dataviz OR datavis, Twitter, 8/7/2020 12:51:53 AM, 232043


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dataviz OR datavis_2020-08-06_17-16-48.xlsx
dataviz OR datavis_2020-08-06_17-16-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 07, 2020
Short Description:
dataviz OR datavis via NodeXL https://bit.ly/30xck1h
@dashboarddr
@datasciencebot_
@rstatstweet
@unfccc
@tableau
@randal_olson
@milos_agathon
@malofiej
@kirkdborne
@wriclimate

Top hashtags:
#dataviz
#datascience
#ai
#machinelearning
#bigdata
#tidytuesday
#rstats

Description:
Description
The graph represents a network of 5,200 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 07 August 2020 at 00:29 UTC.

The requested start date was Friday, 07 August 2020 at 00:01 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 8-day, 12-hour, 23-minute period from Tuesday, 28 July 2020 at 17:05 UTC to Thursday, 06 August 2020 at 05:28 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 : 5200
Unique Edges : 3731
Edges With Duplicates : 12179
Total Edges : 15910
Number of Edge Types : 5
Retweet : 5240
MentionsInRetweet : 7290
Replies to : 225
Mentions : 1483
Tweet : 1672
Self-Loops : 1743
Reciprocated Vertex Pair Ratio : 0.0229557185547406
Reciprocated Edge Ratio : 0.0448811578807595
Connected Components : 678
Single-Vertex Connected Components : 324
Maximum Vertices in a Connected Component : 3433
Maximum Edges in a Connected Component : 12940
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.582303
Graph Density : 0.000278566884164114
Modularity : 0.441916
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,200 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 07 August 2020 at 00:29 UTC.

The requested start date was Friday, 07 August 2020 at 00:01 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 8-day, 12-hour, 23-minute period from Tuesday, 28 July 2020 at 17:05 UTC to Thursday, 06 August 2020 at 05:28 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 : GraphServerTwitterSearch
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 Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[107] https://jadirectives.com/coursera-excel-skills-for-business-specialization-review/
[101] https://www.jadirectives.com/coursera-machine-learning-review/
[85] https://medium.com/activewizards-machine-learning-company/data-science-for-managers-mindmap-bb95bedc3154
[80] https://www.nytimes.com/interactive/2020/07/31/us/coronavirus-school-reopening-risk.html?searchResultPosition=1
[63] https://www.datasciencecentral.com/profiles/blogs/weekly-digest-august-3-1
[61] https://www.jadirectives.com/best-python-tutorial-online/
[47] https://www.jadirectives.com/best-sql-certification-training-courses-online/
[44] https://twinybots.ch/
[31] https://docs.google.com/forms/d/e/1FAIpQLSeoghteNkrprfQMQy_jbwpb-YF19OdHsuttmzQs15eWuPvrmw/viewform
[29] https://jadirectives.com/coursera-data-science-specialization-review/

Top URLs in Tweet in G1:
[105] https://jadirectives.com/coursera-excel-skills-for-business-specialization-review/
[101] https://www.jadirectives.com/coursera-machine-learning-review/
[84] https://medium.com/activewizards-machine-learning-company/data-science-for-managers-mindmap-bb95bedc3154
[63] https://www.datasciencecentral.com/profiles/blogs/weekly-digest-august-3-1
[61] https://www.jadirectives.com/best-python-tutorial-online/
[47] https://www.jadirectives.com/best-sql-certification-training-courses-online/
[29] https://jadirectives.com/coursera-data-science-specialization-review/
[26] https://www.datasciencecentral.com/profiles/blogs/the-ultimate-r-cheatsheet
[26] https://jadirectives.com/best-online-statistics-courses/
[25] https://www.meetup.com/pro/pydata/

