dataviz OR datvis, Twitter, 8/2/2022 1:17:15 PM, 279795


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dataviz OR datvis Twitter NodeXL SNA Map and Report for Tuesday, 02 August 2022 at 13:10 UTC
dataviz OR datvis Twitter NodeXL SNA Map and Report for Tuesday, 02 August 2022 at 13:10 UTC
From:
SMRFoundation
Uploaded on:
August 02, 2022
Short Description:
dataviz OR datvis via NodeXL https://bit.ly/3d1y11Z
@sundellviz
@rstatstweet
@rosanaferrero
@dashboarddr
@lnbcore
@codewithtwitchi
@ingliguori
@phani_nath
@tableau
@fabriciosx

Top hashtags:
#dataviz
#rstats
#datascience
#python
#iot
#machinelearning
#100daysofcode

Description:
Description
The graph represents a network of 930 Twitter users whose recent tweets contained "dataviz OR datvis", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Tuesday, 02 August 2022 at 13:15 UTC.

The tweets in the network were tweeted over the 16-hour, 44-minute period from Monday, 01 August 2022 at 20:17 UTC to Tuesday, 02 August 2022 at 13:02 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.


Overall Graph Metrics
Vertices : 930
Unique Edges : 1311
Edges With Duplicates : 252
Total Edges : 1563
Number of Edge Types : 5
Retweet : 861
MentionsInRetweet : 435
Mentions : 135
Tweet : 121
Replies to : 11
Self-Loops : 127
Reciprocated Vertex Pair Ratio : 0.00928792569659443
Reciprocated Edge Ratio : 0.0184049079754601
Connected Components : 96
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 568
Maximum Edges in a Connected Component : 1000
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.882688
Graph Density : 0.00150931166591433
Modularity : 0.753452
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 930 Twitter users whose recent tweets contained "dataviz OR datvis", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Tuesday, 02 August 2022 at 13:15 UTC.

The tweets in the network were tweeted over the 16-hour, 44-minute period from Monday, 01 August 2022 at 20:17 UTC to Tuesday, 02 August 2022 at 13:02 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 : TwitterSearch
Graph Term : dataviz OR datvis
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:
[23] http://factominer.free.fr/reporting/
[22] https://public.tableau.com/app/profile/michael7697/viz/Nigreiaspresidentialcandidatestraction/Dashboard1
[20] https://rfortherestofus.com/2022/07/align-axes/
[18] https://filmicaesthetic.github.io/twitter-bio-pronouns/
[17] https://tweetedtimes.com/almacardi
[16] https://www.maximaformacion.es/blog-ciencia-datos/9-sitios-web-en-los-que-aprender-mas-sobre-estadistica-y-r-software/
[11] https://github.com/rfordatascience/tidytuesday/blob/master/README.md
[11] https://www.sciencebase.gov/catalog/item/60ba5a00d34e86b9388d86bc
[11] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/
[10] https://tableau.toanhoang.com/

Top URLs in Tweet in G2:
[17] https://tweetedtimes.com/almacardi
[9] https://www.mindinventory.com/blog/types-of-cloud-computing/
[4] https://www.maximaformacion.es/blog-dat/5-consejos-para-evitar-problemas-en-modelos-de-regresion/
[4] https://www.theinsaneapp.com/2020/12/free-data-science-books-pdf.html
[4] https://tableau.toanhoang.com/
[3] https://osome.iu.edu/tools/networks?hashtag=%23osint&network_type=rq&start_date=2022-07-01&end_date=2022-07-27
[2] https://www.maximaformacion.es/blog-ciencia-datos/9-sitios-web-en-los-que-aprender-mas-sobre-estadistica-y-r-software/
[1] https://www.cleartelligence.com/executive-kpis-tableau-accelerator
[1] https://github.com/OpenSourceEcon/FedFundsPlot
[1] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/

Top URLs in Tweet in G4:
[23] http://factominer.free.fr/reporting/
[14] https://www.maximaformacion.es/blog-ciencia-datos/9-sitios-web-en-los-que-aprender-mas-sobre-estadistica-y-r-software/
[6] https://juba.github.io/explor/articles/introduction_en.html
[6] https://es.r4ds.hadley.nz/an%C3%A1lisis-exploratorio-de-datos-eda.html
[3] https://ggplot2.tidyverse.org/reference/ggtheme.html
[3] https://github.com/bbc/bbplot/
[3] https://jrnold.github.io/ggthemes/
[3] https://github.com/ricardo-bion/ggtech
[2] https://www.tidymodels.org/
[2] https://github.com/easystats/see

