%22machine learning%22, Twitter, 1/16/2021 1:44:38 AM, 245715
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%22machine learning%22_2021-01-15_16-51-25.xlsx
"machine learning"_2021-01-15_16-51-25.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
January 16, 2021
Short Description:
"machine learning" via NodeXL https://bit.ly/3bH0PtZ
@ml_tweet_bot
@prasoonpratham
@omarsar0
@prathkum
@gp_pulipaka
@uncx_token
@omkar_raii
@epuujee
@yearnmlfinance
@stand_with_hk

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

Description:
Description
The graph represents a network of 4,473 Twitter users whose tweets in the requested range contained ""machine learning"", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 16 January 2021 at 01:05 UTC.

The requested start date was Friday, 15 January 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 2-day, 21-hour, 16-minute period from Tuesday, 12 January 2021 at 03:44 UTC to Friday, 15 January 2021 at 01:00 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 : 4473
Unique Edges : 3128
Edges With Duplicates : 13478
Total Edges : 16606
Number of Edge Types : 5
Retweet : 6118
MentionsInRetweet : 7464
Tweet : 1554
Mentions : 1263
Replies to : 207
Self-Loops : 1611
Reciprocated Vertex Pair Ratio : 0.0126654333285897
Reciprocated Edge Ratio : 0.0250140528386734
Connected Components : 410
Single-Vertex Connected Components : 151
Maximum Vertices in a Connected Component : 3516
Maximum Edges in a Connected Component : 15504
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.683516
Graph Density : 0.000355742085188531
Modularity : 0.361147
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 4,473 Twitter users whose tweets in the requested range contained "%22machine learning%22", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 16 January 2021 at 01:05 UTC.

The requested start date was Friday, 15 January 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 2-day, 21-hour, 16-minute period from Tuesday, 12 January 2021 at 03:44 UTC to Friday, 15 January 2021 at 01:00 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 : %22machine learning%22
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:
[76] https://www.analyticsvidhya.com/blog/2021/01/a-quick-overview-of-regression-algorithms-in-machine-learning/
[72] https://twinybots.ch/
[71] https://www.edx.org/course/machine-learning-with-python-from-linear-models-to
[59] https://t.me/YMLNews
[46] https://arxiv.org/
[36] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Finteractive-machine-learning-and-data-visualization-with-streamlit-7108c5032144
[33] https://dev.to/hb/30-machine-learning-ai-data-science-project-ideas-gf5
[32] https://www.forbes.com/sites/louiscolumbus/2021/01/10/top-25-machine-learning-startups-to-watch-in-2021-based-on-crunchbase/
[31] https://elephantscale.github.io/guided-machine-learning/
[29] https://www.forbes.com/sites/louiscolumbus/2021/01/10/top-25-machine-learning-startups-to-watch-in-2021-based-on-crunchbase/?sh=2032783a4038

Top URLs in Tweet in G1:
[42] https://twinybots.ch/
[23] https://www.forbes.com/sites/louiscolumbus/2021/01/10/top-25-machine-learning-startups-to-watch-in-2021-based-on-crunchbase/
[14] https://aws.amazon.com/blogs/machine-learning/using-machine-learning-to-predict-vessel-time-of-arrival-with-amazon-sagemaker/
[12] https://builtin.com/machine-learning/bias-machine-learning
[10] https://www.fda.gov/news-events/press-announcements/fda-releases-artificial-intelligencemachine-learning-action-plan
[10] https://spectrum.ieee.org/the-institute/ieee-member-news/this-aws-machine-learning-manager-is-rooting-out-bias-in-ai-programs
[9] https://www.mathworks.com/solutions/machine-learning/resources.html?s_eid=psm_dl&source=23016
[9] https://spectrum.ieee.org/tech-talk/artificial-intelligence/machine-learning/facial-recognition-and-the-us-capitol-insurrection
[8] https://jsfeeds.com/details/smashing-podcast-episode-33-with-charlie-gerard-what-is-machine-learning-5ffe2f974a583308264dab74?s=rss
[8] https://www.analyticsvidhya.com/blog/2021/01/a-quick-overview-of-regression-algorithms-in-machine-learning/

