gephi, Twitter, 10/26/2021 4:54:45 AM, 264770


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gephi_2021-10-25_17-52-00.xlsx
gephi_2021-10-25_17-52-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 26, 2021
Short Description:
gephi via NodeXL https://bit.ly/3pRLEFJ
@os2int
@developerbot_v1
@michaelbathurst
@allhoff_joachim
@gephi
@verukita1
@docassar
@chidambara09
@albertoemachado
@nodexl

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

Description:
Description
The graph represents a network of 263 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, 26 October 2021 at 00:52 UTC.

The requested start date was Tuesday, 26 October 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, 8-hour, 56-minute period from Tuesday, 12 October 2021 at 13:18 UTC to Sunday, 24 October 2021 at 22:14 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 : 263
Unique Edges : 327
Edges With Duplicates : 1065
Total Edges : 1392
Number of Edge Types : 5
Replies to : 46
Mentions : 337
MentionsInRetweet : 750
Retweet : 219
Tweet : 40
Self-Loops : 57
Reciprocated Vertex Pair Ratio : 0.118773946360153
Reciprocated Edge Ratio : 0.212328767123288
Connected Components : 51
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 136
Maximum Edges in a Connected Component : 1226
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.856302
Graph Density : 0.00847531419615128
Modularity : 0.258423
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 263 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, 26 October 2021 at 00:52 UTC.

The requested start date was Tuesday, 26 October 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, 8-hour, 56-minute period from Tuesday, 12 October 2021 at 13:18 UTC to Sunday, 24 October 2021 at 22:14 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:
[71] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264407
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264457
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264579
[6] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264535
[5] https://nordicapis.com/7-mantras-for-quality-developer-experience/
[3] https://lucahammer.com/2016/09/06/guide-analyzing-twitter-networks-with-gephi-0-9-1/
[3] https://github.com/eleurent/twitter-graph
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264358
[2] https://twitter.com/michaelbathurst/status/1450814966500675597

Top URLs in Tweet in G1:
[40] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264407
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264457
[6] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264579
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264358
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264587
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264535
[2] https://twitter.com/michaelbathurst/status/1450814966500675597
[1] https://drive.google.com/file/d/1vr-1JMYr_6_vlN67ew_SElA2bZOsAOFm/view?usp=sharing
[1] https://twitter.com/docassar/status/1451197990627012621

Top URLs in Tweet in G2:
[1] https://os2int.com/toolbox/creating-visual-intelligence-from-telegram-user-group-data/

Top URLs in Tweet in G3:
[31] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264407
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264579
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264535

Top URLs in Tweet in G4:
[2] https://affimarket.fr/tuto-prestashop-1-7-seo-maillage-gephi-ep-69/
[1] https://pubmed.ncbi.nlm.nih.gov/34665737/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1l1vNBYu_edcRJFpZeyJevni8sGeTo8oV9NQ7NCf0P5Mzjfs6t&fc=None&ff=20211019201233&v=2.15.0
[1] https://www.artemiranda.es/

Top URLs in Tweet in G5:
[1] https://observablehq.com/@iosonosempreio/welcome-graphology
[1] https://twitter.com/gauravsabnis/status/1448409068641587203

Top URLs in Tweet in G7:
[1] http://statnet.org/Workshops/ndtv_workshop.html

Top URLs in Tweet in G10:
[1] https://unpocodejava.com/2014/09/11/que-es-gephi/amp/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[123] nodexl
[85] gephi
[60] datascience
[56] mediaresearchinstitute
[48] twitterresearchproject
[40] machinelearning
[33] ai
[24] phdchat
[17] transvision
[17] sociology



Top Hashtags in Tweet in G1:
[83] nodexl
[62] gephi
[54] mediaresearchinstitute
[50] datascience
[46] twitterresearchproject
[33] machinelearning
[25] ai
[17] sociology
[17] phdchat
[11] sna

Top Hashtags in Tweet in G2:
[1] osint
[1] socialmedia
[1] cyber
[1] python
[1] nodejs

Top Hashtags in Tweet in G3:
[34] nodexl
[5] ff
[4] datascience
[3] leadership
[3] ai
[3] transvision
[3] gephi
[3] influencers
[2] machinelearning
[2] phdchat

Top Hashtags in Tweet in G4:
[3] gephi
[1] metodologia
[1] networkanalysis
[1] sna
[1] analisederedessociais
[1] mentoria
[1] redessociais
[1] selenium
[1] webscraping
[1] nodexl

Top Hashtags in Tweet in G5:
[2] gephi
[2] purduedh
[1] preview
[1] notworking
[1] bug
[1] windows
[1] java
[1] grafos
[1] analytics
[1] graphology

Top Hashtags in Tweet in G9:
[5] leadership
[5] nodexl
[5] datascience
[5] ai
[5] transvision
[5] machinelearning
[5] gephi
[5] influencers
[5] phdchat

