kdnuggets, Twitter, 3/12/2023 3:45:15 AM, 290929


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kdnuggets_2023-03-11_19-35-55.xlsx
kdnuggets_2023-03-11_19-35-55.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 12, 2023
Short Description:
kdnuggets via NodeXL https://bit.ly/3JbBp6Z
@kdnuggets
@mouredev
@dejesusca
@inkstall
@project2080com
@c4ml_
@akinoriosamura
@ipfconline1
@kirkdborne
@theturingpost

Top hashtags:
#datascience
#ai
#bigdata
#machinelearning
#analytics
#python
#ml
#chatgpt
#kdnuggets

Description:
Description
The graph represents a network of 2,020 Twitter users whose recent tweets contained "kdnuggets", 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 03:41 UTC.

The tweets in the network were tweeted over the 3528-day, 10-hour, 16-minute period from Saturday, 13 July 2013 at 14:35 UTC to Sunday, 12 March 2023 at 00:51 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 : 2020
Unique Edges : 1727
Edges With Duplicates : 9480
Total Edges : 11207
Number of Edge Types : 9
Retweet : 2492
MentionsInRetweet : 3690
Tweet : 1908
Replies to : 190
MentionsInReplyTo : 1255
Mentions : 1539
Quote : 57
MentionsInQuote : 74
MentionsInQuoteReply : 2
Self-Loops : 2308
Reciprocated Vertex Pair Ratio : 0.0310208685843204
Reciprocated Edge Ratio : 0.0601750547045952
Connected Components : 228
Single-Vertex Connected Components : 200
Maximum Vertices in a Connected Component : 1709
Maximum Edges in a Connected Component : 10508
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.159674
Graph Density : 0.000896434368548296
Modularity : 0.255557
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,020 Twitter users whose recent tweets contained "kdnuggets", 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 03:41 UTC.

The tweets in the network were tweeted over the 3528-day, 10-hour, 16-minute period from Saturday, 13 July 2013 at 14:35 UTC to Sunday, 12 March 2023 at 00:51 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 : kdnuggets
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:
[382] https://twinybots.ch/
[210] https://www.kdnuggets.com/2023/03/chatgpt-data-science-cheat-sheet.html
[129] https://www.kdnuggets.com/publications/sheets/ChatGPT_Cheatsheet_Costa.pdf
[112] https://twitter.com/kdnuggets/status/1631312162273542145/photo/1
[101] https://www.kdnuggets.com/2023/01/chatgpt-cheat-sheet.html
[56] https://www.kdnuggets.com/2023/02/5-free-tools-detecting-chatgpt-gpt3-gpt2.html
[50] https://www.kdnuggets.com/2022/04/machine-learning-books-need-read-2022.html
[47] https://www.kdnuggets.com/2022/10/complete-free-pytorch-course-deep-learning.html
[44] https://www.kdnuggets.com/2022/10/15-free-machine-learning-deep-learning-books.html
[42] https://www.kdnuggets.com/2023/02/data-cleaning-python-cheat-sheet.html

Top URLs in Tweet in G1:
[108] https://www.kdnuggets.com/2023/03/chatgpt-data-science-cheat-sheet.html
[102] https://twitter.com/kdnuggets/status/1631312162273542145/photo/1
[33] https://www.kdnuggets.com/2022/04/machine-learning-books-need-read-2022.html
[23] https://www.kdnuggets.com/2023/01/chatgpt-python-programming-assistant.html
[22] https://twitter.com/kdnuggets/status/1624210985090154498/photo/1
[19] https://www.kdnuggets.com/2021/04/cogitotech-6-mistakes-avoid-training-machine-learning.html
[17] https://www.kdnuggets.com/2022/10/15-free-machine-learning-deep-learning-books.html
[15] https://www.kdnuggets.com/2023/01/python-matplotlib-cheat-sheets.html
[14] https://www.kdnuggets.com/2021/08/30-machine-learning-questions-answered.html
[13] https://www.kdnuggets.com/2023/01/chatgpt-cheat-sheet.html

