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dataviz OR datavis since:2021-07-19 until:2021-07-26 Twitter NodeXL SNA Map and Report for Monday, 2 (experimental version)
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From:
SMRFoundation
Uploaded on:
July 26, 2021
Short Description:
dataviz OR datavis since:2021-07-19 until:2021-07-26 via NodeXL https://bit.ly/2Wc6pPl
@dashboarddr
@danpriceseattle
@erictopol
@yodaaslan1
@jburnmurdoch
@dr_xeo
@ft
@mroliverbarnes
@lets_boldly_go
@strat_ai

Top hashtags:
#dataviz
#datascience
#python
#rstats
#ai

Description:
Description
The graph represents a network of 5,973 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-07-19 until:2021-07-26", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 26 July 2021 at 09:07 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 56-minute period from Monday, 19 July 2021 at 00:00 UTC to Sunday, 25 July 2021 at 23:56 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 : 5973
Unique Edges : 11475
Edges With Duplicates : 3264
Total Edges : 14739
Number of Edge Types : 5
Retweet : 6369
MentionsInRetweet : 5419
Mentions : 1425
Tweet : 1274
Replies to : 252
Self-Loops : 1346
Reciprocated Vertex Pair Ratio : 0.0138612145889284
Reciprocated Edge Ratio : 0.0273434162180637
Connected Components : 498
Single-Vertex Connected Components : 222
Maximum Vertices in a Connected Component : 4671
Maximum Edges in a Connected Component : 12739
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.993697
Graph Density : 0.000328083879130568
Modularity : 0.67394
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,973 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-07-19 until:2021-07-26", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 26 July 2021 at 09:07 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 56-minute period from Monday, 19 July 2021 at 00:00 UTC to Sunday, 25 July 2021 at 23:56 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 since:2021-07-19 until:2021-07-26
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1036] https://www.ft.com/content/0f11b219-0f1b-420e-8188-6651d1e749ff
[552] https://www.federalreserve.gov/releases/z1/dataviz/dfa/distribute/chart/#quarter:126;series:Net%20worth;demographic:networth;population:1,3,5,7;units:levels;range:1989.3,2021.1
[249] https://github.com/BirkoRuzicka/Star-Trek-Dialogue-Analysis
[158] https://www.datasciencecentral.com/profiles/blogs/free-2-900-page-book-about-pandas
[134] https://github.com/Mike-Honey/covid-19-outbreak-paths#readme
[60] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/
[46] https://github.com/davemlz/spectral
[40] https://awesome-panel.org/
[37] https://github.com/krzjoa/awesome-r-dataviz
[33] https://successanalytics.blogspot.com/

Top URLs in Tweet in G1:
[1010] https://www.ft.com/content/0f11b219-0f1b-420e-8188-6651d1e749ff
[11] https://www.nytimes.com/interactive/2021/07/17/us/delta-variant-us-growth.html
[11] https://outbreak.info/
[6] https://twitter.com/jburnmurdoch/status/1418952154342166539
[1] https://github.com/nalgeon/dataviz
[1] https://www.federalreserve.gov/releases/z1/dataviz/dfa/distribute/chart/#quarter:126;series:Net%20worth;demographic:networth;population:1,3,5,7;units:levels;range:1989.3,2021.1
[1] https://twitter.com/jburnmurdoch/status/1416805533382742020?s=19

Top URLs in Tweet in G2:
[158] https://www.datasciencecentral.com/profiles/blogs/free-2-900-page-book-about-pandas
[60] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/
[40] https://awesome-panel.org/
[33] https://successanalytics.blogspot.com/
[30] https://www.datasciencecentral.com/profiles/blogs/five-graphs-that-show-cause-and-effect
[30] https://github.com/mitchellkrogza/Phishing.Database
[29] https://dy.si/FCeTa
[29] https://blog.nerdjfpb.com/project-ideas-for-python-beginners-to-expert/
[26] https://www.kdnuggets.com/2021/05/charticulator-microsoft-research-data-visualization-platform.html
[26] https://twitter.com/Panel_org/status/1417514055187812358

Top URLs in Tweet in G3:
[550] https://www.federalreserve.gov/releases/z1/dataviz/dfa/distribute/chart/#quarter:126;series:Net%20worth;demographic:networth;population:1,3,5,7;units:levels;range:1989.3,2021.1

Top URLs in Tweet in G4:
[20] https://datajournalism.com/read/blog/data-journalism-good-reasons
[17] https://youtube.com/playlist?list=PLfv89tPxlTiVIrwuSBCISiBaGSH1CJR5-

