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gephi_2022-12-05_18-15-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2022
Short Description:
gephi via NodeXL https://bit.ly/3F5hmoH
@verukita1
@gephi
@jilltxt
@this0499154500
@seinecle
@mihkal
@jacomyma
@snurb_dot_info
@allhoff_joachim
@reutsmichael1

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

Description:
Description
The graph represents a network of 213 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, 06 December 2022 at 02:15 UTC.

The requested start date was Tuesday, 06 December 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 12-day, 10-hour, 52-minute period from Tuesday, 22 November 2022 at 07:53 UTC to Sunday, 04 December 2022 at 18:45 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 : 213
Unique Edges : 232
Edges With Duplicates : 341
Total Edges : 573
Number of Edge Types : 5
Retweet : 128
MentionsInRetweet : 215
Replies to : 51
Mentions : 138
Tweet : 41
Self-Loops : 46
Reciprocated Vertex Pair Ratio : 0.0540540540540541
Reciprocated Edge Ratio : 0.102564102564103
Connected Components : 36
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 140
Maximum Edges in a Connected Component : 482
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.830533
Graph Density : 0.00777305341482859
Modularity : 0.408919
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 213 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, 06 December 2022 at 02:15 UTC.

The requested start date was Tuesday, 06 December 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 12-day, 10-hour, 52-minute period from Tuesday, 22 November 2022 at 07:53 UTC to Sunday, 04 December 2022 at 18:45 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:
[6] http://blog.genealogicalstudies.com/2022/10/dna-discovery-using-gephi/
[6] https://www.youtube.com/watch?v=IRhDTOAYjJA&feature=youtu.be

[5] https://gephi.org/
[5] https://mediaresearchinstitute.wordpress.com
[4] https://gephi.wordpress.com/2022/11/15/gephi-lite/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285080
[3] https://docs.github.com/en/rest/gists/gists?apiVersion=2022-11-28#create-a-gist
[2] https://www.twitch.tv/clementlevallois
[2] https://www.youtube.com/watch?v=GXtbL8avpik

[2] https://gephi.github.io/

Top URLs in Tweet in G1:
[1] https://medium.com/@vespinozag/what-is-gephi-meet-this-useful-network-analysis-tool-628a1b42428c
[1] https://jacomyma.github.io/gephisto/
[1] https://medium.com/@vespinozag/nocode-functions-tool-explore-your-data-at-a-click-200389e99b61
[1] https://twitter.com/Verukita1/status/1594771693750218752

Top URLs in Tweet in G2:
[5] https://mediaresearchinstitute.wordpress.com
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285080
[2] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284780
[1] https://drive.google.com/file/d/1rM2c1iSysWGwW_PrPq8OgZupbwiIoT_G/view?usp=sharing
[1] https://github.com/soumitro8/Gephi---US-Airline-Connections

Top URLs in Tweet in G3:
[6] http://blog.genealogicalstudies.com/2022/10/dna-discovery-using-gephi/
[6] https://www.youtube.com/watch?v=IRhDTOAYjJA&feature=youtu.be

[2] https://gephi.wordpress.com/2022/11/15/gephi-lite/
[1] https://gephi.org/
[1] https://gephi.org/users/download/
[1] https://nodexl.com/
[1] https://accounts.google.com/ServiceLogin?service=wise&passive=1209600&continue=https://drive.google.com/file/d/1Qs69pt-aO7JWea34zCfA5fVMJrCyKh3M/view?usp%3Dsharing&followup=https://drive.google.com/file/d/1Qs69pt-aO7JWea34zCfA5fVMJrCyKh3M/view?usp%3Dsharing

Top URLs in Tweet in G4:
[2] https://www.youtube.com/watch?v=GXtbL8avpik

[1] https://scholar.google.com/citations?view_op=view_citation&hl=en&user=m5CschQAAAAJ&citation_for_view=m5CschQAAAAJ:d1gkVwhDpl0C
[1] https://docs.github.com/en/rest/gists/gists?apiVersion=2022-11-28#create-a-gist
[1] https://www.youtube.com/watch?v=0OVQQACjLck&feature=youtu.be