Top URLs in Tweet in G2:
[59] https://www.analyticsvidhya.com/blog/2021/01/a-quick-overview-of-regression-algorithms-in-machine-learning/
[45] https://arxiv.org/
[33] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Finteractive-machine-learning-and-data-visualization-with-streamlit-7108c5032144
[31] https://dev.to/hb/30-machine-learning-ai-data-science-project-ideas-gf5
[29] https://elephantscale.github.io/guided-machine-learning/
[23] https://www.amazon.com/Machine-Learning-Absolute-Beginners-Introduction-ebook/dp/B07335JNW1/ref=as_li_ss_tl?dchild=1&keywords=machine+learning&qid=1600290526&sr=8-3&linkCode=sl1&tag=shehan0c-20&linkId=162ea490cb3e7c456e0bc95b67443f03&language=en_US
[23] https://www.amazon.com/Hundred-Page-Machine-Learning-Book/dp/199957950X/ref=as_li_ss_tl?dchild=1&keywords=machine+learning&qid=1600290660&sr=8-2&linkCode=sl1&tag=shehan0c-20&linkId=2ba99845cc42a6894c45588c4f4c6b19&language=en_US
[23] https://medium.com/towards-artificial-intelligence/building-neural-networks-with-python-code-and-math-in-detail-ii-bbe8accbf3d1?source=friends_link&sk=41f329ab1ac53251578a42db2684b9a0
[23] https://dzone.com/articles/how-machine-learning-and-artificial-intelligence-h
[22] https://www.forbes.com/sites/louiscolumbus/2021/01/10/top-25-machine-learning-startups-to-watch-in-2021-based-on-crunchbase/?sh=2032783a4038

Top URLs in Tweet in G3:
[53] https://www.edx.org/course/machine-learning-with-python-from-linear-models-to
[16] https://www.theinsaneapp.com/2020/12/download-free-machine-learning-books.html
[6] https://zpy.io/ca/e132603f
[3] https://www.7wdata.be/data-analysis/how-machine-learning-and-ai-will-impact-engineering/
[2] https://www.datasciencecentral.com/profiles/blogs/essential-machine-learning-algorithms-that-data-analysts-need-to?utm_content=151335013&utm_medium=social&utm_source=linkedin&hss_channel=lcp-3740012
[2] https://techbeacon.com/security/ai-cybersecurity-why-machine-learning-threat-detection-game-changer
[2] https://dev.biologists.org/content/148/1/dev188474
[2] https://bdtechtalks.com/2020/09/23/machine-learning-mathematics/
[2] https://www.pythonstacks.com/free-books/category/machine-learning
[2] https://zpy.io/ca/fe3f6e08

Top URLs in Tweet in G4:
[21] https://www.forbes.com/sites/louiscolumbus/2021/01/10/top-25-machine-learning-startups-to-watch-in-2021-based-on-crunchbase/?sh=3e35f2854038
[7] https://www.datasciencelearner.com/types-of-machine-learning-new-approach-with-differences/
[3] https://thedatascientist.com/data-science-machine-learning-cheatsheets/
[3] https://www.mygreatlearning.com/blog/machine-learning-to-solve-climate-change/
[3] https://marutitech.com/machine-learning-in-supply-chain/
[3] https://medium.com/towards-artificial-intelligence/machine-learning-algorithms-for-beginners-with-python-code-examples-ml-19c6afd60daa
[3] https://venturebeat.com/2020/12/30/you-dont-code-do-machine-learning-straight-from-microsoft-excel/?utm_content=bufferd73fb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.news-medical.net/news/20210111/New-machine-learning-workflows-for-better-prediction-of-psychosis.aspx?utm_content=buffer90f3f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.mygreatlearning.com/blog/sources-for-analytics-and-machine-learning-datasets/
[2] https://machinelearningmastery.com/types-of-classification-in-machine-learning/

Top URLs in Tweet in G5:
[6] http://www.globalbigdataconference.com/news/146122/data-science-vs-machine-learning-vs-ai-how-they-work-together.html
[6] https://searchbusinessanalytics.techtarget.com/feature/Data-science-vs-machine-learning-vs-AI-How-they-work-together?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.analyticsvidhya.com/blog/2021/01/a-quick-overview-of-regression-algorithms-in-machine-learning/
[5] https://twinybots.ch/
[4] https://medium.com/the-innovation/130-machine-learning-projects-solved-and-explained-605d188fb392
[4] https://www.datasciencecentral.com/profiles/blogs/new-data-science-cheat-sheet
[3] https://builtin.com/data-science/best-data-science-company-blogs-machine-learning
[2] http://brainstormingbox.org/10-free-must-read-data-science-and-machine-learning-e-books-in-2020/
[2] https://builtin.com/machine-learning/bias-machine-learning
[2] https://www.udemy.com/course/data-science-and-machine-learning-projects-mastery/?couponCode=SPECIAL_TDS