[17] https://hicetnunc.xyz/objkt/175131
[17] https://hicetnunc.xyz/objkt/175160
[17] https://hicetnunc.xyz/objkt/175172
[17] https://hicetnunc.xyz/objkt/175195
[16] https://github.com/cnicault/tidytuesday
[14] https://observablehq.com/@sandravizmad/100_days_d3_dataviz
[13] https://ec.europa.eu/eurostat/web/products-eurostat-news/-/wdn-20210719-1
[11] https://github.com/nrennie/tidytuesday/tree/main/2021/20-07-2021

Top URLs in Tweet in G5:
[9] https://www.atlanticcouncil.org/cbdctracker/
[8] https://twitter.com/i/status/1416677570364551169
[6] https://www.cedricscherer.com/2021/05/09/contributions-30daychartchallenge-2021/
[6] https://showcase.predictia.es/weather-radials
[5] https://www.reddit.com/r/dataisbeautiful/comments/opmx7a/oc_the_delta_variant_has_become_prevalent_since/
[4] https://www.reddit.com/r/dataisbeautiful/comments/ony7uc/oc_its_a_dogs_life_smaller_breeds_also_have/
[4] https://storymaps.arcgis.com/stories/188e822478cd45dd91da6bbced819341
[3] https://twitter.com/dr_xeo/status/1380113443274039300
[3] https://www.reddit.com/r/dataisbeautiful/comments/on6wx7/oc_new_covid_deaths_and_covid_vaccinations/
[3] https://www.reddit.com/r/dataisbeautiful/comments/onh59a/oc_what_percent_of_the_moon_will_be_visible_every/

Top URLs in Tweet in G6:
[231] https://github.com/BirkoRuzicka/Star-Trek-Dialogue-Analysis
[1] https://fulltimesportsfan.wordpress.com/2021/07/21/tour-de-france-2021-data-doodles-week-3/

Top URLs in Tweet in G7:
[28] https://bryanwhiting.github.io/dsnews/
[7] https://www.economist.com/graphic-detail/2021/03/15/young-people-stand-to-make-dismal-returns-on-their-investments
[7] https://www.economist.com/graphic-detail/2021/04/06/the-imf-boosts-global-growth-forecasts-for-the-second-time-this-year
[7] https://www.economist.com/graphic-detail/tracking-coronavirus-across-the-world
[7] https://www.economist.com/graphic-detail/2021/01/29/why-penalties-are-becoming-more-common-in-elite-football
[5] https://twitto.be
[4] https://twinybots.ch/
[4] https://data.cityofnewyork.us/City-Government/Voting-Poll-Sites-Map/utqd-4534
[3] https://nightingaledvs.com/the-why-the-what-and-the-how-in-datavis/
[3] https://datastori.es/163-svelte-js-for-web-based-dataviz-with-amelia-wattenberger/

Top URLs in Tweet in G8:
[134] https://github.com/Mike-Honey/covid-19-outbreak-paths#readme
[30] https://github.com/Mike-Honey/covid-19-world-vaccinations#readme
[13] https://github.com/Mike-Honey/covid-19-genomes#readme
[9] https://github.com/Mike-Honey/covid-19-au-vaccinations#readme
[8] https://microreact.org/
[5] https://nextstrain.org/
[3] https://outbreak.info/
[3] https://www.ft.com/content/0f11b219-0f1b-420e-8188-6651d1e749ff
[2] https://gephi.wordpress.com/2021/07/19/gephi-road-map-summer-2021/
[2] https://twitter.com/dbRaevn/status/1417023002495963136

Top URLs in Tweet in G9:
[37] https://github.com/davemlz/spectral
[18] https://github.com/davemlz/eemont/blob/master/tutorials/025-Landsat-8-Collection-2.ipynb
[15] https://bluegreenlabs.org/post/map-building-3/
[8] https://community.esri.com/community/gis/applications/operations-dashboard-for-arcgis/blog/2019/03/01/operations-dashboard-for-arcgis-useful-links
[5] https://geoobserver.wordpress.com/2021/07/21/gis-lounge-open-source-web-gis-guide/
[4] http://ow.ly/irng102PtPv?adumkts=social&utm_source=social&aduc=social&adum=external&adusf=twitter&sf_id=7015x000000aYlKAAU&aduca=mi_employee_advocacy_hootsuite_amplify_soc_ex&adut=33b0e5bc-c7bb-46d9-ada4-4d1c583ec438
[3] https://www.visualcapitalist.com/how-u-s-population-has-changed-decade-by-state/?adumkts=social&utm_source=social&aduc=social&adum=external&adusf=twitter&sf_id=7015x000000aYlKAAU&aduca=mi_employee_advocacy_hootsuite_amplify_soc_ex&adut=32286c03-fe19-41ea-8a92-a4d99ae2a990
[3] https://www.esri.com/arcgis-blog/products/esri-maps-office/announcements/whats-new-in-arcgis-for-office-july-2021/
[3] https://twitter.com/EsriPress/status/1418330162769321989
[3] https://eliocamp.github.io/codigo-r/en/2019/01/statistical-metamerism/

