dataviz OR datavis since:2022-10-31 until:2022-11-07, Twitter, 11/7/2022 12:44:21 PM, 284342


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dataviz OR datavis since:2022-10-31 until:2022-11-07 Twitter NodeXL SNA Map and Report for Monday, 0
dataviz OR datavis since:2022-10-31 until:2022-11-07 Twitter NodeXL SNA Map and Report for Monday, 0
From:
SMRFoundation
Uploaded on:
November 07, 2022
Short Description:
dataviz OR datavis since:2022-10-31 until:2022-11-07 via NodeXL https://bit.ly/3EiHPQJ
@rosanaferrero
@dashboarddr
@samiasab90
@o_fabriciosouza
@simongerman600
@pythonmaps
@rstatstweet
@milos_agathon
@datasciencebot_
@matplotlib

Top hashtags:
#dataviz
#python
#ai

Description:
Description
The graph represents a network of 5,230 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-10-31 until:2022-11-07", 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, 07 November 2022 at 12:37 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 43-minute period from Monday, 31 October 2022 at 00:01 UTC to Sunday, 06 November 2022 at 23:44 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 : 5230
Unique Edges : 8316
Edges With Duplicates : 7961
Total Edges : 16277
Number of Edge Types : 5
Retweet : 7684
MentionsInRetweet : 5149
Mentions : 1926
Replies to : 393
Tweet : 1125
Self-Loops : 1330
Reciprocated Vertex Pair Ratio : 0.0181737094436392
Reciprocated Edge Ratio : 0.0356986421375383
Connected Components : 461
Single-Vertex Connected Components : 193
Maximum Vertices in a Connected Component : 3815
Maximum Edges in a Connected Component : 13981
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.477637
Graph Density : 0.000333922414596929
Modularity : 0.50623
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 5,230 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-10-31 until:2022-11-07", 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, 07 November 2022 at 12:37 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 43-minute period from Monday, 31 October 2022 at 00:01 UTC to Sunday, 06 November 2022 at 23:44 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:2022-10-31 until:2022-11-07
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:
[324] https://wilkelab.org/SDS375/schedule.html
[324] https://clauswilke.com/dataviz
[151] https://infonewt.com/percentages
[150] https://glowy-earthquakes.glitch.me/?adumkts=social&aduc=social&adum=external&aduca=social_technical&adusf=linkedin&adut=3d76a431-1519-4725-b169-939f5120340f
[125] https://www.youtube.com/watch?v=BcMeaaGRaQY&feature=youtu.be

[102] https://yabellini.github.io/fromSpreadSheetToR/index.html
[90] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/
[84] https://twitter.com/akdubz53/status/1480746622468427778
[81] https://github.com/AbdoulMa/30DayMapChallenge/tree/main/Day2
[68] https://cran.r-project.org/web/packages/editData/readme/README.html

Top URLs in Tweet in G1:
[295] https://wilkelab.org/SDS375/schedule.html
[295] https://clauswilke.com/dataviz
[134] https://infonewt.com/percentages
[96] https://yabellini.github.io/fromSpreadSheetToR/index.html
[64] https://cran.r-project.org/web/packages/editData/readme/README.html
[42] https://www.cedricscherer.com/2019/05/17/the-evolution-of-a-ggplot-ep.-1/
[36] https://www.lennysnewsletter.com/p/mission-vision-strategy-goals-roadmap?r=159d3&utm_campaign=post&utm_medium=email
[31] https://es.r4ds.hadley.nz/
[31] https://posit.co/
[29] https://www.maximaformacion.es/blog-dat/las-empresas-necesitan-cientificos-de-datos/

Top URLs in Tweet in G2:
[67] https://github.com/AbdoulMa/30DayMapChallenge/tree/main/Day2
[25] https://github.com/tashapiro/horror-movies
[25] https://gist.github.com/marcosci/ce0d7739a11a77a930c7c2072d0c74ee
[21] https://milospopovic.net/map-africa-using-osm-data/
[20] https://dashboarddesignpatterns.github.io/
[19] https://github.com/filmicaesthetic/a-tale-of-two-parties
[15] https://www.kdnuggets.com/2022/11/30-resources-mastering-data-visualization.html
[13] https://github.com/Fgazzelloni/TidyTuesday/tree/main/data/2022
[12] https://github.com/rfordatascience/tidytuesday/blob/master/README.md
[10] https://twitter.com/milos_agathon/status/1588565316648329217