Top URLs in Tweet in G5:
[10] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/
[6] https://www.amazon.com/Better-Data-Visualizations-Scholars-Researchers/dp/0231193114?&linkCode=sl1&tag=kirkdborne-20&linkId=1f36be207a3eccd9edda0e0d0e90cd45&language=en_US&ref_=as_li_ss_tl
[6] https://www.datasciencecentral.com/video/dsc-webinar-series-what-is-inclusive-data-storytelling-and-why
[4] https://www.theinsaneapp.com/2020/12/free-data-science-books-pdf.html
[4] https://public.tableau.com/views/B2VBWEEK17NETFLIXTVSHOWSANDMOVIES/NETFLIX?:language=en-US&publish=yes&:display_count=n&:origin=viz_share_link
[3] https://www.amazon.com/Winning-Room-Delivering-Data-Driven-Presentation/dp/1119823099?&_encoding=UTF8&tag=kirkdborne-20&linkCode=ur2&linkId=33805e514ef7911ed988b697e4782158&camp=1789&creative=9325
[2] https://www.cleartelligence.com/executive-kpis-tableau-accelerator
[2] https://www.dailymail.co.uk/sciencetech/article-11069353/Amazing-spike-maps-change-way-Earth.html
[1] https://www.amazon.com/gp/product/1119002257/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1119002257&linkCode=as2&tag=kirkdborne-20&linkId=b72b195deb73b7f9580e6afd394a7b33

Top URLs in Tweet in G6:
[11] https://github.com/rfordatascience/tidytuesday/blob/master/README.md
[11] https://www.sciencebase.gov/catalog/item/60ba5a00d34e86b9388d86bc
[6] https://www.youtube.com/watch?v=2JX8zu4QxMg&feature=youtu.be

[4] https://link.medium.com/FbwTm3r29rb
[4] https://twitter.com/arancruzmar/status/1551802241962676231?t=cwC9d9HQNCxlnmnEeTPn1w&s
[3] https://statisticsglobe.com/plotly-histogram-r
[3] https://analytics4all.org/2016/06/03/r-ggplot-using-facets/
[3] https://github.com/Fgazzelloni/TidyTuesday/tree/main/data/2021
[2] https://www.maximaformacion.es/blog-dat/como-realizar-el-anova-de-una-via-en-r/
[2] https://www.youtube.com/watch?v=OcyIeyJwQzY&feature=youtu.be


Top URLs in Tweet in G7:
[4] https://bryanwhiting.github.io/dsnews/
[2] https://www.chi2innovations.com/blog/discover-visualisation-blog-series/column-charts-how-to-master-the-most-used-chart-in-dataviz/
[2] https://maps.equatorstudios.com/?entry=topography&product=lidar
[1] https://twitter.com/JessicaHuseman/status/1554199153487536136
[1] https://www.destatis.de/DE/Presse/Pressemitteilungen/Grafiken/Steuern/2022/_Interaktiv/20220801-bierabsatz.html
[1] https://www.federalreserve.gov/econres/scf/dataviz/scf/table/#series:Retirement_Accounts;demographic:agecl;population:all;units:median
[1] https://data.world/womenindataviz/women-in-dataviz-challenge-augsept-2022
[1] https://systemsdigest.com/organisations/databox
[1] https://github.com/mitchellkrogza/Phishing.Database
[1] https://www.federalreserve.gov/releases/z1/dataviz/dfa/distribute/table/#quarter:0;series:Real%20estate;demographic:generation;population:1,3,5,7;units:shares

Top URLs in Tweet in G8:
[19] https://rfortherestofus.com/2022/07/align-axes/
[1] https://filmicaesthetic.github.io/twitter-bio-pronouns/

Top URLs in Tweet in G9:
[22] https://public.tableau.com/app/profile/michael7697/viz/Nigreiaspresidentialcandidatestraction/Dashboard1
[1] https://filmicaesthetic.github.io/twitter-bio-pronouns/

Top URLs in Tweet in G10:
[4] https://www.eventbrite.com/e/choosing-a-dataviz-type-tickets-389972657717
[3] https://questionsindataviz.com/2022/08/01/how-can-i-become-a-numbers-person/
[1] https://boards.greenhouse.io/axios/jobs/4415684
[1] https://dataremixed.com/2019/02/on-giving-and-receiving-critique-in-dataviz-communities/