Top URLs in Tweet in G10:
[25] https://www.molbiolcell.org/doi/10.1091/mbc.E21-03-0130
[19] https://public.tableau.com/views/TheAgonyofMotherEarth/TheAgonyofMotherEarth
[7] http://www.workout-wednesday.com/pbi-2021-w29/
[7] http://www.workout-wednesday.com/2021w29tab/
[7] https://preppindata.blogspot.com/2021/07/2021-week-29-pd-x-wow-tokyo-2020.html
[3] https://public.tableau.com/app/profile/luke.abraham/viz/SeatsHeldbyWomeninNationalParliamentsandGovernments_16270985165960/SeatsHeldbyWomeninEuropeanParliamentsGovernments
[3] https://public.tableau.com/app/profile/fredfery/viz/GamesoftheIOlympiadSportsVizSundayJuly2021/GamesoftheIOlympiad
[3] https://twitter.com/_Lorna_Brown/status/1417560130586095618
[3] https://public.tableau.com/app/profile/peter.tettey.yamak/viz/Ethnicityisariskfactorforcoviddeaths/Dashboard1?publish=yes
[3] https://public.tableau.com/app/profile/mokwinski/viz/MakeoverMonday21_29-COVID-19MortalityRatesRisk/COVID-19MortalityRatesRisk

Top Domains
Top Domains in Tweet in Entire Graph:
[1048] ft.com
[752] github.com
[605] federalreserve.gov
[493] twitter.com
[193] datasciencecentral.com
[176] bah.com
[141] youtube.com
[118] blogspot.com
[97] creator-spring.com
[93] tableau.com

Top Domains in Tweet in G1:
[1010] ft.com
[11] nytimes.com
[11] outbreak.info
[7] twitter.com
[1] github.com
[1] federalreserve.gov

Top Domains in Tweet in G2:
[192] datasciencecentral.com
[176] bah.com
[99] blogspot.com
[97] creator-spring.com
[87] griddb.net
[84] twitter.com
[75] github.com
[62] youtube.com
[44] awesome-panel.org
[39] kdnuggets.com

Top Domains in Tweet in G3:
[550] federalreserve.gov

Top Domains in Tweet in G4:
[110] github.com
[73] hicetnunc.xyz
[57] twitter.com
[35] youtube.com
[23] datajournalism.com
[21] observablehq.com
[20] datawrapper.de
[13] europa.eu
[12] highcharts.com
[10] reuters.com

Top Domains in Tweet in G5:
[61] reddit.com
[14] twitter.com
[9] atlanticcouncil.org
[6] cedricscherer.com
[6] predictia.es
[4] github.com
[4] arcgis.com
[4] nytimes.com
[3] ft.com
[2] instagram.com

Top Domains in Tweet in G6:
[231] github.com
[1] wordpress.com

Top Domains in Tweet in G7:
[74] twitter.com
[30] github.io
[28] economist.com
[24] cityofnewyork.us
[12] thebubbleboard.com
[10] coviz.org
[9] reddit.com
[8] tableau.com
[6] youtube.com
[5] twitto.be

Top Domains in Tweet in G8:
[187] github.com
[8] microreact.org
[6] twitter.com
[5] nextstrain.org
[3] outbreak.info
[3] ft.com
[2] wordpress.com
[1] tableau.com
[1] bloomberg.com
[1] ourworldindata.org

Top Domains in Tweet in G9:
[56] github.com
[15] bluegreenlabs.org
[15] esri.com
[10] ow.ly
[8] visualcapitalist.com
[7] wordpress.com
[7] twitter.com
[3] github.io
[2] ft.com
[1] scitechdaily.com

