kdnuggets, Twitter, 11/28/2021 5:51:58 AM, 267080


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kdnuggets_2021-11-27_19-22-00.xlsx
kdnuggets_2021-11-27_19-22-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 28, 2021
Short Description:
kdnuggets via NodeXL https://bit.ly/3cRXqIp
@kdnuggets
@braincures
@doxyaxone
@ronald_vanloon
@ipfconline1
@kirkdborne
@spirosmargaris
@swisscognitive
@ml_tweet_bot
@asokan_telecom

Top hashtags:
#ai
#datascience
#python
#machinelearning
#bigdata
#analytics
#iot
#iiot

Description:
Description
The graph represents a network of 1,344 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, 28 November 2021 at 03:30 UTC.

The requested start date was Sunday, 28 November 2021 at 01:01 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, 19-hour, 14-minute period from Sunday, 14 November 2021 at 01:01 UTC to Saturday, 27 November 2021 at 20:15 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 : 1344
Unique Edges : 1586
Edges With Duplicates : 9317
Total Edges : 10903
Number of Edge Types : 5
Retweet : 3321
MentionsInRetweet : 4896
Tweet : 1207
Mentions : 1368
Replies to : 111
Self-Loops : 1252
Reciprocated Vertex Pair Ratio : 0.0222772277227723
Reciprocated Edge Ratio : 0.0435835351089588
Connected Components : 86
Single-Vertex Connected Components : 72
Maximum Vertices in a Connected Component : 1243
Maximum Edges in a Connected Component : 10631
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.972719
Graph Density : 0.00183047902705386
Modularity : 0.196647
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,344 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, 28 November 2021 at 03:30 UTC.

The requested start date was Sunday, 28 November 2021 at 01:01 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, 19-hour, 14-minute period from Sunday, 14 November 2021 at 01:01 UTC to Saturday, 27 November 2021 at 20:15 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:
[99] https://www.kdnuggets.com/2020/11/top-python-libraries-data-science-data-visualization-machine-learning.html
[89] https://www.kdnuggets.com/2021/05/best-python-books-beginner-advanced.html
[78] https://www.kdnuggets.com/2021/11/3-differences-coding-data-science-machine-learning.html
[54] https://www.kdnuggets.com/2021/11/where-nlp-is-heading.html
[50] https://www.kdnuggets.com/2021/11/25-github-repositories-python-developer.html
[37] https://www.kdnuggets.com/2021/11/5-advanced-tips-python-sequences.html
[36] https://twinybots.ch/
[33] https://engage.bah.com/Article/Redirect/94c73674-6b49-435d-b9af-92977898e1d5?uc=30185&g=5135c4ff-f52a-4d8d-a558-0986802aea34&f=146444
[32] https://www.kdnuggets.com/2021/10/guide-14-different-data-science-jobs.html?utm_content=bufferbb025&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[31] https://www.kdnuggets.com/2020/03/machine-learning-time-series-forecasting-sequel.html

Top URLs in Tweet in G1:
[19] https://www.kdnuggets.com/2021/08/train-bert-model-scratch.html
[14] https://www.kdnuggets.com/2019/01/build-api-machine-learning-model-using-flask.html
[14] https://www.kdnuggets.com/2019/07/best-podcasts-ai-analytics-data-science-machine-learning.html
[11] https://www.kdnuggets.com/2019/05/sample-huge-dataset-machine-learning.html
[11] https://www.kdnuggets.com/2020/03/machine-learning-time-series-forecasting-sequel.html
[10] https://www.kdnuggets.com/2021/08/mlops-machine-learning-roadmap.html
[10] https://developer.nvidia.com/blog/accelerated-model-building-with-nvidia-data-science-workbench/
[10] https://www.zoho.com/analytics/?utm_source=kdnuggets&utm_medium=Website&utm_campaign=Analytics
[9] https://www.kdnuggets.com/2019/06/python-data-science-right-way.html
[9] https://datascienceharp.medium.com/you-may-know-data-science-but-you-dont-think-like-a-data-scientist-2d2ee647541