Top URLs in Tweet in G3:
[116] https://www.youtube.com/watch?v=BcMeaaGRaQY&feature=youtu.be

[82] https://twitter.com/akdubz53/status/1480746622468427778
[55] https://twitter.com/GalaxyKiiara/status/1445113424401342465
[47] https://www.youtube.com/watch?v=Sugx1d5yPAk&feature=youtu.be

[41] https://twitter.com/WeAreMarahall/status/1478750059953106947
[38] https://twitter.com/igetabitshady/status/1588652180286111745
[32] https://twitter.com/KIIARA/status/1495957210857365504
[32] https://twitter.com/XHSMGX/status/1480957117439873024
[32] https://play.google.com/store/apps/details?id=com.uvlamp.uvlight.simulator&hl=en
[28] https://twitter.com/_cyber_goddess_/status/1586981426163240962

Top URLs in Tweet in G4:
[12] https://nightingaledvs.com/why-i-stopped-using-bullet-graphs-and-what-i-now-use-instead/
[5] https://www.datavisualizationsociety.org/nominations
[5] https://www.informationisbeautifulawards.com/news/556-introducing-the-2022-judges
[3] https://www.youtube.com/watch?v=Sdgpm5U7Hek&feature=youtu.be

[3] https://commonslibrary.parliament.uk/constituency-data-traffic-accidents/
[2] https://budapestbi.hu/2022/en/speakers/istvan-korompai/
[2] https://twitter.com/bothness/status/1587739310543015937
[2] https://nightingaledvs.com/writing-alt-text-for-data-visualization/
[2] https://twitter.com/datavizjenn/status/1588948254997512192
[2] https://nightingaledvs.com/early-sketches-for-career-portraits-in-data-visualization/

Top URLs in Tweet in G5:
[28] https://bryanwhiting.github.io/dsnews/
[23] https://twinybots.ch/
[10] https://www.upwork.com/services/product/google-data-studio-reports-for-your-website-search-console-google-ads-1350113375819354112
[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://www.kdnuggets.com/2022/10/15-free-machine-learning-deep-learning-books.html
[5] https://crescendo.ai/en
[3] https://www.couponed12.com/2022/11/python-crash-course-gain-real-world.html

Top URLs in Tweet in G6:
[39] https://public.tableau.com/app/profile/jrcopreros/viz/shared/J4JBHXWWK
[15] https://www.routledge.com/Questions-in-Dataviz-A-Design-Driven-Process-for-Data-Visualisation/Richards/p/book/9781032139449
[9] https://public.tableau.com/app/profile/justine.huang/viz/AllysonFelix-MostDecoratedU_S_TrackFieldAthlete/Final3
[8] http://www.thefunctionalart.com/2022/11/back-to-bloggingwith-some-updates.html
[8] https://mastodon.social/@AlbertoCairo
[6] https://public.tableau.com/views/Diet_16672358611220/Diet?:language=en-US&publish=yes&:display_count=n&:origin=viz_share_link
[5] https://twitter.com/aleszubajak/status/1587103570494644227
[5] https://public.tableau.com/app/profile/kevin.wee/viz/2023IronVizVideoGamesAdaptedfortheScreen/Dashboard#1
[5] https://github.com/AbdoulMa/30DayMapChallenge/tree/main/Day2
[5] https://anchor.fm/datapluslove/episodes/Data--Love---Neil-Richards-e1q4jva?%24web_only=true&_branch_match_id=link-1116378152842680345

Top URLs in Tweet in G8:
[12] https://sdup.esoc.esa.int/discosweb/statistics/
[12] https://landgeist.com/2022/11/05/cancer-death-rate-in-europe/
[8] https://landgeist.com/2022/11/01/pesticide-use/
[5] https://vimeo.com/376376225
[4] https://vimeo.com/397404357
[4] https://github.com/AbdoulMa/30DayMapChallenge/tree/main/Day2
[3] https://vimeo.com/404914688
[2] https://fosstodon.org/@samiaab1990/109274173454360212
[2] https://wendyshijia.notion.site/Wendy-s-Dataviz-6eea22aa2ca44198a06f329724204591
[2] https://landgeist.com/2022/09/06/stress-in-asia/

