gephi, Twitter, 8/10/2021 5:04:15 AM, 259903


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gephi_2021-08-09_17-52-00.xlsx
gephi_2021-08-09_17-52-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 10, 2021
Short Description:
gephi via NodeXL https://bit.ly/3jEzrPK
@gephi
@chidambara09
@mihkal
@allhoff_joachim
@verukita1
@petruknisme
@docassar
@libbyinphilly
@bendobrown
@secou

Top hashtags:
#nodexl
#gephi
#mediaresearchinstitute
#datascience
#twitterresearchproject
#socialmedia
#dataviz

Description:
Description
The graph represents a network of 248 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, 10 August 2021 at 00:52 UTC.

The requested start date was Tuesday, 10 August 2021 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, 12-hour, 55-minute period from Tuesday, 27 July 2021 at 10:56 UTC to Sunday, 08 August 2021 at 23:51 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 : 248
Unique Edges : 269
Edges With Duplicates : 649
Total Edges : 918
Number of Edge Types : 5
Replies to : 51
Mentions : 294
Retweet : 142
MentionsInRetweet : 400
Tweet : 31
Self-Loops : 36
Reciprocated Vertex Pair Ratio : 0.0902612826603325
Reciprocated Edge Ratio : 0.16557734204793
Connected Components : 43
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 139
Maximum Edges in a Connected Component : 793
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.895602
Graph Density : 0.00749314352879718
Modularity : 0.361382
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 248 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, 10 August 2021 at 00:52 UTC.

The requested start date was Tuesday, 10 August 2021 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, 12-hour, 55-minute period from Tuesday, 27 July 2021 at 10:56 UTC to Sunday, 08 August 2021 at 23:51 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:
[34] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259066
[4] https://gephi.org/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259459
[4] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258843
[3] http://programming4humanists.tamu.edu/registration/
[2] https://www.youtube.com/watch?v=OuqwQWICAPo&ab_channel=MathieuJacomy

[2] https://gephi.wordpress.com/2021/07/19/gephi-road-map-summer-2021/
[1] https://drive.google.com/file/d/1ZZOCyp7u4TVX-uBC_Z8kcYoZGsCUfHAw/view?usp=sharing
[1] https://drive.google.com/file/d/1Zlsmr01LNS8rvL9TPHK2pVwS0HQSgRBT/view?usp=sharing

Top URLs in Tweet in G1:
[1] http://www.martingrandjean.ch/introduction-to-network-visualization-gephi/
[1] https://gephi.org/
[1] https://benjaminstrick.com/how-i-scrape-and-analyse-twitter-networks/
[1] https://www.youtube.com/watch?v=snPR8CwPld0&feature=youtu.be

[1] https://gephi.wordpress.com/2021/07/19/gephi-road-map-summer-2021/
[1] https://twitter.com/DataVizSociety/status/1420075865732534272
[1] https://github.com/twintproject/twint
[1] https://github.com/JustAnotherArchivist/snscrape

Top URLs in Tweet in G2:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259066
[4] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259459
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258843
[1] https://github.com/aancw/TMTG
[1] https://twitter.com/rvawonk/status/1420107514855804930

Top URLs in Tweet in G3:
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259066
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259459
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258843
[1] https://www.youtube.com/watch?v=UOT84_6BoKs&feature=youtu.be

[1] https://www.youtube.com/watch?v=OuqwQWICAPo&ab_channel=MathieuJacomy

[1] https://scotpublichealth.com/

Top URLs in Tweet in G4:
[1] https://drive.google.com/file/d/1ZZOCyp7u4TVX-uBC_Z8kcYoZGsCUfHAw/view?usp=sharing
[1] https://www.youtube.com/watch?v=OuqwQWICAPo&ab_channel=MathieuJacomy

[1] https://drive.google.com/file/d/1rZV79E89BbIZiLM1Ck1mwNiWlOppJXa8/view?usp=sharing
[1] https://drive.google.com/file/d/1Zlsmr01LNS8rvL9TPHK2pVwS0HQSgRBT/view?usp=sharing
[1] https://gephi.wordpress.com/2021/07/19/gephi-road-map-summer-2021/
[1] https://twitter.com/Gephi/status/1417126624538005515

Top URLs in Tweet in G5:
[1] https://audiense.com/
[1] https://gephi.org/
[1] https://smrfoundation.org/nodexl/
[1] https://socioviz.net/
[1] https://fr.wikipedia.org/wiki/Android

