kaggle, Twitter, 5/29/2022 8:19:23 AM, 277268


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kaggle_2022-05-28_21-18-40.xlsx
kaggle_2022-05-28_21-18-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 29, 2022
Short Description:
kaggle via NodeXL https://bit.ly/3a6ttpB
@kaggle
@0xbnomial
@prthgo
@naohisashoji
@denicmarko
@ruchi798
@jeremyphoward
@fmfrancoise
@ziggys76535252
@giba1

Top hashtags:
#kaggle
#machinelearning
#ai
#analytics
#milkit
#datascience
#science
#bigdata
#python
#iot

Description:
Description
The graph represents a network of 4,665 Twitter users whose tweets in the requested range contained "kaggle", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 29 May 2022 at 04:24 UTC.

The requested start date was Sunday, 29 May 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, 40-minute period from Sunday, 15 May 2022 at 16:23 UTC to Saturday, 28 May 2022 at 19:03 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 : 4665
Unique Edges : 2975
Edges With Duplicates : 13285
Total Edges : 16260
Number of Edge Types : 5
MentionsInRetweet : 7236
Mentions : 1632
Replies to : 963
Retweet : 4828
Tweet : 1601
Self-Loops : 1790
Reciprocated Vertex Pair Ratio : 0.0234762979683973
Reciprocated Edge Ratio : 0.0458756065284517
Connected Components : 672
Single-Vertex Connected Components : 494
Maximum Vertices in a Connected Component : 3572
Maximum Edges in a Connected Component : 14832
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.986572
Graph Density : 0.000312581006326077
Modularity : 0.362474
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,665 Twitter users whose tweets in the requested range contained "kaggle", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 29 May 2022 at 04:24 UTC.

The requested start date was Sunday, 29 May 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, 40-minute period from Sunday, 15 May 2022 at 16:23 UTC to Saturday, 28 May 2022 at 19:03 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 : kaggle
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:
[274] https://freecodecamp.org/
[273] https://testautomationu.applitools.com/
[255] https://milkit.ai/
[52] https://www.kaggle.com/discussions/getting-started/326551
[49] https://www.amazon.com/gp/product/8269211508/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=8269211508&linkCode=as2&tag=kirkdborne-20&linkId=362dbfeaaabc7fee2c5526d0e340b370
[41] https://www.youtube.com/watch?v=q6E8kGbpaMI&list=PLxqBkZuBynVRyOJs4RWmB_fKlOVe5S8CR&index=27

[33] https://sigopt.com/blog/how-to-win-a-kaggle-competition-with-hyper-parameter-optimization/
[22] https://www.kaggle.com/competitions/amex-default-prediction/overview
[21] https://www.kaggle.com/
[20] https://www.kaggle.com/code/jhoward/how-random-forests-really-work/

Top URLs in Tweet in G1:
[49] https://www.amazon.com/gp/product/8269211508/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=8269211508&linkCode=as2&tag=kirkdborne-20&linkId=362dbfeaaabc7fee2c5526d0e340b370
[39] https://www.youtube.com/watch?v=q6E8kGbpaMI&list=PLxqBkZuBynVRyOJs4RWmB_fKlOVe5S8CR&index=27

[27] https://sigopt.com/blog/how-to-win-a-kaggle-competition-with-hyper-parameter-optimization/
[18] https://www.kaggle.com/yoshuabengio
[16] https://www.kaggle.com/competitions/amex-default-prediction/overview
[15] https://www.kaggle.com/code/jhoward/how-random-forests-really-work/
[13] https://www.kaggle.com/c/titanic/data
[11] https://www.kaggle.com/code/kanncaa1/data-sciencetutorial-for-beginners
[11] https://freecodecamp.org/
[11] https://testautomationu.applitools.com/

