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datamining_2022-08-14_23-45-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 15, 2022
Short Description:
datamining via NodeXL https://bit.ly/3QIiqmD
@kirkdborne
@rosanaferrero
@globaliqx
@yvesmulkers
@datasciencebot_
@corpus_news
@analytics_699
@codewithtwitchi
@gracienunyabiz
@sekurprivate

Top hashtags:
#datamining
#datascience
#python
#data
#ai
#databasestorage

Description:
Description
The graph represents a network of 3,151 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, 15 August 2022 at 07:03 UTC.

The requested start date was Monday, 15 August 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, 23-hour, 44-minute period from Monday, 01 August 2022 at 00:15 UTC to Monday, 15 August 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 : 3151
Unique Edges : 1910
Edges With Duplicates : 9517
Total Edges : 11427
Number of Edge Types : 5
Retweet : 3729
MentionsInRetweet : 4811
Tweet : 2027
Mentions : 631
Replies to : 229
Self-Loops : 2091
Reciprocated Vertex Pair Ratio : 0.0130799605133268
Reciprocated Edge Ratio : 0.0258221680876979
Connected Components : 448
Single-Vertex Connected Components : 193
Maximum Vertices in a Connected Component : 1375
Maximum Edges in a Connected Component : 8202
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.615425
Graph Density : 0.000413574929601588
Modularity : 0.333572
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 3,151 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, 15 August 2022 at 07:03 UTC.

The requested start date was Monday, 15 August 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, 23-hour, 44-minute period from Monday, 01 August 2022 at 00:15 UTC to Monday, 15 August 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 : 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:
[234] https://silogora.org/quand-les-algorithmes-de-la-caf-ouvrent-la-chasse-aux-pauvres/
[152] https://www.datasciencecentral.com/profiles/blogs/book-artificial-intelligence-with-python-1
[123] https://www.maximaformacion.es/blog-ciencia-datos/9-sitios-web-en-los-que-aprender-mas-sobre-estadistica-y-r-software/
[116] https://archive.siam.org/meetings/sdm10/tutorial3.pdf
[61] https://www.amazon.com/dp/0137470355?tag=corpusnews-20&linkCode=osi&th=1&psc=1
[53] https://www.amazon.com/dp/0578973839?tag=corpusnews-20&linkCode=osi&th=1&psc=1
[51] https://youtu.be/OJt-k9h9pmk
[43] https://www.amazon.com/dp/1119741742?tag=corpusnews-20&linkCode=osi&th=1&psc=1
[43] https://www.maximaformacion.es/blog-dat/5-consejos-para-evitar-problemas-en-modelos-de-regresion/
[42] https://www.fiverr.com/share/dDRXe0

Top URLs in Tweet in G1:
[60] https://www.amazon.com/dp/0137470355?tag=corpusnews-20&linkCode=osi&th=1&psc=1
[53] https://www.amazon.com/dp/0578973839?tag=corpusnews-20&linkCode=osi&th=1&psc=1
[43] https://www.amazon.com/dp/1119741742?tag=corpusnews-20&linkCode=osi&th=1&psc=1
[41] https://www.amazon.com/dp/1449361323?tag=corpusnews-20&linkCode=osi&th=1&psc=1
[40] https://www.amazon.com/dp/109810403X?tag=corpusnews-20&linkCode=osi&th=1&psc=1
[39] https://www.amazon.com/dp/B077BPLTXN?tag=corpusnews-20&linkCode=osi&th=1&psc=1
[38] https://www.datasciencecentral.com/profiles/blogs/book-artificial-intelligence-with-python-1
[35] https://www.fiverr.com/share/dDRXe0
[33] http://www.fiverr.com/120500050?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=ak3mjQ
[32] https://cursortek.com/business-data-details.php?country=us&category=home-cleaning