Top URLs in Tweet in G5:
[1] https://medium.com/@vespinozag/what-is-gephi-meet-this-useful-network-analysis-tool-628a1b42428c
[1] https://gephi.wordpress.com/2022/11/15/gephi-lite/
[1] https://familylocket.com/creating-gephi-network-graphs-part-4-exporting-and-saving-the-graph/
[1] https://twitter.com/chucktortellini/status/1592694640083599360
[1] https://twitter.com/NFTLever/status/1597121493334646784?t=1669639883
[1] https://twitter.com/PennPriceLab/status/1597680238216896512
[1] https://vocabularios.eca.usp.br/redeassuntos/

Top URLs in Tweet in G6:
[2] https://www.twitch.tv/clementlevallois
[2] https://docs.github.com/en/rest/gists/gists?apiVersion=2022-11-28#create-a-gist
[1] https://github.com/orgs/community/discussions/40628
[1] https://github.com/gephi/gephi-plugins/blob/web-publish-plugin/modules/WebPublishPlugin/src/main/java/net/clementlevallois/web/publish/plugin/github/PublishRunnable.java#L191
[1] https://www.atlassian.com/software/confluence
[1] https://ouestware.gitlab.io/retina/1.0.0-beta.1/
[1] https://gephi.wordpress.com/2022/11/15/gephi-lite/

Top URLs in Tweet in G7:
[1] http://journals.sagepub.com/doi/10.1177/13548565221129053

Top URLs in Tweet in G10:
[1] https://twitter.com/GiordMarco96/status/1573722324246863874

Top Domains
Top Domains in Tweet in Entire Graph:
[11] wordpress.com
[9] youtube.com
[6] github.com
[6] gephi.org
[6] genealogicalstudies.com
[6] nodexlgraphgallery.org
[5] twitter.com
[3] google.com
[3] github.io
[3] medium.com

Top Domains in Tweet in G1:
[2] medium.com
[1] github.io
[1] twitter.com

Top Domains in Tweet in G2:
[7] wordpress.com
[6] nodexlgraphgallery.org
[1] google.com
[1] github.com

Top Domains in Tweet in G3:
[6] genealogicalstudies.com
[6] youtube.com
[2] wordpress.com
[2] gephi.org
[1] nodexl.com
[1] google.com

Top Domains in Tweet in G4:
[3] youtube.com
[1] google.com
[1] github.com

Top Domains in Tweet in G5:
[3] twitter.com
[1] medium.com
[1] wordpress.com
[1] familylocket.com
[1] usp.br

Top Domains in Tweet in G6:
[4] github.com
[2] twitch.tv
[1] atlassian.com
[1] gitlab.io
[1] wordpress.com

Top Domains in Tweet in G7:
[1] sagepub.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] gephi
[22] nodexl
[16] mediaresearchinstitute
[16] twitterresearchproject
[12] datascience
[11] socialnetworkanalysis
[9] rstats
[7] dna
[7] genetic
[6] selenium



Top Hashtags in Tweet in G1:
[4] gephi
[3] sna
[3] socialmedia
[3] nodexl
[3] phdlife
[3] academictwitter
[3] neuroscience
[3] datascience
[1] bioinformatics
[1] gephisto

Top Hashtags in Tweet in G2:
[16] mediaresearchinstitute
[16] twitterresearchproject
[15] gephi
[13] nodexl
[10] socialnetworkanalysis
[8] datascience
[5] rstats
[5] machinelearning
[5] openscience
[5] ai

Top Hashtags in Tweet in G3:
[7] dna
[7] gephi
[7] genetic
[6] studentlife
[6] skillbuilding
[6] genealogy
[1] 100daysofcode
[1] viz

Top Hashtags in Tweet in G4:
[1] java

Top Hashtags in Tweet in G5:
[9] gephi
[6] selenium
[6] nodexl
[6] prodomosua
[3] letta
[2] hashtag
[2] musei
[2] sna
[2] similarity
[2] follower

Top Hashtags in Tweet in G6:
[1] java
[1] apple
[1] gephi

Top Words
Top Words in Tweet in Entire Graph:
[261] gephi
[69] verukita1
[50] useful
[41] medium
[41] story
[40] maybe
[40] beginners
[40] hello
[40] short
[40] everyone

Top Words in Tweet in G1:
[84] gephi
[42] verukita1
[33] story
[33] medium
[33] useful
[32] hello
[32] short
[32] beginners
[32] everyone
[32] written

Top Words in Tweet in G2:
[22] gephi
[16] #twitterresearchproject
[16] #mediaresearchinstitute
[15] #gephi
[13] #nodexl
[13] tweets
[13] networks
[10] #socialnetworkanalysis
[9] allhoff_joachim
[8] social

