datamining, Twitter, 4/25/2022 7:22:23 AM, 275494


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datamining_2022-04-24_23-45-00.xlsx
datamining_2022-04-24_23-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 25, 2022
Short Description:
datamining via NodeXL https://bit.ly/3vdAz3G
@kirkdborne
@globaliqx
@king_bore_haha
@this0499154500
@ricardo_ik_ahau
@kart_tour
@analytics_699
@yvesmulkers
@zulliethewitch
@thefifthmatt

Top hashtags:
#datamining
#machinelearning
#datascience
#bigdata
#ai
#data
#bulk

Description:
Description
The graph represents a network of 2,476 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, 25 April 2022 at 06:50 UTC.

The requested start date was Monday, 25 April 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, 28-minute period from Monday, 11 April 2022 at 00:29 UTC to Sunday, 24 April 2022 at 23:58 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 : 2476
Unique Edges : 1370
Edges With Duplicates : 7563
Total Edges : 8933
Number of Edge Types : 5
Retweet : 3052
MentionsInRetweet : 3701
Tweet : 1214
Mentions : 774
Replies to : 192
Self-Loops : 1286
Reciprocated Vertex Pair Ratio : 0.0173333333333333
Reciprocated Edge Ratio : 0.0340760157273919
Connected Components : 431
Single-Vertex Connected Components : 221
Maximum Vertices in a Connected Component : 1497
Maximum Edges in a Connected Component : 7522
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.974499
Graph Density : 0.000498033648275975
Modularity : 0.314284
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,476 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, 25 April 2022 at 06:50 UTC.

The requested start date was Monday, 25 April 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, 28-minute period from Monday, 11 April 2022 at 00:29 UTC to Sunday, 24 April 2022 at 23:58 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:
[137] https://archive.siam.org/meetings/sdm10/tutorial3.pdf
[49] https://dafriedman97.github.io/mlbook/content/introduction.html
[44] https://www.fiverr.com/share/dDRXe0
[42] http://www.datasciencecentral.com/profiles/blogs/anomaly-detection-for-the-oxford-data-science-for-iot-course
[38] https://twinybots.ch/
[36] https://www.datasciencecentral.com/profiles/blogs/a-simple-way-to-understand-the-statistical-foundations-of-data
[35] http://www.fiverr.com/120500050?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=ak3mjQ
[32] https://www.fiverr.com/cursortek/scrape-search-engine-and-business-profile
[32] https://cursortek.com/business-data-details.php?country=us&category=home-cleaning
[32] https://cursortek.com/business-data-details.php?country=us&category=medical-centers

Top URLs in Tweet in G1:
[114] https://archive.siam.org/meetings/sdm10/tutorial3.pdf
[31] https://dafriedman97.github.io/mlbook/content/introduction.html
[28] https://www.datasciencecentral.com/profiles/blogs/a-simple-way-to-understand-the-statistical-foundations-of-data
[25] http://www.datasciencecentral.com/profiles/blogs/anomaly-detection-for-the-oxford-data-science-for-iot-course
[17] https://www.datasciencecentral.com/data-analysis-method-mathematics-optimization-to-build-decision/amp/
[16] https://www.datasciencecentral.com/profiles/blogs/free-book-a-comprehensive-guide-to-machine-learning-berkeley
[15] https://www.datasciencecentral.com/profiles/blogs/regression-analysis-using-python
[12] https://twitter.com/search?q=amzn.to%20from:kirkdborne&src=typed_query&f=live
[12] https://www.datasciencecentral.com/profiles/blogs/new-books-and-resources-for-dsc-members
[7] https://www.datasciencecentral.com/profiles/blogs/deep-learning-techniques-for-cyber-security

Top URLs in Tweet in G2:
[34] http://www.fiverr.com/120500050?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=ak3mjQ
[33] https://www.fiverr.com/share/dDRXe0
[32] https://www.fiverr.com/cursortek/scrape-search-engine-and-business-profile
[32] https://cursortek.com/business-data-details.php?country=us&category=real-estate-agents
[32] https://cursortek.com/business-data-details.php?country=us&category=massage-therapy
[32] https://cursortek.com/business-data-details.php?country=us&category=car-wash
[32] https://cursortek.com/business-data-details.php?country=us&category=acupuncture
[32] https://cursortek.com/business-data-details.php?country=us&category=medical-centers
[32] https://cursortek.com/business-data-details.php?country=us&category=home-cleaning
[31] https://cursortek.com/business-data-details.php?country=us&category=insurance