Top URLs in Tweet in G2:
[15] https://news.ycombinator.com/item?id=31448353
[6] https://peing.net/ja/bp_iriza?p=auto&utm_source=twitter&utm_medium=timeline&utm_campaign=auto_recruitment
[5] https://www.kaggle.com/
[4] https://www.kaggle.com/c/birdclef-2022
[4] https://www.kaggle.com/c/titanic
[3] https://www.kaggle.com/c/ubiquant-market-prediction
[3] https://www.kaggle.com/c/tabular-playground-series-may-2022
[3] https://networks.skewed.de/net/chess
[3] https://medium.com/@ebrahimhaqbhatti516/50-kaggle-notebooks-to-learn-data-visualization-9f9d3b11e215?sk=f6df7c4b74d32bded29ee78d5281cd72
[2] https://www.kaggle.com/datasets

Top URLs in Tweet in G3:
[5] https://arxiv.org/abs/2103.13932
[4] https://www.kaggle.com/learn/intro-to-machine-learning
[2] https://www.kaggle.com/c/titanic/data
[2] https://machinelearningmastery.com/using-kaggle-in-machine-learning-projects/
[2] https://www.kaggle.com/discussions/getting-started/326551
[2] https://developers.google.com/machine-learning/crash-course/
[2] https://www.deeplearning.ai/programs/
[2] https://www.kaggle.com/learn/overview
[2] https://www.udacity.com/course/intro-to-theoretical-computer-science--cs313
[2] https://github.com/PacktPublishing/The-Kaggle-Book

Top URLs in Tweet in G4:
[6] https://www.kaggle.com/datasets/timoboz/data-science-cheat-sheets
[3] https://www.kaggle.com/learn
[2] https://www.twitch.tv/videos/1461344311
[1] https://www.youtube.com/watch?v=6mBtTNggkUk&feature=youtu.be

[1] https://twitter.com/i/web/status/1526472961263570944
[1] https://www.kaggle.com/datasets/csafrit2/maternal-health-risk-data
[1] https://www.youtube.com/channel/UCaGv30R4t_ArTh_aKp7dGaQ
[1] https://www.kaggle.com/
[1] https://twitter.com/i/web/status/1528605993436954624
[1] https://www.kaggle.com/datasets

Top URLs in Tweet in G5:
[8] https://www.dentsudigital.co.jp/news/release/prizes/2022-0518-000022
[7] https://www.kaggle.com/code/residentmario/pytorch-autograd-explained
[7] https://www.rist.co.jp/join-our-team/
[6] https://www.kaggle.com/c/foursquare-location-matching
[5] https://speakerdeck.com/butsugiri/increasing-number-of-attempts-ver-2021
[5] https://github.com/tyamaguchi17/kaggle-happywhale-1st-place-solution-charmq
[5] https://www.kaggle.com/competitions/amex-default-prediction/overview
[5] https://www.kaggle.com/c/titanic
[4] https://blog.recruit.co.jp/data/articles/kaggle-h-and-m/
[4] https://note.com/currypurin/n/n722cd306f7ad

Top URLs in Tweet in G6:
[8] https://www.kaggle.com/code/jhoward/which-image-models-are-best
[4] https://medium.com/@ebrahimhaqbhatti516/50-kaggle-notebooks-to-learn-data-visualization-9f9d3b11e215?sk=f6df7c4b74d32bded29ee78d5281cd72
[3] https://freecodecamp.org/
[3] https://testautomationu.applitools.com/
[2] https://www.kaggle.com/code/jhoward/linear-model-and-neural-net-from-scratch
[2] https://www.kaggle.com/code/jhoward/why-you-should-use-a-framework
[2] https://medium.com/@ebrahimhaqbhatti516/kaggle-grandmasters-sharing-their-secret-sauce-on-how-to-win-kaggle-competitions-c369ceec0172?sk=5438644189fc2814e022e1007e47e69b
[2] https://www.reddit.com/r/MachineLearning/comments/uru60z/p_kaggle_competition_forecast_the_energy/
[1] https://www.kaggle.com/code/jhoward/how-does-a-neural-net-really-work
[1] https://www.kaggle.com/code/jhoward/linear-model-and-neural-net-from-scratch/

