#dataviz, Twitter, 5/20/2019 6:16:38 PM, 197438


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#dataviz Twitter NodeXL SNA Map and Report for Monday, 20 May 2019 at 13:34 UTC
#dataviz Twitter NodeXL SNA Map and Report for Monday, 20 May 2019 at 13:34 UTC
From:
SMRFoundation
Uploaded on:
May 20, 2019
Short Description:
#dataviz via NodeXL http://bit.ly/2HJhbSx
@neilrkaye
@rovio_red
@gamergeeknews
@billgates
@dataandme
@simongerman600
@anttilip
@maartenzam
@dagh
@randal_olson

Top hashtags:
#dataviz
#datascience
#ai
#bigdata
#analytics
#machinelearning
#iot
#bi
#ml
#sql

Description:
Description
The graph represents a network of 7,729 Twitter users whose recent tweets contained "#dataviz", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Monday, 20 May 2019 at 14:28 UTC.

The tweets in the network were tweeted over the 8-day, 15-hour, 55-minute period from Saturday, 11 May 2019 at 21:35 UTC to Monday, 20 May 2019 at 13:30 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 : 7729
Unique Edges : 12772
Edges With Duplicates : 3931
Total Edges : 16703
Number of Edge Types : 4
Retweet : 7481
Mentions : 7360
Tweet : 1705
Replies to : 157
Self-Loops : 1787
Reciprocated Vertex Pair Ratio : 0.0220605491668622
Reciprocated Edge Ratio : 0.0431687715269805
Connected Components : 657
Single-Vertex Connected Components : 303
Maximum Vertices in a Connected Component : 6128
Maximum Edges in a Connected Component : 14516
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.603624
Graph Density : 0.000218735359045428
Modularity : 0.704589
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[79] https://www.reddit.com/r/dataisbeautiful/comments/bo8ryq/feature_trends_of_billboard_top_200_tracks/
[51] https://www.jadirectives.com/best-sql-certification-training-courses-online/
[50] https://phishstats.info/
[47] https://www.data-to-viz.com/
[44] https://fabiandinklage.com/projects/gender-equality/
[41] https://www.datavizualization.datasciencecentral.com/blog/7-visualizations-you-should-learn-in-r
[41] https://www.jadirectives.com/best-data-science-certification-degree-course/
[40] https://www.jadirectives.com/best-python-tutorial-online/
[38] https://www.jadirectives.com/best-development-courses-online/
[37] https://www.jadirectives.com/review-of-deep-learning-a-z-hands-on-artificial-neural-networks/

Top URLs in Tweet in G1:
[4] http://worldclim.org/version2
[2] https://twitter.com/robbie_andrew/status/1129667484527804418
[2] https://twitter.com/neilrkaye/status/1129347990777413632
[1] https://www.washingtoncitypaper.com/arts/museums-galleries/article/21067959/visualizing-fugazi-at-lost-origins-gallery-reviewed

Top URLs in Tweet in G2:
[44] https://www.data-to-viz.com/
[11] https://www.jadirectives.com/review-of-deep-learning-a-z-hands-on-artificial-neural-networks/
[7] https://www.datasciencecentral.com/profiles/blogs/making-maps-to-visualize-census-data
[6] https://www.r-graph-gallery.com/all-graphs/
[6] https://distill.pub/2019/visual-exploration-gaussian-processes/
[5] https://link.medium.com/XSHIGBGrIW
[5] https://www.sportscidata.com/2019/04/26/how-to-create-reports-in-r-markdown-shiny-app-calendar-heatmap/?utm_source=missinglettr-twitter&utm_medium=social_link&utm_campaign=how-to-create-reports-in-r-markdown-iv-shiny-app-calendar-heatmap
[5] https://www.sportscidata.com/2019/03/06/how-to-create-battery-and-gauge-charts-in-r-with-ggplot/
[5] https://twitter.com/chrisprener/status/1130176728444354568
[5] https://blog.cpsievert.me/2019/04/01/announcing-my-new-book-interactive-web-based-data-visualization-with-r-plotly-and-shiny/

