kdnuggets, Twitter, 9/18/2022 3:32:39 AM, 282006


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kdnuggets_2022-09-17_19-35-55.xlsx
kdnuggets_2022-09-17_19-35-55.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 18, 2022
Short Description:
kdnuggets via NodeXL https://bit.ly/3RQXr2b
@kdnuggets
@datasciencedojo
@ipfconline1
@kirkdborne
@spirosmargaris
@cichuck
@khulood_almani
@swisscognitive
@corpus_news
@godfrey_g_

Top hashtags:
#datascience
#ai
#machinelearning
#python
#bigdata
#ml
#data
#kdnuggets

Description:
Description
The graph represents a network of 1,487 Twitter users whose tweets in the requested range contained "kdnuggets", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 18 September 2022 at 02:41 UTC.

The requested start date was Sunday, 18 September 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, 6-hour, 32-minute period from Sunday, 04 September 2022 at 00:27 UTC to Saturday, 17 September 2022 at 07:00 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 : 1487
Unique Edges : 1817
Edges With Duplicates : 9118
Total Edges : 10935
Number of Edge Types : 5
Retweet : 2901
MentionsInRetweet : 5349
Mentions : 1350
Tweet : 1241
Replies to : 94
Self-Loops : 1332
Reciprocated Vertex Pair Ratio : 0.0292286874154263
Reciprocated Edge Ratio : 0.0567972653168551
Connected Components : 126
Single-Vertex Connected Components : 109
Maximum Vertices in a Connected Component : 1333
Maximum Edges in a Connected Component : 10636
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.819308
Graph Density : 0.00172106212568143
Modularity : 0.234116
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,487 Twitter users whose tweets in the requested range contained "kdnuggets", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 18 September 2022 at 02:41 UTC.

The requested start date was Sunday, 18 September 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, 6-hour, 32-minute period from Sunday, 04 September 2022 at 00:27 UTC to Saturday, 17 September 2022 at 07:00 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 : 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:
[298] https://www.kdnuggets.com/2022/09/free-python-data-science-course.html
[170] https://www.kdnuggets.com/2022/05/complete-collection-data-science-books-part-1.html?utm_content=220911189&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[123] https://twinybots.ch/
[77] https://www.kdnuggets.com/2021/08/30-machine-learning-questions-answered.html
[74] https://www.kdnuggets.com/2022/07/machine-learning-algorithms-explained-less-1-minute.html
[68] https://www.kdnuggets.com/2022/09/machine-learning-algorithms.html
[49] https://www.kdnuggets.com/2021/07/learning-data-science-through-social-media.html
[45] https://www.kdnuggets.com/2021/05/best-python-books-beginner-advanced.html
[42] https://www.kdnuggets.com/2022/08/free-book-build-reproducible-maintainable-data-science-project.html
[41] https://www.kdnuggets.com/2022/08/free-ai-beginners-course.html

Top URLs in Tweet in G1:
[195] https://www.kdnuggets.com/2022/09/free-python-data-science-course.html
[13] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fthe-function-of-color-in-data-viz-a-simple-but-complete-guide-c324ca4c71d0
[11] https://www.kdnuggets.com/2022/05/complete-collection-data-science-books-part-1.html?utm_content=220911189&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[10] https://www.kdnuggets.com/2022/07/machine-learning-algorithms-explained-less-1-minute.html
[9] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2F7-simple-ways-to-enhance-your-matplotlib-charts-a232823efed9
[9] https://www.kdnuggets.com/2021/10/data-preparation-r-dplyr-cheat-sheet.html
[8] https://www.kdnuggets.com/2022/06/top-15-books-master-data-strategy.html
[8] https://www.kdnuggets.com/2019/07/xgboost-random-forest-bayesian-optimisation.html
[8] https://www.kdnuggets.com/2020/12/sql-vs-nosql-7-key-takeaways.html#.YxhjnyR50RE.twitter
[7] https://medium.com/@akhil.mittal20/configuration-files-in-python-cab8f0dffa9d