Top URLs in Tweet in G3:
[12] https://www.youtube.com/watch?v=yGNxPoGsj-M

[9] https://twinybots.ch/
[8] https://www.fiverr.com/share/yAD0pZ
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274682
[5] https://www.linkedin.com/slink?code=gz_acwH
[3] http://www.fiverr.com/158593036?utm_campaign=gigs_show&utm_medium=shared&utm_source=copy_link&utm_term=Y4oAPN
[3] http://www.fiverr.com/207972396?utm_campaign=gigs_show&utm_medium=shared&utm_source=copy_link&utm_term=qq5XV5
[2] https://api.whatsapp.com/send/?phone=919677748277&text&app_absent=0
[2] https://clickmyproject.com/new-projects-datamining-projects-c-1_33.html
[2] https://clickmyproject.com/

Top URLs in Tweet in G4:
[11] https://www.fiverr.com/share/dDRXe0
[7] https://www.propertycasualty360.com/2022/04/11/heres-how-ai-moved-insurance-in-a-bold-new-direction/?slreturn=20220311090941&utm_content=buffer89445&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.forbes.com/sites/naveenjoshi/2022/02/28/understanding-the-significance-of-iot-in-the-creation-of-circular-cities/?sh=4d26deae3cc0&utm_content=buffer6c63c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.analyticsinsight.net/ingenious-ways-of-encryption-that-ensure-privacy-of-big-data/?utm_content=bufferaa685&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://riskandinsurance.com/an-eye-on-ai-how-the-human-element-plays-a-role-in-todays-tech/?utm_content=buffer901be&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.analyticsinsight.net/what-are-the-relative-benefits-of-cybersecurity-automation/?utm_content=buffera4cac&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.finextra.com/blogposting/22122/top-tools-to-use-for-website-visitor-conversion-in-fintech?utm_content=buffer5aaf2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.linkedin.com/pulse/how-insurers-can-use-social-media-data-underwriting-mike-de-waal?utm_content=bufferfd292&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://electricalfundablog.com/data-mining-working-characteristics-types-applications-advantages/
[4] https://www.techtarget.com/iotagenda/feature/IoT-data-provides-a-foundation-for-smart-city-use-cases?utm_content=buffer9c1cc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[1] https://twitter.com/ELDENRING/status/1516340930504278020

Top URLs in Tweet in G6:
[3] https://discord.com/invite/mariokarttours
[1] https://twitter.com/soulsilverart/status/1516769882850959364
[1] http://ww1.discor.gg/?terms=Chat%20Dedicated%20Servers,Download%20from%20Secure%20Cloud%20File%20Storage,Live%20Chat%20Help%20System
[1] https://twitter.com/kart_tour/status/1513435517328703492
[1] https://twitter.com/kart_tour/status/1515767047065534467

Top URLs in Tweet in G7:
[4] https://peerj.com/special-issues/102-mining-social-media?utm_source=PeerJ&utm_medium=Twitter&utm_campaign=SI-102&utm_id=Social
[3] https://peerj.com/articles/cs-896/?utm_source=PeerJ&utm_medium=Social&utm_campaign=cs-896&utm_id=Social
[2] https://peerj.com/articles/13259/?utm_source=PeerJ&utm_medium=Social&utm_campaign=13259&utm_id=Social
[2] https://peerj.com/articles/cs-948/?utm_source=PeerJ&utm_medium=Social&utm_campaign=cs-948&utm_id=Social
[2] https://peerj.com/articles/cs-941/?utm_source=PeerJ&utm_medium=Social&utm_campaign=cs-941&utm_id=Social
[2] https://peerj.com/articles/cs-955/?utm_source=PeerJ&utm_medium=Social&utm_campaign=cs-955&utm_id=Social
[2] https://www.datasciencecentral.com/profiles/blogs/deep-learning-techniques-for-cyber-security
[1] https://myitcertificate.com/
[1] https://www.amazon.com/-/es/Zuur/dp/B00DWWBIX6
[1] https://twitter.com/maximaDataSci_R/status/1513456946988339205

