infoviz OR infovis, Twitter, 7/10/2020 1:06:04 AM, 230444


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infoviz OR infovis_2020-07-09_17-55-12.xlsx
infoviz OR infovis_2020-07-09_17-55-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 10, 2020
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/2Cib3l8
@infovis_
@datavizsociety
@tmrhyne
@cscolari
@nelmqvist
@algoritmic
@nadiehbremer
@pabloroblesg
@juruwolfe
@icfj

Top hashtags:
#infovis
#dataviz
#multimedia
#mediaevolution
#ieeevis
#siggraph
#visualanalytics

Description:
Description
The graph represents a network of 221 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, 10 July 2020 at 00:55 UTC.

The requested start date was Friday, 10 July 2020 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 12-day, 13-hour, 53-minute period from Friday, 26 June 2020 at 09:10 UTC to Wednesday, 08 July 2020 at 23:04 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 : 221
Unique Edges : 148
Edges With Duplicates : 453
Total Edges : 601
Number of Edge Types : 5
MentionsInRetweet : 223
Mentions : 103
Retweet : 169
Tweet : 99
Replies to : 7
Self-Loops : 101
Reciprocated Vertex Pair Ratio : 0.0168067226890756
Reciprocated Edge Ratio : 0.0330578512396694
Connected Components : 24
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 111
Maximum Edges in a Connected Component : 425
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.517407
Graph Density : 0.00497737556561086
Modularity : 0.370708
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 221 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, 10 July 2020 at 00:55 UTC.

The requested start date was Friday, 10 July 2020 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 12-day, 13-hour, 53-minute period from Friday, 26 June 2020 at 09:10 UTC to Wednesday, 08 July 2020 at 23:04 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:
[41] https://www.lavanguardia.com/vida/20200705/482105273145/infograficos-graficos-infografia-diseno-papel-web-vanguardia.html
[5] https://infovis.sei.ba.gov.br/covid19/
[5] https://visualizing.jp/world-gov-infoviz-report/
[2] https://trib.al/96reb3r
[2] https://trib.al/muLHp59
[2] https://www.bloomberg.com/graphics/jobs-numbers/?utm_campaign=socialflow-organic&utm_medium=social&cmpid%3D=socialflow-twitter-graphics&utm_source=twitter&utm_content=graphics
[2] http://socks-studio.com/2020/06/21/patterns-from-the-world-underneath-the-ecological-relations-of-roots-by-john-ernest-weaver-1919/
[2] https://medium.com/@frcfr/visualizing-the-shape-of-dreams-for-google-trends-5164c3c4e382?_branch_match_id=link-807978010916875790
[2] https://www.wsj.com/articles/in-the-u-s-coronavirus-tells-a-tale-of-two-americas-11593797658
[2] https://youtu.be/8XkWzVaMja8

Top URLs in Tweet in G1:
[2] https://trib.al/96reb3r
[2] https://twitter.com/malofiej/status/1277521645591310341
[2] https://elpais.com/sociedad/2020-06-27/supermanzanas-o-como-devolver-al-peaton-la-ciudad-robada-por-los-coches.html?ssm=TW_CC
[2] https://trib.al/9ungM5c
[2] https://trib.al/42RdBYv
[2] https://trib.al/puWXvow
[2] https://trib.al/Pro2IXy
[2] https://trib.al/RV8337P
[2] http://ow.ly/JyeN102h7V7
[2] https://ft.trib.al/jWdDnSv

Top URLs in Tweet in G2:
[41] https://www.lavanguardia.com/vida/20200705/482105273145/infograficos-graficos-infografia-diseno-papel-web-vanguardia.html
[1] https://twitter.com/aaronpenne/status/1280859098330755072

Top URLs in Tweet in G3:
[2] https://link.medium.com/9jXE0mHVO7
[1] https://medium.com/nightingale/what-data-visualisation-experts-wish-they-knew-when-they-first-started-e9bd4906d25
[1] https://medium.com/nightingale/how-to-create-eye-catching-maps-with-python-and-kepler-gl-e7e897eff8ac#fe6b-d40ec8d73bab
[1] https://www.linkedin.com/slink?code=ddsJPSE
[1] https://link.medium.com/4Jaz2slOJ7
[1] https://www.linkedin.com/slink?code=dfZij46
[1] https://www.linkedin.com/slink?code=dQpCJdj
[1] https://www.linkedin.com/slink?code=dGMMqPs
[1] http://geotests.net/couleurs/frequ
[1] http://www.geotests.net/couleurs/frequences_en.html#ce

Top URLs in Tweet in G4:
[1] https://attend.ieee.org/istas-2020/program/
[1] https://twitter.com/iarynam/status/1278632006126051329