Top URLs in Tweet in G2:
[112] https://www.datasciencecentral.com/profiles/blogs/book-artificial-intelligence-with-python-1
[89] https://archive.siam.org/meetings/sdm10/tutorial3.pdf
[20] 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
[14] https://dafriedman97.github.io/mlbook/content/introduction.html
[12] https://www.datasciencecentral.com/profiles/blogs/introduction-to-numpy-1-an-absolute-beginners-guide-to-machine
[11] https://www.datasciencecentral.com/profiles/blogs/deep-learning-techniques-for-cyber-security
[9] https://www.datasciencecentral.com/profiles/blogs/evolution-of-process-mining-a-look-at-the-history-1
[7] https://www.datasciencecentral.com/google-tutorial-on-machine-learning/
[7] https://www.datasciencecentral.com/profiles/blogs/github-material
[6] https://www.datasciencecentral.com/profiles/blogs/differential-ml-on-tensorflow-and-colab

Top URLs in Tweet in G3:
[105] https://www.maximaformacion.es/blog-ciencia-datos/9-sitios-web-en-los-que-aprender-mas-sobre-estadistica-y-r-software/
[45] https://youtu.be/OJt-k9h9pmk
[21] https://www.maximaformacion.es/blog-dat/5-consejos-para-evitar-problemas-en-modelos-de-regresion/
[9] https://archive.siam.org/meetings/sdm10/tutorial3.pdf
[4] https://www.chrisstucchio.com/blog/2013/hadoop_hatred.html
[3] https://mailchi.mp/zigram/data-asset-weekly-dispatch_01_august_1
[2] https://enterprisetalk.com/featured/top-five-big-data-integration-strategies/?utm_content=buffer7e837&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.techtarget.com/searchsecurity/feature/Top-7-types-of-data-security-technology?utm_content=buffer5e0eb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.datasciencecentral.com/profiles/blogs/book-artificial-intelligence-with-python-1
[1] https://juba.github.io/explor/articles/introduction_en.html

Top URLs in Tweet in G4:
[231] https://silogora.org/quand-les-algorithmes-de-la-caf-ouvrent-la-chasse-aux-pauvres/
[2] https://www.nextinpact.com/article/43388/le-datamining-cache-misere-contre-fraude-fiscale
[1] https://www.cgt-ccrf.net/missions/la-rgpp-reate-a-la-dgccrf/article/question-ecrite-no-07699-de-mme-marie-noelle-lienemann-maintien-du-caractere
[1] https://www.cfdt.fr/portail/dgccrf-des-missions-mises-a-mal-srv2_594039

Top URLs in Tweet in G5:
[14] https://www.youtube.com/watch?v=yGNxPoGsj-M

[10] https://www.fiverr.com/share/yAD0pZ
[9] https://www.fiverr.com/share/dYZLE3
[6] http://www.fiverr.com/208159740?utm_campaign=gigs_show&utm_medium=shared&utm_source=copy_link&utm_term=korwLo
[5] https://twinybots.ch/
[4] https://www.fiverr.com/share/vzdXAe
[4] https://www.fiverr.com/dataenteryexpe/do-web-crawling-or-web-scraping-from-directory-website
[4] https://www.r-bloggers.com/2022/08/new-statistical-geoms-in-ggxmean/
[4] https://www.amazon.com/dp/1484271548?tag=corpusnews-20&linkCode=osi&th=1&psc=1
[3] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlL1JFZEx6Uj8=&uuid=182a1f06-19ee-11ed-8fe5-56644346714c&vid=

Top URLs in Tweet in G6:
[25] https://store.playstation.com/#!/ja-jp/tid=CUSA00572_00
[1] https://twitter.com/PJ_shoui/status/1554842504251392001
[1] https://twitter.com/PJ_shoui/status/1554518676925476864