Top URLs in Tweet in G2:
[85] https://www.kdnuggets.com/2020/11/top-python-libraries-data-science-data-visualization-machine-learning.html
[53] https://www.kdnuggets.com/2021/05/best-python-books-beginner-advanced.html
[31] https://www.kdnuggets.com/2021/11/3-differences-coding-data-science-machine-learning.html
[30] https://www.kdnuggets.com/2021/10/guide-14-different-data-science-jobs.html?utm_content=bufferbb025&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[28] https://engage.bah.com/Article/Redirect/94c73674-6b49-435d-b9af-92977898e1d5?uc=30185&g=5135c4ff-f52a-4d8d-a558-0986802aea34&f=146444
[21] https://www.kdnuggets.com/2021/11/5-advanced-tips-python-sequences.html
[21] https://www.kdnuggets.com/2021/09/github-copilot-rise-ai-language-models-programming-automation.html
[20] https://www.kdnuggets.com/2021/11/25-github-repositories-python-developer.html
[18] https://www.kdnuggets.com/2021/08/15-python-snippets-optimize-data-science-pipeline.html
[17] https://www.kdnuggets.com/2021/06/5-tasks-automate-python.html

Top URLs in Tweet in G3:
[18] https://www.kdnuggets.com/2021/11/25-github-repositories-python-developer.html
[18] https://www.kdnuggets.com/2021/11/3-differences-coding-data-science-machine-learning.html
[15] https://www.kdnuggets.com/2021/05/best-python-books-beginner-advanced.html
[15] https://www.kdnuggets.com/2021/11/recommendations-recommender-system.html
[15] https://www.kdnuggets.com/2021/11/dream-come-true-allennlp-hacks-21.html
[15] https://www.kdnuggets.com/2021/11/common-misconception-about-machine-learning.html
[15] https://www.kdnuggets.com/2021/11/diy-automated-machine-learning-app.html
[14] https://www.kdnuggets.com/2021/11/where-nlp-is-heading.html
[12] https://www.kdnuggets.com/2021/06/5-tasks-automate-python.html
[12] https://www.kdnuggets.com/2021/11/missing-self-serve-bi.html

Top URLs in Tweet in G4:
[8] https://twinybots.ch/
[7] https://www.kdnuggets.com/3-differences-between-coding-in-data-science-and-machine-learning.html/
[5] https://twitter.com/RichardEudes/status/1461809005815341057
[4] https://www.kdnuggets.com/stop-blaming-humans-for-bias-in-ai.html/
[4] https://www.kdnuggets.com/2021/05/best-python-books-beginner-advanced.html
[3] https://www.kdnuggets.com/2021/11/25-github-repositories-python-developer.html
[3] https://www.kdnuggets.com/2021/01/attention-mechanism-deep-learning-explained.html
[3] https://www.kdnuggets.com/how-i-redesigned-over-100-etl-into-elt-data-pipelines.html/
[3] https://www.kdnuggets.com/2021/11/common-misconceptions-differential-privacy.html
[2] https://www.kdnuggets.com/2019/06/python-data-science-right-way.html

Top URLs in Tweet in G5:
[11] https://www.kdnuggets.com/2021/11/where-nlp-is-heading.html
[6] https://www.kdnuggets.com/2021/11/stop-blaming-humans-bias-ai.html?utm_content=buffer43bf8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.kdnuggets.com/2021/11/3-differences-coding-data-science-machine-learning.html
[6] 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
[4] https://www.kdnuggets.com/2021/11/stop-blaming-humans-bias-ai.html
[4] https://www.kdnuggets.com/2018/09/dropout-convolutional-networks.html
[3] https://www.kdnuggets.com/2021/11/difference-data-scientist-data-analyst.html
[3] https://twinybots.ch/
[3] https://www.kdnuggets.com/2021/05/best-python-books-beginner-advanced.html
[2] https://www.toolbox.com/tech/cloud/articles/joint-cloud-computing-benefits/