Top URLs in Tweet in G7:
[249] https://freecodecamp.org/
[249] https://testautomationu.applitools.com/
[3] https://www.kaggle.com/learn
[3] https://cognitiveclass.ai/learn
[3] http://www.netacad.com:80/courses/programming/pcap-programming-essentials-python
[3] https://data-flair.training/python-course/
[3] https://learndigital.withgoogle.com/digitalgarage/
[2] https://www.kaggle.com/learn/python
[2] https://www.kaggle.com/learn/intro-to-machine-learning
[1] https://www.kaggle.com/learn/intermediate-machine-learning

Top URLs in Tweet in G8:
[43] https://www.kaggle.com/discussions/getting-started/326551
[12] https://www.kaggle.com/discussions/getting-started/326100
[4] https://freecodecamp.org/
[4] https://testautomationu.applitools.com/
[2] https://www.kaggle.com/competitions/amex-default-prediction/discussion/327143
[2] https://www.kaggle.com/briankoech/twittersentimeter
[1] https://www.kaggle.com/discussions/getting-started/322851
[1] https://twitter.com/i/web/status/1521420456288747520
[1] https://www.kaggle.com/discussions/getting-started/325358
[1] https://www.kaggle.com/discussions/general/326007

Top URLs in Tweet in G9:
[250] https://milkit.ai/
[11] https://twinybots.ch/
[10] https://www.kaggle.com/competitions/gan-based-training-for-binary-classifier/overview
[3] https://medium.com/@ebrahimhaqbhatti516/50-kaggle-notebooks-to-learn-data-visualization-9f9d3b11e215?sk=f6df7c4b74d32bded29ee78d5281cd72
[2] https://medium.com/@Milk_It_Token/demystifying-milkit-71ceea54f86a
[2] https://t.me/Milk_It_v2
[2] https://twitter.com/zoehstree/status/1529145437831282692?t=Kn9g7Ev4syEvR7UUP5el6A&s=19
[2] https://twitter.com/Ziggys76535252/status/1528788290698084352
[2] https://blog.paperspace.com/the-best-kaggle-alternatives-in-2022/
[2] https://www.youtube.com/watch?v=h3M3Ob0zgkc&list=PLxqBkZuBynVRMORlFw95iNTp9aZzmmz4Y&index=7


Top URLs in Tweet in G10:
[3] https://www.kaggle.com/code/bcruise/solving-wordle-with-regular-expressions
[2] https://www.kaggle.com/code/konradb/ts-6-deep-learning-for-ts-rnn-and-friends
[2] https://freecodecamp.org/
[2] https://testautomationu.applitools.com/
[1] https://www.kaggle.com/datasets/konradb/wikirank-datasets-with-quality-scores
[1] https://www.kaggle.com/datasets/konradb/hunter-biden-emails
[1] https://www.kaggle.com/datasets/konradb/pickled-shrunken-training-data
[1] https://twitter.com/AndLukyane/status/1527680785817403392
[1] https://www.amazon.co.jp/dp/product/4065190061?ie=UTF8&linkCode=sl1&tag=quantdevelo0e-22&linkId=7402419cf61f8e42ce66af17cbeebe66&language=ja_JP&ref_=as_li_ss_tl
[1] https://www.kaggle.com/code/jhoward/how-random-forests-really-work/

Top Domains
Top Domains in Tweet in Entire Graph:
[738] kaggle.com
[279] freecodecamp.org
[273] applitools.com
[255] milkit.ai
[207] twitter.com
[146] youtube.com
[70] co.jp
[51] amazon.com
[45] medium.com
[33] sigopt.com

Top Domains in Tweet in G1:
[217] kaggle.com
[114] youtube.com
[61] twitter.com
[51] amazon.com
[27] sigopt.com
[13] freecodecamp.org
[11] youtu.be
[11] applitools.com
[10] keepingupwithdatascience.in
[9] co.jp

Top Domains in Tweet in G2:
[128] kaggle.com
[39] twitter.com
[17] co.jp
[16] ycombinator.com
[13] medium.com
[6] peing.net
[5] myfrankblog.com
[4] qiita.com
[4] community.dev
[3] togetter.com

Top Domains in Tweet in G3:
[16] kaggle.com
[5] arxiv.org
[2] machinelearningmastery.com
[2] google.com
[2] deeplearning.ai
[2] udacity.com
[2] github.com
[2] twitter.com
[1] co.jp
[1] freecodecamp.org

