infoviz OR infovis, Twitter, 5/17/2019 1:32:05 PM, 197138


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infoviz OR infovis_2019-05-17_06-29-11.xlsx
infoviz OR infovis_2019-05-17_06-29-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 17, 2019
Short Description:
infoviz OR infovis via NodeXL http://bit.ly/2VKtp79
@dataandme
@flowingdata
@srendgen
@tantamkate
@mjskay
@tierneyl
@lista_redes
@mpromann
@mirkolorenz
@yuripanic

Top hashtags:
#infovis
#ieeevis
#dataviz
#siggraph
#infoviz
#visualanalytics
#ieeecga
#durhamcountylib

Description:
Description
The graph represents a network of 148 Twitter users whose tweets in the requested range contained "infoviz OR infovis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 17 May 2019 at 13:29 UTC.

The requested start date was Friday, 17 May 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 18-hour, 22-minute period from Friday, 03 May 2019 at 05:02 UTC to Thursday, 16 May 2019 at 23:25 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 : 148
Unique Edges : 221
Edges With Duplicates : 33
Total Edges : 254
Number of Edge Types : 3
Mentions : 212
Replies to : 8
Tweet : 34
Self-Loops : 34
Reciprocated Vertex Pair Ratio : 0.055
Reciprocated Edge Ratio : 0.104265402843602
Connected Components : 26
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 46
Maximum Edges in a Connected Component : 92
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.795661
Graph Density : 0.00969847398418827
Modularity : 0.678522
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] http://studentwork.prattsi.org/infovis/labs/visualizing-marvels-the-avengers-phase-one/
[5] https://link.medium.com/XSHIGBGrIW
[3] https://easychair.org/account/signin?l=8fSsL1nAjqrXk2iT27UI36
[2] https://demos.algorithmia.com/colorize-photos/
[2] https://twitter.com/NElmqvist/status/1126076432508248066
[2] https://www.goinvo.com/vision/healthcare-dollars/
[2] https://dl.acm.org/citation.cfm?id=3300593
[1] https://observablehq.com/@yurivish/the-long-tail-of-dog-names
[1] http://sciviscolor.org/home/colormoves/
[1] http://www.geotests.net/couleurs/frequences_en.html#ce

Top URLs in Tweet in G1:
[5] https://link.medium.com/XSHIGBGrIW
[1] https://flowingdata.com/2017/07/07/small-summary-stats/
[1] https://observablehq.com/@yurivish/the-long-tail-of-dog-names

Top URLs in Tweet in G2:
[1] https://sandrarendgen.wordpress.com/2019/05/08/preview-the-early-modern-age-in-infographics-may-2019/
[1] https://sandrarendgen.wordpress.com/2019/05/01/preview-the-19th-century-in-infographics-may-2019/

Top URLs in Tweet in G3:
[1] http://www.shadedrelief.com/tom/CFP_ES.pdf

Top URLs in Tweet in G6:
[1] http://itolab.is.ocha.ac.jp/~itot/message/coronasha-infovis-bookmark.html
[1] https://infovis-wiki.net/wiki/Main_Page
[1] https://twitter.com/Curious_Kurz/status/1125405186514653185
[1] http://classic.2050.org.uk/
[1] https://twitter.com/chendo/status/1125001585170440192
[1] https://www.github.com/lommyti
[1] https://www.github.com/lommyti/infoviz-assignment3/commits/a83a330c38380cf24b879ca198a95f8fd060ce2d

Top URLs in Tweet in G7:
[7] http://studentwork.prattsi.org/infovis/labs/visualizing-marvels-the-avengers-phase-one/

Top URLs in Tweet in G8:
[2] https://twitter.com/NElmqvist/status/1126076432508248066
[1] https://twitter.com/Worville/status/1125884341454815232
[1] https://twitter.com/dr_pi/status/1126079740958449665

Top URLs in Tweet in G9:
[3] https://easychair.org/account/signin?l=8fSsL1nAjqrXk2iT27UI36

Top URLs in Tweet in G10:
[1] http://users.umiacs.umd.edu/~elm/projects/face2face/face2face.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[7] prattsi.org
[7] twitter.com
[5] medium.com
[3] easychair.org
[2] algorithmia.com
[2] github.com
[2] wordpress.com
[2] goinvo.com
[2] acm.org
[1] observablehq.com

Top Domains in Tweet in G1:
[5] medium.com
[1] flowingdata.com
[1] observablehq.com

Top Domains in Tweet in G2:
[2] wordpress.com

Top Domains in Tweet in G3:
[1] shadedrelief.com

Top Domains in Tweet in G6:
[2] twitter.com
[2] github.com
[1] ac.jp
[1] infovis-wiki.net
[1] org.uk

