dataviz OR datavis, Twitter, 8/2/2022 1:31:24 PM, 279796


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dataviz OR datavis Twitter NodeXL SNA Map and Report for Tuesday, 02 August 2022 at 13:28 UTC
dataviz OR datavis Twitter NodeXL SNA Map and Report for Tuesday, 02 August 2022 at 13:28 UTC
From:
SMRFoundation
Uploaded on:
August 02, 2022
Short Description:
dataviz OR datavis via NodeXL https://bit.ly/3zo5TxS
@sundellviz
@rstatstweet
@joachimschork
@rosanaferrero
@fabriciosx
@kidvishis
@zeroplagiarism1
@xaelbot
@tristankamin
@babgi

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

Description:
Description
The graph represents a network of 527 Twitter users whose recent tweets contained "dataviz OR datavis", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 500 tweets. The network was obtained from Twitter on Tuesday, 02 August 2022 at 13:30 UTC.

The tweets in the network were tweeted over the 5-hour, 52-minute period from Tuesday, 02 August 2022 at 07:35 UTC to Tuesday, 02 August 2022 at 13:28 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 : 527
Unique Edges : 744
Edges With Duplicates : 75
Total Edges : 819
Number of Edge Types : 5
Tweet : 83
Retweet : 420
MentionsInRetweet : 238
Mentions : 71
Replies to : 7
Self-Loops : 86
Reciprocated Vertex Pair Ratio : 0.0113798008534851
Reciprocated Edge Ratio : 0.0225035161744023
Connected Components : 65
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 230
Maximum Edges in a Connected Component : 328
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.427004
Graph Density : 0.00256491655904359
Modularity : 0.789278
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 527 Twitter users whose recent tweets contained "dataviz OR datavis", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 500 tweets. The network was obtained from Twitter on Tuesday, 02 August 2022 at 13:30 UTC.

The tweets in the network were tweeted over the 5-hour, 52-minute period from Tuesday, 02 August 2022 at 07:35 UTC to Tuesday, 02 August 2022 at 13:28 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 datavis
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[19] https://discord.com/invite/bC9VWZgSRh
[10] https://twinybots.ch/
[9] https://public.tableau.com/app/profile/michael7697/viz/Nigreiaspresidentialcandidatestraction/Dashboard1
[9] https://rfortherestofus.com/2022/07/align-axes/
[8] https://www.analyticsvidhya.com/blog/2022/08/explainable-ai-using-omnixai/?utm_source=dlvr.it&utm_medium=twitter
[7] https://covariants.org/
[6] https://www.viewscoupon.com/2022/08/learn-to-code-by-making-games-in-python.html
[6] https://nightingaledvs.com/starting-out-in-data-visualization-today/
[6] https://www.youtube.com/watch?v=2JX8zu4QxMg&feature=youtu.be

[6] https://www.maximaformacion.es/blog-ciencia-datos/9-sitios-web-en-los-que-aprender-mas-sobre-estadistica-y-r-software/

Top URLs in Tweet in G3:
[17] https://discord.com/invite/bC9VWZgSRh
[2] https://www.maximaformacion.es/blog-ciencia-datos/9-sitios-web-en-los-que-aprender-mas-sobre-estadistica-y-r-software/
[2] https://www.knime.com/events/analytics-platform-data-wranglers-advanced-2209?utm_source=twitter&utm_medium=organic&utm_term=&utm_content=&utm_campaign=brand
[2] https://youtu.be/x3hAKezILX0
[2] https://tinyurl.com/ycknarna
[1] https://www.knime.com/events/server-productionizing-collaboration-2209?utm_source=twitter&utm_medium=organic&utm_term=&utm_content=&utm_campaign=brand

Top URLs in Tweet in G4:
[5] https://www.tiktok.com/@cybercoastal/video/7126238702405160235?_t=8UUxpKB1ozu&_r=1
[5] https://www.theinsaneapp.com/2020/12/free-data-science-books-pdf.html
[3] https://github.com/OpenSourceEcon/FedFundsPlot
[2] https://www.smashingmagazine.com/2022/07/accessibility-first-approach-chart-visual-design/
[2] 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
[2] https://discord.com/invite/bC9VWZgSRh
[1] https://www.oselab.org/gallery/fedfundsplot

Top URLs in Tweet in G5:
[6] https://www.youtube.com/watch?v=2JX8zu4QxMg&feature=youtu.be

