gephi, Twitter, 8/23/2022 2:06:57 AM, 280564


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gephi_2022-08-22_18-15-00.xlsx
gephi_2022-08-22_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 23, 2022
Short Description:
gephi via NodeXL https://bit.ly/3KkNgzN
@gephi
@this0499154500
@totetmatt
@evonnemcarthur
@allhoff_joachim
@chidambara09
@flefgraph
@bjornih
@aqsaqal
@periodistascuba

Top hashtags:
#mediaresearchinstitute
#twitterresearchproject
#gephi
#twitter
#socialnetworkanalysis

Description:
Description
The graph represents a network of 141 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, 23 August 2022 at 01:15 UTC.

The requested start date was Tuesday, 23 August 2022 at 00:01 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 12-day, 17-hour, 29-minute period from Tuesday, 09 August 2022 at 00:15 UTC to Sunday, 21 August 2022 at 17:44 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 : 141
Unique Edges : 120
Edges With Duplicates : 117
Total Edges : 237
Number of Edge Types : 5
Replies to : 39
Mentions : 72
Retweet : 35
Tweet : 19
MentionsInRetweet : 72
Self-Loops : 24
Reciprocated Vertex Pair Ratio : 0.0402684563758389
Reciprocated Edge Ratio : 0.0774193548387097
Connected Components : 34
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 129
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.974925
Graph Density : 0.00785207700101317
Modularity : 0.591305
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 141 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, 23 August 2022 at 01:15 UTC.

The requested start date was Tuesday, 23 August 2022 at 00:01 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 12-day, 17-hour, 29-minute period from Tuesday, 09 August 2022 at 00:15 UTC to Sunday, 21 August 2022 at 17:44 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:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280158
[1] https://www.dropbox.com/sh/mumdn35y43rwa41/AAB_u81ajAqVbFX7BTygl4AZa?dl=0
[1] https://drive.google.com/file/d/1ZAHm3Am83QNpQyPCiYGowuFke7eGJVvI/view?usp=sharing
[1] https://gephi.org/
[1] https://www.khalifaihler.org/proudboys
[1] https://treeverse.app
[1] https://github.com/gephi/gephi/wiki/HITS
[1] https://twitter.com/bjornih/status/1559811007769444353
[1] https://colab.research.google.com/drive/12dkxzTqmU-T0SpSYRonK5vZnisPwRZBv?usp=sharing
[1] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/

Top URLs in Tweet in G1:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280158
[1] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[1] https://colab.research.google.com/drive/12dkxzTqmU-T0SpSYRonK5vZnisPwRZBv?usp=sharing

Top URLs in Tweet in G2:
[1] https://drive.google.com/file/d/1ZAHm3Am83QNpQyPCiYGowuFke7eGJVvI/view?usp=sharing
[1] https://twitter.com/bjornih/status/1559811007769444353
[1] https://www.khalifaihler.org/proudboys

Top URLs in Tweet in G6:
[1] https://twitter.com/Sparrlyten/status/1556594775708532737?s=20&t=f0GVtd5boacIrklQpxnaPQ
[1] https://gephi.org
[1] https://gephi.org/

Top URLs in Tweet in G7:
[1] https://treeverse.app

Top URLs in Tweet in G10:
[1] https://link.springer.com/chapter/10.1007/97

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10] mediaresearchinstitute
[10] twitterresearchproject
[7] gephi
[7] twitter
[6] socialnetworkanalysis
[5] photography
[4] datascience
[3] nodexl
[3] telecomix
[3] op0h8



Top Hashtags in Tweet in G1:
[10] mediaresearchinstitute
[10] twitterresearchproject
[6] socialnetworkanalysis
[5] twitter
[5] photography
[4] gephi
[4] datascience
[3] python
[2] ai
[2] nodexl

Top Hashtags in Tweet in G5:
[1] gephi

Top Hashtags in Tweet in G6:
[1] jm41222

Top Hashtags in Tweet in G10:
[1] controversymapping
[1] gephi

Top Words
Top Words in Tweet in Entire Graph:
[81] gephi
[21] network
[14] analysis
[11] data
[10] using
[10] herramienta
[10] allhoff_joachim
[10] #mediaresearchinstitute
[10] #twitterresearchproject
[9] map