Top URLs in Tweet in G2:
[14] https://github.com/mnaR99/TidyTuesday/blob/master/R/wk_32_2020.Rmd
[6] https://github.com/beeb22/tidytuesday/blob/master/Energy%20usage.R
[4] https://alejandrodiazd.wordpress.com/2020/05/03/descripcion-de-datos-de-manera-grafica-usando-r/
[4] https://github.com/ArtPoon/ggfree
[3] https://twitter.com/Lai_CDC/status/1288767469784633346
[3] https://MauricioCely.github.io/2020/08/05/estimating-pi-using-the-monte-carlo-method/
[3] https://numfocus.org/your-support
[3] https://twitter.com/CedScherer/status/1285686071204945921
[3] https://github.com/rfordatascience/tidytuesday/blob/master/README.md
[3] https://github.com/jkaupp/tidytuesdays

Top URLs in Tweet in G3:
[25] https://twinybots.ch/
[8] http://track.fiverr.com/visit/?bta=34119&nci=5497&campaign=685161&landingPage=http%3A%2F%2Fwww.fiverr.com%2Fnhshapiro%2Fcreate-google-data-studio-dashboards-and-reports
[8] http://track.fiverr.com/visit/?bta=34119&nci=5497&campaign=685161&landingPage=http%3A%2F%2Fwww.fiverr.com%2Fnhshapiro
[6] https://medium.com/nightingale/data-visualization-fast-and-slow-d2653d4850b0
[5] https://www.websystemer.no/clustering-geospatial-data/
[5] https://softtechgroup.us/blog/data-sciences-and-python
[4] https://twitter.com/jburnmurdoch/status/1288500620496908288
[4] https://github.com/meeramenon07/bookish-guacamole/commit/80fee1cd19d0ae8d28a038b8275dbca0d1513b0e
[3] https://interworks.com/blog/2020/07/14/whats-in-name-vs-when-is-name-data-viz/
[3] https://pseviz.blogspot.com/2020/07/pse-composite-index.html

Top URLs in Tweet in G4:
[11] https://co-data.de/
[9] https://www.buzzsprout.com/login?podcast_id=739517
[4] https://twitter.com/WiGISKe/status/1286553995159441409
[3] https://viz.photos/
[2] https://twitter.com/s0_s0w/status/1290669031909924864
[2] https://vizjockey.com/2018/01/22/a-hex-tile-map-for-germany/
[2] https://public.tableau.com/profile/shravani.bheema#!/vizhome/WhatMakesPeopleHappy/Dashboard1
[2] https://public.tableau.com/profile/gordon.hack#!/vizhome/MakeoverMondayWeek30-FemaleRepresentation/Dashboard2
[2] https://twitter.com/malofiej/status/1290257188611555331
[2] https://twitter.com/dataninjait/status/1289087498241683458

Top URLs in Tweet in G5:
[3] https://informationisbeautiful.net/visualizations/best-in-show-whats-the-top-data-dog/?utm_content=buffer1e03f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://informationisbeautiful.net/visualizations/based-on-a-true-true-story/?utm_content=buffer0e1f5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.linkedin.com/slink?code=gkC88C9
[1] https://www.youtube.com/watch?v=B08gL8isqcw&feature=youtu.be

[1] https://www.wri.org/blog/2020/02/greenhouse-gas-emissions-by-country-sector?utm_source=twitter&utm_medium=wriclimate&utm_campaign=socialmedia&utm_term=aca76d25-8ca1-4160-9fcd-b273f0e4daae
[1] https://www.wri.org/blog/2020/02/greenhouse-gas-emissions-by-country-sector?utm_source=twitter&utm_medium=wriclimate&utm_campaign=socialmedia&utm_term=bbd43b01-4157-4516-8466-8539edf11c25
[1] https://informationisbeautiful.net/workshops-feedback/?utm_content=buffer09a1a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G6:
[5] http://www.verigazeteciligi.com/veri-bulteni-tum-sayilari-e-bookta/
[4] https://twitter.com/malofiej/status/1290257188611555331
[3] https://twitter.com/malofiej/status/1290258519501885443
[3] http://www.verigazeteciligi.com/balikesir-buyuksehir-belediyesi-acik-veri-platformu-olusturdu/
[3] http://www.verigazeteciligi.com/rstats-kaynak-sayfasi-olusturuldu/
[3] http://www.verigazeteciligi.com/veri-gorsellestirme-kataloglari/
[2] https://twitter.com/wiederkehra/status/1287872080474603521
[2] http://www.verigazeteciligi.com/ucretsiz-r-programlama-diline-giris/
[2] http://www.verigazeteciligi.com/yeni-baslayanlar-icin-workbenchdatadan-veri-gazeteciligi-egitimleri/
[2] http://www.verigazeteciligi.com/rstudio-yazilimini-tarayiciniz-uzerinden-kullanabilirsiniz/

