gephi, Twitter, 3/23/2021 4:52:36 AM, 251046


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gephi_2021-03-22_17-25-08.xlsx
gephi_2021-03-22_17-25-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 23, 2021
Short Description:
gephi via NodeXL https://bit.ly/39ouaYv
@gephi
@jacomyma
@mihkal
@umblaetterer
@espejolento
@nodexl
@laurentbourelly
@jwyg
@waitmanb
@yusufyilmazphd

Top hashtags:
#gephi
#youtube
#wikipedia
#twitterresearchproject
#socialnetworkanalysis
#sna
#nodexl
#digitalmethods

Description:
Description
The graph represents a network of 305 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 March 2021 at 00:25 UTC.

The requested start date was Tuesday, 23 March 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, 11-hour, 30-minute period from Tuesday, 09 March 2021 at 07:21 UTC to Sunday, 21 March 2021 at 18:52 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 : 305
Unique Edges : 238
Edges With Duplicates : 396
Total Edges : 634
Number of Edge Types : 5
Retweet : 110
MentionsInRetweet : 182
Replies to : 57
Mentions : 246
Tweet : 39
Self-Loops : 40
Reciprocated Vertex Pair Ratio : 0.0514285714285714
Reciprocated Edge Ratio : 0.0978260869565217
Connected Components : 53
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 119
Maximum Edges in a Connected Component : 342
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.427499
Graph Density : 0.00396893874029336
Modularity : 0.510474
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 305 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 March 2021 at 00:25 UTC.

The requested start date was Tuesday, 23 March 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, 11-hour, 30-minute period from Tuesday, 09 March 2021 at 07:21 UTC to Sunday, 21 March 2021 at 18:52 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:
[14] https://www.eventbrite.co.uk/e/social-network-analysis-using-nodexl-intermediate-level-tickets-137462240261?aff=erelexpmlt
[8] https://firstdraftnews.org/long-form-article/trackers-gephi-dmi/
[7] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[4] https://gephi.org/
[2] https://www.talkwalker.com/blog/data-visualization-tools?utm_medium=social&utm_source=twitter.com&utm_term=EN&utm_content=blog&utm_campaign=data-visualization-tools&hootPostID=9af9736908317a08f633ade78fdfafdd
[2] https://twitter.com/jacomyma/status/1371892678858788876
[2] https://reticular.hypotheses.org/1866
[2] https://link.medium.com/3mtzqfFlweb
[2] http://www.martingrandjean.ch/gephi-introduction/
[1] http://networksciencebook.com/

Top URLs in Tweet in G1:
[3] https://firstdraftnews.org/long-form-article/trackers-gephi-dmi/
[2] https://reticular.hypotheses.org/1866
[2] http://www.martingrandjean.ch/gephi-introduction/
[1] https://twitter.com/kingsdh/status/1369955097988505601
[1] https://www.youtube.com/watch?v=FLiv3xnEepw&feature=youtu.be

[1] https://twitter.com/jacomyma/status/1371892678858788876
[1] https://firstdraftnews.org/latest/antivaccination-audiences-monetize/
[1] https://twitter.com/search?q=from%3Aeshalegal%20until%3A2017-03-19&src=typed_query
[1] https://openfacto.fr/2021/02/14/la-detection-de-la-desinformation-sans-coder/
[1] https://twitter.com/Gephi/status/1369960525677920259

Top URLs in Tweet in G3:
[2] https://firstdraftnews.org/long-form-article/trackers-gephi-dmi/
[1] https://medium.com/@EthnographicMachines/visual-network-analysis-with-gephi-d6241127a336?source=email-7203bd37500d-1615506519208-digest.reader--d6241127a336----1-71------------------1ec897cd_820f_42d3_a117_0daca05d212d-27-b415e6e0_9473_41d2_9ec3_691633437a84
[1] https://pubmed.ncbi.nlm.nih.gov/33665150/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1V7FV1QUbN6VMTerD_z389sQjaoTXnDMuznSZ-kJ1lgGpUhYDr&fc=None&ff=20210314003808&v=2.14.3
[1] https://blog.rmendes.net/2021/really-interesting-dataviz-on-antivax-activism-and
[1] https://twitter.com/jacomyma/status/1371892678858788876
[1] https://twitter.com/gnutiez/status/1372873876401762309