Top URLs in Tweet in G2:
[36] https://www.kdnuggets.com/2022/07/machine-learning-algorithms-explained-less-1-minute.html
[26] https://www.kdnuggets.com/2022/09/free-python-data-science-course.html
[25] https://www.kdnuggets.com/2021/07/learning-data-science-through-social-media.html
[25] https://www.kdnuggets.com/2021/05/best-python-books-beginner-advanced.html
[25] https://www.kdnuggets.com/2022/09/machine-learning-algorithms.html
[24] https://www.kdnuggets.com/2022/08/free-book-build-reproducible-maintainable-data-science-project.html
[23] https://twinybots.ch/
[21] https://www.kdnuggets.com/2022/08/free-ai-beginners-course.html
[15] https://www.kdnuggets.com/2021/08/30-machine-learning-questions-answered.html
[14] https://www.kdnuggets.com/2022/05/complete-collection-data-science-books-part-1.html?utm_content=220911189&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240

Top URLs in Tweet in G3:
[55] https://twinybots.ch/
[52] https://www.kdnuggets.com/2022/09/free-python-data-science-course.html
[51] https://www.kdnuggets.com/2021/08/30-machine-learning-questions-answered.html
[30] https://www.kdnuggets.com/2022/09/machine-learning-algorithms.html
[29] https://www.kdnuggets.com/2022/02/artificial-intelligence-metaverse.html#.YxRu8XKcZpo.twitter
[23] https://www.kdnuggets.com/2022/09/everything-need-know-data-lakehouses.html
[22] https://www.kdnuggets.com/2022/07/machine-learning-algorithms-explained-less-1-minute.html
[22] https://www.kdnuggets.com/2022/04/machine-learning-books-need-read-2022.html
[22] https://www.kdnuggets.com/2020/11/top-python-libraries-data-science-data-visualization-machine-learning.html
[22] https://www.kdnuggets.com/2022/05/complete-collection-data-science-books-part-1.html?utm_content=220911189&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240

Top URLs in Tweet in G4:
[15] https://twinybots.ch/
[6] https://www.kdnuggets.com/2022/08/free-ai-beginners-course.html
[5] https://www.kdnuggets.com/2022/09/machine-learning-algorithms.html
[5] https://www.kdnuggets.com/2022/09/comet-tackle-3-common-machine-learning-challenges.html
[5] https://info-travel.web.id/2022/09/kdnuggets-applied-data-science-survey.html
[5] https://www.kdnuggets.com/2021/07/learning-data-science-through-social-media.html
[4] https://www.kdnuggets.com/2022/08/5-surprising-things-r.html
[4] https://www.kdnuggets.com/2022/09/everything-youve-ever-wanted-to-know-about-machine-learning.html
[4] https://www.kdnuggets.com/2022/09/everything-youve-ever-wanted-to-know-about-machine-learning.html?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.kdnuggets.com/2022/05/complete-collection-data-science-books-part-1.html?utm_content=220911189&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240

Top URLs in Tweet in G5:
[22] http://inside-opensource.org/
[18] https://www.kdnuggets.com/2022/09/free-python-data-science-course.html
[6] https://www.kdnuggets.com/2020/05/model-evaluation-metrics-machine-learning.html
[3] https://www.i-programmer.info/news/193-android/15718-java-or-python-for-android-why-not-both.html
[3] https://www.kdnuggets.com/2022/08/machine-learning-metadata-store.html
[3] https://www.kdnuggets.com/2022/02/7-steps-mastering-machine-learning-python.html
[3] https://www.kdnuggets.com/2021/08/30-machine-learning-questions-answered.html
[3] https://www.kdnuggets.com/2022/06/7-steps-mastering-python-data-science.html
[3] https://www.kdnuggets.com/2020/11/top-python-libraries-data-science-data-visualization-machine-learning.html
[3] https://www.kdnuggets.com/2022/02/machine-learning-automatically-label-data.html

