gephi, Twitter, 11/22/2022 5:02:43 AM, 284780


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gephi_2022-11-21_18-15-00.xlsx
gephi_2022-11-21_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 22, 2022
Short Description:
gephi via NodeXL https://bit.ly/3XogrrF
@gephi
@mihkal
@americanhacker
@ouestware
@step_up_one
@umblaetterer
@bendobrown
@seinecle
@sbonet
@desemboltura

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

Description:
Description
The graph represents a network of 276 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, 22 November 2022 at 02:15 UTC.

The requested start date was Tuesday, 22 November 2022 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 8-day, 4-hour, 47-minute period from Friday, 11 November 2022 at 12:34 UTC to Saturday, 19 November 2022 at 17:21 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 : 276
Unique Edges : 260
Edges With Duplicates : 433
Total Edges : 693
Number of Edge Types : 5
Retweet : 126
MentionsInRetweet : 236
Mentions : 239
Replies to : 54
Tweet : 38
Self-Loops : 44
Reciprocated Vertex Pair Ratio : 0.041994750656168
Reciprocated Edge Ratio : 0.0806045340050378
Connected Components : 36
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 138
Maximum Edges in a Connected Component : 450
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.562288
Graph Density : 0.00523056653491436
Modularity : 0.482973
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 276 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, 22 November 2022 at 02:15 UTC.

The requested start date was Tuesday, 22 November 2022 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 8-day, 4-hour, 47-minute period from Friday, 11 November 2022 at 12:34 UTC to Saturday, 19 November 2022 at 17:21 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:
[18] https://anonfiles.com/a35bLbHcy3/Alaa_gephi
[8] https://twitter.com/Gephi/status/1592444708168806401
[6] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[3] https://mediaresearchinstitute.wordpress.com
[2] https://drive.google.com/file/d/1OPGaOAVwJ5fRj8ZtFDnFbmS7QKricRim/view?usp=sharing
[2] https://gephi.org/
[1] https://datenverstehen.de/twitter-api-v2-gephi/
[1] https://datenverstehen.de/netzwerkanalyse-einfach/
[1] https://drive.google.com/file/d/1LtPJsNnetQAvwg8Q24r5NkVxs9wGAdsK/view?usp=sharing
[1] https://reticular.hypotheses.org/6132

Top URLs in Tweet in G1:
[2] https://twitter.com/Gephi/status/1592444708168806401
[1] https://graphdevroom.org/
[1] https://research-fosdem.github.io/
[1] https://gephi.wordpress.com/2022/11/15/gephi-lite/
[1] https://reticular.hypotheses.org/6132
[1] https://observablehq.com/@sahilchinoy/hillshader
[1] https://www.youtube.com/watch?v=DvSJQRx9Jss&feature=youtu.be


Top URLs in Tweet in G2:
[2] https://drive.google.com/file/d/1OPGaOAVwJ5fRj8ZtFDnFbmS7QKricRim/view?usp=sharing
[1] https://drive.google.com/file/d/1LtPJsNnetQAvwg8Q24r5NkVxs9wGAdsK/view?usp=sharing

Top URLs in Tweet in G4:
[18] https://anonfiles.com/a35bLbHcy3/Alaa_gephi

Top URLs in Tweet in G6:
[4] https://twitter.com/Gephi/status/1592444708168806401
[1] https://ufile.io/rjcdhf4q
[1] https://gab.com/Ikecooper/posts/109311051860853967
[1] https://docs.google.com/forms/d/e/1FAIpQLSfkMUgSZT_J6UNc1Ii_kiQMpNK8M-rUC4N0AdoWmldXle0H9A/viewform?usp=send_form
[1] https://www.lbsocial.net/data-visualization-module-11
[1] https://libcal.library.utoronto.ca/event/3690840
[1] https://libcal.library.utoronto.ca/event/3690863
[1] https://twitter.com/m_osint/status/1592938195679088640

Top URLs in Tweet in G9:
[6] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[3] https://mediaresearchinstitute.wordpress.com
[1] https://mediaresearchinstitute.wordpress.com/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[22] gephi
[21] mediaresearchinstitute
[21] twitterresearchproject
[11] socialnetworkanalysis
[10] nodexl
[8] photography
[7] rstats
[7] machinelearning
[7] datascience
[7] openscience



Top Hashtags in Tweet in G1:
[1] geolayout

Top Hashtags in Tweet in G2:
[3] slush
[1] viz

Top Hashtags in Tweet in G3:
[1] cic22

Top Hashtags in Tweet in G6:
[1] vexpert
[1] datavisualization
[1] gephi
[1] twitter
[1] network

Top Hashtags in Tweet in G8:
[1] letiziamoratti
[1] nodexl
[1] gephi
[1] similarity
[1] sna

Top Hashtags in Tweet in G9:
[21] mediaresearchinstitute
[21] twitterresearchproject
[12] gephi
[11] socialnetworkanalysis
[8] nodexl
[8] photography
[7] rstats
[7] machinelearning
[7] datascience
[7] openscience