Top URLs in Tweet in G7:
[4] https://opsmatters.com/organisations/databox
[2] https://opsmatters.com/organisations/looker
[1] https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/CWVIYV
[1] https://twitter.com/FactsBalkan/status/1289111324480479232
[1] https://medium.com/cascade-bio-blog/creating-visualizations-to-better-understand-your-data-and-models-part-1-a51e7e5af9c0?utm_content=buffer5f00b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://blog.mapbox.com/glow-effect-the-firefly-technique-23eff7297075?utm_content=buffer1524e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://blog.prototypr.io/mapping-the-reality-of-the-world-df7ad81ccb54?utm_content=buffer58c34&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/mapTOdotca/status/1282711001322926084
[1] https://blog.mapbox.com/improving-pandemic-visualizations-with-mapbox-boundaries-845b8f52230a
[1] https://tdubolyou.github.io/NAICS/

Top URLs in Tweet in G8:
[77] https://www.nytimes.com/interactive/2020/07/31/us/coronavirus-school-reopening-risk.html?searchResultPosition=1
[1] https://twitter.com/chr1sa/status/1289693074856087552
[1] https://oecd-main.shinyapps.io/House_price_indices/
[1] https://jadirectives.com/coursera-excel-skills-for-business-specialization-review/
[1] https://www.economist.com/books-and-arts/2020/08/01/how-to-debunk-dodgy-data

Top URLs in Tweet in G9:
[3] https://medium.com/nightingale/writing-alt-text-for-data-visualization-2a218ef43f81
[2] https://blog.datawrapper.de/datavis-bookclub-data-feminism-catherine-dignazio-lauren-klein/
[2] https://www.ft.com/content/89e07076-dfb7-49bc-a970-0d15e2dd2c2a
[2] https://www.meetup.com/DataVisualization/events/271778157/
[1] https://contrast-ratio.com/
[1] https://forms.gle/YYUaJ3WGV9YNgvuAA
[1] https://notes.datawrapper.de/p/bookclub-datafeminism
[1] https://data-feminism.mitpress.mit.edu/
[1] https://twitter.com/GlobalHealthBMJ/status/1288022844627193857
[1] https://twitter.com/BrendanNyhan/status/1288170259330093058

Top URLs in Tweet in G10:
[3] https://www.youtube.com/watch?v=q1sbwoj2Jbo&feature=youtu.be

[2] https://www.youtube.com/watch?v=DnGa4p0pv5A&feature=youtu.be

[1] https://pictureasportal.home.blog/2019/10/10/using-s-p-a-r-k-principles-to-improve-your-data-visualization/
[1] https://pictureasportal.home.blog/2019/11/18/tables-to-pictures-with-data-viz/
[1] https://www.pictureasportal.com/pages/resources
[1] https://cnlm.formstack.com/forms/blackinneuroweek

Top Domains
Top Domains in Tweet in Entire Graph:
[551] jadirectives.com
[351] twitter.com
[216] medium.com
[148] datasciencecentral.com
[128] github.com
[124] reddit.com
[95] nytimes.com
[89] tableau.com
[68] youtube.com
[45] ndexbio.org

Top Domains in Tweet in G1:
[545] jadirectives.com
[148] medium.com
[141] datasciencecentral.com
[45] ndexbio.org
[36] highcharts.com
[28] github.com
[26] meetup.com
[25] numfocus.org
[25] tweetedtimes.com
[24] fiverr.com