Top Domains in Tweet in G4:
[12] kaggle.com
[2] youtube.com
[2] twitter.com
[2] twitch.tv

Top Domains in Tweet in G5:
[75] kaggle.com
[48] twitter.com
[29] co.jp
[8] github.com
[7] note.com
[5] peing.net
[5] speakerdeck.com
[4] qiita.com
[4] getrevue.co
[3] paperspace.com

Top Domains in Tweet in G6:
[26] kaggle.com
[6] medium.com
[3] freecodecamp.org
[3] applitools.com
[3] reddit.com
[2] twitter.com
[1] youtube.com
[1] kurianbenoy.com
[1] github.com

Top Domains in Tweet in G7:
[249] freecodecamp.org
[249] applitools.com
[11] kaggle.com
[3] cognitiveclass.ai
[3] netacad.com
[3] data-flair.training
[3] withgoogle.com

Top Domains in Tweet in G8:
[66] kaggle.com
[4] freecodecamp.org
[4] applitools.com
[2] twitter.com
[1] bnomial.com

Top Domains in Tweet in G9:
[250] milkit.ai
[20] kaggle.com
[14] twitter.com
[11] twinybots.ch
[8] youtube.com
[5] medium.com
[3] arrikto.com
[2] t.me
[2] paperspace.com
[2] sigopt.com

Top Domains in Tweet in G10:
[10] kaggle.com
[2] freecodecamp.org
[2] applitools.com
[1] twitter.com
[1] co.jp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[947] kaggle
[896] machinelearning
[751] ai
[588] analytics
[510] milkit
[472] datascience
[275] science
[270] bigdata
[210] python
[189] iot



Top Hashtags in Tweet in G1:
[365] machinelearning
[349] datascience
[228] bigdata
[211] ai
[202] kaggle
[184] analytics
[163] iot
[159] python
[150] 100daysofcode
[115] deeplearning

Top Hashtags in Tweet in G2:
[79] kaggle
[20] python
[19] machinelearning
[18] datascience
[13] かぐるーど
[8] プログラミング
[8] ai
[6] 質問箱
[6] 匿名質問募集中
[5] deeplearning

Top Hashtags in Tweet in G3:
[6] datascience
[6] kaggle
[5] machinelearning
[3] python
[2] bigdata
[2] analytics
[2] iot
[2] iiot
[2] pytorch
[2] rstats

Top Hashtags in Tweet in G4:
[28] datascience
[11] 66daysofdata
[10] machinelearning
[4] kaggle
[3] pythonlearning
[2] imagerecognition
[1] sqllearning
[1] dataviz
[1] sql
[1] dataanalysis

Top Hashtags in Tweet in G5:
[80] kaggle
[9] 朝活
[8] プログラミング初心者
[8] 駆け出しエンジニア
[6] ai
[5] 質問箱
[5] bigdata
[5] python
[5] note
[4] datascience

Top Hashtags in Tweet in G6:
[21] kaggle
[9] machinelearning
[5] datascience
[4] datavisualization
[3] python
[2] pandas
[2] nvidia
[2] rapidsai
[2] cudf
[2] artificialintelligence

Top Hashtags in Tweet in G8:
[127] kaggle
[4] bigdata
[4] analytics
[4] datascience
[4] iot
[3] ai
[3] machinelearning
[2] iiot
[1] ml
[1] nlproc

Top Hashtags in Tweet in G9:
[500] ai
[496] milkit
[450] machinelearning
[382] analytics
[364] kaggle
[269] science
[41] sciencedirect
[38] crypto
[21] datascience
[19] deeplearning

Top Hashtags in Tweet in G10:
[4] kaggle
[3] datascience
[3] machinelearning
[2] bigdata
[2] analytics
[2] ai
[2] iot
[1] 100daysofcode
[1] 今日の積み上げ
[1] 駆け出しエンジニアと繋がりたい

Top Words
Top Words in Tweet in Entire Graph:
[3691] kaggle
[2004] data
[1170] machine
[959] learning
[942] #kaggle
[896] #machinelearning
[865] science
[751] #ai
[738] ml
[677] notebook