Top URLs in Tweet in G6:
[88] https://www.kdnuggets.com/2022/05/complete-collection-data-science-books-part-1.html?utm_content=220911189&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[3] https://www.kdnuggets.com/2022/09/24-ab-testing-interview-questions-data-science-interviews-crack.html
[3] https://www.kdnuggets.com/2019/10/right-clustering-algorithm.html?utm_content=220583768&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[1] https://www.kdnuggets.com/2022/06/understanding-functions-data-science.html?utm_content=211175511&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[1] https://www.kdnuggets.com/2020/05/model-evaluation-metrics-machine-learning.html
[1] https://www.kdnuggets.com/2018/06/right-metric-evaluating-machine-learning-models-2.html
[1] https://www.kdnuggets.com/2019/04/best-data-visualization-techniques.html
[1] https://www.kdnuggets.com/2019/11/build-artificial-neural-network-scratch-part-1.html
[1] https://www.kdnuggets.com/2022/02/7-steps-mastering-machine-learning-python.html
[1] https://www.kdnuggets.com/2018/02/8-neural-network-architectures-machine-learning-researchers-need-learn.html

Top URLs in Tweet in G7:
[29] https://twinybots.ch/
[8] https://www.kdnuggets.com/2022/09/visualizing-confusion-matrix-scikitlearn.html?utm_source=rss&utm_medium=rss&utm_campaign=visualizing-your-confusion-matrix-in-scikit-learn
[8] https://www.kdnuggets.com/2022/02/artificial-intelligence-metaverse.html#.YxRu8XKcZpo.twitter
[7] https://www.kdnuggets.com/2022/09/machine-learning-algorithms.html
[6] https://www.kdnuggets.com/2022/08/free-python-project-coding-course.html
[6] https://www.kdnuggets.com/2022/n33.html
[6] https://www.kdnuggets.com/2022/08/best-instagram-accounts-follow-data-science-machine-learning-ai.html
[6] https://www.kdnuggets.com/2022/09/24-ab-testing-interview-questions-data-science-interviews-crack.html?utm_source=rss&utm_medium=rss&utm_campaign=24-a-b-testing-interview-questions-in-data-science-interviews-and-how-to-crack-them
[6] https://www.kdnuggets.com/7-things-you-didnt-know-you-could-do-with-a-low-code-tool.html/
[6] https://www.kdnuggets.com/2022/05/complete-collection-data-science-books-part-1.html?utm_content=220911189&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240

Top URLs in Tweet in G8:
[23] https://www.kdnuggets.com/2022/05/complete-collection-data-science-books-part-1.html?utm_content=220911189&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[3] https://www.kdnuggets.com/2022/09/free-python-data-science-course.html
[2] https://www.kdnuggets.com/2022/07/machine-learning-algorithms-explained-less-1-minute.html
[2] https://www.kdnuggets.com/2021/09/a-breakdown-deep-learning-frameworks.html
[2] https://www.kdnuggets.com/2022/09/everything-need-know-data-lakehouses.html
[1] https://www.kdnuggets.com/2020/05/5-concepts-gradient-descent-cost-function.html?utm_source=rss&utm_medium=rss&utm_campaign=5-concepts-you-should-know-about-gradient-descent-and-cost-function
[1] https://www.kdnuggets.com/2022/09/whats-new-kdnuggets.html?utm_source=rss&utm_medium=rss&utm_campaign=whats-new-on-kdnuggets
[1] https://www.kdnuggets.com/2021/08/30-machine-learning-questions-answered.html
[1] https://www.kdnuggets.com/2022/09/free-python-data-science-course.html?utm_source=rss&utm_medium=rss&utm_campaign=free-python-for-data-science-course
[1] https://www.kdnuggets.com/2022/09/7-tips-python-beginners.html?utm_source=rss&utm_medium=rss&utm_campaign=7-tips-for-python-beginners

