data visualization, Twitter, 1/12/2023 7:32:39 AM, 287809
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data visualization_2023-01-11_23-21-04.xlsx
data visualization_2023-01-11_23-21-04.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
January 12, 2023
Short Description:
data visualization via NodeXL https://bit.ly/3ZsneBV
@tut_ml
@rmarkdown
@denicmarko
@excelhumor
@exceldictionary
@talalbhlool
@kareem_carr
@starboy_abefe
@datasciencedojo
@nikkisiapno

Top hashtags:
#rstats
#coding
#programming
#datascientist
#excel
#datascience

Description:
Description
The graph represents a network of 4,666 Twitter users whose recent tweets contained "data visualization", 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 07:25 UTC.

The tweets in the network were tweeted over the 1591-day, 9-hour, 28-minute period from Monday, 03 September 2018 at 15:30 UTC to Thursday, 12 January 2023 at 00:59 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 : 4666
Unique Edges : 1934
Edges With Duplicates : 8466
Total Edges : 10400
Number of Edge Types : 9
Retweet : 3494
MentionsInRetweet : 4235
Tweet : 1145
Mentions : 344
Replies to : 567
MentionsInReplyTo : 494
Quote : 75
MentionsInQuote : 34
MentionsInQuoteReply : 12
Self-Loops : 1594
Reciprocated Vertex Pair Ratio : 0.0141166701266348
Reciprocated Edge Ratio : 0.0278403275332651
Connected Components : 822
Single-Vertex Connected Components : 471
Maximum Vertices in a Connected Component : 2378
Maximum Edges in a Connected Component : 5802
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.85998
Graph Density : 0.000224423424751997
Modularity : 0.484449
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,666 Twitter users whose recent tweets contained "data visualization", 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 07:25 UTC.

The tweets in the network were tweeted over the 1591-day, 9-hour, 28-minute period from Monday, 03 September 2018 at 15:30 UTC to Thursday, 12 January 2023 at 00:59 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 : 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:
[311] https://link.medium.com/IQ3wn6Qyrwb
[282] https://www.mltut.com/best-free-data-visualization-courses/
[248] https://www.fplanalytics.com/priceTable.html
[248] https://www.fplanalytics.com/NettTransfers.html
[190] https://twitter.com/exceldictionary/status/1611432771439759378/video/1
[96] https://towardsdatascience.com/mito-one-of-the-best-python-libraries-for-data-visualization-1bca9ad4d3e3?utm_content=233513656&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[68] https://kaggle.com/learn
[48] https://datasciencedojo.com/blog/33-data-visualization-ways/?utm_campaign=DSD%20blogs%202023&utm_content=233376144&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[34] https://www.fiverr.com/garylance?up_rollout=true
[24] https://blogs.oracle.com/connect/post/red-bull-uses-oci-ai-for-training-future-racing-stars?source=:so:ch:or:awr::::&SC=:so:ch:or:awr::::&pcode=

Top URLs in Tweet in G1:
[248] https://www.fplanalytics.com/priceTable.html
[248] https://www.fplanalytics.com/NettTransfers.html
[10] https://www.codelivly.com/resources-to-learn-data-visualization-from-complete-beginner-to-advanced-level/
[9] https://www.smashingmagazine.com/2023/01/guide-getting-data-visualization-right/
[6] https://www.mltut.com/best-free-data-visualization-courses/
[5] https://twitter.com/mdudas/status/1612127654119112705
[5] https://dev.to/anurag629/exploring-different-types-of-plots-best-practices-and-tips-for-effective-data-visualization-ina
[4] https://news.ycombinator.com/item?id=34324919
[4] https://linktr.ee/moxleypublichealth
[4] https://twitter.com/vesitedu/status/1612392162490224642/photo/1