Top URLs in Tweet in G8:
[1] https://7wdata.be/big-data/why-ai-is-vital-in-the-race-to-meet-the-sdgs/?utm_source=twitter&utm_medium=7wdata&utm_campaign=mp-rss-20-7wBlog
[1] https://www.7wdata.be/byod/container-security-meets-kubernetes-what-it-pros-need-to-know/?utm_source=twitter&utm_medium=7wdata&utm_campaign=mp-rss-20-7wBlog
[1] http://openlink.azurewebsites.net/aHR0cHM6Ly93d3cuN3dkYXRhLmJlL2J5b2QvY29udGFpbmVyLXNlY3VyaXR5LW1lZXRzLWt1YmVybmV0ZXMtd2hhdC1pdC1wcm9zLW5lZWQtdG8ta25vdy8=/aHR0cHM6Ly85OTE4MS0yODIwNDQtcmFpa2ZjcXVheHFuY29mcWZtLnN0YWNrcGF0aGRucy5jb20vd3AtY29udGVudC91cGxvYWRzLzIwMjAvMDQvc2VhbWxlc3MtcGF0dGVybi13aXRoLWs4cy1kb2NrZXItd2VicGFjay1pbGx1c3RyYXRpb24taWQxMTg3ODIxNzk2LnBuZw==/ICAgQ29udGFpbmVyIHNlY3VyaXR5IG1lZXRzIEt1YmVybmV0ZXM6IFdoYXQgSVQgcHJvcyBuZWVkIHRvIGtub3cgICA=/IERvY2tlciBicm91Z2h0IGNvbnRhaW5lcnMgaW50byB0aGUgZW50ZXJwcmlzZTsgc3RhdGljIHNjYW5uaW5nIG1ha2VzIHN1cmUgdGhleSBhcmUgc2VjdXJlIHdoZW4gdGhlIGltYWdlcyBhcmUgY3JlYXRlZC4gV2hvIHdhdGNoZXMgdGhlbSB3aGVuIHRoZXkgcnVuPwoKRG9ja2VyIG1hZGUgaXQgcG9zc2libGUgdG8gaGF2ZSBhbiA=
[1] https://pro.europeana.eu/post/copyright-directive-series-a-closer-look-at-the-netherlands
[1] https://twitter.com/Mvsleaks/status/1553887640268771328
[1] https://twitter.com/Mvsleaks/status/1553749796036530178

Top URLs in Tweet in G9:
[1] https://twitter.com/Portergauge/status/1557313553278783488

Top URLs in Tweet in G10:
[3] https://discord.com/invite/Mk5arUKQ
[2] https://discord.com/invite/mariokarttours
[2] https://twitter.com/MarioKartActu/status/1505154030556770305
[1] https://mariopartylegacy.com/2022/02/every-course-track-in-the-mario-kart-8-dlc-deluxe-pack-so-far
[1] https://www.youtube.com/watch?v=bq2ioQppAz8&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[1183] amazon.com
[291] datasciencecentral.com
[253] cursortek.com
[234] silogora.org
[183] fiverr.com
[168] maximaformacion.es
[116] siam.org
[102] twitter.com
[59] youtube.com
[54] youtu.be

Top Domains in Tweet in G1:
[1143] amazon.com
[253] cursortek.com
[108] datasciencecentral.com
[100] fiverr.com
[40] maximaformacion.es
[38] freelancer.com
[33] r-bloggers.com
[28] nodexlgraphgallery.org
[20] google.com
[17] siam.org

Top Domains in Tweet in G2:
[180] datasciencecentral.com
[89] siam.org
[35] amazon.com
[14] github.io
[5] twitter.com
[5] theinsaneapp.com
[3] stanford.edu
[2] mdpi.com
[2] temida.si
[2] bitly.com

Top Domains in Tweet in G3:
[126] maximaformacion.es
[45] youtu.be
[9] siam.org
[4] chrisstucchio.com
[3] mailchi.mp
[2] github.io
[2] twitter.com
[2] enterprisetalk.com
[2] techtarget.com
[2] datasciencecentral.com

Top Domains in Tweet in G4:
[231] silogora.org
[2] nextinpact.com
[1] cgt-ccrf.net
[1] cfdt.fr

Top Domains in Tweet in G5:
[53] fiverr.com
[32] twitter.com
[31] youtube.com
[6] geekyhumans.com
[5] linkedin.com
[5] twinybots.ch
[4] github.com
[4] r-bloggers.com
[4] amazon.com
[3] investopedia.com

Top Domains in Tweet in G6:
[25] playstation.com
[2] twitter.com

Top Domains in Tweet in G8:
[2] 7wdata.be
[2] twitter.com
[1] azurewebsites.net
[1] europeana.eu

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

Top Domains in Tweet in G10:
[5] discord.com
[2] twitter.com
[1] mariopartylegacy.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2740] datamining
[876] datascience
[786] python
[784] data
[775] ai
[688] databasestorage
[672] design
[623] machinelearning
[620] bigdata
[452] analytics



