infoviz OR infovis, Twitter, 2/22/2021 12:43:51 PM, 249362


FAQ | Problem?

infoviz OR infovis_2021-02-21_17-49-46.xlsx
infoviz OR infovis_2021-02-21_17-49-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 22, 2021
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/2NSzb3h
@infovis_
@royaleapi
@karadapena
@lndata
@martaforesti
@elpais_info
@seeminglee
@susanpage
@lm_encartes
@anarivaswsj

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

Description:
Description
The graph represents a network of 180 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 Monday, 22 February 2021 at 01:50 UTC.

The requested start date was Friday, 19 February 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 13-day, 3-hour, 51-minute period from Friday, 05 February 2021 at 15:37 UTC to Thursday, 18 February 2021 at 19:29 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 : 180
Unique Edges : 116
Edges With Duplicates : 259
Total Edges : 375
Number of Edge Types : 5
Retweet : 108
MentionsInRetweet : 129
Tweet : 63
Mentions : 65
Replies to : 10
Self-Loops : 63
Reciprocated Vertex Pair Ratio : 0.00564971751412429
Reciprocated Edge Ratio : 0.0112359550561798
Connected Components : 24
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 75
Maximum Edges in a Connected Component : 176
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.340585
Graph Density : 0.00552451893234016
Modularity : 0.438354
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 180 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 Monday, 22 February 2021 at 01:50 UTC.

The requested start date was Friday, 19 February 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 13-day, 3-hour, 51-minute period from Friday, 05 February 2021 at 15:37 UTC to Thursday, 18 February 2021 at 19:29 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:
[50] https://royaleapi.com/blog/crl-2021-rules-infovis
[2] https://blog.sbb.berlin/termin/informationsgrafik-als-schnittstelle/
[2] https://www.weforum.org/agenda/2021/02/global-warming-climate-change-historical-human-development-industrial-revolution?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=09/02/2021+17:00
[2] https://www.washingtonpost.com/graphics/2020/health/covid-vaccine-states-distribution-doses/
[2] https://www.bloomberg.com/graphics/jobs-numbers/?utm_medium=social&cmpid%3D=socialflow-twitter-graphics&utm_content=graphics&utm_source=twitter&utm_campaign=socialflow-organic
[2] https://www.usatoday.com/in-depth/news/politics/2021/02/09/where-all-100-senators-stand-second-donald-trump-impeachment-trial/4405437001/
[2] https://trib.al/kmYXwEc
[2] https://public.flourish.studio/visualisation/5203845/
[2] https://www.nationalgeographic.com/animals/2021/02/worlds-biggest-owl-is-endangered-but-its-not-too-late/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210205animals-biggestowl::rid=&sf242708596=1
[2] https://econ.trib.al/H1sS2Rn

Top URLs in Tweet in G1:
[2] https://econ.trib.al/H1sS2Rn
[2] https://www.nationalgeographic.com/animals/2021/02/worlds-biggest-owl-is-endangered-but-its-not-too-late/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210205animals-biggestowl::rid=&sf242708596=1
[2] https://public.flourish.studio/visualisation/5203845/
[2] https://trib.al/kmYXwEc
[2] https://www.bloomberg.com/graphics/jobs-numbers/?utm_medium=social&cmpid%3D=socialflow-twitter-graphics&utm_content=graphics&utm_source=twitter&utm_campaign=socialflow-organic
[2] https://www.washingtonpost.com/graphics/2020/health/covid-vaccine-states-distribution-doses/
[2] https://www.weforum.org/agenda/2021/02/global-warming-climate-change-historical-human-development-industrial-revolution?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=09/02/2021+17:00
[2] https://www.usatoday.com/in-depth/news/politics/2021/02/09/where-all-100-senators-stand-second-donald-trump-impeachment-trial/4405437001/
[1] https://www.tableau.com/about/blog/2021/2/data-role-overcoming-misinformation
[1] https://www.weforum.org/agenda/2021/02/global-warming-climate-change-historical-human-development-industrial-revolution?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=09%2F02%2F2021+18%3A00

Top URLs in Tweet in G2:
[50] https://royaleapi.com/blog/crl-2021-rules-infovis
[1] https://twitter.com/RoyaleAPI/status/1361661938309111810
[1] https://twitter.com/RoyaleAPI/status/1361662177824808965
[1] https://twitter.com/RoyaleAPI/status/1361662436105883648

Top URLs in Tweet in G3:
[1] https://www.youtube.com/watch?v=k0DKyFk2fHI&feature=youtu.be

[1] http://ieeexplore.ieee.org/document/1382905/

Top URLs in Tweet in G4:
[1] https://twitter.com/nickknudsenus/status/1357809998613471232
[1] https://twitter.com/judell/status/1358089446856355841
[1] https://hablemosdeinfografia.com/episodio-7-resumen-de-infovis-2020
[1] https://twitter.com/weather_chest/status/1361020963295494157
[1] https://twitter.com/BioTurboNick/status/1357963787786219521
[1] https://twitter.com/moritz_stefaner/status/1362073291125620739
[1] https://twitter.com/NASA/status/1362480792883052545

