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data visualization_2022-06-22_23-21-04.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2022
Short Description:
data visualization via NodeXL https://bit.ly/3xK7fSJ
@rmarkdown
@ivybarley
@aakriti_sarma
@pacoramon
@nainachaturved8
@fabriciosx
@ogbenidipo
@darkweb766
@frankelavsky
@blkhwk0ps

Top hashtags:
#dataviz
#rstats
#datavisualization
#datascience
#data
#python

Description:
Description
The graph represents a network of 6,855 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, 23 June 2022 at 06:30 UTC.

The requested start date was Thursday, 23 June 2022 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 10-day, 8-hour, 53-minute period from Sunday, 12 June 2022 at 15:06 UTC to Thursday, 23 June 2022 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 : 6855
Unique Edges : 2665
Edges With Duplicates : 11548
Total Edges : 14213
Number of Edge Types : 5
Mentions : 917
Retweet : 5371
MentionsInRetweet : 6001
Tweet : 1613
Replies to : 311
Self-Loops : 1664
Reciprocated Vertex Pair Ratio : 0.0149750415973378
Reciprocated Edge Ratio : 0.0295081967213115
Connected Components : 1258
Single-Vertex Connected Components : 666
Maximum Vertices in a Connected Component : 3018
Maximum Edges in a Connected Component : 8082
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.633021
Graph Density : 0.000142814058437129
Modularity : 0.483385
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,855 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, 23 June 2022 at 06:30 UTC.

The requested start date was Thursday, 23 June 2022 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 10-day, 8-hour, 53-minute period from Sunday, 12 June 2022 at 15:06 UTC to Thursday, 23 June 2022 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:
[50] https://citedrive.com/blog/data-visualization-packages-for-r-you-should-check-out/
[50] https://raw.githubusercontent.com/rstudio/cheatsheets/master/data-visualization.pdf
[50] https://www.rstudio.com/resources/cheatsheets/
[45] https://handsondataviz.org/
[35] https://www.smashingmagazine.com/2022/06/web-design-done-well-delightful-data-visualization-examples/
[28] https://towardsdatascience.com/data-visualization-with-matplotlib-seaborn-and-pandas-288f63b99751?source=social.tw
[22] https://radarinfo01.blogspot.com/2020/10/mastering-data-visualization-in-d3js.html
[18] https://www.viewscoupon.com/2022/06/tableau-data-visualization-step-by-step.html
[17] https://news.mit.edu/2022/data-visualization-accessible-blind-0602
[17] https://stat.world/biportal/?lang=en

Top URLs in Tweet in G2:
[22] https://www.smashingmagazine.com/2022/06/web-design-done-well-delightful-data-visualization-examples/
[10] https://news.mit.edu/2022/data-visualization-accessible-blind-0602
[8] https://sumatosoft.com/blog/whats-iot-data-visualization-best-practices-examples
[6] https://twinybots.ch/
[5] https://www.viewscoupon.com/2022/06/tableau-data-visualization-step-by-step.html
[5] https://www.amazon.it/Leconomia-autonoma-Digilosofia-intelligenze-artificiali-ebook/dp/B08LL7FD2X/ref=
[5] https://misterreset.blogspot.com/2021/10/open-data-smart-printing-da-instagram.html
[5] https://www.freecodecamp.org/news/data-viz-from-thought-to-chart/?utm_content=211791386&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[4] https://blogheist.com/best-wordpresss-data-visualization-plugins/
[3] https://www.unhcr.org/news/briefing/2022/6/62a2f90a1a/unhcr-data-visualization-mediterranean-crossings-charts-rising-death-toll.html

Top URLs in Tweet in G3:
[1] https://forms.office.com/pages/responsepage.aspx?id=y9Zan8DCREeXbxuAco5_NEIP4BgyUsBHtIYZzByP2ZdUOVo5NDJRSUZUTFUyMDRIMzBBQTk4VVBQSy4u
[1] https://www.businessinsider.com/how-to-get-job-spotify-linkedin-post-data-visualization-2022-6