Top URLs in Tweet in G2:
[240] https://www.mltut.com/best-free-data-visualization-courses/
[85] https://towardsdatascience.com/mito-one-of-the-best-python-libraries-for-data-visualization-1bca9ad4d3e3?utm_content=233513656&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[47] https://datasciencedojo.com/blog/33-data-visualization-ways/?utm_campaign=DSD%20blogs%202023&utm_content=233376144&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[13] https://twitter.com/DataScienceDojo/status/1610744885748826113/photo/1
[8] https://mltut.com/best-free-data
[5] https://bigdataanalyticsnews.com/10-data-visualization-tools-big-data/
[4] https://twitter.com/DataScienceDojo/status/1611800849549856781/photo/1
[3] https://flowingdata.com/2022/12/29/best-of-2022
[3] https://twitter.com/speckyboy/status/1611465383650725888/photo/1
[2] https://coursemetry.com/looker-and-looker-studio-googles-data-visualization-tools/

Top URLs in Tweet in G3:
[291] https://link.medium.com/IQ3wn6Qyrwb
[13] https://www.mltut.com/best-free-data-visualization-courses/
[10] https://medium.com/data-visualization-weekly/amazing-new-data-graphics-that-really-caught-our-attention-dataviz-weekly-f543aa37619b
[8] https://www.citedrive.com/blog/data-visualization-packages-for-r-you-should-check-out/
[5] https://medium.com/m/global-identity-2?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fpractical-guide-to-data-visualization-83e375b0037
[5] https://www.coursera.org/learn/jhu-advanced-data-visualization-r?irclickid=&irgwc=1&utm_medium=partners&utm_source=impact&utm_campaign=2840738&utm_content=b2c
[5] https://medium.com/@jchen001/20-r-packages-for-data-visualization-that-you-may-not-know-of-3276b468101f
[4] https://twitter.com/NCIHTAN/status/1612441084180709376/photo/1
[4] https://towardsdatascience.com/mito-one-of-the-best-python-libraries-for-data-visualization-1bca9ad4d3e3?utm_content=233513656&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[4] https://www.bigbookofr.com/geospatial.html

Top URLs in Tweet in G5:
[62] https://kaggle.com/learn
[9] https://www.kaggle.com/learn
[2] https://freecodecamp.org/learn/
[1] https://twitter.com/denicmarko/status/1612421030684884994/photo/1
[1] https://learndigital.withgoogle.com/digitalgarage/course/digital-marketing
[1] https://twitter.com/sirajraval/status/1612603424226562049/video/1
[1] http://www.xaktly.com/XMathMain.html
[1] https://www.coursya.com/product/google-analytics-certification/
[1] https://www.coursya.com/product/fundamentals-of-digital-marketing-course/
[1] https://www.coursya.com/product/learn-python-basics-for-data-analysis/

Top URLs in Tweet in G6:
[185] https://twitter.com/exceldictionary/status/1611432771439759378/video/1
[10] https://freecodecamp.org/learn
[3] https://link.medium.com/IQ3wn6Qyrwb
[2] https://www.mltut.com/best-free-data-visualization-courses/

Top URLs in Tweet in G7:
[6] https://twitter.com/BadDataTakes/status/1612244076753219586
[2] https://twitter.com/ExcelHumor/status/1587471249176936449/photo/1
[2] https://twitter.com/baddatatakes/status/1612244076753219586
[1] https://twitter.com/BadDataTakes/status/1612244076753219586/photo/1
[1] https://www.mltut.com/best-free-data-visualization-courses/
[1] https://twitter.com/ExcelHumor/status/1612246997452427264

Top URLs in Tweet in G8:
[7] https://twitter.com/kareem_carr/status/1612502338547159064
[2] https://www.mltut.com/best-free-data-visualization-courses/
[2] https://link.medium.com/IQ3wn6Qyrwb
[1] https://twitter.com/kareem_carr/status/1612502338547159064/photo/1
[1] https://towardsdatascience.com/mito-one-of-the-best-python-libraries-for-data-visualization-1bca9ad4d3e3?utm_content=233513656&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240