Top Words in Tweet in G3:
[47] gephi
[9] using
[8] video
[7] discovery
[7] jennifer
[7] dna
[7] presents
[7] #genetic
[7] #gephi
[7] clustering

Top Words in Tweet in G4:
[31] gephi
[18] mathieubastian
[18] jacomyma
[18] grandjeanmartin
[17] 10
[17] authors
[17] reached
[17] congratulations
[17] paper
[17] citations

Top Words in Tweet in G5:
[11] gephi
[9] #gephi
[8] 26
[6] 10
[6] #nodexl
[6] #prodomosua
[6] #selenium
[6] 11
[5] tweet
[4] più

Top Words in Tweet in G6:
[19] gephi
[16] tool
[11] seinecle
[11] verukita1
[9] open
[9] data
[9] useful
[9] click
[9] explore
[9] know

Top Words in Tweet in G7:
[12] click
[11] pedagogy
[11] humanities
[11] gephi
[11] digital
[11] pretty
[11] gephisto
[11] seems
[11] version
[11] one

Top Words in Tweet in G8:
[7] gephi
[4] cuenta
[4] mula
[4] data
[4] botcheckercl
[3] mlorca_
[3] gráficas
[3] hacen
[3] entera
[3] aplicación

Top Words in Tweet in G9:
[2] grafo

Top Words in Tweet in G10:
[2] gephi
[2] data

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[40] maybe,useful
[40] written,short
[40] story,medium
[40] medium,gephi
[40] everyone,written
[40] short,story
[40] gephi,maybe
[40] useful,gephi
[40] hello,everyone
[40] gephi,beginners

Top Word Pairs in Tweet in G1:
[32] gephi,maybe
[32] gephi,beginners
[32] hello,everyone
[32] everyone,written
[32] short,story
[32] useful,gephi
[32] medium,gephi
[32] story,medium
[32] written,short
[32] maybe,useful

Top Word Pairs in Tweet in G2:
[16] #mediaresearchinstitute,#twitterresearchproject
[8] social,networks
[8] #socialnetworkanalysis,#datascience
[8] #twitterresearchproject,tweets
[7] allhoff_joachim,#mediaresearchinstitute
[6] gephi,nodexl
[6] nodexl,gephi
[6] hashtags,#gephi
[5] mihkal,jacomyma
[5] verukita1,mihkal

Top Word Pairs in Tweet in G3:
[7] pinpoint,#genetic
[7] matches,#gephi
[7] #dna,matches
[7] jennifer,roodzant
[7] #gephi,pinpoint
[7] dna,discovery
[7] presents,clustering
[7] discovery,using
[7] guest,jennifer
[7] clustering,#dna

Top Word Pairs in Tweet in G4:
[18] jacomyma,mathieubastian
[17] 10,000
[17] gephi,paper
[17] reached,10
[17] paper,reached
[17] 000,citations
[17] grandjeanmartin,gephi
[17] authors,jacomyma
[17] citations,congratulations
[17] congratulations,authors

Top Word Pairs in Tweet in G5:
[4] frequenti,nei
[4] cooccorrenze,#selenium
[4] 10,26
[4] #prodomosua,#nodexl
[4] più,frequenti
[4] 26,11
[4] 26,10
[4] mese,governo
[4] #nodexl,#gephi
[4] minima,cooccorrenze

Top Word Pairs in Tweet in G6:
[8] open,access
[8] explore,data
[8] tool,developed
[8] tool,explore
[8] nocode,functions
[8] know,useful
[8] verukita1,nocode
[8] already,know
[8] useful,open
[8] functions,tool

Top Word Pairs in Tweet in G7:
[11] gephisto,one
[11] pedagogy,gephisto
[11] digital,humanities
[11] click,version
[11] love,idea
[11] seems,produce
[11] gephi,seems
[11] critical,digital
[11] version,gephi
[11] produce,pretty

Top Word Pairs in Tweet in G8:
[3] botchecker,entera
[3] hacen,gráficas
[3] mlorca_,cuenta
[3] gephi,modificar
[3] aplicación,gephi
[3] entera,mula
[3] mula,hacen
[3] cuenta,botchecker
[3] gráficas,big
[3] big,data

Top Replied-To
Top Replied-To in Entire Graph:
@verukita1
@arpitrage
@matthewpennmsu
@ladataviz
@seinecle
@yyelworc
@hacback17
@botcheckercl
@javierfpanadero
@grandjeanmartin

