datamining, Twitter, 9/19/2022 7:09:14 AM, 282089


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datamining_2022-09-18_23-45-00.xlsx
datamining_2022-09-18_23-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2022
Short Description:
datamining via NodeXL https://bit.ly/3eZbynk
@gosokkyu
@kirkdborne
@rosanaferrero
@codewithtwitchi
@globaliqx
@analytics_699
@soraj48220523
@corpus_news
@kart_tour
@shiinabr

Top hashtags:
#datamining
#ai
#machinelearning
#python
#datascience
#design
#databasestorage

Description:
Description
The graph represents a network of 3,785 Twitter users whose tweets in the requested range contained "datamining", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 19 September 2022 at 06:55 UTC.

The requested start date was Monday, 19 September 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 13-day, 2-hour, 31-minute period from Monday, 05 September 2022 at 00:29 UTC to Sunday, 18 September 2022 at 03:00 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 : 3785
Unique Edges : 1099
Edges With Duplicates : 11128
Total Edges : 12227
Number of Edge Types : 5
Retweet : 4467
MentionsInRetweet : 4953
Tweet : 2038
Mentions : 473
Replies to : 296
Self-Loops : 2101
Reciprocated Vertex Pair Ratio : 0.0118988596926128
Reciprocated Edge Ratio : 0.0235178833904949
Connected Components : 418
Single-Vertex Connected Components : 214
Maximum Vertices in a Connected Component : 1174
Maximum Edges in a Connected Component : 7336
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.898736
Graph Density : 0.00028500730322487
Modularity : 0.313645
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,785 Twitter users whose tweets in the requested range contained "datamining", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 19 September 2022 at 06:55 UTC.

The requested start date was Monday, 19 September 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 13-day, 2-hour, 31-minute period from Monday, 05 September 2022 at 00:29 UTC to Sunday, 18 September 2022 at 03:00 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 : datamining
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:
[102] https://www.fiverr.com/python_expert24/do-web-scraping-website-scraping-web-scraper-in-python
[63] https://www.fiverr.com/python_expert24/do-python-web-scraping-using-selenium-and-scrapy
[63] https://www.fiverr.com/python_expert24/build-monthly-web-scraping-website-scraping-web-scraper-using-python
[63] https://www.fiverr.com/python_expert24/do-python-web-scraping-and-automation
[61] https://www.amazon.com/dp/109810403X?tag=corpusnews-20&linkCode=osi&th=1&psc=1
[61] https://www.datasciencecentral.com/profiles/blogs/deep-learning-techniques-for-cyber-security
[53] https://www.maximaformacion.es/blog-dat/como-validar-tu-modelo-de-regresion/
[48] https://www.amazon.com/dp/1449361323?tag=corpusnews-20&linkCode=osi&th=1&psc=1
[46] https://engage.bah.com/Article/Redirect/18544f8c-61c9-4d21-b108-88c27da4af3f?uc=16822&g=14f29e1f-ef2c-4fff-b765-5bb185453b65&f=126047
[39] https://www.fiverr.com/python_expert24/do-python-web-scraping-and-automationhttps://www.fiverr.com/python_expert24/do-python-web-scraping-using-selenium-and-scrapy

Top URLs in Tweet in G1:
[1] https://twitter.com/crystal_cube99/status/1567664088867799040

Top URLs in Tweet in G2:
[61] https://www.amazon.com/dp/109810403X?tag=corpusnews-20&linkCode=osi&th=1&psc=1
[48] https://www.amazon.com/dp/1449361323?tag=corpusnews-20&linkCode=osi&th=1&psc=1
[37] https://www.fiverr.com/share/dDRXe0
[37] https://engage.bah.com/Article/Redirect/18544f8c-61c9-4d21-b108-88c27da4af3f?uc=16822&g=14f29e1f-ef2c-4fff-b765-5bb185453b65&f=126047
[36] https://www.amazon.com/dp/0578973839?tag=corpusnews-20&linkCode=osi&th=1&psc=1
[32] https://www.amazon.com/dp/0134546938?tag=corpusnews-20&linkCode=osi&th=1&psc=1
[32] https://www.amazon.com/dp/0137470355?tag=corpusnews-20&linkCode=osi&th=1&psc=1
[31] http://www.fiverr.com/120500050?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=ak3mjQ
[30] https://www.amazon.com/dp/B077BPLTXN?tag=corpusnews-20&linkCode=osi&th=1&psc=1
[30] https://www.amazon.com/dp/1800563450?tag=corpusnews-20&linkCode=osi&th=1&psc=1