Top URLs in Tweet in G2:
[54] https://www.kdnuggets.com/2023/01/chatgpt-cheat-sheet.html
[35] https://www.kdnuggets.com/2023/02/5-free-tools-detecting-chatgpt-gpt3-gpt2.html
[29] https://www.kdnuggets.com/2022/10/complete-free-pytorch-course-deep-learning.html
[28] https://twinybots.ch/
[18] https://www.kdnuggets.com/2023/02/learn-python-chatgpt.html
[18] https://www.kdnuggets.com/2022/03/different-solution-problem-range-nlp-applications-real-world.html
[17] https://www.kdnuggets.com/2016/05/machine-learning-key-terms-explained.html
[13] https://www.kdnuggets.com/2021/12/inside-deepmind-new-efforts-deep-learning-advance-mathematics.html
[11] https://www.kdnuggets.com/2023/02/data-cleaning-python-cheat-sheet.html
[10] https://www.kdnuggets.com/2022/12/scikit-learn-machine-learning-cheatsheet.html

Top URLs in Tweet in G3:
[19] https://www.kdnuggets.com/2023/03/chatgpt-data-science-cheat-sheet.html
[17] https://twinybots.ch/
[12] https://aizone.cloud/
[7] https://www.gf-accord.biz/
[6] https://www.kdnuggets.com/2023/02/qdrant-open-source-vector-search-engine-managed-cloud-platform.html?utm_source=rss&utm_medium=rss&utm_campaign=qdrant-open-source-vector-search-engine-with-managed-cloud-platform
[5] https://www.kdnuggets.com/2023/02/5-statistical-paradoxes-data-scientists-know.html
[5] https://www.kdnuggets.com/2023/02/importance-probability-data-science.html
[5] https://www.kdnuggets.com/2022/10/15-free-machine-learning-deep-learning-books.html
[5] https://cmun.it/tlbgavs
[4] https://news.ycombinator.com/item?id=34897028

Top URLs in Tweet in G4:
[328] https://twinybots.ch/
[39] https://www.kdnuggets.com/2023/02/pyspark-data-science.html?utm_source=rss&utm_medium=rss&utm_campaign=pyspark-for-data-science
[31] https://www.kdnuggets.com/2023/03/datacamp-world-class-data-science-learning.html?utm_source=rss&utm_medium=rss&utm_campaign=get-world-class-data-science-learning-with-datacamp-at-25-off
[30] https://www.kdnuggets.com/2023/02/bash-scripts-data-science.html#.Y_CNJ1aZ-Q8.twitter
[29] https://www.kdnuggets.com/2023/02/pyspark-data-science.html
[28] https://www.kdnuggets.com/2023/03/chatgpt-data-science-cheat-sheet.html?utm_source=rss&utm_medium=rss&utm_campaign=chatgpt-for-data-science-cheat-sheet
[28] https://www.kdnuggets.com/2023/03/chatgpt-data-science-cheat-sheet.html
[27] https://www.kdnuggets.com/2023/03/manning-fear-not-ai-coding-help-you.html
[26] https://www.kdnuggets.com/2023/03/top-free-data-science-online-courses-2023.html?utm_source=rss&utm_medium=rss&utm_campaign=top-free-data-science-online-courses-for-2023
[26] https://www.kdnuggets.com/2023/02/make-quantum-leaps-data-science-journey.html?utm_source=rss&utm_medium=rss&utm_campaign=make-quantum-leaps-in-your-data-science-journey

Top URLs in Tweet in G5:
[123] https://www.kdnuggets.com/publications/sheets/ChatGPT_Cheatsheet_Costa.pdf
[1] https://twitter.com/MoureDev/status/1624050625653665792/photo/1

