#dataviz, Twitter, 9/16/2020 6:19:06 PM, 235272


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#dataviz Twitter NodeXL SNA Map and Report for Wednesday, 16 September 2020 at 17:25 UTC
#dataviz Twitter NodeXL SNA Map and Report for Wednesday, 16 September 2020 at 17:25 UTC
From:
SMRFoundation
Uploaded on:
September 16, 2020
Short Description:
#dataviz via NodeXL https://bit.ly/33D7GyS
@

Top hashtags:
#dataviz
#datascience
#rstats
#data
#machinelearning
#bigdata
#python
#analytics
#suriya
#tnstandwithsuriya

Description:
Description
The graph represents a network of 1,052 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 1,000 tweets. The network was obtained from Twitter on Wednesday, 16 September 2020 at 17:33 UTC.

The tweets in the network were tweeted over the 1-day, 1-hour, 35-minute period from Tuesday, 15 September 2020 at 15:50 UTC to Wednesday, 16 September 2020 at 17:25 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 : 1052
Unique Edges : 1418
Edges With Duplicates : 273
Total Edges : 1691
Number of Edge Types : 5
Tweet : 222
Mentions : 258
Retweet : 706
Replies to : 14
MentionsInRetweet : 491
Self-Loops : 246
Reciprocated Vertex Pair Ratio : 0.0195048762190548
Reciprocated Edge Ratio : 0.0382634289919058
Connected Components : 188
Single-Vertex Connected Components : 70
Maximum Vertices in a Connected Component : 265
Maximum Edges in a Connected Component : 508
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.435662
Graph Density : 0.00122913900576312
Modularity : 0.801782
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,052 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 1,000 tweets. The network was obtained from Twitter on Wednesday, 16 September 2020 at 17:33 UTC.

The tweets in the network were tweeted over the 1-day, 1-hour, 35-minute period from Tuesday, 15 September 2020 at 15:50 UTC to Wednesday, 16 September 2020 at 17:25 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
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:
[67] https://thecorrespondent.com/664/how-maps-in-the-media-make-us-more-negative-about-migrants/738023272448-bac255ba
[29] https://dy.si/m9W85j2
[16] https://bl.ocks.org/markiaaan/285e5940a3ab07a8baf306cc562bba40
[16] https://app.powerbi.com/view?r=eyJrIjoiMWYzYjg2NDUtODcyYi00NmQyLTk4YmQtYWViZTBkMDYxNmIxIiwidCI6ImNjZTA4M2Q1LWQ3NTktNGJjNi05ODI2LWRlMjkzNjA0ZTlmZiIsImMiOjN9
[12] https://covidspreadingrates.org/
[12] https://elquantificador.org/post/salud/uno-de-cada-cuatro-ninos-en-ecuador-padece-de-desnutricion/
[11] https://ted.europa.eu/udl?uri=TED:NOTICE:362158-2020:TEXT:EN:HTML&src=0&WT.mc_id=Twitter
[10] https://www.amazon.com/gp/product/1593276516/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1593276516&linkCode=as2&tag=kirkdborne-20&linkId=ab334c63fc5dbb8649440d3bf5fd0bbc
[10] https://www.amazon.com/gp/product/1593279280/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1593279280&linkCode=as2&tag=kirkdborne-20&linkId=2b00e83f6e64c5a5b7f3c9e2e452bee2
[10] https://zoom.us/meeting/register/tJctc-uhqzIrH9cBb4L7l6NtJK6EWsIL_DD4

Top URLs in Tweet in G1:
[63] https://thecorrespondent.com/664/how-maps-in-the-media-make-us-more-negative-about-migrants/738023272448-bac255ba
[9] https://graphics.reuters.com/LEBANON-SECURITY/BLAST/yzdpxnmqbpx/index.html

