kdnuggets, Twitter, 9/4/2022 3:50:33 AM, 281250


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kdnuggets_2022-09-03_19-35-55.xlsx
kdnuggets_2022-09-03_19-35-55.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 04, 2022
Short Description:
kdnuggets via NodeXL https://bit.ly/3Q9MnLK
@kdnuggets
@spirosmargaris
@braincuresltd
@pierrepinna
@gp_pulipaka
@ipfconline1
@thecuriousluke
@aarushinair_
@godfrey_g_
@technonbusiness

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

Description:
Description
The graph represents a network of 1,176 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, 04 September 2022 at 02:40 UTC.

The requested start date was Sunday, 04 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, 5-hour, 19-minute period from Sunday, 21 August 2022 at 01:54 UTC to Saturday, 03 September 2022 at 07:14 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 : 1176
Unique Edges : 1158
Edges With Duplicates : 5681
Total Edges : 6839
Number of Edge Types : 5
Retweet : 1861
MentionsInRetweet : 2710
Tweet : 1086
Mentions : 1102
Replies to : 80
Self-Loops : 1131
Reciprocated Vertex Pair Ratio : 0.0215150156880323
Reciprocated Edge Ratio : 0.0421237384817903
Connected Components : 128
Single-Vertex Connected Components : 111
Maximum Vertices in a Connected Component : 1019
Maximum Edges in a Connected Component : 6476
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.993851
Graph Density : 0.00164929801707917
Modularity : 0.223155
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,176 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, 04 September 2022 at 02:40 UTC.

The requested start date was Sunday, 04 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, 5-hour, 19-minute period from Sunday, 21 August 2022 at 01:54 UTC to Saturday, 03 September 2022 at 07:14 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:
[133] https://www.kdnuggets.com/2022/08/free-ai-beginners-course.html
[58] https://www.kdnuggets.com/2022/07/machine-learning-algorithms-explained-less-1-minute.html
[55] https://medium.com/mlearning-ai/ml-engineer-industry-knowledge-26b429adc5a0
[54] https://www.kdnuggets.com/2022/08/free-python-project-coding-course.html
[46] https://twinybots.ch/
[43] https://www.kdnuggets.com/2022/08/complete-guide-decision-tree-software.html
[34] https://www.kdnuggets.com/2022/08/difference-training-testing-data-machine-learning.html
[32] https://www.kdnuggets.com/2021/05/top-programming-languages.html
[30] https://www.kdnuggets.com/2021/04/cogitotech-6-mistakes-avoid-training-machine-learning.html
[30] https://bitly.com/a/blocked?hash=3vZ7mtS&url=https%3A%2F%2Fwww.kdnuggets.com%2F2016%2F05%2Fmachine-learning-key-terms-explained.html

Top URLs in Tweet in G1:
[53] https://medium.com/mlearning-ai/ml-engineer-industry-knowledge-26b429adc5a0
[23] https://www.kdnuggets.com/2022/08/free-ai-beginners-course.html
[19] https://www.kdnuggets.com/2022/07/machine-learning-algorithms-explained-less-1-minute.html
[14] https://www.kdnuggets.com/2022/08/complete-collection-data-science-projects-part-2.html
[14] https://www.kdnuggets.com/2020/01/decision-tree-algorithm-explained.html
[13] https://www.pymc-labs.io/blog-posts/causal-inference-in-pymc/
[8] https://www.kdnuggets.com/2022/08/free-book-build-reproducible-maintainable-data-science-project.html
[7] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.devgenius.io%2Fdata-engineering-design-patterns-91dabc9abb90
[7] https://www.exxactcorp.com/blog/Deep-Learning/neural-symbolic-regression-distilling-science-from-data
[7] https://www.kdnuggets.com/2022/08/3-ways-append-rows-pandas-dataframes.html