Top Domains in Tweet in G2:
[64] github.com
[30] twitter.com
[9] github.io
[6] wordpress.com
[6] nytimes.com
[4] jadirectives.com
[4] bit.ly
[3] numfocus.org
[3] youtube.com
[3] meetup.com

Top Domains in Tweet in G3:
[87] twitter.com
[25] twinybots.ch
[20] tableau.com
[16] fiverr.com
[14] medium.com
[10] jmp.com
[9] blogspot.com
[7] dy.si
[7] websystemer.no
[6] 7wdata.be

Top Domains in Tweet in G4:
[32] tableau.com
[26] twitter.com
[11] co-data.de
[9] buzzsprout.com
[5] customerinsightleader.com
[5] medium.com
[3] nuzzel.com
[3] youtube.com
[3] viz.photos
[2] dataviz.love

Top Domains in Tweet in G5:
[6] informationisbeautiful.net
[2] wri.org
[1] linkedin.com
[1] youtube.com

Top Domains in Tweet in G6:
[21] twitter.com
[20] verigazeteciligi.com
[3] malofiejgraphics.com
[3] com.br
[3] youtube.com
[2] thefunctionalart.com
[2] visualcinnamon.com
[1] datasketch.es
[1] eventbrite.com
[1] alhadaqa.com

Top Domains in Tweet in G7:
[6] opsmatters.com
[2] twitter.com
[2] mapbox.com
[1] harvard.edu
[1] medium.com
[1] prototypr.io
[1] github.io
[1] jadirectives.com
[1] tweetedtimes.com

Top Domains in Tweet in G8:
[77] nytimes.com
[1] twitter.com
[1] shinyapps.io
[1] jadirectives.com
[1] economist.com

Top Domains in Tweet in G9:
[5] datawrapper.de
[5] twitter.com
[4] medium.com
[3] janezhang.ca
[2] powerbi.com
[2] libsyn.com
[2] ft.com
[2] meetup.com
[1] contrast-ratio.com
[1] forms.gle

Top Domains in Tweet in G10:
[5] youtube.com
[2] home.blog
[1] pictureasportal.com
[1] formstack.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3651] dataviz
[1006] datascience
[588] ai
[548] machinelearning
[483] bigdata
[377] tidytuesday
[323] rstats
[284] covid19
[267] python
[258] data



Top Hashtags in Tweet in G1:
[984] dataviz
[885] datascience
[570] ai
[531] machinelearning
[447] bigdata
[236] python
[226] datascientist
[218] bi
[216] artificialintelligence
[195] analytics

Top Hashtags in Tweet in G2:
[344] tidytuesday
[239] dataviz
[170] rstats
[93] ggplot2
[53] heatwave
[33] r4ds
[27] tidyverse
[24] datascience
[23] covid19
[21] ggplot

Top Hashtags in Tweet in G3:
[341] dataviz
[35] data
[33] datavis
[22] analytics
[20] website
[20] analysis
[20] googledatastudio
[18] fiverr
[18] gigs
[17] datascience

Top Hashtags in Tweet in G4:
[151] dataviz
[32] ironviz
[22] makeovermonday
[20] datafam
[16] tableau
[16] mentalhealth
[11] datascience
[11] peoplesideofdata
[9] datapluslove
[8] datavisualization

Top Hashtags in Tweet in G5:
[197] climateaction
[10] emissions
[9] dataviz
[7] actionclimatique
[4] globalheating
[2] climatewatch
[2] factchecking
[1] data
[1] analytics
[1] datascience

Top Hashtags in Tweet in G6:
[129] dataviz
[20] ddj
[17] malofiej28
[11] infographics
[8] datavisualization
[8] datavis
[8] opendata
[7] rddj
[6] womeninstem
[5] datajournalism

Top Hashtags in Tweet in G7:
[70] motorway
[38] dataviz
[20] rstats
[19] maps
[11] census
[10] history
[10] bigdata
[9] datascience
[8] gis
[8] culture

Top Hashtags in Tweet in G8:
[148] dataviz
[1] oecd
[1] applefire
[1] excel
[1] business
[1] ai
[1] artificialintelligence
[1] machinelearning
[1] heatwave
[1] datascience