Top URLs in Tweet in G6:
[4] https://twinybots.ch/
[3] https://tweetedtimes.com/v/14985?s=rgp
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-00023-0
[2] https://arxiv.org/abs/2101.03989
[2] https://smashingmagazine.com/2021/01/smashing-podcast-episode-33/
[2] https://twitter.com/awscloud/status/1348109452373872640
[2] http://hdl.handle.net/10757/653843?utm_source=dlvr.it&utm_medium=twitter
[2] https://arxiv.org/abs/2101.04383
[2] https://enterprisetalk.com/featured/boosting-machine-learning-performance/?utm_source=GaggleAMP-North%20America&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=General%20Tech%20(GaggleAMP)&utm_content=for-companies-to-have-the-right-data-for-ml-there-needs-to-be-a-2839287
[2] https://www.7wdata.be/big-data/8-factors-shaping-the-future-of-big-data-machine-learning-and-ai/?utm_source=twitter&utm_medium=7wdata&utm_campaign=mp-rss-24-7wBlog

Top URLs in Tweet in G7:
[14] https://probml.github.io/pml-book/book1.html
[8] https://github.com/ml-tooling/best-of-ml-python
[7] https://www.reddit.com/r/MachineLearning/comments/ku9x6c/d_100_free_machine_learning_and_deep_learning/
[4] https://www.reddit.com/r/MachineLearning/comments/kx8e13/p_bestofmlpython_a_ranked_list_of_awesome_machine/
[2] https://www.lifewithdata.org/newsletter/mlutd31
[1] https://github.com/Developer-Y/cs-video-courses#math-for-computer-scientist
[1] https://github.com/MacroAnalyst/Linear_Algebra_With_Python
[1] https://twitter.com/slashML/status/1349756690921451520
[1] https://www.youtube.com/watch?v=QWQB2aF8XB8&feature=youtu.be

[1] https://www.theinsaneapp.com/2020/12/download-free-machine-learning-books.html

Top URLs in Tweet in G8:
[4] https://www.edx.org/course/machine-learning-with-python-from-linear-models-to
[1] https://www.kaggle.com/rounakbanik/the-movies-dataset
[1] https://www.amazon.com/Machine-Learning-Absolute-Beginners-Introduction-ebook/dp/B07335JNW1/ref=as_li_ss_tl?dchild=1&keywords=machine+learning&qid=1600290526&sr=8-3&linkCode=sl1&tag=shehan0c-20&linkId=162ea490cb3e7c456e0bc95b67443f03&language=en_US
[1] https://www.amazon.com/Hundred-Page-Machine-Learning-Book/dp/199957950X/ref=as_li_ss_tl?dchild=1&keywords=machine+learning&qid=1600290660&sr=8-2&linkCode=sl1&tag=shehan0c-20&linkId=2ba99845cc42a6894c45588c4f4c6b19&language=en_US
[1] https://github.com/EpistasisLab/pmlb
[1] https://twitter.com/faruk_mustafic/status/1349112575947141121
[1] https://twitter.com/haltakov/status/1349098267246817288
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DvkXEHpuu03A%26ab_channel%3DAbhishekThakur&q=EgS4SO-bGLf2iIAGIhkA8aeDSxcVBViBDlAExW1OTD5ogB9jl_VPMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DvkXEHpuu03A%26ab_channel%3DAbhishekThakur&q=EgS4SO-bGJnyiIAGIhkA8aeDSzRFysAVVR2yb5ST2BwYgyf1IA7TMgFy
[1] https://www.zdnet.com/article/top-8-trends-shaping-digital-transformation-in-2021/

Top URLs in Tweet in G9:
[4] https://futurism.com/neural-network-mutated-looking-animals
[3] https://hbr.org/2021/01/when-machine-learning-goes-off-the-rails?utm_medium=social&utm_campaign=hbr&utm_source=twitter&tpcc=orgsocial_edit
[1] https://www.business-standard.com/article/companies/power-sector-regulator-to-embrace-ai-machine-learning-to-boost-functioning-121011200434_1.html