Top URLs in Tweet in G3:
[49] https://www.jadirectives.com/best-sql-certification-training-courses-online/
[40] https://www.jadirectives.com/best-data-science-certification-degree-course/
[40] https://www.jadirectives.com/best-python-tutorial-online/
[38] https://www.jadirectives.com/best-development-courses-online/
[34] https://www.jadirectives.com/best-business-intelligence-certification-online/#17_Cloud_Business_Intelligence_The_Big_Picture
[34] https://www.jadirectives.com/best-business-intelligence-certification-online/
[34] https://www.datavizualization.datasciencecentral.com/blog/7-visualizations-you-should-learn-in-r
[29] https://www.jadirectives.com/best-business-intelligence-certification-online/#34_Learn_SSRS_SQL_Reporting_Business_Intelligence_Essentials
[28] https://www.jadirectives.com/best-business-intelligence-certification-online/#34_Excel_to_MySQL_Analytic_Techniques_for_Business_Specialization
[25] https://www.jadirectives.com/best-business-intelligence-certification-online/#14_Accounting_Analytics

Top URLs in Tweet in G4:
[10] http://jkunst.com/blog/posts/2019-02-04-using-tooltips-in-unexpected-ways/
[6] https://understandrisk.org/vizrisk?CID=CCG_TT_GFDRR_EN_EXT_vizrisk2019
[6] https://understandrisk.org/vizrisk/
[5] https://www.datavizualization.datasciencecentral.com/blog/7-visualizations-you-should-learn-in-r
[5] https://twitter.com/ladatamx/status/1129125867387596800
[5] https://medium.com/vizzuality-blog/visualising-2018-tree-cover-loss-with-global-forest-watch-ffbd71ef07be?source=friends_link&sk=95a789f47680e63b9646cad4e2022e19
[4] https://flourish.studio/2019/05/17/game-of-thrones-data-maps-visualisation/
[4] https://www.isdscotland.org/
[3] https://careers.staples.com/ShowJob/Id/613219/Data-Visualization-Designer/
[3] https://www.r-graph-gallery.com/all-graphs/

Top URLs in Tweet in G5:
[25] http://tweetedtimes.com/v/1229
[24] http://tweetedtimes.com/v/1228
[13] https://googletrends.github.io/eurosearch-19/
[10] https://numfocus.salsalabs.org/subscribe/
[9] http://hdr.undp.org/en/data-visualization-challenge-2019
[8] https://projects.fivethirtyeight.com/republicans-democrats-cities/
[8] https://www.meetup.com/pro/pydata/
[7] https://numfocus.org/membership
[7] https://sandrarendgen.wordpress.com/2019/05/15/interactive-leonardos-codex-atlanticus-the-visual-agency-2/amp/
[7] http://www.infocaptor.com/dashboard/how-to-use-sql-to-build-dashboard

Top URLs in Tweet in G6:
[44] https://fabiandinklage.com/projects/gender-equality/
[29] https://datapix.in/projects/rhino_poaching/rhino_poaching.html
[15] http://www.sdfanalytics.com/subscribe-dd/
[9] http://bit.ly/2JI3h5I
[9] https://vizification.com/2019/05/best-of-the-week-may-5-2019
[7] https://vizification.com/2019/05/best-of-the-week-may-12-2019
[6] https://public.tableau.com/profile/ash.s.#!/vizhome/TheDramaticRiseofRhinoPoaching/RiseofRhinoPoaching?publish=yes
[4] https://www.datasciencecentral.com/video/dsc-webinar-series-advanced-mapping-with-tableau
[4] https://www.datasciencecentral.com/profiles/blogs/data-science-learning-path-for-complete-beginner
[3] https://interworks.com/blog/kallenspach/2019/04/09/save-the-sea-otters-data-viz/