Top Hashtags in Tweet in G1:
[2045] datamining
[682] databasestorage
[664] design
[631] ai
[624] python
[555] data
[527] datascience
[444] machinelearning
[435] bigdata
[418] bulk

Top Hashtags in Tweet in G2:
[161] datascience
[144] python
[108] machinelearning
[89] bigdata
[80] ai
[80] 100daysofcode
[49] datamining
[45] abdsc
[36] deeplearning
[24] mathematics

Top Hashtags in Tweet in G3:
[144] data
[141] datascience
[117] statistics
[107] dataviz
[106] rstats
[27] datamining
[25] bigdata
[20] analytics
[14] machinelearning
[13] programming

Top Hashtags in Tweet in G5:
[217] datamining
[65] dataentry
[41] email
[38] data
[37] agent
[37] listing
[37] lender
[37] skiptracing
[37] cdldata
[37] cellphone

Top Hashtags in Tweet in G7:
[11] pikmin
[1] splatoon3
[1] pikminbloom
[1] datamining

Top Hashtags in Tweet in G8:
[13] copyrightdirective
[13] copyright
[4] datamining
[3] ai
[2] analytics
[2] bigdata
[2] datascience
[2] 7wdata
[1] python
[1] machinelearning

Top Hashtags in Tweet in G9:
[1] warcraft

Top Hashtags in Tweet in G10:
[36] mariokarttour
[18] mktn
[5] mariokart
[2] mk8datamining
[2] mk8dkt
[2] mariokart8deluxe
[2] datamining

Top Words
Top Words in Tweet in Entire Graph:
[2739] #datamining
[2009] data
[1321] ø
[1070] datamining
[874] #datascience
[795] #data
[786] #python
[774] #ai
[755] ù
[711] kirkdborne

Top Words in Tweet in G1:
[2044] #datamining
[1620] data
[682] #databasestorage
[664] #design
[630] #ai
[624] #python
[559] #data
[525] #datascience
[522] corpus_news
[506] learning

Top Words in Tweet in G2:
[419] kirkdborne
[237] pdf
[161] #datascience
[144] #python
[115] free
[113] intelligence
[113] complete
[112] artificial
[112] guide
[112] building

Top Words in Tweet in G3:
[321] rosanaferrero
[147] #data
[141] #datascience
[117] #statistics
[107] #dataviz
[106] #rstats
[106] mejores
[105] blogs
[105] sitios
[105] web

Top Words in Tweet in G4:
[463] caf
[262] datamining
[257] pjanuel
[231] quand
[231] algorithmes
[231] ouvrent
[231] chasse
[231] aux
[231] pauvres
[27] l'utilisation

Top Words in Tweet in G5:
[217] #datamining
[147] data
[95] more
[85] info
[82] datamining
[65] #dataentry
[64] entry
[51] cdldata
[41] #email
[39] mining

Top Words in Tweet in G6:
[180] wt
[175] pj_shoui
[125] ãƒ
[98] br9
[79] datamining
[75] æ
[60] rha
[54] heat
[53] ammo
[53] indication

Top Words in Tweet in G7:
[64] guys
[64] found
[64] datamining
[64] splatoon
[64] splatfest
[64] theme
[64] one
[64] seems
[64] very
[64] tough

Top Words in Tweet in G8:
[68] mvsleaks
[68] datamining
[67] team
[65] again
[65] warner
[65] feds
[63] mvsplayer
[49] posting
[45] ringout
[40] here's

Top Words in Tweet in G9:
[61] datamining
[43] story
[31] feel
[30] stuff
[30] valarynn
[26] regardless
[26] lol
[25] wows
[25] practice
[25] discovering

Top Words in Tweet in G10:
[91] datamining
[66] tour
[60] news
[57] kart_tour
[52] pipe
[44] sundae
[42] special
[36] #mariokarttour
[31] offers
[28] week

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[564] ø,ø
[454] ø,ù
[425] #bulk,#data
[364] ù,ø
[321] data,science
[309] data,mining
[305] data,analysis
[292] #selling,#bulk
[285] #scraping,#datamining
[270] #ai,#python

