gephi, Twitter, 9/22/2020 1:24:00 AM, 235649


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gephi_2020-09-21_18-20-40.xlsx
gephi_2020-09-21_18-20-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 22, 2020
Short Description:
gephi via NodeXL https://bit.ly/2FZ1vwW
@gephi
@julianmaciast
@allhoff_joachim
@docassar
@bendobrown
@laurak_nelson
@ifeanyidiaye
@datasciencebot_
@mihkal
@programmerbooks

Top hashtags:
#gephi
#shameonupgov
#python
#twitterresearchproject
#javascript
#angular

Description:
Description
The graph represents a network of 284 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 September 2020 at 01:21 UTC.

The requested start date was Tuesday, 22 September 2020 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 13-day, 21-hour, 51-minute period from Tuesday, 08 September 2020 at 01:25 UTC to Monday, 21 September 2020 at 23:16 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 : 284
Unique Edges : 245
Edges With Duplicates : 503
Total Edges : 748
Number of Edge Types : 5
Tweet : 47
Retweet : 130
MentionsInRetweet : 223
Mentions : 256
Replies to : 92
Self-Loops : 48
Reciprocated Vertex Pair Ratio : 0.0649350649350649
Reciprocated Edge Ratio : 0.121951219512195
Connected Components : 50
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 111
Maximum Edges in a Connected Component : 463
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.907463
Graph Density : 0.00510127905240631
Modularity : 0.444995
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 284 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 September 2020 at 01:21 UTC.

The requested start date was Tuesday, 22 September 2020 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 13-day, 21-hour, 51-minute period from Tuesday, 08 September 2020 at 01:25 UTC to Monday, 21 September 2020 at 23:16 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:
[8] https://www.programmer-books.com/network-graph-analysis-and-visualization-with-gephi/
[6] https://nebula-graph.io/posts/game-of-thrones-relationship-networkx-gephi-nebula-graph-part-two/
[4] https://www.ideveloppement.fr/blog/12-outils-seo-gratuits/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234935
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235208
[3] https://fotografie2014.wordpress.com/twitter/
[2] https://hackernoon.com/how-to-analyze-and-visualize-the-game-of-thrones-character-relationships-km4c3ere
[2] https://github.com/hjunker/TwitterSearch2Gephi
[2] https://jg-webmarketing.com/marketing-digital/gephi-le-tutoriel-pour-affiner-votre-maillage-interne/
[2] https://drive.google.com/file/d/1ZXx17Ss6WBxy8iif6aNpnYpjFY-UkiOb/view?usp=sharing

Top URLs in Tweet in G1:
[1] https://twitter.com/JulianMaciasT/status/1278042506400272385
[1] https://twitter.com/JulianMaciasT/status/1277715749264592897

Top URLs in Tweet in G2:
[1] https://twitter.com/SanjayS03171707/status/1306564624376975363?s=20

Top URLs in Tweet in G3:
[2] https://github.com/hjunker/TwitterSearch2Gephi
[2] https://hackernoon.com/how-to-analyze-and-visualize-the-game-of-thrones-character-relationships-km4c3ere
[1] https://twitter.com/scottlincicome/status/1303457727155503105
[1] https://twitter.com/H0L0SKY/status/1301867528101085190
[1] https://link.engage.social:443/linkz/y2k8zentzly5jfnnrt6t/t6/pSkPzhz?utm_source=EngageSocial&utm_medium=Social&utm_campaign=Twitter&utm_term=255
[1] https://www.youtube.com/watch?v=0IoP7-gEPHI&feature=youtu.be

[1] https://twitter.com/JulianMaciasT/status/1305231139544719361
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DnTZZEHDkqNg&q=EgS4SO-bGITln_sFIhkA8aeDS73LUp6S_irqxw7F6BS-VXOAFv6eMgFy
[1] https://twitter.com/hintondm/status/1307418648257196038

