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gephi_2021-11-08_17-52-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 09, 2021
Short Description:
gephi via NodeXL https://bit.ly/3CZmAjE
@gephi
@michaelbathurst
@docassar
@bkeegan
@congosto
@jacomyma
@allhoff_joachim
@chidambara09
@verukita1
@rastadidi

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

Description:
Description
The graph represents a network of 262 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, 09 November 2021 at 01:52 UTC.

The requested start date was Tuesday, 09 November 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, 22-hour, 36-minute period from Tuesday, 26 October 2021 at 01:14 UTC to Sunday, 07 November 2021 at 23:50 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 : 262
Unique Edges : 303
Edges With Duplicates : 926
Total Edges : 1229
Number of Edge Types : 5
Retweet : 147
MentionsInRetweet : 658
Tweet : 38
Replies to : 57
Mentions : 329
Self-Loops : 48
Reciprocated Vertex Pair Ratio : 0.0991379310344828
Reciprocated Edge Ratio : 0.180392156862745
Connected Components : 49
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 110
Maximum Edges in a Connected Component : 1020
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.787066
Graph Density : 0.00745810300956392
Modularity : 0.330778
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 262 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, 09 November 2021 at 01:52 UTC.

The requested start date was Tuesday, 09 November 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, 22-hour, 36-minute period from Tuesday, 26 October 2021 at 01:14 UTC to Sunday, 07 November 2021 at 23:50 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:
[23] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264919
[21] https://drive.google.com/file/d/1sLTb1mObjbs7gwzfyHvMsGpEvexQLjN9/view
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264823
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264770
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264927
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265256
[5] https://okt.to/7fs3gq
[3] https://cguibourg.wordpress.com/2015/05/04/tutorial-network-analysis-of-a-twitter-hashtag-using-gephi-and-nodexl/
[3] https://kumu.io/
[3] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/

Top URLs in Tweet in G1:
[23] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264919
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264823
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264770
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264927
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265256
[3] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264407
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264579

Top URLs in Tweet in G2:
[1] https://github.com/congosto/t-hoarder_kit
[1] https://gephi.org/
[1] https://rpubs.com/congosto/830160
[1] https://twitter.com/jacomyma/status/1456626473297747968
[1] https://twitter.com/Rancilyo/status/1453746507799310346
[1] https://twitter.com/jacomyma/status/1452917516695654403

Top URLs in Tweet in G3:
[21] https://drive.google.com/file/d/1sLTb1mObjbs7gwzfyHvMsGpEvexQLjN9/view

Top URLs in Tweet in G5:
[2] https://kumu.io/
[1] https://www.youtube.com/watch?v=Z2T_7aSL4ng&feature=youtu.be


Top URLs in Tweet in G6:
[5] https://okt.to/7fs3gq
[2] https://okt.to/1Wxr6N
[1] https://okt.to/JpH8Il
[1] https://okt.to/V0FHGE

Top URLs in Tweet in G7:
[1] https://github.com/cuinfoscience/INFO5613-Fall2021/tree/main/Week%2003%20-%20Visualizing%20networks

Top URLs in Tweet in G8:
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs13278-016-0402-5

Top Domains
Top Domains in Tweet in Entire Graph:
[68] nodexlgraphgallery.org
[21] google.com
[9] okt.to
[8] twitter.com
[6] wordpress.com
[3] github.com
[3] kumu.io
[2] gephi.org
[2] medium.com
[2] lucahammer.com

Top Domains in Tweet in G1:
[68] nodexlgraphgallery.org
[3] wordpress.com

Top Domains in Tweet in G2:
[3] twitter.com
[1] github.com
[1] gephi.org
[1] rpubs.com

Top Domains in Tweet in G3:
[21] google.com

Top Domains in Tweet in G5:
[2] kumu.io
[1] youtube.com

Top Domains in Tweet in G6:
[9] okt.to

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

Top Domains in Tweet in G8:
[1] springer.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[64] nodexl
[44] gephi
[24] datascience
[21] machinelearning
[18] mediaresearchinstitute
[18] twitterresearchproject
[14] influencers
[12] transvision
[12] sociology
[12] phdchat



Top Hashtags in Tweet in G1:
[64] nodexl
[36] gephi
[24] datascience
[21] machinelearning
[18] mediaresearchinstitute
[18] twitterresearchproject
[14] influencers
[12] sociology
[12] transvision
[11] phdchat

Top Hashtags in Tweet in G2:
[4] metaverse
[2] osint
[1] gosintcon2021

Top Hashtags in Tweet in G5:
[2] gephi
[2] ashe2021
[1] vaccinedeaths
[1] clotshot
[1] vaccineskill
[1] cscw2021
[1] qualitative
[1] socialnetworkanalysis
[1] academichatter
[1] phdchat

Top Hashtags in Tweet in G6:
[9] neo4j
[5] frauddetection
[5] fintech
[5] graphvalue
[4] twin4j
[1] connecteddata
[1] speechtotext
[1] nlp
[1] cypher
[1] graphdatabase