Top URLs in Tweet in G2:
[60] https://www.kdnuggets.com/2022/08/free-ai-beginners-course.html
[29] https://www.kdnuggets.com/2022/07/machine-learning-algorithms-explained-less-1-minute.html
[27] https://bitly.com/a/blocked?hash=3vZ7mtS&url=https%3A%2F%2Fwww.kdnuggets.com%2F2016%2F05%2Fmachine-learning-key-terms-explained.html
[25] https://www.kdnuggets.com/2021/05/top-programming-languages.html
[14] https://twinybots.ch/
[14] https://www.kdnuggets.com/2021/11/dream-come-true-allennlp-hacks-21.html
[13] https://www.kdnuggets.com/2022/08/difference-training-testing-data-machine-learning.html
[13] https://www.kdnuggets.com/2021/12/inside-deepmind-new-efforts-deep-learning-advance-mathematics.html
[12] https://www.kdnuggets.com/the-difference-between-training-and-testing-data-in-machine-learning.html/
[10] https://www.kdnuggets.com/2021/05/deal-with-categorical-data-machine-learning.html

Top URLs in Tweet in G3:
[33] https://www.kdnuggets.com/2022/08/free-python-project-coding-course.html
[16] https://www.kdnuggets.com/2022/08/free-ai-beginners-course.html
[14] https://twinybots.ch/
[11] https://www.kdnuggets.com/2022/08/complete-guide-decision-tree-software.html
[4] https://www.kdnuggets.com/2022/07/machine-learning-algorithms-explained-less-1-minute.html
[4] https://www.kdnuggets.com/2022/08/machine-learning-metadata-store.html
[3] https://www.kdnuggets.com/2022/08/complete-collection-data-science-projects-part-1.html
[3] https://www.kdnuggets.com/2022/08/perform-motion-detection-python.html
[3] https://www.kdnuggets.com/2022/08/complete-collection-data-science-projects-part-2.html
[3] https://www.kdnuggets.com/2022/08/6-ways-businesses-benefit-machine-learning.html

Top URLs in Tweet in G4:
[21] https://www.kdnuggets.com/2021/04/cogitotech-6-mistakes-avoid-training-machine-learning.html
[17] https://www.kdnuggets.com/2022/07/celebrating-women-leadership-roles-tech-industry.html
[10] https://www.kdnuggets.com/2022/08/difference-training-testing-data-machine-learning.html
[10] https://www.kdnuggets.com/2022/08/complete-guide-decision-tree-software.html
[9] https://www.kdnuggets.com/2022/08/customize-data-frame-column-names-python.html
[9] https://www.kdnuggets.com/2022/08/free-ai-beginners-course.html
[9] https://www.kdnuggets.com/2018/11/top-python-data-science-libraries.html
[7] https://www.kdnuggets.com/2017/06/7-techniques-handle-imbalanced-data.html
[7] https://www.kdnuggets.com/2022/08/free-python-project-coding-course.html
[6] https://www.kdnuggets.com/2020/11/5-tricky-sql-queries-solved.html

Top URLs in Tweet in G5:
[13] https://www.kdnuggets.com/2022/08/free-ai-beginners-course.html
[6] https://www.kdnuggets.com/2022/08/customize-data-frame-column-names-python.html
[4] https://www.kdnuggets.com/
[3] https://www.kdnuggets.com/2022/09/progress-bars-python-tqdm-fun-profit.html
[2] https://www.kdnuggets.com/2022/04/15-python-coding-interview-questions-must-know-data-science.html
[2] https://www.kdnuggets.com/2022/08/biasvariance-tradeoff.html
[2] https://www.kdnuggets.com/2022/08/manning-deep-learning-skills-r-action.html
[2] https://www.kdnuggets.com/2022/08/top-posts-week-0822-0828.html
[2] https://www.kdnuggets.com/2022/08/dss-machine-learning-enterprise-cases-challenges.html
[2] https://www.kdnuggets.com/2022/08/data-quality-hierarchy-needs.html