Top URLs in Tweet in G10:
[6] https://twinybots.ch/
[4] https://deepai.org/machine-learning-glossary-and-terms/generative-adversarial-network
[3] https://deepai.org/machine-learning-glossary-and-terms/perceptron
[3] https://deepai.org/machine-learning-glossary-and-terms/linear-programming
[3] https://www.edx.org/course/machine-learning-with-python-from-linear-models-to
[2] https://deepai.org/machine-learning-glossary-and-terms/sigmoidal-nonlinearity
[2] https://deepai.org/machine-learning-glossary-and-terms/rectified-linear-units
[2] https://deepai.org/machine-learning-glossary-and-terms/neural-network
[2] https://deepai.org/machine-learning-glossary-and-terms/particle-swarm-optimization
[2] https://deepai.org/machine-learning-glossary-and-terms/gated-neural-network

Top Domains
Top Domains in Tweet in Entire Graph:
[334] medium.com
[270] amazon.com
[124] arxiv.org
[117] forbes.com
[110] twitter.com
[78] google.com
[77] analyticsvidhya.com
[72] twinybots.ch
[71] edx.org
[71] github.io

Top Domains in Tweet in G1:
[69] amazon.com
[66] medium.com
[49] neurons.ai
[45] twitter.com
[45] forbes.com
[42] twinybots.ch
[36] google.com
[33] arxiv.org
[30] ieee.org
[22] youtube.com

Top Domains in Tweet in G2:
[225] medium.com
[171] amazon.com
[59] analyticsvidhya.com
[47] arxiv.org
[41] media4you.social
[35] forbes.com
[32] dev.to
[32] blogspot.com
[30] github.io
[30] freecoursesitenet.com

Top Domains in Tweet in G3:
[53] edx.org
[16] theinsaneapp.com
[15] zpy.io
[3] medium.com
[3] 7wdata.be
[3] amazon.com
[2] datasciencecentral.com
[2] github.com
[2] techbeacon.com
[2] biologists.org

Top Domains in Tweet in G4:
[23] forbes.com
[7] datasciencelearner.com
[6] medium.com
[5] mygreatlearning.com
[3] thedatascientist.com
[3] marutitech.com
[3] ieee.org
[3] venturebeat.com
[3] news-medical.net
[3] linkedin.com

Top Domains in Tweet in G5:
[16] medium.com
[7] twitter.com
[7] techtarget.com
[7] builtin.com
[6] globalbigdataconference.com
[6] analyticsvidhya.com
[5] google.com
[5] twinybots.ch
[4] datasciencecentral.com
[4] udemy.com

Top Domains in Tweet in G6:
[30] arxiv.org
[8] linkedin.com
[5] medium.com
[4] nature.com
[4] google.com
[4] smashingmagazine.com
[4] forbes.com
[4] twinybots.ch
[4] tweetedtimes.com
[4] 7wdata.be

Top Domains in Tweet in G7:
[14] github.io
[11] reddit.com
[10] github.com
[2] google.com
[2] lifewithdata.org
[2] eugeneyan.com
[2] twiecki.io
[1] twitter.com
[1] youtube.com
[1] theinsaneapp.com

Top Domains in Tweet in G8:
[4] edx.org
[4] google.com
[2] amazon.com
[2] github.com
[2] twitter.com
[1] kaggle.com
[1] zdnet.com
[1] medium.com
[1] buzzchronicles.com

Top Domains in Tweet in G9:
[4] futurism.com
[3] hbr.org
[1] business-standard.com

Top Domains in Tweet in G10:
[24] deepai.org
[6] twinybots.ch
[4] medium.com
[3] edx.org
[2] wandb.ai
[2] zpy.io
[2] guidehouse.com
[2] webdevelopmenthelp.net
[2] remotify.me
[1] barracuda.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2118] machinelearning
[1571] ai
[1243] datascience
[1061] python
[935] bigdata
[801] analytics
[687] iot
[571] iiot
[467] ml
[467] 100daysofcode



Top Hashtags in Tweet in G1:
[357] machinelearning
[215] ai
[97] ml
[93] learning
[90] datascience
[77] bigdata
[59] python
[49] deeplearning
[47] artificialintelligence
[42] analytics

Top Hashtags in Tweet in G2:
[1415] machinelearning
[1043] datascience
[1019] ai
[955] python
[796] bigdata
[714] analytics
[621] iot
[524] iiot
[433] 100daysofcode
[422] rstats

