%22machine learning%22, Twitter, 10/14/2022 11:46:03 PM, 282909
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%22machine learning%22_2022-10-14_16-28-15.xlsx
"machine learning"_2022-10-14_16-28-15.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
October 14, 2022
Short Description:
"machine learning" via NodeXL https://bit.ly/3EKddbh
@sumanth_077
@nicksinghtech
@alternative200
@itsafiz
@pyscalellc
@machinelearnflx
@doctorow
@enfusesolution
@sauain
@godfrey_g_

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

Description:
Description
The graph represents a network of 7,157 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 Friday, 14 October 2022 at 23:39 UTC.

The requested start date was Friday, 14 October 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 2-day, 8-hour, 15-minute period from Tuesday, 11 October 2022 at 15:45 UTC to Friday, 14 October 2022 at 00:00 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 : 7157
Unique Edges : 3821
Edges With Duplicates : 11171
Total Edges : 14992
Number of Edge Types : 5
Retweet : 4950
MentionsInRetweet : 5956
Tweet : 2261
Mentions : 1413
Replies to : 412
Self-Loops : 2350
Reciprocated Vertex Pair Ratio : 0.0177190268597947
Reciprocated Edge Ratio : 0.0348210584496338
Connected Components : 1651
Single-Vertex Connected Components : 772
Maximum Vertices in a Connected Component : 3222
Maximum Edges in a Connected Component : 9201
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.43402
Graph Density : 0.00014130490047816
Modularity : 0.496356
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 7,157 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 Friday, 14 October 2022 at 23:39 UTC.

The requested start date was Friday, 14 October 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 2-day, 8-hour, 15-minute period from Tuesday, 11 October 2022 at 15:45 UTC to Friday, 14 October 2022 at 00:00 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:
[51] https://www.freecodecamp.org/news/free-machine-learning-course-10-hourse/
[35] https://learndigital.withgoogle.com/digitalunlocked/course/machine-learning-crash-course
[31] https://builtin.com/artificial-intelligence/ai-ml-enterprise-technology
[24] https://twinybots.ch/
[18] https://www.quantamagazine.org/ai-model-links-smell-molecules-with-metabolic-processes-20221010/
[17] https://venturebeat.com/ai/how-ai-machine-learning-changing-phishing-game/
[16] https://www.technologyreview.com/2022/10/12/1060890/machine-learning-operations-offer-agility-spur-innovation/
[15] https://veille-cyber.com/how-ai-and-machine-learning-are-changing-the-phishing-game/
[15] https://www.mckinsey.com/capabilities/risk-and-resilience/our-insights/the-fight-against-money-laundering-machine-learning-is-a-game-changer
[15] https://media4you.social/career-development.html/#python