Top Words
Top Words in Tweet in Entire Graph:
[300] gephi
[71] ouestware
[64] excellent
[64] web
[64] lite
[64] version
[61] people
[61] developing
[61] based
[61] started

Top Words in Tweet in G1:
[210] gephi
[68] ouestware
[61] excellent
[59] lite
[58] based
[58] developing
[58] version
[58] people
[58] lighter
[58] web

Top Words in Tweet in G2:
[11] gephi
[6] fierbmi
[6] marinsanna
[6] slushhq
[6] martasjogren
[5] maciej_burno
[5] drc_ngo
[5] manothangaraj
[5] wef
[5] terhikoulumies

Top Words in Tweet in G3:
[4] vlctechcity
[4] thelawthetrue
[4] eoi
[4] 937908mcm
[4] industriagob
[4] oepm_es
[4] torresnillo
[4] dgipyme
[4] antgalan
[4] iconectada40

Top Words in Tweet in G4:
[20] اللي
[18] كلها
[18] البيانات
[18] يحلل
[18] فيه
[18] 14
[18] gephi
[18] ويشارك
[18] الرابط
[18] معانا

Top Words in Tweet in G5:
[2] gephi
[2] janjalula
[2] python
[2] ricardoguidoval

Top Words in Tweet in G6:
[12] gephi
[3] using
[3] web
[2] 24
[2] data
[2] pake
[2] twitter
[2] 22
[2] hashtag
[2] się

Top Words in Tweet in G7:
[6] gephi
[3] iohk_charles
[3] jay_defi_crypto
[3] ninjatvfilm
[3] thedustybc
[3] sbf_ftx
[3] realchetblong
[3] simondixontwitt
[3] roundtablespace
[3] hours

Top Words in Tweet in G9:
[21] #twitterresearchproject
[21] #mediaresearchinstitute
[20] tweets
[18] allhoff_joachim
[12] #gephi
[11] social
[11] #socialnetworkanalysis
[10] networks
[8] #photography
[8] landscape

Top Words in Tweet in G10:
[3] recomiendo
[3] empezar
[3] pancho1980lll
[3] muchas
[3] hoarder
[3] kit
[3] congosto
[3] futurespacees
[3] navajanegra_ab
[2] paulanagore

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[63] gephi,lite
[61] web,based
[61] ouestware,started
[61] based,version
[61] started,developing
[61] gephi,excellent
[61] people,ouestware
[61] lite,lighter
[61] lighter,web
[61] excellent,people

Top Word Pairs in Tweet in G1:
[59] gephi,lite
[58] version,gephi
[58] based,version
[58] lite,lighter
[58] excellent,people
[58] started,developing
[58] lighter,web
[58] ouestware,started
[58] web,based
[58] gephi,excellent

Top Word Pairs in Tweet in G2:
[5] marinsanna,demarit
[5] manothangaraj,terhikoulumies
[5] nrc_norway,martasjogren
[5] unrefugeesuk,drc_ngo
[5] realitymeta,maciej_burno
[5] timoheinonen,manothangaraj
[5] mikkolahannu,fierbmi
[5] slushhq,realitymeta
[5] refugees,unrefugeesuk
[5] step_up_one,slushhq

Top Word Pairs in Tweet in G3:
[4] eoi,vlctechcity
[4] oepm_es,torresnillo
[4] torresnillo,937908mcm
[4] iconectada40,enisa
[4] 937908mcm,industriagob
[4] industriagob,thelawthetrue
[4] vlctechcity,oepm_es
[4] enisa,antgalan
[4] thelawthetrue,dgipyme
[4] antgalan,eoi

Top Word Pairs in Tweet in G4:
[18] البيانات,ويشارك
[18] الرابط,فيه
[18] فيه,الداتا
[18] ويشارك,معانا
[18] كلها,وتقدر
[18] الداتا,كلها
[18] تفتحها,ببرنامج
[18] حابب,يحلل
[18] اللي,حابب
[18] gephi,اللي

Top Word Pairs in Tweet in G6:
[2] using,gephi

Top Word Pairs in Tweet in G7:
[3] ninjatvfilm,realchetblong
[3] realchetblong,roundtablespace
[3] sbf_ftx,davidgokhshtein
[3] iohk_charles,jay_defi_crypto
[3] marionawfal,ninjatvfilm
[3] simondixontwitt,thedustybc
[3] roundtablespace,simondixontwitt
[3] jay_defi_crypto,marionawfal
[3] botnetzprovider,sbf_ftx
[3] davidgokhshtein,iohk_charles

Top Word Pairs in Tweet in G9:
[21] #mediaresearchinstitute,#twitterresearchproject
[15] allhoff_joachim,#mediaresearchinstitute
[8] landscape,tweets
[8] digital,landscape
[8] #gephi,#nodexl
[8] #twitterresearchproject,digital
[7] #datascience,#openscience
[7] #rstats,#machinelearning
[7] #nodexl,#rstats
[6] until,nov