Top URLs in Tweet in G6:
[6] https://www.kdnuggets.com/2021/11/19-data-science-project-ideas-beginners.html
[6] https://twinybots.ch/
[5] https://www.kdnuggets.com/2021/11/data-scientists-sell-project.html
[5] https://www.kdnuggets.com/2021/11/where-nlp-is-heading.html
[5] https://www.kdnuggets.com/2021/11/3-differences-coding-data-science-machine-learning.html
[5] https://www.kdnuggets.com/2021/01/attention-mechanism-deep-learning-explained.html
[4] https://www.kdnuggets.com/2021/11/virtual-presentation-tips-data-scientists.html
[4] https://www.kdnuggets.com/2021/11/stop-blaming-humans-bias-ai.html
[4] https://www.kdnuggets.com/2021/11/common-sql-mistakes-data-science-interviews.html
[4] https://www.kdnuggets.com/2021/11/build-serverless-news-data-pipeline-ml-aws-cloud.html

Top URLs in Tweet in G7:
[7] https://www.kdnuggets.com/2019/08/understanding-cancer-machine-learning.html
[7] https://www.kdnuggets.com/2021/11/diy-automated-machine-learning-app.html?utm_content=187186615&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[3] https://www.kdnuggets.com/2018/05/10-more-free-must-read-books-for-machine-learning-and-data-science.html
[2] https://www.kdnuggets.com/2021/08/stack-overflow-survey-data-science-highlights.html
[2] https://www.kdnuggets.com/2021/11/design-patterns-machine-learning-pipelines.html?utm_content=187784194&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[2] https://www.kdnuggets.com/2021/01/best-tool-data-blending-knime.html
[2] https://www.kdnuggets.com/2020/11/top-python-libraries-data-science-data-visualization-machine-learning.html
[1] https://www.kdnuggets.com/2021/10/calculate-confidence-intervals-performance-metrics-machine-learning.html
[1] https://www.kdnuggets.com/2019/05/data-fabric-machine-learning-part-1.html
[1] https://www.kdnuggets.com/2021/10/four-basic-steps-data-preparation.html

Top URLs in Tweet in G8:
[1] https://www.kdnuggets.com/2021/06/10-python-code-snippets.html

Top URLs in Tweet in G9:
[8] https://www.kdnuggets.com/2021/11/3-differences-coding-data-science-machine-learning.html
[4] https://www.kdnuggets.com/2021/11/stop-blaming-humans-bias-ai.html#.YZqIbbc-OTc.twitter
[3] https://www.kdnuggets.com/2021/11/top-news-week-1108-1114.html
[3] https://www.kdnuggets.com/2021/11/build-serverless-news-data-pipeline-ml-aws-cloud.html
[1] https://www.kdnuggets.com/2021/11/cartoon-data-science-thanksgiving.html
[1] https://www.kdnuggets.com/2021/11/accelerating-ai-mlops.html
[1] https://www.kdnuggets.com/2021/11/top-4-data-integration-tools-modern-enterprises.html
[1] https://www.kdnuggets.com/2021/01/attention-mechanism-deep-learning-explained.html
[1] https://www.kdnuggets.com/2021/11/top-blogs-rewards-oct.html
[1] https://www.kdnuggets.com/2021/n44.html

Top URLs in Tweet in G10:
[2] https://www.kdnuggets.com/2019/04/best-data-visualization-techniques.html
[2] https://www.kdnuggets.com/2021/11/simple-things-steal-agile-data-science-analytics.html#.YZO-7DaCfuw.twitter
[2] https://www.kdnuggets.com/2021/11/3-differences-coding-data-science-machine-learning.html
[2] https://www.kdnuggets.com/2021/11/top-4-data-integration-tools-modern-enterprises.html
[2] https://www.kdnuggets.com/2021/05/best-python-books-beginner-advanced.html
[1] https://www.kdnuggets.com/2020/05/model-evaluation-metrics-machine-learning.html
[1] https://www.kdnuggets.com/2020/11/top-python-libraries-data-science-data-visualization-machine-learning.html
[1] https://www.kdnuggets.com/2021/11/difference-distributed-learning-federated-learning-algorithms.html
[1] https://www.kdnuggets.com/2019/07/data-pre-processing-optimizing-regression-model-performance.html
[1] https://www.kdnuggets.com/2021/11/10-ai-project-ideas-computer-vision.html