Top Words in Tweet in G1:
[1475] kaggle
[377] data
[374] notebook
[365] #machinelearning
[349] #datascience
[228] #bigdata
[211] #ai
[207] ml
[202] #kaggle
[184] #analytics

Top Words in Tweet in G2:
[287] kaggle
[79] data
[79] #kaggle
[32] competitions
[24] dataset
[24] learning
[21] gt
[20] rank
[20] competition
[20] #python

Top Words in Tweet in G3:
[643] machine
[469] 0xbnomial
[344] learning
[301] start
[301] hands
[301] tutorial
[301] goes
[301] straight
[301] coding
[301] intro

Top Words in Tweet in G4:
[738] data
[442] kaggle
[372] prthgo
[367] science
[358] starting
[356] set
[355] found
[355] amazing
[355] things
[355] need

Top Words in Tweet in G5:
[269] kaggle
[77] #kaggle
[60] kaggle_hokudai
[60] competition
[53] data
[53] currypurin
[46] 2022
[43] で
[43] upura0
[37] grandmaster

Top Words in Tweet in G6:
[203] notebook
[200] jeremyphoward
[144] kaggle
[118] metrics
[88] know
[88] interactive
[87] such
[87] work
[86] random
[86] forests

Top Words in Tweet in G7:
[256] denicmarko
[251] python
[251] ml
[249] free
[249] certifications
[249] software
[249] engineering
[249] ds
[249] ai
[27] machine

Top Words in Tweet in G8:
[247] ruchi798
[180] learning
[145] machine
[139] data
[127] #kaggle
[126] cloud
[107] science
[92] kaggle
[43] break
[43] resources

Top Words in Tweet in G9:
[620] milk
[534] milk_it_bsc
[500] #ai
[496] #milkit
[450] #machinelearning
[382] #analytics
[364] #kaggle
[269] #science
[269] ziggys76535252
[237] achine

Top Words in Tweet in G10:
[118] kaggle
[101] data
[88] science
[86] ml
[83] interview
[82] rasbt
[82] __mharrison__
[81] looking
[81] tng_konrad
[80] practical

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[865] data,science
[784] machine,learning
[564] #ai,#machinelearning
[441] data,set
[440] found,amazing
[440] amazing,data
[438] set,kaggle
[429] kaggle,things
[428] things,need
[428] need,data

Top Word Pairs in Tweet in G1:
[180] kaggle,notebook
[172] #bigdata,#analytics
[138] kaggle,competitions
[135] #ai,#machinelearning
[126] winning,solutions
[120] solutions,past
[119] updated,kaggle
[119] notebook,check
[119] check,winning
[119] past,kaggle

Top Word Pairs in Tweet in G2:
[32] kaggle,competitions
[20] winning,solutions
[20] solutions,kaggle
[19] data,science
[16] machine,learning
[15] kaggle,#kaggle
[14] course,kaggle
[14] jpx,tokyo
[14] tokyo,stock
[14] stock,exchange

Top Word Pairs in Tweet in G3:
[344] machine,learning
[301] start,machine
[301] learning,hands
[301] hands,tutorial
[301] tutorial,goes
[301] goes,straight
[301] straight,coding
[301] coding,intro
[301] intro,machine
[300] 0xbnomial,start

Top Word Pairs in Tweet in G4:
[367] data,science
[355] found,amazing
[355] amazing,data
[355] data,set
[355] set,kaggle
[355] kaggle,things
[355] things,need
[355] need,data
[354] prthgo,found
[354] science,starting

Top Word Pairs in Tweet in G5:
[36] kaggle,grandmaster
[35] 人工知能学会の第85回人工知能セミナー,2022
[35] 2022,11
[35] 11,機械学習コンテストの潮流と上位解法
[35] 機械学習コンテストの潮流と上位解法,で
[35] で,kaggle関連のお話をする機会を頂きました
[35] kaggle関連のお話をする機会を頂きました,私から全体像の話題を提供しつつ
[35] 私から全体像の話題を提供しつつ,kaggle
[34] upura0,人工知能学会の第85回人工知能セミナー
[34] grandmaster,のお二人に頻出の手法や過去コンテス