Top Hashtags in Tweet in G3:
[64] machinelearning
[15] ad
[8] datascience
[7] iot
[6] bigdata
[5] analytics
[5] iiot
[5] python
[4] ai
[3] rstats

Top Hashtags in Tweet in G4:
[83] machinelearning
[80] ai
[29] datascience
[18] artificialintelligence
[18] ml
[15] analytics
[14] bigdata
[12] ces2021
[12] iot
[12] python

Top Hashtags in Tweet in G5:
[44] machinelearning
[31] ai
[28] datascience
[26] learning
[23] deeplearning
[23] featured
[23] courses
[15] ml
[14] science
[14] bigdata

Top Hashtags in Tweet in G6:
[18] machinelearning
[11] ai
[5] startup
[4] deeplearning
[4] datascience
[4] learning
[4] data
[3] bigdata
[3] ml
[2] artificialintelligence

Top Hashtags in Tweet in G7:
[4] datascience
[4] machinelearning
[3] python
[2] bigdata
[2] analytics
[2] iot
[2] iiot
[2] pytorch
[2] rstats
[1] featured

Top Hashtags in Tweet in G8:
[28] foundationsofml
[3] datascience
[2] machinelearning
[2] python
[2] bigdata
[1] analytics
[1] iot
[1] iiot
[1] rstats

Top Hashtags in Tweet in G9:
[66] ai
[66] ml
[1] deeplearning
[1] artificialintelligence
[1] javascript
[1] programming
[1] aas237
[1] healthcare
[1] ethics

Top Hashtags in Tweet in G10:
[24] machinelearning
[9] neuralnetwork
[6] ai
[6] learning
[4] python
[3] perceptron
[3] linearprogramming
[3] artificialintelligence
[2] activationfunction
[2] sigmoidalnonlinearity

Top Words
Top Words in Tweet in Entire Graph:
[6302] learning
[5988] machine
[2118] #machinelearning
[1571] #ai
[1415] data
[1243] #datascience
[1062] #python
[935] #bigdata
[896] science
[807] python

Top Words in Tweet in G1:
[1851] learning
[1794] machine
[357] #machinelearning
[280] data
[230] ai
[215] #ai
[190] artificial
[188] intelligence
[153] 2021
[131] using

Top Words in Tweet in G2:
[2148] learning
[1912] machine
[1415] #machinelearning
[1043] #datascience
[1019] #ai
[956] #python
[796] #bigdata
[714] #analytics
[621] #iot
[557] python

Top Words in Tweet in G3:
[285] learning
[283] machine
[228] development
[166] web
[113] prasoonpratham
[101] team
[95] computer
[92] prathkum
[77] data
[65] course

Top Words in Tweet in G4:
[83] #machinelearning
[80] #ai
[62] learning
[60] machine
[29] #datascience
[28] jblefevre60
[27] spirosmargaris
[26] 2021
[24] deeplearn007
[23] xbond49

Top Words in Tweet in G5:
[246] learning
[234] machine
[216] data
[161] science
[53] fart
[45] python
[44] #machinelearning
[31] #ai
[29] turd
[28] #datascience

Top Words in Tweet in G6:
[165] learning
[159] machine
[21] data
[18] #machinelearning
[13] using
[13] based
[13] ai
[11] #ai
[10] 2021
[8] more

Top Words in Tweet in G7:
[162] learning
[154] machine
[88] online
[87] probabilistic
[80] repo
[78] omarsar0
[73] insane
[73] around
[73] 800
[73] computer

Top Words in Tweet in G8:
[155] machine
[134] learning
[47] svpino
[31] start
[31] twitter
[29] today
[29] alejandropiad
[28] series
[28] #foundationsofml
[24] algorithms

Top Words in Tweet in G9:
[66] #ai
[66] #ml
[65] central
[65] electricity
[65] regulatory
[65] commission
[65] planning
[65] embrace
[65] infusing
[65] efficiency

Top Words in Tweet in G10:
[89] learning
[83] machine
[39] course
[38] notes
[38] graphs
[37] excellent
[37] set
[37] class
[37] stanford's
[37] cs224

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5830] machine,learning
[716] #bigdata,#analytics
[696] data,science
[557] #iot,#iiot
[543] #analytics,#datascience
[462] artificial,intelligence
[412] #python,#rstats
[368] #featured,#courses
[337] deep,learning
[333] bylilyv,#featured