Top Domains in Tweet in G10:
[64] tableau.com
[25] molbiolcell.org
[14] workout-wednesday.com
[9] youtube.com
[7] blogspot.com
[4] twitter.com
[3] verigazeteciligi.com
[2] github.com
[2] replug.link
[1] ft.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6552] dataviz
[1845] datascience
[1808] python
[1764] rstats
[1473] ai
[1286] bigdata
[1278] analytics
[1266] coding
[1152] ml
[1120] 100daysofcode



Top Hashtags in Tweet in G1:
[1030] dataviz
[1] datavisualization
[1] rstats
[1] rayrender
[1] rayvertex
[1] bbcr4today
[1] freedomdayuk
[1] staysafe

Top Hashtags in Tweet in G2:
[1935] dataviz
[1540] datascience
[1534] python
[1446] ai
[1243] bigdata
[1234] coding
[1216] analytics
[1131] ml
[1094] 100daysofcode
[1023] rstats

Top Hashtags in Tweet in G4:
[569] dataviz
[246] rstats
[126] tidytuesday
[78] datascience
[69] datajournalism
[44] data
[41] datavisualization
[41] ggplot2
[38] r4ds
[31] ddj

Top Hashtags in Tweet in G5:
[495] dataviz
[279] rstats
[134] climate
[93] gamecharts
[90] baseball
[69] climatecircles
[42] oladecalor
[25] 30daychartchallenge
[24] ggplot2
[20] datavis

Top Hashtags in Tweet in G6:
[234] dataviz
[232] python
[231] startrek
[1] tdf2021
[1] bigdata
[1] datascience
[1] analytics
[1] rstats
[1] ai
[1] reactjs

Top Hashtags in Tweet in G7:
[307] dataviz
[24] datascience
[24] nyc
[22] datavisualization
[21] data
[15] dataanalytics
[13] covid19
[13] analytics
[11] coronavirus
[10] datavis

Top Hashtags in Tweet in G8:
[9] dataviz
[2] sna
[2] graphanalysis
[2] covid19vic
[2] covid19vicdata
[1] weather
[1] climatechange
[1] germanyfloods
[1] chinafloods
[1] heatwave2021

Top Hashtags in Tweet in G9:
[130] dataviz
[84] geospatial
[55] googleearthengine
[55] earthengine
[55] eochat
[55] remotesensing
[42] gis
[37] spectral
[25] visualization
[22] gischat

Top Hashtags in Tweet in G10:
[114] dataviz
[53] tableau
[26] datafam
[20] makeovermonday
[19] movethedate
[15] wow2021
[13] powerbi
[10] preppindata
[10] olympicgames
[9] vizconnect

Top Words
Top Words in Tweet in Entire Graph:
[6818] #dataviz
[2221] trillion
[1984] #datascience
[1876] data
[1859] #python
[1849] #rstats
[1683] wealth
[1540] #ai
[1361] #analytics
[1355] #bigdata

Top Words in Tweet in G1:
[1032] vaccination
[1030] #dataviz
[1021] great
[1018] jburnmurdoch
[1016] full
[1016] age
[1011] ft
[1010] lifesaving
[1010] impact
[1010] log

Top Words in Tweet in G2:
[2157] #dataviz
[1671] #datascience
[1581] #python
[1510] #ai
[1308] #bigdata
[1297] #coding
[1295] #analytics
[1161] #ml
[1141] #100daysofcode
[1135] #machinelearning

Top Words in Tweet in G3:
[2200] trillion
[1650] wealth
[1100] richest
[1100] poorest
[1100] 50
[550] 1991
[550] 2021
[550] 41
[550] trickle
[550] down

Top Words in Tweet in G4:
[579] #dataviz
[252] #rstats
[180] data
[126] #tidytuesday
[90] code
[78] #datascience
[75] dataviz
[73] week
[72] drought
[69] #datajournalism

Top Words in Tweet in G5:
[495] #dataviz
[279] #rstats
[199] europe
[194] mlb
[151] one
[139] day
[135] probability
[135] summer
[134] #climate
[131] climate

Top Words in Tweet in G6:
[693] gender
[234] #dataviz
[232] #python
[231] long
[231] time
[231] getting
[231] study
[231] ratios
[231] star
[231] trek

Top Words in Tweet in G7:
[307] #dataviz
[73] data
[63] more
[39] see
[37] dataviz
[30] source
[29] graphic
[28] detail
[24] #datascience
[24] #nyc

Top Words in Tweet in G8:
[336] dataviz
[271] outbreak
[222] paths
[176] 19
[174] covid
[144] interactive
[142] 2021
[141] current
[140] july
[138] update