[5] https://link.medium.com/FbwTm3r29rb
[4] https://twitter.com/arancruzmar/status/1551802241962676231?t=cwC9d9HQNCxlnmnEeTPn1w&s
[4] https://analytics4all.org/2016/06/03/r-ggplot-using-facets/
[3] https://github.com/rfordatascience/tidytuesday/blob/master/README.md
[3] https://www.sciencebase.gov/catalog/item/60ba5a00d34e86b9388d86bc
[3] https://statisticsglobe.com/plotly-histogram-r
[2] https://github.com/KittJonathan/tidytuesday/blob/master/R/2022_08_02_frogs.R
[2] https://www.youtube.com/watch?v=OcyIeyJwQzY&feature=youtu.be

[2] https://github.com/PursuitOfDataScience/TidyTuesdayWork/blob/main/2022-08-02/2022-08-02.R

Top URLs in Tweet in G6:
[4] http://factominer.free.fr/reporting/
[4] https://www.maximaformacion.es/blog-ciencia-datos/9-sitios-web-en-los-que-aprender-mas-sobre-estadistica-y-r-software/
[2] https://github.com/easystats/see
[2] https://www.maximaformacion.es/blog-dat/5-consejos-para-evitar-problemas-en-modelos-de-regresion/
[1] https://twitter.com/maximadatasci_r/status/1554363375186067456

Top URLs in Tweet in G7:
[5] https://twinybots.ch/
[4] https://bryanwhiting.github.io/dsnews/
[4] https://www.viewscoupon.com/2022/08/learn-to-code-by-making-games-in-python.html
[2] https://www.analyticsvidhya.com/blog/2022/08/explainable-ai-using-omnixai/?utm_source=dlvr.it&utm_medium=twitter
[1] https://clauswilke.com/dataviz/
[1] https://maps.equatorstudios.com/?entry=topography&product=lidar
[1] https://www.economist.com/graphic-detail/2021/03/15/young-people-stand-to-make-dismal-returns-on-their-investments
[1] https://www.economist.com/graphic-detail/2021/04/06/the-imf-boosts-global-growth-forecasts-for-the-second-time-this-year
[1] https://www.economist.com/graphic-detail/tracking-coronavirus-across-the-world
[1] https://www.economist.com/graphic-detail/2021/01/29/why-penalties-are-becoming-more-common-in-elite-football

Top URLs in Tweet in G8:
[6] https://nightingaledvs.com/starting-out-in-data-visualization-today/
[3] https://questionsindataviz.com/2022/08/01/how-can-i-become-a-numbers-person/

Top URLs in Tweet in G9:
[9] https://public.tableau.com/app/profile/michael7697/viz/Nigreiaspresidentialcandidatestraction/Dashboard1

Top URLs in Tweet in G10:
[9] https://rfortherestofus.com/2022/07/align-axes/

Top Domains
Top Domains in Tweet in Entire Graph:
[20] twitter.com
[19] discord.com
[18] github.com
[15] tableau.com
[10] twinybots.ch
[10] youtube.com
[9] github.io
[9] rfortherestofus.com
[8] analyticsvidhya.com
[8] maximaformacion.es

Top Domains in Tweet in G3:
[17] discord.com
[3] knime.com
[2] maximaformacion.es
[2] youtu.be
[2] tinyurl.com

Top Domains in Tweet in G4:
[5] tiktok.com
[5] theinsaneapp.com
[3] github.com
[2] smashingmagazine.com
[2] amazon.com
[2] discord.com
[1] oselab.org

Top Domains in Tweet in G5:
[8] youtube.com
[7] github.com
[5] medium.com
[5] twitter.com
[4] analytics4all.org
[3] sciencebase.gov
[3] statisticsglobe.com

Top Domains in Tweet in G6:
[6] maximaformacion.es
[4] free.fr
[2] github.com
[1] twitter.com

Top Domains in Tweet in G7:
[5] twinybots.ch
[4] economist.com
[4] github.io
[4] viewscoupon.com
[3] twitter.com
[2] analyticsvidhya.com
[2] couponed12.com
[1] clauswilke.com
[1] equatorstudios.com
[1] datacamp.com

Top Domains in Tweet in G8:
[6] nightingaledvs.com
[3] questionsindataviz.com

Top Domains in Tweet in G9:
[9] tableau.com

Top Domains in Tweet in G10:
[9] rfortherestofus.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[371] dataviz
[212] rstats
[76] datascience
[75] python
[65] iot
[61] ai
[57] 100daysofcode
[55] machinelearning
[53] iiot
[41] data



Top Hashtags in Tweet in G1:
[130] dataviz
[128] rstats

Top Hashtags in Tweet in G3:
[34] iot
[25] 100daysofcode
[25] python
[25] iiot
[25] ai
[25] flutter
[20] dataviz
[17] eth
[17] nft
[17] pytorch

Top Hashtags in Tweet in G4:
[33] python
[31] dataviz
[27] datascience
[25] machinelearning
[20] ai
[20] 100daysofcode
[18] cybersecurity
[15] iot
[15] iiot
[13] devcommunity