Top URLs in Tweet in G6:
[11] https://twinybots.ch/
[9] https://www.kdnuggets.com/2022/08/complete-guide-decision-tree-software.html
[3] https://www.finextra.com/blogposting/20672/ai-is-enabling-digital-transformation-across-the-financial-services-industry?utm_content=bufferc0719&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.kdnuggets.com/2022/05/image-classification-convolutional-neural-networks-cnns.html
[2] https://www.kdnuggets.com/2022/08/difference-training-testing-data-machine-learning.html
[1] https://www.azom.com/news.aspx?newsID=59844
[1] https://www.forbes.com/sites/forbestechcouncil/2022/08/12/10-ways-to-use-ai-for-a-successful-product-launch/?sh=5ed052eb74b1
[1] https://www.forbes.com/sites/forbestechcouncil/2022/07/01/risk-transfer-is-the-key-to-successful-ai/?sh=c37173030c87
[1] https://www.shrm.org/resourcesandtools/hr-topics/behavioral-competencies/pages/evaluating-ai-based-assessments-in-personnel-selection.aspx
[1] https://biomarketinsights.com/how-ai-is-creating-novel-biomaterials/

Top URLs in Tweet in G7:
[5] https://www.kdnuggets.com/2022/08/difference-training-testing-data-machine-learning.html
[3] https://www.kdnuggets.com/2022/08/free-ai-beginners-course.html
[3] https://www.kdnuggets.com/2017/06/7-techniques-handle-imbalanced-data.html
[3] https://www.kdnuggets.com/2022/08/complete-data-science-study-roadmap.html
[2] https://www.kdnuggets.com/2022/08/package-distribute-machine-learning-models-mlflow.html?utm_source=twitter&utm_medium=social&utm_campaign=dlvr_it
[2] https://www.kdnuggets.com/2022/08/data-governance-observability-explained.html?utm_source=twitter&utm_medium=social&utm_campaign=dlvr_it
[2] https://www.kdnuggets.com/2022/08/customize-data-frame-column-names-python.html
[2] https://bitly.com/a/blocked?hash=3Sf4K4n&url=https%3A%2F%2Fwww.kdnuggets.com%2F2022%2F07%2Frealtime-translations-ai.html
[2] https://www.kdnuggets.com/2022/08/getting-started-sql-cheatsheet.html
[2] https://www.kdnuggets.com/2022/08/top-posts-week-0801-0807.html

Top URLs in Tweet in G8:
[2] https://timesofindia.indiatimes.com/blogs/voices/the-era-of-the-artificial-intelligence-fashion-designer-is-getting-closer/
[2] https://www.kdnuggets.com/most-in-demand-artificial-intelligence-skills-to-learn-in-2022.html/
[1] https://www.escardio.org/The-ESC/Press-Office/Press-releases/Artificial-intelligence-identifies-severe-aortic-stenosis-from-routine-echocardiograms
[1] https://www.bigdata-toronto.com/register/expo-pass?utm_campaign=bdait22&utm_medium=partner&utm_source=KDNUGGETS
[1] https://medium.com/mlearning-ai/ml-engineer-industry-knowledge-26b429adc5a0
[1] https://www.kdnuggets.com/2021/05/vaex-pandas-1000x-faster.html
[1] https://www.kdnuggets.com/2019/01/fine-tune-machine-learning-models-forecasting.html
[1] https://www.kdnuggets.com/2021/06/feature-selection-overview.html
[1] https://www.kdnuggets.com/2021/11/dream-come-true-allennlp-hacks-21.html
[1] https://www.kdnuggets.com/2022/02/build-web-scraper-python-5-minutes.html

Top URLs in Tweet in G9:
[17] http://inside-opensource.org/
[6] https://www.kdnuggets.com/2020/05/model-evaluation-metrics-machine-learning.html
[5] https://www.kdnuggets.com/2022/05/6-python-machine-learning-tools-every-data-scientist-know.html
[4] https://www.kdnuggets.com/2022/09/progress-bars-python-tqdm-fun-profit.html
[4] https://www.kdnuggets.com/2022/n34.html?utm_source=rss&utm_medium=rss&utm_campaign=kdnuggets-news-august-24-implementing-dbscan-in-python-how-to-avoid-overfitting
[4] https://www.kdnuggets.com/2022/08/free-ai-beginners-course.html
[3] INFORMS
[3] https://www.kdnuggets.com/2022/08/perform-motion-detection-python.html?fbclid=IwAR1ipysDcJufPXDI2_WCCjO7lmuOrb1QCyhgzJoXcWtobzn_XgyTD93SYxA
[3] https://www.kdnuggets.com/2021/10/pace-eight-data-science-specializations.html
[2] https://www.kdnuggets.com/2022/08/corise-land-ml-job-advice-engineers-meta-google-brain-sap.html?utm_campaign=General

