dataviz OR datavis, Twitter, 3/11/2023 12:58:54 AM, 290838


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dataviz OR datavis_2023-03-10_16-49-44.xlsx
dataviz OR datavis_2023-03-10_16-49-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 11, 2023
Short Description:
dataviz OR datavis via NodeXL https://bit.ly/3l5DedD
@rosanaferrero
@milos_agathon
@bugiukas
@griddbcommunity
@geospatial_py
@sdbernard
@rstatstweet
@johnmil25776716
@pythonroboto
@dr_xeo

Top hashtags:
#dataviz
#rstats
#datascience
#python
#ai
#population
#data
#iot

Description:
Description
The graph represents a network of 3,858 Twitter users whose recent tweets contained "dataviz OR datavis", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/9/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 00:54 UTC.

The tweets in the network were tweeted over the 2032-day, 14-hour, 51-minute period from Tuesday, 15 August 2017 at 10:05 UTC to Friday, 10 March 2023 at 00:56 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 3858
Unique Edges : 2000
Edges With Duplicates : 9292
Total Edges : 11292
Number of Edge Types : 9
Retweet : 3778
MentionsInRetweet : 4970
Replies to : 237
MentionsInReplyTo : 389
Mentions : 790
Tweet : 905
Quote : 91
MentionsInQuote : 130
MentionsInQuoteReply : 2
Self-Loops : 1204
Reciprocated Vertex Pair Ratio : 0.0244391025641026
Reciprocated Edge Ratio : 0.0477121626906531
Connected Components : 365
Single-Vertex Connected Components : 159
Maximum Vertices in a Connected Component : 2763
Maximum Edges in a Connected Component : 9194
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.048095
Graph Density : 0.00034367572817387
Modularity : 0.432022
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,858 Twitter users whose recent tweets contained "dataviz OR datavis", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/9/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 00:54 UTC.

The tweets in the network were tweeted over the 2032-day, 14-hour, 51-minute period from Tuesday, 15 August 2017 at 10:05 UTC to Friday, 10 March 2023 at 00:56 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[33] https://griddb.net/en/blog/sky-rocketing-prices-inflation-an-analysis-using-griddb-and-python/
[21] https://bryanwhiting.github.io/dsnews/
[20] https://landgeist.com/2023/03/04/corruption-in-europe/
[14] https://www.baseballhackday.com/boston
[12] https://open.substack.com/pub/evartology/p/ai-image-quality-restoration-upscale-increase?r=9hp4d&utm_campaign=post&utm_medium=web
[11] https://www.producthunt.com/posts/graphy-lite
[11] https://datamatters.org/
[9] https://medium.com/@diagorovenkod/good-pr-marketing-agency-good-pr-marketing-agency-in-kolkata-273717522412
[9] https://www.data-blogger.com
[8] https://github.com/fujichaaan/plot_hazard_ratio_spline

Top URLs in Tweet in G1:
[10] https://datamatters.org/
[7] https://github.com/taferreiraua/TidyTuesday/tree/main/2023/W10/07-03-2023-Numbats.R
[6] https://github.com/curatedmess/TidyTuesday/blob/main/2023/02282023/african_lang_sentiment.R
[6] https://sevillarusers.netlify.app/about/
[5] https://github.com/amalasi2418/TidyTuesday
[5] https://www.r-bloggers.com/2023/03/dataviz-with-r-and-ggplot-using-colour-and-annotations-for-effective-story-telling-workshop/
[4] https://github.com/gkaramanis/tidytuesday/tree/master/2023/2023-week_09
[4] https://twitter.com/DeepaliKank/status/1633108360617754624/photo/1
[4] https://github.com/mvbloois/rotweer
[4] https://twitter.com/JonTheGeek/status/1632758992329138178/photo/1

Top URLs in Tweet in G2:
[3] https://gist.github.com/AlbertRapp/ff82f8568528fd9d0c1b02cd1f48b67f
[1] https://bougioukas-medstats-r.netlify.app/
[1] https://twitter.com/Bugiukas/status/1632326133050925056/photo/1
[1] https://twitter.com/rappa753/status/1632048299355287552/photo/1
[1] https://twitter.com/rappa753/status/1632048353335967744/photo/1
[1] https://www.youtube.com/watch?v=7kWW8rkpfqc