Top URLs in Tweet in G9:
[7] https://app.powerbi.com/home
[6] https://www.mltut.com/best-free-data-visualization-courses/
[3] https://twitter.com/exceldictionary/status/1611432771439759378/video/1
[3] https://towardsdatascience.com/mito-one-of-the-best-python-libraries-for-data-visualization-1bca9ad4d3e3?utm_content=233513656&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[2] https://link.medium.com/IQ3wn6Qyrwb
[1] https://www.youtube.com/@MLS_byAbefe?feature=shares
[1] https://twitter.com/starboy_abefe/status/1611607395922231297/photo/1
[1] https://rli.to/LXm1j
[1] https://twitter.com/habibmaryam1/status/1612047023896932352/photo/1
[1] https://accounts.google.com/ServiceLogin?service=cloudconsole&passive=1209600&osid=1&continue=https://console.cloud.google.com/bigquery&followup=https://console.cloud.google.com/bigquery

Top URLs in Tweet in G10:
[5] https://www.mltut.com/best-free-data-visualization-courses/
[5] https://link.medium.com/IQ3wn6Qyrwb
[2] https://pyoflife.com/top-r-packages-for-data-visualization-that-you-should-know/
[2] https://link.medium.com/Ipai9SvZmwb
[1] https://friendly.github.io/psy6136/
[1] https://twitter.com/datavisFriendly/status/1611454738859433987/photo/1
[1] https://twitter.com/Parajulisaroj16/status/1607568528772829184/photo/1
[1] https://pyoflife.com/an-introduction-to-analysis-of-financial-data-with-r/
[1] https://twitter.com/Parajulisaroj16/status/1612633871451058176/photo/1
[1] https://vimeo.com/720339950

Top Domains
Top Domains in Tweet in Entire Graph:
[981] twitter.com
[496] fplanalytics.com
[365] medium.com
[291] mltut.com
[112] towardsdatascience.com
[83] kaggle.com
[75] youtube.com
[58] fiverr.com
[49] datasciencedojo.com
[28] coursera.org

Top Domains in Tweet in G1:
[496] fplanalytics.com
[188] twitter.com
[17] linkedin.com
[16] udemy.com
[12] medium.com
[10] smashingmagazine.com
[10] amazon.com
[10] codelivly.com
[8] github.com
[8] google.com

Top Domains in Tweet in G2:
[248] mltut.com
[88] towardsdatascience.com
[47] datasciencedojo.com
[46] twitter.com
[5] bigdataanalyticsnews.com
[3] blogspot.com
[3] flowingdata.com
[3] viewscoupon.com
[2] coursemetry.com
[2] zealoq.me

Top Domains in Tweet in G3:
[314] medium.com
[17] twitter.com
[13] mltut.com
[8] citedrive.com
[7] coursera.org
[6] datacamp.com
[5] youtu.be
[4] towardsdatascience.com
[4] bigbookofr.com
[3] mailchi.mp

Top Domains in Tweet in G5:
[71] kaggle.com
[3] coursya.com
[2] freecodecamp.org
[2] twitter.com
[1] withgoogle.com
[1] xaktly.com
[1] mltut.com

Top Domains in Tweet in G6:
[185] twitter.com
[10] freecodecamp.org
[3] medium.com
[2] mltut.com

Top Domains in Tweet in G7:
[12] twitter.com
[1] mltut.com

Top Domains in Tweet in G8:
[8] twitter.com
[2] mltut.com
[2] medium.com
[1] towardsdatascience.com

Top Domains in Tweet in G9:
[7] powerbi.com
[6] youtube.com
[6] mltut.com
[5] twitter.com
[3] towardsdatascience.com
[2] medium.com
[1] rli.to
[1] google.com
[1] lighthall.co
[1] coursera.org

Top Domains in Tweet in G10:
[10] medium.com
[7] twitter.com
[5] mltut.com
[3] pyoflife.com
[1] github.io
[1] vimeo.com
[1] meetup.com
[1] henryharvin.com
[1] visualcapitalist.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[377] rstats
[266] coding
[255] programming
[253] datascientist
[198] excel
[195] datascience
[180] python
[162] datavisualization
[128] dataviz
[124] transfersinlasthour