Top URLs in Tweet in G9:
[27] https://eqp.datamining.om/estebyanar/czmrwoqo20222310332
[3] https://eqp.datamining.om/estebyanar/zrlvszjr2022420221142
[2] https://eqp.datamining.om/estebyanar/dlvidvrs20224691555
[2] https://eqp.datamining.om/estebyanar/ilixyhkiz20220404172150
[2] https://eqp.datamining.om/estebyanar/riaqvrpx2022322123045
[1] https://eqp.datamining.om/estebyanar/pubfghiu2022413172335
[1] https://eqp.datamining.om/estebyanar/yvxuonrb202241363954
[1] https://eqp.datamining.om/estebyanar/sghhnuuq202246165432

Top URLs in Tweet in G10:
[24] https://twitch.tv/kahikusu
[20] https://realmleaks.blogspot.com/2022/04/heart-of-darkness-paladins-datamining.html
[6] https://twinybots.ch/
[6] https://youtu.be/c6CQ92K0Z8g
[3] https://www.deccanchronicle.com/in-focus/111121/predictive-analysis-and-data-mining-are-not-the-same.html
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274682
[1] https://twitter.com/kahikusu/status/1514499163668774912

Top Domains
Top Domains in Tweet in Entire Graph:
[254] cursortek.com
[253] datasciencecentral.com
[160] fiverr.com
[137] siam.org
[101] globalbigdataconference.com
[93] twitter.com
[88] blogspot.com
[55] youtube.com
[50] amazon.com
[49] github.io

Top Domains in Tweet in G1:
[162] datasciencecentral.com
[114] siam.org
[31] amazon.com
[31] github.io
[13] twitter.com
[3] rpubs.com
[3] lsst.org
[3] google.com
[2] mdpi.com
[2] ning.com

Top Domains in Tweet in G2:
[254] cursortek.com
[99] fiverr.com
[91] globalbigdataconference.com
[82] datasciencecentral.com
[64] blogspot.com
[37] jokoding.com
[21] twinybots.ch
[17] cio.com
[17] siam.org
[16] pisquare.io

Top Domains in Tweet in G3:
[43] fiverr.com
[30] twitter.com
[17] youtube.com
[9] twinybots.ch
[7] linkedin.com
[6] datayoshi.com
[5] nodexlgraphgallery.org
[5] 7wdata.be
[5] azurewebsites.net
[4] clickmyproject.com

Top Domains in Tweet in G4:
[19] twitter.com
[14] analyticsinsight.net
[12] fiverr.com
[9] finextra.com
[9] linkedin.com
[9] forbes.com
[8] propertycasualty360.com
[6] riskandinsurance.com
[5] bbntimes.com
[4] electricalfundablog.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[3] twitter.com
[3] discord.com
[1] discor.gg

Top Domains in Tweet in G7:
[15] peerj.com
[4] datasciencecentral.com
[3] twitter.com
[3] mtr.cool
[2] amazon.com
[1] myitcertificate.com
[1] mdpi.com
[1] bbntimes.com
[1] jokoding.com
[1] siam.org

Top Domains in Tweet in G9:
[39] datamining.om

Top Domains in Tweet in G10:
[24] twitch.tv
[20] blogspot.com
[6] twinybots.ch
[6] youtu.be
[3] deccanchronicle.com
[2] nodexlgraphgallery.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1651] datamining
[1088] machinelearning
[870] datascience
[842] bigdata
[762] ai
[713] data
[551] bulk
[511] analytics
[495] python
[397] businesses



Top Hashtags in Tweet in G1:
[277] machinelearning
[164] datascience
[152] bigdata
[149] mathematics
[85] ai
[78] datamining
[74] abdsc
[52] statistics
[48] deeplearning
[37] datascientists

Top Hashtags in Tweet in G2:
[750] datamining
[606] machinelearning
[588] data
[571] bigdata
[559] ai
[546] datascience
[481] bulk
[425] analytics
[411] python
[370] businesses