Top Word Pairs in Tweet in G1:
[418] #bulk,#data
[319] data,science
[292] #selling,#bulk
[285] #scraping,#datamining
[272] data,analysis
[260] #ai,#python
[253] #socialmedia,#scraping
[252] #hotels,#restaurants
[252] #restaurants,#leads
[233] data,mining

Top Word Pairs in Tweet in G2:
[112] artificial,intelligence
[112] intelligence,#python
[112] #python,complete
[112] complete,guide
[112] guide,building
[112] building,intelligent
[112] intelligent,apps
[110] kirkdborne,artificial
[110] apps,#bigdat
[89] pdf,excellent

Top Word Pairs in Tweet in G3:
[105] mejores,blogs
[105] blogs,sitios
[105] sitios,web
[101] #data,#dataviz
[100] #datascience,#data
[99] #statistics,#datascience
[86] resultados,anã
[86] anã,lisis
[75] rosanaferrero,estadística
[71] factoinvestigate,#rstats

Top Word Pairs in Tweet in G4:
[231] quand,algorithmes
[231] algorithmes,caf
[231] caf,ouvrent
[231] ouvrent,chasse
[231] chasse,aux
[231] aux,pauvres
[231] pauvres,datamining
[231] datamining,caf
[230] pjanuel,quand
[27] l'utilisation,datamining

Top Word Pairs in Tweet in G5:
[64] data,entry
[47] more,info
[37] #agent,#listing
[37] #listing,#datamining
[37] #datamining,#lender
[37] #lender,#skiptracing
[37] #skiptracing,#cdldata
[37] #cdldata,#cellphone
[37] #cellphone,#email
[37] #email,more

Top Word Pairs in Tweet in G6:
[168] pj_shoui,wt
[79] wt,datamining
[53] ammo,indication
[50] ãƒ,ãƒ
[50] šè,æ
[50] æ,ÿé
[49] datamining,f4d
[49] f4d,br9
[49] br9,20mm
[49] 20mm,x4門

Top Word Pairs in Tweet in G7:
[64] guys,found
[64] found,datamining
[64] datamining,splatoon
[64] splatoon,splatfest
[64] splatfest,theme
[64] theme,one
[64] one,seems
[64] seems,very
[64] very,tough
[64] tough,decision

Top Word Pairs in Tweet in G8:
[67] mvsleaks,datamining
[67] datamining,team
[65] again,warner
[65] warner,feds
[65] feds,mvsleaks
[49] posting,again
[37] mvsplayer,here's
[28] team,mala
[27] scooby,snacks
[27] snacks,ringout

Top Word Pairs in Tweet in G9:
[25] regardless,feel
[25] feel,wows
[25] wows,story
[25] story,lol
[25] lol,practice
[25] practice,discovering
[25] discovering,stuff
[25] stuff,datamining
[25] datamining,insane
[24] valarynn,regardless

Top Word Pairs in Tweet in G10:
[51] kart_tour,news
[44] sundae,tour
[42] news,datamining
[26] datamining,special
[26] special,pipe
[25] going,pull
[24] pipe,one
[24] one,week
[24] week,pipe
[24] tour,going

Top Replied-To
Top Replied-To in Entire Graph:
@valarynn
@biggercapital
@sechouafni
@sparkelous2
@zulliethewitch
@keyboardturn
@arcane_syntax
@profbreen587
@taliesinevitel
@itsneryssa

Top Replied-To in G1:
@netflixcrypto
@gerald_bader

Top Replied-To in G3:
@icsiatberkeley

Top Replied-To in G4:
@pjanuel

Top Replied-To in G8:
@pridefulraven

Top Replied-To in G9:
@valarynn
@profbreen587
@keyboardturn
@taliesinevitel
@itsneryssa
@gorthaur1991
@magdalenadk
@melithian539
@dev01ution
@tricycle_clown

Top Replied-To in G10:
@oatmealdome

Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@corpus_news
@rosanaferrero
@analytics_699
@pjanuel
@pj_shoui
@theinsaneapp
@globaliqx
@cursortek
@mvsleaks