Top Domains
Top Domains in Tweet in Entire Graph:
[2232] kdnuggets.com
[123] medium.com
[112] twitter.com
[63] bitly.com
[46] twinybots.ch
[18] paper.li
[17] inside-opensource.org
[15] tweetedtimes.com
[15] pymc-labs.io
[11] exxactcorp.com

Top Domains in Tweet in G1:
[474] kdnuggets.com
[109] medium.com
[15] paper.li
[13] pymc-labs.io
[10] exxactcorp.com
[9] twitter.com
[7] manning.com
[6] tweetedtimes.com
[5] dremio.com
[4] runestone.academy

Top Domains in Tweet in G2:
[701] kdnuggets.com
[59] twitter.com
[47] bitly.com
[14] twinybots.ch
[4] faveeo.com
[3] tweetedtimes.com
[2] medium.com
[2] bit.ly
[1] semanticlayersummit.com
[1] finextra.com

Top Domains in Tweet in G3:
[239] kdnuggets.com
[16] twitter.com
[14] twinybots.ch
[6] tweetedtimes.com
[6] cmtech.live
[4] bitly.com
[3] content-app.com
[3] neurons.ai
[2] linkedin.com
[2] medium.com

Top Domains in Tweet in G4:
[208] kdnuggets.com
[13] twitter.com
[7] bitly.com
[2] linkedin.com
[2] twinybots.ch
[1] medium.com

Top Domains in Tweet in G5:
[85] kdnuggets.com
[5] twitter.com
[2] discu.eu
[2] gf-accord.biz
[1] medium.com

Top Domains in Tweet in G6:
[20] kdnuggets.com
[11] twinybots.ch
[4] forbes.com
[3] finextra.com
[2] co.uk
[1] azom.com
[1] shrm.org
[1] biomarketinsights.com
[1] cmswire.com
[1] fintechmagazine.com

Top Domains in Tweet in G7:
[80] kdnuggets.com
[5] twitter.com
[3] bitly.com
[1] medium.com
[1] paper.li

Top Domains in Tweet in G8:
[11] kdnuggets.com
[2] indiatimes.com
[1] escardio.org
[1] bigdata-toronto.com
[1] medium.com

Top Domains in Tweet in G9:
[142] kdnuggets.com
[17] inside-opensource.org
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[881] ai
[794] machinelearning
[771] datascience
[542] kdnuggets
[474] python
[360] ml
[300] bigdata
[294] analytics
[288] data
[161] artificialintelligence



Top Hashtags in Tweet in G1:
[383] kdnuggets
[112] datascience
[97] machinelearning
[78] python
[49] ai
[34] free
[14] nlproc
[12] deeplearning
[10] sql
[9] books

Top Hashtags in Tweet in G2:
[417] ai
[377] machinelearning
[321] datascience
[206] data
[200] ml
[129] bigdata
[103] python
[85] analytics
[79] science
[71] deeplearning

Top Hashtags in Tweet in G3:
[13] artificialintelligence
[11] machinelearning
[10] datascience
[10] fintech
[9] ai
[9] ui
[5] learning
[4] analytics
[3] businessintelligence
[3] neuralnetworks

Top Hashtags in Tweet in G4:
[104] machinelearning
[101] ai
[92] datascience
[79] python
[60] ml
[49] bigdata
[42] fintech
[39] analytics
[38] data
[36] serverless

Top Hashtags in Tweet in G5:
[107] datascience
[82] ai
[77] python
[70] machinelearning
[66] bigdata
[62] analytics
[61] iot
[61] iiot
[40] rstats
[32] dataanalytics