Top Words in Tweet in G1:
[11] gephi
[10] allhoff_joachim
[10] #mediaresearchinstitute
[10] #twitterresearchproject
[6] #socialnetworkanalysis
[5] digital
[5] landscape
[5] worldwide
[5] tweets
[5] 2022

Top Words in Tweet in G2:
[16] gephi
[4] bjornih
[4] sigmajs
[3] cyberalexi
[3] tools
[3] spending
[3] police
[3] archives
[3] files
[2] providing

Top Words in Tweet in G3:
[2] gephi

Top Words in Tweet in G4:
[4] cristiansalazar
[4] botcheckercl
[4] elnicokeledicen
[4] servelchile
[4] carreragonzalo
[4] gephi
[4] permite
[3] herramienta
[3] open
[3] source

Top Words in Tweet in G5:
[7] conseils
[7] faire
[6] follower
[6] fait
[6] graphe
[6] assez
[6] cool
[6] demande
[6] rendre
[6] plus

Top Words in Tweet in G6:
[8] gephi
[4] social
[4] network
[4] anyone
[3] graph
[2] open
[2] analysis
[2] data
[2] more
[2] using

Top Words in Tweet in G7:
[4] recommendations
[3] digitalcoeliac
[3] dkennedyhands
[3] _atanas_
[3] socioviz
[3] gephi
[3] netlytic
[3] many
[3] thanks
[3] way

Top Words in Tweet in G8:
[5] full
[5] house
[5] today
[5] snurb_dot_info
[5] workshop
[5] introduction
[5] network
[5] analysis
[5] using
[5] gephi

Top Words in Tweet in G9:
[2] analysis
[2] map
[2] used
[2] recruiters

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[11] network,analysis
[10] #mediaresearchinstitute,#twitterresearchproject
[7] using,gephi
[7] allhoff_joachim,#mediaresearchinstitute
[7] herramienta,gephi
[6] follower,fait
[6] fait,graphe
[6] graphe,assez
[6] assez,cool
[6] cool,demande

Top Word Pairs in Tweet in G1:
[10] #mediaresearchinstitute,#twitterresearchproject
[7] allhoff_joachim,#mediaresearchinstitute
[5] #twitterresearchproject,digital
[5] digital,landscape
[5] landscape,worldwide
[5] worldwide,tweets
[5] tweets,2022
[5] 2022,until
[5] until,august
[5] august,15

Top Word Pairs in Tweet in G2:
[3] cyberalexi,gephi
[2] spending,monday
[2] monday,morning
[2] morning,having
[2] having,coffee
[2] coffee,thinking
[2] thinking,sigmajs
[2] sigmajs,gephi
[2] gephi,deserve
[2] deserve,big

Top Word Pairs in Tweet in G4:
[4] cristiansalazar,botcheckercl
[4] botcheckercl,elnicokeledicen
[4] elnicokeledicen,servelchile
[4] servelchile,carreragonzalo
[3] carreragonzalo,gephi
[3] gephi,herramienta
[3] herramienta,open
[3] open,source
[3] source,permite
[2] xcriscl1,cristiansalazar

Top Word Pairs in Tweet in G5:
[6] follower,fait
[6] fait,graphe
[6] graphe,assez
[6] assez,cool
[6] cool,demande
[6] demande,conseils
[6] conseils,rendre
[6] rendre,plus
[6] plus,joli
[6] joli,lisible

Top Word Pairs in Tweet in G6:
[3] social,network
[2] network,analysis
[2] using,gephi
[2] autre,originalité
[2] originalité,exploiter
[2] exploiter,analyses
[2] analyses,quantitatives
[2] quantitatives,étudier
[2] étudier,l'iconographie
[2] l'iconographie,grecque

Top Word Pairs in Tweet in G7:
[3] digitalcoeliac,dkennedyhands
[3] dkennedyhands,_atanas_
[3] _atanas_,socioviz
[3] socioviz,gephi
[3] gephi,netlytic
[3] netlytic,many
[3] many,thanks
[3] thanks,recommendations
[3] recommendations,way
[3] way,see

Top Word Pairs in Tweet in G8:
[5] full,house
[5] house,today
[5] today,snurb_dot_info
[5] snurb_dot_info,workshop
[5] workshop,introduction
[5] introduction,network
[5] network,analysis
[5] analysis,using
[5] using,gephi
[5] gephi,qutdmrc