Top URLs in Tweet in G4:
[8] https://www.programmer-books.com/network-graph-analysis-and-visualization-with-gephi/
[3] https://fotografie2014.wordpress.com/twitter/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235208

Top URLs in Tweet in G5:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234935
[2] https://drive.google.com/file/d/1ZXx17Ss6WBxy8iif6aNpnYpjFY-UkiOb/view?usp=sharing
[1] https://drive.google.com/file/d/1EABA5YcyR61qL6sNUWJgpEOXl1h3GUDJ/view?usp=sharing
[1] https://drive.google.com/file/d/1xA2Zp7OJMii1-tVF_ynN30MFnP_nrf1-/view?usp=sharing
[1] http://mihkal.indeedsir.com/universities_url/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235208
[1] https://www.youtube.com/watch?v=o-D-Duv8Mcs&feature=youtu.be


Top URLs in Tweet in G6:
[1] https://twitter.com/LauraK_Nelson/status/1304174076362133504
[1] https://vistorian.net/
[1] https://pypi.org/project/fa2/
[1] https://infovis.fh-potsdam.de/tutorials/
[1] https://datashader.org/user_guide/Networks.html
[1] https://pyviz.org/
[1] https://plotnine.readthedocs.io/en/stable/
[1] http://holoviz.org/background.html
[1] https://github.com/nodegoat

Top URLs in Tweet in G7:
[1] https://explorations.meson.press/chapters/critical-affordance-analysis-for-digital-methods-the-case-of-gephi/
[1] https://twitter.com/Shn4y13nM/status/1299052195220992000

Top URLs in Tweet in G8:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235208
[1] https://digitacy.com/visualizing-ecommerce-website-structures-50m-pages-crawled/
[1] https://www.rocketclicks.com/client-education/an-seo-guide-for-automating-screaming-frog-with-python/

Top URLs in Tweet in G10:
[1] https://stackoverflow.com/questions/60764494/netbeans-java-lang-unsatisfiedlinkerror-no-splashscreen-in-java-library-path
[1] https://twitter.com/LauraK_Nelson/status/1304128887677489160
[1] https://github.com/gephi/gephi/issues/2074

Top Domains
Top Domains in Tweet in Entire Graph:
[10] twitter.com
[8] programmer-books.com
[7] nodexlgraphgallery.org
[6] nebula-graph.io
[5] google.com
[4] ideveloppement.fr
[4] github.com
[3] wordpress.com
[3] youtube.com
[2] hackernoon.com

Top Domains in Tweet in G1:
[2] twitter.com

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[4] twitter.com
[2] github.com
[2] hackernoon.com
[1] engage.social
[1] youtube.com
[1] google.com

Top Domains in Tweet in G4:
[8] programmer-books.com
[3] wordpress.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G5:
[5] nodexlgraphgallery.org
[4] google.com
[1] indeedsir.com
[1] youtube.com

Top Domains in Tweet in G6:
[1] twitter.com
[1] vistorian.net
[1] pypi.org
[1] fh-potsdam.de
[1] datashader.org
[1] pyviz.org
[1] readthedocs.io
[1] holoviz.org
[1] github.com

Top Domains in Tweet in G7:
[1] meson.press
[1] twitter.com

Top Domains in Tweet in G8:
[1] nodexlgraphgallery.org
[1] digitacy.com
[1] rocketclicks.com

Top Domains in Tweet in G10:
[1] stackoverflow.com
[1] twitter.com
[1] github.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[13] gephi
[12] shameonupgov
[11] python
[10] twitterresearchproject
[8] javascript
[8] angular
[8] reactjs
[8] datascience
[7] rstats
[6] graphdatabase



Top Hashtags in Tweet in G1:
[2] argentinaapoyaabolsonaro
[1] argentinasupportstrump

Top Hashtags in Tweet in G2:
[12] shameonupgov
[1] digitalhumanities

Top Hashtags in Tweet in G3:
[5] gephi
[4] is434
[2] graphdatabase
[1] dataviz
[1] scivalfest
[1] covid19
[1] appleevent
[1] yooa1stwin
[1] ars
[1] rstudio