Top Hashtags in Tweet in G5:
[41] rstats
[40] dataviz
[16] ggplot2
[15] tidytuesday
[12] tidyverse
[7] r4ds
[5] datascience
[4] ifyouknowyouknow
[4] 9gag
[4] datascientist

Top Hashtags in Tweet in G6:
[24] dataviz
[22] analytics
[22] datascience
[14] python
[14] iot
[13] machinelearning
[13] ai
[13] iiot
[12] bigdata
[12] nlp

Top Hashtags in Tweet in G7:
[16] dataviz
[8] datavis
[3] datafam
[3] tableau
[2] learning
[2] machinelearning
[2] datascience
[2] powerbi
[1] government
[1] civictech

Top Hashtags in Tweet in G8:
[6] dataviz

Top Hashtags in Tweet in G9:
[9] tableau
[9] dataviz

Top Hashtags in Tweet in G10:
[9] rstats
[9] dataviz

Top Words
Top Words in Tweet in Entire Graph:
[381] #dataviz
[258] de
[250] dip
[218] #rstats
[132] people
[129] august
[125] google
[125] measures
[125] phones
[125] 'places

Top Words in Tweet in G1:
[248] dip
[130] #dataviz
[128] people
[128] #rstats
[124] google
[124] measures
[124] phones
[124] 'places
[124] work'
[124] france

Top Words in Tweet in G2:
[198] de
[102] tristankamin
[102] est
[101] pour
[101] dataviz
[100] ceux
[100] qui
[100] ne
[100] comprennent
[100] pas

Top Words in Tweet in G3:
[37] #iot
[27] #python
[25] #100daysofcode
[25] #iiot
[25] #ai
[25] #flutter
[22] #dataviz
[19] server
[17] join
[17] discord

Top Words in Tweet in G4:
[33] #dataviz
[33] #python
[27] #datascience
[25] #machinelearning
[20] #ai
[20] #100daysofcode
[18] #cybersecurity
[15] #iot
[15] #iiot
[13] #devcommunity

Top Words in Tweet in G5:
[41] #rstats
[41] #dataviz
[17] #ggplot2
[15] #tidytuesday
[13] frogs
[12] #tidyverse
[12] ggplot2
[11] week
[9] 31
[9] spotted

Top Words in Tweet in G6:
[27] #analytics
[25] #dataviz
[24] de
[22] #datascience
[18] #python
[18] #iot
[16] los
[16] #bigdata
[14] #machinelearning
[14] #ai

Top Words in Tweet in G7:
[16] #dataviz
[8] #datavis
[6] data
[6] python
[5] learn
[4] visualization
[4] graphic
[4] detail
[4] posts
[4] code

Top Words in Tweet in G8:
[9] questions
[9] data
[7] abmakulec
[6] common
[6] hear
[6] dvs
[6] members
[6] start
[6] #dataviz
[6] younger

Top Words in Tweet in G9:
[9] nigerians
[9] debating
[9] competence
[9] candidates
[9] vying
[9] office
[9] president
[9] frn
[9] decided
[9] analyze

Top Words in Tweet in G10:
[18] dealing
[18] long
[18] axis
[18] labels
[9] #rstats
[9] #dataviz
[9] blog
[9] post
[9] rfortherest
[9] align

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

Top Word Pairs in Tweet in G1:
[128] #dataviz,#rstats
[124] google,measures
[124] measures,phones
[124] phones,'places
[124] 'places,work'
[124] work',france
[124] france,germany
[124] germany,italy
[124] italy,sweden
[124] sweden,dip

Top Word Pairs in Tweet in G2:
[100] pour,ceux
[100] ceux,qui
[100] qui,ne
[100] ne,comprennent
[100] comprennent,pas
[100] cette,dataviz
[99] pas,les
[99] les,chiffres
[99] chiffres,cette
[99] dataviz,courtesy

Top Word Pairs in Tweet in G3:
[19] #python,#iot
[17] join,discord
[17] discord,server
[17] server,hmu
[17] hmu,#eth
[17] #eth,#100daysofcode
[17] #100daysofcode,kidvishis
[17] kidvishis,#nft
[17] #nft,#python
[17] #iot,#iiot

Top Word Pairs in Tweet in G4:
[18] #machinelearning,#python
[13] #ai,#100daysofcode
[13] #devcommunity,#iot
[8] #iot,#iiot
[7] #infographic,24
[7] 24,ultimate
[7] ultimate,#datascience
[7] #datascience,#projects
[7] #projects,boost
[7] boost,knowledge