Top Domains
Top Domains in Tweet in Entire Graph:
[2930] kdnuggets.com
[50] twitter.com
[36] twinybots.ch
[33] bah.com
[30] medium.com
[20] towardsdatascience.com
[16] nodexlgraphgallery.org
[13] finextra.com
[13] nvidia.com
[12] forbes.com

Top Domains in Tweet in G1:
[774] kdnuggets.com
[17] towardsdatascience.com
[17] medium.com
[17] twitter.com
[12] nvidia.com
[10] zoho.com
[7] 365datascience.com
[7] dremio.com
[6] paper.li
[5] substack.com

Top Domains in Tweet in G2:
[759] kdnuggets.com
[28] bah.com
[11] medium.com
[8] twinybots.ch
[8] freecodecamp.org
[7] twitter.com
[6] jadbio.com
[5] analyticsindiamag.com
[4] finextra.com
[2] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[820] kdnuggets.com
[12] nodexlgraphgallery.org
[11] forbes.com
[9] twinybots.ch
[9] faveeo.com
[6] twitter.com
[4] cloudfactory.com
[4] springboard.com
[3] finextra.com
[3] bah.com

Top Domains in Tweet in G4:
[112] kdnuggets.com
[9] twitter.com
[8] twinybots.ch
[2] datasciencedailynews.com
[2] nodexlgraphgallery.org
[1] bah.com

Top Domains in Tweet in G5:
[44] kdnuggets.com
[6] finextra.com
[3] twinybots.ch
[2] toolbox.com
[1] speedwaymedia.com
[1] putmanmedia.com

Top Domains in Tweet in G6:
[213] kdnuggets.com
[6] twitter.com
[6] twinybots.ch
[4] machinelearningmastery.in
[1] jdon.com
[1] t.me
[1] okt.to
[1] gf-accord.biz
[1] cmun.it

Top Domains in Tweet in G7:
[37] kdnuggets.com
[1] medium.com
[1] chirpty.com

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

Top Domains in Tweet in G9:
[26] kdnuggets.com
[1] techbullion.com
[1] analyticsinsight.net
[1] t.co

Top Domains in Tweet in G10:
[25] kdnuggets.com
[1] twinybots.ch
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2358] ai
[2098] datascience
[1714] python
[1505] machinelearning
[1379] bigdata
[1254] analytics
[1034] iot
[957] iiot
[810] kdn
[706] pytorch



Top Hashtags in Tweet in G1:
[598] kdn
[265] datascience
[246] machinelearning
[172] ai
[151] python
[78] tech
[69] businessintelligence
[66] technology
[65] innovations
[51] analytics

Top Hashtags in Tweet in G2:
[1142] datascience
[1075] ai
[1049] python
[841] bigdata
[788] machinelearning
[754] analytics
[678] iot
[613] iiot
[432] rstats
[431] pytorch

Top Hashtags in Tweet in G3:
[685] ai
[485] ml
[246] datascience
[216] machinelearning
[160] bigdata
[138] python
[90] analytics
[57] kdn
[57] data
[51] iot

Top Hashtags in Tweet in G4:
[306] datascience
[276] bigdata
[275] analytics
[268] python
[268] ai
[244] iot
[243] iiot
[185] rstats
[182] pytorch
[165] dotnet

Top Hashtags in Tweet in G5:
[49] ai
[42] datascience
[36] machinelearning
[21] data
[20] coding
[20] python
[19] analytics
[16] deeplearning
[13] artificialintelligence
[12] bigdata

Top Hashtags in Tweet in G6:
[11] datascience
[10] ai
[9] bigdata
[9] deeplearning
[8] learning
[6] ml
[5] machinelearning
[4] data
[4] dataengineering
[4] analytics

Top Hashtags in Tweet in G7:
[23] machinelearning
[19] datascience
[8] ai
[5] python
[3] iot
[3] kdn
[2] data
[2] bigdata
[2] datablending
[2] opensource

Top Hashtags in Tweet in G8:
[34] robots
[34] robotics
[34] artificialintelligence
[34] ml
[34] dl
[1] python
[1] kdn

Top Hashtags in Tweet in G9:
[23] ai
[11] artificialintelligence
[6] machinelearning
[6] computervision
[6] innovation
[5] businessintelligence
[3] data
[2] datascience
[2] bias
[2] python