Top URLs in Tweet in G8:
[1] https://escoladedados.org/coda2020/workshop-gephi-relacoes-lexicais-e-noticia/

Top URLs in Tweet in G9:
[1] https://twitter.com/cbkwgl/status/1422252542323355651
[1] https://twitter.com/aveeksen/status/1422113060651634688

Top URLs in Tweet in G10:
[1] https://gephi.org/plugins/#/plugin/sigmaexporter

Top Domains
Top Domains in Tweet in Entire Graph:
[41] nodexlgraphgallery.org
[7] twitter.com
[6] wordpress.com
[5] gephi.org
[4] youtube.com
[3] google.com
[3] github.com
[3] tamu.edu
[1] martingrandjean.ch
[1] observablehq.com

Top Domains in Tweet in G1:
[2] github.com
[1] martingrandjean.ch
[1] gephi.org
[1] benjaminstrick.com
[1] youtube.com
[1] wordpress.com
[1] twitter.com

Top Domains in Tweet in G2:
[14] nodexlgraphgallery.org
[4] wordpress.com
[1] github.com
[1] twitter.com

Top Domains in Tweet in G3:
[27] nodexlgraphgallery.org
[2] youtube.com
[1] scotpublichealth.com

Top Domains in Tweet in G4:
[3] google.com
[1] youtube.com
[1] wordpress.com
[1] twitter.com

Top Domains in Tweet in G5:
[1] audiense.com
[1] gephi.org
[1] smrfoundation.org
[1] socioviz.net
[1] wikipedia.org

Top Domains in Tweet in G8:
[1] escoladedados.org

Top Domains in Tweet in G9:
[2] twitter.com

Top Domains in Tweet in G10:
[1] gephi.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[61] nodexl
[45] gephi
[25] mediaresearchinstitute
[21] datascience
[20] twitterresearchproject
[12] socialmedia
[12] dataviz
[10] seohashtag
[10] sna
[8] gendergap



Top Hashtags in Tweet in G1:
[2] gephivisualization
[1] network
[1] analyser
[1] dataviz
[1] datascience
[1] datascientist
[1] datastructures
[1] geospatial
[1] bukalapakipo
[1] s4

Top Hashtags in Tweet in G2:
[20] mediaresearchinstitute
[20] nodexl
[18] gephi
[15] twitterresearchproject
[7] gendergap
[6] sna
[5] rstats
[5] socialnetworkanalysis
[5] datascience
[5] youtuberesearchproject

Top Hashtags in Tweet in G3:
[41] nodexl
[16] gephi
[10] socialmedia
[10] seohashtag
[10] datascience
[5] mediaresearchinstitute
[5] twitterresearchproject
[5] wearamask
[5] sdgs
[5] dataviz

Top Hashtags in Tweet in G4:
[1] twitter

Top Hashtags in Tweet in G5:
[2] gephi
[1] ø³ø¹ùˆø¯ùšùˆù†_ùùš_ø¨ø±ùšø·ø§ù†ùšø§
[1] ø§ù„ø¨ø­ø«_ø§ù„ø¹ù„ù…ùš
[1] android
[1] microsoft
[1] apple
[1] twitter
[1] datascience

Top Hashtags in Tweet in G8:
[6] codabr20

Top Words
Top Words in Tweet in Entire Graph:
[164] gephi
[78] nodexl
[61] #nodexl
[57] allhoff_joachim
[47] michaelbathurst
[45] #gephi
[42] hashtagmarketi7
[42] tutormentorteam
[40] nodexlacademy
[38] network

Top Words in Tweet in G1:
[56] gephi
[27] networks
[23] bendobrown
[22] tool
[21] free
[20] letâ
[20] kick
[20] week
[20] great
[20] help

Top Words in Tweet in G2:
[30] allhoff_joachim
[25] gephi
[22] network
[21] graph
[20] #mediaresearchinstitute
[20] #nodexl
[20] nodexl
[18] #gephi
[16] segregated
[16] positive

Top Words in Tweet in G3:
[48] nodexl
[41] #nodexl
[34] michaelbathurst
[31] hashtagmarketi7
[31] tutormentorteam
[31] nodexlacademy
[27] allhoff_joachim
[26] gephi
[23] smr_foundation
[18] marc_smith

