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gephi_2019-10-09_09-32-40.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
October 09, 2019
Description:
Description
The graph represents a network of 207 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, 09 October 2019 at 16:32 UTC.

The requested start date was Wednesday, 09 October 2019 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, 19-hour, 57-minute period from Wednesday, 25 September 2019 at 02:58 UTC to Tuesday, 08 October 2019 at 22:55 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=211983
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=211805
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=210977
[3] https://digitacy.com/visualizing-ecommerce-website-structures-100m-pages-crawled/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=211677
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209537
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209909
[2] https://gephi.org
[1] https://github.com/gephi/gephi/issues/1787
[1] https://educationaltechnologyjournal.springeropen.com/articles/10.1186/s41239-019-0167-9

Top URLs in Tweet in G1:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209537
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=211983
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=211805
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=210977
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209909
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=211677
[1] https://twitter.com/RajapintaCo/status/1171438469526126594
[1] http://www.tutormentorconference.org/ConferenceMaps.htm
[1] https://tutormentor.blogspot.com/2015/05/report-looks-at-tutormentor-conferences.html

Top URLs in Tweet in G2:
[3] https://digitacy.com/visualizing-ecommerce-website-structures-100m-pages-crawled/

Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=211983
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=210977
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=211805
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=211677
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209909

Top URLs in Tweet in G4:
[1] https://twitter.com/laloumo/status/1065515482567057410
[1] https://gephi.wordpress.com/2017/09/26/gephi-0-9-2-a-new-csv-importer/
[1] https://github.com/schochastics/snahelper
[1] https://www.youtube.com/watch?v=8EU_iRikAEw&feature=youtu.be


Top URLs in Tweet in G5:
[1] https://github.com/gephi/gephi/wiki/Fruchterman-Reingold
[1] https://link.springer.com/article/10.1007%2FBF02478225
[1] https://www.jstor.org/stable/3033543
[1] https://kops.uni-konstanz.de/bitstream/handle/123456789/5739/algorithm.pdf
[1] https://www.youtube.com/watch?v=2FqM4gKeNO4&feature=youtu.be&t=341

[1] https://gephi.org/
[1] https://github.com/AntonioCheca/MTGG

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=dhQ3TucrSvs


Top URLs in Tweet in G8:
[1] https://educationaltechnologyjournal.springeropen.com/articles/10.1186/s41239-019-0167-9

Top URLs in Tweet in G9:
[1] https://www.linkedin.com/slink?code=gwpJpXV
[1] https://www.linkedin.com/slink?code=gT-d8yJ
[1] https://www.linkedin.com/slink?code=gQyrApk
[1] https://cartorezo.wordpress.com/2019/10/02/cash-investigation-sur-les-travailleurs-de-lia-les-politiques-manquent-dintelligence/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18] bigdata
[15] gephi
[14] ai
[13] iot
[12] finserv
[10] futureofwork
[8] dataviz
[8] power10
[6] cybersécurité
[6] ausvotes



Top Hashtags in Tweet in G1:
[7] bigdata
[5] ai
[4] iot
[4] bitcoin
[4] digital
[4] banknifty
[4] digitalmarketing
[4] usa
[4] digitaltransformation
[3] finserv

Top Hashtags in Tweet in G2:
[1] art

Top Hashtags in Tweet in G3:
[9] bigdata
[9] iot
[9] ai
[9] finserv
[9] futureofwork
[8] gephi
[6] cybersécurité
[6] dataviz
[6] ausvotes
[6] power10

Top Hashtags in Tweet in G4:
[2] python
[2] rstats
[1] hyphe
[1] dataviz

Top Hashtags in Tweet in G5:
[1] debodecir
[1] gephi

Top Hashtags in Tweet in G6:
[4] extinctionrebellion
[2] power10

Top Hashtags in Tweet in G8:
[1] southafrica

Top Hashtags in Tweet in G9:
[5] cashinvestigation
[3] ia
[2] cybersã©curitã©
[2] datavizualization
[2] bigdata
[1] ereputation
[1] ubereats
[1] g
[1] ces2019
[1] innovation

Top Words
Top Words in Tweet in Entire Graph:
[111] Words in Sentiment List#1: Positive
[20] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[4293] Non-categorized Words
[4424] Total Words
[167] gephi
[57] nodexl
[28] docassar
[24] chidambara09
[22] netwarsystem

Top Words in Tweet in G1:
[42] nodexl
[40] gephi
[16] docassar
[13] mihkal
[12] chidambara09
[8] netwarsystem
[7] realshawneib
[7] #bigdata
[7] socioviz
[7] smr_foundation