Top URLs in Tweet in G7:
[13] https://www.fastcompany.com/90347782/the-humble-receipt-gets-a-brilliant-redesign
[10] https://twitter.com/MontgomerySue/status/1128092422314123265
[3] https://mosrcanada.home.blog/
[2] https://twitter.com/BillGates/status/1127264908758929408
[2] https://twitter.com/lizardbill/status/1127005323636686848
[2] https://adsonair.withgoogle.com/events/marketinglive?talk=day2-general-talk5?utm_medium%3Dsocial&utm_source=GA&utm_team=events-us&utm_campaign=201903-marketing-live-2019&linkId=67334631
[2] https://twitter.com/randal_olson/status/1128296857531244544
[2] https://twitter.com/goldengateblond/status/1128441288070660097
[2] https://www.visualscript.com/examples/Jira-issue-dependency-visualization.htm?utm_source=facebook.com&utm_medium=social&utm_campaign=VS-Examples&utm_content=issue-dependency
[2] https://publications.europa.eu/en/eudataviz

Top URLs in Tweet in G8:
[2] https://ourworldindata.org/global-population-pyramid?linkId=67260776
[1] https://t.co/uvx1gFL7pu

Top URLs in Tweet in G9:
[1] https://www.flickr.com/photo.gne?short=TKmSFS
[1] https://www.flickr.com/photo.gne?short=W3wPeE
[1] https://www.flickr.com/photo.gne?short=293M1oa
[1] https://www.flickr.com/photo.gne?short=2eFfBVS
[1] https://www.anychart.com/blog/2019/05/07/anychart-qlik-technology-partner-36-chart-types-qlik-sense-extensions/
[1] https://www.anychart.com/blog/2019/05/15/js-charts-library-anychart-8-6-0-timeline-network-graph/
[1] https://www.anychart.com/blog/2019/05/17/graphics-visualizations-immigration-elections-pitchers-salinity/

Top URLs in Tweet in G10:
[67] https://www.reddit.com/r/dataisbeautiful/comments/bo8ryq/feature_trends_of_billboard_top_200_tracks/
[14] https://www.reddit.com/r/dataisbeautiful/comments/bnbc18/walking_distance_to_the_nearest_pub_oc/
[3] https://www.reddit.com/r/dataisbeautiful/comments/azjti7/leonardo_dicaprio_refuses_to_date_a_woman_over_25/
[3] https://fivethirtyeight.com/features/how-mapping-shots-in-the-nba-changed-it-forever/?utm_campaign=Data_Elixir&utm_medium=social
[2] https://www.reddit.com/r/dataisbeautiful/comments/bmgkfu/oc_the_downfall_of_game_of_thrones_ratings/
[2] https://www.reddit.com/r/dataisbeautiful/comments/8hys9k/the_city_is_alive_the_population_of_manhattan/
[2] https://github.com/zonination/perceptions
[2] https://www.reddit.com/r/dataisbeautiful/comments/bgf3ye/oc_franchise_earnings_comparison_over_20_years/
[2] https://www.reddit.com/r/dataisbeautiful/comments/ble5y7/30_years_of_the_music_industry_visualised_oc/
[2] https://www.reddit.com/r/dataisbeautiful/comments/bhkxsm/measles_cases_in_the_usa_1944present_oc/

Top Domains
Top Domains in Tweet in Entire Graph:
[520] jadirectives.com
[511] twitter.com
[199] reddit.com
[132] datasciencecentral.com
[76] tableau.com
[67] medium.com
[50] dy.si
[50] phishstats.info
[50] tweetedtimes.com
[48] data-to-viz.com

Top Domains in Tweet in G1:
[4] worldclim.org
[4] twitter.com
[1] washingtoncitypaper.com

Top Domains in Tweet in G2:
[44] data-to-viz.com
[17] sportscidata.com
[13] twitter.com
[11] github.com
[11] jadirectives.com
[9] medium.com
[9] datasciencecentral.com
[6] jkunst.com
[6] r-graph-gallery.com
[6] distill.pub