Top Word Pairs in Tweet in G5:
[17] #rstats,#dataviz
[11] #rstats,#ggplot2
[11] #ggplot2,#dataviz
[9] week,31
[8] youtube,#rstats
[7] oregon,spotted
[7] #r4ds,#tidyverse
[7] #tidyverse,#rstats
[6] #tidytuesday,week
[6] #dataviz,#ggplot2

Top Word Pairs in Tweet in G6:
[12] 10,advantages
[12] advantages,cloud
[12] cloud,computing
[12] #machinelearning,#python
[12] #python,#nlp
[12] #nlp,#analytics
[12] #analytics,#ai
[12] #ai,#100daysofcode
[12] #100daysofcode,#cloudcomputing
[12] #cloudcomputing,#dataviz

Top Word Pairs in Tweet in G7:
[4] data,visualization
[4] graphic,detail
[4] detail,#dataviz
[4] #dataviz,posts
[4] learn,code
[4] code,games
[4] games,python
[4] python,#datavis
[2] interactive,data
[2] explainable,ai

Top Word Pairs in Tweet in G8:
[6] common,questions
[6] questions,hear
[6] hear,dvs
[6] dvs,members
[6] members,start
[6] start,#dataviz
[6] #dataviz,abmakulec
[6] abmakulec,younger
[6] younger,starting
[6] starting,data

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

Top Word Pairs in Tweet in G10:
[18] dealing,long
[18] long,axis
[18] axis,labels
[9] #rstats,#dataviz
[9] #dataviz,blog
[9] blog,post
[9] post,rfortherest
[9] rfortherest,align
[9] align,axes
[9] axes,plots

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@tristankamin
@kidvishis
@jessica_xls
@rfortherest
@youtube
@abmakulec
@fgazzelloni
@ourworldindata
@firefoxx66
@gisaid

Top Mentioned in G2:
@tristankamin
@micheljanssens

Top Mentioned in G3:
@kidvishis

Top Mentioned in G4:
@ingliguori
@theinsaneapp
@github
@federalreserve
@smashingmag
@jschwabish
@kidvishis

Top Mentioned in G5:
@youtube
@fgazzelloni
@arancruzmar
@r4dscommunity

Top Mentioned in G6:
@lnbcore
@rosanaferrero

Top Mentioned in G8:
@abmakulec
@drselenafisk
@datavizsociety

Top Mentioned in G9:
@jessica_xls

Top Mentioned in G10:
@rfortherest

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@fabriciosx
@dataaugmented
@codewithtwitchi
@goaidev
@education_24x7
@ssxman2

Top Tweeters in G1:
@kmontenegro
@elevenslay
@kittytrill
@archivtier
@hernandez_a
@ronazamm
@tallcedarofleb
@zuiko21
@imissusharry
@danbusfer

Top Tweeters in G2:
@alain_co
@n_attend
@earlchamignon
@kaplanben_fr
@svimaire
@made_in_alsace
@__phiphou__
@aedius
@tristankamin
@rauxjf

Top Tweeters in G3:
@chidambara09
@codedailybot
@fabriciosx
@ssxman2
@serverlessfan
@kasimakrbot
@_reactdev
@pythonroboto
@news_nocode
@flutterbyamey

Top Tweeters in G4:
@sectest9
@xaelbot
@codewithtwitchi
@goaidev
@education_24x7
@thesecretjunio1
@thecuriousluke
@kirkdborne
@nod3bot
@data4all

Top Tweeters in G5:
@rstatstweet
@rstats4ds
@youtube
@thomas_mock
@jagersbergknut
@r4dscommunity
@piotrkrosniak
@blarson424
@fgazzelloni
@meshackmoranga

Top Tweeters in G6:
@cephalopodluke2
@iachillesheel
@aldomaher
@_serverlessbot_
@barbalhofernand
@cloudpreacher
@rosanaferrero
@razvan_a_cohut
@bengao10
@ela_tip

Top Tweeters in G7:
@necio_news
@dd_serena_
@rafael52987
@orellanabookker
@skgreen
@arxivdata
@ggonjourney
@vadernauts
@adriansantuario
@last100bills

Top Tweeters in G8:
@poontany
@davdittrich
@abmakulec
@theneilrichards
@object404
@allitorban
@pgriffis
@datavizsociety
@daniellealberti
@drselenafisk

Top Tweeters in G9:
@kayodefoloruns3
@stack_diamond
@911xclusive
@jessica_xls
@doh_bams
@leroyokosi
@harry_po2019
@fehintiti
@solasamson1st
@kelechi_xls

Top Tweeters in G10:
@sergiogarciamor
@dumisanimjojo
@alex_j_bowers
@saltzyy
@r_rabbit_y
@rfortherest
@cararthompson
@andreaferrari54
@newmeyermn
@alexandrorpinto


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