Top URLs in Tweet in G5:
[1] https://link.medium.com/PUAOwbYnIdb
[1] https://link.medium.com/P7qkrk9OJdb
[1] https://link.medium.com/rTICWj54Wdb
[1] https://demos.algorithmia.com/colorize-photos/
[1] https://sciviscolor.org/home/colormoves/
[1] http://tristen.ca/hcl-picker/#/hlc/6/1.05/083D3B/1D8F8B
[1] https://medialab.github.io/iwanthue/
[1] https://careers.telegraph.co.uk/jobs/job-details/Data-Journalist-London

Top URLs in Tweet in G6:
[1] https://vita.had.co.nz/papers/inference-infovis.pdf

Top URLs in Tweet in G7:
[1] https://www.lanacion.com.ar/sociedad/muerte-al-volante-el-46-de-los-sinestros-fatales-ocurren-en-calles-y-avenidas-nid30012021/

Top URLs in Tweet in G8:
[1] https://gijn.org/2021/02/05/data-journalism-top-10-polarized-america-australias-pandemic-polands-toxic-air-the-arab-spring-life-as-lego/
[1] https://www.awwwards.com/sites/key-workers-odi

Top URLs in Tweet in G9:
[1] https://www.wsj.com/articles/how-big-tech-got-even-bigger-11612587632?st=e0s1yplboscn12y&reflink=desktopwebshare_twitter

Top URLs in Tweet in G10:
[2] https://blog.sbb.berlin/termin/informationsgrafik-als-schnittstelle/
[1] https://twitter.com/srendgen/status/1359122601487044608

Top Domains
Top Domains in Tweet in Entire Graph:
[50] royaleapi.com
[12] twitter.com
[5] bloomberg.com
[5] trib.al
[4] usatoday.com
[3] medium.com
[3] weforum.org
[3] washingtonpost.com
[3] buff.ly
[2] sbb.berlin

Top Domains in Tweet in G1:
[5] trib.al
[5] bloomberg.com
[4] usatoday.com
[3] washingtonpost.com
[3] weforum.org
[3] buff.ly
[2] nationalgeographic.com
[2] flourish.studio
[2] tableau.com
[2] latimes.com

Top Domains in Tweet in G2:
[50] royaleapi.com
[3] twitter.com

Top Domains in Tweet in G3:
[1] youtube.com
[1] ieee.org

Top Domains in Tweet in G4:
[6] twitter.com
[1] hablemosdeinfografia.com

Top Domains in Tweet in G5:
[3] medium.com
[1] algorithmia.com
[1] sciviscolor.org
[1] tristen.ca
[1] github.io
[1] co.uk

Top Domains in Tweet in G6:
[1] co.nz

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

Top Domains in Tweet in G8:
[1] gijn.org
[1] awwwards.com

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

Top Domains in Tweet in G10:
[2] sbb.berlin
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[44] infovis
[29] dataviz
[18] siggraph
[17] visualanalytics
[17] infoviz
[17] ieeecga
[16] ieeevis
[14] clashroyale
[14] crl2021
[13] durhamcountylib



Top Hashtags in Tweet in G1:
[4] dataviz
[4] informationdesign
[3] datavisualization
[2] design
[2] spirals
[2] ellipse
[2] handrawn
[2] sketchbooks
[2] superbowl
[2] puppybowl

Top Hashtags in Tweet in G2:
[16] infovis
[14] clashroyale
[14] crl2021

Top Hashtags in Tweet in G3:
[4] infovis

Top Hashtags in Tweet in G4:
[4] infoviz
[1] visualization
[1] infovis
[1] corona

Top Hashtags in Tweet in G5:
[18] dataviz
[18] siggraph
[17] infovis
[17] ieeecga
[16] visualanalytics
[16] ieeevis
[13] albers_lucy
[13] durhamcountylib
[12] albersloc
[12] color

Top Hashtags in Tweet in G8:
[1] ddj
[1] datavisualization
[1] migrant
[1] essentialworkers
[1] covid19
[1] design
[1] keyworkers
[1] migration
[1] recovery
[1] dataviz

Top Hashtags in Tweet in G10:
[1] infoviz
[1] kubi
[1] infovis
[1] datavis

Top Words
Top Words in Tweet in Entire Graph:
[52] crl
[51] royaleapi
[46] 2021
[44] #infovis
[40] understand
[38] book
[37] help
[37] better
[36] ve
[36] turned

Top Words in Tweet in G1:
[10] more
[8] executive
[6] years
[6] such
[6] trump's
[6] impeachment
[6] 100
[5] today
[5] coronavirus
[5] data

Top Words in Tweet in G2:
[52] crl
[51] royaleapi
[44] 2021
[38] understand
[37] help
[36] ve
[36] turned
[36] rule
[36] book
[36] diagrams