Top Domains
Top Domains in Tweet in Entire Graph:
[3069] kdnuggets.com
[136] twitter.com
[123] twinybots.ch
[67] medium.com
[25] inside-opensource.org
[15] paper.li
[11] bitly.com
[9] tweetedtimes.com
[9] faveeo.com
[8] linkedin.com

Top Domains in Tweet in G1:
[744] kdnuggets.com
[39] medium.com
[24] twitter.com
[8] wixsite.com
[8] faveeo.com
[6] paper.li
[5] rubikscode.net
[5] github.com
[5] dremio.com
[5] rapidminer.com

Top Domains in Tweet in G2:
[548] kdnuggets.com
[23] twinybots.ch
[18] twitter.com
[7] medium.com
[6] ai-adam.com
[6] neurons.ai
[4] forbes.com
[4] bitly.com
[2] inside-opensource.org
[2] icscareergps.com

Top Domains in Tweet in G3:
[886] kdnuggets.com
[55] twinybots.ch
[37] twitter.com
[17] medium.com
[3] nemolandkingdom.com
[2] tweetedtimes.com
[1] github.com
[1] inside-opensource.org
[1] shavik.ai

Top Domains in Tweet in G4:
[194] kdnuggets.com
[15] twinybots.ch
[12] twitter.com
[5] web.id
[4] linkedin.com
[3] bitly.com
[2] tweetedtimes.com
[2] com.br
[2] google.com
[2] cmtech.live

Top Domains in Tweet in G5:
[184] kdnuggets.com
[22] inside-opensource.org
[6] twitter.com
[3] i-programmer.info
[3] medium.com
[2] sebastianraschka.com
[2] amazon.com
[2] bit.ly
[2] google.com
[2] paper.li

Top Domains in Tweet in G6:
[106] kdnuggets.com

Top Domains in Tweet in G7:
[297] kdnuggets.com
[35] twitter.com
[29] twinybots.ch
[5] paper.li
[5] tweetedtimes.com
[4] bitly.com
[3] gf-accord.biz
[2] cmun.it
[1] bit.ly
[1] faveeo.com

Top Domains in Tweet in G8:
[69] kdnuggets.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1391] datascience
[1002] ai
[929] machinelearning
[717] python
[649] bigdata
[590] ml
[584] data
[539] kdnuggets
[501] analytics
[347] datascientist



Top Hashtags in Tweet in G1:
[458] kdnuggets
[291] datascience
[147] machinelearning
[67] python
[53] ai
[35] datascientist
[26] deeplearning
[25] analytics
[21] sql
[21] bigdata

Top Hashtags in Tweet in G2:
[353] ai
[318] datascience
[176] machinelearning
[147] python
[141] ml
[110] bigdata
[109] analytics
[88] serverless
[80] fintech
[79] codenewbie

Top Hashtags in Tweet in G3:
[435] datascience
[409] data
[408] machinelearning
[352] bigdata
[343] python
[308] ai
[293] analytics
[255] datascientist
[211] business
[210] skills

Top Hashtags in Tweet in G4:
[12] learning
[10] machinelearning
[9] datascience
[8] bigdata
[6] ai
[6] data
[5] socialmedia
[4] cybersecurity
[4] security
[3] artificialintelligence

Top Hashtags in Tweet in G5:
[84] datascience
[68] machinelearning
[62] ai
[59] bigdata
[53] python
[43] neuralnetworks
[43] deeplearning
[25] opensource
[18] ml
[18] kdnuggets

Top Hashtags in Tweet in G6:
[91] datascience
[83] ai
[82] books
[10] kdnuggets
[5] machinelearning
[4] python
[3] datascientist
[3] data
[3] bigdata
[3] skills