Top Hashtags in Tweet in G9:
[80] dataviz
[8] tekken
[4] nowreading
[4] waterstress
[3] datafamcommunityjam
[3] accessibility
[3] a11y
[3] ddj
[3] maps
[3] corona

Top Hashtags in Tweet in G10:
[97] dataviz
[34] blackneuroart
[16] blackinneuro
[16] blackneuroartcontest
[14] blackinneuroweek
[4] scicomm
[3] datavisualization
[3] graphics
[2] graphicdesign
[2] visualcommunication

Top Words
Top Words in Tweet in Entire Graph:
[3648] #dataviz
[1197] data
[1006] #datascience
[588] #ai
[548] #machinelearning
[483] #bigdata
[470] dataviz
[463] 2020
[437] more
[377] #tidytuesday

Top Words in Tweet in G1:
[984] #dataviz
[885] #datascience
[570] #ai
[531] #machinelearning
[447] #bigdata
[358] data
[321] kirkdborne
[316] jamilahmed_16
[269] best
[241] coursera

Top Words in Tweet in G2:
[344] #tidytuesday
[238] #dataviz
[235] week
[170] #rstats
[166] penguins
[99] palmer
[98] 2020
[93] #ggplot2
[88] cedscherer
[87] first

Top Words in Tweet in G3:
[341] #dataviz
[119] data
[63] dataviz
[36] need
[35] #data
[33] #datavis
[28] more
[27] over
[24] visualization
[22] #analytics

Top Words in Tweet in G4:
[150] #dataviz
[82] data
[41] dataviz
[37] first
[32] #ironviz
[25] viz
[22] tableaupublic
[22] design
[22] #makeovermonday
[21] help

Top Words in Tweet in G5:
[197] #climateaction
[197] unfccc
[196] concentrations
[195] delay
[195] heat
[194] trapping
[194] carbon
[194] dioxide
[194] atmosphere
[194] rapidly

Top Words in Tweet in G6:
[129] #dataviz
[120] medal
[117] malofiej
[97] won
[90] medals
[86] silver
[69] bronze
[66] speechless
[56] sciencefocus
[54] fedfragapane

Top Words in Tweet in G7:
[148] milos_agathon
[83] national
[83] settlement
[83] serbia
[75] far
[73] motorway
[73] croatia
[72] macedonia
[70] slovenia
[70] #motorway

Top Words in Tweet in G8:
[148] #dataviz
[140] erictopol
[77] nyt
[76] front
[76] tomorrow
[76] help
[76] quantify
[76] risk
[76] school
[76] reopening

Top Words in Tweet in G9:
[80] #dataviz
[42] colorblindness
[36] design
[35] dataviz
[34] data
[34] using
[33] started
[32] work
[30] abmakulec
[30] haven't

Top Words in Tweet in G10:
[104] favorite
[97] #dataviz
[91] today
[90] wanna
[90] see
[90] pictures
[90] videos
[90] poetry
[90] artwork
[90] well

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[238] #datascience,#dataviz
[227] jamilahmed_16,coursera
[197] delay,#climateaction
[197] concentrations,heat
[196] #artificialintelligence,#machinelearning
[196] unfccc,delay
[196] heat,trapping
[196] trapping,carbon
[196] carbon,dioxide
[196] dioxide,atmosphere

Top Word Pairs in Tweet in G1:
[225] jamilahmed_16,coursera
[202] #datascience,#dataviz
[194] #artificialintelligence,#machinelearning
[179] #ai,#artificialintelligence
[155] #ai,#datascience
[154] #dataviz,#datascientist
[153] #sqlserver,#sql
[141] #sql,#ai
[130] #bigdata,#datascience
[110] coursera,#excel

Top Word Pairs in Tweet in G2:
[138] #tidytuesday,week
[94] palmer,penguins
[83] week,2020
[80] cedscherer,#tidytuesday
[61] first,time
[55] 2020,31
[55] 31,palmer
[55] penguins,back
[55] back,basics
[55] basics,saw