Top URLs in Tweet in G4:
[47] https://citedrive.com/blog/data-visualization-packages-for-r-you-should-check-out/
[11] https://imp.i384100.net/c/2840738/1242836/14726?prodsku=crse%3ArKs1yZbpEeu46w60Xgbpdw&u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fdata-visualization-r&intsrc=CATF_9419&level=1&brwsr=bot&brwsrsig=3jr0xZWggwVt1kMSob1zbxttU6%3ATTT
[9] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2F8-rules-for-optimal-use-of-color-in-data-visualization-b283ae1fc1e2
[7] https://www.youtube.com/watch?v=HPJn1CMvtmI&feature=youtu.be

[7] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fpractical-guide-to-data-visualization-83e375b0037
[5] https://www.datacamp.com/courses/data-visualization-for-everyone?irclickid=&irgwc=1
[4] https://www.maths.usyd.edu.au/u/UG/SM/STAT3022/r/current/Misc/data-visualization-2.1.pdf
[4] https://imp.i384100.net/c/2840738/1242836/14726?prodsku=crse%3AXNsQpICMEeyoNA5LwAhmgw&u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fdata-analysis-visualization-foundations-assessment&intsrc=CATF_9419&level=1&brwsr=bot&brwsrsig=3jr0xZWggwVt1kMSob1zbxttU6%3ATTT
[3] https://finnstats.com/index.php/2021/10/08/data-visualization-with-r-scatter-plots/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://imp.i384100.net/c/2840738/1242836/14726?prodsku=crse%3AQoJxNRnoEeW9dA4X94-nLQ&u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fanalytics-tableau&intsrc=CATF_9419&level=1&brwsr=bot&brwsrsig=3jr0xZWggwVt1kMSob1zbxttU6%3ATTT

Top URLs in Tweet in G5:
[22] https://radarinfo01.blogspot.com/2020/10/mastering-data-visualization-in-d3js.html
[16] https://medium.com/coders-mojo/day-28-60-days-of-data-science-and-machine-learning-series-ee7e4f3b6b46
[14] https://github.com/rougier/scientific-visualization-book
[13] https://medium.com/coders-mojo/day-37-60-days-of-data-science-and-machine-learning-series-2e78afca9680
[12] https://www.viewscoupon.com/2022/06/tableau-data-visualization-step-by-step.html
[11] https://www.freecodecamp.org/news/data-viz-from-thought-to-chart/?utm_content=211791386&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[10] https://online.datasciencedojo.com/blogs/communication-data-visualization/
[9] https://www.kdnuggets.com/2022/06/plotting-data-visualization-data-science.html?utm_source=rss&utm_medium=rss&utm_campaign=plotting-and-data-visualization-for-data-science
[9] https://zpy.io/ca/c6acfd73
[8] https://www.udemy.com/course/javascript-course-for-beginner-to-expert-data-visualization/?referralCode=43F90ED26D5764577773

Top URLs in Tweet in G6:
[2] https://twitter.com/i/spaces/1DXxyDeZdLdJM
[2] https://citedrive.com/blog/data-visualization-packages-for-r-you-should-check-out/
[1] https://medium.com/@im_akeelah/how-to-calculate-mom-month-over-month-yoy-year-over-year-and-mom-py-month-over-month-previous-9fc0cffea804
[1] https://clauswilke.com/dataviz/
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2F8-rules-for-optimal-use-of-color-in-data-visualization-b283ae1fc1e2
[1] https://www.datacamp.com/courses/data-visualization-in-spreadsheets?irclickid=&irgwc=1
[1] https://www.instagram.com/accounts/login/?next=/p/CfElC4cqd1I/
[1] https://visme.co/blog/data-visualization-statistics/
[1] https://flowingdata.com/2022/06/15/hands-on-data-visualization-an-open-access-book-on-interactive-visualization-for-beginners/
[1] https://www.kdnuggets.com/2022/06/plotting-data-visualization-data-science.html