Top Words
Top Words in Tweet in Entire Graph:
[266] nodexl
[128] gephi
[123] #nodexl
[101] chidambara09
[100] albertoemachado
[95] eventsinfluenc1
[94] time
[85] #gephi
[81] step
[73] allhoff_joachim

Top Words in Tweet in G1:
[151] nodexl
[83] #nodexl
[71] allhoff_joachim
[62] #gephi
[56] verukita1
[54] #mediaresearchinstitute
[50] chidambara09
[50] #datascience
[49] albertoemachado
[49] gephi

Top Words in Tweet in G2:
[76] time
[76] step
[38] another
[38] osint
[38] workflow
[38] article
[38] guide
[38] extract
[38] telegram
[38] group

Top Words in Tweet in G3:
[106] nodexl
[51] chidambara09
[51] albertoemachado
[48] eventsinfluenc1
[34] #nodexl
[29] developerbot_v1
[29] michaelbathurst
[26] docassar
[12] mihkal
[10] this0499154500

Top Words in Tweet in G4:
[17] gephi
[3] c'est
[3] #gephi
[2] mais
[2] ce
[2] good
[2] morning
[2] day
[2] using
[2] code

Top Words in Tweet in G5:
[9] gephi
[3] iosonosempreio
[3] network
[2] #gephi
[2] densitydesign
[2] see
[2] experimenting
[2] stuck
[2] tested
[2] today

Top Words in Tweet in G7:
[8] searched
[8] literal
[8] years
[8] good
[8] way
[8] visualize
[8] dynamic
[8] change
[8] over
[8] time

Top Words in Tweet in G8:
[2] benmschmidt
[2] zoe_leblanc
[2] quinnanya
[2] mellymeldubs
[2] johnrladd
[2] triggered
[2] flashback
[2] crazy
[2] system
[2] edge

Top Words in Tweet in G9:
[5] michaelbathurst
[5] twitter
[5] excellence
[5] #leadership
[5] #nodexl
[5] #datascience
[5] #ai
[5] #transvision
[5] #machinelearning
[5] #gephi

Top Words in Tweet in G10:
[2] mistergerson
[2] roberto_dubon
[2] sept_sentido
[2] mxgxw_gamma
[2] gephi
[2] escalas

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[94] nodexl,chidambara09
[71] #nodexl,nodexl
[71] chidambara09,albertoemachado
[71] albertoemachado,nodexl
[71] nodexl,eventsinfluenc1
[67] eventsinfluenc1,developerbot_v1
[48] #mediaresearchinstitute,#twitterresearchproject
[40] allhoff_joachim,#mediaresearchinstitute
[40] time,another
[40] another,osint

Top Word Pairs in Tweet in G1:
[46] #mediaresearchinstitute,#twitterresearchproject
[45] nodexl,chidambara09
[40] #nodexl,nodexl
[40] chidambara09,albertoemachado
[40] albertoemachado,nodexl
[40] nodexl,eventsinfluenc1
[38] allhoff_joachim,#mediaresearchinstitute
[38] eventsinfluenc1,developerbot_v1
[21] top,hashtags
[20] hashtags,#nodexl

Top Word Pairs in Tweet in G2:
[38] time,another
[38] another,osint
[38] osint,workflow
[38] workflow,article
[38] article,time
[38] time,guide
[38] guide,step
[38] step,step
[38] step,extract
[38] extract,telegram

Top Word Pairs in Tweet in G3:
[49] nodexl,chidambara09
[31] #nodexl,nodexl
[31] chidambara09,albertoemachado
[31] albertoemachado,nodexl
[31] nodexl,eventsinfluenc1
[29] eventsinfluenc1,developerbot_v1
[17] eventsinfluenc1,nodexl
[12] docassar,nodexl
[12] nodexl,nodexl
[11] michaelbathurst,#nodexl

Top Word Pairs in Tweet in G4:
[2] tuto,prestashop
[2] prestashop,seo
[2] seo,maillage
[2] maillage,gephi
[2] gephi,ép
[2] ép,69

Top Word Pairs in Tweet in G5:
[2] tested,gephi
[2] gephi,today
[2] today,lots
[2] lots,interesting
[2] interesting,features
[2] features,building
[2] building,network
[2] network,map
[2] map,graph
[2] graph,#purduedh

Top Word Pairs in Tweet in G7:
[8] searched,literal
[8] literal,years
[8] years,good
[8] good,way
[8] way,visualize
[8] visualize,dynamic
[8] dynamic,change
[8] change,over
[8] over,time
[8] time,viraltexts

Top Word Pairs in Tweet in G8:
[2] benmschmidt,zoe_leblanc
[2] zoe_leblanc,quinnanya
[2] quinnanya,mellymeldubs
[2] mellymeldubs,johnrladd
[2] johnrladd,triggered
[2] triggered,flashback
[2] flashback,crazy
[2] crazy,system