Top URLs in Tweet in G2:
[4] https://www.chi2innovations.com/graphs-dont-lie-book/
[4] https://www.chi2innovations.com/blog/resources/ebooks/free-ebooks-september-2017/
[2] https://tweetedtimes.com/v/1229?s=rgp
[2] https://blogs.starcio.com/2020/07/5-priorities-it-leaders-summer-covid.html?utm_sq=gh60f3ce2n
[2] https://www.konsume.com/news/?q=nfl
[2] http://www.thinkcds.org/DataViz
[2] https://sdfanalytics.com/subscribe-energy/
[2] https://nbviewer.jupyter.org/urls/gist.githubusercontent.com/Jwink3101/e6b57eba3beca4b05ec146d9e38fc839/raw/f486ca3dcad44c33fc4e7ddedc1f83b82c02b492/Matplotlib_Cheatsheet
[2] https://covidspreadingrates.org/
[1] https://marine.copernicus.eu/myocean-new-viewer/

Top URLs in Tweet in G4:
[10] https://covidspreadingrates.org/
[8] https://github.com/russellgoldenberg/scrollama#how-to-use
[7] https://www.linkedin.com/slink?code=dPRZhng
[7] https://flowingdata.com/2020/05/21/reopening-states-and-how-they-currently-measure-up/
[6] https://www.meetup.com/Data-Visualization-Lisboa/events/272982341/
[6] http://www.mastervisualtoolsudg.com
[6] https://twitter.com/kpeiro/status/1306169510811049984
[5] https://github.com/Jazzalchemist/TidyTuesday/tree/master/Week%2038%202020
[4] https://github.com/beeb22/tidytuesday/blob/master/R/Kids%20v2.R
[2] https://github.com/beeb22/tidytuesday/blob/master/R/Kids%20bivariate%20map.R

Top URLs in Tweet in G5:
[28] https://dy.si/m9W85j2
[10] https://www.amazon.com/gp/product/1593276516/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1593276516&linkCode=as2&tag=kirkdborne-20&linkId=ab334c63fc5dbb8649440d3bf5fd0bbc
[10] https://www.amazon.com/gp/product/1593279280/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1593279280&linkCode=as2&tag=kirkdborne-20&linkId=2b00e83f6e64c5a5b7f3c9e2e452bee2
[3] https://arxiv.org/abs/2008.04869
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2F14-data-visualization-plots-of-seaborn-14a7bdd16cd7
[2] https://gist.github.com/pebbie/5aafdbb14921cadbad53011ef5f61165
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2F10-graph-algorithms-visually-explained-e57faa1336f3
[1] https://engage.bah.com/Article/Redirect/f5b5a45d-4410-41b9-8925-29f8fa822690?uc=30185&g=fbbb483e-b12c-4826-aa9c-40c910699c7e&f=146177
[1] https://engage.bah.com/Article/Redirect/f5b5a45d-4410-41b9-8925-29f8fa822690?uc=30185&g=88b8ea43-5131-4ce9-8fba-4435e2df82a5&f=146177

Top URLs in Tweet in G6:
[7] https://cmems.lobelia.earth/data
[1] https://dy.si/m9W85j2
[1] https://twitter.com/WFSULLIVAN3/status/1306161825701154834

Top URLs in Tweet in G7:
[9] https://www.apmresearchlab.org/blog/immigrant-voters
[6] https://twitter.com/APMResearch/status/1305899547562897413
[3] http://movevis.org
[2] https://public.tableau.com/profile/rafael.centeno#!/vizhome/ProyecciondeQBenlaNFLTemporada2020/NFLPROYECCIONES?publish=yes
[2] https://www.konsume.com/news/?q=nfl
[2] http://a.co/dRQpCQ5
[1] https://public.tableau.com/profile/nicole.parisano#!/vizhome/EveryPoke/EveryPokemonisSomeonesFavorite
[1] https://public.tableau.com/views/NYC-DOB-permits/2010-2020FullMonth?:language=en&:display_count=y&publish=yes&:origin=viz_share_link&:showVizHome=no
[1] https://data.cityofnewyork.us/api/odata/v4/ipu4-2q9a
[1] https://thecorrespondent.com/664/how-maps-in-the-media-make-us-more-negative-about-migrants/738023272448-bac255ba