Top URLs in Tweet in G9:
[147] https://glowy-earthquakes.glitch.me/?adumkts=social&aduc=social&adum=external&aduca=social_technical&adusf=linkedin&adut=3d76a431-1519-4725-b169-939f5120340f
[10] https://ft.trib.al/YfZotKJ
[10] https://ft.trib.al/AEqYaEx
[1] http://www.thefunctionalart.com/2022/11/back-to-bloggingwith-some-updates.html
[1] https://mastodon.social/@AlbertoCairo
[1] http://ft-interactive.github.io/visual-vocabulary/
[1] https://wilkelab.org/SDS375/schedule.html
[1] https://clauswilke.com/dataviz

Top URLs in Tweet in G10:
[78] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/
[10] https://griddb.net/en/blog/create-interactive-dashboard-with-streamlit-python-and-griddb/
[7] https://griddb.net/en/blog/predictive-maintenance-with-python-and-griddb/
[7] https://griddb.net/en/blog/geospatial-querying-using-geohashes-and-griddb/
[5] https://griddb.net/en/blog/alien-life-on-earth-analysis-using-griddb-and-python/
[5] https://www.cleartelligence.com/post/year-end-review-best-blogs-of-2022
[5] https://www.shorturl.at/bwCP4
[4] https://griddb.net/en/blog/sky-rocketing-prices-inflation-an-analysis-using-griddb-and-python/
[4] https://public.tableau.com/views/MilitarySpending_16672275641410/MilitarySpending?:language=en-US&publish=yes&:display_count=n&:origin=viz_share_link
[4] https://www.linkedin.com/posts/mikaeldewabrata_visualisasi-tableau-activity-6991601399679635456-7v9J

Top Domains
Top Domains in Tweet in Entire Graph:
[2118] twitter.com
[493] youtube.com
[491] github.com
[335] clauswilke.com
[324] wilkelab.org
[276] github.io
[151] infonewt.com
[150] glitch.me
[133] griddb.net
[112] tableau.com

Top Domains in Tweet in G1:
[296] clauswilke.com
[295] wilkelab.org
[144] github.io
[134] infonewt.com
[78] r-project.org
[50] maximaformacion.es
[42] cedricscherer.com
[40] hadley.nz
[36] lennysnewsletter.com
[31] github.com

Top Domains in Tweet in G2:
[290] github.com
[81] twitter.com
[67] youtube.com
[46] github.io
[25] medium.com
[25] milospopovic.net
[18] chi2innovations.com
[16] kdnuggets.com
[15] highcharts.com
[11] clauswilke.com

Top Domains in Tweet in G3:
[1795] twitter.com
[375] youtube.com
[38] google.com
[32] soundcloud.com
[25] awin1.com
[21] github.com
[18] googleblog.com
[17] griddb.net
[12] tweetedtimes.com
[10] thenewstatistician.com

Top Domains in Tweet in G4:
[21] nightingaledvs.com
[10] twitter.com
[7] datavisualizationsociety.org
[7] informationisbeautifulawards.com
[4] budapestbi.hu
[4] medium.com
[3] youtube.com
[3] gov.uk
[3] parliament.uk
[2] elizabethgrim.com

Top Domains in Tweet in G5:
[41] twitter.com
[29] github.io
[28] economist.com
[27] cityofnewyork.us
[23] twinybots.ch
[10] upwork.com
[9] kdnuggets.com
[7] blogspot.com
[7] youtube.com
[6] husaria-marketing.com

Top Domains in Tweet in G6:
[67] tableau.com
[31] twitter.com
[15] routledge.com
[8] thefunctionalart.com
[8] mastodon.social
[6] eventbrite.com
[6] github.com
[5] anchor.fm
[5] visualisingdata.com
[3] github.io

Top Domains in Tweet in G8:
[22] landgeist.com
[12] esa.int
[12] vimeo.com
[4] github.com
[2] fosstodon.org
[2] notion.site
[1] linkedin.com
[1] tableau.com
[1] glitch.me

Top Domains in Tweet in G9:
[147] glitch.me
[20] trib.al
[1] thefunctionalart.com
[1] mastodon.social
[1] github.io
[1] wilkelab.org
[1] clauswilke.com

Top Domains in Tweet in G10:
[111] griddb.net
[19] tableau.com
[7] awin1.com
[7] shorturl.at
[5] cleartelligence.com
[4] twitter.com
[4] linkedin.com
[3] datavis.blog
[3] bookdown.org
[2] eagan-academy.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5846] dataviz
[4055] python
[3544] ai
[3130] iot
[3019] datavis
[2981] flutter
[2976] javascript
[2893] devops
[2858] reactjs
[2849] wordpress