Top URLs in Tweet in G9:
[4] https://sumatosoft.com/blog/whats-iot-data-visualization-best-practices-examples
[1] https://www.trustradius.com/reviews/tibco-spotfire-2022-02-22-11-45-58

Top URLs in Tweet in G10:
[4] https://infowetrust.com/
[3] https://medium.com/nightingale/writing-alt-text-for-data-visualization-2a218ef43f81
[2] http://vis.csail.mit.edu/pubs/rich-screen-reader-vis-experiences/
[2] https://github.com/ajstarks/dubois-data-portraits/blob/master/dubois-style.md
[2] https://www.practicalreporting.com/blog/2021/11/14/the-biggest-misconception-in-data-visualization
[1] https://twitter.com/infowetrust/status/1536729141419991040
[1] https://news.mit.edu/2022/data-visualization-accessible-blind-0602
[1] https://scads.ai/
[1] https://scads.ai/scads-ai-data-visualization-experts-at-eurovis-in-rome/
[1] https://nlvizworkshop2022.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[137] medium.com
[136] twitter.com
[68] towardsdatascience.com
[51] githubusercontent.com
[50] citedrive.com
[50] rstudio.com
[46] dy.si
[46] handsondataviz.org
[44] smashingmagazine.com
[43] github.com

Top Domains in Tweet in G2:
[56] twitter.com
[29] smashingmagazine.com
[18] medium.com
[15] linkedin.com
[13] mit.edu
[12] google.com
[9] shopycart.net
[8] sumatosoft.com
[8] tweetedtimes.com
[8] github.com

Top Domains in Tweet in G3:
[1] office.com
[1] businessinsider.com

Top Domains in Tweet in G4:
[47] citedrive.com
[26] i384100.net
[17] medium.com
[13] datacamp.com
[8] fiverr.com
[7] youtube.com
[6] real.discount
[4] edu.au
[3] finnstats.com
[3] githubusercontent.com

Top Domains in Tweet in G5:
[54] medium.com
[27] blogspot.com
[24] udemy.com
[19] github.com
[17] kdnuggets.com
[17] comidoc.net
[16] viewscoupon.com
[15] zpy.io
[14] voicestorm.com
[13] datasciencedojo.com

Top Domains in Tweet in G6:
[2] medium.com
[2] twitter.com
[2] citedrive.com
[1] clauswilke.com
[1] datacamp.com
[1] instagram.com
[1] visme.co
[1] flowingdata.com
[1] kdnuggets.com

Top Domains in Tweet in G9:
[4] sumatosoft.com
[1] trustradius.com

Top Domains in Tweet in G10:
[4] infowetrust.com
[3] mit.edu
[3] twitter.com
[3] github.com
[3] medium.com
[2] scads.ai
[2] practicalreporting.com
[1] nlvizworkshop2022.com
[1] isenberg.cc
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[576] dataviz
[539] rstats
[300] datavisualization
[290] datascience
[246] data
[219] python
[185] programming
[182] visualization
[170] 100daysofcode
[170] javascript



Top Hashtags in Tweet in G2:
[64] datavisualization
[59] data
[38] visualization
[22] dataviz
[17] python
[17] datascience
[15] businessintelligence
[14] bigdata
[14] dataanalytics
[12] ai

Top Hashtags in Tweet in G3:
[1] career
[1] advice
[1] job
[1] interview
[1] resume

Top Hashtags in Tweet in G4:
[407] rstats
[398] dataviz
[45] citedrive
[13] datascience
[11] rstudio
[9] 100daysofrpackages
[8] visualization
[8] r
[6] data
[5] ggplot2

Top Hashtags in Tweet in G5:
[182] datascience
[175] python
[167] 100daysofcode
[166] programming
[155] javascript
[142] courses
[136] featured
[124] datavisual
[93] machinelearning
[90] analytics