Top URLs in Tweet in G7:
[1] https://twitter.com/f_dion/status/748187672619917312?s=19

Top URLs in Tweet in G8:
[1] https://visualizing.jp/world-gov-infoviz-report/
[1] https://www.splcenter.org/hate-map
[1] https://twitter.com/oliverjia1014/status/1279288292781875205

Top URLs in Tweet in G10:
[1] https://buff.ly/2NwWw7w

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[74] infovis
[48] dataviz
[41] multimedia
[41] mediaevolution
[24] ieeevis
[17] siggraph
[16] visualanalytics
[16] ieeecga
[14] colourlovers
[14] albers_lucy



Top Hashtags in Tweet in G1:
[6] infographic
[5] covidー19
[5] covid_19mx
[4] datavisualization
[4] dataviz
[4] covid_19
[4] covid__19
[3] covid19
[3] covid19_mx
[2] makeovermonday

Top Hashtags in Tweet in G2:
[41] multimedia
[41] mediaevolution
[41] infovis

Top Hashtags in Tweet in G3:
[29] dataviz
[29] infovis
[24] ieeevis
[17] siggraph
[16] visualanalytics
[16] ieeecga
[14] albers_lucy
[14] colourlovers
[13] albersloc
[11] durhamcountylib

Top Hashtags in Tweet in G4:
[2] hci
[2] pioneer
[2] infovis
[2] socialmedia
[2] istas20
[1] virtual

Top Hashtags in Tweet in G5:
[9] dataviz
[9] infoviz

Top Hashtags in Tweet in G6:
[1] infographics

Top Hashtags in Tweet in G7:
[3] datascience
[3] infoviz
[3] dataviz
[2] 3d
[1] neuralnetworks
[1] neuron
[1] sigmoid
[1] neuralnetwork
[1] neurons
[1] teaching

Top Hashtags in Tweet in G8:
[1] uxrconfanywhere

Top Hashtags in Tweet in G10:
[1] covid19
[1] coveringcovid

Top Words
Top Words in Tweet in Entire Graph:
[74] #infovis
[48] #dataviz
[43] evolución
[41] infografías
[41] #multimedia
[41] #mediaevolution
[40] cscolari
[25] covid
[25] 19
[25] coronavirus

Top Words in Tweet in G1:
[25] coronavirus
[22] covid
[22] 19
[21] info_universal
[17] wsjgraphics
[14] el_universal_mx
[13] one
[12] wsj
[12] people
[11] first

Top Words in Tweet in G2:
[41] evolución
[41] infografías
[41] #multimedia
[41] #mediaevolution
[41] #infovis
[40] cscolari

Top Words in Tweet in G3:
[29] #dataviz
[29] #infovis
[24] #ieeevis
[17] #siggraph
[16] #visualanalytics
[16] #ieeecga
[14] #albers_lucy
[14] #colourlovers
[13] #albersloc
[11] #durhamcountylib

Top Words in Tweet in G4:
[6] benbendc
[5] excellent
[5] graphics
[5] disturbing
[5] patterns
[5] infovis
[5] journalism
[5] hcil_umd
[2] official
[2] #hci

Top Words in Tweet in G5:
[9] making
[9] sketches
[9] mockups
[9] prototypes
[9] progress
[9] #dataviz
[9] #infoviz
[9] design
[9] work
[9] whole

Top Words in Tweet in G6:
[2] pabloroblesg
[2] day
[2] bronze
[2] wan
[2] ifra
[2] media
[2] scmpgraphics
[2] design
[2] infovis_
[2] infographics

Top Words in Tweet in G7:
[7] sigmoid
[7] neuron
[5] representation
[3] f_dion
[3] notebook
[3] box
[3] physical
[3] decision
[3] boundary
[3] shrunk

Top Words in Tweet in G8:
[3] infovis
[2] analysis
[2] line

Top Words in Tweet in G10:
[2] 10

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[41] evolución,infografías
[41] infografías,#multimedia
[41] #multimedia,#mediaevolution
[41] #mediaevolution,#infovis
[40] cscolari,evolución
[28] #dataviz,#infovis
[25] covid,19
[14] info_universal,el_universal_mx
[13] #infovis,#visualanalytics
[11] #dataviz,#infoviz

Top Word Pairs in Tweet in G1:
[22] covid,19
[14] info_universal,el_universal_mx
[6] coronavirus,outbreak
[6] 19,info_universal
[5] coronavirus,cases
[5] risk,flooding
[4] nearly,six
[4] six,million
[4] million,properties
[4] properties,substantial

Top Word Pairs in Tweet in G2:
[41] evolución,infografías
[41] infografías,#multimedia
[41] #multimedia,#mediaevolution
[41] #mediaevolution,#infovis
[40] cscolari,evolución