[1] https://twitter.com/rappa753/status/1632410681470492672/photo/1
[1] https://alberts-newsletter.beehiiv.com/subscribe
[1] https://twitter.com/rappa753/status/1632048287426711552

Top URLs in Tweet in G3:
[15] https://landgeist.com/2023/03/04/corruption-in-europe/
[4] https://twitter.com/stamen/status/1631726519306575873/photo/1
[3] https://twitter.com/datavisFriendly/status/1632372893429686274/photo/1
[2] https://milospopovic.net/inset-graph-within-map/
[2] https://www.youtube.com/watch?v=iDURRHzM2aA&feature=youtu.be

[2] https://twitter.com/jscarto/status/1632886504849567747/photo/1
[2] https://landgeist.com/2023/02/18/obesity-among-children-in-europe/
[2] https://landgeist.com/2023/02/28/obesity-among-children-in-asia/
[2] https://twitter.com/datavisFriendly/status/1633101442788773888/photo/1
[2] https://twitter.com/datavisFriendly/status/1632370375848865794/photo/1

Top URLs in Tweet in G4:
[32] https://griddb.net/en/blog/sky-rocketing-prices-inflation-an-analysis-using-griddb-and-python/
[2] https://griddb.net/en/blog/clustering-and-classifying-wine-using-machine-learning-r-and-griddb/
[1] https://griddb.net/en/blog/tracking-air-quality-in-los-angeles-with-griddb-tableau/
[1] https://twitter.com/GridDBCommunity/status/1351595051118280705/photo/1
[1] https://griddb.net/en/blog/geospatial-querying-using-geohashes-and-griddb/
[1] https://griddb.net/en/blog/alien-life-on-earth-analysis-using-griddb-and-python/
[1] https://griddb.net/en/blog/create-interactive-dashboard-with-streamlit-python-and-griddb/
[1] https://griddb.net/en/blog/predictive-maintenance-with-python-and-griddb/
[1] https://discuss.streamlit.io/t/streamlit-app-a-thon-contest/38815
[1] https://twitter.com/streamlit/status/1632809203160219648/photo/1

Top URLs in Tweet in G5:
[1] https://www.ft.com/content/b972701d-4165-48bc-8d7f-e737a3831ac0
[1] https://twitter.com/sdbernard/status/1632814492894605312/photo/1
[1] https://www.ft.com/content/4351d5b0-0888-4b47-9368-6bc4dfbccbf5
[1] https://twitter.com/sdbernard/status/1629036072083529732/photo/1

Top URLs in Tweet in G6:
[21] https://bryanwhiting.github.io/dsnews/
[6] https://www.economist.com/graphic-detail/2021/03/15/young-people-stand-to-make-dismal-returns-on-their-investments
[5] https://www.economist.com/graphic-detail/2021/01/29/why-penalties-are-becoming-more-common-in-elite-football
[5] https://www.economist.com/graphic-detail/2021/04/06/the-imf-boosts-global-growth-forecasts-for-the-second-time-this-year
[5] https://www.economist.com/graphic-detail/tracking-coronavirus-across-the-world
[4] https://metricswat.ch/
[4] https://www.tumblr.com/koukokaga22/706687268700798976/best-ivf-center-in-odisha-top-test-tube-baby?source=share&_branch_match_id=link-1143834123203373732
[4] https://medium.com/@diagorovenkod/good-pr-marketing-agency-good-pr-marketing-agency-in-kolkata-273717522412
[4] https://twitter.com/smootherconsult/status/1633925611470340097/photo/1
[4] https://sd-korp.com/meilleur-strategie-de-trading-crypto-daily

Top URLs in Tweet in G7:
[7] https://www.mltut.com/best-online-courses-for-data-science-to-become-a-skilled-data-scientist/
[5] https://medium.com/m/global-identity-2?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fget-started-with-python-e50dc8c96589
[4] https://twitter.com/milos_agathon/status/1631610269049782272/photo/1
[2] https://medium.com/@diagorovenkod/good-pr-marketing-agency-good-pr-marketing-agency-in-kolkata-273717522412
[2] https://medium.com/m/global-identity-2?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fclean-code-for-data-scientists-6fc90872398f
[2] https://machinelearning.to/
[2] https://learnopencv.com/classification-with-localization/
[2] https://towardsdatascience.com/5-must-know-data-visualizations-for-better-data-analysis-5b40a082c471
[1] https://twitter.com/labordeolivier/status/1632323843564920832/photo/1
[1] https://twitter.com/labordeolivier/status/1632764639497842690/photo/1