Top Domains in Tweet in G7:
[7] prattsi.org

Top Domains in Tweet in G8:
[4] twitter.com

Top Domains in Tweet in G9:
[3] easychair.org

Top Domains in Tweet in G10:
[1] umd.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[32] infovis
[26] ieeevis
[24] dataviz
[19] siggraph
[17] infoviz
[15] visualanalytics
[15] ieeecga
[12] durhamcountylib
[12] color
[12] sneakpreview



Top Hashtags in Tweet in G1:
[3] dataviz
[3] infovis
[1] statistics

Top Hashtags in Tweet in G2:
[12] sneakpreview
[2] historyofinfographics
[2] historicaldataviz

Top Hashtags in Tweet in G3:
[8] nacis2019

Top Hashtags in Tweet in G4:
[2] bigdata
[2] infovis
[1] datasaveslives
[1] rehablegend
[1] rehablegends
[1] patientexperience
[1] icurehab
[1] teamworkmakesthedreamwork

Top Hashtags in Tweet in G5:
[8] infoviz

Top Hashtags in Tweet in G6:
[2] infoviz
[1] extinctionrebellion
[1] energyuse
[1] reviews
[1] infovis

Top Hashtags in Tweet in G7:
[7] sna
[7] ars

Top Hashtags in Tweet in G8:
[5] infovis
[3] moral
[3] mediation
[3] dataviz
[3] ieeevis
[3] visualization
[2] datavisualization
[1] ethics
[1] socialscience
[1] soccer

Top Hashtags in Tweet in G9:
[4] visualisation
[4] humanities
[4] vis4dh
[4] ieeevis
[2] digitalhumanities
[2] infovis
[1] dh

Top Words
Top Words in Tweet in Entire Graph:
[70] Words in Sentiment List#1: Positive
[5] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2850] Non-categorized Words
[2925] Total Words
[43] dataandme
[36] big
[34] much
[33] two
[33] frames

Top Words in Tweet in G1:
[43] dataandme
[33] two
[33] frames
[33] much
[33] summary
[33] statistics
[33] tell
[33] little
[33] big
[33] picture

Top Words in Tweet in G2:
[12] #sneakpreview
[12] history
[12] infographics
[12] main
[12] forces
[12] shaping
[12] infoviz
[12] dataviz
[12] through
[10] srendgen

Top Words in Tweet in G3:
[9] nacis
[8] tierneyl
[8] solo
[8] quedan
[8] unas
[8] semanas
[8] entregar
[8] propuestas
[8] presentar
[8] #nacis2019

Top Words in Tweet in G4:
[3] plymouthicureh1
[3] team
[2] uhp_nhs
[2] love
[2] data
[2] info
[2] vis
[2] #bigdata
[2] #infovis

Top Words in Tweet in G5:
[9] palabras
[9] acciones
[9] impacto
[8] dalesmm
[8] ecofeminita
[8] rusosnith
[8] candelariabotto
[8] ahí
[8] vi
[8] #infoviz

Top Words in Tweet in G6:
[5] infovis
[2] #infoviz
[2] more
[2] using
[2] matrix
[2] people
[2] now
[2] comparison

Top Words in Tweet in G7:
[7] networks
[7] marvel
[7] #sna
[7] #ars
[6] lista_redes

Top Words in Tweet in G8:
[5] #infovis
[4] s
[4] more
[3] #moral
[3] #mediation
[3] #dataviz
[3] #ieeevis
[3] social
[3] #visualization
[2] yes

Top Words in Tweet in G9:
[5] papers
[4] friends
[4] colleagues
[4] working
[4] intersection
[4] #visualisation
[4] #humanities
[4] forget
[4] submit
[4] work

Top Words in Tweet in G10:
[4] face
[3] infovis
[2] filwd
[2] quick
[2] note
[2] paper
[2] 2018
[2] sounds
[2] relevant
[2] evaluating

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[33] two,frames
[33] frames,much
[33] much,summary
[33] summary,statistics
[33] statistics,tell
[33] tell,little
[33] little,big
[33] big,picture
[33] picture,flowingdata
[32] dataandme,two

Top Word Pairs in Tweet in G1:
[33] two,frames
[33] frames,much
[33] much,summary
[33] summary,statistics
[33] statistics,tell
[33] tell,little
[33] little,big
[33] big,picture
[33] picture,flowingdata
[32] dataandme,two

Top Word Pairs in Tweet in G2:
[12] #sneakpreview,history
[12] history,infographics
[12] infographics,main
[12] main,forces
[12] forces,shaping
[12] shaping,infoviz
[12] infoviz,dataviz
[12] dataviz,through
[10] srendgen,#sneakpreview
[10] through,early

Top Word Pairs in Tweet in G3:
[8] tierneyl,nacis
[8] nacis,solo
[8] solo,quedan
[8] quedan,unas
[8] unas,semanas
[8] semanas,entregar
[8] entregar,propuestas
[8] propuestas,presentar
[8] presentar,#nacis2019
[8] #nacis2019,tacoma