Top Hashtags in Tweet in G8:
[1] 30daysmapchallenge

Top Words
Top Words in Tweet in Entire Graph:
[240] ãƒ
[190] nodexl
[116] gephi
[113] docassar
[88] chidambara09
[83] albertoemachado
[78] ø
[64] #nodexl
[60] åº
[59] marc_smith

Top Words in Tweet in G1:
[186] nodexl
[113] docassar
[88] chidambara09
[83] albertoemachado
[64] #nodexl
[59] marc_smith
[58] michaelbathurst
[54] allhoff_joachim
[48] this0499154500
[42] tutormentorteam

Top Words in Tweet in G2:
[29] gephi
[9] vs
[8] network
[6] 10
[5] students
[5] analysis
[5] par
[4] hoarder_kit
[4] análisis
[4] herramientas

Top Words in Tweet in G3:
[240] ãƒ
[60] åº
[40] ットãƒ
[40] ϋ
[40] æ
[20] chiki3839
[20] マã
[20] ό
[20] gephiã
[20] æž

Top Words in Tweet in G4:
[3] marcelofreixo
[3] gephi
[2] dados
[2] foram
[2] em
[2] grafo
[2] foi
[2] jnpeps
[2] sbpcnet
[2] anpg

Top Words in Tweet in G5:
[15] gephi
[3] network
[3] use
[3] الشبكات
[3] know
[3] mapping
[2] testing
[2] program
[2] data
[2] ada

Top Words in Tweet in G6:
[9] #neo4j
[8] neo4j
[5] insight
[5] graphs
[5] enabling
[5] fraud
[5] detection
[5] #frauddetection
[5] #fintech
[5] #graphvalue

Top Words in Tweet in G7:
[2] week
[2] visualizing
[2] networks
[2] readings
[2] jurgenpfeffer
[2] kremplo
[2] digging
[2] ladamic
[2] nglance's
[2] famous

Top Words in Tweet in G8:
[3] bokanyie
[3] statisticscbs
[3] day
[3] lines
[3] features
[3] earlier
[3] work
[3] eelke
[3] heemskerk
[3] franktakes

Top Words in Tweet in G9:
[4] gephi
[3] logiciel
[2] nicolasbchb
[2] rã

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[80] ãƒ,ãƒ
[63] nodexl,chidambara09
[58] nodexl,albertoemachado
[42] chidambara09,tutormentorteam
[42] tutormentorteam,nodexl
[42] albertoemachado,marc_smith
[40] ãƒ,ットãƒ
[40] ットãƒ,ãƒ
[37] docassar,nodexl
[36] ø,ø

Top Word Pairs in Tweet in G1:
[63] nodexl,chidambara09
[58] nodexl,albertoemachado
[42] chidambara09,tutormentorteam
[42] tutormentorteam,nodexl
[42] albertoemachado,marc_smith
[37] docassar,nodexl
[34] nodexl,nodexl
[31] this0499154500,docassar
[28] #nodexl,nodexl
[23] albertoemachado,mihkal

Top Word Pairs in Tweet in G2:
[4] students,sometimes
[4] sometimes,disagree
[4] disagree,modes
[4] modes,network
[4] network,analysis
[4] analysis,using
[4] using,code
[4] code,vs
[4] vs,point
[4] point,click

Top Word Pairs in Tweet in G3:
[80] ãƒ,ãƒ
[40] ãƒ,ットãƒ
[40] ットãƒ,ãƒ
[20] マã,ãƒ
[20] ãƒ,œå
[20] œå,ãƒ
[20] ãƒ,gephiã
[20] gephiã,ãƒ
[20] ãƒ,æž
[20] æž,ÿã

Top Word Pairs in Tweet in G4:
[2] sbpcnet,anpg
[2] anpg,flaviacale
[2] flaviacale,uneoficial
[2] uneoficial,thiagosgbr
[2] thiagosgbr,marcelofreixo
[2] marcelofreixo,samiabomfim
[2] samiabomfim,stephanevw
[2] stephanevw,orlandosilva
[2] orlandosilva,ictpbr
[2] ictpbr,jandira_feghali

Top Word Pairs in Tweet in G5:
[2] testing,gephi
[2] use,gephi
[2] وتحليل,الشبكات
[2] system,mapping

Top Word Pairs in Tweet in G6:
[5] insight,graphs
[5] graphs,enabling
[5] enabling,fraud
[5] fraud,detection
[5] detection,#neo4j
[5] #neo4j,#frauddetection
[5] #frauddetection,#fintech
[5] #fintech,#graphvalue
[4] neo4j,insight
[4] #graphvalue,ht

Top Word Pairs in Tweet in G7:
[2] week,visualizing
[2] visualizing,networks
[2] networks,readings
[2] readings,jurgenpfeffer
[2] jurgenpfeffer,kremplo
[2] kremplo,digging
[2] digging,ladamic
[2] ladamic,nglance's
[2] nglance's,famous
[2] famous,2006