Top URLs in Tweet in G8:
[9] https://www.reddit.com/r/dataisbeautiful/comments/isc8sx/oc_a_hunch_that_onion_titles_were_getting_longer/
[6] https://docs.google.com/forms/d/e/1FAIpQLSfckfhJsSPN0P7sBGZAPVTm03QD3YPNtKyxXIcgy1pXK4DnAQ/viewform?usp=send_form
[5] https://interactive.aljazeera.com/aje/2020/mapping-india-and-china-disputed-borders/index.html
[3] https://www.reddit.com/r/dataisbeautiful/comments/irx2h6/oc_most_popular_programming_languages_according/
[2] https://zoom.us/j/94188687892
[1] https://twitter.com/mf_viz/status/1305886132991819782
[1] https://interactive.aljazeera.com/aje/2020/the-failed-deals-of-the-century/index.html
[1] https://twitter.com/DISCuniandes/status/1305462630535045121

Top URLs in Tweet in G9:
[16] https://app.powerbi.com/view?r=eyJrIjoiMWYzYjg2NDUtODcyYi00NmQyLTk4YmQtYWViZTBkMDYxNmIxIiwidCI6ImNjZTA4M2Q1LWQ3NTktNGJjNi05ODI2LWRlMjkzNjA0ZTlmZiIsImMiOjN9
[5] https://twitter.com/FIFAcom/status/1273033363176042496
[5] https://twitter.com/Henrik1101/status/1305926455164010502
[5] https://manning.com/dotd?utm_source=twitter&utm_medium=organic&utm_campaign=deal_of_the_day_september_2020&utm_term=dotd&utm_content=09_15_20_data_science_bookcamp
[5] https://twitter.com/PhantomnAFC/status/1306173130377961472
[3] https://www.linkedin.com/slink?code=gkG6jiC
[2] https://public.tableau.com/profile/raghav2942#!/vizhome/GOTKills_16002325489410/GameofThronesKills
[2] https://public.tableau.com/profile/jun.yan.yeo#!/vizhome/MakeoverMonday2020W37SchoolworkforceinEngland/Dashboard1
[2] https://peakd.com/hive-168869/@cmplxty/dataviz-weekend-engagement
[1] https://public.tableau.com/profile/thirteenmilliseconds#!/vizhome/2020NFLQBPROJECTIONS/NFLPROYECCIONES

Top URLs in Tweet in G10:
[5] https://howmuch.net/articles/the-world-economy-2019
[3] https://howmuch.net/articles/richest-countries-in-the-world
[1] https://howmuch.net/articles/largest-company-in-every-state-2018

Top Domains
Top Domains in Tweet in Entire Graph:
[125] twitter.com
[67] thecorrespondent.com
[35] youtube.com
[30] dy.si
[29] github.com
[27] tableau.com
[20] amazon.com
[19] linkedin.com
[18] reddit.com
[16] ocks.org

Top Domains in Tweet in G1:
[63] thecorrespondent.com
[9] reuters.com

Top Domains in Tweet in G2:
[10] twitter.com
[8] chi2innovations.com
[3] tweetedtimes.com
[3] tableau.com
[3] linkedin.com
[2] starcio.com
[2] konsume.com
[2] thinkcds.org
[2] sdfanalytics.com
[2] jupyter.org

Top Domains in Tweet in G4:
[22] github.com
[10] covidspreadingrates.org
[7] linkedin.com
[7] flowingdata.com
[6] meetup.com
[6] mastervisualtoolsudg.com
[6] twitter.com
[2] datajournalism.com
[2] mailbrew.com
[1] tableau.com

Top Domains in Tweet in G5:
[28] dy.si
[20] amazon.com
[5] medium.com
[3] arxiv.org
[2] bah.com
[2] github.com

Top Domains in Tweet in G6:
[7] lobelia.earth
[1] dy.si
[1] twitter.com

Top Domains in Tweet in G7:
[9] apmresearchlab.org
[7] twitter.com
[6] tableau.com
[3] movevis.org
[2] konsume.com
[2] a.co
[1] cityofnewyork.us
[1] thecorrespondent.com
[1] anychart.com