Top URLs in Tweet in G1:
[14] https://twinybots.ch/
[10] https://aimlacademy.blogspot.com/2022/10/deep-minds-alphazero-game-playing-ai.html
[8] https://twitter.com/doctorow/status/1579870621978460161
[8] https://www.technologyreview.com/2022/10/12/1060890/machine-learning-operations-offer-agility-spur-innovation/
[6] https://blog.google/technology/health/machine-learning-to-understand-proteins/
[6] https://azure.microsoft.com/en-us/updates/azure-machine-learning-public-preview-updates-for-october-2022ignite/
[6] https://builtin.com/artificial-intelligence/ai-ml-enterprise-technology
[5] https://www.schneier.com/blog/archives/2022/10/inserting-a-backdoor-into-a-machine-learning-system.html
[5] https://www.darkreading.com/application-security/hsbc-and-silent-eight-expand-machine-learning-partnership
[4] https://blog.google/technology/health/machine-learning-to-understand-proteins/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[23] https://builtin.com/artificial-intelligence/ai-ml-enterprise-technology
[16] https://venturebeat.com/ai/how-ai-machine-learning-changing-phishing-game/
[15] https://www.quantamagazine.org/ai-model-links-smell-molecules-with-metabolic-processes-20221010/
[15] https://veille-cyber.com/how-ai-and-machine-learning-are-changing-the-phishing-game/
[15] https://media4you.social/career-development.html/#python
[14] https://blog.re-work.co/ai-for-beginners-top-8-resources-for-learning-machine-learning/
[14] https://media4you.social/career-development.html#datascience
[12] https://www.amazon.com/Practical-Simulations-Machine-Learning-Synthetic/dp/1492089923?content-id=amzn1.sym.bf9ab26e-8cc3-46ed-9845-69cc0fbbb425:amzn1.sym.bf9ab26e-8cc3-46ed-9845-69cc0fbbb425&crid=2GCKMJ8K6JVD1&cv_ct_cx=machine+learning&keywords=machine+learning&pd_rd_i=1492089923&pd_rd_r=7586dc4e-044b-425d-aa57-d35d2cf00a61&pd_rd_w=yrwrD&pd_rd_wg=oCS1J&pf_rd_p=bf9ab26e-8cc3-46ed-9845-69cc0fbbb425&pf_rd_r=X37NGVHWKKCX57RAXCVT&qid=1665519631&qu=eyJxc2MiOiI2LjE4IiwicXNhIjoiNS44MSIsInFzcCI6IjYuMjAifQ%3D%3D&sprefix=machine+learni,aps,402&sr=1-1-889283d3-4d36-4ddb-a279-ec115df7f053-spons&psc=1&linkCode=sl1&tag=shehan0c-20&linkId=880c4e9925d417457352b558df3cb142&language=en_US&ref_=as_li_ss_tl
[12] https://www.amazon.com/dp/1119591511?psc=1&pd_rd_i=1119591511&pd_rd_w=JZ7rB&content-id=amzn1.sym.88097cb9-5064-44ef-891b-abfacbc1c44b&pf_rd_p=88097cb9-5064-44ef-891b-abfacbc1c44b&pf_rd_r=ATTT3KHKMZXP4W1MF3XX&pd_rd_wg=6dbKV&pd_rd_r=d262edd5-acac-4256-9545-e965a85779f7&s=books&sp_csd=d2lkZ2V0TmFtZT1zcF9kZXRhaWw&linkCode=sl1&tag=shehan0c-20&linkId=a05fb127d81bc89d0ce333def4ba64f8&language=en_US&ref_=as_li_ss_tl
[12] https://www.amazon.com/Programming-Machine-Learning-Zero-Deep/dp/1680506609?crid=1XZ33ZI6TGPWV&keywords=machine+learning+programming&qid=1665530525&qu=eyJxc2MiOiIwLjc0IiwicXNhIjoiMC4wMCIsInFzcCI6IjAuMDAifQ%3D%3D&sprefix=machine+learning+programmin,aps,561&sr=8-3&linkCode=sl1&tag=shehan0c-20&linkId=894bb8af22980e3bc8b7cc12a491ae26&language=en_US&ref_=as_li_ss_tl

Top URLs in Tweet in G3:
[5] https://www.coursera.org/specializations/machine-learning-introduction
[1] https://www.youtube.com/channel/UCGtqGYDxlzfgOnugpOcGxkA
[1] https://openlearninglibrary.mit.edu/courses/course-v1:MITx+6.036+1T2019/course/
[1] https://data-flair.training/blogs/machine-learning-algorithms/
[1] https://news.mit.edu/2021/machine-learning-adapts-0128

Top URLs in Tweet in G4:
[39] https://www.freecodecamp.org/news/free-machine-learning-course-10-hourse/
[3] https://www.forbes.com/sites/quora/2022/09/22/the-fundamental-difference-between-machine-learning-and-artificial-intelligence/
[2] https://www.kdnuggets.com/2020/11/top-python-libraries-data-science-data-visualization-machine-learning.html
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.datadriveninvestor.com%2Fday-26-60-days-of-data-science-and-machine-learning-series-5d317cea4cad
[2] https://medium.com/towards-artificial-intelligence/main-types-of-neural-networks-and-its-applications-tutorial-734480d7ec8e?source=friends_link&sk=24cb7c440bf6831b13b28bbc0437099b
[2] https://paperswithcode.com/
[2] https://github.com/ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
[2] https://learndigital.withgoogle.com/digitalunlocked/course/machine-learning-crash-course
[1] https://www.kdnuggets.com/2021/08/30-machine-learning-questions-answered.html
[1] https://www.eventbrite.com/e/women-in-machine-learning-workshop-wiml-2022-registration-427198942537

Top URLs in Tweet in G5:
[4] https://today.bnomial.com/?20221012
[2] https://www.assemblyai.com/blog/diffusion-models-for-machine-learning-introduction/
[2] https://today.bnomial.com/?20221011
[1] https://github.com/afshinea/stanford-cs-229-machine-learning
[1] https://www.datasciencecentral.com/data-accuracy-is-the-biggest-challenge-many-businesses-encounter-in-their-quest-to-cleanse-data-having-accurate-data-is-the-foundation-of-the-usefulness-of-data-in-all-its-stages-of-use/
[1] https://www.datasciencecentral.com/why-is-data-cleansing-the-best-way-to-obtain-more-accurate-future/
[1] https://github.com/MonitSharma/Learn-Quantum-Machine-Learning/blob/main/README.md