Top Word Pairs in Tweet in G8:
[3] bokanyie,statisticscbs
[3] statisticscbs,day
[3] day,lines
[3] lines,features
[3] features,earlier
[3] earlier,work
[3] work,eelke
[3] eelke,heemskerk
[3] heemskerk,franktakes
[3] franktakes,global

Top Word Pairs in Tweet in G9:
[2] logiciel,gephi

Top Replied-To
Top Replied-To in Entire Graph:
@docassar
@gephi
@this0499154500
@congosto
@maxandersen
@jacomyma
@proxyfil_
@dfintelligence
@ajenric
@rhay_guinness

Top Replied-To in G1:
@docassar
@this0499154500
@albertoemachado

Top Replied-To in G2:
@congosto
@gephi
@jacomyma
@ajenric
@evaladro
@ca_yuste
@jake__elperro
@rhay_guinness
@timothyjgraham
@anderskmunk

Top Replied-To in G4:
@c1gano_
@daiane_rossi
@jnpeps

Top Replied-To in G8:
@bokanyie

Top Replied-To in G9:
@proxyfil_
@dfintelligence
@x_ynot
@flamambrose

Top Replied-To in G10:
@elliot_was_here

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@chidambara09
@docassar
@albertoemachado
@marc_smith
@michaelbathurst
@allhoff_joachim
@this0499154500
@gephi
@tutormentorteam

Top Mentioned in G1:
@nodexl
@chidambara09
@docassar
@albertoemachado
@marc_smith
@michaelbathurst
@allhoff_joachim
@this0499154500
@tutormentorteam
@verukita1

Top Mentioned in G2:
@gephi
@nicolas_hu
@visibrain
@schichmax
@yomguithereal
@wullon
@bendobrown
@t_hoarder
@timothyjgraham
@almu_hs

Top Mentioned in G3:
@chiki3839

Top Mentioned in G4:
@marcelofreixo
@sbpcnet
@anpg
@flaviacale
@uneoficial
@thiagosgbr
@samiabomfim
@stephanevw
@orlandosilva
@ictpbr

Top Mentioned in G6:
@neo4j
@agilelarus
@rvanbruggen
@mesirii
@alexandererdl

Top Mentioned in G7:
@jurgenpfeffer
@kremplo
@ladamic
@nglance
@bkeegan
@gephi
@foucaultwelles
@isabelmeirelles

Top Mentioned in G8:
@statisticscbs
@franktakes
@popnet_research
@bokanyie
@uva_aissr
@liacs
@uvacorpnet

Top Mentioned in G9:
@nicolasbchb

Top Mentioned in G10:
@un
@un_careers
@tableaupublic

Top Tweeters
Top Tweeters in Entire Graph:
@odio_nao
@chidambara09
@evankirstel
@silmarq
@fabriciosx
@1jasliz
@kidabukou
@raulpacheco
@brucevh
@thecuriousluke

Top Tweeters in G1:
@chidambara09
@evankirstel
@fabriciosx
@brucevh
@thecuriousluke
@shoutmgb
@developerbot_v1
@michaelbathurst
@mvollmer1
@braincures

Top Tweeters in G2:
@martindonato
@almu_hs
@unlandais
@rancilyo
@congosto
@wullon
@ajenric
@kesterratcliff
@ca_yuste
@cazamosfakenews

Top Tweeters in G3:
@kidabukou
@shidenkai301
@mura_sun
@chiki3839
@sonohi210
@demioevo
@yaminoshinden
@game_only_3710
@magireco_alisa
@negineco

Top Tweeters in G4:
@danielamercury
@marcelofreixo
@jandira_feghali
@thiagosgbr
@uneoficial
@orlandosilva
@samiabomfim
@stephanevw
@alessandromolon
@sbpcnet

Top Tweeters in G5:
@r_pieris
@peraltasextapes
@ratna_001
@rasmusmunks
@molleeenn
@familylocket
@lxsh95
@ma
@aa
@jillern

Top Tweeters in G6:
@djriveraros
@neo4j
@chdezs
@textsla
@mesirii
@rvanbruggen
@amadou42445645
@albertodela80
@agilelarus
@himlohiya

Top Tweeters in G7:
@ruthmalan
@bkeegan
@foucaultwelles
@jurgenpfeffer
@isabelmeirelles
@kremplo
@nglance
@ladamic

Top Tweeters in G8:
@statisticscbs
@uva_aissr
@liacs
@uvacorpnet
@bokanyie
@franktakes
@popnet_research

Top Tweeters in G9:
@flamambrose
@dfintelligence
@x_ynot
@nicolasbchb
@benji8433
@proxyfil_

Top Tweeters in G10:
@un
@un_careers
@elliot_was_here
@tableaupublic
@anakomissarof


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