gephi, Twitter, 12/21/2021 6:38:25 AM, 268727


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gephi_2021-12-20_18-24-32.xlsx
gephi_2021-12-20_18-24-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 21, 2021
Short Description:
gephi via NodeXL https://bit.ly/3yLElS5
@gephi
@endy71290795
@chidambara09
@joetunas
@jnarai
@bennd77
@koisshua
@jacomyma
@this0499154500
@bendobrown

Top hashtags:
#nodexl
#gephi
#twitterresearchproject
#mediaresearchinstitute
#socialnetworkanalysis
#machinelearning

Description:
Description
The graph represents a network of 167 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, 21 December 2021 at 02:24 UTC.

The requested start date was Tuesday, 21 December 2021 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 12-day, 10-hour, 44-minute period from Tuesday, 07 December 2021 at 06:00 UTC to Sunday, 19 December 2021 at 16:44 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 : 167
Unique Edges : 209
Edges With Duplicates : 339
Total Edges : 548
Number of Edge Types : 5
Retweet : 64
MentionsInRetweet : 282
Mentions : 123
Replies to : 36
Tweet : 43
Self-Loops : 46
Reciprocated Vertex Pair Ratio : 0.0323741007194245
Reciprocated Edge Ratio : 0.0627177700348432
Connected Components : 41
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 69
Maximum Edges in a Connected Component : 390
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.491053
Graph Density : 0.0103527883991054
Modularity : 0.406378
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 167 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, 21 December 2021 at 02:24 UTC.

The requested start date was Tuesday, 21 December 2021 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 12-day, 10-hour, 44-minute period from Tuesday, 07 December 2021 at 06:00 UTC to Sunday, 19 December 2021 at 16:44 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:
[7] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267818
[3] https://en.snapod.net/podcast-en/episode/1ac8689e/netfrix-ep11anyone-can-analyze-networks
[2] https://www.youtube.com/watch?v=FpOIbhOmGUs&feature=youtu.be

[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268298
[2] https://twitter.com/Gephi/status/1467903242906615810
[2] https://gephi.wordpress.com/2021/12/06/gephi-code-sustainability-retreat-2021-debriefing/
[1] https://www.eventbrite.com/e/2022-winter-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-166183444155?aff=ebdsoporgprofile
[1] https://pypi.org/project/jira/
[1] https://gephi.org/

Top URLs in Tweet in G1:
[2] https://gephi.wordpress.com/2021/12/06/gephi-code-sustainability-retreat-2021-debriefing/
[1] https://twitter.com/PLK5280/status/1468943165159878661
[1] https://www.dropbox.com/sh/t5r31rqkxf49prp/AADliiVkKwve6pQ8QNMCEyyLa

Top URLs in Tweet in G2:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267818
[3] https://en.snapod.net/podcast-en/episode/1ac8689e/netfrix-ep11anyone-can-analyze-networks
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268298
[1] https://twitter.com/FosdemResearch/status/1471131399948226569
[1] https://ratethispodcast.com/netfrix

Top URLs in Tweet in G3:
[1] https://twitter.com/Gephi/status/1467903242906615810
[1] https://twitter.com/collegemenfess/status/1468895960159842306
[1] https://gephi.org/tutorials/gephi-tutorial-quick_start.pdf
[1] http://informationr.net/ir/26-4/paper909.html
[1] https://pypi.org/project/jira/
[1] https://gephi.org/
[1] https://ipython.org/
[1] https://marketplace.atlassian.com/apps/1214144/jupyter-viewer-for-confluence?hosting=cloud&tab=overview

Top URLs in Tweet in G4:
[7] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/

Top URLs in Tweet in G5:
[1] https://ostprog.de/die-kindertruppe-der-initiative-familien-gegen-die-vernunft/

Top URLs in Tweet in G6:
[1] https://www.eventbrite.com/e/2022-winter-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-166183444155?aff=ebdsoporgprofile

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[24] nodexl
[24] gephi
[24] twitterresearchproject
[22] mediaresearchinstitute
[11] socialnetworkanalysis
[10] machinelearning
[10] ai
[9] rstats
[9] openscience
[8] datascience



Top Hashtags in Tweet in G1:
[1] fosdem
[1] btc
[1] lightningnetwork

Top Hashtags in Tweet in G2:
[6] gephi
[6] nodexl
[5] iot
[4] realsikhsagainstkhalistan
[4] sikhsrejectkhalistan
[4] twitter
[4] socialmedia
[4] netfrix
[3] linux
[3] flutter