Top Hashtags in Tweet in G1:
[124] transfersinlasthour
[124] transfersoutlasthour
[38] data
[33] datavisualization
[30] visualization
[27] datascience
[16] bigdata
[16] analytics
[14] dataanalytics
[13] dataviz

Top Hashtags in Tweet in G2:
[234] coding
[223] programming
[220] datascientist
[130] python
[86] ai
[79] bigdata
[74] dataanalysis
[69] datascience
[60] 100daysofcode
[52] datavisualization

Top Hashtags in Tweet in G3:
[329] rstats
[56] datascience
[16] dataviz
[10] datavisualization
[9] coding
[8] datascientist
[8] programming
[7] 100daysofcode
[7] python
[7] visualization

Top Hashtags in Tweet in G5:
[1] datascientist
[1] programming
[1] coding

Top Hashtags in Tweet in G6:
[185] excel
[3] rstats
[2] datascientist
[2] programming
[2] coding
[1] datascience

Top Hashtags in Tweet in G7:
[1] datascientist
[1] programming
[1] coding

Top Hashtags in Tweet in G8:
[2] rstats
[1] datascientist
[1] programming
[1] coding
[1] python
[1] dataanalysis
[1] machinelearning
[1] 100daysofcode
[1] ai
[1] iot

Top Hashtags in Tweet in G9:
[5] datascientist
[5] programming
[5] coding
[3] excel
[3] python
[3] dataanalysis
[2] rstats
[1] mylearningjourney
[1] httacohort5
[1] womenintech

Top Hashtags in Tweet in G10:
[36] psy6136
[8] dataviz
[7] bremen
[7] rstats
[6] datascience
[6] datavisualization
[6] programming
[5] coding
[5] bigdata
[4] datascientist

Top Words
Top Words in Tweet in Entire Graph:
[5403] data
[3576] visualization
[603] analysis
[557] gt
[548] know
[544] learn
[447] free
[438] science
[420] one
[409] courses

Top Words in Tweet in G1:
[1115] data
[743] visualization
[503] gt
[277] 2023
[266] top
[265] 00
[258] full
[253] jan
[249] table
[248] gw

Top Words in Tweet in G2:
[503] data
[329] visualization
[258] learn
[253] courses
[251] free
[234] tut_ml
[234] #coding
[223] #programming
[223] online
[220] #datascientist

Top Words in Tweet in G3:
[491] data
[443] visualization
[370] rmarkdown
[329] #rstats
[301] packages
[291] jchen001
[291] 20
[291] know
[97] analysis
[80] modeling

Top Words in Tweet in G4:
[205] one
[205] today
[205] exactly
[205] gang
[205] dressed
[205] hamburglar
[205] toughs
[205] earlier
[205] accosted
[205] street

Top Words in Tweet in G5:
[252] data
[221] certifications
[219] available
[218] denicmarko
[156] design
[156] 10
[156] javascript
[156] front
[156] responsive
[156] web

Top Words in Tweet in G6:
[214] data
[201] visualization
[188] know
[185] knew
[185] three
[185] need
[185] #excel
[185] tricks
[184] exceldictionary
[12] courses

Top Words in Tweet in G7:
[190] data
[189] visualization
[179] passion
[176] excelhumor
[3] example
[3] baddatatakes
[2] bad
[2] good
[2] axis
[2] actual

Top Words in Tweet in G8:
[353] data
[184] visualization
[171] kareem_carr
[170] common
[169] science
[168] obviously
[168] explain
[168] challenge
[168] graphic
[168] seems

Top Words in Tweet in G9:
[260] data
[139] visualization
[111] learn
[107] channel
[107] use
[106] youtube
[105] 103
[105] check
[105] welcome
[104] starboy_abefe

Top Words in Tweet in G10:
[149] data
[95] analysis
[74] visualization
[60] financial
[59] topic
[59] one
[59] parajulisaroj16
[59] experts
[59] explores
[59] written

