infoviz OR infovis, Twitter, 6/25/2021 1:11:34 AM, 257650


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infoviz OR infovis_2021-06-24_17-44-42.xlsx
infoviz OR infovis_2021-06-24_17-44-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 25, 2021
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/3xUh5j5
@infovis_
@benbendc
@visualisingdata
@malofiej
@infovis
@thenewyorkermag
@alucaslopez
@ismaelnafria
@amycesal
@bestiario140

Top hashtags:
#malofiej29
#infovis
#dataviz
#siggraph
#ieeevis
#visualanalytics
#ieeecga

Description:
Description
The graph represents a network of 133 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, 25 June 2021 at 00:45 UTC.

The requested start date was Friday, 25 June 2021 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 12-day, 6-hour, 26-minute period from Friday, 11 June 2021 at 09:22 UTC to Wednesday, 23 June 2021 at 15:48 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 : 133
Unique Edges : 125
Edges With Duplicates : 298
Total Edges : 423
Number of Edge Types : 5
MentionsInRetweet : 175
Mentions : 62
Retweet : 110
Tweet : 68
Replies to : 8
Self-Loops : 69
Reciprocated Vertex Pair Ratio : 0.0280898876404494
Reciprocated Edge Ratio : 0.0546448087431694
Connected Components : 21
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 52
Maximum Edges in a Connected Component : 259
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.062587
Graph Density : 0.0104237867395762
Modularity : 0.372927
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 133 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, 25 June 2021 at 00:45 UTC.

The requested start date was Friday, 25 June 2021 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 12-day, 6-hour, 26-minute period from Friday, 11 June 2021 at 09:22 UTC to Wednesday, 23 June 2021 at 15:48 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 : infoviz OR infovis
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:
[9] http://cluster.cis.drexel.edu/~cchen/citespace/examples/infoviz/
[9] http://cluster.cis.drexel.edu/~cchen/citespace/examples/infoviz/gexf.png
[3] https://rosenfeldmedia.com/books/usable-color/
[3] https://www.interaction-design.org/courses/information-visualization-infovis?utm_source=twitter&utm_medium=post
[3] https://www.nytimes.com/video/us/100000007348445/breonna-taylor-death-cops.html
[2] https://www.washingtonpost.com/weather/2021/06/18/heat-dome-western-us-temperatures/
[2] https://twitter.com/malofiej/status/1405552095160373248
[2] https://graphics.reuters.com/EU-USA/TRADE/jznvnwagwpl/index.html
[2] https://twitter.com/malofiej/status/1405541185691684864
[2] https://www.eluniversal.com.mx/cultura/95-anos-del-accidente-que-marco-la-vida-y-obra-de-frida

Top URLs in Tweet in G1:
[3] https://www.nytimes.com/video/us/100000007348445/breonna-taylor-death-cops.html
[2] https://www.nationalgeographic.com/magazine/graphics/explore-the-mesmerizing-physics-of-animal-locomotion-feature?ngmediacontests
[2] https://www.nrk.no/klima/kommune
[2] https://www.nytimes.com/interactive/2021/us/covid-cases.html
[2] https://www.malofiejgraphics.com/awards/el-pais-and-errea-comunicacion-receive-the-best-of-show-awards/2021/06
[2] https://www.eluniversal.com.mx/cultura/95-anos-del-accidente-que-marco-la-vida-y-obra-de-frida
[2] https://graphics.reuters.com/EU-USA/TRADE/jznvnwagwpl/index.html
[2] https://www.washingtonpost.com/weather/2021/06/18/heat-dome-western-us-temperatures/
[2] https://english.elpais.com/society/2020-10-28/a-room-a-bar-and-a-class-how-the-coronavirus-is-spread-through-the-air.html
[2] https://twitter.com/malofiej/status/1405541185691684864

Top URLs in Tweet in G2:
[1] https://www.newyorker.com/magazine/2021/06/21/when-graphs-are-a-matter-of-life-and-death

Top URLs in Tweet in G3:
[9] http://cluster.cis.drexel.edu/~cchen/citespace/examples/infoviz/
[9] http://cluster.cis.drexel.edu/~cchen/citespace/examples/infoviz/gexf.png

Top URLs in Tweet in G4:
[1] https://us5.campaign-archive.com/?u=5c43decd8cb9392fc762895d7&id=93e464f28f

Top URLs in Tweet in G5:
[1] https://us02web.zoom.us/webinar/register/8216218746509/WN_vAkwB-MnS3WfbbNXoUuTKA