Top Hashtags in Tweet in G7:
[164] ml
[116] datascience
[111] machinelearning
[97] python
[96] pyton
[93] pythonic
[82] ai
[69] bigdata
[52] data
[36] techstuff

Top Hashtags in Tweet in G8:
[53] ai
[51] ml
[46] datascience
[34] serverless
[31] codenewbie
[26] code
[25] bigdata
[24] analytics
[22] sql
[22] cybersecurity

Top Hashtags in Tweet in G9:
[2] ff
[2] analytics

Top Words
Top Words in Tweet in Entire Graph:
[2588] kdnuggets
[1432] data
[1390] #datascience
[1002] #ai
[939] science
[924] #machinelearning
[758] learning
[717] #python
[670] python
[648] #bigdata

Top Words in Tweet in G1:
[828] kdnuggets
[458] #kdnuggets
[424] data
[291] #datascience
[280] python
[258] science
[251] free
[248] course
[210] marcusborba
[203] freecodecamp

Top Words in Tweet in G2:
[429] kdnuggets
[353] #ai
[318] #datascience
[191] data
[182] learning
[174] #machinelearning
[157] ipfconline1
[147] #python
[141] #ml
[138] machine

Top Words in Tweet in G3:
[857] kdnuggets
[435] #datascience
[409] #data
[406] #machinelearning
[352] #bigdata
[343] data
[343] #python
[308] #ai
[293] #analytics
[280] learning

Top Words in Tweet in G4:
[78] data
[66] kdnuggets
[52] science
[49] learning
[42] machine
[24] know
[24] free
[22] python
[21] course
[18] everything

Top Words in Tweet in G5:
[112] kdnuggets
[108] data
[84] #datascience
[80] python
[67] #machinelearning
[62] #ai
[59] #bigdata
[59] science
[55] learn
[53] #python

Top Words in Tweet in G6:
[96] data
[95] science
[91] datasciencedojo
[91] #datascience
[88] go
[88] complete
[88] collection
[88] books
[83] #ai
[82] #books

Top Words in Tweet in G7:
[230] kdnuggets
[163] #ml
[143] data
[115] #datascience
[111] #machinelearning
[100] science
[97] learning
[97] #python
[96] #pyton
[93] #pythonic

Top Words in Tweet in G8:
[53] #ai
[51] #ml
[46] #datascience
[34] clubsignage
[33] #serverless
[31] #codenewbie
[25] complete
[25] collection
[25] #bigdata
[25] #code

Top Words in Tweet in G9:
[2] #ff
[2] #analytics
[2] analyticbridge
[2] sapanalytics
[2] ronald_vanloon
[2] danvesset
[2] kirkdborne
[2] kdnuggets
[2] fisher85m
[2] zanalyticsguru

Top Words in Tweet in G10:
[2] syncswap
[2] galxehq
[2] kdnuggets

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[937] data,science
[627] machine,learning
[402] python,data
[381] free,python
[353] science,course
[333] course,kdnuggets
[324] #data,#bigdata
[297] kdnuggets,freecodecamp
[288] freecodecamp,#datascience
[287] marcusborba,free

Top Word Pairs in Tweet in G1:
[258] data,science
[215] python,data
[202] kdnuggets,freecodecamp
[198] free,python
[198] science,course
[195] course,kdnuggets
[194] freecodecamp,#datascience
[193] marcusborba,free
[183] #datascience,#artificialintelligenâ
[57] machine,learning

Top Word Pairs in Tweet in G2:
[134] machine,learning
[112] data,science
[79] #serverless,#codenewbie
[76] #codenewbie,#ml
[72] #ml,#ai
[68] #ai,#code
[55] #code,#datascience
[54] #fintech,#ai
[49] #datascience,#rstats
[48] learning,#algorithms