Top Domains in Tweet in G8:
[12] reddit.com
[6] google.com
[6] aljazeera.com
[2] twitter.com
[2] zoom.us

Top Domains in Tweet in G9:
[16] powerbi.com
[15] twitter.com
[6] manning.com
[5] tableau.com
[5] linkedin.com
[2] peakd.com

Top Domains in Tweet in G10:
[9] howmuch.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1059] dataviz
[224] datascience
[150] rstats
[83] data
[83] machinelearning
[78] bigdata
[75] python
[70] analytics
[63] suriya
[63] tnstandwithsuriya



Top Hashtags in Tweet in G1:
[72] dataviz

Top Hashtags in Tweet in G2:
[90] dataviz
[10] datascience
[8] datavisualization
[5] covid19
[5] data
[4] graphs
[4] python
[4] dataanalytics
[3] usa
[3] chart

Top Hashtags in Tweet in G3:
[63] suriya
[63] tnstandwithsuriya
[63] dataviz

Top Hashtags in Tweet in G4:
[79] dataviz
[32] tidytuesday
[26] rstats
[26] 100daysofcode
[18] datascience
[15] tidyverse
[13] coding
[13] analytics
[13] python
[13] programmers

Top Hashtags in Tweet in G5:
[41] datascience
[41] dataviz
[40] datascientists
[38] coding
[38] python
[31] bigdata
[31] machinelearning
[29] rstats
[29] ai
[28] neuralnetworks

Top Hashtags in Tweet in G6:
[49] dataviz
[43] datascience
[40] earthobservation
[33] marine
[33] digital
[33] oceans
[33] app
[7] climatedata
[3] machinelearning
[3] ai

Top Hashtags in Tweet in G7:
[26] dataviz
[8] datavisualization
[6] labnotes
[6] mexican
[4] nfl
[3] tableau
[3] datafam
[3] covid19
[3] movevis
[3] rayshader

Top Hashtags in Tweet in G8:
[33] dataviz
[6] ddj
[3] programming
[3] datascience
[3] codespaces
[1] datapreview
[1] code2020
[1] devtools
[1] jsnotebookinspector
[1] jsnotebooks

Top Hashtags in Tweet in G9:
[48] dataviz
[21] tableau
[19] powerbi
[16] rhino3d
[16] bim
[16] datadriven
[16] dashboard
[16] businessintelligence
[16] nocode
[8] datascience

Top Hashtags in Tweet in G10:
[28] dataviz
[20] bigdata
[20] datascience
[13] career
[13] analytics
[13] ml
[13] bi
[13] architect
[13] statistics
[13] tech

Top Words
Top Words in Tweet in Entire Graph:
[1097] #dataviz
[251] de
[242] #datascience
[186] data
[172] #rstats
[126] ம
[109] check
[102] #machinelearning
[93] #bigdata
[90] created

Top Words in Tweet in G1:
[72] puntofisso
[72] #dataviz
[63] mapping
[63] choices
[63] affect
[63] views
[63] migrants
[63] super
[63] interesting
[63] bias

Top Words in Tweet in G2:
[90] #dataviz
[16] data
[10] #datascience
[8] #datavisualization
[6] time
[6] de
[5] #covid19
[5] news
[5] matplotlib
[5] #data

Top Words in Tweet in G3:
[126] ம
[63] #suriya
[63] என
[63] மன
[63] தன
[63] check
[63] #tnstandwithsuriya
[63] trend
[63] twitter
[63] suriya's

Top Words in Tweet in G4:
[85] #dataviz
[34] spending
[32] #tidytuesday
[32] #rstats
[26] #100daysofcode
[24] code
[22] week
[19] online
[19] el
[18] #datascience

Top Words in Tweet in G5:
[56] gt
[50] #datascience
[50] #dataviz
[40] #datascientists
[40] #bigdata
[40] #machinelearning
[38] great
[38] #coding
[38] #python
[38] #rstats