Top Word Pairs in Tweet in G9:
[2] analysis,map

Top Replied-To
Top Replied-To in Entire Graph:
@cyberalexi
@bjornih
@mlowdi
@gephi
@totetmatt
@dh_potsdam
@jaynemgale
@jorge_andres_vb
@cristiansalazar
@herrkrise

Top Replied-To in G1:
@gephi

Top Replied-To in G2:
@bjornih
@cyberalexi
@mlowdi
@dh_potsdam
@gephi
@dejanseo

Top Replied-To in G3:
@jesus_colega_
@canisamicus

Top Replied-To in G4:
@jorge_andres_vb
@cristiansalazar

Top Replied-To in G5:
@totetmatt
@seinecle
@conspirator0

Top Replied-To in G7:
@digitalcoeliac

Top Replied-To in G9:
@jaynemgale

Top Replied-To in G10:
@lordelend

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@allhoff_joachim
@snurb_dot_info
@qutdmrc
@flefgraph
@evonnemcarthur
@botcheckercl
@elnicokeledicen
@servelchile
@carreragonzalo

Top Mentioned in G1:
@allhoff_joachim
@evonnemcarthur
@gephi
@chidambara09
@fabriciosx
@periodistascuba
@this0499154500
@periodistas
@inkscape
@googlecolab

Top Mentioned in G2:
@gephi
@sigmajs
@80legs
@danya_sko
@january6thcmte
@bjornih

Top Mentioned in G3:
@dictatriz
@ilthea
@jseijasdev
@fred_ssc
@marcosbl
@devruso
@jordirico

Top Mentioned in G4:
@botcheckercl
@elnicokeledicen
@servelchile
@carreragonzalo
@cristiansalazar
@xcriscl1

Top Mentioned in G5:
@flefgraph
@gephi
@totetmatt

Top Mentioned in G6:
@fabienbp

Top Mentioned in G7:
@dkennedyhands
@_atanas_
@socioviz
@gephi
@netlytic
@dhpsp
@digitalcoeliac

Top Mentioned in G8:
@snurb_dot_info
@qutdmrc
@sofya_glazunova

Top Mentioned in G9:
@maggiewillrise
@qedcats
@wjbmass

Top Mentioned in G10:
@tantlab
@rustlabbochum
@stefan_laser_

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@collegemenfess
@fabriciosx
@codewithtwitchi
@xeronbot
@thecuriousluke
@botfemale
@serrano_rene
@tarunynorzo
@pyscalellc

Top Tweeters in G1:
@chidambara09
@fabriciosx
@codewithtwitchi
@xeronbot
@thecuriousluke
@botfemale
@pyscalellc
@openscitalk
@periodistas
@_jakashi

Top Tweeters in G2:
@davidiwanow
@bjornih
@mihkal
@dejanseo
@cyberalexi
@aqsaqal
@gephi
@danya_sko
@gvegayon
@mlowdi

Top Tweeters in G3:
@fred_ssc
@jordirico
@marcosbl
@sararc83
@ilthea
@dictatriz
@canisamicus
@jesus_colega_
@devruso
@jseijasdev

Top Tweeters in G4:
@nlferrer
@apruebo_apruebo
@servelchile
@carreragonzalo
@jorge_andres_vb
@cristiansalazar
@elnicokeledicen
@xcriscl1
@botcheckercl

Top Tweeters in G5:
@conspirator0
@seinecle
@flefgraph
@eddyrobinson
@totetmatt
@jouveaum
@saveurdantan
@astro_ad

Top Tweeters in G6:
@tarunynorzo
@jjmerelo
@fabienbp
@ngutten
@fangazza
@anapaucarbonel1
@sarceg
@iam_gwsnyder

Top Tweeters in G7:
@_atanas_
@sciencecommuni2
@dhpsp
@dkennedyhands
@digitalcoeliac
@socioviz
@netlytic

Top Tweeters in G8:
@snurb_dot_info
@socialmediaqut
@qutdmrc
@anryzhova
@octner
@sofya_glazunova

Top Tweeters in G9:
@wjbmass
@dleetafterdeath
@jaynemgale
@maggiewillrise
@qedcats

Top Tweeters in G10:
@lordelend
@stefan_laser_
@tantlab
@datalora
@rustlabbochum


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