Top Word Pairs in Tweet in G3:
[242] machine,learning
[232] data,science
[214] #data,#bigdata
[210] kdnuggets,#data
[210] #bigdata,#skills
[210] #skills,#business
[169] #business,#analytics
[155] #analytics,#python
[147] #python,#javascript
[134] modern,#datascientistâ

Top Word Pairs in Tweet in G4:
[51] data,science
[42] machine,learning
[11] course,kdnuggets
[11] wanted,know
[10] everything,ve
[10] ve,wanted
[9] free,python
[9] learning,algorithms
[8] free,ai
[8] ai,beginners

Top Word Pairs in Tweet in G5:
[59] data,science
[45] #bigdata,#datascience
[43] tips,tutorials
[43] tutorials,learn
[43] learn,#machinelearning
[43] #machinelearning,rasbt
[43] rasbt,#bigdata
[43] #datascience,#ai
[43] #ai,#neuralnetworks
[43] #neuralnetworks,#deeplearning

Top Word Pairs in Tweet in G6:
[95] data,science
[88] go,complete
[88] complete,collection
[88] collection,data
[88] science,books
[82] #datascience,#books
[82] #books,#ai
[67] books,#datascience
[66] datasciencedojo,go
[21] datasciencedojo,#datascience

Top Word Pairs in Tweet in G7:
[100] data,science
[96] kdnuggets,#pyton
[95] #pyton,#python
[93] #python,#pythonic
[92] #pythonic,#ml
[85] machine,learning
[84] read,more
[80] #ml,#machinelearning
[74] #machinelearning,read
[65] #datascience,#ai

Top Word Pairs in Tweet in G8:
[31] #serverless,#codenewbie
[29] #codenewbie,#ml
[27] #ml,#ai
[25] complete,collection
[25] #ai,#code
[23] collection,#datascience
[22] #datascience,books
[22] books,#ml
[22] #ml,#sql
[22] #sql,#cybersecurity

Top Word Pairs in Tweet in G9:
[2] #ff,#analytics
[2] #analytics,analyticbridge
[2] analyticbridge,sapanalytics
[2] sapanalytics,ronald_vanloon
[2] ronald_vanloon,danvesset
[2] danvesset,kirkdborne
[2] kirkdborne,kdnuggets
[2] kdnuggets,fisher85m
[2] fisher85m,zanalyticsguru
[2] zanalyticsguru,bernardmarr

Top Word Pairs in Tweet in G10:
[2] syncswap,galxehq

Top Replied-To
Top Replied-To in Entire Graph:
@kdnuggets
@enricomolinari
@khulood_almani
@marcusborba
@hakomtimeseries
@chidambara09
@swisscognitive
@danfiehn
@datasciencectrl
@ipfconline1

Top Replied-To in G1:
@kdnuggets
@marcusborba
@future_of_ai
@eli_krumova
@l_frodrigues

Top Replied-To in G2:
@swisscognitive
@ipfconline1
@spirosmargaris
@mattmayo13

Top Replied-To in G3:
@enricomolinari
@khulood_almani
@hakomtimeseries
@chidambara09
@thierry_pires
@uplandturkiye
@danfiehn
@disfolddotcom
@morsimas
@enilev

Top Replied-To in G5:
@datasciencectrl

Top Replied-To in G10:
@syncswap

Top Mentioned
Top Mentioned in Entire Graph:
@kdnuggets
@khulood_almani
@marcusborba
@freecodecamp
@ipfconline1
@eli_krumova
@cichuck
@clubsignage
@kirkdborne
@datasciencedojo

Top Mentioned in G1:
@kdnuggets
@marcusborba
@freecodecamp
@1abidaliawan
@dremio
@savetonotion
@khulood_almani
@shervinea
@afshinea
@datasciencedojo

Top Mentioned in G2:
@kdnuggets
@ipfconline1
@khulood_almani
@spirosmargaris
@clubsignage
@pierrepinna
@clairedcosta2
@mandomando
@epfl
@jackclarksf