Top URLs in Tweet in G6:
[2] https://twitter.com/malofiej/status/1405552095160373248

Top URLs in Tweet in G7:
[1] https://cs.vt.edu/Alumni/50-anniversary/50-Anniversary-Alumni-Spotlights/alumni-endert.html

Top URLs in Tweet in G8:
[3] https://rosenfeldmedia.com/books/usable-color/

Top URLs in Tweet in G9:
[1] https://www.corycone.com/portfolio/birds-and-birding-thesis/

Top URLs in Tweet in G10:
[2] https://nachols1986.github.io/infovis/tablero_covid.html

Top Domains
Top Domains in Tweet in Entire Graph:
[18] drexel.edu
[15] twitter.com
[8] nytimes.com
[4] washingtonpost.com
[3] reuters.com
[3] com.mx
[3] malofiejgraphics.com
[3] rosenfeldmedia.com
[3] interaction-design.org
[2] ft.com

Top Domains in Tweet in G1:
[10] twitter.com
[8] nytimes.com
[4] washingtonpost.com
[3] malofiejgraphics.com
[3] com.mx
[3] reuters.com
[2] nationalgeographic.com
[2] nrk.no
[2] ft.com
[2] elpais.com

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

Top Domains in Tweet in G3:
[18] drexel.edu

Top Domains in Tweet in G4:
[1] campaign-archive.com

Top Domains in Tweet in G5:
[1] zoom.us

Top Domains in Tweet in G6:
[2] twitter.com

Top Domains in Tweet in G7:
[1] vt.edu

Top Domains in Tweet in G8:
[3] rosenfeldmedia.com

Top Domains in Tweet in G9:
[1] corycone.com

Top Domains in Tweet in G10:
[2] github.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[61] malofiej29
[17] infovis
[14] dataviz
[14] siggraph
[14] ieeevis
[13] visualanalytics
[13] ieeecga
[12] durhamcountylib
[12] albers_lucy
[10] colourlovers



Top Hashtags in Tweet in G1:
[60] malofiej29
[2] ddj
[2] afp
[2] afpgraphics
[1] flagday
[1] bloomberg
[1] dataviz
[1] datajournalism
[1] hemiciclo
[1] benitojuarez

Top Hashtags in Tweet in G4:
[1] infoviz
[1] ai
[1] emotiondetection

Top Hashtags in Tweet in G5:
[5] infoviz
[5] chartchat

Top Hashtags in Tweet in G8:
[1] infoviz
[1] datascience
[1] ux

Top Hashtags in Tweet in G9:
[1] malofiej29

Top Words
Top Words in Tweet in Entire Graph:
[70] project
[61] #malofiej29
[52] malofiej
[51] gold
[40] usa
[26] citespace
[24] york
[23] infovis
[22] best
[22] times

Top Words in Tweet in G1:
[67] project
[60] #malofiej29
[52] malofiej
[51] gold
[40] usa
[24] york
[22] best
[22] times
[13] info_universal
[12] award

Top Words in Tweet in G2:
[19] engaging
[19] interesting
[19] article
[19] thenewyorkermag
[19] tells
[19] history
[19] infovis
[19] shows
[19] info
[19] vis

Top Words in Tweet in G3:
[26] citespace
[9] coming
[9] soon
[9] interact
[9] visualization
[9] without

Top Words in Tweet in G4:
[9] weblyzard
[5] newsletter
[5] #39
[5] horizon
[5] europe
[5] green
[5] deal
[5] start
[5] eu
[5] flagship

Top Words in Tweet in G5:
[5] ben
[5] shneiderman
[5] #infoviz
[5] legend
[5] guest
[5] #chartchat
[5] 23
[5] june
[5] 29th
[5] talking

Top Words in Tweet in G6:
[2] mariano_zafra
[2] javisalas

Top Words in Tweet in G7:
[2] lab

Top Words in Tweet in G8:
[3] signed
[3] alexfiles
[3] write
[3] book
[3] fascinating
[3] topic
[3] usable
[3] color
[3] think
[3] ll

Top Words in Tweet in G9:
[2] winning
[2] project

Top Words in Tweet in G10:
[2] palaciojuanm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[40] usa,project
[25] malofiej,gold
[22] york,times
[22] times,usa
[19] engaging,interesting
[19] interesting,article
[19] article,thenewyorkermag
[19] thenewyorkermag,tells
[19] tells,history
[19] history,infovis