Top Hashtags in Tweet in G10:
[55] datascience
[55] bigdata
[50] analytics
[49] python
[47] ai
[44] iiot
[40] iot
[33] pytorch
[31] rstats
[27] dotnet

Top Words
Top Words in Tweet in Entire Graph:
[2358] #ai
[2098] #datascience
[2027] kdnuggets
[1714] #python
[1505] #machinelearning
[1379] #bigdata
[1254] #analytics
[1210] data
[1034] #iot
[957] #iiot

Top Words in Tweet in G1:
[851] kdnuggets
[598] #kdn
[265] #datascience
[246] #machinelearning
[207] data
[172] #ai
[151] #python
[107] news
[98] interesting
[81] model

Top Words in Tweet in G2:
[1142] #datascience
[1075] #ai
[1049] #python
[841] #bigdata
[788] #machinelearning
[754] #analytics
[678] #iot
[613] #iiot
[591] kdnuggets
[567] doxyaxone

Top Words in Tweet in G3:
[685] #ai
[485] #ml
[358] data
[327] kdnuggets
[246] #datascience
[229] learning
[216] #machinelearning
[164] machine
[160] #bigdata
[149] science

Top Words in Tweet in G4:
[306] #datascience
[276] #bigdata
[275] #analytics
[268] #python
[268] #ai
[244] #iot
[243] #iiot
[196] doxyaxone
[185] #rstats
[182] #pytorch

Top Words in Tweet in G5:
[49] #ai
[45] kdnuggets
[42] #datascience
[36] #machinelearning
[25] hakomtimeseries
[21] #data
[20] #coding
[20] #python
[19] #analytics
[16] #deeplearning

Top Words in Tweet in G6:
[102] data
[44] science
[40] learning
[29] machine
[29] kdnuggets
[24] ai
[23] project
[17] top
[17] ideas
[17] using

Top Words in Tweet in G7:
[28] machine
[28] learning
[23] #machinelearning
[19] #datascience
[12] data
[12] using
[11] machinelearnflx
[11] datasciencedojo
[10] kdnuggets
[8] science

Top Words in Tweet in G8:
[37] ronald_vanloon
[37] gigadgets_
[34] supermarket
[34] restaurant
[34] hires
[34] #robots
[34] serve
[34] food
[34] #robotics
[34] #artificialintelligence

Top Words in Tweet in G9:
[23] #ai
[19] data
[15] science
[12] artificialnow
[11] kdnuggets
[11] #artificialintelligence
[11] swisscognitive
[9] look
[9] machine
[9] learning

Top Words in Tweet in G10:
[55] #datascience
[55] #bigdata
[50] #analytics
[49] #python
[47] #ai
[44] #iiot
[42] doxyaxone
[40] #iot
[33] #pytorch
[31] #rstats

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[999] #bigdata,#analytics
[932] #analytics,#ai
[913] #iot,#iiot
[834] #ai,#datascience
[831] #python,#bigdata
[752] #datascience,#iot
[563] #iiot,#pytorch
[542] #rstats,#dotnet
[482] #ai,#ml
[447] #pytorch,#rstats

Top Word Pairs in Tweet in G1:
[98] interesting,news
[74] kdnuggets,#tech
[67] #tech,#businessintelligence
[66] #businessintelligence,#ai
[65] #ai,#innovations
[65] #innovations,#technology
[52] #machinelearning,#kdn
[52] #kdn,kdnuggets
[50] dimgiapp,twitted
[50] twitted,interesting

Top Word Pairs in Tweet in G2:
[650] #bigdata,#analytics
[582] #analytics,#ai
[577] #iot,#iiot
[534] #ai,#datascience
[525] #python,#bigdata
[473] #datascience,#iot
[352] #iiot,#pytorch
[331] #rstats,#dotnet
[275] #pytorch,#rstats
[231] #dotnet,#c

Top Word Pairs in Tweet in G3:
[432] #ai,#ml
[156] machine,learning
[149] data,science
[84] #ai,#machinelearning
[61] #datascience,#ai
[56] kdnuggets,#datascience
[48] #bigdata,#analytics
[46] #data,#bigdata
[46] #ai,#aiio
[44] data,scientist