Top URLs in Tweet in G8:
[2] https://elpais.com/ciencia/2023-02-24/el-centro-del-mundo-se-desmigaja-como-una-galleta.html
[2] https://twitter.com/30DayChartChall/status/1632767770239664134
[2] https://twitter.com/HOS_ASA/status/1632105752155365378/photo/1
[1] https://twitter.com/dr_xeo/status/1632344953979281409/photo/1
[1] https://twitter.com/dr_xeo/status/1633090261139050509/photo/1
[1] https://twitter.com/dr_xeo/status/1631356451363905539
[1] https://twitter.com/dr_xeo/status/1631356451363905539/photo/1
[1] https://github.com/30DayChartChallenge/Edition2022
[1] https://twitter.com/30DayChartChall/status/1632767770239664134/photo/1
[1] https://twitter.com/pablo_alvrez/status/1520746677791084544/photo/1

Top URLs in Tweet in G9:
[3] https://twitter.com/AllbriteAllday/status/1632766289415471109/photo/1
[2] https://twitter.com/QJEHarvard/status/1631476351541686272
[2] https://twitter.com/GuiborCamargo/status/1632809682120089605/photo/1
[1] https://twitter.com/markabelan/status/1429048784600903691/photo/1
[1] https://twitter.com/markabelan/status/1631632202852122625/photo/1
[1] https://twitter.com/AllbriteAllday/status/1632766289415471109
[1] https://academic.oup.com/qje/advance-article/doi/10.1093/qje/qjad011/7068116
[1] https://twitter.com/markabelan/status/1631632202852122625
[1] https://twitter.com/albz_marocchino/status/1627582711509536768/photo/1
[1] https://twitter.com/FabItMart/status/1633771347242541056/photo/1

Top URLs in Tweet in G10:
[14] https://www.baseballhackday.com/boston
[4] https://landgeist.com/2023/03/04/corruption-in-europe/
[3] https://twitter.com/GIS_Bandit/status/1633166693395730432/photo/1
[3] https://milospopovic.net/inset-graph-within-map/
[2] https://twitter.com/USGS_DataSci/status/1633182063539937280/photo/1
[2] https://www.esri.com/arcgis-blog/products/arcgis-pro/3d-gis/whats-new-with-scene-layers-arcgis-pro-3-1/
[2] https://twitter.com/GIS_Bandit/status/1633168690953990152/photo/1
[2] https://landgeist.com/2023/02/18/obesity-among-children-in-europe/
[1] https://doi.org/10.5067/MODIS/MOD10CM.061
[1] https://github.com/usgs-vizlab/flow-tiles

Top Domains
Top Domains in Tweet in Entire Graph:
[1169] twitter.com
[76] github.com
[61] landgeist.com
[42] griddb.net
[39] medium.com
[27] github.io
[23] youtube.com
[22] paper.li
[22] thenewstatistician.com
[21] economist.com

Top Domains in Tweet in G1:
[118] twitter.com
[46] github.com
[10] datamatters.org
[7] netlify.app
[5] sissa.it
[5] r-bloggers.com
[5] paper.li
[4] statisticsglobe.com
[4] lnu.se
[3] maximaformacion.es

Top Domains in Tweet in G2:
[5] twitter.com
[3] github.com
[1] netlify.app
[1] youtube.com
[1] beehiiv.com

Top Domains in Tweet in G3:
[59] twitter.com
[32] landgeist.com
[4] milospopovic.net
[2] youtube.com
[1] europa.eu
[1] nasa.gov
[1] datavis.ca
[1] inside-numbers.com
[1] github.com
[1] substack.com

Top Domains in Tweet in G4:
[40] griddb.net
[9] twitter.com
[1] streamlit.io
[1] mazars.com
[1] medium.com

Top Domains in Tweet in G5:
[2] ft.com
[2] twitter.com

Top Domains in Tweet in G6:
[155] twitter.com
[22] github.io
[21] economist.com
[18] reddit.com
[13] 18skaters.com
[8] medium.com
[6] amazon.com
[6] datavizproject.com
[6] chi2innovations.com
[5] metricswat.ch