Top URLs in Tweet in G6:
[6] https://www.kdnuggets.com/2022/12/free-intermediate-python-programming-crash-course.html
[5] https://www.kdnuggets.com/2020/06/fundamentals-pytorch.html
[5] https://www.kdnuggets.com/2022/10/complete-free-pytorch-course-deep-learning.html
[3] https://www.kdnuggets.com/2021/12/3-tools-track-visualize-execution-python-code.html
[3] https://www.kdnuggets.com/2023/01/chatgpt-python-programming-assistant.html
[3] https://www.amazon.in/dp/B0BS73QCHZ
[1] https://www.kdnuggets.com/2023/02/7-aipowered-tools-enhance-productivity-data-scientists.html
[1] https://www.amazon.in/dp/B0BVJKH8PY
[1] https://twitter.com/i/web/status/1633931039352532997
[1] https://twitter.com/i/web/status/1633959413898723328

Top URLs in Tweet in G7:
[7] https://www.kdnuggets.com/2023/02/make-quantum-leaps-data-science-journey.html
[7] https://www.kdnuggets.com/2023/03/google-ai-bard.html#.ZAZCzMgwas8.twitter
[5] https://www.kdnuggets.com/2022/07/machine-learning-algorithms-explained-less-1-minute.html
[4] https://www.kdnuggets.com/2023/02/docker-data-science-cheat-sheet.html
[4] https://www.kdnuggets.com/2023/02/5-statistical-paradoxes-data-scientists-know.html
[4] https://www.kdnuggets.com/2023/03/time-series-forecasting-statsmodels-prophet.html
[4] https://www.kdnuggets.com/2022/03/different-solution-problem-range-nlp-applications-real-world.html
[3] https://www.kdnuggets.com/2023/03/manning-fear-not-ai-coding-help-you.html
[3] https://www.kdnuggets.com/2023/02/importance-preprocessing-machine-learning.html
[2] https://www.kdnuggets.com/2022/08/complete-data-science-study-roadmap.html

Top URLs in Tweet in G9:
[10] https://www.kdnuggets.com/2022/11/git-data-science-cheatsheet.html
[10] https://twitter.com/TheSequenceAI/status/1627649241932759042/photo/1
[5] https://www.kdnuggets.com/2022/11/python-control-flow-cheatsheet.html
[5] https://twitter.com/TheTuringPost/status/1630176908427001861/photo/1
[3] https://www.kdnuggets.com/2022/11/linux-data-science-cheatsheet.html
[3] https://twitter.com/TheSequenceAI/status/1625134191888240640/photo/1
[2] https://www.kdnuggets.com/2023/03/chatgpt-data-science-cheat-sheet.html
[2] https://twitter.com/kdnuggets/status/1631312162273542145/photo/1
[1] https://www.kdnuggets.com/2022/08/free-ai-beginners-course.html
[1] https://twitter.com/TheSequenceAI/status/1624093343180369931/photo/1

Top URLs in Tweet in G10:
[21] https://www.kdnuggets.com/2023/01/chatgpt-cheat-sheet.html
[5] https://www.kdnuggets.com/2023/01/chatgpt-python-programming-assistant.html
[4] https://twitter.com/ThejuPaul/status/1341050803902164993/photo/1
[4] https://twitter.com/DataScienceDojo/status/1599194280660189184/photo/1
[4] https://www.kdnuggets.com/2018/04/key-algorithms-statistical-models-aspiring-data-scientists.html
[4] https://www.kdnuggets.com/2021/11/difference-distributed-learning-federated-learning-algorithms.html
[3] https://www.kdnuggets.com/2017/10/top-10-machine-learning-algorithms-beginners.html
[3] https://www.kdnuggets.com/2023/02/chatgpt-gpt4-generative-ai-news.html
[3] https://www.kdnuggets.com/2020/04/dbscan-clustering-algorithm-machine-learning.html
[2] https://kdnuggets.com/2023/01/chatgpt-cheat-sheet.html?utm_content=237907830&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240