Top Hashtags in Tweet in G3:
[1] bibliometria
[1] altmetria
[1] gephi
[1] sci2tool
[1] vosviewer
[1] pajek
[1] citespace
[1] histcite

Top Hashtags in Tweet in G4:
[23] twitterresearchproject
[21] mediaresearchinstitute
[11] socialnetworkanalysis
[10] machinelearning
[9] gephi
[9] nodexl
[9] rstats
[9] openscience
[8] datascience
[7] ai

Top Hashtags in Tweet in G6:
[7] nodexl
[6] gephi
[1] phdchat
[1] scicomm

Top Hashtags in Tweet in G7:
[1] airdrop
[1] airdrops
[1] solana

Top Words
Top Words in Tweet in Entire Graph:
[136] gephi
[38] nodexl
[31] arcelinobsilva
[30] this0499154500
[29] chidambara09
[29] docassar
[27] michaelbathurst
[24] #nodexl
[24] #gephi
[24] #twitterresearchproject

Top Words in Tweet in G1:
[35] gephi
[8] code
[8] sustainability
[8] retreat
[8] 2021
[7] ended
[7] last
[7] week
[7] great
[7] project

Top Words in Tweet in G2:
[41] gephi
[38] nodexl
[31] arcelinobsilva
[30] this0499154500
[29] chidambara09
[29] docassar
[27] michaelbathurst
[20] bendobrown
[15] top
[15] thesikhanalyst

Top Words in Tweet in G3:
[21] gephi
[7] data
[4] 22
[3] ngolah
[3] dengan
[3] ela
[3] funciona
[3] jira
[2] graph
[2] see

Top Words in Tweet in G4:
[23] #twitterresearchproject
[21] #mediaresearchinstitute
[15] allhoff_joachim
[15] tweets
[13] digital
[13] landscape
[13] worldwide
[13] last
[11] #socialnetworkanalysis
[10] #machinelearning

Top Words in Tweet in G5:
[5] die
[4] l0renz_h
[4] schroeder_k
[4] if_bund
[4] fdpbay
[4] bvkj
[4] chanasitjonas
[4] vielen
[4] dank
[4] tool

Top Words in Tweet in G6:
[7] #nodexl
[6] day
[6] intensive
[6] training
[6] event
[6] social
[6] network
[6] analysis
[6] drawing
[6] tools

Top Words in Tweet in G7:
[2] solabrador

Top Words in Tweet in G8:
[2] gephi
[2] degree
[2] plus

Top Words in Tweet in G10:
[3] run
[3] gephi
[3] interesting
[2] know
[2] anti
[2] flood
[2] tweets
[2] bots
[2] seem
[2] very

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[22] #mediaresearchinstitute,#twitterresearchproject
[19] gephi,bendobrown
[17] docassar,gephi
[15] nodexl,michaelbathurst
[15] michaelbathurst,thesikhanalyst
[15] thesikhanalyst,ozerkhalid
[14] allhoff_joachim,#mediaresearchinstitute
[13] #gephi,#nodexl
[13] #twitterresearchproject,digital
[13] digital,landscape

Top Word Pairs in Tweet in G1:
[8] gephi,code
[8] code,sustainability
[8] sustainability,retreat
[8] retreat,2021
[7] 2021,ended
[7] ended,last
[7] last,week
[7] week,great
[7] great,project
[7] project,summary

Top Word Pairs in Tweet in G2:
[19] gephi,bendobrown
[17] docassar,gephi
[15] nodexl,michaelbathurst
[15] michaelbathurst,thesikhanalyst
[15] thesikhanalyst,ozerkhalid
[12] this0499154500,gephi
[12] gephi,arcelinobsilva
[12] arcelinobsilva,michaelbathurst
[12] jacomyma,reachind_uk
[12] top,10

Top Word Pairs in Tweet in G3:
[3] ngolah,data
[2] pake,metode
[2] metode,sna
[2] estudos,bibliométricos

Top Word Pairs in Tweet in G4:
[21] #mediaresearchinstitute,#twitterresearchproject
[14] allhoff_joachim,#mediaresearchinstitute
[13] #twitterresearchproject,digital
[13] digital,landscape
[13] landscape,worldwide
[13] worldwide,tweets
[13] tweets,last
[9] #gephi,#nodexl
[9] #nodexl,#rstats
[6] #twitterresearchproject,#socialnetworkanalysis

Top Word Pairs in Tweet in G5:
[4] l0renz_h,schroeder_k
[4] schroeder_k,if_bund
[4] if_bund,fdpbay
[4] fdpbay,bvkj
[4] bvkj,chanasitjonas
[4] chanasitjonas,vielen
[4] vielen,dank
[4] dank,tool
[4] gephi,freeware
[4] freeware,die