Top Hashtags in Tweet in G3:
[208] datamining
[47] dataentry
[28] webresearch
[27] email
[27] skiptracing
[26] data
[26] agent
[26] listing
[26] lender
[26] cdldata

Top Hashtags in Tweet in G4:
[99] datamining
[74] datascience
[53] ai
[52] bigdata
[46] machinelearning
[37] insurtech
[36] iot
[29] deeplearning
[28] artificialintelligence
[23] insurance

Top Hashtags in Tweet in G5:
[112] eldenring

Top Hashtags in Tweet in G6:
[53] mariokarttour
[3] mktn
[1] eldenring

Top Hashtags in Tweet in G7:
[159] datamining
[56] machine_learning
[50] machinelearning
[22] datascience
[18] تنقيب_البيانات
[14] data
[14] bigdata
[12] machinelearing
[10] ai
[9] bulk

Top Hashtags in Tweet in G8:
[2] eldenring
[1] eldenringfanart

Top Hashtags in Tweet in G9:
[24] شبابنا_عمادنا
[6] أمسيات_الغرفة_الرمضانية
[2] وزارة_العمل
[1] صورسيتي

Top Hashtags in Tweet in G10:
[21] dbfz
[12] meltyblood
[7] datamining
[3] ggstrive
[3] bbctb
[3] oflp
[1] ggst
[1] paladins

Top Words
Top Words in Tweet in Entire Graph:
[1651] #datamining
[1088] #machinelearning
[870] #datascience
[842] #bigdata
[823] data
[810] datamining
[762] #ai
[737] kirkdborne
[719] #data
[699] cursortek

Top Words in Tweet in G1:
[467] kirkdborne
[292] pdf
[277] #machinelearning
[231] outlier
[168] ebook
[166] free
[164] #datascience
[152] #bigdata
[149] #mathematics
[140] download

Top Words in Tweet in G2:
[750] #datamining
[606] #machinelearning
[592] #data
[579] cursortek
[571] #bigdata
[559] #ai
[546] #datascience
[481] #bulk
[425] #analytics
[411] #python

Top Words in Tweet in G3:
[208] #datamining
[127] data
[105] datamining
[68] more
[60] info
[47] #dataentry
[41] cdldata
[40] mining
[39] entry
[28] #webresearch

Top Words in Tweet in G4:
[99] #datamining
[74] #datascience
[64] globaliqx
[57] data
[53] #ai
[52] #bigdata
[46] #machinelearning
[44] swisscognitive
[41] catherineadenle
[37] #insurtech

Top Words in Tweet in G5:
[220] mimic
[220] tear
[117] datamining
[113] patch
[112] king_bore_haha
[112] #eldenring
[112] 10
[111] time
[110] 04
[110] start

Top Words in Tweet in G6:
[210] pipe
[143] amsterdam
[132] kart_tour
[122] datamining
[97] news
[73] tour
[69] special
[69] week
[54] one
[53] #mariokarttour

Top Words in Tweet in G7:
[159] #datamining
[155] newoil3
[120] data
[117] البيانات
[85] من
[77] في
[63] mining
[56] #machine_learning
[55] text
[50] #machinelearning

Top Words in Tweet in G8:
[75] datamining
[73] zulliethewitch
[71] sellen
[65] segun
[65] hechicera
[65] aspecto
[65] bajo
[65] máscara
[65] puesto
[64] pinopinisimo

Top Words in Tweet in G9:
[43] في
[42] يسرنا
[42] دعوتكم
[42] لحضور
[42] أمسية
[42] الغرفة
[42] الرمضانية
[42] بعنوان
[28] عبر
[27] chamber_oman

Top Words in Tweet in G10:
[46] datamining
[38] ce
[38] soir
[38] dès
[38] 19h15
[28] kahikusu
[25] jeu
[25] combat
[24] co
[21] #dbfz

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[550] #bulk,#data
[395] #selling,#bulk
[318] 3k,plus
[295] #analytics,#bigdata
[292] #ai,#python
[286] #scraping,#datamining
[283] cursortek,#selling
[282] #bigdata,#ai
[270] #bigdata,#datascience
[255] #hotels,#restaurants