Top Word Pairs in Tweet in G10:
[3] muchas,recomiendo
[3] pancho1980lll,futurespacees
[3] hoarder,kit
[3] futurespacees,navajanegra_ab
[3] recomiendo,empezar
[3] empezar,hoarder
[3] kit,congosto
[3] navajanegra_ab,muchas
[2] paulanagore,pancho1980lll

Top Replied-To
Top Replied-To in Entire Graph:
@step_up_one
@gephi
@botnetzprovider
@ggkuhnle
@jacomyma
@snurb_dot_info
@dennisessers
@curiousfinance
@ricardoguidoval
@mihkal

Top Replied-To in G1:
@jacomyma
@snurb_dot_info
@gephi
@dennisessers
@curiousfinance
@graphcommons
@a_khaitrine
@totetmatt
@gertjanv_
@barripdmx

Top Replied-To in G2:
@step_up_one
@mihkal

Top Replied-To in G3:
@iconectada40

Top Replied-To in G5:
@ricardoguidoval

Top Replied-To in G7:
@botnetzprovider
@gephi

Top Replied-To in G10:
@pancho1980lll

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@ouestware
@allhoff_joachim
@m_osint
@slushhq
@marinsanna
@fierbmi
@martasjogren
@realitymeta
@maciej_burno

Top Mentioned in G1:
@gephi
@ouestware
@jacomyma
@snurb_dot_info
@curiousfinance
@seinecle
@logisima
@windhagr
@elaragon

Top Mentioned in G2:
@gephi
@slushhq
@marinsanna
@fierbmi
@martasjogren
@realitymeta
@maciej_burno
@demarit
@timoheinonen
@manothangaraj

Top Mentioned in G3:
@enisa
@antgalan
@eoi
@vlctechcity
@oepm_es
@torresnillo
@937908mcm
@industriagob
@thelawthetrue
@dgipyme

Top Mentioned in G4:
@m_osint

Top Mentioned in G5:
@janjalula
@arcelinobsilva
@lazarorosa25
@thiagoresiste
@felipeneto
@heytauat
@andretrig
@andrejanonesadv
@danielamercury
@lulaoficial

Top Mentioned in G7:
@gephi
@sbf_ftx
@davidgokhshtein
@iohk_charles
@jay_defi_crypto
@marionawfal
@ninjatvfilm
@realchetblong
@roundtablespace
@simondixontwitt

Top Mentioned in G8:
@pfmajorino
@bizzarri_paolo
@framichelon
@999nuvola
@smaurizi
@szampa56
@brandobenifei
@libero_official
@mbartolotta63
@chiodidonatella

Top Mentioned in G9:
@allhoff_joachim

Top Mentioned in G10:
@futurespacees
@navajanegra_ab
@congosto
@paulanagore
@pancho1980lll

Top Tweeters
Top Tweeters in Entire Graph:
@collegemenfess
@o_fabriciosouza
@hubofml
@godfrey_g_
@doaaiyi
@937908mcm
@terajits
@3arabawy
@midoo0
@raulpacheco

Top Tweeters in G1:
@ahash
@bbbcccnnn
@s_palm
@barripdmx
@snurb_dot_info
@triplingual
@alexstevenskent
@competencerh2
@tvpollet
@mnoel75

Top Tweeters in G2:
@wef
@refugees
@timoheinonen
@elonmusk
@mihkal
@demarit
@websummit
@mspowerbi
@nrc_norway
@slushhq

Top Tweeters in G3:
@937908mcm
@manolo67554861
@jmmurria
@antgalan
@eoi
@rosajim20455762
@enisa
@thelawthetrue
@ametic_es
@seimedcv

Top Tweeters in G4:
@doaaiyi
@3arabawy
@midoo0
@monasosh
@ahmednajitw
@hakeem8921
@sheriefbarakat
@samsara410
@mamota_meme
@abasalasuany70

Top Tweeters in G5:
@eurenesilva
@kalliloliveira_
@danielamercury
@zeliaduncan
@lazarorosa25
@lulaoficial
@andretrig
@delucca
@felipeneto
@arthursmig

Top Tweeters in G6:
@collegemenfess
@ahmed_hishmat
@ooof
@kittymiau16
@laviedelinguini
@researchuoft
@kembellec
@dennisfaucher
@sprucewells
@no_ody

Top Tweeters in G7:
@davidgokhshtein
@simondixontwitt
@sbf_ftx
@iohk_charles
@thedustybc
@ninjatvfilm
@marionawfal
@americanhacker
@jay_defi_crypto
@botnetzprovider

Top Tweeters in G8:
@libero_official
@chiodidonatella
@999nuvola
@smaurizi
@mbartolotta63
@szampa56
@brandobenifei
@pfmajorino
@bizzarri_paolo
@framichelon

Top Tweeters in G9:
@o_fabriciosouza
@hubofml
@godfrey_g_
@michaelbathurst
@openscitalk
@iotworlds
@this0499154500
@entarchs
@allhoff_joachim

Top Tweeters in G10:
@congosto
@cmezquida
@navajanegra_ab
@futurespacees
@paulanagore
@pancho1980lll