Top Words in Tweet in G6:
[49] #dataviz
[43] #datascience
[40] viewer
[40] powerful
[40] copernicuseu
[40] #earthobservation
[33] pleased
[33] provide
[33] central
[33] tool

Top Words in Tweet in G7:
[26] #dataviz
[13] tableau
[12] voters
[12] immigrant
[9] apmresearch
[9] state
[8] #datavisualization
[8] tableaupublic
[8] check
[6] nfl

Top Words in Tweet in G8:
[34] #dataviz
[14] observable
[12] source
[10] de
[9] observablehq
[9] hunch
[9] confirmed
[9] theonion
[9] article
[9] titles

Top Words in Tweet in G9:
[53] #dataviz
[26] data
[25] goal
[22] #tableau
[19] #powerbi
[16] kick
[16] tires
[16] report
[16] #rhino3d
[16] geometry

Top Words in Tweet in G10:
[29] #dataviz
[20] fisher85m
[20] #bigdata
[20] #datascience
[15] mikequindazzi
[14] interesting
[13] copy
[13] antgrasso
[13] #career
[13] paths

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[65] mapping,choices
[65] choices,affect
[65] affect,views
[65] views,migrants
[65] migrants,super
[65] super,interesting
[65] interesting,bias
[65] bias,created
[65] created,maps
[65] maps,puntofisso

Top Word Pairs in Tweet in G1:
[63] mapping,choices
[63] choices,affect
[63] affect,views
[63] views,migrants
[63] migrants,super
[63] super,interesting
[63] interesting,bias
[63] bias,created
[63] created,maps
[63] maps,puntofisso

Top Word Pairs in Tweet in G2:
[4] lying,time
[4] time,politicians
[4] politicians,journalists
[4] journalists,corporations
[4] corporations,manipulate
[4] manipulate,present
[4] present,data
[4] data,end
[4] end,fool
[4] fool,book

Top Word Pairs in Tweet in G3:
[63] #suriya,என
[63] என,ம
[63] ம,ம
[63] ம,மன
[63] மன,தன
[63] தன,check
[63] check,#tnstandwithsuriya
[63] #tnstandwithsuriya,trend
[63] trend,twitter
[63] twitter,suriya's

Top Word Pairs in Tweet in G4:
[13] history,programming
[13] programming,languages
[13] languages,1965
[13] 1965,2019
[13] 2019,#coding
[13] #coding,#datascience
[13] #datascience,#analytics
[13] #analytics,#dataviz
[13] #dataviz,#python
[13] #python,#100daysofcode

Top Word Pairs in Tweet in G5:
[38] #python,#rstats
[38] #bigdata,#datascience
[28] time,favorites
[28] favorites,gt
[28] gt,gt
[28] gt,complete
[28] complete,list
[28] list,best
[28] best,cheat
[28] cheat,sheets

Top Word Pairs in Tweet in G6:
[40] #earthobservation,#dataviz
[40] #dataviz,#datascience
[33] pleased,provide
[33] provide,central
[33] central,viewer
[33] viewer,tool
[33] tool,copernicuseu
[33] copernicuseu,#marine
[33] #marine,portal
[33] portal,myocean

Top Word Pairs in Tweet in G7:
[11] tableau,#dataviz
[9] state,tableau
[6] #labnotes,blog
[6] blog,apmresearch
[6] apmresearch,66
[6] 66,potential
[6] potential,voters
[6] voters,#mexican
[6] #mexican,immigrant
[6] immigrant,check

Top Word Pairs in Tweet in G8:
[12] #dataviz,source
[9] hunch,confirmed
[9] confirmed,theonion
[9] theonion,article
[9] article,titles
[9] titles,longer
[9] longer,#dataviz
[6] educator,observable
[6] observable,teach
[6] teach,#dataviz

Top Word Pairs in Tweet in G9:
[17] #dataviz,#tableau
[16] kick,tires
[16] tires,#powerbi
[16] #powerbi,report
[16] report,#rhino3d
[16] #rhino3d,geometry
[16] geometry,data
[16] data,produced
[16] produced,semantic
[16] semantic,toolkit