Top Words in Tweet in G3:
[5] observablehq
[4] simple
[4] video
[4] one
[4] way
[4] code
[4] reviews
[4] using
[4] #infovis
[4] course

Top Words in Tweet in G4:
[4] #infoviz
[2] infoviz

Top Words in Tweet in G5:
[18] #dataviz
[18] #siggraph
[17] #infovis
[17] #ieeecga
[16] #visualanalytics
[16] #ieeevis
[14] square
[13] yellow
[13] #albers_lucy
[13] #durhamcountylib

Top Words in Tweet in G6:
[3] infovis
[2] think

Top Words in Tweet in G8:
[2] fedfragapane
[2] 10

Top Words in Tweet in G9:
[2] big

Top Words in Tweet in G10:
[2] srendgen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[44] crl,2021
[36] ve,turned
[36] turned,crl
[36] 2021,rule
[36] rule,book
[36] book,diagrams
[36] diagrams,help
[36] help,understand
[36] understand,league
[36] league,better

Top Word Pairs in Tweet in G1:
[4] mandala,string
[4] former,president
[4] president,donald
[4] donald,trump's
[4] 100,senators
[4] senators,stand
[4] trump's,impeachment
[4] executive,orders
[3] vax,doses
[2] blog,tableau

Top Word Pairs in Tweet in G2:
[44] crl,2021
[36] ve,turned
[36] turned,crl
[36] 2021,rule
[36] rule,book
[36] book,diagrams
[36] diagrams,help
[36] help,understand
[36] understand,league
[36] league,better

Top Word Pairs in Tweet in G3:
[4] simple,video
[4] video,one
[4] one,way
[4] way,code
[4] code,reviews
[4] reviews,using
[4] using,observablehq
[4] observablehq,#infovis
[4] #infovis,course
[4] course,northeastern

Top Word Pairs in Tweet in G5:
[17] #dataviz,#infovis
[13] yellow,square
[11] #infovis,#visualanalytics
[11] #albersloc,yellow
[8] #ieeecga,#durhamcountylib
[7] square,gt
[7] #siggraph,#ieeecga
[7] #ieeevis,#ieeecga
[6] #siggraph,#ieeevis
[5] #colortheory,#visualanalytics

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@royaleapi
@observablehq
@datavizsociety
@northeastern
@bbgvisualdata
@latimes
@duto_guerra
@simongerman600
@usatgraphics
@outlierconf

Top Mentioned in G1:
@latimes
@bbgvisualdata
@outlierconf
@usatgraphics
@simongerman600
@acbeers
@adrianblancor
@kristw
@palewire
@nytimes

Top Mentioned in G2:
@royaleapi
@esportsroyaleen
@clashroyale
@royaleapi_news

Top Mentioned in G3:
@observablehq
@northeastern
@duto_guerra
@rikarends

Top Mentioned in G5:
@datavizsociety
@jasonforrestftw
@telegraph

Top Mentioned in G6:
@isabelmeirelles
@tamaramunzner

Top Mentioned in G7:
@lncreativa
@lndata
@gabrielpodesta
@florraltube
@mindetransporte

Top Mentioned in G8:
@fedfragapane
@piaaaac
@odidev

Top Mentioned in G9:
@jasonrdean
@bowknowsbiz
@bradnews
@r_wall

Top Mentioned in G10:
@srendgen
@kulturspk
@sbb_news

Top Tweeters
Top Tweeters in Entire Graph:
@el_universal_mx
@nytimes
@telegraph
@washingtonpost
@epuujee
@lemondefr
@usatoday
@latimes
@wsj
@greentechdon

Top Tweeters in G1:
@nytimes
@usatoday
@latimes
@wef
@r2d2c3poacco
@palewire
@natgeo
@rojastorrijos
@simongerman600
@maartenzam

Top Tweeters in G2:
@jairpedrov
@pipaarbitra
@franf_cr
@guigonal02
@ronix5000cr
@seeminglee
@lunacr0
@holmedo_m
@framsito
@aaspuru

Top Tweeters in G3:
@northeastern
@rikarends
@juan__gonzalez
@duto_guerra
@jdfaviz
@observablehq
@monikduran
@rickyreusser

Top Tweeters in G4:
@trevorfsmith
@rickmunoz
@jhilden
@pevohr
@aaizemberg
@treerao
@jurgenpfeffer

Top Tweeters in G5:
@telegraph
@tmrhyne
@sherwinwilliams
@jasonforrestftw
@jessschillinger
@datavizsociety

Top Tweeters in G6:
@filwd
@tamaramunzner
@isabelmeirelles
@michelle_borkin
@gunnhildsp

Top Tweeters in G7:
@lndata
@lncreativa
@mindetransporte
@gabrielpodesta
@florraltube

Top Tweeters in G8:
@gijn
@odidev
@martaforesti
@fedfragapane
@piaaaac

Top Tweeters in G9:
@bowknowsbiz
@r_wall
@bradnews
@karadapena
@jasonrdean

Top Tweeters in G10:
@sbb_news
@srendgen
@kulturspk
@kaglinka