Top Words in Tweet in G9:
[132] #dataviz
[84] #geospatial
[74] spectral
[74] indices
[55] hey
[55] #googleearthengine
[55] enthusiasts
[55] #earthengine
[55] #eochat
[55] #remotesensing

Top Words in Tweet in G10:
[117] #dataviz
[54] #tableau
[29] one
[29] data
[28] #datafam
[27] sizes
[27] based
[26] tools
[25] letter
[25] editor

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1104] trillion,poorest
[1104] poorest,50
[1104] 50,trillion
[1104] trillion,wealth
[1047] great,#dataviz
[1038] jburnmurdoch,ft
[1036] lifesaving,impact
[1036] impact,full
[1036] full,vaccination
[1036] vaccination,log

Top Word Pairs in Tweet in G1:
[1011] jburnmurdoch,ft
[1010] lifesaving,impact
[1010] impact,full
[1010] full,vaccination
[1010] vaccination,log
[1010] log,plot
[1010] plot,graph
[1010] graph,age
[1010] age,mroliverbarnes
[1010] mroliverbarnes,jburnmurdoch

Top Word Pairs in Tweet in G2:
[799] #ml,#nlp
[656] #python,#datascience
[648] #100daysofcode,#dataviz
[609] #datascientists,#analytics
[564] #iiot,#ml
[531] #iot,#iiot
[519] #tensorflow,#coding
[498] #bigdata,#rstats
[492] #analytics,#bigdata
[492] #rstats,#ai

Top Word Pairs in Tweet in G3:
[1100] trillion,poorest
[1100] poorest,50
[1100] 50,trillion
[1100] trillion,wealth
[550] wealth,1991
[550] 1991,richest
[550] richest,trillion
[550] wealth,2021
[550] 2021,richest
[550] richest,41

Top Word Pairs in Tweet in G4:
[93] #rstats,#dataviz
[46] #dataviz,#rstats
[32] #dataviz,#datajournalism
[27] last,20
[27] 20,years
[27] years,code
[26] #datascience,#rstats
[24] data,droughtcenter
[24] #dataviz,#datascience
[23] week,30

Top Word Pairs in Tweet in G5:
[140] #rstats,#dataviz
[136] #dataviz,#rstats
[135] probability,summer
[129] one,favourite
[129] favourite,climate
[129] climate,animations
[129] animations,probability
[129] summer,day
[129] day,europe
[129] europe,#dataviz

Top Word Pairs in Tweet in G6:
[231] long,time
[231] time,getting
[231] getting,study
[231] study,gender
[231] gender,ratios
[231] ratios,star
[231] star,trek
[231] trek,series
[231] series,based
[231] based,episode

Top Word Pairs in Tweet in G7:
[28] graphic,detail
[28] detail,#dataviz
[28] #dataviz,see
[28] see,more
[24] source,#nyc
[24] #nyc,#dataviz
[14] map,source
[10] data,visualization
[10] #coronavirus,#stayhome
[10] #stayhome,#dataviz

Top Word Pairs in Tweet in G8:
[174] covid,19
[144] interactive,dataviz
[138] july,2021
[135] outbreak,paths
[134] paths,update
[134] current,covid
[134] 19,outbreak
[98] source,code
[89] outbreak,reff
[87] dataviz,paths

Top Word Pairs in Tweet in G9:
[74] spectral,indices
[55] hey,#googleearthengine
[55] #googleearthengine,enthusiasts
[55] #geospatial,#remotesensing
[37] enthusiasts,compute
[37] compute,spectral
[37] indices,awesome
[37] awesome,ee
[37] ee,spectral
[37] indices,codeeditor

Top Word Pairs in Tweet in G10:
[25] letter,editor
[25] editor,kenny
[25] kenny,schoen
[25] schoen,expand
[25] expand,recent
[25] recent,visualization
[25] visualization,tools
[25] tools,present
[25] present,violin
[25] violin,superplot

Top Replied-To
Top Replied-To in Entire Graph:
@dataviz_szuyu
@strat_ai
@realsci_de
@dr_xeo
@dataviz_trading
@ai_miami
@carbonwoman
@xalambert
@tableau
@palewire

Top Replied-To in G2:
@strat_ai
@ai_miami
@tableau
@gluonnet
@kotakmakan
@voadeewa
@vizford

Top Replied-To in G4:
@realsci_de
@carbonwoman
@nadiehbremer
@eagereyes
@the_claus
@zgjr
@lisacrost
@mirjamlechner
@elijah_meeks
@youtube