Top Mentioned in G3:
@kdnuggets
@khulood_almani
@eli_krumova
@ipfconline1
@cichuck
@marcusborba
@hakomtimeseries
@evasmartai
@chidambara09
@freecodecamp

Top Mentioned in G4:
@a4etechnologies
@carlinhosvp

Top Mentioned in G5:
@kdnuggets
@kirkdborne
@rasbt
@marcusborba
@freecodecamp
@cichuck
@khulood_almani
@corpus_news
@clubsignage
@eli_krumova

Top Mentioned in G6:
@datasciencedojo
@kdnuggets
@_qu4nt
@arifalam4u
@khulood_almani
@kirkdborne
@uplandturkiye

Top Mentioned in G7:
@cichuck
@kdnuggets
@richardeudes
@dataclaudius
@corpus_news
@iamchuckrussell
@spirosmargaris
@hakomtimeseries
@bigdata_fr
@enricomolinari

Top Mentioned in G8:
@clubsignage
@sheraj99
@kdnuggets
@marcusborba
@freecodecamp
@hakomtimeseries
@ai_advice
@cichuck
@bodontomi
@khulood_almani

Top Mentioned in G9:
@analyticbridge
@sapanalytics
@ronald_vanloon
@danvesset
@kirkdborne
@kdnuggets
@fisher85m
@zanalyticsguru
@bernardmarr
@stevelohr

Top Mentioned in G10:
@galxehq
@kdnuggets
@antoniaromeouk
@battlecatznft
@blazing420s
@thepolllady
@bosscr
@tv9marathi

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@cybersecurityn8
@javascriptd
@botraj1
@fabriciosx
@dataaugmented
@rvp

Top Tweeters in G1:
@santchiweb
@machinelearnflx
@waterworxuk
@rstatstweet
@jborrego
@savetonotion
@simonlporter
@data_nerd
@bremsstrahlunng
@gdprai

Top Tweeters in G2:
@javascriptd
@fabriciosx
@rahul05ranjan
@education_24x7
@ssxman2
@calcaware
@godfrey_g_
@gezgintrk
@micheleangelo13
@ricardo_ik_ahau

Top Tweeters in G3:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@cybersecurityn8
@botraj1
@goaidev
@xeronbot
@advanceml
@fintechna

Top Tweeters in G4:
@eagerbeavertech
@yvesmulkers
@7wdata
@gfradelos
@moses_faris
@milocamj
@carlinhosvp
@domingonarvaez1
@cybersecboardrm
@necio_news

Top Tweeters in G5:
@dataaugmented
@codewithtwitchi
@pvalsfr
@suriyasubraman
@pythonroboto
@imabit_inc
@hasdid
@dougpete
@kirkdborne
@androidcentral

Top Tweeters in G6:
@atqzahmd
@dantu_u
@faustodegoethe1
@rameshrs739
@datasciencedojo
@am23marcos
@erick84531359
@fersuarezmd
@redtipp1
@mmmuawiyya

Top Tweeters in G7:
@paulpaul49
@gfaccord
@technojeder
@manifattura40
@e_nterdiscipl
@brainroaring
@robinheed
@techinjektion
@joyalatta
@cichuck

Top Tweeters in G8:
@rvp
@serverlessfan
@frcretweets
@shybot7
@enderton_justin
@devhighlights
@bot_tensorflow
@_serverlessbot_
@largejuan_usmc
@eslamlbrahim00

Top Tweeters in G9:
@analyticbridge
@sarbjeetjohal
@sapanalytics
@craigmullins
@bernardmarr
@jkevinparker
@bigdata_paulz
@danvesset
@bizanalyticnews
@stevelohr

Top Tweeters in G10:
@tv9marathi
@thepolllady
@bosscr
@blazing420s
@antoniaromeouk
@bkkcnn
@dajas20
@galxehq
@battlecatznft
@syncswap