Top Replied-To in G1:
@verukita1
@hacback17
@flodataviz

Top Replied-To in G2:
@ladataviz
@allhoff_joachim
@jnkka
@charlieosborne

Top Replied-To in G3:
@arpitrage
@jacomyma
@gephi
@3r1ng
@florianederer
@bpellegrino_umd
@glennmagerman
@yoavgo
@verukita1

Top Replied-To in G4:
@_0x2115
@verukita1
@grandjeanmartin

Top Replied-To in G6:
@matthewpennmsu
@seinecle
@githubstatus

Top Replied-To in G8:
@botcheckercl
@guido3d
@mlorca_

Top Replied-To in G9:
@javierfpanadero

Top Replied-To in G10:
@jlwchambers

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@verukita1
@jacomyma
@mathieubastian
@grandjeanmartin
@seinecle
@jilltxt
@ouestware
@allhoff_joachim

Top Mentioned in G1:
@verukita1
@graphia_app
@seinecle
@gephi
@ouestware

Top Mentioned in G2:
@gephi
@allhoff_joachim
@verukita1
@mihkal
@ouestware
@snurb_dot_info
@jacomyma
@step_up_one
@seinecle
@jilltxt

Top Mentioned in G3:
@gephi
@ouestware
@geneastudies
@3r1ng
@mathieubastian
@verukita1
@florianederer
@grandjeanmartin
@jacomyma

Top Mentioned in G4:
@gephi
@jacomyma
@mathieubastian
@grandjeanmartin
@verukita1
@mentatseb
@seinecle
@ge
@ouestware

Top Mentioned in G5:
@chirchironald

Top Mentioned in G6:
@gephi
@verukita1
@seinecle
@mathieubastian
@github
@githubcommunity
@grandjeanmartin
@jacomyma
@netbeans

Top Mentioned in G7:
@jilltxt
@jacomyma
@anderskmunk

Top Mentioned in G8:
@chahuan
@fabiancosmico
@mlorca_
@botcheckercl

Top Mentioned in G9:
@cienciaabanda
@claragrima

Top Mentioned in G10:
@alsoasked
@keywordinsights

Top Tweeters
Top Tweeters in Entire Graph:
@o_fabriciosouza
@godfrey_g_
@rstatstweet
@shoutmgb
@news_nocode
@claragrima
@michaelbathurst
@chirchironald
@s_palm
@openscitalk

Top Tweeters in G1:
@s_palm
@fdmmagdeburg
@mawakresna
@ullamr
@petitpixel29
@was3210
@fabiomalini
@gauravjain49
@rio_sugimura
@jcarlosjramirez

Top Tweeters in G2:
@o_fabriciosouza
@shoutmgb
@michaelbathurst
@openscitalk
@snurb_dot_info
@procreate
@tableau
@this0499154500
@figma
@mihkal

Top Tweeters in G3:
@shawnfnlucas
@yoavgo
@3r1ng
@arpitrage
@alexstevenskent
@lww2018_20_23
@k_arctander
@geneastudies
@florianederer
@kiraresistance

Top Tweeters in G4:
@monrodriguez
@madamecurves
@lorenp4
@grandjeanmartin
@totetmatt
@trmurakami
@tdewinkel
@smlabto
@bedi_celik
@keheliya

Top Tweeters in G5:
@chirchironald
@sapataoserrana
@aleebrahim
@gbocquee
@yanipaper
@pedroisandretta
@avlisdu
@cyberlabe
@eurikko_
@stewartvarner

Top Tweeters in G6:
@godfrey_g_
@news_nocode
@seinecle
@matthewpennmsu
@ludiromadu
@github
@netbeans
@githubstatus
@a_klofat
@jcime

Top Tweeters in G7:
@claudiakincaid
@supercamilla
@davemazella
@openp2pdesign
@diana180
@timothyjgraham
@jilltxt
@tantlab
@anderskmunk
@gbenzakin

Top Tweeters in G8:
@chahuan
@guido3d
@jpflores
@fabiancosmico
@botcheckercl
@mlorca_
@pato_yiyo
@cfa_radio

Top Tweeters in G9:
@claragrima
@javierfpanadero
@zifra
@cienciaabanda

Top Tweeters in G10:
@jlwchambers
@giordmarco96
@alsoasked
@keywordinsights


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