Top URLs in Tweet in G6:
[5] https://twitter.com/doctorow/status/1579870621978460161
[5] https://doctorow.medium.com/undetectable-undefendable-back-doors-for-machine-learning-2a1447586c5b?source=twitterShare-614aa78f7343-1665508639&_branch_match_id=link-1108430448243887884
[1] https://pluralistic.net/2022/10/11/rene-descartes-was-a-drunken-fart/
[1] https://twitter.com/doctorow/status/1579870635882602496
[1] https://tweetedtimes.com/v/1745
[1] https://twitter.com/doctorow/status/1579870683693056007
[1] https://twitter.com/doctorow/status/1579870624079843328
[1] https://link.medium.com/DDoWPe7U2tb

Top URLs in Tweet in G7:
[1] https://developers.google.com/machine-learning/crash-course/
[1] https://www.simplilearn.com/learn-machine-learning-basics-skillup
[1] https://www.youtube.com/watch?v=NWONeJKn6kc

[1] https://www.coursera.org/learn/machine-learning

Top URLs in Tweet in G8:
[6] https://tweetedtimes.com/v/14985
[4] https://today.bnomial.com/?20221012
[3] https://news.mit.edu/2022/machine-learning-edge-microcontroller-1004
[3] https://cloud.google.com/blog/products/ai-machine-learning/google-ai-agents-translation-documents-contact-centers?utm_source=twitter&utm_medium=unpaidsoc&utm_campaign=fy22q4-googlecloud-blog-next_event-in_feed-no-brand-global&utm_content=new-ai-agents-blog-next22&utm_term=-
[2] https://www.quantamagazine.org/ai-model-links-smell-molecules-with-metabolic-processes-20221010/
[2] https://startup.jobs/lead-machine-learning-engineer-wavehq-3766249
[2] https://tealfeed.com/overview-ai-machine-learning-deep-learning-5vwh7
[2] https://today.bnomial.com/?20221011
[2] https://cloud.google.com/blog/products/ai-machine-learning/google-ai-agents-translation-documents-contact-centers
[1] https://www.quantamagazine.org/the-ai-researcher-giving-her-field-its-bitter-medicine-20220830/

Top URLs in Tweet in G9:
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2F99-lessons-on-data-analysis-from-placing-top-5-in-5-kaggle-analytics-challenges-453d5e7b4581
[2] https://www.mdrc.org/publication/value-predictive-analytics-and-machine-learning-predict-social-service-milestones
[2] https://mml-book.github.io
[1] https://buff.ly/33Fdwzv?utm_content=224333113&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[1] https://pub.towardsai.net/gradient-descent-algorithm-for-machine-learning-python-tutorial-ml-9ded189ec556?utm_content=224331086&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[1] https://buff.ly/3eQSSTE?utm_content=224476199&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[1] https://analyticsindiamag.com/the-history-of-machine-learning-algorithms/
[1] https://franknielsen.github.io/HPC4DS/
[1] https://franknielsen.github.io/Cards/index.html
[1] https://www.WebHostingSaver.com/search/SysDevKB/

Top URLs in Tweet in G10:
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.devgenius.io%2Fhow-to-perform-customer-segmentation-using-machine-learning-in-python-adf4a23e7741%3Fsource%3Dsocial.tw
[2] https://animevyuh.org/gradio-complete-guide-for-beginners/
[2] https://imp.i384100.net/c/2840738/1242836/14726?prodsku=spzn%3A5bGnNd9oEeurEBJpe_RDSQ&u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fmachine-learnin-theory-and-hands-on-practice-with-pythong-cu&intsrc=CATF_9419&level=1&brwsr=bot&brwsrsig=3jr0xZWggwVt1kMSob1zbxttU6%3ATTT
[2] https://www.mckinsey.com/capabilities/risk-and-resilience/our-insights/the-fight-against-money-laundering-machine-learning-is-a-game-changer
[2] https://www.modernfrontends.live/
[2] https://blog.google/technology/health/machine-learning-to-understand-proteins/?utm_source=dlvr.it&utm_medium=twitter
[1] https://searchengineland.com/machine-learning-libraries-seo-marketing-388415
[1] https://www.simplilearn.com/tutorials/machine-learning-tutorial
[1] https://pub.towardsai.net/gradient-descent-algorithm-for-machine-learning-python-tutorial-ml-9ded189ec556?utm_content=224331086&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[1] https://www.r-bloggers.com/2022/09/machine-learning-impact-on-your-day-to-day-life/

Top Domains
Top Domains in Tweet in Entire Graph:
[218] amazon.com
[148] medium.com
[144] twitter.com
[58] freecodecamp.org
[54] microsoft.com
[48] google.com
[46] nature.com
[45] datasciencecentral.com
[39] youtube.com
[36] kdnuggets.com

Top Domains in Tweet in G1:
[48] twitter.com
[29] microsoft.com
[26] amazon.com
[17] google.com
[16] linkedin.com
[14] twinybots.ch
[13] medium.com
[12] co.uk
[11] blogspot.com
[10] blog.google

