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infoviz OR infovis_2022-01-13_17-44-42.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2022
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/3GuhgX4
@infovis_
@this0499154500
@reutsmichael1
@storywithdata
@mariano_zafra
@giorgialupi
@fmontecruz
@bbgvisualdata
@sonjakuijpers
@ijnetes

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

Description:
Description
The graph represents a network of 120 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, 14 January 2022 at 01:45 UTC.

The requested start date was Friday, 14 January 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, 15-hour, 28-minute period from Friday, 31 December 2021 at 10:42 UTC to Thursday, 13 January 2022 at 02:10 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 : 120
Unique Edges : 108
Edges With Duplicates : 292
Total Edges : 400
Number of Edge Types : 5
Replies to : 11
Retweet : 74
MentionsInRetweet : 171
Tweet : 56
Mentions : 88
Self-Loops : 59
Reciprocated Vertex Pair Ratio : 0.0375
Reciprocated Edge Ratio : 0.072289156626506
Connected Components : 16
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 80
Maximum Edges in a Connected Component : 353
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.25129
Graph Density : 0.011624649859944
Modularity : 0.318334
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 120 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, 14 January 2022 at 01:45 UTC.

The requested start date was Friday, 14 January 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, 15-hour, 28-minute period from Friday, 31 December 2021 at 10:42 UTC to Thursday, 13 January 2022 at 02:10 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:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269231
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269595
[2] https://www.behance.net/gallery/134751121/Almost-200-million-crosses
[2] https://www.washingtonpost.com/politics/interactive/2022/redistricting-mini-golf/
[2] https://www.lemonde.fr/international/article/2022/01/07/au-bresil-les-milices-de-rio-sont-un-etat-dans-l-etat_6108605_3210.html#:~:text=D'apr%C3%A8s%20une%20%C3%A9tude%20de,d'une%20ville%20comme%20Berlin
[2] https://www.usatoday.com/restricted/?return=https:%2F%2Fwww.usatoday.com%2Fin-depth%2Fgraphics%2F2022%2F01%2F07%2Fhow-deal-snow-and-ice-while-shoveling-walking-driving%2F9116156002%2F
[2] https://www.nytimes.com/interactive/2021/12/29/us/2021-year-in-graphics.html?smid=tw-share
[1] https://infovis.cs.vt.edu/gigapixel/index.html
[1] https://hclwizard.org/
[1] https://coolors.co

Top URLs in Tweet in G1:
[2] https://www.usatoday.com/restricted/?return=https:%2F%2Fwww.usatoday.com%2Fin-depth%2Fgraphics%2F2022%2F01%2F07%2Fhow-deal-snow-and-ice-while-shoveling-walking-driving%2F9116156002%2F
[2] https://www.washingtonpost.com/politics/interactive/2022/redistricting-mini-golf/
[1] https://www.nytimes.com/interactive/2021/12/29/us/2021-year-in-graphics.html?smid=tw-share
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269595
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269231
[1] https://twitter.com/nytimespr/status/1479558895240724485
[1] https://www.lemonde.fr/international/article/2022/01/07/au-bresil-les-milices-de-rio-sont-un-etat-dans-l-etat_6108605_3210.html#:~:text=D'apr%C3%A8s%20une%20%C3%A9tude%20de,d'une%20ville%20comme%20Berlin
[1] https://www.behance.net/gallery/134751121/Almost-200-million-crosses
[1] https://graphichunters.nl/finding-elegance-designing-with-data/
[1] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G2:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269231
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269595
[1] https://www.behance.net/gallery/134751121/Almost-200-million-crosses
[1] https://www.lemonde.fr/international/article/2022/01/07/au-bresil-les-milices-de-rio-sont-un-etat-dans-l-etat_6108605_3210.html#:~:text=D'apr%C3%A8s%20une%20%C3%A9tude%20de,d'une%20ville%20comme%20Berlin
[1] https://www.lemonde.fr/economie/article/2022/01/09/le-numerique-dans-le-piege-climatique_6108779_3234.html
[1] https://elpais.com/sociedad/2022-01-06/pruebas-de-antigenos-con-omicron-cuando-son-mas-fiables-como-interpretarlas-y-cuando-sospechar-de-un-falso-negativo.html
[1] https://www.nytimes.com/interactive/2021/12/29/us/2021-year-in-graphics.html?smid=tw-share
[1] https://english.elpais.com/usa/2022-01-11/covid-19-antigen-tests-in-the-age-of-omicron-understanding-reliability-results-and-false-negatives.html

Top URLs in Tweet in G4:
[1] https://hclwizard.org/
[1] https://icolorpalette.com/color-palette-from-images
[1] https://www.rgb2cmyk.org/
[1] https://medialab.github.io/iwanthue/
[1] http://tristen.ca/hcl-picker/#/hlc/6/1.05/083D3B/1D8F8B
[1] https://sciviscolor.org/colormoves/overview/
[1] https://coolors.co