Top Domains
Top Domains in Tweet in Entire Graph:
[3572] kdnuggets.com
[1359] twitter.com
[382] twinybots.ch
[82] paper.li
[50] google.com
[36] medium.com
[31] gigforgo.com
[21] neurons.ai
[12] aizone.cloud
[12] t.me

Top Domains in Tweet in G1:
[714] kdnuggets.com
[523] twitter.com
[15] medium.com
[12] paper.li
[9] twinybots.ch
[5] substack.com
[4] nvidia.com
[4] t.me
[4] faveeo.com
[3] openai.com

Top Domains in Tweet in G2:
[363] kdnuggets.com
[80] twitter.com
[28] twinybots.ch
[10] medium.com
[6] paper.li
[2] bitly.com
[1] buff.ly
[1] ipfconline.fr
[1] t.me

Top Domains in Tweet in G3:
[341] kdnuggets.com
[64] twitter.com
[37] google.com
[31] gigforgo.com
[21] neurons.ai
[17] twinybots.ch
[12] aizone.cloud
[7] medium.com
[7] linkedin.com
[7] gf-accord.biz

Top Domains in Tweet in G4:
[1414] kdnuggets.com
[328] twinybots.ch
[327] twitter.com
[47] paper.li
[4] bit.ly
[4] grjenkin.com
[3] geni.us
[3] medium.com
[2] microsoft.com
[2] springboard.com

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

Top Domains in Tweet in G6:
[25] kdnuggets.com
[9] twitter.com
[8] amazon.in

Top Domains in Tweet in G7:
[63] kdnuggets.com
[33] twitter.com
[8] forbes.com
[3] healthitanalytics.com
[2] healthtechmagazine.net
[1] venturebeat.com
[1] etftrends.com
[1] ft.com
[1] information-age.com
[1] inc42.com

Top Domains in Tweet in G9:
[24] kdnuggets.com
[23] twitter.com
[1] github.com

Top Domains in Tweet in G10:
[77] kdnuggets.com
[21] twitter.com
[2] geni.us
[1] datasciencedojo.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1355] datascience
[1145] ai
[926] bigdata
[890] machinelearning
[518] analytics
[486] python
[337] ml
[324] chatgpt
[268] kdnuggets
[267] iot



Top Hashtags in Tweet in G1:
[348] machinelearning
[341] datascience
[242] ai
[202] bigdata
[199] python
[195] analytics
[190] kdnuggets
[185] iot
[183] iiot
[88] rstats

Top Hashtags in Tweet in G2:
[311] ai
[185] machinelearning
[142] datascience
[140] chatgpt
[93] deeplearning
[93] python
[75] 100daysofcode
[70] nlp
[65] bigdata
[55] analytics

Top Hashtags in Tweet in G3:
[42] datascience
[26] ai
[25] machinelearning
[21] intoainews
[17] chatgpt
[16] learning
[12] bigdata
[11] deeplearning
[11] ml
[10] data

Top Hashtags in Tweet in G4:
[688] datascience
[559] bigdata
[427] ai
[257] ml
[230] machinelearning
[217] analytics
[155] serverless
[151] codenewbie
[144] code
[137] python

Top Hashtags in Tweet in G6:
[11] pytorch
[9] pythonprogramming
[7] ai
[3] pythoncode
[3] reinforcementlearning
[3] deepneuralnetworks
[3] machinelearning
[2] python
[2] rl
[2] datascience

Top Hashtags in Tweet in G7:
[41] ai
[34] fintech
[34] bigdata
[28] data
[26] ml
[23] machinelearning
[18] datascientist
[18] artificialintelligence
[17] datascience
[17] veuu

Top Hashtags in Tweet in G8:
[1] bigdata
[1] analytics
[1] datascience
[1] ai
[1] machinelearning
[1] iot
[1] iiot

Top Hashtags in Tweet in G9:
[5] machinelearning
[4] datascience
[3] bigdata
[3] analytics
[3] ai
[3] iot
[3] iiot
[3] python
[2] 100daysofcode
[1] rstats