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2699] data,visualization
[431] data,analysis
[425] data,science
[316] packages,data
[316] visualization,know
[314] 20,packages
[311] know,jchen001
[310] jchen001,#rstats
[307] rmarkdown,20
[303] learn,data

Top Word Pairs in Tweet in G1:
[381] data,visualization
[252] jan,2023
[249] data,table
[248] 00,gmt
[248] full,gw
[248] gw,data
[248] table,gt
[248] visualization,gt
[248] gmt,full
[248] gt,visualization

Top Word Pairs in Tweet in G2:
[317] data,visualization
[254] learn,data
[243] visualization,free
[234] tut_ml,learn
[220] #programming,#coding
[218] online,courses
[216] courses,#datascientist
[216] free,online
[216] #datascientist,#programming
[203] #coding,#100dayso

Top Word Pairs in Tweet in G3:
[349] data,visualization
[291] 20,packages
[291] jchen001,#rstats
[291] visualization,know
[291] packages,data
[291] know,jchen001
[288] rmarkdown,20
[90] data,analysis
[81] analysis,visualization
[76] visualization,modeling

Top Word Pairs in Tweet in G4:
[205] toughs,dressed
[205] today,accosted
[205] exactly,hamburglar
[205] gang,street
[205] street,toughs
[205] hamburglar,one
[205] dressed,exactly
[205] earlier,today
[205] accosted,gang
[204] jon_bois,earlier

Top Word Pairs in Tweet in G5:
[219] certifications,available
[156] web,design
[156] responsive,web
[156] 10,certifications
[156] data,structures
[156] algorithms,data
[156] available,responsive
[156] design,javascript
[156] freecodecamp,10
[156] javascript,algorithms

Top Word Pairs in Tweet in G6:
[201] data,visualization
[185] tricks,need
[185] knew,three
[185] three,#excel
[185] know,knew
[185] visualization,tricks
[185] need,know
[184] exceldictionary,data
[10] analysis,data
[10] certificates,ml

Top Word Pairs in Tweet in G7:
[187] data,visualization
[179] visualization,passion
[175] excelhumor,data
[2] example,misleading
[2] bad,data
[2] misleading,data
[2] good,example

Top Word Pairs in Tweet in G8:
[180] data,visualization
[170] common,data
[169] data,science
[168] explain,common
[168] wrong,explain
[168] challenge,obviously
[168] visualization,mistakes
[168] seems,wrong
[168] obviously,graphic
[168] science,challenge

Top Word Pairs in Tweet in G9:
[137] data,visualization
[105] welcome,data
[105] channel,learn
[105] learn,use
[105] 103,check
[105] youtube,channel
[105] visualization,103
[105] check,youtube
[104] starboy_abefe,welcome
[52] data,science

Top Word Pairs in Tweet in G10:
[60] financial,data
[59] written,one
[59] experts,topic
[59] data,explores
[59] leading,experts
[59] topic,introduction
[59] one,leading
[59] analysis,financial
[59] introduction,analysis
[58] parajulisaroj16,written

Top Replied-To
Top Replied-To in Entire Graph:
@kareem_carr
@hacksultan
@mdudas
@pavanprakash17
@sportstalkmatt
@dc_draino
@baddatatakes
@bond_dog_51
@drlou417
@trisjburns

Top Replied-To in G2:
@datasciencedojo

Top Replied-To in G4:
@jon_bois

Top Replied-To in G7:
@baddatatakes
@realfabianberg
@mehtakavita3293
@excelhumor
@falconryfinance

Top Replied-To in G8:
@kareem_carr

Top Replied-To in G9:
@datagenotype
@habibmaryam1

Top Replied-To in G10:
@worksfess

Top Mentioned
Top Mentioned in Entire Graph:
@rmarkdown
@tut_ml
@denicmarko
@jon_bois
@exceldictionary
@excelhumor
@kareem_carr
@datasciencedojo
@hunter16919563
@starboy_abefe

Top Mentioned in G1:
@zeroplagiarism
@chicagoessays
@thee_prof1
@hwexpert
@digitaldevnet
@1stepgrow
@gocleared
@anychart
@isbahq
@anurag_629