Top Domains in Tweet in G3:
[492] jadirectives.com
[103] datasciencecentral.com
[43] twitter.com
[33] raconteur.net
[33] quid.com
[31] co.uk
[26] unity3d.com
[22] r-graph-gallery.com
[18] engadget.com
[17] reuters.com

Top Domains in Tweet in G4:
[39] twitter.com
[13] understandrisk.org
[10] jkunst.com
[10] medium.com
[9] datasciencecentral.com
[6] flourish.studio
[6] sociamonials.com
[5] jadirectives.com
[5] isdscotland.org
[4] economist.com

Top Domains in Tweet in G5:
[49] tweetedtimes.com
[46] twitter.com
[17] github.io
[16] infocaptor.com
[10] dy.si
[10] salsalabs.org
[9] sas.com
[9] wordpress.com
[9] undp.org
[8] jmp.com

Top Domains in Tweet in G6:
[57] tableau.com
[44] fabiandinklage.com
[33] twitter.com
[29] datapix.in
[16] vizification.com
[16] sdfanalytics.com
[12] jadirectives.com
[12] bit.ly
[11] datasciencecentral.com
[8] nuzzel.com

Top Domains in Tweet in G7:
[92] twitter.com
[17] fastcompany.com
[10] dy.si
[6] youtube.com
[6] instagram.com
[6] medium.com
[5] linkedin.com
[5] bit.ly
[5] dailyinfographic.com
[4] reddit.com

Top Domains in Tweet in G8:
[2] ourworldindata.org
[1] t.co

Top Domains in Tweet in G9:
[4] flickr.com
[3] anychart.com

Top Domains in Tweet in G10:
[99] reddit.com
[3] observablehq.com
[3] twitter.com
[3] fivethirtyeight.com
[2] github.com
[2] thefunctionalart.com
[2] azavea.com
[2] informationisbeautiful.net
[2] biorxiv.org
[1] aag.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4860] dataviz
[882] datascience
[851] ai
[700] bigdata
[509] analytics
[409] machinelearning
[386] iot
[358] bi
[348] ml
[327] sql



Top Hashtags in Tweet in G1:
[200] animation
[22] dataviz
[5] climatechange
[3] globalwarming
[3] climateviz
[2] tidytuesday
[2] nobelprize
[2] mentalhealthawarnessweek
[2] climatebreakdown
[1] europeanunion

Top Hashtags in Tweet in G2:
[278] ggplot2
[191] rstats
[162] dataviz
[71] tidytuesday
[29] datascience
[21] ggplot
[19] tidyverse
[16] datasci
[13] statistics
[13] datosdemiercoles

Top Hashtags in Tweet in G3:
[789] ai
[737] dataviz
[699] datascience
[589] bigdata
[359] iot
[353] machinelearning
[329] bi
[327] ml
[319] analytics
[301] sql

Top Hashtags in Tweet in G4:
[384] dataviz
[60] vizrisk
[28] data
[27] thepolicyvizpodcast
[19] tidytuesday
[19] bigdata
[19] monochrome
[18] maps
[17] swdlive
[16] ddj

Top Hashtags in Tweet in G5:
[421] dataviz
[33] datavisualization
[31] datascience
[28] pydata
[25] analytics
[22] data
[22] inequality
[21] opendata
[20] visualization
[17] opensource

Top Hashtags in Tweet in G6:
[438] dataviz
[118] tableau
[98] makeovermonday
[32] datascience
[29] d3
[25] data
[23] bigdata
[20] datavisualization
[20] girlsplusdata
[19] girlsinstem

Top Hashtags in Tweet in G7:
[391] dataviz
[33] analytics
[27] data
[22] datavisualization
[19] datascience
[13] bigdata
[12] ai
[11] datavis
[11] ieeevis
[11] siggraph

Top Hashtags in Tweet in G8:
[296] dataviz
[1] globalpopulation
[1] health
[1] education
[1] growth
[1] innovation
[1] bop

