data visualization, Twitter, 9/16/2021 8:04:01 AM, 262171


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data visualization_2021-09-15_23-24-56.xlsx
data visualization_2021-09-15_23-24-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2021
Short Description:
data visualization via NodeXL https://bit.ly/3CfLxq5
@icymi_r
@datavizsociety
@artz5145
@ml_india_
@hmason
@edwardtufte
@rainmaker1973
@fabriciosx
@py_data_sci
@developerbot_v1

Top hashtags:
#datascience
#python
#machinelearning
#datavisualization
#data
#analytics

Description:
Description
The graph represents a network of 6,040 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 16 September 2021 at 06:36 UTC.

The requested start date was Thursday, 16 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 5-hour, 40-minute period from Friday, 03 September 2021 at 18:20 UTC to Thursday, 16 September 2021 at 00:00 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 : 6040
Unique Edges : 3299
Edges With Duplicates : 10701
Total Edges : 14000
Number of Edge Types : 5
Retweet : 4606
MentionsInRetweet : 5665
Tweet : 2294
Replies to : 330
Mentions : 1105
Self-Loops : 2336
Reciprocated Vertex Pair Ratio : 0.0190506429591999
Reciprocated Edge Ratio : 0.0373890014020876
Connected Components : 1404
Single-Vertex Connected Components : 727
Maximum Vertices in a Connected Component : 1691
Maximum Edges in a Connected Component : 6189
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.901749
Graph Density : 0.000175980848546259
Modularity : 0.47768
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,040 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 16 September 2021 at 06:36 UTC.

The requested start date was Thursday, 16 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 5-hour, 40-minute period from Friday, 03 September 2021 at 18:20 UTC to Thursday, 16 September 2021 at 00:00 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 : GraphServerTwitterSearch
Graph Term : data visualization
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:
[29] https://zpy.io/ca/6c953772
[20] https://twitter.com/pomeranian99/status/1435614674108788744
[20] https://twinybots.ch/
[15] https://raw.githubusercontent.com/rstudio/cheatsheets/master/data-visualization.pdf
[14] https://www.rstudio.com/resources/cheatsheets/
[12] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fuxdesign.cc%2F20-ideas-for-better-data-visualization-73f7e3c2782d
[10] https://gijn.org/2021/09/07/my-favorite-tools-venezuelas-lisseth-boon-on-design-and-data-visualization/
[10] https://www.kdnuggets.com/2020/05/top-10-data-visualization-tools-every-data-scientist.html
[9] https://tech.speee.jp/entry/2021/09/10/151205
[9] http://91-divoc.com/pages/covid-visualization/?chart=states-normalized&highlight=Florida&show=highlight-only&y=both&scale=linear&data=deaths-daily-7&data-source=jhu&xaxis=right&extra=Arizona%2CCalifornia%2CTexas#states-normalized

Top URLs in Tweet in G1:
[5] https://twinybots.ch/
[5] https://shopycart.net/factors-to-consider-before-designing-big-data-visualization/
[4] https://www.chatterbuzzmedia.com/blog/data-visualization-google-data-studio/?ref=quuu
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fuxdesign.cc%2F20-ideas-for-better-data-visualization-73f7e3c2782d
[4] https://gijn.org/2021/09/07/my-favorite-tools-venezuelas-lisseth-boon-on-design-and-data-visualization/
[3] https://uxdesign.cc/20-ideas-for-better-data-visualization-73f7e3c2782d
[3] https://www.fastcompany.com/90671506/this-stark-visualization-proves-it-you-should-be-making-a-lot-more-money
[3] https://www.udemy.com/course/data-visualization-in-excel-for-business-professionals/?couponCode=SPRFR1VIZ
[3] https://www.surveymonkey.com/r/dataviz2021
[3] https://tech.speee.jp/entry/2021/09/10/151205