Top Domains in Tweet in G7:
[29] twitter.com
[9] medium.com
[7] mltut.com
[2] machinelearning.to
[2] learnopencv.com
[2] towardsdatascience.com
[1] tumblr.com
[1] amazon.com

Top Domains in Tweet in G8:
[10] twitter.com
[2] elpais.com
[1] github.com
[1] craft.do

Top Domains in Tweet in G9:
[15] twitter.com
[1] oup.com

Top Domains in Tweet in G10:
[29] twitter.com
[16] landgeist.com
[14] baseballhackday.com
[3] github.com
[3] esri.com
[3] milospopovic.net
[1] doi.org
[1] readthedocs.io
[1] usgs.gov
[1] comapper.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1868] dataviz
[657] rstats
[557] datascience
[454] python
[366] ai
[218] population
[217] data
[216] iot
[205] javascript
[205] bigdata



Top Hashtags in Tweet in G1:
[224] rstats
[174] dataviz
[100] tidytuesday
[51] datascience
[29] rstudio
[23] datavisualization
[23] ggplot2
[23] dataanalytics
[20] datamatters
[19] r4ds

Top Hashtags in Tweet in G2:
[21] rstats
[1] quartopub
[1] awesomequarto
[1] tidyverse
[1] dataviz
[1] statistics
[1] datascience
[1] rstudio

Top Hashtags in Tweet in G3:
[211] rstats
[198] population
[64] dataviz
[44] maps
[41] geospatial
[34] gis
[31] europe
[27] mappromptmonday
[17] todayinhistory
[17] otd

Top Hashtags in Tweet in G4:
[167] la
[150] griddb
[82] python
[43] nasa
[27] earth
[13] dataviz
[7] dataanalysis
[6] powerbi
[5] foss
[4] opensource

Top Hashtags in Tweet in G5:
[2] dataviz
[1] gistribe
[1] population
[1] rstats

Top Hashtags in Tweet in G6:
[232] dataviz
[46] dataanalytics
[36] data
[26] python
[26] datascience
[25] datavisualization
[18] ai
[16] bigdata
[15] situsjudionline
[14] machinelearning

Top Hashtags in Tweet in G7:
[114] dataviz
[111] ai
[75] machinelearning
[46] datascience
[29] data
[27] nlp
[25] bigdata
[24] learning
[18] python
[17] 100daysofcode

Top Hashtags in Tweet in G8:
[106] dataviz
[98] rstats
[7] datavisualization
[7] otd
[3] datavis
[3] 30daychartchallenge
[2] population
[1] educacion
[1] opendata
[1] ciudad

Top Hashtags in Tweet in G9:
[105] biomass
[104] art
[103] science
[103] poster
[103] life
[103] earth
[103] infographic
[103] design
[9] dataviz
[3] scientificillustration

Top Hashtags in Tweet in G10:
[65] dataviz
[26] gis
[25] maps
[18] hackathon
[17] europe
[14] arcgis
[14] esridevsummit2023
[13] cubo
[13] geospatial
[12] streamflow

Top Words
Top Words in Tweet in Entire Graph:
[1868] #dataviz
[1503] data
[769] practical
[657] #rstats
[557] #datascience
[469] #python
[462] series
[461] based
[431] rosanaferrero
[418] online

Top Words in Tweet in G1:
[368] rosanaferrero
[278] datos
[224] #rstats
[219] data
[174] #dataviz
[162] modelos
[115] excel
[115] cómo
[112] editor
[112] editar

Top Words in Tweet in G2:
[684] practical
[344] based
[344] series
[342] labs
[342] notes
[342] textbook
[342] online
[342] statistics
[342] medicine
[341] bugiukas

Top Words in Tweet in G3:
[241] map
[222] milos_agathon
[213] population
[212] according
[211] #rstats
[201] shows
[199] 2021
[199] eurostat
[198] between
[198] change

Top Words in Tweet in G4:
[358] griddbcommunity
[252] data
[167] #la
[167] epa
[167] effects
[167] gathered
[167] wildfires
[167] county
[167] california
[167] air

Top Words in Tweet in G5:
[221] ukraine
[220] one
[219] latest
[218] sdbernard
[218] hard
[218] war
[218] fought
[218] costly
[218] update
[218] bakhmut

Top Words in Tweet in G6:
[232] #dataviz
[89] data
[46] #dataanalytics
[42] more
[36] #data
[29] gt
[27] see
[26] #python
[26] #datascience
[25] #datavisualization