Top Hashtags in Tweet in G4:
[8] twitterresearchproject
[8] python
[8] javascript
[8] angular
[8] reactjs
[5] arselectronica20
[4] datascience
[3] colonization
[3] decolonisation
[3] decolonize

Top Hashtags in Tweet in G5:
[3] datascience
[3] rstats
[2] ai
[2] iot
[2] bigdata
[1] politiikka
[1] finland
[1] suomitwitter
[1] gephi
[1] twitterresearchproject

Top Hashtags in Tweet in G6:
[1] networkanalysis
[1] dh

Top Hashtags in Tweet in G8:
[2] python
[1] gephi
[1] twitterresearchproject
[1] datascience
[1] nodexl
[1] socialnetworkanalysis
[1] rstats
[1] sdgs

Top Words
Top Words in Tweet in Entire Graph:
[266] gephi
[52] julianmaciast
[48] analysis
[46] gráfico
[44] muchos
[43] repiten
[43] patrones
[43] campañas
[43] anteriores
[43] incluso

Top Words in Tweet in G1:
[54] gephi
[50] julianmaciast
[45] gráfico
[44] muchos
[43] repiten
[43] patrones
[43] campañas
[43] anteriores
[43] incluso
[43] nodo

Top Words in Tweet in G2:
[22] gephi
[20] bendobrown
[14] tweets
[12] narendramodi
[12] viral
[12] twitter
[12] protest
[12] afoot
[12] india
[12] pm

Top Words in Tweet in G3:
[21] gephi
[5] #gephi
[5] network
[5] analysis
[5] crawl
[4] lab
[4] challenge
[4] social
[4] using
[4] tweets

Top Words in Tweet in G4:
[27] analysis
[16] network
[11] gephi
[8] #twitterresearchproject
[8] social
[8] graph
[8] visualization
[8] gt
[8] #python
[8] #javascript

Top Words in Tweet in G5:
[35] nodexl
[26] gephi
[15] mihkal
[14] step
[11] data
[8] mspowerbi
[8] smr_foundation
[7] different
[7] provides
[7] guide

Top Words in Tweet in G6:
[51] gephi
[34] hnr_org
[31] felwert
[19] lwcvl
[12] many
[12] frueheneuzeit
[9] worried
[9] being
[8] increasingly
[8] fact

Top Words in Tweet in G7:
[13] gephi
[11] digital
[10] critical
[10] affordance
[10] analysis
[10] methods
[10] case
[9] article
[9] online
[9] first

Top Words in Tweet in G8:
[14] gephi
[7] screamingfrog
[7] ranksense
[5] vseostudio
[4] hamletbatista
[4] martinomosna
[4] still
[4] manual
[4] work
[3] gregbernhardt4

Top Words in Tweet in G9:
[3] gephi
[2] diarmuidtorney
[2] autofac
[2] climate_ambass
[2] coolplanetexp
[2] fahys
[2] andrewlrjackson
[2] cladupont
[2] bogallachoir
[2] alijsheridan

Top Words in Tweet in G10:
[17] gephi
[9] laurak_nelson
[7] question
[7] anyone
[7] run
[6] oddly
[6] niche
[6] google
[6] helping
[6] successfully

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[43] repiten,muchos
[43] muchos,patrones
[43] patrones,campañas
[43] campañas,anteriores
[43] anteriores,incluso
[43] incluso,gráfico
[43] gráfico,nodo
[43] nodo,nodos
[43] nodos,gephi
[42] julianmaciast,repiten

Top Word Pairs in Tweet in G1:
[43] repiten,muchos
[43] muchos,patrones
[43] patrones,campañas
[43] campañas,anteriores
[43] anteriores,incluso
[43] incluso,gráfico
[43] gráfico,nodo
[43] nodo,nodos
[43] nodos,gephi
[42] julianmaciast,repiten