Top URLs in Tweet in G4:
[41] https://www.datasciencecentral.com/profiles/blogs/deep-learning-techniques-for-cyber-security
[35] https://www.amazon.com/gp/product/1558605290/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1558605290&linkCode=as2&tag=kirkdborne-20&linkId=d5d2629544daf9c90511822eee63a7f1
[11] https://www.datasciencecentral.com/profiles/blogs/free-book-a-comprehensive-guide-to-machine-learning-berkeley
[11] https://www.datasciencecentral.com/profiles/blogs/book-artificial-intelligence-with-python-1
[9] https://engage.bah.com/Article/Redirect/18544f8c-61c9-4d21-b108-88c27da4af3f?uc=16822&g=14f29e1f-ef2c-4fff-b765-5bb185453b65&f=126047
[7] https://www.datasciencecentral.com/video/dsc-webinar-series-ai-in-action-real-time-anomaly-detection
[5] https://www.datasciencecentral.com/profiles/blogs/evolution-of-process-mining-a-look-at-the-history-1
[4] https://www.datasciencecentral.com/profiles/blogs/learn-machinelearning-coding-basics-in-a-weekend-glossary-and
[4] https://meetings.informs.org/wordpress/indianapolis2022/informs-workshop-on-data-mining-decision-analytics/
[3] https://griddb.net/ja/blog/how-to-implement-the-k-means-algorithm-using-java-and-griddb/

Top URLs in Tweet in G5:
[25] https://www.fiverr.com/share/XYPYek
[20] https://www.fiverr.com/share/aavD2N
[13] https://www.youtube.com/watch?v=yGNxPoGsj-M

[12] http://www.fiverr.com/208159740?utm_campaign=gigs_show&utm_medium=shared&utm_source=copy_link&utm_term=korwLo
[10] https://twinybots.ch/
[5] https://coneco2009.com/submissions/imagination/home.html
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281325
[3] https://airccse.org/journal/iju/index.html
[3] https://smitedatamining.com/smite-9-9-datamining-maui-confirmed-and-the-return-of-nidhoggr/
[2] https://informationsecuritybuzz.com/expert-comments/tiktok-faces-accusations-of-data-breach/

Top URLs in Tweet in G6:
[49] https://www.maximaformacion.es/blog-dat/como-validar-tu-modelo-de-regresion/
[5] https://cran.r-project.org/web/packages/data.table/vignettes/datatable-intro.html
[5] https://dtplyr.tidyverse.org/
[4] https://www.rstudio.com/resources/cheatsheets/
[3] https://www.pipinghotdata.com/posts/2018-12-11-stringr-4-ways/
[2] https://www.forbes.com/sites/gilpress/2013/05/28/a-very-short-history-of-data-science/?sh=4012be2655cf
[2] https://www.danieldsjoberg.com/gtsummary/index.html
[2] https://www.youtube.com/watch?v=89UUUues0eE&feature=youtu.be

[1] https://www.maximaformacion.es/blog-dat/los-siete-pecados-estadisticos/
[1] https://www.maximaformacion.es/blog-dat/bussiness-intelligence-y-big-data/

Top URLs in Tweet in G7:
[7] https://eqp.datamining.om/estebyan/cqvqpbis2022816164418
[3] https://eqp.datamining.om/estebyan/ezadacbb20229192244
[3] https://eqp.datamining.om/estebyan/ylxqoucg202283113452
[3] https://eqp.datamining.om/estebyan/bdanaohb202282381646
[3] https://eqp.datamining.om/estebyan/ccpgvdmr2022912131331
[2] https://eqp.datamining.om/estebyan/mozbmkbk202291292218
[2] https://twitter.com/riyadaom/status/1569272667030847489?s=21&t=fQwNJndNzrjcBTX94nosnQ
[1] https://eqp.datamining.om/estebyan/vfjdjyfr202297124736
[1] https://twitter.com/riyadaom/status/1570324072336338946
[1] https://twitter.com/riyadaom/status/1569558080324780032