Top Hashtags in Tweet in G10:
[45] ai
[42] datascience
[33] 100daysofcode
[30] chatgpt
[28] python
[25] machinelearning
[25] bigdata
[20] analytics
[16] 5g
[15] devcommunity

Top Words
Top Words in Tweet in Entire Graph:
[2421] kdnuggets
[2128] data
[1363] #datascience
[1319] science
[1145] #ai
[931] #bigdata
[890] #machinelearning
[749] chatgpt
[662] learning
[610] cheat

Top Words in Tweet in G1:
[1028] kdnuggets
[526] data
[349] #datascience
[348] #machinelearning
[295] science
[242] #ai
[208] chatgpt
[207] #bigdata
[204] gp_pulipaka
[196] #python

Top Words in Tweet in G2:
[361] kdnuggets
[311] #ai
[185] #machinelearning
[163] ipfconline1
[142] #datascience
[140] #chatgpt
[107] data
[93] #deeplearning
[93] free
[93] #python

Top Words in Tweet in G3:
[241] data
[214] kdnuggets
[134] science
[117] chatgpt
[80] learning
[77] top
[69] cheat
[66] sheet
[60] free
[43] learn

Top Words in Tweet in G4:
[887] data
[688] #datascience
[600] science
[559] #bigdata
[448] kdnuggets
[427] #ai
[257] #ml
[230] #machinelearning
[229] cheat
[220] sheet

Top Words in Tweet in G5:
[123] máximo
[123] chatgpt
[123] toma
[123] trucos
[123] pdf
[123] rendimiento
[123] sacarle
[123] hoja
[122] mouredev
[2] free

Top Words in Tweet in G6:
[14] python
[13] pytorch
[13] course
[13] kdnuggets
[11] free
[11] #pytorch
[10] programming
[9] #pythonprogramming
[7] andrewyng
[7] #ai

Top Words in Tweet in G7:
[117] kdnuggets
[54] hakomtimeseries
[48] sallyeaves
[44] kevin_jackson
[41] #ai
[34] #fintech
[34] #bigdata
[31] brettking
[31] akwyz
[31] ai

Top Words in Tweet in G8:
[92] machine
[92] learning
[50] science
[50] data
[47] analytics
[46] websites
[46] mastery
[46] come
[46] kaggle
[46] handy

Top Words in Tweet in G9:
[40] thesequenceai
[35] artificial
[34] kdnuggets
[32] free
[31] intelligence
[31] course
[25] lessons
[25] 24
[25] weeks
[25] microsoft

Top Words in Tweet in G10:
[45] #ai
[42] #datascience
[33] #100daysofcode
[30] #chatgpt
[28] #python
[25] #machinelearning
[25] #bigdata
[22] learning
[22] kdnuggets
[21] hernangraffe

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1307] data,science
[552] cheat,sheet
[357] machine,learning
[332] #datascience,#ai
[315] science,cheat
[310] #ai,#machinelearning
[262] #bigdata,#analytics
[262] top,free
[247] chatgpt,data
[239] #analytics,#datascience

Top Word Pairs in Tweet in G1:
[288] data,science
[183] #bigdata,#analytics
[183] #iot,#iiot
[172] kdnuggets,#bigdata
[161] #analytics,#datascience
[145] #ai,#machinelearning
[142] cheat,sheet
[139] #datascience,#ai
[131] kdnuggets,chatgpt
[129] #machinelearning,#iot

Top Word Pairs in Tweet in G2:
[119] kdnuggets,#ai
[83] cheat,sheet
[69] data,science
[59] #ai,#machinelearning
[57] mattmayo13,kdnuggets
[56] #chatgpt,cheat
[53] #datascience,#ai
[41] sheet,kdnuggets
[40] download,30
[40] #nlg,#nlproc