Top Word Pairs in Tweet in G10:
[13] fisher85m,copy
[13] copy,mikequindazzi
[13] mikequindazzi,antgrasso
[13] antgrasso,interesting
[13] interesting,#career
[13] #career,paths
[13] paths,#bigdata
[13] #bigdata,#analytics
[13] #analytics,#datascience
[13] #datascience,#dataviz

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@puntofisso
@suriya_offl
@copernicuseu
@fisher85m
@mikequindazzi
@tableau
@antgrasso
@eulawdatapubs
@eu_eurostat
@ourworldindata

Top Mentioned in G1:
@puntofisso

Top Mentioned in G3:
@suriya_offl

Top Mentioned in G4:
@ourworldindata
@xocasgv
@antonbardera
@datavislisboa
@r4dscommunity
@fndvit

Top Mentioned in G5:
@tdatascience
@pebaryan
@viji112

Top Mentioned in G6:
@copernicuseu
@cmems_eu
@mercatorocean

Top Mentioned in G7:
@tableau
@apmresearch
@tableaupublic
@trimydata
@tylermorganwall
@hadleywickham
@sahanjournal
@nilc
@latinousa
@us_vote

Top Mentioned in G8:
@observablehq
@theonion
@ajlabs
@ajenglish
@github
@code
@mbostock
@d3js_org
@mf_viz
@apachearrow

Top Mentioned in G9:
@fcmidtjylland
@henrik1101
@fisher85m

Top Mentioned in G10:
@fisher85m
@mikequindazzi
@antgrasso
@howmuch_net

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@aaroncuddeback
@femtech_
@eyegloarts
@billnigh
@taieb_bot
@xaelbot
@raivoonet
@reuters

Top Tweeters in G1:
@baaldl
@kimbangtong
@walking_sempre
@puntofisso
@kmangyo
@luissantos
@vjk2005
@smiddi
@gaho_bless
@zingimm

Top Tweeters in G2:
@lucasoft_co_uk
@jenstirrup
@bobehayes
@michelb
@eelrekab
@infocaptor
@phishfindr
@rbukralia
@clay1016
@engrsofmnl

Top Tweeters in G3:
@dinesh_yuvi12
@thaveethuraja3
@gobinath_suriya
@mathavan2343
@mysoulforpeace
@ravikumar_offl
@srijesh_offl
@ghouse_offl
@cutiesabee
@suriyamaara

Top Tweeters in G4:
@femtech_
@xaelbot
@codedailybot
@100xcode
@codegnuts
@nlognbot
@bbbcccnnn
@robotproud
@abhworthington
@jerryvermanen

Top Tweeters in G5:
@andrewmorrisuk
@ricardo_ik_ahau
@lldzne
@kirkdborne
@thomashilbig2
@elcavalos
@de_mk7
@douglasmun
@rzembo
@_ablayla

Top Tweeters in G6:
@raivoonet
@ciangaia
@elleallever
@copernicuseu
@caribesurorg
@aemet_clamancha
@yamunaoverseas
@hayleyeversking
@dsm_nordkirche
@kahumoanaike

Top Tweeters in G7:
@winwithmalliard
@chjournalist
@hadleywickham
@latinousa
@tableau
@vizwizbi
@nilc
@us_vote
@iamanimmigrant
@lancemrinker

Top Tweeters in G8:
@ajenglish
@fabianacecin
@xtaldave
@denniskioko
@waynesutton
@theonion
@roaldenviro
@deadlyjackflash
@cliftonbarnhart
@tarasnovak

Top Tweeters in G9:
@dataaugmented
@hubofml
@bro_arsenal
@mishraabhia
@manningbooks
@martynday
@britbim
@arquitextonica
@news_nocode
@etroxel

Top Tweeters in G10:
@cybersec_feeds
@machine_ml
@cybazesocial
@worldtrendsinfo
@motorcycletwitt
@recruitments360
@mikequindazzi
@philppechopin
@antgrasso
@social_molly


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