Top Hashtags in Tweet in G6:
[24] datafam
[14] dataviz
[13] rstats
[6] datascience
[6] datavisualization
[4] dataanalytics
[2] tableau
[2] citedrive
[1] alteryx
[1] hands

Top Hashtags in Tweet in G8:
[1] coding
[1] 100daysofcode
[1] featured
[1] courses
[1] javascript
[1] datavisual
[1] programming

Top Hashtags in Tweet in G9:
[4] iot
[4] iiot
[1] cio
[1] aiot
[1] dataonfire
[1] taf22

Top Hashtags in Tweet in G10:
[7] eurovis2022
[4] dalle
[4] dataviz
[3] eurovis2020
[2] eurovis
[1] a11y
[1] poster
[1] rstats
[1] openeducationalresources
[1] r

Top Words
Top Words in Tweet in Entire Graph:
[8981] data
[5958] visualization
[902] looking
[854] go
[832] skills
[814] mostly
[814] eth
[810] cryptohayes
[810] onchain
[810] wbtc

Top Words in Tweet in G1:
[1621] data
[811] visualization
[810] cryptohayes
[810] go
[810] looking
[810] onchain
[810] wbtc
[810] eth
[810] liquidations
[810] mostly

Top Words in Tweet in G2:
[1076] data
[765] visualization
[110] more
[104] analysis
[64] #datavisualization
[59] #data
[58] tools
[58] design
[56] web
[52] help

Top Words in Tweet in G3:
[515] data
[496] visualization
[484] ivybarley
[459] skills
[451] working
[451] experience
[450] sql
[449] finance
[449] analyst
[449] well

Top Words in Tweet in G4:
[549] data
[532] visualization
[407] #rstats
[398] #dataviz
[381] rmarkdown
[340] free
[337] following
[335] fundamentals
[333] read
[333] ebook

Top Words in Tweet in G5:
[1069] data
[685] visualization
[182] #datascience
[175] #python
[172] course
[171] python
[167] #100daysofcode
[166] #programming
[155] #javascript
[145] javascript

Top Words in Tweet in G6:
[437] data
[244] aakriti_sarma
[169] visualization
[160] dashboards
[159] analytics
[155] portfolio
[154] hot
[154] projects
[154] spice
[154] sales

Top Words in Tweet in G7:
[179] data
[172] analysis
[169] ogbenidipo
[168] career
[168] focus
[168] learning
[168] excel
[168] spreadsheets
[168] microsoft
[168] power

Top Words in Tweet in G8:
[288] data
[142] 10
[142] learning
[142] visualization
[141] tech
[141] skills
[141] demand
[141] machine
[141] mobile
[141] development

Top Words in Tweet in G9:
[209] one
[154] data
[130] iot
[125] biggest
[125] challenges
[125] industry
[125] interpretation
[125] vast
[125] streams
[125] properly

Top Words in Tweet in G10:
[75] data
[68] visualization
[23] getting
[22] particular
[21] mini
[21] rant
[21] call
[21] anyone
[21] noticed
[21] extremely

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4947] data,visualization
[810] go,looking
[810] looking,onchain
[810] onchain,data
[810] data,wbtc
[810] wbtc,eth
[810] eth,liquidations
[810] liquidations,mostly
[810] mostly,happened
[810] happened,data

Top Word Pairs in Tweet in G1:
[811] data,visualization
[810] go,looking
[810] looking,onchain
[810] onchain,data
[810] data,wbtc
[810] wbtc,eth
[810] eth,liquidations
[810] liquidations,mostly
[810] mostly,happened
[810] happened,data

Top Word Pairs in Tweet in G2:
[574] data,visualization
[55] data,analysis
[33] visualization,tools
[33] delightful,data
[32] visualization,data
[32] done,well
[32] well,delightful
[32] visualization,examples
[31] web,design
[31] design,done

