Top Replied-To in Entire Graph:
@ademec_enc
@willphillips
@mradrien79
@deuchnord
@amaurypi
@anthonyrochand
@michaelbathurst
@jannajoceli
@rodrigorvfr
@flefgraph

Top Replied-To in G1:
@ademec_enc
@mradrien79
@deuchnord
@amaurypi
@larimerie
@paulrob43726536
@benuuts
@totetmatt
@ooof
@p_r

Top Replied-To in G2:
@michaelbathurst
@rodrigorvfr
@jannajoceli
@flefgraph
@this0499154500
@shoutmgb
@docassar
@enilev
@chidambara09

Top Replied-To in G6:
@anttigronow

Top Replied-To in G7:
@anthonyrochand
@anddeil
@guirado_david
@laurentbourelly

Top Replied-To in G8:
@willphillips

Top Replied-To in G9:
@whicheloe

Top Replied-To in G10:
@world6game

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@ademec_enc
@chidambara09
@allhoff_joachim
@this0499154500
@michaelbathurst
@docassar
@dianaqro
@anderskmunk
@verukita1

Top Mentioned in G1:
@gephi
@ademec_enc
@albouysegolene
@deuchnord
@mradrien79
@harrylafranc
@amaurypi
@medialab_scpo
@jacomyma
@ibm_france

Top Mentioned in G2:
@allhoff_joachim
@gephi
@chidambara09
@michaelbathurst
@this0499154500
@docassar
@anderskmunk
@verukita1
@mihkal
@grandjeanmartin

Top Mentioned in G3:
@dianaqro

Top Mentioned in G4:
@chidambara09
@this0499154500
@cedric_o
@lafrenchtech
@payfit
@sebbourguignon
@enilev
@albertoemachado
@bluejak3
@philippemetayer

Top Mentioned in G6:
@anniinavaltonen
@kkotakorpi
@henrialen
@kiiheidi
@tfranti
@yletv1
@seijapaasonen
@lumasuomi
@lukiolaiset
@anttipeistera

Top Mentioned in G7:
@hubspotfrance
@laurentbourelly
@guirado_david
@doeurf
@coconsemantique
@anthonyrochand

Top Mentioned in G8:
@botlabhd
@digtalhumanatee

Top Mentioned in G9:
@bbrayshay
@mpcomgarden
@juliefutcher

Top Mentioned in G10:
@gephi
@permen_karet29
@mistervonline

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@codedailybot
@ipythonistabot
@morolswediu
@coderretweet
@fabriciosx
@hubofml
@thecuriousluke
@bills_bot
@rstatstweet

Top Tweeters in G1:
@harrylafranc
@barripdmx
@deuchnord
@histoire_du_vin
@paus_sn
@ooof
@amaurypi
@totetmatt
@petitpixel29
@mikekujawski

Top Tweeters in G2:
@chidambara09
@fabriciosx
@hubofml
@thecuriousluke
@rstatstweet
@shoutmgb
@michaelbathurst
@nvsdata
@machine_ml
@ronald_vanloon

Top Tweeters in G3:
@c_edinh
@diegolemon77
@vale___mx
@negrordico
@norbert60976479
@dianaqro
@anapau_porfavo
@eddy_talks
@alingoche
@justpao88

Top Tweeters in G4:
@codedailybot
@ipythonistabot
@morolswediu
@coderretweet
@bills_bot
@botfordev
@goaidev
@lala35539674
@sebbourguignon
@albertoemachado

Top Tweeters in G5:
@kemp_ebooks
@madelhaine_
@thatdnaguy
@robroc
@erinannmcc
@jogjamnfs
@martinbangratz
@rx9jnl
@__osint__
@morsla

Top Tweeters in G6:
@henrialen
@kiiheidi
@yletv1
@seijapaasonen
@lumasuomi
@mihkal
@anniinavaltonen
@anttipeistera
@tfranti
@lukiolaiset

Top Tweeters in G7:
@anthonyrochand
@jeancayeux
@laurentbourelly
@doeurf
@hubspotfrance
@guirado_david
@coconsemantique
@anddeil

Top Tweeters in G8:
@digtalhumanatee
@botlabhd
@discovertext
@drajchenbach
@willphillips
@emilylynell

Top Tweeters in G9:
@whicheloe
@juliefutcher
@bbrayshay
@_alexbogdan
@mpcomgarden

Top Tweeters in G10:
@mistervonline
@harisqoirun
@permen_karet29
@world6game