Top Words in Tweet in G4:
[8] gephi
[3] jacomyma
[3] start
[3] getting
[3] back
[3] tracks
[3] code
[3] sustainability
[3] retreat
[3] hosted

Top Words in Tweet in G5:
[25] ø
[20] ù
[9] gephi
[4] شبکه
[4] اجتماعی
[4] ùšø
[3] و
[3] های
[3] تحلیل
[3] با

Top Words in Tweet in G7:
[7] gephi
[6] nodexl
[3] neonsno
[3] fehmitn
[3] antconc
[3] tableau
[3] case
[2] marcowenjones

Top Words in Tweet in G8:
[13] palavras
[7] grafos
[6] comum
[6] ver
[6] nuvens
[6] tema
[6] mas
[6] serve
[6] grafo
[6] #codabr20

Top Words in Tweet in G9:
[6] way
[3] looks
[3] guy
[3] learnt
[3] extract
[3] tweets
[3] bulk
[3] passing
[3] time
[3] anyways

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[42] hashtagmarketi7,tutormentorteam
[41] tutormentorteam,michaelbathurst
[38] nodexl,hashtagmarketi7
[37] michaelbathurst,nodexlacademy
[34] #nodexl,nodexl
[30] nodexl,gephi
[22] networks,gephi
[21] letâ,kick
[21] kick,week
[21] week,great

Top Word Pairs in Tweet in G1:
[21] networks,gephi
[20] letâ,kick
[20] kick,week
[20] week,great
[20] great,free
[20] free,tool
[20] tool,help
[20] help,visualize
[20] visualize,networks
[20] gephi,bendobrown

Top Word Pairs in Tweet in G2:
[16] allhoff_joachim,#mediaresearchinstitute
[15] #mediaresearchinstitute,#twitterresearchproject
[12] segregated,groups
[12] groups,positive
[11] hashtagmarketi7,tutormentorteam
[11] tutormentorteam,michaelbathurst
[10] docassar,gephi
[10] nodexl,hashtagmarketi7
[9] #nodexl,nodexl
[9] michaelbathurst,nodexlacademy

Top Word Pairs in Tweet in G3:
[31] hashtagmarketi7,tutormentorteam
[30] tutormentorteam,michaelbathurst
[28] michaelbathurst,nodexlacademy
[28] nodexl,hashtagmarketi7
[25] #nodexl,nodexl
[19] nodexl,gephi
[17] nodexlacademy,allhoff_joachim
[12] docassar,developerbot_v1
[12] developerbot_v1,smr_foundation
[11] salhaj,#nodexl

Top Word Pairs in Tweet in G4:
[3] start,getting
[3] getting,gephi
[3] gephi,back
[3] back,tracks
[3] tracks,code
[3] code,sustainability
[3] sustainability,retreat
[3] retreat,hosted
[3] hosted,tantlab
[3] tantlab,copenhagen

Top Word Pairs in Tweet in G5:
[10] ø,ø
[9] ø,ù
[7] ù,ù
[7] ù,ø
[3] شبکه,های
[3] های,اجتماعی
[3] تحلیل,شبکه
[3] اجتماعی,با
[3] ø,ùˆø
[3] ùšø,ø

Top Word Pairs in Tweet in G7:
[3] neonsno,fehmitn
[3] fehmitn,nodexl
[3] nodexl,gephi
[3] gephi,antconc
[3] antconc,tableau
[3] tableau,case
[2] gephi,nodexl
[2] marcowenjones,neonsno

Top Word Pairs in Tweet in G8:
[6] comum,ver
[6] ver,nuvens
[6] nuvens,palavras
[6] palavras,grafos
[6] grafos,tema
[6] tema,mas
[6] mas,serve
[6] serve,grafo
[6] palavras,#codabr20
[5] escoladedados,comum

Top Word Pairs in Tweet in G9:
[3] looks,guy
[3] guy,learnt
[3] learnt,way
[3] way,extract
[3] extract,tweets
[3] tweets,bulk
[3] bulk,passing
[3] passing,time
[3] time,anyways
[3] anyways,tell

Top Replied-To
Top Replied-To in Entire Graph:
@docassar
@gephi
@sprucewells
@allhoff_joachim
@bernardamus
@beneearl
@abmask
@pwh67
@leososamusica
@queenofpeat