Top Word Pairs in Tweet in G6:
[86] random,forests
[86] forests,such
[86] such,great
[86] great,tool
[86] tool,know
[86] know,really
[86] really,work
[86] work,interactive
[86] interactive,notebook
[85] jeremyphoward,random

Top Word Pairs in Tweet in G7:
[249] free,certifications
[249] certifications,software
[249] software,engineering
[249] engineering,python
[249] python,ml
[249] ml,ds
[249] ds,ai
[246] denicmarko,free
[16] machine,learning
[11] quick,recap

Top Word Pairs in Tweet in G8:
[137] machine,learning
[126] learning,cloud
[126] cloud,#kaggle
[125] ruchi798,machine
[107] data,science
[43] break,data
[43] science,learning
[43] learning,resources
[43] resources,side
[42] ruchi798,break

Top Word Pairs in Tweet in G9:
[416] #ai,#machinelearning
[373] #machinelearning,#analytics
[347] #analytics,#kaggle
[269] #kaggle,#science
[228] milk,#milkit
[227] #milkit,milk_it_bsc
[220] milk_it_bsc,#ai
[218] achine,ntelligence
[212] ntelligence,aunch
[209] milk,achine

Top Word Pairs in Tweet in G10:
[88] data,science
[80] looking,practical
[80] practical,data
[80] science,books
[80] books,ace
[80] ace,interview
[80] interview,nicksinghtech
[80] nicksinghtech,ml
[80] ml,rasbt
[80] rasbt,kaggle

Top Replied-To
Top Replied-To in Entire Graph:
@kaggle_hokudai
@jfpuget
@gioczar
@kuruton456
@tunguz
@kryptohunting08
@ziggys76535252
@nya_nyanya_o
@andradaolteanuu
@1littlecoder

Top Replied-To in G1:
@jfpuget
@tunguz
@andradaolteanuu
@bhutanisanyam1
@sudalairajkumar
@atharvaingle7
@walterreade
@kaggle
@krypticmouse
@giffmana

Top Replied-To in G3:
@lailynelfuadi
@tunguz

Top Replied-To in G4:
@prthgo
@oseghalefaitho1
@iqra_anwar_
@amol_eth
@sabre_code
@tunguz
@paulabartabajo_
@olabds
@kokosandra
@vishal_katti

Top Replied-To in G5:
@kaggle_hokudai
@kuruton456
@nya_nyanya_o
@hiiragit123
@tachyon_kaggle
@ryusuke__h
@ibp888
@progpuyan
@shoku_pan_pan
@bebebebayes

Top Replied-To in G6:
@jeremyphoward
@tunguz
@serious_mehta
@ducha_aiki
@mmehdig
@marktenenholtz
@pycoa_fr
@ankitkupadhyay
@francoisfleuret

Top Replied-To in G8:
@ruchi798
@svpino
@kaggle
@bilzrd
@mohsin29ali
@kynsofficial
@kasungwa_

Top Replied-To in G9:
@gioczar
@kryptohunting08
@ziggys76535252
@crypto_sisters
@phiphi35994959
@dshadow419
@fahdkvng
@whaleeverything
@bscgemsalert
@radical_ca

Top Replied-To in G10:
@rasbt
@abhi1thakur
@andradaolteanuu
@steve_ugrc
@tj_wachira
@ahmed_besbes_
@__mharrison__
@datachaz

Top Mentioned
Top Mentioned in Entire Graph:
@kaggle
@0xbnomial
@milk_it_bsc
@prthgo
@ruchi798
@denicmarko
@jeremyphoward
@ziggys76535252
@zoehstree
@crypto_sisters

Top Mentioned in G1:
@kaggle
@gp_pulipaka
@kirkdborne
@sudalairajkumar
@rohanpaul_ai
@avikumart_
@abhi1thakur
@tunguz
@kornia_foss
@jeremyphoward

Top Mentioned in G2:
@routeflags
@hustlecodemoney
@themis277
@shigeru_0414
@alexjohnlondon
@tomo42293463
@realgabecoded
@strategy_gal