Top Word Pairs in Tweet in G3:
[20] #website,#analysis
[18] over,300
[18] 300,#fiverr
[18] #fiverr,#gigs
[18] #gigs,done
[16] read,#client
[16] #client,#reviews
[16] #reviews,#questions
[15] #dataviz,#analytics
[15] data,visualization

Top Word Pairs in Tweet in G4:
[22] first,#ironviz
[19] data,visualization
[19] raise,awareness
[16] starschemaltd,dataviz
[16] dataviz,team
[16] team,created
[16] created,data
[16] visualization,design
[16] design,guide
[16] guide,serve

Top Word Pairs in Tweet in G5:
[195] delay,#climateaction
[195] concentrations,heat
[194] unfccc,delay
[194] heat,trapping
[194] trapping,carbon
[194] carbon,dioxide
[194] dioxide,atmosphere
[194] atmosphere,rapidly
[193] #climateaction,concentrations
[191] rapidly,risin

Top Word Pairs in Tweet in G6:
[90] medals,malofiej
[85] won,medals
[66] speechless,won
[66] bronze,medal
[54] malofiej,silver
[54] silver,medal
[54] medal,space
[54] space,junk
[54] junk,sciencefocus
[54] sciencefocus,bronze

Top Word Pairs in Tweet in G7:
[72] croatia,macedonia
[72] macedonia,serbia
[71] far,national
[71] national,motorway
[71] motorway,settlement
[71] settlement,croatia
[70] serbia,slovenia
[70] slovenia,#motorway
[70] milos_agathon,far
[32] roma,holocaust

Top Word Pairs in Tweet in G8:
[76] front,tomorrow
[76] tomorrow,nyt
[76] nyt,#dataviz
[76] #dataviz,help
[76] help,quantify
[76] quantify,risk
[76] risk,school
[76] school,reopening
[76] reopening,jamesglanz
[75] erictopol,front

Top Word Pairs in Tweet in G9:
[30] abmakulec,#dataviz
[30] #dataviz,design
[30] design,work
[30] work,haven't
[30] haven't,started
[30] started,using
[30] using,colorblindness
[30] colorblindness,simulator
[30] simulator,highly
[30] highly,recommend

Top Word Pairs in Tweet in G10:
[90] wanna,see
[90] see,favorite
[90] favorite,pictures
[90] pictures,videos
[90] videos,poetry
[90] poetry,artwork
[90] well,music
[73] music,dance
[72] today,wanna
[72] artwork,#dataviz

Top Replied-To
Top Replied-To in Entire Graph:
@vicgovdhhs
@dataviz_
@covidliveau
@comino1996
@pablitopr86
@silla_abrasax
@royba121
@unbe789
@dfreelon
@danicortes97

Top Replied-To in G1:
@silla_abrasax
@spatialagent
@aaronkoelker
@jackharner
@dardzinskiderek

Top Replied-To in G2:
@dfreelon
@sadieryan
@beeboileau
@alexcookson
@jeonghopark
@bac3917
@karim_douieb
@cedscherer

Top Replied-To in G4:
@flerlagekr
@rita44153522
@chrisluv
@data_soul
@dontyna
@visualisingdata
@sahmreviews
@hmason
@mcx83
@adammico1

Top Replied-To in G6:
@eugolucas
@fedfragapane
@albertocairo

Top Replied-To in G7:
@factsbalkan
@otobrglez
@pivanputs

Top Replied-To in G9:
@frankelavsky
@carolinenevitt
@smtology
@saul_johnson15

Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@jamilahmed_16
@unfccc
@milos_agathon
@jadirectivestwt
@erictopol
@malofiej
@tableau
@cedscherer
@datasciencectrl

Top Mentioned in G1:
@kirkdborne
@jamilahmed_16
@jadirectivestwt
@datasciencectrl
@activewizards
@falsesenseofsec
@mikequindazzi
@pydata
@heptagontech
@tableau