Top URLs in Tweet in G2:
[29] https://zpy.io/ca/6c953772
[15] https://twinybots.ch/
[7] https://www.kdnuggets.com/2020/11/top-python-libraries-data-science-data-visualization-machine-learning.html
[6] https://freecourse.tech/2021/09/06/downloaddata-visualization-with-python-for-beginners/#freecourse
[6] https://www.couponed12.com/2021/09/augmented-data-visualization-with.html
[5] https://hmix13.medium.com/3d-interactive-data-visualization-45912b0e5685?source=rss------python-5
[5] https://naina0412.medium.com/day-9-60-days-of-data-science-and-machine-learning-2d0f75a498b9?sk=0399df5a42b8b1a7f84c8090a38dafbd
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fpub.towardsai.net%2F5-awesome-data-visualization-libraries-in-python-a93e909de2d2%3Fsource%3Drss----98111c9905da---4%253Fsource%253Dsocial.tw
[4] https://towardsdatascience.com/3d-interactive-data-visualization-45912b0e5685?source=rss------artificial_intelligence-5&utm_source=dlvr.it&utm_medium=twitter
[4] https://builtin.com/data-science/data-visualization-tutorial

Top URLs in Tweet in G4:
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DdFiBqR6D_qw&q=EgS4SO-bGN7Ii4oGIhAe7VpXZhqg-KTZBLs30wIoMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DdFiBqR6D_qw&q=EgS4SO-bGMjKi4oGIhCRMbb59Gxd8TIhOaEOb2prMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DdFiBqR6D_qw&q=EgS4SO-bGODKi4oGIhDciUbuJa-K2sLlrYNBUoykMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DNv6FrucrvNk&q=EgS4SO-bGPzKi4oGIhCp1VEhvz1klBnRz2Cd20ARMgFy

Top URLs in Tweet in G5:
[13] https://raw.githubusercontent.com/rstudio/cheatsheets/master/data-visualization.pdf
[13] https://www.rstudio.com/resources/cheatsheets/
[7] https://www.amazon.com/Storytelling-Data-Visualization-Business-Professionals/dp/1119002257?pd_rd_w=yC3ZI&pf_rd_p=ecb2692f-0365-4eca-a102-58ef51a608ce&pf_rd_r=KJNT943ACGJ1A9815CWQ&pd_rd_r=0ee056a6-56ad-49fe-9d88-696232ce32a5&pd_rd_wg=aRkpS&pd_rd_i=1119002257&psc=1&linkCode=shr&tag=amz0e61-20&language=en_US&ref_=as_li_ss_shr&creativeASIN=1119002257&camp=213733&creative=393185&linkId=9b43220368a52271ae96acb96edc157d
[4] https://www.amazon.com/Fundamentals-Data-Visualization-Informative-Compelling/dp/1492031089?pd_rd_w=KZz5J&pf_rd_p=016e3697-91be-4dc2-9533-ef9350e7e73d&pf_rd_r=0PJE9FJA3N0SCXY9CX9W&pd_rd_r=2bbadeb4-2fed-47fe-82c3-be3d901b69bb&pd_rd_wg=lqX41&pd_rd_i=1492031089&psc=1&linkCode=shr&tag=amz0e61-20&language=en_US&ref_=as_li_ss_shr&creativeASIN=1492031089&camp=213733&creative=393185&linkId=93dce91d1272d44e4292185c8ed2f914
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DnW4wvogm-nw&q=EgS4SO-bGM_Ii4oGIhAqzdaBngm2MiSJoJKwJk2-MgFy
[1] https://www.eventbrite.com/e/swrk-a-beginners-workshop-in-r-programming-for-social-workers-tickets-169922890941
[1] https://twitter.com/TheGinaGi/status/1435734415771045895
[1] https://kphahn57.medium.com/evolution-of-a-data-visualization-35765ae1de0c?sk=9274cbc48f707f647d0814fbd588953f