Top Word Pairs in Tweet in G4:
[245] #bigdata,#analytics
[241] #analytics,#ai
[241] #iot,#iiot
[219] #python,#bigdata
[209] #ai,#datascience
[205] #datascience,#iot
[165] #rstats,#dotnet
[146] #iiot,#pytorch
[130] #pytorch,#rstats
[111] #dotnet,#c

Top Word Pairs in Tweet in G5:
[24] #ai,#machinelearning
[18] kdnuggets,#datascience
[16] #datascience,#data
[16] #data,#analytics
[14] #analytics,#ai
[14] #machinelearning,#deeplearning
[13] machine,learning
[13] #machinelearning,#deeplea
[12] jblefevre60,role
[12] role,models

Top Word Pairs in Tweet in G6:
[44] data,science
[24] machine,learning
[16] project,ideas
[12] data,scientist
[11] 19,data
[11] science,project
[11] ideas,beginners
[11] data,scientists
[10] deep,learning
[8] don,waste

Top Word Pairs in Tweet in G7:
[28] machine,learning
[8] data,science
[7] understanding,cancer
[7] cancer,using
[7] using,machine
[7] learning,#machinelearning
[7] article,create
[7] create,automated
[7] automated,machine
[7] learning,web

Top Word Pairs in Tweet in G8:
[34] ronald_vanloon,supermarket
[34] supermarket,restaurant
[34] restaurant,hires
[34] hires,#robots
[34] #robots,serve
[34] serve,food
[34] food,gigadgets_
[34] gigadgets_,#robotics
[34] #robotics,#artificialintelligence
[34] #artificialintelligence,#ml

Top Word Pairs in Tweet in G9:
[15] data,science
[9] machine,learning
[8] differences,between
[8] between,coding
[8] coding,data
[8] science,machine
[7] artificialnow,differences
[7] #ai,#artificialintelligence
[6] look,great
[6] great,#computervision

Top Word Pairs in Tweet in G10:
[45] #bigdata,#analytics
[42] #analytics,#ai
[40] #iot,#iiot
[39] #python,#bigdata
[36] #ai,#datascience
[34] #datascience,#iot
[28] #iiot,#pytorch
[27] #rstats,#dotnet
[21] #pytorch,#rstats
[18] #dotnet,#c

Top Replied-To
Top Replied-To in Entire Graph:
@dimgiapp
@kdnuggets
@hakomtimeseries
@ronald_vanloon
@spirosmargaris
@ipfconline1
@zt_exchange
@biscorecard
@women_in_ai
@braincuresltd

Top Replied-To in G1:
@dimgiapp
@kdnuggets
@datakimist
@flexinja
@spirosmargaris
@bdk
@peculiarlymine
@bach948393
@rhysmurage

Top Replied-To in G2:
@hakomtimeseries
@ipfconline1
@zorracs
@wearejadbio
@kevinclarity
@kirkdborne
@ronald_vanloon
@evankirstel

Top Replied-To in G3:
@women_in_ai
@braincuresltd
@longevitytech
@nodexlacademy
@kdnuggets
@ofodum_tochukwu
@ipfconline1
@spirosmargaris

Top Replied-To in G4:
@this0499154500
@jurczyk

Top Replied-To in G5:
@hakomtimeseries
@jblefevre60
@debashis_dutta
@khulood_almani
@chidambara09
@mcmcgregory
@jeancayeux
@spirosmargaris

Top Replied-To in G8:
@ronald_vanloon

Top Replied-To in G10:
@biscorecard
@data_nerd

Top Mentioned
Top Mentioned in Entire Graph:
@kdnuggets
@doxyaxone
@ipfconline1
@ronald_vanloon
@kirkdborne
@eli_krumova
@jblefevre60
@aichatter
@thejupaul
@spirosmargaris

Top Mentioned in G1:
@kdnuggets
@dimgiapp
@aichatter
@nvidia
@zohoanalytics
@kirkdborne
@deepmind
@dronemodel
@dremio
@365datascience