Top Word Pairs in Tweet in G3:
[134] data,science
[66] cheat,sheet
[42] machine,learning
[38] science,cheat
[38] top,free
[34] chatgpt,data
[24] free,resources
[24] sheet,kdnuggets
[24] data,scientists
[24] resources,learn

Top Word Pairs in Tweet in G4:
[598] data,science
[219] cheat,sheet
[162] #ml,#ai
[151] #serverless,#codenewbie
[147] #codenewbie,#ml
[139] science,cheat
[134] #ai,#code
[122] #datascience,#ai
[120] #code,#datascience
[98] kdnuggets,#datascience

Top Word Pairs in Tweet in G5:
[123] hoja,trucos
[123] toma,hoja
[123] pdf,chatgpt
[123] máximo,rendimiento
[123] trucos,pdf
[123] sacarle,máximo
[123] chatgpt,sacarle
[122] mouredev,toma

Top Word Pairs in Tweet in G6:
[9] python,programming
[6] intermediate,python
[6] programming,crash
[6] free,intermediate
[6] course,#pythonprogramming
[6] crash,course
[5] free,pytorch
[5] important,fundamentals
[5] know,#pytorch
[5] pytorch,course

Top Word Pairs in Tweet in G7:
[37] kevin_jackson,sallyeaves
[31] brettking,technative
[31] akwyz,brettking
[31] kdnuggets,akwyz
[31] schmarzo,kdnuggets
[31] technative,miad
[31] sallyeaves,schmarzo
[19] kdnuggets,#data
[17] #fintech,#veuu
[15] #payments,#fintech

Top Word Pairs in Tweet in G8:
[92] machine,learning
[50] data,science
[46] mastery,analytics
[46] handy,machine
[46] kaggle,machine
[46] websites,come
[46] learning,mastery
[46] science,kaggle
[46] learning,data
[46] come,handy

Top Word Pairs in Tweet in G9:
[31] artificial,intelligence
[30] free,artificial
[28] thesequenceai,free
[25] 24,lessons
[25] 12,weeks
[25] lessons,introduces
[25] introduces,learners
[25] microsoft,12
[25] beginners,course
[25] intelligence,beginners

Top Word Pairs in Tweet in G10:
[19] machine,learning
[17] cheat,sheet
[16] #chatgpt,cheat
[13] data,science
[13] artificial,intelligence
[11] #100daysofcode,#5g
[11] 10,free
[10] ones,such
[10] many,ones
[10] support,media

Top Replied-To
Top Replied-To in Entire Graph:
@kdnuggets
@craigmullins
@hakomtimeseries
@ipfconline1
@pierrepinna
@gp_pulipaka
@kirkdborne
@momoiggy9
@terence_mills
@datachick

Top Replied-To in G1:
@kdnuggets
@gp_pulipaka
@alln1devsrc
@itodpa
@platitudesko
@hitgandh
@ai4allorg
@sidtheant
@neregauzak
@jmblanch

Top Replied-To in G2:
@ipfconline1
@pierrepinna
@realdantait
@kirkdborne
@kdnuggets
@takomo_ai
@danvesset
@dataasart
@sakhaleta
@thehighway2ai

Top Replied-To in G4:
@kdnuggets
@sharleneisenia
@sheraj99

Top Replied-To in G6:
@pytorch
@kdnuggets
@petitegeek
@geoffreyhinton
@lexfridman

Top Replied-To in G7:
@hakomtimeseries
@terence_mills
@danfiehn

Top Replied-To in G9:

Top Replied-To in G10:
@strat_ai
@kharismaprams

Top Mentioned
Top Mentioned in Entire Graph:
@kdnuggets
@gp_pulipaka
@ipfconline1
@richardeudes
@mouredev
@kirkdborne
@clubsignage
@sallyeaves
@mandomando
@hakomtimeseries

Top Mentioned in G1:
@kdnuggets
@gp_pulipaka
@eli_krumova
@github
@sourabhskatoch
@clubsignage
@kirkdborne
@pdeepa
@ronald_vanloon