Top Hashtags in Tweet in G6:
[36] fintech
[20] ai
[16] artificialintelligence
[15] bigdata
[14] veuu
[11] machinelearning
[11] healthcareai
[11] healthtech
[10] ui
[8] aiio

Top Hashtags in Tweet in G7:
[37] datascience
[34] machinelearning
[32] ai
[26] python
[25] bigdata
[23] artificialintelligence
[22] analytics
[20] iot
[19] iiot
[18] rstats

Top Hashtags in Tweet in G8:
[18] artificialintelligence
[10] ai
[10] fashion
[10] data
[5] algorithm
[5] kdnuggets
[3] machinelearning
[3] iot
[2] python
[2] ml

Top Hashtags in Tweet in G9:
[55] machinelearning
[43] ai
[39] analytics
[22] opensource
[21] python
[20] kdnuggets
[5] datascience
[3] informs
[3] motion
[3] detection

Top Words
Top Words in Tweet in Entire Graph:
[1791] kdnuggets
[888] #ai
[826] data
[794] #machinelearning
[771] #datascience
[542] #kdnuggets
[474] #python
[468] learning
[412] machine
[368] free

Top Words in Tweet in G1:
[619] kdnuggets
[383] #kdnuggets
[190] data
[112] #datascience
[97] #machinelearning
[78] #python
[75] learning
[66] engineer
[61] pandas
[61] ml

Top Words in Tweet in G2:
[448] kdnuggets
[423] #ai
[377] #machinelearning
[321] #datascience
[282] data
[206] #data
[200] #ml
[167] learning
[161] machine
[157] free

Top Words in Tweet in G3:
[126] kdnuggets
[68] data
[60] learning
[57] free
[56] course
[54] machine
[50] python
[39] project
[37] coding
[33] science

Top Words in Tweet in G4:
[183] kdnuggets
[104] #machinelearning
[101] #ai
[92] #datascience
[79] #python
[60] #ml
[49] #bigdata
[48] spirosmargaris
[46] data
[42] #fintech

Top Words in Tweet in G5:
[107] #datascience
[83] #ai
[77] #python
[70] kdnuggets
[70] #machinelearning
[66] #bigdata
[62] #analytics
[61] #iot
[61] #iiot
[59] gp_pulipaka

Top Words in Tweet in G6:
[36] #fintech
[33] kdnuggets
[29] kevin_jackson
[27] sallyeaves
[25] schmarzo
[21] technative
[21] miad
[20] brettking
[20] akwyz
[20] #ai

Top Words in Tweet in G7:
[51] kdnuggets
[39] hakomtimeseries
[37] #datascience
[34] #machinelearning
[32] #ai
[26] #python
[25] #bigdata
[23] #artificialintelligence
[22] #analytics
[20] data

Top Words in Tweet in G8:
[20] artificial
[20] intelligence
[18] #artificialintelligence
[14] very
[14] wide
[14] concept
[14] mother
[14] many
[14] ones
[14] such

Top Words in Tweet in G9:
[70] kdnuggets
[55] data
[55] #machinelearning
[43] #ai
[39] #analytics
[36] learning
[36] python
[29] machine
[24] free
[22] science

Top Words in Tweet in G10:
[3] yogapetz
[3] keung
[3] kdnuggets

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[401] machine,learning
[321] data,science
[239] #datascience,#ai
[235] #ai,#machinelearning
[153] #analytics,#datascience
[144] kdnuggets,#datascience
[139] #bigdata,#analytics
[139] #iot,#iiot
[138] #machinelearning,#iot
[119] #serverless,#codenewbie

Top Word Pairs in Tweet in G1:
[55] machine,learning
[53] ml,engineer
[53] engineer,industry
[53] industry,knowledge
[52] kdnuggets,ml
[49] data,science
[35] #machinelearning,#kdnuggets
[34] course,#kdnuggets
[29] decision,tree
[26] explained,#kdnuggets

Top Word Pairs in Tweet in G2:
[157] machine,learning
[130] data,science
[122] #datascience,#ai
[88] kdnuggets,#datascience
[78] #ai,#ml
[77] kdnuggets,#ai
[73] #ai,#machinelearning
[57] #ai,beginners
[54] beginners,microsoft
[54] microsoft,course