Top Hashtags in Tweet in G9:
[181] climate
[178] europeanunion
[178] eu
[24] dataviz
[9] temperature
[9] gistemp
[5] climatechange
[4] data
[3] globalwarming
[3] javascript

Top Hashtags in Tweet in G10:
[157] dataviz
[69] music
[16] retirement
[16] babyboomers
[14] chi2019
[7] minnesota
[4] d3js
[4] netviz
[4] visualization
[3] excel

Top Words
Top Words in Tweet in Entire Graph:
[6936] Words in Sentiment List#1: Positive
[2372] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Your list of keywords
[284690] Non-categorized Words
[293998] Total Words
[10900] #dataviz
[3997] more
[2472] 1751
[2335] co
[2305] emissions

Top Words in Tweet in G1:
[3206] more
[2451] #dataviz
[2409] 1751
[2233] emissions
[2212] co
[2142] 30
[1838] #climatechange
[1716] million
[1716] tonnes
[1665] global

Top Words in Tweet in G2:
[805] #dataviz
[709] #rstats
[335] #ggplot2
[324] #tidytuesday
[318] #tidyverse
[285] #r4ds
[267] know
[266] thanks
[263] rstudio
[262] first

Top Words in Tweet in G3:
[1923] #dataviz
[1239] #bigdata
[1084] #ai
[1040] #datascience
[935] #analytics
[926] #ml
[833] #iot
[699] #dl
[611] #business
[581] #bi

Top Words in Tweet in G4:
[576] #dataviz
[152] more
[138] amp
[109] learn
[105] datavizsociety
[95] join
[94] risk
[93] challenge
[90] #vizrisk
[90] disaster

Top Words in Tweet in G5:
[564] #dataviz
[172] data
[114] amp
[104] more
[84] visualization
[56] #datascience
[54] see
[50] challenge
[48] #datavisualization
[47] #pydata

Top Words in Tweet in G6:
[645] #dataviz
[191] #tableau
[180] data
[141] tableau
[102] #makeovermonday
[101] week
[85] vizwizbi
[84] viz
[79] tableaupublic
[75] trimydata

Top Words in Tweet in G7:
[392] #dataviz
[77] data
[33] #analytics
[31] more
[27] #data
[24] amp
[22] #datavisualization
[19] #datascience
[18] great
[17] using

Top Words in Tweet in G8:
[592] pyramid
[296] fascinating
[296] #dataviz
[296] looks
[296] changing
[296] right
[296] investments
[296] young
[296] people
[296] bottom

Top Words in Tweet in G9:
[237] #dataviz
[216] #climatechange
[190] 1900
[190] #climate
[189] anomalies
[189] country
[188] average
[188] maximum
[188] minimum
[188] #climateviz

Top Words in Tweet in G10:
[189] #dataviz
[69] #music
[67] trends
[67] features
[67] billboard
[67] top
[67] 200
[67] 1963
[67] 2018
[25] map

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1896] #dataviz,#climatechange
[1758] million,tonnes
[1682] co,emissions
[1682] emissions,1751
[1097] more,30
[1096] global,fossil
[1096] fossil,fuel
[1096] fuel,co
[1096] 1751,occurred
[1096] occurred,lifetime

Top Word Pairs in Tweet in G1:
[1837] #dataviz,#climatechange
[1716] million,tonnes
[1640] co,emissions
[1640] emissions,1751
[1068] percentage,global
[1068] global,fossil
[1068] fossil,fuel
[1068] fuel,co
[1068] 1751,occurred
[1068] occurred,lifetime

Top Word Pairs in Tweet in G2:
[259] #tidytuesday,#r4ds
[256] evolution,ggplot
[254] friday,know
[254] know,train
[254] train,#ggplot2
[254] #ggplot2,skills
[254] skills,first
[254] first,blog
[254] blog,evolution
[254] ggplot,ep