Top Mentioned in G1:
@corpus_news
@kirkdborne
@analytics_699
@cursortek
@globaliqx
@rosanaferrero
@theinsaneapp
@rbloggers
@dataposts
@nodexl

Top Mentioned in G2:
@kirkdborne
@theinsaneapp
@nist
@jason_mayes
@analytics_699
@jakevdp
@corpus_news
@globaliqx
@smartproxy_com
@aureliengeron

Top Mentioned in G3:
@rosanaferrero
@quaesita
@kirkdborne
@sekurprivate
@analytics_699
@globalphobserv
@cloudpreacher
@globaliqx
@v0max
@acsnewsfeed

Top Mentioned in G4:
@pjanuel
@nextinpact
@silogora

Top Mentioned in G5:
@taimoor_basit1
@iciberneticos
@savunmaguncesi
@rieadtalukder
@718tv
@mhtosher
@leo_rp_22

Top Mentioned in G6:
@pj_shoui

Top Mentioned in G7:
@twigthebluepik
@petalfallfarms

Top Mentioned in G8:
@mvsleaks
@mvsplayer
@kb_nederland
@europeanaipr
@yvesmulkers
@analytics_699
@ingliguori
@mvsmemes

Top Mentioned in G9:
@valarynn
@taliesinevitel
@itsneryssa
@keyboardturn
@moonwardensira
@profbreen587
@malikth32
@fiat_stanley
@joemerrick
@leyloriamg

Top Mentioned in G10:
@kart_tour
@oatmealdome
@mplnetwork
@fishguy6564
@koopavocelot
@superstar690
@halfhydra
@joannydtl

Top Tweeters
Top Tweeters in Entire Graph:
@akiko_lawson
@kfc_jp
@sectest9
@chidambara09
@xaelbot
@codedailybot
@wwwanpaus
@zerglinator
@cybersecurityn8
@m2bliquis

Top Tweeters in G1:
@chidambara09
@xaelbot
@codedailybot
@evankirstel
@fabriciosx
@rvp
@dataaugmented
@rahul05ranjan
@codewithtwitchi
@goaidev

Top Tweeters in G2:
@ssxman2
@santchiweb
@mackdrama1017
@whopcod
@joseph_santoro
@iottogether
@kirkdborne
@myitmedia
@charlyaztec
@alternative200

Top Tweeters in G3:
@sectest9
@cybersecurityn8
@ourblogginglife
@xdiegoramirezx
@betqueer
@domingonarvaez1
@blackstembot
@carlosanax
@hackingdom_io
@globalphobserv

Top Tweeters in G4:
@m2bliquis
@_redfrog
@radiolondres6
@katiaontheearth
@cvassiviere
@bbddpp
@agathenrv
@fanchonf
@virginievotier
@krysaliah

Top Tweeters in G5:
@biconnections
@stanleyepstein
@ihirejobalerts
@granddadwhatthe
@sharpieskunk
@gaymariop
@lordquince
@lucian2drei
@peterhenry9
@roshini911

Top Tweeters in G6:
@44k_uma3
@sanro_bb
@nekota_traveler
@cnok3
@momizisaki97
@2013dearu5342_
@mofritin_garand
@np_gldemo_lisa
@yuki97331
@archer65907290

Top Tweeters in G7:
@kinggeoshi64
@pikminbloomrt
@catgirlx1893
@yoyomaster333
@yuio_001
@mariogirl17
@preshyqueeen
@yellowguy_dw8
@xchumitox
@foudroly_

Top Tweeters in G8:
@yvesmulkers
@wabrandsma
@somari_64
@black_dragon123
@sweep_floor
@yaboirayrei
@realrubberduck1
@johannaberg
@psoemers
@thomaspussycat

Top Tweeters in G9:
@yuinosery
@levicopter
@cdshepard3
@rubychan228
@firemagephoenix
@massafera
@bon_zelot
@joemerrick
@marshmeileo
@sffcorgi

Top Tweeters in G10:
@maslowluver4evr
@powermattttttt
@kitty_dunlap98
@miss_katsune
@naokihamaci
@olliegeordielan
@sarahbear6391
@therealbowser64
@wristonicee
@0nezey