Top Words in Tweet in G2:
[18] website
[15] visualizing
[15] structure
[15] analyzed
[15] 10
[15] ecommerce
[14] digitacy
[14] gymshark
[12] jellyfish
[12] each

Top Words in Tweet in G3:
[28] gephi
[14] nodexl
[12] docassar
[12] chidambara09
[11] netwarsystem
[10] realshawneib
[9] top
[9] hashtags
[9] #bigdata
[9] #iot

Top Words in Tweet in G4:
[16] gephi
[8] et
[7] rã
[6] seau
[5] boogheta
[5] c'est
[5] csv
[5] jacomyma
[5] tools
[4] des

Top Words in Tweet in G5:
[14] gephi
[9] å
[8] ï
[7] ç
[6] ã
[5] ä
[4] æ
[3] uma
[3] é
[3] graphs

Top Words in Tweet in G6:
[12] gephi
[6] jessbots
[3] network
[3] neo4j
[3] netwarsystem
[3] analysis
[2] gretathunberg
[2] #power10
[2] 20
[2] nodes

Top Words in Tweet in G7:
[8] gephi
[8] jon_swords
[5] software
[4] very
[4] excited
[4] graph
[4] creative
[4] industries
[4] yorks
[4] humb

Top Words in Tweet in G8:
[3] published
[3] online
[3] module
[3] login
[3] data
[3] proxy
[3] measure
[3] student
[3] engagement
[3] case

Top Words in Tweet in G9:
[15] sur
[14] les
[7] des
[6] g_sylvestre
[6] travailleurs
[6] lâ
[6] politiques
[6] manquent
[6] dâ
[6] intelligence

Top Words in Tweet in G10:
[6] gephi
[3] scott_bot
[3] use
[2] network
[2] click
[2] here
[2] drworsten
[2] optimized
[2] graphs
[2] better

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[28] gephi,nodexl
[27] nodexl,gephi
[15] website,structure
[15] analyzed,10
[15] 10,ecommerce
[14] gephi,netwarsystem
[14] jon_swords,realshawneib
[13] netwarsystem,docassar
[13] docassar,chidambara09
[13] chidambara09,jon_swords

Top Word Pairs in Tweet in G1:
[16] gephi,nodexl
[16] nodexl,gephi
[9] docassar,gephi
[9] nodexl,nodexl
[6] gephi,netwarsystem
[6] jon_swords,realshawneib
[5] nodexl,socioviz
[5] socioviz,nodexl
[5] smr_foundation,mihkal
[5] netwarsystem,docassar

Top Word Pairs in Tweet in G2:
[15] website,structure
[15] analyzed,10
[15] 10,ecommerce
[12] digitacy,visualizing
[12] visualizing,gymshark
[12] gymshark,website
[12] structure,jellyfish
[12] jellyfish,each
[12] each,those
[12] those,pink

Top Word Pairs in Tweet in G3:
[12] gephi,nodexl
[11] nodexl,gephi
[9] top,hashtags
[8] gephi,netwarsystem
[8] netwarsystem,docassar
[8] docassar,chidambara09
[8] chidambara09,jon_swords
[8] jon_swords,realshawneib
[6] realshawneib,jacomyma
[6] jacomyma,stbridgetathena

Top Word Pairs in Tweet in G4:
[6] rã,seau
[3] boogheta,gephi
[3] gephi,yep
[3] good,tools
[2] des,noeuds
[2] chouette,article
[2] article,qui
[2] qui,raconte
[2] raconte,et
[2] et,prã

Top Word Pairs in Tweet in G5:
[3] t,co
[3] ã,ã
[2] uma,rede
[2] å,ï
[2] ç,å
[2] ç,ç
[2] ç,ï
[2] ï,ˆhttps
[2] ˆhttps,t
[2] ä,ç

Top Word Pairs in Tweet in G6:
[4] jessbots,gephi
[2] gephi,gretathunberg
[2] #power10,20
[2] 20,nodes
[2] nodes,10
[2] 10,total
[2] total,links
[2] links,computationally
[2] computationally,intractable
[2] intractable,gephi

Top Word Pairs in Tweet in G7:
[5] jon_swords,gephi
[4] very,excited
[4] excited,graph
[4] graph,creative
[4] creative,industries
[4] industries,yorks
[4] yorks,humb
[4] humb,graphed
[4] graphed,social
[4] social,network

Top Word Pairs in Tweet in G8:
[3] published,online
[3] online,module
[3] module,login
[3] login,data
[3] data,proxy
[3] proxy,measure
[3] measure,student
[3] student,engagement
[3] engagement,case
[3] case,myunisa