Top Word Pairs in Tweet in G3:
[26] #dataviz,#infovis
[13] #infovis,#visualanalytics
[9] button,optics
[7] #siggraph,#ieeecga
[7] #siggraph,#ieeevis
[7] #albersloc,button
[7] #ieeevis,infovis
[7] infovis,2020
[7] 2020,total
[7] total,312

Top Word Pairs in Tweet in G4:
[5] excellent,graphics
[5] graphics,disturbing
[5] disturbing,patterns
[5] patterns,infovis
[5] infovis,journalism
[5] journalism,hcil_umd
[4] benbendc,excellent
[2] official,benbendc
[2] benbendc,#hci
[2] #hci,#pioneer

Top Word Pairs in Tweet in G5:
[9] making,sketches
[9] sketches,mockups
[9] mockups,prototypes
[9] prototypes,progress
[9] progress,#dataviz
[9] #dataviz,#infoviz
[9] #infoviz,design
[9] design,work
[9] work,whole
[9] whole,range

Top Word Pairs in Tweet in G6:
[2] wan,ifra

Top Word Pairs in Tweet in G7:
[5] sigmoid,neuron
[3] box,physical
[3] physical,representation
[3] representation,decision
[3] decision,boundary
[3] boundary,sigmoid
[3] neuron,shrunk
[3] shrunk,bit
[3] bit,over
[2] cont,jupyter

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@cscolari
@wsjgraphics
@info_universal
@el_universal_mx
@wsj
@datavizsociety
@pabloroblesg
@oliviafvane
@benbendc
@postgraphics

Top Mentioned in G1:
@wsjgraphics
@info_universal
@el_universal_mx
@wsj
@postgraphics
@pabloroblesg
@bbgvisualdata
@reutersgraphics
@uninoticias
@nytgraphics

Top Mentioned in G2:
@cscolari

Top Mentioned in G3:
@datavizsociety
@nelmqvist
@tmrhyne
@rollacaster
@evelina_jud
@thiagobc231
@data
@irlington
@shakasom
@tdatascience

Top Mentioned in G4:
@benbendc
@hcil_umd
@uofmaryland
@ieeessit
@asu_sfis
@katinamichael
@cidseasu
@uowresearch
@robaabbas

Top Mentioned in G5:
@oliviafvane

Top Mentioned in G6:
@pabloroblesg
@scmpgraphics
@rachaeldottle
@digitalmediain

Top Mentioned in G7:
@f_dion
@wakeforest
@pyptug

Top Mentioned in G9:
@jazzmyth
@elenamejialutz
@wiederkehra

Top Mentioned in G10:
@chrismoranuk
@guardian
@towcenter

Top Tweeters
Top Tweeters in Entire Graph:
@el_universal_mx
@viniciusn1kolod
@guardian
@nytimes
@elfinanciero_mx
@yutakama
@usatoday
@wsj
@gramelgar
@uninoticias

Top Tweeters in G1:
@el_universal_mx
@nytimes
@elfinanciero_mx
@usatoday
@wsj
@uninoticias
@eldiarioes
@univdeportes
@rainmaker1973
@zizzycarter

Top Tweeters in G2:
@gramelgar
@edmundogs
@monrodriguez
@magnator
@ddianasalazar
@cscolari
@sciencesergio
@josuerodrigo
@imastranger
@ozkar12

Top Tweeters in G3:
@albertocairo
@tdatascience
@tmrhyne
@sherwinwilliams
@data
@curmudgeonphd
@shakasom
@nelmqvist
@datavizsociety
@t1_marc

Top Tweeters in G4:
@uofmaryland
@uowresearch
@katinamichael
@mdeckersley
@duto_guerra
@shoha99
@robertotheron
@ieeessit
@asu_sfis
@benbendc

Top Tweeters in G5:
@a_donna
@mia_out
@xmacex
@davidhaskiya
@phivk
@khetiwe24
@larissa_borck
@livingwmachines
@oliviafvane

Top Tweeters in G6:
@bizweekgraphics
@adolfux
@scmpgraphics
@pabloroblesg
@rachaeldottle
@digitalmediain

Top Tweeters in G7:
@yutakama
@e_nterdiscipl
@wakeforest
@f_dion
@dionresearchllc
@pyptug

Top Tweeters in G8:
@motttey
@miniver
@sleepingkebab
@calderonante
@msn088
@hamidtasnuva

Top Tweeters in G9:
@juruwolfe
@wiederkehra
@jazzmyth
@elenamejialutz

Top Tweeters in G10:
@guardian
@icfj
@towcenter
@chrismoranuk


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