Top Replied-To in G1:
@gephi
@diaz_natanel
@seinecle

Top Replied-To in G2:
@docassar

Top Replied-To in G3:
@sprucewells
@allhoff_joachim
@bernardamus
@salhaj
@suhemparack
@was3210
@nodexlacademy
@ophiryotam

Top Replied-To in G4:
@gephi
@queenofpeat

Top Replied-To in G6:
@realsexycyborg

Top Replied-To in G7:
@beneearl
@neonsno
@pwh67
@abmask

Top Replied-To in G9:
@chillpillpandey

Top Replied-To in G10:
@otago

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@allhoff_joachim
@hashtagmarketi7
@tutormentorteam
@michaelbathurst
@nodexlacademy
@chidambara09
@nodexl
@bendobrown
@reutsmichael1

Top Mentioned in G1:
@gephi
@bendobrown
@osintcurious
@quingke
@qgis
@barbaralancho
@elijah_meeks
@moritz_stefaner
@grandjeanmartin
@ryanmhorne

Top Mentioned in G2:
@allhoff_joachim
@verukita1
@gephi
@hashtagmarketi7
@tutormentorteam
@michaelbathurst
@jacomyma
@chidambara09
@nodexlacademy
@libbyinphilly

Top Mentioned in G3:
@hashtagmarketi7
@tutormentorteam
@michaelbathurst
@nodexlacademy
@allhoff_joachim
@smr_foundation
@nodexl
@marc_smith
@reutsmichael1
@was3210

Top Mentioned in G4:
@gephi
@jacomyma
@tantlab
@kokoomus
@persut
@uni_newcastle
@whoresofyore
@wildlifetrusts
@siberian_times
@totalcristiano

Top Mentioned in G6:
@amis_unbalanced
@blondehistorian
@wahooney
@margaretgel
@charliclement_
@liamodelluk
@wongmjane

Top Mentioned in G7:
@fehmitn
@marcowenjones
@neonsno

Top Mentioned in G8:
@escoladedados
@fabiomalini

Top Mentioned in G9:
@cbkwgl
@agentsaffron
@saffronsniper07

Top Mentioned in G10:
@welikumbura
@rnarkhoppus
@computermacgyve
@oiioxford

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@friday_js_bot
@dataaugmented
@discovertech3
@fabriciosx
@estadao
@kalisbrood
@humanre41270855
@thecuriousluke
@prissguerrero1

Top Tweeters in G1:
@mr_jj_cakes
@parkerrm39
@magnator
@akawombat42
@blk_dolphin
@xsyntryk1
@grandjeanmartin
@seinecle
@moritz_stefaner
@julien_j0ly

Top Tweeters in G2:
@chidambara09
@humanre41270855
@thecuriousluke
@jamesvgingerich
@kas_stoner
@pythonexpertbot
@opensource_orgs
@jly1960
@jayeshmthakur
@wef

Top Tweeters in G3:
@fabriciosx
@salhaj
@michaelbathurst
@nvsdata
@sdgsbot
@developerbot_v1
@bernardamus
@tutormentorteam
@weincludedorg
@iservia

Top Tweeters in G4:
@whoresofyore
@wildlifetrusts
@sbrm7ii
@kokoomus
@irish_peat
@rmadridengineer
@espejolento
@mihkal
@totalcristiano
@iucnpeat

Top Tweeters in G5:
@tforcworc
@a
@jessicalig
@maryamhalyahya
@opena
@tehranunis
@gsmancini
@epi_net
@defuzzylord
@docassa

Top Tweeters in G6:
@realsexycyborg
@liamodelluk
@blondehistorian
@wongmjane
@wahooney
@charliclement_
@amis_unbalanced
@christo92787346
@margaretgel

Top Tweeters in G7:
@marcowenjones
@neonsno
@mustafaadam1
@fehmitn
@abmask
@beneearl
@pwh67
@yobaroman

Top Tweeters in G8:
@pietrape
@shuri_any
@fabiomalini
@nandobcosta
@herval_timbeta
@escoladedados

Top Tweeters in G9:
@kalisbrood
@kingpraveena
@cbkwgl
@agentsaffron
@saffronsniper07
@chillpillpandey

Top Tweeters in G10:
@sanjanah
@welikumbura
@rnarkhoppus
@otago
@oiioxford
@computermacgyve


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