Top Word Pairs in Tweet in G6:
[6] day,intensive
[6] intensive,training
[6] training,event
[6] event,social
[6] social,network
[6] network,analysis
[6] analysis,drawing
[6] drawing,tools
[6] tools,such
[6] such,#nodexl

Top Word Pairs in Tweet in G10:
[3] run,gephi
[2] interesting,run
[2] gephi,flood
[2] flood,tweets
[2] tweets,bots
[2] bots,seem
[2] seem,very
[2] very,determined
[2] determined,influence
[2] influence,debates

Top Replied-To
Top Replied-To in Entire Graph:
@gephi
@vseostudio
@docassar
@deeppurplepod
@bendobrown
@martinomosna
@janicprod
@chidambara09
@solabrador
@this0499154500

Top Replied-To in G1:
@gephi
@vseostudio
@bendobrown
@martinomosna
@perksentangled
@nicolasbchb
@tagazox
@totetmatt

Top Replied-To in G2:
@docassar
@this0499154500
@chidambara09

Top Replied-To in G5:
@l0renz_h

Top Replied-To in G7:
@solabrador

Top Replied-To in G8:
@davetroy
@rscherwin

Top Replied-To in G9:
@cryptovondoom

Top Replied-To in G10:
@mikeetherington

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@arcelinobsilva
@chidambara09
@this0499154500
@michaelbathurst
@docassar
@bendobrown
@nodexl
@jacomyma
@allhoff_joachim

Top Mentioned in G1:
@gephi
@notepad_plus
@firstlink_bdx
@nallabalu1
@jacomyma
@tiagopeixoto
@captcanuck6
@tagazox
@cryptocloaks
@start9labs

Top Mentioned in G2:
@gephi
@arcelinobsilva
@chidambara09
@this0499154500
@michaelbathurst
@docassar
@bendobrown
@nodexl
@jacomyma
@thesikhanalyst

Top Mentioned in G4:
@allhoff_joachim
@adiw1202

Top Mentioned in G5:
@schroeder_k
@if_bund
@fdpbay
@bvkj
@chanasitjonas
@ostprog
@l0renz_h

Top Mentioned in G6:
@nodexlacademy

Top Mentioned in G7:
@riodihan
@gephi
@bobbxl
@kirstendanis
@anas_han1f

Top Mentioned in G8:
@housegop
@repgosar
@ussenate

Top Mentioned in G9:
@bitfrenchies
@edarababyg
@gephi
@vepi

Top Mentioned in G10:
@amandar04219824
@jaymitchinson
@andilkley

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@collegemenfess
@cybersecurityn8
@ipythonistabot
@morolswediu
@edarababyg
@fluttbot
@kvajpayaee
@thecuriousluke

Top Tweeters in G1:
@bennd77
@andrybrew
@captcanuck6
@nallabalu1
@rmattula
@perksentangled
@seinecle
@cryptocloaks
@jnarai
@openp2pdesign

Top Tweeters in G2:
@chidambara09
@xaelbot
@cybersecurityn8
@morolswediu
@fluttbot
@kvajpayaee
@bills_bot
@botfordev
@michaelbathurst
@mpweirdopodcast

Top Tweeters in G3:
@collegemenfess
@abrilreptil
@kreuzfarben
@larinarel
@followlori
@bellt0wer
@yearrypanji
@jdevoo
@dsottimano
@blackswanie3

Top Tweeters in G4:
@thecuriousluke
@datasciencebot_
@openscitalk
@rstats4ds
@askn0b0dy
@adiw1202
@readtechhere
@allhoff_joachim
@ai_cmm
@mongreloutsider

Top Tweeters in G5:
@ichbinschoener
@ostprog
@ffmfranz
@hakunayourtata1
@schroeder_k
@bvkj
@chanasitjonas
@fdpbay
@l0renz_h
@if_bund

Top Tweeters in G6:
@b0tsci
@scicommbot
@jayaisales
@smr_foundation
@nodexlacademy
@rsquared0

Top Tweeters in G7:
@riodihan
@kirstendanis
@bobbxl
@anas_han1f
@solabrador
@endy71290795

Top Tweeters in G8:
@housegop
@davetroy
@repgosar
@realshawneib
@rscherwin
@ussenate

Top Tweeters in G9:
@edarababyg
@cryptovondoom
@vepi
@joetunas
@bitfrenchies

Top Tweeters in G10:
@jaymitchinson
@mikeetherington
@t77jim
@andilkley
@amandar04219824


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