Top Mentioned in G2:
@tut_ml
@datasciencedojo
@patilindrajeets
@ai_advice
@sheraj99
@tedpetrou
@kirkdborne
@_qu4nt
@ronald_vanloon
@fahmierangga

Top Mentioned in G3:
@rmarkdown
@robinlovelace
@dd_wen_
@samuel_wong_
@citedrive
@tut_ml
@parajulisaroj16
@josechopula
@ncihtan
@varshadulet

Top Mentioned in G4:
@jon_bois

Top Mentioned in G5:
@denicmarko
@sirajraval
@udemba_chinonso
@a_ladycalledmo
@tut_ml

Top Mentioned in G6:
@exceldictionary
@baba_omoloro
@rmarkdown
@tut_ml
@chrisstaud
@denicmarko
@starboy_abefe

Top Mentioned in G7:
@excelhumor
@tut_ml

Top Mentioned in G8:
@kareem_carr
@tut_ml
@rmarkdown
@marklivesthings
@datasciencedojo

Top Mentioned in G9:
@starboy_abefe
@chrisstaud
@hertechtrail
@ritmwa_noel
@ezekiel_aleke
@thenaijacarguy
@tut_ml
@habibmaryam1
@exceldictionary
@datasciencedojo

Top Mentioned in G10:
@parajulisaroj16
@datavisfriendly
@gabymlp
@moritz_stefaner
@tut_ml
@rmarkdown
@visualcap
@kareem_carr
@froileinmueller

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@alerttrade
@cryptotraderpro
@chidambara09
@crweworld
@cybersecurityn8
@zerglinator
@flashalert_me
@newsfilterio
@vonrosenchild

Top Tweeters in G1:
@alerttrade
@cryptotraderpro
@crweworld
@flashalert_me
@newsfilterio
@uhiiman
@quantisnow
@breizh2008
@m157q_news_rss
@jeffbullas

Top Tweeters in G2:
@cybersecurityn8
@rahul05ranjan
@aldoceccarelli
@ssxman2
@ricardo_ik_ahau
@frcretweets
@mackdrama1017
@pythonroboto
@dill_bot
@tujadili

Top Tweeters in G3:
@100daysof2020
@rstatstweet
@teddybearisabot
@jluisperezg
@balamsinhue
@dd_fafa_
@bntw_crow
@monrodriguez
@rstats4ds
@rstats_tweets

Top Tweeters in G4:
@zerglinator
@uncreativecat
@reisengrath
@alexisuwualexis
@ngimpacts
@rustyshackleman
@lpunkari
@_oz___
@katsukinnie
@ironiclark

Top Tweeters in G5:
@floochowsky
@nadalchukwu
@nasir98991336
@trex247
@trendingvarma
@youlovethefabby
@diosdiablo1
@ovirami
@nkamlo06
@terro_eyes

Top Tweeters in G6:
@tijanihabeeb
@thepraiiz
@orpzy_
@carmenmaracaibo
@gregfranca
@jorgevargas95
@damidex
@papapi2018
@maritere3377
@grateful_geek_

Top Tweeters in G7:
@brown_sucre
@unnamedgirls
@pimamanggala
@ttahpanirlin
@shilaaryn
@wadfa_
@santroibeard
@tutiksordo
@linzeenolohan
@ahmad_deza

Top Tweeters in G8:
@projektxpand
@mascarasangrada
@briantrice
@margot__pi
@arthreemis
@amysupermodel
@xdiegoramirezx
@lepidopodus
@mikoflohr
@operationoxygen

Top Tweeters in G9:
@chizo_alaribe
@makeupafrica_
@mrf0_olish
@adekpemo
@ubuntu_col
@sukumarnagaraj5
@omale_h
@iamstankovicss
@dev_dedot2n
@mo__billions

Top Tweeters in G10:
@worksfess
@akwyz
@komiska
@kentrilbrand
@anglehernandez
@1mo1ina13
@howie7951
@ragusosergio
@froileinmueller
@diogoprovete


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