Top Word Pairs in Tweet in G3:
[491] data,visualization
[449] working,experience
[449] experience,finance
[449] finance,analyst
[449] analyst,well
[449] well,excellent
[449] excellent,sql
[449] sql,data
[449] visualization,skills
[449] skills,hotjar

Top Word Pairs in Tweet in G4:
[487] data,visualization
[334] fundamentals,data
[333] free,ebook
[333] ebook,fundamentals
[333] #dataviz,#rstats
[325] read,free
[325] visualization,claus
[325] claus,wilke
[325] wilke,#dataviz
[325] #rstats,following

Top Word Pairs in Tweet in G5:
[559] data,visualization
[136] #featured,#courses
[128] #courses,javascript
[128] javascript,course
[128] course,beginner
[128] beginner,expert
[128] expert,data
[128] visualization,#javascript
[124] #javascript,#datavisual
[124] #datavisual,#programming

Top Word Pairs in Tweet in G6:
[159] data,visualization
[159] data,analytics
[154] hot,projects
[154] projects,spice
[154] spice,data
[154] analytics,portfolio
[154] portfolio,sales
[154] sales,dashboards
[154] dashboards,customer
[154] customer,churn

Top Word Pairs in Tweet in G7:
[172] data,analysis
[168] analysis,career
[168] career,focus
[168] focus,learning
[168] learning,excel
[168] excel,spreadsheets
[168] spreadsheets,microsoft
[168] microsoft,power
[168] power,bi
[167] ogbenidipo,data

Top Word Pairs in Tweet in G8:
[142] data,visualization
[141] 10,tech
[141] tech,skills
[141] skills,demand
[141] demand,machine
[141] machine,learning
[141] learning,mobile
[141] mobile,development
[141] development,seo
[141] seo,sem

Top Word Pairs in Tweet in G9:
[125] one,biggest
[125] biggest,challenges
[125] challenges,iot
[125] iot,industry
[125] industry,interpretation
[125] interpretation,vast
[125] vast,data
[125] data,streams
[125] streams,properly
[84] properly,one

Top Word Pairs in Tweet in G10:
[52] data,visualization
[21] mini,rant
[21] rant,call
[21] call,anyone
[21] anyone,particular
[21] particular,noticed
[21] noticed,extremely
[21] extremely,misleading
[21] misleading,pattern
[21] pattern,getting

Top Replied-To
Top Replied-To in Entire Graph:
@nosis_io
@infomatix_io
@lpachter
@dgkeyes
@waroundtable
@thejakehorowitz
@simongerman600
@svpino
@tenkahen
@elizejackson

Top Replied-To in G1:
@cryptohayes

Top Replied-To in G2:
@rvp

Top Replied-To in G3:
@rita_tyna
@alexa_ighodaro

Top Replied-To in G4:
@lpachter
@clauswilke
@elizabeth_mae_b
@cchukudebelu
@mdancho84

Top Replied-To in G5:
@driscollis
@_sushantjha
@thesequenceai
@aakriti_sarma
@orozone
@husnainhaider_
@bbbbb260
@formula_arcie
@gopalg07
@helpdesku03

Top Replied-To in G6:
@google
@aakriti_sarma
@chimexdata
@cartwritte

Top Replied-To in G7:
@vince_koi

Top Replied-To in G10:
@dgkeyes
@albertocairo
@driven_by_data
@thomas_mock
@eurovisconf
@alanlevinovitz
@vizscience
@angelamorelli
@frankelavsky
@iamscicomm

Top Mentioned
Top Mentioned in Entire Graph:
@cryptohayes
@ivybarley
@rmarkdown
@aakriti_sarma
@ogbenidipo
@darkweb766
@nainachaturved8
@antgrasso
@pascal_bornet
@harisystems

Top Mentioned in G1:
@cryptohayes
@parsec_finance

Top Mentioned in G2:
@wifeyuniversity
@chicagoessays
@7gtech
@teamincus
@anychart
@hwexpert
@digitaldevnet
@dphi_tech
@simpleware_snps