Top URLs in Tweet in G4:
[14] https://www.eventbrite.co.uk/e/social-network-analysis-using-nodexl-intermediate-level-tickets-137462240261?aff=erelexpmlt
[1] https://drive.google.com/file/d/1PC9QdhQFAxGkNpY4l7EGv4bdh9fVXjOX/view?usp=sharing
[1] https://www.youtube.com/watch?v=o-D-Duv8Mcs&t=1s&ab_channel=MikaLaiti

[1] https://drive.google.com/file/d/1Htx_mx3pv269fLw2sd-UR3hDIViMyNVi/view?usp=sharing
[1] https://drive.google.com/file/d/13f_qz1LWZSo34ZxiJ-m6GC-ZlTUW6dfU/view?usp=sharing
[1] https://gephi.org/

Top URLs in Tweet in G5:
[1] https://github.com/MartinPaulEve/LRB

Top URLs in Tweet in G7:
[7] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/

Top URLs in Tweet in G9:
[1] https://docs.google.com/forms/d/e/1FAIpQLSeHOIaatmSy5nBk-kuyq-JNgfE7E2VAkTPcA1Fvy4koZNvS9g/viewform?fbclid=IwAR17BjNPTdKa4U5JuVSZFsf3QUNisrBkGeJWlWPGyaEjb9iwHKDfP19VqP8
[1] https://waitmanbeorn.wixsite.com/drbeorn/dh

Top URLs in Tweet in G10:
[1] https://kumu.io/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[35] gephi
[31] youtube
[31] wikipedia
[25] twitterresearchproject
[25] socialnetworkanalysis
[25] sna
[24] nodexl
[17] digitalmethods
[14] phdchat
[14] marketingtwitter



Top Hashtags in Tweet in G1:
[17] digitalmethods
[2] desinformation
[1] digitalhumanities
[1] amitt
[1] criticaldatastudies

Top Hashtags in Tweet in G3:
[2] gephi
[1] dataviz
[1] antivax
[1] selenium
[1] nodexl
[1] partiti
[1] prodomosua
[1] hashtags
[1] bundestagswahl
[1] btw21

Top Hashtags in Tweet in G4:
[31] youtube
[31] wikipedia
[14] nodexl
[14] gephi
[14] phdchat
[14] marketingtwitter
[14] scicom

Top Hashtags in Tweet in G7:
[25] twitterresearchproject
[25] socialnetworkanalysis
[25] sna
[12] rstats
[10] opendata
[10] datascience
[9] nodexl
[9] gephi
[7] openscience
[7] vosonsml

Top Hashtags in Tweet in G9:
[6] digitalhumanities
[3] marvelmovies
[3] gephi
[1] twitterstorians
[1] dh

Top Words
Top Words in Tweet in Entire Graph:
[144] gephi
[52] network
[45] using
[38] nodexl
[35] #gephi
[34] data
[34] networks
[34] tracker
[32] analyse
[32] learn

Top Words in Tweet in G1:
[54] gephi
[28] jwyg
[23] bb_liliana
[22] tracker
[18] jacomyma
[17] min
[17] network
[17] kingsdh
[17] anti
[17] vaccination

Top Words in Tweet in G2:
[3] tool
[2] schachin
[2] essentialskill
[2] omisido
[2] darth_na
[2] jennyhalasz
[2] moniscope
[2] remcotensen
[2] montsecano
[2] simoncox

Top Words in Tweet in G3:
[14] gephi
[7] tweak
[4] twitter
[4] using
[4] focus
[3] tool
[3] evaluate
[2] based
[2] original
[2] information

Top Words in Tweet in G4:
[36] nodexl
[31] learn
[31] analyse
[31] #youtube
[31] #wikipedia
[31] networks
[31] using
[31] intermediate
[31] training
[31] event

Top Words in Tweet in G5:
[5] gephi
[3] data
[2] scott_bot
[2] download
[2] csv
[2] know
[2] ve
[2] much