Top Word Pairs in Tweet in G1:
[124] download,free
[124] free,ebook
[124] ebook,47
[124] 47,pdf
[124] pdf,#mathematics
[124] #mathematics,needed
[124] needed,preparation
[124] preparation,introductory
[124] introductory,class
[124] class,#machinelearning

Top Word Pairs in Tweet in G2:
[480] #bulk,#data
[368] #selling,#bulk
[286] 3k,plus
[286] #scraping,#datamining
[283] cursortek,#selling
[266] #analytics,#bigdata
[266] #ai,#python
[255] #hotels,#restaurants
[255] #restaurants,#leads
[254] #socialmedia,#scraping

Top Word Pairs in Tweet in G3:
[38] data,entry
[31] more,info
[28] data,mining
[26] nationwide,list
[26] list,distressed
[26] distressed,homeowners
[26] homeowners,listed
[26] listed,mls
[26] mls,#agent
[26] #agent,#listing

Top Word Pairs in Tweet in G4:
[28] #datascience,#machinelearning
[28] data,mining
[28] mining,architecture
[28] architecture,catherineadenle
[27] relations,between
[27] between,#datascience
[27] #machinelearning,#artificialintelligence
[27] #artificialintelligence,#deeplearning
[27] #deeplearning,#datamining
[24] catherineadenle,cc

Top Word Pairs in Tweet in G5:
[220] mimic,tear
[110] time,#eldenring
[110] #eldenring,patch
[110] patch,04
[110] 04,datamining
[110] datamining,start
[110] start,mimic
[110] tear,nerfed
[110] nerfed,again
[110] again,lol

Top Word Pairs in Tweet in G6:
[102] pipe,amsterdam
[92] kart_tour,news
[69] news,datamining
[54] datamining,special
[54] special,pipe
[54] pipe,one
[54] one,week
[54] week,pipe
[51] pipe,green
[51] green,luigi

Top Word Pairs in Tweet in G7:
[51] #machine_learning,#datamining
[40] machine,learning
[38] data,mining
[31] newoil3,#datamining
[30] #datamining,newoil3
[21] newoil3,#machine_learning
[19] newoil3,jamilalshaqsi
[19] association,rule
[19] تنقيب,البيانات
[19] #datamining,#machinelearning

Top Word Pairs in Tweet in G8:
[65] segun,datamining
[65] datamining,zulliethewitch
[65] zulliethewitch,hechicera
[65] hechicera,sellen
[65] sellen,aspecto
[65] aspecto,bajo
[65] bajo,máscara
[65] máscara,puesto
[64] pinopinisimo,segun
[64] puesto,mano

Top Word Pairs in Tweet in G9:
[42] يسرنا,دعوتكم
[42] دعوتكم,لحضور
[42] لحضور,أمسية
[42] أمسية,الغرفة
[42] الغرفة,الرمضانية
[27] chamber_oman,يسرنا
[23] أبريل,2022م
[23] 2022م,00
[20] ss_governor,شاركونا
[19] الرمضانية,الخامسة

Top Word Pairs in Tweet in G10:
[38] ce,soir
[38] soir,dès
[38] dès,19h15
[25] jeu,combat
[21] datamining,#dbfz
[19] paladins,heart
[19] heart,darkness
[19] darkness,datamining
[19] rdv,ce
[19] 19h15,l'hebdo

Top Replied-To
Top Replied-To in Entire Graph:
@newoil3
@marlamin
@buff_moogle
@datamining_nk
@elonmusk
@leysttv
@keyboardturn
@mrgmyt
@zulliethewitch
@sakurak30955061

Top Replied-To in G2:
@facebook
@hakomtimeseries
@gizmodo

Top Replied-To in G3:
@theinnovation_m

Top Replied-To in G4:
@globaliqx

Top Replied-To in G5:
@dovahshit
@perchbird_
@hilb3rtspace
@king_bore_haha

Top Replied-To in G6:
@elchicoeevee

Top Replied-To in G7:
@newoil3
@muniramahmood89

Top Replied-To in G8:
@zulliethewitch

Top Replied-To in G10:
@paladinsgame

Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@analytics_699
@cursortek
@newoil3
@kart_tour
@king_bore_haha
@globaliqx
@bigdataconf
@zulliethewitch
@pinopinisimo