Top Word Pairs in Tweet in G9:
[8] sur,les
[6] les,travailleurs
[6] travailleurs,lâ
[6] les,politiques
[6] politiques,manquent
[6] manquent,dâ
[6] dâ,intelligence
[5] #cashinvestigation,sur
[5] lâ,ia
[5] ia,les

Top Replied-To
Top Replied-To in Entire Graph:
@jon_swords
@docassar
@petitpixel29
@jessbots
@gephi
@scott_bot
@digitacy
@fcahen
@jacomyma
@amarlakel

Top Replied-To in G1:
@docassar
@gephi
@profstevek
@pd_mobileapps
@tutormentorteam

Top Replied-To in G2:
@digitacy

Top Replied-To in G4:
@amarlakel
@jacomyma
@boogheta
@dataneel
@gdeandajauregui
@ruydg
@mrminiki
@christinelocher

Top Replied-To in G6:
@jessbots
@gephi
@wietsewind
@smellslike9

Top Replied-To in G7:
@jon_swords
@ravagephoto
@owen_ubd

Top Replied-To in G10:
@scott_bot
@drworsten
@tinkeringhuman

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@chidambara09
@netwarsystem
@mihkal
@jacomyma
@jon_swords
@realshawneib
@nodexl
@docassar
@gymshark

Top Mentioned in G1:
@gephi
@nodexl
@mihkal
@chidambara09
@netwarsystem
@realshawneib
@smr_foundation
@docassar
@jon_swords
@jacomyma

Top Mentioned in G2:
@gymshark
@digitacy
@gephi
@gcpcloud
@screamingfrog
@casper
@louisvuitton
@agephipopart

Top Mentioned in G3:
@gephi
@chidambara09
@netwarsystem
@docassar
@realshawneib
@jon_swords
@jacomyma
@bendobrown
@stbridgetathena
@owen_ubd

Top Mentioned in G4:
@gephi
@boogheta
@jacomyma
@cytoscape
@amarlakel
@soychicka
@gdeandajauregui
@ruydg

Top Mentioned in G6:
@gephi
@gretathunberg
@neo4j
@netwarsystem
@jessbots
@backblaze
@threadreaderapp
@graphistry
@nytimes
@uber

Top Mentioned in G7:
@gephi
@yorkdesignweek
@artskaizen
@dogeatcog
@ubd_studio
@jon_swords

Top Mentioned in G8:
@ethejournal
@springeredu
@jduart
@nidl_dcu
@elc_uoc
@uoc_research

Top Mentioned in G9:
@g_sylvestre
@visibrain
@gephi
@jacomyma

Top Mentioned in G10:
@ryanmhorne
@drworsten

Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@chidambara09
@eraser
@threadreaderapp
@mayirmamay14
@santchiweb
@nytimes
@kerner_gary
@kemp_ebooks
@jeremyhl

Top Tweeters in G1:
@gamergeeknews
@chidambara09
@jeremyhl
@machine_ml
@bernardamus
@vivianfrancos
@mikequindazzi
@tutormentorteam
@pd_mobileapps
@mspowerbi

Top Tweeters in G2:
@milaniolivera
@omo_west12
@henrimorrgh
@f_depmann26
@gymshark
@levyunipap
@casper
@screamingfrog
@mikaeldewabrata
@nohemidecampos

Top Tweeters in G3:
@santchiweb
@topcybernews
@iottogether
@kajkunnas
@dylanjfoster
@stbridgetathena
@likely75463987
@realshawneib
@jimmypashley
@rmaranhao

Top Tweeters in G4:
@mayirmamay14
@rstatstweet
@soychicka
@xmacex
@mrminiki
@christinelocher
@amarlakel
@ruydg
@boogheta
@gephi

Top Tweeters in G5:
@kemp_ebooks
@brazoli
@ialexs
@supposeiam
@sjnrth
@ooof
@sizuma090800
@dendisuhubdy
@acheca7
@roxmix

Top Tweeters in G6:
@threadreaderapp
@nytimes
@kerner_gary
@backblaze
@neo4j
@uber
@ibmwatson
@wietsewind
@brondickson
@gretathunberg

Top Tweeters in G7:
@manthorp
@jon_swords
@owen_ubd
@ravagephoto
@pollenstudio
@ubd_studio
@donna_close
@abell_design
@misterdanielm
@artskaizen

Top Tweeters in G8:
@springeredu
@ethejournal
@nidl_dcu
@elc_uoc
@uoc_research
@jduart
@dl_research

Top Tweeters in G9:
@competencerh2
@laloumo
@g_sylvestre
@visibrain
@nicolas_hu
@bahs
@reisoduke

Top Tweeters in G10:
@scott_bot
@electricarchaeo
@tinkeringhuman
@kalanicraig
@drworsten
@ryanmhorne