Top URLs in Tweet in G5:
[1] https://www.bloomberg.com/opinion/articles/2021-12-24/what-caused-the-soviet-union-to-collapse-30-years-ago?utm_content=graphics&utm_campaign=socialflow-organic&utm_source=twitter&utm_medium=social&cmpid%3D=socialflow-twitter-graphics
[1] https://www.bloomberg.com/news/articles/2021-12-27/climate-driven-extreme-weather-cost-hundreds-of-billions-in-2021?cmpid%3D=socialflow-twitter-graphics&utm_medium=social&utm_campaign=socialflow-organic&utm_source=twitter&utm_content=graphics
[1] https://www.bloomberg.com/news/articles/2022-01-11/confidence-in-faster-global-recovery-in-short-supply-wef-finds?utm_content=graphics&utm_campaign=socialflow-organic&utm_source=twitter&utm_medium=social&cmpid%3D=socialflow-twitter-graphics
[1] https://www.bloomberg.com/opinion/articles/2021-12-27/what-inflation-in-2022-will-teach-us-about-capitalism?cmpid%3D=socialflow-twitter-graphics&utm_medium=social&utm_source=twitter&utm_campaign=socialflow-organic&utm_content=graphics

Top URLs in Tweet in G6:
[1] https://www.domestika.org/en/courses/3069-effective-data-visualization-transform-information-into-art
[1] https://www.domestika.org/en/courses/3069-effective-data-visualization-transform-information-into-art/studio_terp

Top URLs in Tweet in G8:
[1] https://community.storytellingwithdata.com/challenges/jan-2022-visualizing-cycles

Top URLs in Tweet in G9:
[1] https://covid.cd2h.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[9] nodexlgraphgallery.org
[4] usatoday.com
[4] bloomberg.com
[3] lemonde.fr
[3] bit.ly
[3] twitter.com
[2] behance.net
[2] washingtonpost.com
[2] nyti.ms
[2] wapo.st

Top Domains in Tweet in G1:
[4] usatoday.com
[2] nodexlgraphgallery.org
[2] twitter.com
[2] washingtonpost.com
[2] nyti.ms
[2] wapo.st
[2] bit.ly
[1] nytimes.com
[1] lemonde.fr
[1] behance.net

Top Domains in Tweet in G2:
[7] nodexlgraphgallery.org
[2] lemonde.fr
[2] elpais.com
[1] behance.net
[1] nytimes.com

Top Domains in Tweet in G4:
[1] hclwizard.org
[1] icolorpalette.com
[1] rgb2cmyk.org
[1] github.io
[1] tristen.ca
[1] sciviscolor.org
[1] coolors.co

Top Domains in Tweet in G5:
[4] bloomberg.com

Top Domains in Tweet in G6:
[2] domestika.org

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

Top Domains in Tweet in G9:
[1] cd2h.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[31] dataviz
[21] infovis
[19] ieeecga
[18] siggraph
[16] visualanalytics
[16] ieeevis
[14] durhamcountylib
[13] albersloc
[12] albers_lucy
[11] colortheory



Top Hashtags in Tweet in G1:
[9] dataviz
[5] datavisualization
[3] afp
[3] ddj
[3] infographic
[2] nasawebb
[2] infografía
[2] femicidios
[2] costarica
[2] datos

Top Hashtags in Tweet in G2:
[2] dataviz
[2] infovis
[2] ieeecga
[2] siggraph
[2] ieeevis
[2] visualanalytics
[2] afp
[2] afpgraphics
[1] datavisualization
[1] informationdesign

Top Hashtags in Tweet in G4:
[17] ieeecga
[16] siggraph
[14] dataviz
[14] infovis
[14] visualanalytics
[14] ieeevis
[14] durhamcountylib
[13] albersloc
[12] albers_lucy
[11] colortheory

Top Hashtags in Tweet in G6:
[3] dataviz
[2] illustration
[1] art
[1] design
[1] freelance

Top Hashtags in Tweet in G8:
[1] swdchallenge
[1] dataviz
[1] swdcommunity

Top Hashtags in Tweet in G9:
[2] infovis
[2] covid19

Top Words
Top Words in Tweet in Entire Graph:
[31] #dataviz
[21] #infovis
[21] data
[21] mariano_zafra
[21] infovis
[20] this0499154500
[19] #ieeecga
[18] #siggraph
[18] infovis_
[17] color

Top Words in Tweet in G1:
[13] data
[11] year
[11] omicron
[9] #dataviz
[7] charts
[7] last
[7] one
[7] work
[6] mariano_zafra
[6] number

Top Words in Tweet in G2:
[16] this0499154500
[15] infovis_
[15] mariano_zafra
[10] msjonesnyc
[10] niaa89
[10] mispproject
[8] kanarinka
[7] infoviz
[7] infovis
[7] nodexl

Top Words in Tweet in G3:
[3] infovis
[2] cmuhcii
[2] frankelavsky
[2] field
[2] point
[2] done

Top Words in Tweet in G4:
[17] color
[17] #ieeecga
[16] #siggraph
[14] rectangular
[14] #dataviz
[14] #infovis
[14] #visualanalytics
[14] #ieeevis
[14] #durhamcountylib
[13] #albersloc