Top URLs in Tweet in G8:
[102] https://www.fiverr.com/python_expert24/do-web-scraping-website-scraping-web-scraper-in-python
[63] https://www.fiverr.com/python_expert24/do-python-web-scraping-using-selenium-and-scrapy
[63] https://www.fiverr.com/python_expert24/build-monthly-web-scraping-website-scraping-web-scraper-using-python
[63] https://www.fiverr.com/python_expert24/do-python-web-scraping-and-automation
[39] https://www.fiverr.com/python_expert24/do-python-web-scraping-and-automationhttps://www.fiverr.com/python_expert24/do-python-web-scraping-using-selenium-and-scrapy
[18] https://www.linkedin.com/slink?code=gz_acwH
[10] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlL3FxdzI5eT8=&uuid=8cabd469-096d-11ed-8563-4e6b77577447&vid=
[1] http://www.fiverr.com/273580340?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=XYddZ0
[1] http://www.fiverr.com/274092585?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=64aaDP
[1] http://www.fiverr.com/274430160?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=3v44jV

Top URLs in Tweet in G10:
[3] https://discord.com/invite/mariokarttours
[1] https://discordapp.com/invite/VxUWsD5

Top Domains
Top Domains in Tweet in Entire Graph:
[1115] amazon.com
[545] fiverr.com
[231] cursortek.com
[120] datasciencecentral.com
[94] globalbigdataconference.com
[80] twitter.com
[79] github.com
[56] maximaformacion.es
[47] ai-jobs.net
[47] youtube.com

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[1068] amazon.com
[231] cursortek.com
[100] fiverr.com
[92] globalbigdataconference.com
[46] ai-jobs.net
[37] bah.com
[32] twitter.com
[31] datasciencecentral.com
[30] unite.ai
[28] insidebigdata.com

Top Domains in Tweet in G4:
[86] datasciencecentral.com
[41] amazon.com
[9] bah.com
[4] informs.org
[3] theinsaneapp.com
[3] griddb.net
[2] temida.si
[2] mdpi.com
[2] stanford.edu
[2] globalbigdataconference.com

Top Domains in Tweet in G5:
[91] fiverr.com
[28] twitter.com
[27] youtube.com
[10] twinybots.ch
[5] airccse.org
[5] coneco2009.com
[4] nodexlgraphgallery.org
[4] linkedin.com
[4] etsy.com
[3] smitedatamining.com

Top Domains in Tweet in G6:
[51] maximaformacion.es
[5] rstudio.com
[5] r-project.org
[5] tidyverse.org
[4] pipinghotdata.com
[4] amazon.com
[3] github.com
[2] forbes.com
[2] danieldsjoberg.com
[2] buff.ly

Top Domains in Tweet in G7:
[24] datamining.om
[4] twitter.com

Top Domains in Tweet in G8:
[350] fiverr.com
[34] freelancer.com
[18] linkedin.com
[4] twitter.com
[2] pinterest.com
[1] gov.hu
[1] facebook.com
[1] prnt.sc
[1] ads.finance
[1] com.br

Top Domains in Tweet in G10:
[3] discord.com
[1] discordapp.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2605] datamining
[893] ai
[815] machinelearning
[766] python
[681] datascience
[592] design
[570] databasestorage
[553] data
[553] bigdata
[440] 100daysofcode



Top Hashtags in Tweet in G2:
[1844] datamining
[770] ai
[586] design
[574] python
[564] databasestorage
[532] machinelearning
[483] data
[477] datascience
[450] bigdata
[410] bulk

Top Hashtags in Tweet in G4:
[205] machinelearning
[133] datascience
[125] mathematics
[83] ai
[65] deeplearning
[59] computerscience
[54] 100daysofcode
[43] bigdata
[41] cybersecurity
[38] datamining