Top Word Pairs in Tweet in G9:
[5] michaelbathurst,twitter
[5] twitter,excellence
[5] excellence,#leadership
[5] #leadership,#nodexl
[5] #nodexl,#datascience
[5] #datascience,#ai
[5] #ai,#transvision
[5] #transvision,#machinelearning
[5] #machinelearning,#gephi
[5] #gephi,#influencers

Top Word Pairs in Tweet in G10:
[2] mistergerson,roberto_dubon
[2] roberto_dubon,sept_sentido
[2] sept_sentido,mxgxw_gamma

Top Replied-To
Top Replied-To in Entire Graph:
@verukita1
@whojamawhatsit
@chksurroundings
@novelsci
@joshstenger
@ludiprice
@soonchaengie
@prof_bykov
@alex_yankeee
@bowtiedspidcrab

Top Replied-To in G1:
@verukita1
@was3210
@gauravsabnis
@docassar
@drhelenkara
@mobilemscott

Top Replied-To in G5:
@yomguithereal
@densitydesign
@gephi

Top Replied-To in G6:
@leocostss

Top Replied-To in G8:
@benmschmidt

Top Replied-To in G10:
@napoperez1998
@chrisjcom

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@chidambara09
@albertoemachado
@eventsinfluenc1
@allhoff_joachim
@developerbot_v1
@michaelbathurst
@docassar
@verukita1
@os2int

Top Mentioned in G1:
@nodexl
@allhoff_joachim
@chidambara09
@albertoemachado
@eventsinfluenc1
@verukita1
@developerbot_v1
@docassar
@michaelbathurst
@gephi

Top Mentioned in G2:
@os2int

Top Mentioned in G3:
@nodexl
@chidambara09
@albertoemachado
@eventsinfluenc1
@developerbot_v1
@michaelbathurst
@docassar
@a
@mihkal
@this0499154500

Top Mentioned in G5:
@gephi
@iosonosempreio
@densitydesign
@gauravsabnis
@morganleever

Top Mentioned in G6:
@crisvector
@midianinja
@galodeluta
@marcelofreixo
@tretanotrampo
@abocadelobo
@explana_acao
@chavosodausp

Top Mentioned in G7:
@viraltexts
@ryancordell

Top Mentioned in G8:
@zoe_leblanc
@quinnanya
@mellymeldubs
@johnrladd
@humanitiesdata
@benmschmidt

Top Mentioned in G9:
@michaelbathurst
@b

Top Mentioned in G10:
@mistergerson
@roberto_dubon
@sept_sentido
@mxgxw_gamma

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@collegemenfess
@evankirstel
@thedeveloperbot
@ipythonistabot
@morolswediu
@djangobot_
@webissimo
@fabriciosx
@andrewmorrisuk

Top Tweeters in G1:
@evankirstel
@fabriciosx
@andrewmorrisuk
@brucevh
@ricardo_ik_ahau
@thecuriousluke
@developerbot_v1
@allesundnix_
@michaelbathurst
@gauravsabnis

Top Tweeters in G2:
@ipythonistabot
@morolswediu
@djangobot_
@codewithtwitchi
@rdsweb
@jayeshmthakur
@akawombat42
@nono2357
@kirbstr
@exmergere

Top Tweeters in G3:
@chidambara09
@openmarketingtv
@shoutmgb
@pardoe_ai
@braincures
@jasnuss
@elizabot9
@albertoemachado
@_oliviabot
@rootnk

Top Tweeters in G4:
@webissimo
@fernandocheca
@toutinfos2
@mrebollo
@simulsystemsltd
@ratna_001
@christorreslugo
@pillows89
@biocodepapers
@paolobeffa

Top Tweeters in G5:
@digtalhumanatee
@andresperretti
@sorishapragyan
@maqboolsaleem
@densitydesign
@gephi
@yomguithereal
@iosonosempreio
@raf_mesa
@morganleever

Top Tweeters in G6:
@midianinja
@crisvector
@marcelofreixo
@chavosodausp
@abocadelobo
@galodeluta
@arcelinobsilva
@leocostss
@explana_acao
@tretanotrampo

Top Tweeters in G7:
@miriamkp
@ryancordell
@desemboltura
@lctabata
@digihis
@maddenamanda
@jamesleeuc
@kiunhwang
@viraltexts

Top Tweeters in G8:
@johnrladd
@quinnanya
@benmschmidt
@zoe_leblanc
@pronounced_nrj
@mellymeldubs
@humanitiesdata

Top Tweeters in G9:
@mvollmer1
@procurement2030
@supplychain2030
@mary_gambara
@analytics_699
@b

Top Tweeters in G10:
@roberto_dubon
@mistergerson
@napoperez1998
@sept_sentido
@chrisjcom
@mxgxw_gamma


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