Top Word Pairs in Tweet in G4:
[2] plymouthicureh1,love
[2] info,vis

Top Word Pairs in Tweet in G5:
[9] acciones,impacto
[8] dalesmm,ecofeminita
[8] ecofeminita,rusosnith
[8] rusosnith,candelariabotto
[8] candelariabotto,ahí
[8] ahí,vi
[8] vi,#infoviz
[8] #infoviz,palabras
[8] palabras,verdes
[8] verdes,acciones

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

Top Word Pairs in Tweet in G7:
[7] networks,marvel
[7] marvel,#sna
[7] #sna,#ars
[6] lista_redes,networks

Top Word Pairs in Tweet in G8:
[3] #mediation,#infovis
[2] yes,s
[2] s,talk
[2] talk,more
[2] more,#moral
[2] #moral,#mediation
[2] #infovis,#dataviz
[2] #dataviz,last
[2] last,year
[2] year,s

Top Word Pairs in Tweet in G9:
[4] friends,colleagues
[4] colleagues,working
[4] working,intersection
[4] intersection,#visualisation
[4] #visualisation,#humanities
[4] #humanities,forget
[4] forget,submit
[4] submit,work
[4] #vis4dh,workshop
[3] hlmqa,friends

Top Word Pairs in Tweet in G10:
[2] filwd,quick
[2] quick,note
[2] note,paper
[2] paper,infovis
[2] infovis,2018
[2] 2018,sounds
[2] sounds,relevant
[2] relevant,face
[2] face,face
[2] face,evaluating

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@dataandme
@flowingdata
@srendgen
@nacis
@yuripanic
@ecofeminita
@rusosnith
@candelariabotto
@tierneyl
@melisabok

Top Mentioned in G1:
@dataandme
@flowingdata
@yuripanic
@elijah_meeks
@sxywu
@observablehq

Top Mentioned in G2:
@srendgen
@taschen
@tas

Top Mentioned in G3:
@nacis
@tierneyl
@tacosdedatos
@infovis_
@mxdatalab
@geolatinas

Top Mentioned in G4:
@uhp_nhs
@emily_rich_1
@robyeldham
@kmiddletoncsp
@_rich_freeman
@jude8771
@absey88
@plymouthicureh1
@plymuni

Top Mentioned in G5:
@ecofeminita
@rusosnith
@candelariabotto
@melisabok
@dalesmm

Top Mentioned in G7:
@lista_redes

Top Mentioned in G8:
@chi2019
@mpromann
@medialse
@polislse
@sig_chi
@birdbassador

Top Mentioned in G9:
@hlmqa
@vis4dh

Top Mentioned in G10:
@nelmqvist
@brianondov
@stevefranconeri
@adilyalcin
@filwd

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@sassy_commits
@albertocairo
@silvijakrebs
@rusosnith
@dalesmm
@jeffbigham
@ethicsretweet
@odaairlopes_
@robyeldham

Top Tweeters in G1:
@dataandme
@pacoramon
@ctseto
@t_magennis
@_davidhen
@_artemisa_v
@impactology
@flowingdata
@elijah_meeks
@awesomnomics

Top Tweeters in G2:
@albertocairo
@scott_bot
@tas
@isd4hire
@aperrykessaris
@mirkolorenz
@taschen
@ohmyshambles
@stewiekee
@mstoll

Top Tweeters in G3:
@smathermather
@run_for_funner
@rosemarywardley
@lobenichou
@infovis_
@geolatinas
@nichom
@tierneyl
@nacis
@tacosdedatos

Top Tweeters in G4:
@robyeldham
@kmiddletoncsp
@plymuni
@uhp_nhs
@tantamkate
@emahpinfo
@emily_rich_1
@absey88
@_rich_freeman
@plymouthicureh1

Top Tweeters in G5:
@rusosnith
@dalesmm
@me_andre
@ecofeminita
@olimpoprincess
@candelariabotto
@melisabok
@ignachio_ar
@alyarce3

Top Tweeters in G6:
@sassy_commits
@odaairlopes_
@piercetayo
@iotwatch
@coreysparks
@hayatakads
@vapingbaby
@fisherdanyel
@karthik_badam

Top Tweeters in G7:
@lupizgr
@inorman55
@lista_redes
@jorgegeo28
@rafaelopez8
@jimena_aim
@yaomendiola

Top Tweeters in G8:
@ethicsretweet
@polislse
@medialse
@birdbassador
@sig_chi
@mpromann
@chi2019

Top Tweeters in G9:
@digtalhumanatee
@djwrisley
@sachi_research
@hlmqa
@uta_ente
@vis4dh

Top Tweeters in G10:
@filwd
@duto_guerra
@adilyalcin
@nelmqvist
@stevefranconeri
@brianondov


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