Top Words in Tweet in G6:
[2] عالی

Top Words in Tweet in G7:
[25] #twitterresearchproject
[25] #socialnetworkanalysis
[25] #sna
[18] allhoff_joachim
[15] network
[13] sna
[12] #rstats
[10] #opendata
[10] #datascience
[10] two

Top Words in Tweet in G8:
[3] libbyinphilly
[3] rocco_castoro
[3] princess_of_a_
[3] atafoyovsky
[3] lias814
[3] weve_read
[3] princess_of_a
[3] gephi
[2] webcoderz
[2] charaznabie_

Top Words in Tweet in G9:
[6] #digitalhumanities
[5] super
[5] excited
[5] participate
[5] discussion
[5] social
[5] network
[5] analysis
[5] apply
[4] gephi

Top Words in Tweet in G10:
[2] ruthcarlosmd
[2] gephi
[2] network

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[31] learn,analyse
[31] analyse,#youtube
[31] #youtube,#wikipedia
[31] #wikipedia,networks
[31] networks,using
[31] using,nodexl
[31] nodexl,intermediate
[31] intermediate,training
[31] training,event
[25] #twitterresearchproject,#socialnetworkanalysis

Top Word Pairs in Tweet in G1:
[17] anti,vaccination
[17] vaccination,websites
[17] websites,build
[17] build,audiences
[17] audiences,monetise
[17] monetise,content
[17] content,bb_liliana
[17] bb_liliana,jwyg
[17] jwyg,explore
[17] explore,#digitalmethods

Top Word Pairs in Tweet in G2:
[2] schachin,essentialskill
[2] essentialskill,omisido
[2] omisido,darth_na
[2] darth_na,jennyhalasz
[2] jennyhalasz,moniscope
[2] moniscope,remcotensen
[2] remcotensen,montsecano
[2] montsecano,simoncox
[2] simoncox,el_fenix
[2] el_fenix,rhyswynne

Top Word Pairs in Tweet in G3:
[3] using,gephi
[3] tweak,evaluate
[2] focus,tweak
[2] tweak,focus

Top Word Pairs in Tweet in G4:
[31] learn,analyse
[31] analyse,#youtube
[31] #youtube,#wikipedia
[31] #wikipedia,networks
[31] networks,using
[31] using,nodexl
[31] nodexl,intermediate
[31] intermediate,training
[31] training,event
[17] nodexlacademy,learn

Top Word Pairs in Tweet in G7:
[25] #twitterresearchproject,#socialnetworkanalysis
[25] #socialnetworkanalysis,#sna
[18] allhoff_joachim,#twitterresearchproject
[10] #opendata,#datascience
[10] two,mode
[10] mode,network
[7] #openscience,#rstats
[7] #rstats,#vosonsml
[7] #vosonsml,#nodexl
[7] #nodexl,#gephi

Top Word Pairs in Tweet in G8:
[3] libbyinphilly,rocco_castoro
[3] rocco_castoro,princess_of_a_
[3] princess_of_a_,atafoyovsky
[3] atafoyovsky,lias814
[3] lias814,weve_read
[3] weve_read,princess_of_a
[2] exalteddata,libbyinphilly

Top Word Pairs in Tweet in G9:
[5] super,excited
[5] excited,participate
[5] participate,discussion
[5] discussion,social
[5] social,network
[5] network,analysis
[5] analysis,apply
[5] apply,#digitalhumanities
[4] waitmanb,super
[4] #digitalhumanities,hol

Top Replied-To
Top Replied-To in Entire Graph:
@grandjeanmartin
@schachin
@ichnaie
@shrutinair1
@webcoderz
@gephi
@kc2519
@witchergame
@eumanismo
@skynettools

Top Replied-To in G1:
@grandjeanmartin
@ichnaie
@gephi
@waitmanb
@omsevyas
@kingsdh
@visualizingpam