Top Hashtags in Tweet in G1:
[995] datascience
[882] dataviz
[769] rstats
[734] analytics
[543] datavisualization
[412] programming
[360] python
[348] stats
[317] dataanalysis
[306] bi

Top Hashtags in Tweet in G2:
[1346] dataviz
[1040] rstats
[620] datascience
[587] 30daymapchallenge
[505] maps
[427] datavisualization
[397] gis
[202] python
[170] data
[146] ai

Top Hashtags in Tweet in G3:
[3279] ai
[3155] python
[2907] iot
[2861] javascript
[2813] flutter
[2802] devops
[2783] datavis
[2759] wordpress
[2746] insurtech
[2746] html

Top Hashtags in Tweet in G4:
[98] dataviz
[85] iibawards
[12] 30daymapchallenge
[10] infographics
[7] data
[6] cartography
[5] gis
[5] rstats
[4] horrochart
[4] datajournalism

Top Hashtags in Tweet in G5:
[226] dataviz
[31] datavis
[27] nyc
[25] data
[23] datavisualization
[18] datascience
[12] dataanalytics
[11] project
[10] freelancer
[10] upwork

Top Hashtags in Tweet in G6:
[213] dataviz
[60] ironviz
[59] datafam
[29] infographics
[19] rstats
[17] dataanalytics
[16] datavisualization
[15] data
[15] art
[14] infographic

Top Hashtags in Tweet in G7:
[197] dataviz
[182] sciart
[11] datascience
[4] 30daymapchallenge
[3] data
[3] gis
[2] python
[2] numpy
[2] matplotlib
[2] datascientist

Top Hashtags in Tweet in G8:
[209] dataviz
[152] data
[120] 30daymapchallenge
[99] datascience
[99] geography
[94] python
[94] matplotlib
[94] numpy
[86] gis
[68] datascientist

Top Hashtags in Tweet in G9:
[160] dataviz
[147] earthquake
[1] iibawards
[1] infographics
[1] datajournalism
[1] datavisualization
[1] datascience
[1] rstats
[1] programming
[1] analytics

Top Hashtags in Tweet in G10:
[187] dataviz
[122] python
[111] griddb
[84] iot
[78] la
[78] losangeles
[57] tableau
[31] datafam
[30] foss
[30] dataanalysis

Top Words
Top Words in Tweet in Entire Graph:
[6164] #dataviz
[4227] #python
[3593] #ai
[3297] #iot
[3222] #datavis
[3028] #flutter
[2981] #javascript
[2973] kiiara
[2944] #devops
[2899] #rstats

Top Words in Tweet in G1:
[1021] #dataviz
[998] #datascience
[908] #rstats
[736] #analytics
[679] #datavisualization
[496] #python
[415] #programming
[398] online
[397] data
[394] curso

Top Words in Tweet in G2:
[1419] #dataviz
[1104] #rstats
[693] map
[652] #datascience
[615] day
[587] #30daymapchallenge
[527] #maps
[456] #datavisualization
[425] points
[417] data

Top Words in Tweet in G3:
[3321] #ai
[3177] #python
[2927] #iot
[2886] kiiara
[2866] #javascript
[2855] #flutter
[2847] #devops
[2830] #datavis
[2787] #html
[2787] #insurtech

Top Words in Tweet in G4:
[166] dataviz
[156] monarch
[98] #dataviz
[94] day
[88] infobeautyaward
[85] #iibawards
[83] awards
[81] one
[81] make
[80] shortlist

Top Words in Tweet in G5:
[226] #dataviz
[60] data
[59] more
[38] dataviz
[32] see
[31] #datavis
[29] graphic
[29] source
[29] detail
[27] #nyc

Top Words in Tweet in G6:
[213] #dataviz
[87] data
[67] dataviz
[60] fun
[60] #ironviz
[59] #datafam
[58] creating
[58] viz
[52] one
[49] public

Top Words in Tweet in G7:
[197] #dataviz
[191] matplotlib
[185] made
[182] showcase
[182] encode
[182] share
[182] space
[182] information
[182] dimensional
[182] animation

Top Words in Tweet in G8:
[248] map
[210] #dataviz
[152] #data
[120] #30daymapchallenge
[110] day
[102] using
[99] #datascience
[99] #geography
[94] #python
[94] #matplotlib

Top Words in Tweet in G9:
[294] july
[160] #dataviz
[157] more
[148] interactive
[148] online
[147] each
[147] source
[147] worth
[147] version
[147] depth