Top URLs in Tweet in G7:
[18] https://twitter.com/pomeranian99/status/1435614674108788744
[1] https://jsfiddle.net/flek/6pmwxbqn/
[1] https://wwwtyro.github.io/candygraph/examples/dist/
[1] https://twitter.com/wwwtyro/status/1435410025569263620

Top URLs in Tweet in G8:
[1] https://91-divoc.com/pages/covid-visualization/?chart=states-normalized&highlight=Michigan&show=highlight-only&y=highlight&scale=linear&data=cases-daily-7&data-source=jhu&xaxis=right-4wk&extra=Missouri%2CWyoming%2CFlorida%2CSouth%20Carolina%2CAlaska%2CLouisiana%2CKansas%2CPennsylvania%2COklahoma%2CMississippi%2CNew%20York%2CAlabama%2CTexas%2CMaryland%2CNew%20York%2CGeorgia%2CKentucky%2CArkansas%2CNorth%20Carolina%2CMassachusetts%2CHawaii%2CTennessee%2CWest%20Virginia#states-normalized

Top URLs in Tweet in G10:
[3] https://www.iima.ac.in/web/areas-and-centres/research-centers/igpc/data-visualization.html
[2] https://clauswilke.com/dataviz/
[1] https://www.mapbox.com/blog/cnn-maps-the-most-diverse-usa-ever
[1] https://www.coursera.org/specializations/excel-data-analytics-visualization?utm_source=tw&utm_medium=social&utm_campaign=s12n_exceldataanalytics_05102021
[1] https://web.iima.ac.in/exed/programme-details.php?id=NDQ4
[1] https://biology.mit.edu/wp-content/uploads/2021/01/IAP-2021-Poster-Skills-in-Science.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[1172] fplanalytics.com
[317] youtube.com
[185] twitter.com
[150] zpy.io
[143] medium.com
[104] github.io
[98] kdnuggets.com
[76] viewscoupon.com
[69] towardsdatascience.com
[46] twinybots.ch

Top Domains in Tweet in G1:
[63] twitter.com
[26] youtube.com
[21] medium.com
[15] linkedin.com
[14] twinybots.ch
[14] google.com
[13] informationweek.com
[11] viewscoupon.com
[9] bit.ly
[9] udemy.com

Top Domains in Tweet in G2:
[130] zpy.io
[88] medium.com
[65] viewscoupon.com
[64] kdnuggets.com
[54] towardsdatascience.com
[32] twinybots.ch
[28] stat.world
[26] couponed12.com
[17] youtube.com
[16] builtin.com

Top Domains in Tweet in G3:
[1] oracle.com

Top Domains in Tweet in G4:
[232] youtube.com
[7] google.com

Top Domains in Tweet in G5:
[87] github.io
[30] datacamp.com
[17] githubusercontent.com
[17] rstudio.com
[12] amazon.com
[11] zpy.io
[7] medium.com
[4] twitter.com
[2] stackoverflow.com
[2] github.com

Top Domains in Tweet in G6:
[1] github.io
[1] autodesk.com

Top Domains in Tweet in G7:
[21] twitter.com
[1] wolfram.com
[1] jsfiddle.net
[1] github.io

Top Domains in Tweet in G8:
[3] datasketch.co
[2] 91-divoc.com
[1] washingtonpost.com
[1] datoscontrafeminicidio.net
[1] ccij.io
[1] twitter.com
[1] dskt.ch

Top Domains in Tweet in G9:
[1] github.com

Top Domains in Tweet in G10:
[6] behance.net
[4] ac.in
[3] domestika.org
[3] kaggle.com
[3] coursera.org
[2] youtube.com
[2] udemy.com
[2] mapbox.com
[2] clauswilke.com
[1] github.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[822] datascience
[494] python
[399] machinelearning
[347] datavisualization
[291] data
[259] analytics
[239] ai
[221] bigdata
[212] rstats
[200] dataviz