Top Word Pairs in Tweet in G1:
[1729] machine,learning
[168] artificial,intelligence
[88] data,science
[83] ai,machine
[82] intelligence,machine
[79] deep,learning
[61] using,machine
[45] learning,deep
[42] #ai,#ml
[39] watch,2021

Top Word Pairs in Tweet in G2:
[1884] machine,learning
[654] #bigdata,#analytics
[513] #iot,#iiot
[501] #analytics,#datascience
[380] #python,#rstats
[361] data,science
[320] #featured,#courses
[285] bylilyv,#featured
[284] #datascience,#ai
[253] #iiot,#python

Top Word Pairs in Tweet in G3:
[281] machine,learning
[166] web,development
[61] learn,machine
[61] cyber,security
[61] security,data
[60] wanna,learn
[60] learning,web
[60] development,computer
[60] computer,networks
[60] networks,cyber

Top Word Pairs in Tweet in G4:
[60] machine,learning
[23] startups,watch
[23] watch,2021
[21] #machinelearning,startups
[21] 2021,spirosmargaris
[21] spirosmargaris,xbond49
[21] xbond49,psb_dc
[20] psb_dc,jblefevre60
[20] deeplearn007,#machinelearning
[17] jblefevre60,nigewill

Top Word Pairs in Tweet in G5:
[230] machine,learning
[153] data,science
[45] science,machine
[26] learning,data
[24] big,data
[23] bylilyv,#featured
[23] #featured,#courses
[19] artificial,intelligence
[19] dog,poo
[18] retweet,win

Top Word Pairs in Tweet in G6:
[158] machine,learning
[6] artificial,intelligence
[5] deep,learning
[4] using,machine
[4] smashing,podcast
[4] podcast,episode
[4] episode,33
[4] 33,charlie
[4] charlie,gerard
[4] gerard,machine

Top Word Pairs in Tweet in G7:
[154] machine,learning
[73] repo,insane
[73] insane,around
[73] around,800
[73] 800,computer
[73] computer,science
[73] science,online
[73] online,courses
[73] courses,ranging
[73] ranging,intro

Top Word Pairs in Tweet in G8:
[130] machine,learning
[28] twitter,series
[28] series,#foundationsofml
[28] #foundationsofml,today
[21] 10,machine
[21] learning,youtube
[21] youtube,videos
[21] videos,libraries
[21] libraries,algorithms
[21] algorithms,tools

Top Word Pairs in Tweet in G9:
[66] #ai,#ml
[65] central,electricity
[65] electricity,regulatory
[65] regulatory,commission
[65] commission,planning
[65] planning,embrace
[65] embrace,#ai
[65] #ml,infusing
[65] infusing,efficiency
[65] efficiency,productivity

Top Word Pairs in Tweet in G10:
[82] machine,learning
[38] learning,graphs
[37] excellent,set
[37] set,class
[37] class,notes
[37] notes,stanford's
[37] stanford's,cs224
[37] cs224,machine
[37] graphs,course
[37] course,anil

Top Replied-To
Top Replied-To in Entire Graph:
@ravinwashere
@car_mcnaught
@alejandropiad
@svpino
@kunfuponda
@pmddomingos
@hardmaru
@tierrapartners
@techconnectify
@prasoonpratham

Top Replied-To in G1:
@kunfuponda
@spotify
@darianvargas_a
@mrzackmorris
@choubisahitarth
@cmo_odisha
@spactraderintra
@asaritepee
@alperdemiroluk
@scott_lowe

Top Replied-To in G2:
@strat_ai
@random_walker
@w2ogroup
@ibm
@microsoft

Top Replied-To in G3:
@ravinwashere
@prasoonpratham
@snaxn
@uglyyorubadboy
@swarup58
@crazyphoton

Top Replied-To in G5:
@codenewbies
@annajmcdougall
@collegemenfess
@rn_tejas
@chrisgreening

Top Replied-To in G7:
@chipro

Top Replied-To in G8:
@alejandropiad
@svpino
@anas_abulehia
@divyajyotiuk
@abhi1thakur
@mollyycolllinss

Top Replied-To in G10:
@gongchatea

Top Mentioned
Top Mentioned in Entire Graph:
@gp_pulipaka
@bylilyv
@prasoonpratham
@spirosmargaris
@prathkum
@rasangarocks
@sourabhskatoch
@machinelearnflx
@omarsar0
@thisisgulshan