Top Words in Tweet in G10:
[216] data
[192] #dataviz
[123] #python
[111] #griddb
[102] tableau
[91] visualize
[87] #iot
[85] read
[80] please
[80] see

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2656] #javascript,#reactjs
[2645] #iot,#iiot
[2628] #fintech,#insurtech
[2624] #datavis,#infosec
[2578] #wordpress,#security
[2577] #flutter,#html
[2550] #html,#azure
[2509] #reactjs,#wordpress
[2493] #security,#defi
[2416] #insurtech,#ai

Top Word Pairs in Tweet in G1:
[401] #datascience,#rstats
[391] curso,online
[353] #dataviz,#datavisualization
[303] #rstats,#programming
[297] #programming,#analytics
[296] data,visualization
[295] #analytics,#bi
[295] basado,increíble
[295] visualization,claus
[295] libro,#dataviz

Top Word Pairs in Tweet in G2:
[445] #30daymapchallenge,day
[323] #gis,#maps
[239] #datavisualization,#dataviz
[239] #rstats,#dataviz
[229] using,#rstats
[228] made,using
[218] day,points
[214] #rstats,#datascience
[189] points,map
[189] #rstats,#datavisualization

Top Word Pairs in Tweet in G3:
[2572] #javascript,#reactjs
[2560] #iot,#iiot
[2557] #fintech,#insurtech
[2541] #datavis,#infosec
[2501] #flutter,#html
[2500] #wordpress,#security
[2474] #html,#azure
[2433] #reactjs,#wordpress
[2417] #security,#defi
[2350] #insurtech,#ai

Top Word Pairs in Tweet in G4:
[85] infobeautyaward,#iibawards
[78] beautiful,awards
[78] day,make
[78] thrilled,share
[78] centerforbiodiv,dataviz
[78] monarch,recovery
[78] shortlist,2022
[78] western,monarch
[78] again,dataviz
[78] information,beautiful

Top Word Pairs in Tweet in G5:
[29] see,more
[28] detail,#dataviz
[28] graphic,detail
[28] #dataviz,see
[27] source,#nyc
[27] #nyc,#dataviz
[12] map,source
[11] #datavisualization,#dataviz
[11] contact,today
[10] #freelancer,#upwork

Top Word Pairs in Tweet in G6:
[48] lot,fun
[39] explored,topic
[39] viz,lot
[39] one,#ironviz
[39] qualifiers,#dataviz
[39] globalization,nba
[39] nba,inspired
[39] topic,globalization
[39] players,enjoy
[39] public,viz

Top Word Pairs in Tweet in G7:
[182] matplotlib,#dataviz
[182] represent,information
[182] neurons,sometimes
[182] information,higher
[182] animation,made
[182] together,encode
[182] share,cute
[182] made,showcase
[182] need,share
[182] showcase,neurons

Top Word Pairs in Tweet in G8:
[94] day,#30daymapchallenge
[94] #python,using
[75] #gis,#dataviz
[75] #data,#datascience
[68] made,#python
[62] map,showing
[49] #30daymapchallenge,lines
[49] map,made
[49] using,#numpy
[49] #uk,#gb

Top Word Pairs in Tweet in G9:
[147] #dataviz,source
[147] outstanding,animated
[147] depth,july
[147] version,click
[147] epic,#dataviz
[147] 2018,interactive
[147] earthquakes,depth
[147] more,epic
[147] online,version
[147] year,worth

Top Word Pairs in Tweet in G10:
[91] visualize,data
[78] read,#griddb
[78] data,points
[78] data,gathered
[78] see,effects
[78] epa,#la
[78] help,visualize
[78] quality,data
[78] wildfires,region
[78] california,wildfires

Top Replied-To
Top Replied-To in Entire Graph:
@kiiara
@shadyrecords
@everydaykiiara
@akdubz53
@shadywordpress

Top Replied-To in G1:
@jlfuenteoc1
@jmtoralc
@nerfoxingaround
@rappa753

Top Replied-To in G2:
@gusv01
@basfaj
@kiiara
@samiasab90
@everydaykiiara
@tjukanov
@cararthompson

Top Replied-To in G3:
@kiiara
@shadyrecords
@everydaykiiara
@akdubz53
@shadywordpress

Top Replied-To in G4:
@weareoddstudio
@nickdesb
@buriedsignals
@johnford1849
@marieannuk