Top Domains
Top Domains in Tweet in Entire Graph:
[47] github.com
[33] twitter.com
[32] github.io
[31] tableau.com
[25] maximaformacion.es
[23] free.fr
[20] rfortherestofus.com
[17] tweetedtimes.com
[13] youtube.com
[11] sciencebase.gov

Top Domains in Tweet in G2:
[17] tweetedtimes.com
[9] mindinventory.com
[6] maximaformacion.es
[4] theinsaneapp.com
[4] toanhoang.com
[3] iu.edu
[1] cleartelligence.com
[1] github.com
[1] griddb.net
[1] github.io

Top Domains in Tweet in G4:
[23] free.fr
[15] maximaformacion.es
[9] github.io
[8] github.com
[6] hadley.nz
[3] tidyverse.org
[2] tidymodels.org
[1] twitter.com

Top Domains in Tweet in G5:
[10] griddb.net
[10] amazon.com
[6] datasciencecentral.com
[4] theinsaneapp.com
[4] tableau.com
[2] cleartelligence.com
[2] co.uk

Top Domains in Tweet in G6:
[18] github.com
[11] sciencebase.gov
[8] youtube.com
[5] twitter.com
[4] maximaformacion.es
[4] medium.com
[3] statisticsglobe.com
[3] analytics4all.org
[2] aleksandrajovanic.com
[1] rfortherestofus.com

Top Domains in Tweet in G7:
[6] twitter.com
[4] economist.com
[4] github.io
[3] cityofnewyork.us
[2] chi2innovations.com
[2] federalreserve.gov
[2] equatorstudios.com
[1] destatis.de
[1] data.world
[1] systemsdigest.com

Top Domains in Tweet in G8:
[19] rfortherestofus.com
[1] github.io

Top Domains in Tweet in G9:
[22] tableau.com
[1] github.io

Top Domains in Tweet in G10:
[4] eventbrite.com
[3] questionsindataviz.com
[1] greenhouse.io
[1] dataremixed.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[885] dataviz
[414] rstats
[271] datascience
[231] python
[209] iot
[208] machinelearning
[200] 100daysofcode
[198] ai
[187] analytics
[184] iiot



Top Hashtags in Tweet in G1:
[236] dataviz
[236] rstats

Top Hashtags in Tweet in G2:
[207] dataviz
[201] python
[196] machinelearning
[186] 100daysofcode
[183] ai
[181] iot
[179] iiot
[178] devcommunity
[178] serverless
[176] datascience

Top Hashtags in Tweet in G4:
[59] dataviz
[53] datascience
[48] data
[39] rstats
[34] datavisualization
[30] datamining
[30] bigdata
[20] statistics
[16] stats
[10] analytics

Top Hashtags in Tweet in G5:
[45] dataviz
[17] python
[15] datastorytelling
[15] datascience
[13] iot
[11] statistics
[11] datascientists
[10] la
[10] griddb
[10] losangeles

Top Hashtags in Tweet in G6:
[61] dataviz
[60] rstats
[28] tidytuesday
[17] tidyverse
[14] ggplot2
[14] r4ds
[10] datavisualization
[10] statistics
[7] datascience
[6] datascientist

Top Hashtags in Tweet in G7:
[30] dataviz
[3] datafam
[3] tableau
[3] nyc
[2] dataanalysis
[2] analytics
[2] ai
[2] datascience
[2] powerbi
[1] teamzeroontheyaxis

Top Hashtags in Tweet in G8:
[32] rstats
[32] dataviz
[1] r4ds

Top Hashtags in Tweet in G9:
[24] dataviz
[22] tableau
[2] rstats
[1] r4ds

Top Hashtags in Tweet in G10:
[12] dataviz
[3] iibawards
[1] journojobs
[1] data
[1] datajournalism

Top Words
Top Words in Tweet in Entire Graph:
[926] #dataviz
[478] dip
[435] #rstats
[290] #datascience
[277] see
[254] august
[253] #python
[252] people
[244] such
[242] example

Top Words in Tweet in G1:
[456] dip
[236] people
[236] #dataviz
[236] #rstats
[228] google
[228] measures
[228] phones
[228] 'places
[228] work'
[228] france