Top Words in Tweet in G5:
[2] bopinion
[2] one
[2] global
[2] risks
[2] 2022

Top Words in Tweet in G6:
[3] #dataviz
[3] data
[2] course
[2] #illustration
[2] yes
[2] looking

Top Words in Tweet in G9:
[2] alexis
[2] background
[2] #infovis
[2] key
[2] resource
[2] national
[2] #covid19
[2] cohort
[2] collaborative
[2] n3c

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16] #dataviz,#infovis
[13] #albersloc,rectangular
[13] rectangular,color
[12] infovis_,msjonesnyc
[12] msjonesnyc,niaa89
[12] niaa89,mariano_zafra
[12] mariano_zafra,mispproject
[10] #ieeecga,#durhamcountylib
[9] infoviz,infovis
[9] infovis,nodexl

Top Word Pairs in Tweet in G1:
[6] omicron,variant
[5] last,year
[5] data,visualization
[4] number,passengers
[2] schematic,map
[2] map,orient
[2] orient,taurus
[2] taurus,express
[2] express,1938
[2] 1938,love

Top Word Pairs in Tweet in G2:
[10] infovis_,msjonesnyc
[10] msjonesnyc,niaa89
[10] niaa89,mariano_zafra
[10] mariano_zafra,mispproject
[7] infoviz,infovis
[7] infovis,nodexl
[7] nodexl,infovis_
[5] this0499154500,infovis_
[5] mispproject,mena_gibran
[5] mena_gibran,lm_encartes

Top Word Pairs in Tweet in G4:
[14] #dataviz,#infovis
[13] #albersloc,rectangular
[13] rectangular,color
[10] #ieeecga,#durhamcountylib
[8] #colortheory,#visualanalytics
[7] #durhamcountylib,#albers_lucy
[7] #ieeevis,#ieeecga
[6] #infovis,#visualanalytics
[6] color,gt
[6] #siggraph,#ieeecga

Top Word Pairs in Tweet in G6:
[2] #dataviz,#illustration

Top Word Pairs in Tweet in G9:
[2] alexis,background
[2] background,#infovis
[2] #infovis,key
[2] key,resource
[2] resource,national
[2] national,#covid19
[2] #covid19,cohort
[2] cohort,collaborative
[2] collaborative,n3c

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mariano_zafra
@infovis_
@this0499154500
@niaa89
@msjonesnyc
@mispproject
@kanarinka
@lm_encartes
@reutsmichael1
@bbgvisualdata

Top Mentioned in G1:
@mariano_zafra
@bbgvisualdata
@la_lettura
@this0499154500
@infovis_
@sonjakuijpers
@niaa89
@lm_encartes
@usatgraphics
@nytimes

Top Mentioned in G2:
@infovis_
@mariano_zafra
@this0499154500
@msjonesnyc
@niaa89
@mispproject
@kanarinka
@reutsmichael1
@fmontecruz
@mena_gibran

Top Mentioned in G3:
@usepenrose
@cmuhcii
@domoritz
@frankelavsky
@ldgreef
@alexkale17
@nelmqvist

Top Mentioned in G4:
@tmrhyne
@retostauffer2
@coolors_co

Top Mentioned in G5:
@bopinion
@claradfmarques
@johnauthers

Top Mentioned in G6:
@sonjakuijpers
@domestika

Top Mentioned in G7:
@stefpos
@_deardata

Top Mentioned in G8:
@ltavernier7
@jschwabish

Top Mentioned in G9:
@uiowacs
@data2health

Top Mentioned in G10:
@moritz_stefaner

Top Tweeters
Top Tweeters in Entire Graph:
@expansionmx
@nytimes
@nytopinion
@bopinion
@afpespanol
@inemexico
@jeffbigham
@kikollan
@catpicturebot
@topographicmaps

Top Tweeters in G1:
@nytimes
@nytopinion
@afpespanol
@topographicmaps
@inegi_informa
@ivanmgaitan
@simongerman600
@la_lettura
@claudiodanielpc
@adrianoattus

Top Tweeters in G2:
@expansionmx
@kikollan
@fmontecruz
@jack
@tpointu
@brunomeyerfeld
@officialmarceau
@pablolinde
@mena_gibran
@this0499154500

Top Tweeters in G3:
@jeffbigham
@sharoz
@frankelavsky
@birdbassador
@domoritz
@cmuhcii
@nelmqvist
@alexkale17
@joshsunshine
@ldgreef

Top Tweeters in G4:
@tmrhyne
@coolors_co
@retostauffer2
@sound_loom

Top Tweeters in G5:
@bopinion
@johnauthers
@bbgvisualdata
@claradfmarques

Top Tweeters in G6:
@domestika
@sonjakuijpers
@allitorban

Top Tweeters in G7:
@stefpos
@giorgialupi
@_deardata

Top Tweeters in G8:
@jschwabish
@storywithdata
@ltavernier7

Top Tweeters in G9:
@daretodiscover
@data2health
@uiowacs

Top Tweeters in G10:
@moritz_stefaner
@julisikorska
@kimay