Top Replied-To in G2:
@schachin

Top Replied-To in G4:
@shrutinair1
@julleht
@eerolasami
@funandflight

Top Replied-To in G5:
@eumanismo
@scott_bot
@artfulbloggeruk
@martin_eve

Top Replied-To in G6:
@hajizadegan

Top Replied-To in G8:
@webcoderz
@charaznabie_

Top Replied-To in G9:
@manes
@grandjeanmartin
@drshaunrcwalla1

Top Replied-To in G10:
@tchanmd
@grebeccahaines

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@nodexl
@jwyg
@bb_liliana
@jacomyma
@allhoff_joachim
@nodexlacademy
@kingsdh
@firstdraftnews
@waitmanb

Top Mentioned in G1:
@gephi
@jwyg
@bb_liliana
@jacomyma
@kingsdh
@firstdraftnews
@uow_datacs
@omeka
@waitmanb
@openfacto

Top Mentioned in G2:
@essentialskill
@omisido
@darth_na
@jennyhalasz
@moniscope
@remcotensen
@montsecano
@simoncox
@el_fenix
@rhyswynne

Top Mentioned in G4:
@nodexl
@nodexlacademy
@gephi
@nodexl_mktng
@eerolasami

Top Mentioned in G5:
@undercaffeinatd
@scott_bot
@zotero
@zoe_leblanc
@umblaetterer
@goebel_m
@jenniferisve
@christof77
@wmnobrasil
@jacomyma

Top Mentioned in G6:
@barackobama
@nytimes
@alaneyre1
@reuters
@joebiden
@usabehfarsi
@bbcbreaking
@bbcworld
@cnnbrk
@ap

Top Mentioned in G7:
@allhoff_joachim

Top Mentioned in G8:
@libbyinphilly
@rocco_castoro
@princess_of_a_
@atafoyovsky
@lias814
@weve_read
@princess_of_a
@exalteddata
@charaznabie_

Top Mentioned in G9:
@waitmanb
@gephi
@catderose
@grandjeanmartin

Top Mentioned in G10:
@ruthcarlosmd
@rhwiggins
@gephi
@twitter

Top Tweeters
Top Tweeters in Entire Graph:
@reuters
@ssxman2
@yasushi54013382
@nytimes
@code_convention
@bbcworld
@fabriciosx
@ap
@kas_stoner
@raincoaster

Top Tweeters in G1:
@snurb_dot_info
@followlori
@kpfssport
@kellyfincham
@grandjeanmartin
@yearrypanji
@geologistico
@nishiarai_d10
@secou
@leowaclaw

Top Tweeters in G2:
@schachin
@davidiwanow
@aleyda
@bhartzer
@rhyswynne
@moniscope
@judithlewis
@montsecano
@davidamerland
@dergal

Top Tweeters in G3:
@gnutiez
@rmdes_
@chacarahma_
@totetmatt
@bcastbloggers
@arliebelliveau
@kenaiello
@sulaimanzai
@arthurperret
@franciscokerche

Top Tweeters in G4:
@ssxman2
@vivianfrancos
@thartman2u
@eerolasami
@reallyleila
@julleht
@funandflight
@mihkal
@nodexl
@shrutinair1

Top Tweeters in G5:
@miketaylor
@martin_eve
@scott_bot
@christof77
@espejolento
@jenniferisve
@eumanismo
@umblaetterer
@zoe_leblanc
@goebel_m

Top Tweeters in G6:
@reuters
@nytimes
@bbcworld
@ap
@cnnbrk
@alaneyre1
@bbcbreaking
@barackobama
@usabehfarsi
@joebiden

Top Tweeters in G7:
@code_convention
@fabriciosx
@godfrey_g_
@nvsdata
@e_nterdiscipl
@pyscalellc
@algocentric
@openscitalk
@rush_data
@allhoff_joachim

Top Tweeters in G8:
@lias814
@charaznabie_
@libbyinphilly
@rocco_castoro
@atafoyovsky
@webcoderz
@weve_read
@exalteddata
@princess_of_a_
@princess_of_a

Top Tweeters in G9:
@waitmanb
@digtalhumanatee
@aconcept5
@manes
@desemboltura
@botlabhd
@catderose
@drshaunrcwalla1

Top Tweeters in G10:
@tchanmd
@chimoose
@twitter
@grebeccahaines
@rhwiggins
@ruthcarlosmd
@yusufyilmazphd


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