Top Mentioned in G1:
@kirkdborne
@datasciencectrl
@analytics_699
@ascentt
@databricks
@jonkrohnlearns
@giuseppeb
@vrubinobs
@nsf
@nasaspacesci

Top Mentioned in G2:
@analytics_699
@kirkdborne
@cursortek
@bigdataconf
@datasciencedojo
@kred
@antgrasso
@eli_krumova
@ingliguori
@globaliqx

Top Mentioned in G3:
@swampgallows
@mrscscookies

Top Mentioned in G4:
@globaliqx
@swisscognitive
@catherineadenle
@kirkdborne
@heinzvhoenen
@curieuxexplorer
@gigaom
@cathe
@awadallah
@analytics_699

Top Mentioned in G5:
@king_bore_haha
@thefifthmatt
@koreisho
@cbd_ttv

Top Mentioned in G6:
@kart_tour
@koopavocelot
@soulsilverart
@elchicoeevee
@king_bore_haha

Top Mentioned in G7:
@newoil3
@zumuruda93
@kawtharnaabi
@jamilalshaqsi
@sh_ti_oo
@hisham_adwani
@peerjcompsci
@harithkhadhoori
@sara_alrawas
@rosanaferrero

Top Mentioned in G8:
@zulliethewitch
@pinopinisimo
@rinboz
@hazelevandria

Top Mentioned in G9:
@chamber_oman
@ss_governor
@riyadaom
@ahmedskashoob
@karwamotors
@labour_oman
@sur_nn1

Top Mentioned in G10:
@kahikusu
@realm_leaks
@whitebl4ck

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@akiko_lawson
@sectest9
@chidambara09
@xaelbot
@codedailybot
@caloriemate_jp
@cybersecurityn8
@evankirstel
@jfsebastian146

Top Tweeters in G1:
@jfsebastian146
@xzpwedvhhh37i3c
@designthinkbot
@coyoton46
@joseph_santoro
@calzole
@delhimuse
@therealfs0c1ety
@sprintbaseb
@kirkdborne

Top Tweeters in G2:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@cybersecurityn8
@evankirstel
@codernotesbot
@fabriciosx
@dataaugmented
@hubofml

Top Tweeters in G3:
@1loriking
@eraser
@_4i7
@shioriarts
@biconnections
@overflow_meme
@fortivus
@calligraphymmo
@camdabot
@puddicure

Top Tweeters in G4:
@nicochan33
@jacobussystems
@marshacollier
@caring_mobile
@akwyz
@jamesvgingerich
@shi4tech
@openmarketingtv
@rldi_lamy
@hannaraptor

Top Tweeters in G5:
@bitchyami
@highimpactsex
@shock_and_roll
@henshinrx
@gemanuada
@chrises77o7
@neowokio
@miraokami
@mada_o
@talionprinciple

Top Tweeters in G6:
@maslowluver4evr
@soriano2789
@sthefox1
@fabrizio_213
@kinggeoshi64
@asogirl29
@shibethewoz
@fdezzgarciiia
@juanitoswitch
@thundervolt888

Top Tweeters in G7:
@ml_tweet_bot
@opensource_orgs
@blkhwk0ps
@gdprai
@technojeder
@readtechhere
@wisdomelover
@eventcentralme
@arbdc
@ceandaluces

Top Tweeters in G8:
@kkiruck
@mega_vanadis
@raaaaam2
@mono_lith_0
@ripartidorsc
@agunturiz
@kou_kagerou
@edea1987
@bluna_me
@kid_withthe_hat

Top Tweeters in G9:
@fajarqaboosiya
@ssaj_
@mah_b_oman
@aaa333id
@mohdalsumri
@ali_saifalsaadi
@omanisword1
@uqxnkfkbumjerp3
@sur_nn1
@humaid2017

Top Tweeters in G10:
@blackbloom186
@drsprat
@enderton_justin
@yasukesonlyheir
@louffy086
@mk13of
@whitebl4ck
@globalync_net
@saaspump
@flashno47


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