Top Mentioned in G2:
@doxyaxone
@kdnuggets
@ipfconline1
@eli_krumova
@thejupaul
@kirkdborne
@spirosmargaris
@ronald_vanloon
@clubsignage
@m

Top Mentioned in G3:
@kdnuggets
@aichatter
@ipfconline1
@doxyaxone
@sallyeaves
@terence_mills
@kevin_jackson
@jblefevre60
@schmarzo
@ronald_vanloon

Top Mentioned in G4:
@doxyaxone
@kdnuggets
@richardeudes
@ipfconline1
@thejupaul
@jblefevre60
@ronald_vanloon
@spirosmargaris
@kirkdborne
@abhayparashar_p

Top Mentioned in G5:
@kdnuggets
@hakomtimeseries
@jblefevre60
@sebbourguignon
@spirosmargaris
@mvollmer1
@shi4tech
@sallyeaves
@tobiaskintzel

Top Mentioned in G6:
@bigdatanova
@1davidclarke

Top Mentioned in G7:
@machinelearnflx
@datasciencedojo
@kdnuggets
@ronald_vanloon
@knime
@dennisganzaroli
@eli_krumova
@faviovaz
@medium
@kirkdborne

Top Mentioned in G8:
@gigadgets_
@ronald_vanloon
@kdnuggets
@maxjcm
@xbrlstandard
@downloaderbot

Top Mentioned in G9:
@artificialnow
@swisscognitive
@kdnuggets
@welcomeai
@curieu
@etzioni
@andi_staub
@gp_pulipaka
@nathanbenaich
@danfiehn

Top Mentioned in G10:
@doxyaxone
@kdnuggets
@data_nerd
@kirkdborne
@bigdata
@bentaylordata
@aheineike
@furukama
@bobehayes
@sheraj99

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@downloaderbot
@cybersec_feeds
@chidambara09
@piyuanker12
@xaelbot
@javascriptd
@codedailybot
@evankirstel
@thedeveloperbot

Top Tweeters in G1:
@aldoceccarelli
@uncjay1
@vievararosel
@jborrego
@sshin6591
@developerbot_v1
@techcrunch
@perrybenoist
@joseph_santoro
@rish_ark_

Top Tweeters in G2:
@sectest9
@cybersec_feeds
@chidambara09
@piyuanker12
@xaelbot
@codedailybot
@evankirstel
@thedeveloperbot
@cybersecurityn8
@ipythonistabot

Top Tweeters in G3:
@dataaugmented
@ml_tweet_bot
@ssxman2
@nicochan33
@akwyz
@ricardo_ik_ahau
@education_24x7
@agitatorsneeded
@the404code
@debraruh

Top Tweeters in G4:
@javascriptd
@coder_487
@calcaware
@discriminantbot
@_reactdev
@ene3112
@equallybalance
@manifattura40
@abubakarmundir
@rahul05ranjan

Top Tweeters in G5:
@fintechna
@lollydaskal
@shi4tech
@gvalan
@lkafle
@rldi_lamy
@grattonboy
@advanceml
@fabriziobustama
@conpsweeney

Top Tweeters in G6:
@jmescoda
@chandanrtcs
@stanleyepstein
@gfradelos
@ainewsfeed
@joyalatta
@twickta
@fernand0
@tomordonez
@sureshrukman

Top Tweeters in G7:
@machinelearnflx
@opensource_orgs
@bungobot1
@newsneus
@jdegra
@likeandretweet6
@82jjc
@_oliviabot
@saudi_euni
@olctoday

Top Tweeters in G8:
@downloaderbot
@xbrlstandard
@lrasquilha
@artist_hb
@pavelpe29680089
@albertvaliev
@vickydmeindian
@akawombat42
@kakmidah
@plasticolaser

Top Tweeters in G9:
@artificialbra1n
@jacobussystems
@preciso_com
@yvesmulkers
@adamsconsulting
@hernangraffe
@vladobotsvadze
@bigdatablogs
@norbertpiske
@samadovaabditch

Top Tweeters in G10:
@serverlessfan
@data_nerd
@grjenkin
@whopcod
@drdatascientist
@bobehayes
@jeremywaite
@furukama
@josharhoads
@drewconway