Top Hashtags in Tweet in G1:
[47] data
[46] datavisualization
[40] visualization
[28] analytics
[27] dataviz
[18] 66daysofdata
[18] dataanalytics
[15] datascience
[12] learning
[12] adptech

Top Hashtags in Tweet in G2:
[661] datascience
[457] python
[360] machinelearning
[221] ai
[202] analytics
[198] bigdata
[177] datavisualization
[153] data
[139] 100daysofcode
[131] artificialintelligence

Top Hashtags in Tweet in G3:
[2] september11th
[1] mysql
[1] oci
[1] oraclecloud
[1] apachesuperset

Top Hashtags in Tweet in G4:
[189] straykids
[36] txt
[6] theboyz
[4] got7
[2] drippin

Top Hashtags in Tweet in G5:
[143] rstats
[97] datascience
[29] dataviz
[12] machinelearning
[9] python
[6] infographics
[6] ggplot
[5] ggplot2
[5] bigdata
[5] swrk

Top Hashtags in Tweet in G6:
[1] rstats
[1] datascience

Top Hashtags in Tweet in G7:
[12] wolfram

Top Hashtags in Tweet in G8:
[1] newsletter
[1] aldh
[1] purduedh

Top Hashtags in Tweet in G10:
[25] datavisualization
[23] dataviz
[9] datascience
[6] census2020
[4] databytes
[4] lunchandlearn
[4] excel
[3] 100daysofdatascience
[3] data
[3] science

Top Words
Top Words in Tweet in Entire Graph:
[7536] data
[6142] visualization
[1273] gt
[1054] 2021
[828] top
[822] #datascience
[709] python
[678] text
[677] last
[665] wikileaks

Top Words in Tweet in G1:
[1009] data
[765] visualization
[140] ø
[88] ù
[72] more
[62] analysis
[54] analytics
[54] tools
[50] using
[49] learn

Top Words in Tweet in G2:
[1840] data
[1353] visualization
[661] #datascience
[536] python
[464] science
[455] #python
[352] #machinelearning
[226] learning
[221] #ai
[202] #analytics

Top Words in Tweet in G3:
[664] text
[660] wikileaks
[340] data
[340] visualization
[331] phrases
[331] taken
[331] pager
[331] 11
[331] published
[331] larger

Top Words in Tweet in G4:
[239] data
[239] visualization
[239] 2021
[239] co
[237] total
[237] album
[237] sales
[233] koreansales_twt
[231] 08
[195] 01

Top Words in Tweet in G5:
[315] data
[281] visualization
[143] #rstats
[97] #datascience
[86] rob
[86] kabacoff
[85] icymi_r
[70] learn
[57] interactive
[37] create

Top Words in Tweet in G6:
[264] datasaurus
[132] anscombe's
[132] quartet
[132] dozen
[132] difficult
[132] demonstrate
[132] importance
[131] rainmaker1973
[4] data
[3] visualization

Top Words in Tweet in G7:
[139] data
[121] visualization
[103] kind
[103] literary
[102] hmason
[12] #wolfram
[12] excited
[12] offering
[12] free
[12] course

Top Words in Tweet in G8:
[89] data
[66] pretty
[45] montyboa99
[44] edwardtufte
[43] helps
[43] visualize
[42] projectlincoln
[42] animated
[42] map
[42] overlay

Top Words in Tweet in G9:
[102] case
[102] interested
[102] wrote
[102] bunch
[102] visualization
[102] programs
[102] tailored
[102] admin
[102] data
[102] analysis

Top Words in Tweet in G10:
[159] data
[75] visualization
[43] analysis
[33] science
[31] learning
[30] machine
[28] fedfragapane
[25] #datavisualization
[24] course
[23] #dataviz

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3923] data,visualization
[603] transfers,last
[603] last,hour
[603] hour,top
[598] sep,2021
[591] gt,visualization
[591] visualization,gt
[588] 00,gmt
[586] gmt,full
[586] full,gw