Top Replied-To in G5:
@dr_xeo
@cnicault
@a_bagaini

Top Replied-To in G6:
@ryanburge

Top Replied-To in G8:
@erictopol
@dbraevn
@alexharv074
@ben__fisher
@ziadfazel
@oh_come_on_1
@susan_masten
@profesterman
@covid19nz
@drpieterpeach

Top Replied-To in G9:
@geojobegis
@monicalimco
@bluegreen_labs

Top Replied-To in G10:
@contentcontext1
@charlottedobre

Top Mentioned
Top Mentioned in Entire Graph:
@jburnmurdoch
@ft
@mroliverbarnes
@wesmckinn
@mlb
@mlbstats
@tableau
@dbraevn
@panel_org
@philipvollet

Top Mentioned in G1:
@jburnmurdoch
@ft
@mroliverbarnes
@nytgraphics
@laurenleatherby
@amyswalk
@corriere
@ibcs_a
@ohmypy

Top Mentioned in G2:
@wesmckinn
@tableau
@panel_org
@philipvollet
@epa
@datasciencectrl
@projectjupyter
@dhavidearuliah
@holoviews
@kdnuggets

Top Mentioned in G4:
@droughtcenter
@observablehq
@hicetnunc2000
@datawrapper
@youtube
@gijn
@dataviz_catalog
@rosemintzers
@jschwabish
@reutersgraphics

Top Mentioned in G5:
@mlb
@mlbstats
@mantatrust
@saveourseas
@nytimes
@acgeoecon
@cedscherer
@aemet_esp
@ame_asociacion
@aeclim

Top Mentioned in G8:
@dbraevn
@ourworldindata
@covidliveau
@jburnmurdoch
@mroliverbarnes
@ft
@gephi
@ajamjm
@nswhealth

Top Mentioned in G9:
@esri
@esrislgov
@arcgisapps
@esrifederalgovt
@esritraining
@gislounge
@jlembury234
@msexcel
@microsoft
@mspowerbi

Top Mentioned in G10:
@tableaupublic
@_lorna_brown
@tableau
@annujackson
@itscandram
@lukestanke
@hipstervizninja
@mmarie
@dataveld
@jsbaucke

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@hrblock_21
@chidambara09
@federicoalves
@mattmurph24
@geoffrey_payne
@femtech_
@xaelbot
@inabster

Top Tweeters in G1:
@federicoalves
@mattmurph24
@geoffrey_payne
@inabster
@faby_nava77
@meruemgi
@lizditz
@menabster
@nonvitaltooth
@cc3_3

Top Tweeters in G2:
@sectest9
@cybersec_feeds
@hrblock_21
@chidambara09
@femtech_
@xaelbot
@codedailybot
@cybersecurityn8
@csa_dvillamizar
@100xcode

Top Tweeters in G3:
@geegeebythesea
@purplegarter1
@60sparkle
@alwaysthinkhow
@vdhiman_89
@weirmb
@nshrubs
@elisha1022
@sharon59
@sprbrighting

Top Tweeters in G4:
@billm9
@httweets
@business
@vedatsamur
@ricardo_ik_ahau
@ayirpelle
@kalkua1
@caleeuropaedic
@thetimes
@cornubiageol

Top Tweeters in G5:
@chrisbrey1
@wildwalkerwoman
@mjdelrio
@adekleine
@mr_spock
@nytimes
@demiurgotuiter
@johnjonny1
@sdreyse
@conjja

Top Tweeters in G6:
@shadyspotlight
@medmouad
@ilarose
@strebormt
@drmel_t
@trickymindful
@loganbonner
@tomi_tapio
@capt_dildo
@airminded

Top Tweeters in G7:
@biconnections
@techjunkiejh
@fernandezpm
@alexisolivo
@lucian2drei
@psychemedia
@rimwellc
@bobehayes
@rfoxfire
@sajidmirza

Top Tweeters in G8:
@markplackett1
@hln_be
@corona_ssyt
@noname_8
@bobduff1
@kate_eviva
@judetomyfriends
@spudbenbean
@scepticalaussie
@vikkik88

Top Tweeters in G9:
@office
@publichealthmap
@mdsumner
@msexcel
@techinjektion
@censuspk
@bzgeo
@nicagis
@aleattorium
@smartcitiesfeed

Top Tweeters in G10:
@dataaugmented
@pink1963dsw
@trappedalien
@natgeo
@bla_kay
@karaky_ali
@sarahlovesdata
@vegasazure
@attilabatorfy
@tate


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