Top Mentioned in G3:
@0xbnomial
@cornelliusyw
@gusthema
@ruchi798
@sheerpriya
@babuenop
@lailynelfuadi
@simonmuoki6
@thetoddprice
@giftojeabulu_

Top Mentioned in G4:
@prthgo
@kaggle
@0xbnomial
@machinelearnflx
@adzsroka
@dorothyynwong
@datacamp
@paulabartabajo_
@ucloudifyai
@jeremyphoward

Top Mentioned in G5:
@currypurin
@upura0
@ryo_fujita_
@kagoole
@yamashita_136
@inoichan
@issei_y
@shion_honda
@kaggle
@katsuyauenoyama

Top Mentioned in G6:
@jeremyphoward
@giba1
@kaggle
@iscienceluvr
@prthgo
@serious_mehta
@ruchi798
@0xbnomial
@bhattinefarmaya
@radekosmulski

Top Mentioned in G7:
@denicmarko
@0xbnomial
@prthgo
@jeremyphoward
@giba1
@avikumart_
@flor__mb

Top Mentioned in G8:
@ruchi798
@kaggle
@prthgo
@0xbnomial
@denicmarko
@gp_pulipaka
@giba1
@jeremyphoward
@americanexpress
@sudalairajkumar

Top Mentioned in G9:
@milk_it_bsc
@ziggys76535252
@zoehstree
@crypto_sisters
@theshiblord1
@radical_ca
@gioczar
@dshadow419
@elonmusk
@kryptohunting08

Top Mentioned in G10:
@tng_konrad
@__mharrison__
@nicksinghtech
@rasbt
@0xbnomial
@prthgo
@kaggle
@ruchi798
@streamlit
@lucamassaron

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@piyuanker12
@collegemenfess
@javascriptd
@cybersecurityn8
@jfsebastian146
@func_hs

Top Tweeters in G1:
@xaelbot
@codedailybot
@javascriptd
@jfsebastian146
@botraj1
@100xcode
@codernotesbot
@fabriciosx
@dataaugmented
@hubofml

Top Tweeters in G2:
@uhiiman
@newsrelease_jp
@stanleyepstein
@2nd_mite
@ebook_checker
@7wdata
@kirara_tmo_r
@schunske
@winsontang
@littlehappy4u

Top Tweeters in G3:
@piyuanker12
@ml_tweet_bot
@priewwr
@datascience__
@muyiwawilliams_
@delhimuse
@foscraft
@dchaconoca
@eneko98
@ibboard

Top Tweeters in G4:
@machinelearnflx
@__ninasimone
@thebrotheruno
@soncabral
@calzole
@yogeshbang
@samadovaabditch
@ucloudifyai
@thevictorr_
@sitar_strings

Top Tweeters in G5:
@func_hs
@naka_aki_spl
@yutakama
@kuronekodaisuki
@0_u0
@koshian2
@niszet0
@ichijou_kazuki
@johngombei
@terry_u16

Top Tweeters in G6:
@411emilio
@sshin6591
@tsende_mgl
@maskot1977
@muktabh
@techinjektion
@henrycobb
@muhammad_tausif
@sureshrukman
@d_a_keldsen

Top Tweeters in G7:
@lulivala
@charlyaztec
@wairimuwraps
@pevoplaneacion
@jamar20mon
@voodookitten96
@__reignsupreme_
@mpeezozo
@ufarouqa
@ovirami

Top Tweeters in G8:
@crgun
@junjudapi
@ameikpe
@ibironketweets
@geoglyphentropy
@tbrzy
@waledips
@kasungwa_
@kynsofficial
@d_wayas

Top Tweeters in G9:
@sectest9
@chidambara09
@cybersecurityn8
@education_24x7
@calcaware
@ricardo_ik_ahau
@greentechdon
@davidbelle_
@pyscalellc
@scieducation1

Top Tweeters in G10:
@fullnam35087976
@unhermited
@ehevanhudson
@pramodsamy
@gmouron
@_autister
@bexelinitiative
@fahadgorain
@pricardoxavier
@lizardbill