Top Word Pairs in Tweet in G2:
[12] narendramodi,gephi
[12] viral,twitter
[12] twitter,protest
[12] protest,afoot
[12] afoot,india
[12] india,pm
[12] pm,narendramodi's
[12] narendramodi's,b'day
[12] b'day,today
[12] today,tweets

Top Word Pairs in Tweet in G3:
[4] lab,challenge
[4] challenge,social
[4] social,network
[4] network,analysis
[4] analysis,using
[4] using,gephi
[3] game,thrones
[3] crawl,tweets
[2] gephi,used
[2] used,hashtag

Top Word Pairs in Tweet in G4:
[8] #twitterresearchproject,analysis
[8] social,network
[8] network,analysis
[8] network,graph
[8] graph,analysis
[8] analysis,visualization
[8] visualization,gephi
[8] gephi,gt
[8] gt,#python
[8] #python,#javascript

Top Word Pairs in Tweet in G5:
[14] nodexl,gephi
[8] gephi,mihkal
[7] mihkal,provides
[7] provides,step
[7] step,step
[7] step,guide
[7] guide,network
[7] network,visualization
[7] visualization,using
[7] using,data

Top Word Pairs in Tweet in G6:
[33] gephi,hnr_org
[19] lwcvl,gephi
[11] frueheneuzeit,lwcvl
[11] felwert,gephi
[8] increasingly,worried
[8] worried,fact
[8] fact,important
[8] important,gephi
[8] gephi,many
[8] many,scholars

Top Word Pairs in Tweet in G7:
[10] critical,affordance
[10] affordance,analysis
[10] analysis,digital
[10] digital,methods
[10] methods,case
[10] case,gephi
[9] article,critical
[9] gephi,online
[9] online,first
[9] first,part

Top Word Pairs in Tweet in G8:
[6] ranksense,gephi
[5] screamingfrog,vseostudio
[4] martinomosna,ranksense
[4] gephi,screamingfrog
[4] manual,work
[2] vseostudio,gregbernhardt4
[2] vseostudio,know
[2] know,still
[2] still,manual
[2] work,involved

Top Word Pairs in Tweet in G9:
[2] diarmuidtorney,autofac
[2] autofac,climate_ambass
[2] climate_ambass,coolplanetexp
[2] coolplanetexp,fahys
[2] fahys,andrewlrjackson
[2] andrewlrjackson,cladupont
[2] cladupont,bogallachoir
[2] bogallachoir,alijsheridan
[2] alijsheridan,_paul_tobin_
[2] governance,level

Top Word Pairs in Tweet in G10:
[7] run,gephi
[6] oddly,niche
[6] niche,question
[6] question,google
[6] google,helping
[6] helping,anyone
[6] anyone,successfully
[6] successfully,run
[6] gephi,ubuntu
[6] ubuntu,20

Top Replied-To
Top Replied-To in Entire Graph:
@felwert
@bendobrown
@javier_guerrero
@frueheneuzeit
@laurak_nelson
@mel_wright123
@martinomosna
@frenchguycookin
@mind_research5
@niallglynn

Top Replied-To in G1:
@julianmaciast
@srbermudez

Top Replied-To in G2:
@bendobrown
@javier_guerrero
@mind_research5
@niallglynn
@juanayohanna

Top Replied-To in G5:
@gephi
@mihkal

Top Replied-To in G6:
@felwert
@frueheneuzeit
@lwcvl
@herrrudolf
@martenduering
@maxnoichl
@hubertmara
@mccabe_s

Top Replied-To in G7:
@brianhioe

Top Replied-To in G8:
@martinomosna
@hamletbatista
@ranksense

Top Replied-To in G9:
@diarmuidtorney

Top Replied-To in G10:
@laurak_nelson
@mccabe_s
@felwert
@teddyroland

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@julianmaciast
@hnr_org
@narendramodi
@felwert
@lwcvl
@mihkal
@bendobrown
@laurak_nelson
@nodexl