Top Word Pairs in Tweet in G3:
[421] #dataanalytics,#dataviz
[409] #ml,#dl
[379] #datascience,#datascientist
[371] #analytics,#dataanalytics
[363] gt,gt
[359] #bigdata,#analytics
[344] #dataviz,#ml
[324] #ai,#datascience
[303] #dataviz,#bigdata
[286] #sqlserver,#sql

Top Word Pairs in Tweet in G4:
[90] disaster,risk
[82] learn,more
[60] mapbox,datavizsociety
[49] help,people
[49] understand,communicate
[49] communicate,disaster
[49] gfdrr,mapbox
[47] people,understand
[47] worldbank,gfdrr
[41] #vizrisk,challenge

Top Word Pairs in Tweet in G5:
[42] see,more
[38] data,visualization
[34] #machinelearning,#dataviz
[34] #dataviz,#openscience
[34] #openscience,#opendata
[33] #dataviz,news
[32] #pydata,#julialang
[29] #python,#pydata
[25] #opendata,#opensource
[24] judges,hdrundp

Top Word Pairs in Tweet in G6:
[65] rhino,poaching
[58] #tableau,#dataviz
[52] week,20
[49] south,africa
[44] #dataviz,gender
[44] based,data
[43] made,#dataviz
[43] gender,politics
[43] politics,find
[43] find,countries

Top Word Pairs in Tweet in G7:
[9] #datavisualization,#dataviz
[9] #dataviz,#datascience
[9] #dataviz,#datavis
[8] data,visualisation
[8] rise,#cloud
[8] #cloud,based
[8] based,team
[8] team,centric
[8] centric,performance
[8] performance,management

Top Word Pairs in Tweet in G8:
[296] fascinating,#dataviz
[296] #dataviz,looks
[296] pyramid,changing
[296] changing,right
[296] right,investments
[296] young,people
[296] people,bottom
[296] bottom,pyramid
[296] pyramid,drive
[296] drive,tremendous

Top Word Pairs in Tweet in G9:
[190] #climate,#climatechange
[188] average,maximum
[188] maximum,minimum
[188] #dataviz,#climateviz
[183] #climatechange,#dataviz
[180] temperature,anomalies
[178] minimum,temperature
[178] anomalies,country
[178] country,#europeanunion
[178] #europeanunion,years

Top Word Pairs in Tweet in G10:
[67] trends,#music
[67] #music,features
[67] features,billboard
[67] billboard,top
[67] top,200
[67] 200,1963
[67] 1963,2018
[67] 2018,#dataviz
[16] different,generations
[16] generations,plan

Top Replied-To
Top Replied-To in Entire Graph:
@oracleanalytics
@jpvsilva88
@cq94
@samhorwich
@popovichn
@activeviam
@tacosdedatos
@philninh
@albertocairo
@googletrends

Top Replied-To in G1:
@350

Top Replied-To in G2:
@samhorwich
@cillizzacnn
@tpain
@jraliperti
@hipstervizninja
@gpavolini
@wsj
@ducciorocchini
@cedscherer

Top Replied-To in G3:
@activeviam
@mcah77

Top Replied-To in G4:
@tacosdedatos
@helenamaitland
@movebankteam
@philninh
@sophiewarnes
@conabio
@moaimx
@jschwabish
@benteka
@filwd

Top Replied-To in G5:
@albertocairo
@mmarie
@whyboris
@naspert

Top Replied-To in G6:
@hanykowska
@infobeautiful
@girlsanddata
@hipstervizninja
@lddurbin
@genetis
@infoaperture
@acotgreave
@weimer_blake
@thoang1000

Top Replied-To in G9:
@brian_booden
@anttilip

Top Replied-To in G10:
@skinnamarieke
@riklomas
@philipgravel

Top Mentioned
Top Mentioned in Entire Graph:
@r4dscommunity
@rstudio
@dataandme
@ansonmccade
@tableau
@datavizsociety
@gfdrr
@vizwizbi
@fisher85m
@tableaupublic