Top Mentioned in G1:
@into_ai
@machinelearnflx
@ainewsfeed
@datascience__
@bylilyv
@realtakedump
@gp_pulipaka
@louiscolumbus
@youtube
@samuel_wong_

Top Mentioned in G2:
@gp_pulipaka
@bylilyv
@rasangarocks
@sourabhskatoch
@thisisgulshan
@spirosmargaris
@eli_krumova
@ronald_vanloon
@haroldsinnott
@towards_ai

Top Mentioned in G3:
@prasoonpratham
@prathkum
@ravinwashere
@machinelearnflx
@datascience__
@gp_pulipaka
@catherineadenle
@swarup58
@shahedc
@yvesmulkers

Top Mentioned in G4:
@jblefevre60
@spirosmargaris
@deeplearn007
@xbond49
@psb_dc
@ipfconline1
@nigewill
@sallyeaves
@gp_pulipaka
@digitalcloudgal

Top Mentioned in G5:
@bylilyv
@clickonkaduna
@realtakedump
@mit_csail
@meddytweets
@govkaduna
@aishgrt
@stanfordhai
@mcqubit
@twickta

Top Mentioned in G6:
@smart_associate
@thepostsynaptic
@_cyberpunks_

Top Mentioned in G7:
@omarsar0
@chipro
@smolix
@slashml
@rasbt
@nyuaischool
@suzatweet
@andrewgwils
@pfau
@gp_pulipaka

Top Mentioned in G8:
@svpino
@alejandropiad
@abhi1thakur
@valaafshar
@prasoonpratham
@omarsar0
@al_grigor
@rasangarocks
@icymi_py
@gp_pulipaka

Top Mentioned in G9:
@omkar_raii
@harvardbiz
@setiinstitute
@futurism
@courseop
@fdl_ai

Top Mentioned in G10:
@lavanyaai
@weights_biases
@deep__ai
@machinelearnflx
@guidehousefsac
@ivangrov
@sentdex
@peter_washing
@sanjivnimantra
@hamidtaebi

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@engineersday
@chidambara09
@cybersec_feeds
@matiere
@libertad717
@femtech_
@evankirstel
@deejayiwan
@xaelbot

Top Tweeters in G1:
@engineersday
@rosenchild
@rssdealfeeds
@blackphysicists
@into_ai
@winobs
@ani
@beccanalia
@trekonomicsbot
@typewriternews

Top Tweeters in G2:
@sectest9
@chidambara09
@cybersec_feeds
@femtech_
@xaelbot
@codedailybot
@codegnuts
@rvp
@salomnm
@cybersecurityn8

Top Tweeters in G3:
@deejayiwan
@machinelearnflx
@a_jaden_
@ffrreemarkets
@yvesmulkers
@hal4
@entergalactic_
@michaelvonirvin
@charlyaztec
@cycleforward

Top Tweeters in G4:
@evankirstel
@ottlegalrebels
@trippbraden
@akwyz
@shicooks
@gvalan
@ilovebooks786
@openmarketingtv
@ganjasmokercb
@parvez1

Top Tweeters in G5:
@collegemenfess
@100xcode
@jishaq1
@epuujee
@afronola
@shakeel2846
@thebrotheruno
@ol4juwon
@sraza381
@twickta

Top Tweeters in G6:
@matiere
@fearncpn
@411emilio
@biconnections
@eurasiareview
@stanleyepstein
@cipherstorm
@lobachevscki
@cmsnice_com
@_botiiq

Top Tweeters in G7:
@nickasavet
@sabiiou
@imnickhuber
@trappedalien
@femi_abejide
@madmadamad
@cloudrocio
@ballforest
@manishrpandey
@ushysdar_

Top Tweeters in G8:
@valaafshar
@yogeshbang
@subhobrata1
@khoney
@your_pramod
@fulcrumcapacity
@mrfungfung
@chekree
@joelboniawotwi
@fahadgorain

Top Tweeters in G9:
@vievararosel
@chandachacon
@shrikant_stpib
@harvardbiz
@timothy007a
@oldtoonloon
@deepindex
@guruprasadk_
@ts7800
@rahulssg

Top Tweeters in G10:
@oyerista
@brainroaring
@empleosio
@lucian2drei
@blackpeopledata
@peteskomoroch
@hortarimar
@jobseekersclub
@aneesha
@harshraj28


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