Top Words in Tweet in G7:
[114] #dataviz
[111] #ai
[75] #machinelearning
[63] pawlowskimario
[57] jblefevre60
[56] market
[56] 30
[56] over
[56] mikequindazzi
[56] phone

Top Words in Tweet in G8:
[112] dr_xeo
[106] #dataviz
[98] #rstats
[95] españa
[93] mapear
[93] contrastes
[93] distribución
[93] interesantes
[93] espaciales
[93] patrones

Top Words in Tweet in G9:
[105] visualizing
[105] #biomass
[105] life
[105] biomass
[104] #art
[103] #infographic
[103] #science
[103] markabelan
[103] #earth
[103] #life

Top Words in Tweet in G10:
[65] #dataviz
[35] conditions
[31] usgs_datasci
[26] #gis
[25] #maps
[24] data
[22] much
[22] mercator
[22] size
[22] 20

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[381] notes,series
[381] based,notes
[381] online,textbook
[381] series,practical
[381] practical,statistics
[381] textbook,practical
[381] practical,labs
[368] medicine,based
[368] statistics,medicine
[367] bugiukas,online

Top Word Pairs in Tweet in G1:
[111] complemento,rstudio
[111] editor,csv
[111] datos,'editdata'
[111] 'editdata',complemento
[111] usar,microsoft
[111] excel,editor
[111] tienes,usar
[111] editar,datos
[111] csv,editar
[111] microsoft,excel

Top Word Pairs in Tweet in G2:
[342] series,practical
[342] online,textbook
[342] medicine,based
[342] statistics,medicine
[342] practical,labs
[342] textbook,practical
[342] notes,series
[342] based,notes
[342] practical,statistics
[341] bugiukas,online

Top Word Pairs in Tweet in G3:
[200] map,shows
[198] #population,#rstats
[197] 2021,according
[197] population,change
[197] 2017,2021
[197] change,between
[197] according,eurostat
[197] between,2017
[197] eurostat,#population
[197] shows,population

Top Word Pairs in Tweet in G4:
[167] epa,#la
[167] county,see
[167] california,wildfires
[167] data,gathered
[167] air,quality
[167] effects,california
[167] gathered,epa
[167] quality,data
[167] see,effects
[167] #la,county

Top Word Pairs in Tweet in G5:
[218] latest,update
[218] fought,ukraine
[218] battle,bakhmut
[218] ukraine,war
[218] hard,fought
[218] bakhmut,one
[218] costly,hard
[218] update,battle
[218] one,costly
[217] sdbernard,latest

Top Word Pairs in Tweet in G6:
[21] detail,#dataviz
[21] see,more
[21] graphic,detail
[21] #dataviz,see
[13] maret,2023
[13] #dataviz,#prediksitogel
[13] sah,gt
[13] member,yang
[13] #data,#dataviz
[13] yang,jp

Top Word Pairs in Tweet in G7:
[66] #ai,#machinelearning
[56] #dataviz,spirosmargaris
[56] spirosmargaris,mikequindazzi
[56] #machinelearning,#dataviz
[56] market,over
[56] mobile,phone
[56] mikequindazzi,pawlowskimario
[56] phone,market
[56] years,#ai
[56] over,30

Top Word Pairs in Tweet in G8:
[94] #dataviz,#rstats
[93] nivel,estudios
[93] distribución,nivel
[93] espaciales,#dataviz
[93] contrastes,patrones
[93] mapear,distribución
[93] españa,interesantes
[93] interesantes,contrastes
[93] estudios,españa
[93] patrones,espaciales

Top Word Pairs in Tweet in G9:
[105] biomass,life
[105] visualizing,biomass
[103] #infographic,#design
[103] life,#biomass
[103] #life,#earth
[103] #earth,#infographic
[103] #art,#life
[103] #biomass,#science
[103] #poster,#art
[103] #science,#poster

Top Word Pairs in Tweet in G10:
[20] true,size
[20] projection,true
[19] usgs_datasci,february
[19] #maps,#gis
[17] mercator,projection
[17] animating,mercator
[16] full,article
[15] relation,others
[15] each,country
[15] country,relation

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@rosanaferrero
@griddbcommunity
@bugiukas
@milos_agathon
@sdbernard
@epa
@ed0y_
@dr_xeo
@kiiara
@markabelan