Top Mentioned in G1:
@gretathunberg

Top Mentioned in G2:
@rstudio
@r4dscommunity
@dataandme
@r_graph_gallery
@cpsievert
@hrbrmstr
@aosmith16
@r_by_ryo
@paulcampbell91
@datawookie

Top Mentioned in G3:
@ansonmccade
@fisher85m
@antgrasso
@mikequindazzi
@datasciencectrl
@richardeudes
@rwang0
@simonlporter

Top Mentioned in G4:
@datavizsociety
@gfdrr
@mapbox
@worldbank
@understandrisk
@ladatamx
@clauswilke
@f_l_o_u_r_i_s_h
@r4dscommunity
@plotlygraphs

Top Mentioned in G5:
@hdrundp
@nadiehbremer
@albertocairo
@maxcroser
@sebmaje
@maartenzam
@msjenoo
@ourworldindata
@thevisualagency
@googlenewsinit

Top Mentioned in G6:
@tableau
@vizwizbi
@tableaupublic
@trimydata
@undata
@highvizability
@zendolldata
@kizley
@thegardenus
@sparsonsdataviz

Top Mentioned in G7:
@topfreebooks

Top Mentioned in G8:
@billgates
@ourworldindata

Top Mentioned in G9:
@qlik
@boblevy8
@edwardtufte
@carlhunt3rict
@tsgltd

Top Mentioned in G10:
@observablehq
@sig_chi
@d3js_org
@bokehplots
@fivethirtyeight
@hayleefaylee
@ciceroapi
@grittynhl
@datajawn
@randal_olson

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@javascriptd
@loupo85
@nosqldigest
@indiegamedevguy
@mithu796311
@tacobell
@gamergeeknews
@aroon_dani
@chidambara09

Top Tweeters in G1:
@msmwatchdog2013
@markplackett1
@daveyk317
@dmvecinal
@knittingknots
@keithmfitz
@suestroud
@barkymalarkey1
@bruce_arthur
@n0nserv1am

Top Tweeters in G2:
@bbcnews
@wsj
@cillizzacnn
@cristrinaranjus
@brookingsinst
@hrbrmstr
@surt_lab
@babylouie75
@dd_fafa_
@beardedcrank

Top Tweeters in G3:
@sectest9
@javascriptd
@nosqldigest
@indiegamedevguy
@chidambara09
@fintechna
@aaroncuddeback
@business
@game_devbot
@biconnections

Top Tweeters in G4:
@com1cbooks
@olumideidowu
@dpd_uk
@eurosport_uk
@xniyi
@baconbkk
@nordicgeo
@worldcitizen1st
@asheepie
@topstartupsusa

Top Tweeters in G5:
@mithu796311
@abnamro
@baltimoresun
@republic
@bagaluesunab
@dragonslynn1981
@gilbertoleon
@_open_science_
@delldracula
@distant_wisdom

Top Tweeters in G6:
@gamergeeknews
@wwf
@nba
@nembotavy_0101
@guardianus
@bucks
@indeadline
@canva
@drsinbin
@austinkleon

Top Tweeters in G7:
@andysugs
@annaercilla
@davynegi
@creativeblock_
@docprogrammer
@dolocaldigital
@joseph_santoro
@iridetrek
@jianinap
@euscicomm

Top Tweeters in G8:
@aroon_dani
@news365247live
@aviationsteve
@techjunkiejh
@cidadania_news
@elkequedejoe
@harishchand314
@jimprall
@justindlong
@smarmyeod

Top Tweeters in G9:
@themainstand
@sincerely_steff
@boleadorcharrua
@geo_risk
@dambro_d
@vparrillaaixela
@remiromi1
@edchateu
@alexzan87
@angelofallico

Top Tweeters in G10:
@threadreaderapp
@beccanalia
@kamromero
@johnthejack
@fivethirtyeight
@iortizgascon
@joshfuller124
@sebastianreyese
@moissprieto
@loveof74