Top Word Pairs in Tweet in G1:
[578] data,visualization
[53] ø,ø
[51] ø,ù
[43] data,analysis
[42] ù,ø
[34] visualization,tool
[29] interactive,data
[25] big,data
[24] analysis,visualization
[22] visualization,data

Top Word Pairs in Tweet in G2:
[1057] data,visualization
[464] data,science
[222] python,data
[147] science,data
[139] #machinelearning,#datascience
[134] machine,learning
[109] #bigdata,#analytics
[109] visualization,machine
[96] science,visualization
[91] interactive,data

Top Word Pairs in Tweet in G3:
[331] visualization,text
[331] text,phrases
[331] phrases,taken
[331] taken,pager
[331] pager,data
[331] data,11
[331] 11,published
[331] published,wikileaks
[331] wikileaks,larger
[331] larger,text

Top Word Pairs in Tweet in G4:
[239] data,visualization
[237] total,album
[237] album,sales
[235] 2021,co
[233] koreansales_twt,data
[231] 08,2021
[193] sales,01
[189] visualization,#straykids
[189] #straykids,total
[189] 01,2018

Top Word Pairs in Tweet in G5:
[232] data,visualization
[86] visualization,rob
[86] rob,kabacoff
[86] kabacoff,#rstats
[86] #rstats,#datascience
[85] icymi_r,data
[30] interactive,data
[26] learn,create
[19] visualization,plotly
[17] introduction,data

Top Word Pairs in Tweet in G6:
[132] anscombe's,quartet
[132] quartet,datasaurus
[132] datasaurus,datasaurus
[132] datasaurus,dozen
[132] dozen,difficult
[132] difficult,demonstrate
[132] demonstrate,importance
[131] rainmaker1973,anscombe's
[3] data,visualization

Top Word Pairs in Tweet in G7:
[119] data,visualization
[103] kind,literary
[103] literary,data
[102] hmason,kind
[12] #wolfram,excited
[12] excited,offering
[12] offering,free
[12] free,course
[12] course,exploring
[12] exploring,communicate

Top Word Pairs in Tweet in G8:
[42] projectlincoln,animated
[42] animated,map
[42] map,overlay
[42] overlay,helps
[42] helps,visualize
[42] visualize,politicide
[42] politicide,virus
[42] virus,inspiration
[42] inspiration,prof
[42] prof,edwardtufte

Top Word Pairs in Tweet in G9:
[102] case,interested
[102] interested,wrote
[102] wrote,bunch
[102] bunch,visualization
[102] visualization,programs
[102] programs,tailored
[102] tailored,admin
[102] admin,data
[102] data,analysis
[102] analysis,stata

Top Word Pairs in Tweet in G10:
[66] data,visualization
[43] data,analysis
[33] data,science
[31] learning,data
[30] science,machine
[30] machine,learning
[20] #datavisualization,#dataviz
[19] visualization,design
[19] design,#datavisualization
[18] fedfragapane,data

Top Replied-To
Top Replied-To in Entire Graph:
@ctsocialite
@haltakov
@wisevis
@pc4media
@rogmarygarcia
@drchuck
@pbump
@govendahq
@karim_douieb
@myvaccinecount

Top Replied-To in G1:
@lida_africa

Top Replied-To in G2:
@haltakov
@omarsar0
@driscollis
@andrewjacksonza
@mongodb
@gapminder

Top Replied-To in G5:
@wisevis
@mrworthington
@psiupdate
@rbsz3
@r_graph_gallery
@appliedmaths

Top Replied-To in G8:
@pbump
@projectlincoln
@cook34h
@brennanspiegel

Top Replied-To in G10:
@drchuck
@fedfragapane
@maartenzam

Top Mentioned
Top Mentioned in Entire Graph:
@wikileaks
@koreansales_twt
@rainmaker1973
@machinelearnflx
@hmason
@akbarth3great
@jankabatek
@icymi_r
@ml_india_
@codingpseudo