Top Hashtags in Tweet in G5:
[259] datamining
[94] dataentry
[69] copypaste
[66] datacollection
[64] webscraping
[62] webresearch
[59] datascraping
[54] business
[52] leads
[51] b2bleads

Top Hashtags in Tweet in G6:
[55] rstats
[27] datascience
[23] datamining
[22] data
[19] dataviz
[19] machinelearning
[18] analytics
[17] bigdata
[16] stats
[16] ml

Top Hashtags in Tweet in G7:
[42] ø§ù„ù…ø³ø§ø±
[7] ريادة_وتمكين
[5] لقاء_روّاد_الأعمال
[5] لندن
[3] ø±ùšø§ø¯ø©_ùˆøªù…ùƒùšù†
[2] لقاء_رواد_الأعمال
[2] إعلان
[2] ظفار
[1] يوم_الجمعه
[1] ريادة

Top Hashtags in Tweet in G8:
[179] datamining
[155] python
[155] web_scraping
[137] python_automation
[135] web_automation_using_python
[132] scrapewebsites
[114] webscraper_in_python
[100] selenium
[98] excel
[97] pandas

Top Hashtags in Tweet in G10:
[92] mariokarttour
[22] mktn
[3] mkt
[1] mariokart

Top Words
Top Words in Tweet in Entire Graph:
[3039] ø
[2603] #datamining
[1906] datamining
[1883] data
[1802] ù
[1207] 3rd
[1164] street
[1162] people
[1148] st
[1140] long

Top Words in Tweet in G1:
[1123] datamining
[1121] people
[1121] long
[1121] known
[1121] street
[1121] fighter
[1121] iii
[1121] 3rd
[1121] strike
[1121] featured

Top Words in Tweet in G2:
[1842] #datamining
[1434] data
[756] #ai
[584] #design
[574] #python
[564] #databasestorage
[522] #machinelearning
[498] learning
[494] #data
[469] ø

Top Words in Tweet in G3:
[363] season
[361] shiinabr
[361] epic
[361] update
[360] games
[360] hope
[360] break
[359] according
[359] larger
[359] normal

Top Words in Tweet in G4:
[360] kirkdborne
[257] pdf
[255] free
[204] #machinelearning
[193] download
[154] preparation
[125] #mathematics
[123] #datascience
[119] ebook
[119] 47

Top Words in Tweet in G5:
[259] #datamining
[164] data
[131] info
[128] more
[99] datamining
[94] #dataentry
[89] ø
[82] entry
[76] web
[70] mining

Top Words in Tweet in G6:
[190] rosanaferrero
[95] tus
[94] regresiã
[85] cã
[78] mo
[75] errores
[60] modelo
[59] datos
[54] #rstats
[52] co

Top Words in Tweet in G7:
[2171] ø
[1215] ù
[195] ùšø
[160] øªø
[104] ùˆø
[102] ùš
[92] ùšù
[84] riyadaom
[83] الصغيرة
[77] والمتوسطة

Top Words in Tweet in G8:
[179] #datamining
[155] #python
[155] #web_scraping
[137] #python_automation
[135] #web_automation_using_python
[132] #scrapewebsites
[114] #webscraper_in_python
[100] #selenium
[98] #excel
[97] #pandas

Top Words in Tweet in G9:
[124] pj_shoui
[72] ãƒ
[52] æ
[52] wt
[51] datamining
[32] uhqテクスチャのdataminingで確認されていたとはいえ
[32] 君イベントで来ちゃうのか
[27] dev
[25] day
[24] ϋ

Top Words in Tweet in G10:
[129] datamining
[114] kart_tour
[108] tour
[100] pipe
[96] objects
[89] news
[81] #mariokarttour
[69] special
[50] one
[50] week

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1460] ø,ø
[1129] datamining,people
[1125] people,long
[1125] long,known
[1125] known,street
[1125] street,fighter
[1125] fighter,iii
[1125] iii,3rd
[1125] 3rd,strike
[1125] strike,featured