Top Word Pairs in Tweet in G3:
[54] machine,learning
[51] course,kdnuggets
[36] free,python
[36] python,project
[36] project,coding
[36] coding,course
[33] data,science
[19] free,ai
[18] ai,beginners
[18] beginners,course

Top Word Pairs in Tweet in G4:
[32] kdnuggets,#datascience
[30] #serverless,#codenewbie
[30] #codenewbie,#ml
[27] #ml,#ai
[26] #ai,#machinelearning
[26] #ai,#code
[24] #datascience,#ai
[22] #bigdata,#analytics
[22] #analytics,#datascience
[22] #iot,#iiot

Top Word Pairs in Tweet in G5:
[63] #datascience,#ai
[63] #ai,#machinelearning
[61] #bigdata,#analytics
[61] #analytics,#datascience
[61] #machinelearning,#iot
[61] #iot,#iiot
[39] #iiot,#python
[38] #python,#rstats
[33] kdnuggets,#bigdata
[31] #datascience,#datavisualization

Top Word Pairs in Tweet in G6:
[24] kevin_jackson,sallyeaves
[24] sallyeaves,schmarzo
[21] technative,miad
[20] brettking,technative
[18] schmarzo,kdnuggets
[18] kdnuggets,akwyz
[18] akwyz,brettking
[14] #fintech,#veuu
[14] #veuu,kevin_jackson
[13] complete,guide

Top Word Pairs in Tweet in G7:
[24] #ai,#machinelearning
[19] #bigdata,#analytics
[19] #analytics,#datascience
[19] #datascience,#ai
[19] #machinelearning,#iot
[19] #iot,#iiot
[18] #artificialintelligence,curriculum
[18] curriculum,#bigdata
[18] #iiot,#python
[18] #python,#rstats

Top Word Pairs in Tweet in G8:
[20] artificial,intelligence
[14] intelligence,very
[14] very,wide
[14] wide,concept
[14] concept,mother
[14] mother,many
[14] many,ones
[14] ones,such
[14] such,machine
[14] machine,learning

Top Word Pairs in Tweet in G9:
[39] #ai,#machinelearning
[37] #machinelearning,#analytics
[29] machine,learning
[22] data,science
[22] #opensource,gt
[11] free,python
[8] kdnuggets,news
[8] news,august
[7] project,coding
[7] coding,course

Top Word Pairs in Tweet in G10:
[3] yogapetz,keung

Top Replied-To
Top Replied-To in Entire Graph:
@kdnuggets
@hakomtimeseries
@ipfconline1
@pierrepinna
@vijay18008304
@mrandersonnfter
@slipperyfishco
@khulood_almani
@subetealanutria
@omeeio

Top Replied-To in G1:
@kdnuggets
@vijay18008304
@aphabah1

Top Replied-To in G2:
@pierrepinna
@ipfconline1
@haroldsinnott
@mikeflache
@kdnuggets
@technonbusiness

Top Replied-To in G3:
@rvp

Top Replied-To in G4:
@ipfconline1
@khulood_almani
@spirosmargaris

Top Replied-To in G5:
@gp_pulipaka

Top Replied-To in G6:
@hakomtimeseries
@braincures

Top Replied-To in G7:
@hakomtimeseries

Top Replied-To in G10:
@worldofalpha
@jeffreychao8
@clonexalpha

Top Mentioned
Top Mentioned in Entire Graph:
@kdnuggets
@ipfconline1
@pierrepinna
@clubsignage
@gp_pulipaka
@hakomtimeseries
@spirosmargaris
@mattmayo13
@sallyeaves
@corpus_news

Top Mentioned in G1:
@kdnuggets
@pierrepinna
@savetonotion
@kirkdborne
@atscale
@manningbooks
@dremio
@nvidiaai
@soledad_galli
@dataiku

Top Mentioned in G2:
@kdnuggets
@ipfconline1
@pierrepinna
@mattmayo13
@corpus_news
@richardeudes
@hakomtimeseries
@ronald_vanloon
@clairedcosta2
@gp_pulipaka