Top Mentioned in G1:
@postpossible
@chasmaplace
@enfusesolution
@digitaldevnet
@ronaldtootall
@mihaibrinas
@ibaamerica
@drbelushi
@lindsayadams22
@qualitywrites_

Top Mentioned in G2:
@machinelearnflx
@akbarth3great
@ml_india_
@codingpseudo
@sheraj99
@projects_007
@mais_abusalah
@doxyaxone
@rhablamos
@teneikaask_you

Top Mentioned in G3:
@wikileaks
@mysql
@apachesuperset

Top Mentioned in G4:
@koreansales_twt

Top Mentioned in G5:
@icymi_r
@dd_nana_
@daily_r_sheets
@dd_bun_
@machinelearnflx
@dd_fafa_
@dd_wen_
@rlebron_bioinfo
@r_graph_gallery
@melaniesage

Top Mentioned in G6:
@rainmaker1973
@icymi_r
@hmason

Top Mentioned in G7:
@hmason
@wolframresearch
@comstockery
@frankelavsky
@ml_india_
@rainmaker1973
@flekschas

Top Mentioned in G8:
@montyboa99
@edwardtufte
@projectlincoln
@pbump
@mmfa
@mattgertz
@datasketch
@drericball
@kanarinka
@meidastouch

Top Mentioned in G9:
@jankabatek

Top Mentioned in G10:
@fedfragapane
@sauain
@brenda_geostar
@cnn
@la_lettura
@domestika
@mapbox
@duke
@amzoss
@iimahmedabad

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@eworkde
@chidambara09
@phildecarolis
@cleosagas1
@dhitka
@femtech_
@xaelbot
@kiimiie9419

Top Tweeters in G1:
@eworkde
@justiceoutcry
@rvp
@softmedian
@jimmyroybloom
@m157q_news_rss
@pfanderson
@suriyasubraman
@data_nerd
@edgardotempore1

Top Tweeters in G2:
@sectest9
@chidambara09
@femtech_
@xaelbot
@codedailybot
@aaroncuddeback
@thedeveloperbot
@cybersecurityn8
@100xcode
@discovertech3

Top Tweeters in G3:
@phildecarolis
@cleosagas1
@algonfdez
@billm9
@johnjoechad
@oldsalz
@cook_robert_l
@drago237
@donotgiveuphope
@brendahazelhur1

Top Tweeters in G4:
@kiimiie9419
@jypn_gotpm
@katauy0089
@a_a99946507
@min_minsun
@small_skz
@fifteenthdec
@pkspuxbpt
@hhj325801
@kokonimeru

Top Tweeters in G5:
@rstatstweet
@bungobot1
@4c7f21ac5bb74b0
@drpecon
@urfagundem
@dd_fafa_
@seunbajo
@dd_nana_
@telehealthbot
@jasonwilliamsny

Top Tweeters in G6:
@sdevincenzo
@charminggrump
@mark45dominic
@ptialex77
@ilimlevebilimle
@urghthiskhairul
@frank_mcg
@briantrice
@rainmaker1973
@blueshlight

Top Tweeters in G7:
@vipiiun
@poeticalization
@happylday
@neizod
@ifif___
@iannnnn
@ifine
@margymaclibrary
@amethystqloi
@st_aholic

Top Tweeters in G8:
@bannerite
@cotey_mary
@morgfair
@roripierpont1
@jot_au
@rebellegrrl
@reggiebub
@jengrimes8
@socratic1
@weirmb

Top Tweeters in G9:
@price_laborecon
@kamromero
@sadizid
@urbanhobbit
@ryanbedwards
@arindube
@raneeque
@evanrobertsnz
@imbernomics
@melatinungsari

Top Tweeters in G10:
@tarundsnaol
@ricardo_ik_ahau
@cnn
@leojabbasky
@matador000
@dapo43
@yunsjunk
@infamosrichie
@duberneygalvis
@arnicas