Top Words in Tweet in G2:
[223] #dataviz
[206] #python
[199] #machinelearning
[194] #ai
[194] #100daysofcode
[194] #iot
[190] #iiot
[186] #devcommunity
[186] #serverless
[184] #datascience

Top Words in Tweet in G3:
[102] tristankamin
[101] dataviz
[100] ceux
[100] comprennent
[100] cette
[99] chiffres
[99] courtesy
[99] remarquable
[99] permet
[99] convenablement

Top Words in Tweet in G4:
[60] #dataviz
[53] #rstats
[53] #datascience
[48] #data
[48] #datavisualization
[44] #datamining
[44] #bigdata
[39] mejores
[35] gráficos
[29] #stats

Top Words in Tweet in G5:
[45] #dataviz
[32] data
[26] tableau
[21] #datascience
[17] #python
[16] #datascientists
[15] #bigdata
[15] #datastorytelling
[13] #iot
[12] see

Top Words in Tweet in G6:
[62] #dataviz
[60] #rstats
[28] #tidytuesday
[17] #tidyverse
[16] week
[16] frogs
[16] r4dscommunity
[15] #ggplot2
[15] ggplot2
[14] 31

Top Words in Tweet in G7:
[30] #dataviz
[12] dataviz
[8] data
[8] more
[6] see
[5] power
[5] detail
[4] knows
[4] use
[4] column

Top Words in Tweet in G8:
[47] labels
[38] dealing
[38] long
[38] axis
[32] #rstats
[32] #dataviz
[28] use
[19] blog
[19] rfortherest
[19] align

Top Words in Tweet in G9:
[24] #dataviz
[22] nigerians
[22] debating
[22] competence
[22] candidates
[22] vying
[22] office
[22] president
[22] frn
[22] decided

Top Words in Tweet in G10:
[13] data
[12] #dataviz
[8] datavizsociety
[6] numbers
[6] person
[6] career
[5] axios
[5] journalist
[4] dataviz
[4] back

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[252] #dataviz,#rstats
[239] google,measures
[239] measures,phones
[239] phones,'places
[239] 'places,work'
[239] work',france
[239] france,germany
[239] germany,italy
[239] italy,sweden
[239] sweden,example

Top Word Pairs in Tweet in G1:
[236] #dataviz,#rstats
[228] google,measures
[228] measures,phones
[228] phones,'places
[228] 'places,work'
[228] work',france
[228] france,germany
[228] germany,italy
[228] italy,sweden
[228] sweden,example

Top Word Pairs in Tweet in G2:
[186] #machinelearning,#python
[186] #ai,#100daysofcode
[186] #devcommunity,#iot
[136] cloud,computing
[136] #python,#nlp
[136] #nlp,#analytics
[136] #analytics,#ai
[136] #dataviz,#devcommunity
[136] #iot,#iiot
[136] #iiot,#serverless

Top Word Pairs in Tweet in G3:
[100] ceux,comprennent
[100] cette,dataviz
[99] comprennent,chiffres
[99] chiffres,cette
[99] dataviz,courtesy
[99] courtesy,tristankamin
[99] tristankamin,remarquable
[99] remarquable,permet
[99] permet,convenablement
[99] convenablement,relativiser

Top Word Pairs in Tweet in G4:
[47] #data,#dataviz
[45] #datascience,#data
[44] #datamining,#bigdata
[31] #dataviz,#datavisualization
[29] resultados,análisis
[29] #bigdata,#datascience
[23] factoinvestigate,#rstats
[23] #rstats,describe
[23] describe,interpreta
[23] interpreta,automáticamente

Top Word Pairs in Tweet in G5:
[10] analyzed,air
[10] air,quality
[10] quality,data
[10] data,gathered
[10] gathered,epa
[10] epa,#la
[10] #la,county
[10] county,see
[10] see,effects
[10] effects,california

Top Word Pairs in Tweet in G6:
[34] #rstats,#dataviz
[14] week,31
[14] oregon,spotted
[13] #r4ds,#tidyverse
[13] #tidyverse,#rstats
[11] r4dscommunity,welcomes
[11] welcomes,week
[11] 31,#tidytuesday
[11] #tidytuesday,exploring
[11] exploring,oregon

Top Word Pairs in Tweet in G7:
[4] column,charts
[4] data,visualization
[4] graphic,detail
[4] detail,#dataviz
[4] #dataviz,see
[4] see,more
[3] source,#nyc
[3] #nyc,#dataviz
[2] market,cap
[2] everybody,knows