Top Replied-To in G6:
@nicolemark_
@theneilrichards
@professorkao
@tableaupublic
@markabelan
@datavizelevate
@codinghorror
@jrcopreros
@albertocairo
@stylesteamed

Top Replied-To in G10:
@el_dabrah
@vickihawx

Top Mentioned
Top Mentioned in Entire Graph:
@kiiara
@matplotlib
@tableau
@yabellini
@paobcorrales
@ipcc_ch
@ed_hawkins
@eminem
@epa
@infobeautyaward

Top Mentioned in G1:
@yabellini
@paobcorrales
@apreshill
@datalorax_
@kjhealy
@ingliguori
@clauswilke
@matplotlib

Top Mentioned in G2:
@kiiara
@khulood_almani
@enilev
@hana_elsayyed
@shi4tech
@curieuxexplorer
@anand_narang
@debashis_dutta
@simongerman600
@labordeolivier

Top Mentioned in G3:
@kiiara
@eminem
@grepnetics
@ingliguori
@_cyber_goddess_
@heroinverbal
@igetabitshady
@shadyrecords

Top Mentioned in G4:
@infobeautyaward
@centerforbiodiv
@nickdesb
@datavizsociety
@i_w_m
@thamesandhudson
@ons
@tg1rai
@stigni
@tedx

Top Mentioned in G5:
@dsiafrica

Top Mentioned in G6:
@theneilrichards
@tableaupublic
@allysonfelix
@stefpos
@zachbowders
@visualisingdata
@datavizelevate
@tableau
@allitorban
@w_r_chase

Top Mentioned in G7:
@matplotlib

Top Mentioned in G8:
@geolayers
@adobeae
@aescripts
@boonelovesvideo
@pkfranz
@maptiler
@matplotlib

Top Mentioned in G9:
@simongerman600
@centerforbiodiv
@infobeautyaward

Top Mentioned in G10:
@tableau
@epa
@streamlit
@kaggle
@cleartelligence
@dbt_labs
@dataschooluk
@jabardigital
@vahiddoustim
@dataconnectconf

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@codedailybot
@_redfrog
@javascriptd
@derekjohnbryant
@john1966olsen
@ansisegle
@100xcode
@o_fabriciosouza
@scheerenberger

Top Tweeters in G1:
@gmizrachi
@skyaquaklin
@disfrutalacienc
@orenji_ra
@sachatb
@heribertofranco
@betqueer
@rufinocasal
@teoriantropolog
@arturo2driguez

Top Tweeters in G2:
@john1966olsen
@o_fabriciosouza
@hackneywick
@nicochan33
@ubertoks
@rstatstweet
@shi4tech
@gvalan
@cchukudebelu
@rldi_lamy

Top Tweeters in G3:
@sectest9
@codedailybot
@javascriptd
@100xcode
@digestwordpress
@education_24x7
@free_sound_se
@hubofml
@ml_tweet_bot
@serverlessfan

Top Tweeters in G4:
@mstepczyk
@leahaller55
@halehawk
@verge
@bonn1egreer
@piersmorgan
@dorothy11405068
@bondparkerbond
@gwenckatz
@karthik_thinks

Top Tweeters in G5:
@first_issues
@terrinakamura
@datagoodies
@yvesmulkers
@dejadeejaa__
@brazilsfe
@jenstirrup
@beadsland
@sirsandgoblin
@dd_wen_

Top Tweeters in G6:
@lemondefr
@ign
@albertocairo
@alanesia
@lpsrocks
@jerrybloomfield
@codinghorror
@graspthetruth
@phani_nath
@puntofisso

Top Tweeters in G7:
@ayirpelle
@caracola7mares
@yukinari230
@interaubis
@hubin369
@ianadastra
@hiro2fuji
@mediasres
@kinglloyd001
@danbri

Top Tweeters in G8:
@kinjeketile
@lorena_ep_
@grrrr_shark
@lunarheritage
@rginvest
@philosophylinks
@publichealthmap
@carfreitag
@ojamonas
@take_gattcha

Top Tweeters in G9:
@derekjohnbryant
@ansisegle
@upma23
@sequoia2001
@sleestak
@hiltonholloway
@srzjwalters
@hartmann_twt
@fawadfiaz
@tkarasik

Top Tweeters in G10:
@dataaugmented
@mumaralid
@zibrailmohamma3
@dannyfurlongdj
@ivansep1997
@ninkaimaryam
@mike_danson
@b1aderunner_
@sinhthiennguyen
@taiseishogun


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