Top Mentioned in G1:
@rosanaferrero
@transmitscience
@parajulisaroj16
@joachimschork
@bugiukas
@milos_agathon
@r4dscommunity
@digitalhealthxx
@danoehm
@nrennie35

Top Mentioned in G2:
@bugiukas
@rosanaferrero
@rappa753
@transmitscience
@joachimschork
@parajulisaroj16

Top Mentioned in G3:
@milos_agathon
@jscarto
@landgeist
@725hemeed
@229biodiversity
@konturinc
@opentopography
@datavisfriendly
@elsieleerobbins

Top Mentioned in G4:
@griddbcommunity
@epa
@streamlit
@kaggle
@tableau
@tonykipkemboi
@olowoayodele1
@mazarsgroup
@edhec_bschool
@unicef

Top Mentioned in G5:
@sdbernard
@felschwartz
@thestudyofwar
@milos_agathon

Top Mentioned in G6:
@eelrekab
@husariamktg
@ftblviz
@hernangraffe
@hamza_zaman_
@rafael52987
@inkstall
@opendatasoft

Top Mentioned in G7:
@pawlowskimario
@jblefevre60
@spirosmargaris
@mikequindazzi
@enilev
@sebbourguignon
@adem_onar
@glengilmore
@labordeolivier

Top Mentioned in G8:
@dr_xeo
@rosanaferrero
@hos_asa
@nicolemark_
@ourworldindata
@datavizsociety
@milos_agathon
@el_pais
@ficlima
@mirkolorenz

Top Mentioned in G9:
@markabelan
@thecindyxiong
@cfcamerer
@rosanaferrero
@milos_agathon
@bugiukas
@lacepadilla
@stevefranconeri
@qjeharvard

Top Mentioned in G10:
@usgs_datasci
@milos_agathon
@neilrkaye
@landgeist
@nu_camd
@daigofuji
@redsox
@dmlmont
@usgs_water
@gis_bandit

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@quintilis24th
@yymods
@evankirstel
@rahul05ranjan
@bernelarry
@animesh1977
@cherrymischivus
@ungubunugu1274
@savetonotion

Top Tweeters in G1:
@rstatstweet
@gabrielsanmx
@michael_aw77
@chabis_ch
@salisuahmad_
@kanezadiane
@rstats4ds
@rstats_tweets
@5berto
@nw52231773

Top Tweeters in G2:
@animesh1977
@noksii__
@manzanillamiel5
@oponiak
@ucheanuniru
@vbaosv
@darwinb0y
@pablo_jack
@raulaveiro
@antoviral

Top Tweeters in G3:
@ele9061
@scipiondesalm
@geographerdc
@oguzyuzuguler
@musso___
@antifatwa
@knightrustyarm
@kanyabel
@drtobbe
@exoscopia

Top Tweeters in G4:
@quintilis24th
@bernelarry
@cherrymischivus
@cxja7hcmktggoip
@eldokshe
@mu4701868usman
@ramiro6668
@nomanakbar18
@jacobussystems
@purevdo27046751

Top Tweeters in G5:
@yymods
@ungubunugu1274
@tshep42
@junchan0034
@thestephenralph
@trumpgot2go
@kanafonjawest
@yutakarlson
@wandainparis
@milenaac

Top Tweeters in G6:
@hernangraffe
@m_older
@arifhasannfl
@brazilsfe
@dd_fafa_
@dd_nana_
@nellisterc
@dd_serena_
@nh_shapiro
@ricardovlago

Top Tweeters in G7:
@chidambara09
@evankirstel
@ssxman2
@nicochan33
@caring_mobile
@rwang0
@shi4tech
@gvalan
@rldi_lamy
@adeyemoadekunl2

Top Tweeters in G8:
@el_pais
@bbbcccnnn
@libardopez
@castellvi1976
@santipuigvila
@priscomgc
@isostenibilidad
@nofranco4
@acangros
@59daz

Top Tweeters in G9:
@scopedbylarry
@pash22
@youngchris27040
@mougendi
@gersariel1
@mackayim
@mikecane
@maddy_jones15
@some_feminist
@mintavender

Top Tweeters in G10:
@metrocdmx
@gshelor
@lirin017
@redsox
@cottila
@korezian
@princertitude
@v1rotate__
@mattcdata
@cesaire_bdc