Top Mentioned in G1:
@julianmaciast
@barripdmx
@pulsetuit
@srbermudez

Top Mentioned in G2:
@narendramodi
@gephi
@bendobrown
@graphistry
@nan_dini_
@bennett91e
@khamisambusaidi

Top Mentioned in G4:
@programmerbooks
@allhoff_joachim
@ifeanyidiaye
@gephi
@salhaj
@mihkal
@felwert
@laurak_nelson
@docassar
@digit

Top Mentioned in G5:
@mihkal
@nodexl
@gephi
@smr_foundation
@mspowerbi
@fmfrancoise
@docassar
@dataaugmented
@chidambara09
@enricomolinari

Top Mentioned in G6:
@gephi
@hnr_org
@lwcvl
@felwert
@frueheneuzeit
@jamesabednar
@laurak_nelson
@martenduering
@hubertmara
@maxnoichl

Top Mentioned in G7:
@danielavgeenen
@plexus
@relevantorgans
@busabx
@brianhioe
@meson_press

Top Mentioned in G8:
@gephi
@screamingfrog
@ranksense
@vseostudio
@gregbernhardt4
@hamletbatista
@mihkal
@felwert
@ifeanyidiaye
@laurak_nelson

Top Mentioned in G9:
@autofac
@climate_ambass
@coolplanetexp
@fahys
@andrewlrjackson
@cladupont
@bogallachoir
@alijsheridan
@_paul_tobin_

Top Mentioned in G10:
@laurak_nelson
@felwert
@mccabe_s

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@wildwalkerwoman
@googleexpertuk
@remindmetweets
@ignotolugar
@ssxman2
@llnuxbot
@camaney19
@lianaehe
@dataaugmented

Top Tweeters in G1:
@ignotolugar
@camaney19
@lianaehe
@troyana25
@aimartnez
@ricardo_ik_ahau
@ion_aehm
@lestat_loui
@bastetlove3
@jvmendezdeleon

Top Tweeters in G2:
@nan_dini_
@digtalhumanatee
@narendramodi
@shakirasecurity
@jake_hanrahan
@iamsudhish
@javier_guerrero
@bibken
@jean_leroux
@olongworth1

Top Tweeters in G3:
@scottturneruon
@aghniaintan
@hackernoon
@badc0da
@brehnrr
@pablofergue
@kackz_
@rafamartinezpue
@plesmasquerade
@cedmartinez

Top Tweeters in G4:
@googleexpertuk
@llnuxbot
@thedeveloperbot
@clive_uttley
@_reactdev
@harryhsolo
@datasciencebot_
@manifattura40
@drjdrooghaag
@rainbow_zero

Top Tweeters in G5:
@chidambara09
@remindmetweets
@ssxman2
@dataaugmented
@fmfrancoise
@metoscm
@enricomolinari
@youtube
@mspowerbi
@tempf451

Top Tweeters in G6:
@frueheneuzeit
@dhbbaw
@anwagnerdreas
@eumanismo
@felwert
@arockenberger
@vwestric_west
@yvgrossmann
@martenduering
@etothczifra

Top Tweeters in G7:
@busabx
@yearrypanji
@plexus
@brianhioe
@relevantorgans
@marankewieringa
@tdewinkel
@cloudleviathan
@kfvanes
@jacomyma

Top Tweeters in G8:
@salhaj
@gymshark
@screamingfrog
@tweetbotsteve
@gcpcloud
@hamletbatista
@martinomosna
@digitacy
@vseostudio
@gregbernhardt4

Top Tweeters in G9:
@alijsheridan
@autofac
@_paul_tobin_
@bogallachoir
@drbrendanmoore
@cladupont
@diarmuidtorney
@coolplanetexp
@climate_ambass
@fahys

Top Tweeters in G10:
@wildwalkerwoman
@_infotherapy
@jotis13
@jboy
@ryanjgallag
@lbmcgrath
@sjacks26
@laurak_nelson
@teddyroland
@mccabe_s


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