Top Mentioned in G2:
@cedscherer
@tableau
@dr_xeo
@lauranavarrosol
@karim_douieb
@ikashnitsky
@beeboileau
@eu_eurostat
@johnmuyskens
@robradburn

Top Mentioned in G3:
@nh_shapiro
@kdrrecruitment
@chi2innovations
@husariamktg

Top Mentioned in G4:
@tableaupublic
@starschemaltd
@ivettalexa
@zachbowders
@jrcopreros
@tableau
@visualisingdata
@jschwabish
@profdrkschulte
@trimydata

Top Mentioned in G5:
@unfccc
@wriclimate
@ccnucc
@infobeautiful
@noaa
@mccandelish
@scottduncanwx
@icenecdev
@iapa_org_au

Top Mentioned in G6:
@malofiej
@sciencefocus
@fedfragapane
@albertocairo
@datavizbr
@nadiehbremer
@rodrigomenegat
@vismaismente
@tiagombp
@viniciussueiro

Top Mentioned in G7:
@milos_agathon
@mapbox
@whats_this_data
@pivanputs
@mapto
@otobrglez
@taraskaduk
@gischatbot
@factsbalkan
@gaurav_bio

Top Mentioned in G8:
@erictopol
@jamesglanz
@mluckovichajc
@peterj_walker
@oecd_stat
@nytgraphics
@covid19tracking
@mathisonian

Top Mentioned in G9:
@abmakulec
@laurenfklein
@kanarinka
@datavisclub
@frankelavsky
@sdbernard
@amycesal
@a11yproject
@janezhgw
@liatrisbian

Top Mentioned in G10:
@blackinneuro
@thiagoarzua
@abcam
@msu_scicomm
@infoconvergence
@tolpastudios

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cowboyscifibot
@javascriptd
@kanekos69
@manchan_sub_acc
@chidambara09
@_redfrog
@aaroncuddeback
@bkindngood
@honeymoongondol

Top Tweeters in G1:
@sectest9
@cowboyscifibot
@javascriptd
@chidambara09
@aaroncuddeback
@iam__network
@thomasclone
@rosenchild
@itknowingness
@taieb_bot

Top Tweeters in G2:
@derekjohnbryant
@nytimes
@entwistletx
@alfisutton
@the_lady_red
@ryryjones
@sanmibor
@rstatstweet
@pacocastanares
@stephaniekays

Top Tweeters in G3:
@biconnections
@riendeberre
@topnewsites
@pearsawfly
@jotatx
@dd_fafa_
@dd_nana_
@tron_age
@jy
@stella_vaskoudi

Top Tweeters in G4:
@corriere
@gak_t12
@starbucks
@carfreitag
@steltenpower
@jbenton
@sahmreviews
@trappedalien
@wavinator
@mandosally

Top Tweeters in G5:
@honeymoongondol
@nilimajumder
@ybreevaart67_63
@olumideidowu
@gezgintrk
@gadflyquebec
@cmarslett
@newsanceandgg
@trudaoceans
@ineeshadvs

Top Tweeters in G6:
@femtech_
@publico
@dwatchnews
@estadao
@globoesportecom
@womencodersbot
@icodesins
@clearmapping
@dnaed_tech
@bob44322940

Top Tweeters in G7:
@chrisbrey1
@_rjardon
@larossa05
@greentechdon
@senhorraposa
@aukefeitsma
@jumalatuoni
@wynandbooysen
@powercutmusic
@haralddoornbos

Top Tweeters in G8:
@bkindngood
@njdoc
@rodneyclaeys
@deepvard
@midusamom
@ygjumi
@yvesmulkers
@celestebyrne3
@brokennotrecord
@syawal

Top Tweeters in G9:
@marketwatch
@dj_mosfett
@wright1000
@oquestao
@nzz
@admiral_baby
@utdfuture
@reg_gen
@kristinhenry
@josephtravers

Top Tweeters in G10:
@ti_enjoli
@bensaunders
@womensciaust
@strixus
@mynameisnotheyu
@tyrenntt
@datgreenmonstah
@olu_gh
@himmapaan
@claudistics