Top Word Pairs in Tweet in G1:
[1121] datamining,people
[1121] people,long
[1121] long,known
[1121] known,street
[1121] street,fighter
[1121] fighter,iii
[1121] iii,3rd
[1121] 3rd,strike
[1121] strike,featured
[1121] featured,hidden

Top Word Pairs in Tweet in G2:
[410] #bulk,#data
[289] #selling,#bulk
[260] #scraping,#datamining
[245] #ai,#python
[235] data,science
[231] #hotels,#restaurants
[231] #restaurants,#leads
[231] #socialmedia,#scraping
[225] ø,ø
[217] 3k,plus

Top Word Pairs in Tweet in G3:
[360] epic,games
[359] according,epic
[359] games,season
[359] season,update
[359] update,larger
[359] larger,normal
[359] normal,platforms
[359] platforms,hope
[359] hope,break
[358] shiinabr,according

Top Word Pairs in Tweet in G4:
[180] download,free
[174] kirkdborne,download
[119] free,ebook
[119] ebook,47
[119] 47,pdf
[119] pdf,#mathematics
[119] #mathematics,needed
[119] needed,preparation
[119] preparation,introductory
[119] introductory,class

Top Word Pairs in Tweet in G5:
[91] more,info
[82] data,entry
[58] web,research
[50] kind,data
[50] entry,scraping
[50] scraping,mining
[50] mining,web
[50] research,#business
[50] #business,#datascraper
[50] #datascraper,#webcrawler

Top Word Pairs in Tweet in G6:
[78] cã,mo
[53] rosanaferrero,cã
[51] ciencia,datos
[49] mo,diagnosticar
[49] diagnosticar,validar
[49] validar,modelo
[49] modelo,regresiã
[49] regresiã,co
[49] co,wbbpilooct
[49] wbbpilooct,meme

Top Word Pairs in Tweet in G7:
[1046] ø,ø
[657] ø,ù
[506] ù,ø
[280] ù,ù
[160] øªø,ø
[113] ù,øªø
[98] ùš,ø
[97] ø,ùšø
[95] ù,ùšø
[93] ùšø,ø

Top Word Pairs in Tweet in G8:
[137] #python,#python_automation
[137] #python_automation,#web_scraping
[135] #web_scraping,#web_automation_using_python
[132] #web_automation_using_python,#scrapewebsites
[114] #scrapewebsites,#webscraper_in_python
[100] #webscraper_in_python,#selenium
[97] #selenium,#pandas
[97] #pandas,#beautifulsoup
[97] #beautifulsoup,#csv
[97] #csv,#excel

Top Word Pairs in Tweet in G9:
[48] pj_shoui,wt
[38] ãƒ,ãƒ
[32] uhqテクスチャのdataminingで確認されていたとはいえ,君イベントで来ちゃうのか
[32] wt,datamining
[31] pj_shoui,uhqテクスチャのdataminingで確認されていたとはいえ
[30] ãƒ,æ
[22] devé,dataminingã
[22] dataminingã,alr
[22] alr,67
[22] 67,rwrã

Top Word Pairs in Tweet in G10:
[77] kart_tour,news
[69] news,datamining
[50] datamining,special
[50] special,pipe
[50] pipe,one
[50] one,week
[50] week,pipe
[50] tour,going
[50] going,pull
[48] pull,#mariokarttour

Top Replied-To
Top Replied-To in Entire Graph:
@fiverr
@defenceu
@freelancewj
@king_nido17
@freelancerclub
@freelancersu
@whitehouse
@changelog
@generalstaffua
@datamining_nk

Top Replied-To in G1:
@stagefatality
@djtatsujin

Top Replied-To in G2:
@google
@gradeaacers

Top Replied-To in G3:
@shiinabr
@gone_witch

Top Replied-To in G7:
@h_00_00_

Top Replied-To in G8:
@fiverr
@defenceu
@freelancewj
@freelancersu
@freelancerclub
@generalstaffua
@changelog
@whitehouse
@goal
@zelenskyyua