Top Mentioned in G2:
@kdnuggets
@ipfconline1
@kirkdborne
@mattmayo13
@1abidaliawan
@fisher85m
@psb_dc
@pierrepinna
@jblefevre60
@nicochan33

Top Mentioned in G3:
@a4etechnologies
@bigdatanova
@sena09257305

Top Mentioned in G4:
@kdnuggets
@richardeudes
@clubsignage
@mandomando
@catherineadenle
@deeplnews
@gp_pulipaka
@hakomtimeseries
@pmprouk
@dataclaudius

Top Mentioned in G5:
@mouredev
@kdnuggets

Top Mentioned in G6:
@kdnuggets
@andrewyng
@ylecun
@datacamp
@openai
@demishassabis
@pythonbot_
@datasciencectrl
@deepmindai
@kirkdborne

Top Mentioned in G7:
@kdnuggets
@sallyeaves
@kevin_jackson
@hakomtimeseries
@schmarzo
@akwyz
@brettking
@technative
@miad
@terence_mills

Top Mentioned in G8:
@c4ml_
@gp_pulipaka
@kdnuggets

Top Mentioned in G9:
@kdnuggets
@microsoft
@mattmayo13
@theturingpost
@gp_pulipaka
@girlie_mac
@simplilearn
@anausedas
@leetcode

Top Mentioned in G10:
@hernangraffe
@kdnuggets
@datasciencedojo
@thejupaul
@thehighway2ai
@ai_advice
@strat_ai
@clubsignage
@gp_pulipaka
@humancenterai

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@javascriptd
@evankirstel
@rahul05ranjan
@savetonotion
@23alzat
@frcretweets
@ssxman2
@amazingchevvolt
@calcaware

Top Tweeters in G1:
@savetonotion
@jborrego
@readwise
@allanmzalendo
@jingbay
@ucloudifyai
@mylittlelucia
@schunske
@gdorn1
@diphda

Top Tweeters in G2:
@evankirstel
@ssxman2
@amazingchevvolt
@gezgintrk
@jacobussystems
@nicochan33
@valaafshar
@marshacollier
@akwyz
@shi4tech

Top Tweeters in G3:
@hntweets
@eagerbeavertech
@alan_nishihara
@ethansilver73
@wayne_effect
@7wdata
@hn_frontpage
@gfaccord
@winsontang
@fooknews

Top Tweeters in G4:
@javascriptd
@rahul05ranjan
@calcaware
@ricardo_ik_ahau
@laveilletechno
@techjunkiejh
@dariosailor86
@stanleyepstein
@gdprai
@greentechdon

Top Tweeters in G5:
@zerojuls
@nemus_forest
@macagua
@mouredev
@un_otaku_geek
@tristanherth
@ingiriendoguaro
@cardiogax
@maprats
@leonardordonez1

Top Tweeters in G6:
@zdnet
@theeconomist
@cnet
@amazonin
@techcrunch
@pythonbot_
@techrepublic
@venturebeat
@wil_bielert
@wired

Top Tweeters in G7:
@chidambara09
@fullnam35087976
@caring_mobile
@kevin_jackson
@dasfintechbot
@junjudapi
@jeancayeux
@ing_martin_v
@technative
@fernandakellner

Top Tweeters in G8:
@kasungwa_
@i_maghvendra
@gozsamf
@yungbwoyt
@senhor_caveira
@leslysandra
@delianawahyu
@sarthak37657166
@_pizle
@ibrahimkaraman1

Top Tweeters in G9:
@_go47
@richardkimphd
@suakow
@girlie_mac
@microsoft
@lachamba
@simplilearn
@kamuruu_g
@akmalchaudhri
@onyinye_udeobi

Top Tweeters in G10:
@frcretweets
@hernangraffe
@flutterbyamey
@magnifintech
@codailychalleng
@dr_sam33ra
@datasciencedojo
@jpir11
@redtipp1
@thehighway2ai