Top Mentioned in G3:
@a4etechnologies
@bigdatanova
@hernangraffe
@7gtech
@1davidclarke

Top Mentioned in G4:
@kdnuggets
@spirosmargaris
@clubsignage
@hakomtimeseries
@eli_krumova
@ipfconline1
@analytics_699
@gp_pulipaka
@fisher85m

Top Mentioned in G5:
@kdnuggets
@gp_pulipaka
@iamsimuna
@clubsignage
@rahul_b
@dansar39
@dataculpa
@technoholic_me
@eli_krumova
@ipfconline1

Top Mentioned in G6:
@kdnuggets
@kevin_jackson
@sallyeaves
@schmarzo
@technative
@miad
@brettking
@akwyz
@veuu_inc
@terence_mills

Top Mentioned in G7:
@kdnuggets
@hakomtimeseries
@kanezadiane
@chidambara09
@albertoemachado
@rldi_lamy
@hana_elsayyed
@betamoroney
@tewoz
@khulood_almani

Top Mentioned in G8:
@kdnuggets
@technonbusiness
@swisscognitive
@etzioni
@davidwkenny
@justinherman
@adamsconsulting
@antgrasso
@corpus_news
@the_ai_universe

Top Mentioned in G9:
@kdnuggets
@lopezunwired
@eric_kavanagh
@craigbrownphd
@machinelearnflx
@1abidaliawan
@informs
@techpearce4
@rgaray__m2
@pythonlibhunt

Top Mentioned in G10:
@yogapetz
@keung
@kdnuggets
@potorginft
@thewilderthings
@isnansayyidinaa
@kutupokuzu
@alexkongz
@invisibile18
@kemalpalevi

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

Top Tweeters in G1:
@rstatstweet
@designthinkbot
@savetonotion
@jingbay
@vlak_off
@enricofrasca3
@brandgrowthhack
@joseph_santoro
@biasandvariance
@charlyaztec

Top Tweeters in G2:
@xaelbot
@codedailybot
@fabriciosx
@dataaugmented
@education_24x7
@ssxman2
@gezgintrk
@godfrey_g_
@thecuriousluke
@nicochan33

Top Tweeters in G3:
@rvp
@suriyasubraman
@stanleyepstein
@eagerbeavertech
@7wdata
@grjenkin
@hernangraffe
@ananolitus
@pmprouk
@techinjektion

Top Tweeters in G4:
@sectest9
@cybersecurityn8
@botraj1
@goaidev
@xeronbot
@advanceml
@serverlessfan
@full_bugs
@lkafle
@rosiaxbot

Top Tweeters in G5:
@rahul05ranjan
@codewithtwitchi
@ricardo_ik_ahau
@botfemale
@laveilletechno
@theweb3bot
@bob_gamedev
@hectorsmx
@yvesmulkers
@gdorn1

Top Tweeters in G6:
@chidambara09
@hubofml
@fintechna
@agitatorsneeded
@akwyz
@openmarketingtv
@kevin_jackson
@intenseca
@psb_dc
@dnaed_tech

Top Tweeters in G7:
@nomoreslaves
@jamesvgingerich
@fullnam35087976
@rldi_lamy
@newsneus
@asmawisham
@kanezadiane
@mvollmer1
@jeancayeux
@nevillegaunt

Top Tweeters in G8:
@jacobussystems
@parvez1
@mediapython
@sminaev2015
@adamsconsulting
@richardkimphd
@vitrinanorte
@antgrasso
@justinherman
@comedyflyer

Top Tweeters in G9:
@santchiweb
@machinelearnflx
@greentechdon
@pythonroboto
@jayeshmthakur
@techpearce2
@marcusgmay1
@lopezunwired
@eric_kavanagh
@scibot6

Top Tweeters in G10:
@invisibile18
@kemalpalevi
@thewilderthings
@isnansayyidinaa
@thejohnjohnshow
@christinatasty
@channeldraw
@vanathibjp
@potorginft
@le895ss_than


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