Top Mentioned in G3:
@ivybarley
@tt_workspace
@alexa_ighodaro
@recruiterandre
@moonwlkrthc
@brymah_

Top Mentioned in G4:
@rmarkdown
@clauswilke
@dd_bun_
@bioinfocreed
@dd_fafa_
@dd_jessica_
@101programming
@dd_wen_
@thecarpentries
@thlyonn

Top Mentioned in G5:
@nainachaturved8
@harisystems
@datasciencedojo
@darkweb766
@neha_harisys
@freecodecamp
@newonline23
@cdwgwagov
@gp_pulipaka
@phaibooboo

Top Mentioned in G6:
@aakriti_sarma
@im_akeelah
@ivybarley
@rmarkdown
@google
@dejifan
@wainainapete
@denicmarko
@dd_bun_
@dd_nana_

Top Mentioned in G7:
@ogbenidipo
@ivybarley
@aakriti_sarma
@riboyitie
@vince_koi

Top Mentioned in G8:
@darkweb766
@aakriti_sarma
@harisystems
@brymah_
@nainachaturved8

Top Mentioned in G9:
@antgrasso
@lindagrass0
@tibco
@stewartlbond
@sumatosoft
@darkweb766
@trustradius

Top Mentioned in G10:
@rctatman
@ohnobackspace
@dataandme
@crystaljjlee
@a
@eurovisconf
@dbvis
@moritz_stefaner
@ieeevis
@infowetrust

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@myfavoritescene
@chidambara09
@xaelbot
@codedailybot
@cybersecurityn8
@_redfrog
@jfsebastian146
@lizditz
@aaroncuddeback

Top Tweeters in G1:
@patriceinmilano
@thegreatola
@_srehc
@daleinnis
@abebut
@ruangrumpaii
@typhoon0fficial
@mintethh
@fxtradenote
@trueschoolvince

Top Tweeters in G2:
@rvp
@123trabajo
@uhiiman
@m157q_news_rss
@thearticletrunk
@suriyasubraman
@feedpushr
@manuco22
@abnewswire
@vcontenting

Top Tweeters in G3:
@76ercule
@getmebayo
@festsilva_233
@flotuk
@mrmeeds
@miss_khaimia
@broken_heart490
@quame_age
@elprincetee
@kevoizme_

Top Tweeters in G4:
@sallyrmelb
@pvalsfr
@botfemale
@techjunkiejh
@rstatstweet
@cchukudebelu
@davidvorpe65
@adeyemoadekunl2
@news_nocode
@ibironketweets

Top Tweeters in G5:
@xaelbot
@codedailybot
@jfsebastian146
@aaroncuddeback
@100xcode
@dataaugmented
@ml_tweet_bot
@codewithtwitchi
@robotproud
@education_24x7

Top Tweeters in G6:
@google
@orpzy_
@dabo_modii
@cooking4yosoul
@muthonimaryanne
@veekey_chris
@forbiddenkimone
@gid51858481
@esgesg1001
@roadeniran

Top Tweeters in G7:
@rmadrid_akin
@theolumidey
@style_overlord
@bibzycarter
@drdreyofficial
@ajidson1
@tijanihabeeb
@richieedet
@freshprincegiwa
@perry_jnr

Top Tweeters in G8:
@calcaware
@santchiweb
@cestlavie486
@code_jerryyy
@botkoshur
@thedevelbot
@edisonjsapps
@1000dayscodingb
@lolaarae_
@nod3bot

Top Tweeters in G9:
@sectest9
@cybersecurityn8
@ramonaeid
@hal_good
@max_lyashko
@freedomfirecom
@crimeandall
@hajer_alqassimi
@risto_matti
@rbngp10

Top Tweeters in G10:
@margymaclibrary
@briantrice
@bbbcccnnn
@albertocairo
@newimprovedtom
@alanlevinovitz
@kathoderaytube
@iamscicomm
@lukedavisseo
@dataandme