Top Replied-To in G9:
@vuirushu
@keikei0511

Top Mentioned
Top Mentioned in Entire Graph:
@gosokkyu
@kirkdborne
@corpus_news
@shiinabr
@analytics_699
@rosanaferrero
@globaliqx
@theinsaneapp
@pj_shoui
@cursortek

Top Mentioned in G1:
@gosokkyu

Top Mentioned in G2:
@corpus_news
@analytics_699
@globaliqx
@kirkdborne
@cursortek
@eli_krumova
@bigdataconf
@theinsaneapp
@rosanaferrero
@codelearnng

Top Mentioned in G3:
@shiinabr
@realshiina
@fmodelapp
@amrsatrio
@xtigerhyperx2

Top Mentioned in G4:
@kirkdborne
@theinsaneapp
@eli_krumova
@tibco
@rosanaferrero
@datasci
@globaliqx
@informs
@bigdataconf
@datasciencectrl

Top Mentioned in G5:
@info_sec_buzz
@claylogix
@zamanjubaida
@codmdatamining

Top Mentioned in G6:
@rosanaferrero
@kirkdborne
@corpus_news
@theinsaneapp
@digitaledwincom
@datascienceai2
@jsssjournal
@carlos85yt
@cursortek

Top Mentioned in G7:
@riyadaom
@almasar_om
@omanemb_riyadh
@omantax
@nakhe
@omanmht
@nakheel_om

Top Mentioned in G8:
@soraj48220523
@changelog
@freelancewj
@freelancersu
@europythons
@generalstaffua
@martin_heinz_
@thepsf
@europython
@freelancejobrss

Top Mentioned in G9:
@pj_shoui

Top Mentioned in G10:
@kart_tour
@koopavocelot
@koop

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@akiko_lawson
@711sej
@sectest9
@chidambara09
@xaelbot
@codedailybot
@cybersecurityn8
@botraj1
@evankirstel

Top Tweeters in G1:
@icblues
@vixynyan
@krakenstein
@girlywolfpup
@bitchyami
@fenris_lupus
@rosen_thorne
@figmentsaint
@lost_relic
@ladygagarin

Top Tweeters in G2:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@cybersecurityn8
@botraj1
@evankirstel
@fabriciosx
@dataaugmented
@rvp

Top Tweeters in G3:
@metz_chance
@joshieyoshie23
@rotitsdaniel1
@mtamtaakauntket
@2coolcanadian
@imsoupv
@rayandolfoyt
@blackbankrollx
@bozolfcmosalah
@spyke6x

Top Tweeters in G4:
@pvalsfr
@parvez1
@projektxpand
@datasciencebot_
@ipfconline1
@cyberdfir
@01062021ad
@bhilai
@e_nterdiscipl
@myitmedia

Top Tweeters in G5:
@biconnections
@stanleyepstein
@activistbowen2
@money_personal
@secretgamergrrl
@assassysin
@hkauthor
@99999reasonswhy
@drainedtheswamp
@mohammadali_im

Top Tweeters in G6:
@bbbcccnnn
@xdiegoramirezx
@mrduranch
@jmcamachooros
@sir_raboot
@ivdacruz
@readtechhere
@dilefruz81
@luiseduardohd
@cortina_borja

Top Tweeters in G7:
@b_m_sinani
@amulah148
@m_q10h
@o_aljabrya
@al_hinai__
@_zssw
@rahma_alnabhani
@nibras_alnamani
@2woood
@m__190000

Top Tweeters in G8:
@reuters
@foxnews
@radiosvoboda
@washingtonpost
@forbes
@time
@cnn
@bbcworld
@cbsnews
@goal

Top Tweeters in G9:
@12sironeko28
@harukichi555
@nekota_traveler
@kntr_hawk
@momizisaki97
@blau_aobatan
@mofritin_garand
@z_yumeko
@np_gldemo_lisa
@aegis51

Top Tweeters in G10:
@maslowluver4evr
@soriano2789
@fabrizio_213
@edwardsabavo
@6amerbr0
@cherryloveally
@sarahbear6391
@xjsauls36
@cj_da_maan
@therealbowser64