Top Word Pairs in Tweet in G8:
[38] dealing,long
[38] long,axis
[38] axis,labels
[28] #rstats,#dataviz
[19] #dataviz,blog
[19] blog,rfortherest
[19] rfortherest,align
[19] align,axes
[19] axes,several
[19] several,plots

Top Word Pairs in Tweet in G9:
[22] nigerians,debating
[22] debating,competence
[22] competence,candidates
[22] candidates,vying
[22] vying,office
[22] office,president
[22] president,frn
[22] frn,decided
[22] decided,analyze
[22] analyze,traction

Top Word Pairs in Tweet in G10:
[6] numbers,person
[4] more,details
[4] next,week
[4] week,datavizsociety
[4] datavizsociety,hosting
[4] hosting,free
[4] free,short
[4] short,workshop
[4] workshop,data
[4] data,viz

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@tristankamin
@lnbcore
@ingliguori
@tableau
@jessica_xls
@rfortherest
@cloudpreacher
@r4dscommunity
@fgazzelloni
@epa

Top Mentioned in G2:
@lnbcore
@ingliguori
@cloudpreacher
@rosanaferrero
@theinsaneapp
@omdenaai
@tableau
@github
@federalreserve
@epa

Top Mentioned in G3:
@tristankamin
@micheljanssens

Top Mentioned in G4:
@rosanaferrero

Top Mentioned in G5:
@tableau
@epa
@jschwabish
@datasciencectrl
@figma
@theinsaneapp
@readysetdata
@billfranksga
@dailymailuk
@un

Top Mentioned in G6:
@r4dscommunity
@fgazzelloni
@youtube
@arancruzmar
@nberpubs
@un
@bea_news
@cgdev
@alexis_o_o
@rfortherest

Top Mentioned in G8:
@rfortherest
@levikul09

Top Mentioned in G9:
@jessica_xls

Top Mentioned in G10:
@datavizsociety
@axios
@simranparwani
@drselenafisk
@infobeautyaward
@elijah_meeks
@ericagunn
@dataremixed
@albertocairo

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@xaelbot
@100xcode
@fabriciosx
@rvp
@dataaugmented
@rahul05ranjan
@codewithtwitchi
@education_24x7

Top Tweeters in G1:
@kmontenegro
@undivaga
@gombang
@jmkorhonen
@streitapfel
@hbdchick
@jhlrsn
@kittytrill
@gsalegrand
@helloeuromat

Top Tweeters in G2:
@sectest9
@chidambara09
@xaelbot
@fabriciosx
@rvp
@rahul05ranjan
@codewithtwitchi
@education_24x7
@ssxman2
@serverlessfan

Top Tweeters in G3:
@alain_co
@n_attend
@earlchamignon
@kaplanben_fr
@svimaire
@made_in_alsace
@__phiphou__
@aedius
@tristankamin
@rauxjf

Top Tweeters in G4:
@_jakashi
@marloco_24
@aldomaher
@jmsoymx
@carlitiox
@maxdemendizabal
@morena_jq
@barbalhofernand
@max_im_o
@ilianara9

Top Tweeters in G5:
@dailymailuk
@pyscalellc
@datasciencebot_
@henleysecnethia
@kirkdborne
@xthebigdatabotx
@askdrshashank
@john202077
@datasciencectrl
@xpet_kobby

Top Tweeters in G6:
@rstatstweet
@p5tbot1
@rstats4ds
@un
@youtube
@cgdev
@geologistico
@thomas_mock
@tidytuesday_bot
@jonthegeek

Top Tweeters in G7:
@biconnections
@jonbecker
@dd_serena_
@lrnlbl
@opsmatters_uk
@rafael52987
@eelrekab
@phishfindr
@skgreen
@arxivdata

Top Tweeters in G8:
@rstats_tweets
@sergiogarciamor
@kalelskywalker
@mazharmirza_
@oscarbaruffa
@arifpras
@dumisanimjojo
@alex_j_bowers
@saltzyy
@_abichat

Top Tweeters in G9:
@kayodefoloruns3
@stack_diamond
@phani_nath
@911xclusive
@not_avail_001
@don_henzo
@onyemehenry
@jessica_xls
@allisonpresh
@1fingerprint

Top Tweeters in G10:
@axios
@albertocairo
@maartenzam
@davdittrich
@abmakulec
@theneilrichards
@zaplanmarco
@cedscherer
@zendolldata
@dataremixed


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