Top Word Pairs in Tweet in G1:
[40] usa,project
[25] malofiej,gold
[22] york,times
[22] times,usa
[18] gold,york
[10] national,geographic
[10] geographic,usa
[10] best,graphic
[8] spain,project
[8] errea,comunicación

Top Word Pairs in Tweet in G2:
[19] engaging,interesting
[19] interesting,article
[19] article,thenewyorkermag
[19] thenewyorkermag,tells
[19] tells,history
[19] history,infovis
[19] infovis,shows
[19] shows,info
[19] info,vis
[19] vis,helps

Top Word Pairs in Tweet in G3:
[9] coming,soon
[9] soon,interact
[9] interact,citespace
[9] citespace,visualization
[9] visualization,without
[9] without,citespace
[8] citespace,coming

Top Word Pairs in Tweet in G4:
[5] weblyzard,newsletter
[5] newsletter,#39
[5] #39,horizon
[5] horizon,europe
[5] europe,green
[5] green,deal
[5] deal,start
[5] start,eu
[5] eu,flagship
[5] flagship,funding

Top Word Pairs in Tweet in G5:
[5] ben,shneiderman
[5] shneiderman,#infoviz
[5] #infoviz,legend
[5] legend,guest
[5] guest,#chartchat
[5] #chartchat,23
[5] 23,june
[5] june,29th
[5] 29th,talking
[5] talking,legacies

Top Word Pairs in Tweet in G6:
[2] mariano_zafra,javisalas

Top Word Pairs in Tweet in G8:
[3] signed,alexfiles
[3] alexfiles,write
[3] write,book
[3] book,fascinating
[3] fascinating,topic
[3] topic,usable
[3] usable,color
[3] color,think
[3] think,ll
[2] louisrosenfeld,signed

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@malofiej
@thenewyorkermag
@infovis
@benbendc
@info_universal
@el_universal_mx
@citespace
@pedrojimnez
@reutersgraphics
@weblyzard

Top Mentioned in G1:
@malofiej
@info_universal
@el_universal_mx
@pedrojimnez
@reutersgraphics
@jcarlosjramirez
@nytimes
@morgenpost
@fdnklg
@moklick

Top Mentioned in G2:
@thenewyorkermag
@infovis
@benbendc
@hcil_umd
@umdcs
@ischoolumd
@katycns
@albertocairo
@datavizsociety
@ieee_tvcg

Top Mentioned in G3:
@citespace

Top Mentioned in G4:
@weblyzard
@cordis_eu
@retv_eu

Top Mentioned in G5:
@acotgreave

Top Mentioned in G6:
@mariano_zafra
@javisalas

Top Mentioned in G7:
@sanghanictrvt
@gt_vis
@georgiatech
@vt_cs

Top Mentioned in G8:
@alexfiles
@louisrosenfeld

Top Mentioned in G9:
@corycone
@mica_mps

Top Mentioned in G10:
@palaciojuanm

Top Tweeters
Top Tweeters in Entire Graph:
@el_universal_mx
@lavanguardia
@nytimes
@ricardo_ik_ahau
@morgenpost
@maelorin
@visakanv
@nhlonnbcsports
@albertocairo
@james3neal

Top Tweeters in G1:
@el_universal_mx
@lavanguardia
@nytimes
@morgenpost
@visualisingdata
@blprnt
@ismaelnafria
@tpointu
@ingenieriared
@omarpm09

Top Tweeters in G2:
@maelorin
@albertocairo
@james3neal
@jmochicago
@clj59
@juan__gonzalez
@rackhamlenoir
@ischoolumd
@umdcs
@barefootprofe

Top Tweeters in G3:
@aleebrahim
@micahstubbs
@aarontay
@serdarbalci
@wmijnhardt
@drlackner
@rajkumarrtor2
@chukbak
@citespace

Top Tweeters in G4:
@cordis_eu
@decarbonet
@weblyzard
@retv_eu
@ecoresearch
@asap_eu

Top Tweeters in G5:
@acotgreave
@markbradbourne
@highvizability
@callmedeeray
@ggorczynski

Top Tweeters in G6:
@javisalas
@pflis
@mariano_zafra
@chiquiesteban

Top Tweeters in G7:
@georgiatech
@vt_cs
@sanghanictrvt
@gt_vis

Top Tweeters in G8:
@hafelg
@rosenfeldmedia
@louisrosenfeld
@alexfiles

Top Tweeters in G9:
@amycesal
@corycone
@mica_mps

Top Tweeters in G10:
@palaciojuanm
@francolakd45
@nacho_ls


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