Top Domains in Tweet in G2:
[182] amazon.com
[74] medium.com
[36] datasciencecentral.com
[29] media4you.social
[26] builtin.com
[24] nature.com
[23] veille-cyber.com
[23] zpy.io
[21] kdnuggets.com
[21] venturebeat.com

Top Domains in Tweet in G3:
[5] coursera.org
[2] mit.edu
[1] youtube.com
[1] data-flair.training

Top Domains in Tweet in G4:
[40] freecodecamp.org
[5] medium.com
[3] kdnuggets.com
[3] forbes.com
[3] github.com
[2] paperswithcode.com
[2] withgoogle.com
[1] eventbrite.com
[1] tensorflow.org
[1] boudy-technology.tn

Top Domains in Tweet in G5:
[6] bnomial.com
[2] assemblyai.com
[2] github.com
[2] datasciencecentral.com

Top Domains in Tweet in G6:
[8] twitter.com
[6] medium.com
[1] pluralistic.net
[1] tweetedtimes.com

Top Domains in Tweet in G7:
[1] google.com
[1] simplilearn.com
[1] youtube.com
[1] coursera.org

Top Domains in Tweet in G8:
[7] google.com
[7] bnomial.com
[6] tweetedtimes.com
[4] amazon.com
[3] quantamagazine.org
[3] mit.edu
[2] startup.jobs
[2] tealfeed.com
[1] kaggle.com
[1] irdta.eu

Top Domains in Tweet in G9:
[6] medium.com
[4] github.io
[2] mdrc.org
[2] buff.ly
[2] bnomial.com
[1] towardsai.net
[1] analyticsindiamag.com
[1] webhostingsaver.com
[1] googleapis.com
[1] towardsdatascience.com

Top Domains in Tweet in G10:
[2] medium.com
[2] animevyuh.org
[2] i384100.net
[2] mckinsey.com
[2] allthingsopen.org
[2] kdnuggets.com
[2] modernfrontends.live
[2] twitter.com
[2] nvidia.com
[2] blog.google

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[935] machinelearning
[812] ai
[446] ml
[347] datascience
[329] python
[237] bigdata
[226] artificialintelligence
[192] 100daysofcode
[163] analytics
[157] iot



Top Hashtags in Tweet in G1:
[46] machinelearning
[34] ai
[21] artificialintelligence
[18] learning
[16] ml
[13] trading
[12] stocks
[10] python
[10] azure
[10] nasdaq

Top Hashtags in Tweet in G2:
[687] machinelearning
[642] ai
[369] ml
[295] datascience
[279] python
[213] bigdata
[185] 100daysofcode
[176] artificialintelligence
[149] iot
[147] analytics

Top Hashtags in Tweet in G3:
[6] machinelearning
[5] datascience
[5] bigdata
[5] analytics
[5] ai
[4] sql
[4] cybersecurity
[4] iiot
[4] python
[4] rstats

Top Hashtags in Tweet in G4:
[57] machinelearning
[6] datascience
[3] artificialintelligence
[3] neuralnetwork
[2] deeplearning
[2] datascientist
[1] dataanalytics
[1] dataanalyst
[1] ad
[1] elearning

Top Hashtags in Tweet in G5:
[1] bigdata
[1] analytics
[1] datascience
[1] ai
[1] machinelearning
[1] iot
[1] iiot
[1] datacleaning

Top Hashtags in Tweet in G6:
[7] mustread
[1] decisions
[1] scale
[1] machinelearning
[1] cost
[1] pattern
[1] pluralistic
[1] open

Top Hashtags in Tweet in G7:
[3] trackdev
[3] nerdearla

Top Hashtags in Tweet in G8:
[23] googlecloudnext
[6] ai
[4] brcmmasters
[4] technology
[3] machinelearning
[3] computing
[3] computers
[3] model
[3] artificialintelligence
[2] log

Top Hashtags in Tweet in G9:
[14] machinelearning
[7] ai
[6] datascience
[4] ml
[4] python
[3] artificialintelligence
[3] datascientists
[2] infographic
[2] bigdata
[2] analytics

Top Hashtags in Tweet in G10:
[9] machine
[5] machinelearning
[4] python
[4] apps
[2] allthingsopen
[2] webdevelopment
[2] digitalmarketing
[2] google
[2] seo
[1] ml

Top Words
Top Words in Tweet in Entire Graph:
[7037] learning
[6890] machine
[2420] data
[1434] science
[1169] learn
[983] python
[934] #machinelearning
[912] courses
[812] #ai
[789] free

Top Words in Tweet in G1:
[952] learning
[915] machine
[179] data
[176] ai
[83] more
[75] artificial
[74] intelligence
[73] using
[68] learn
[64] help

Top Words in Tweet in G2:
[1482] learning
[1331] machine
[687] #machinelearning
[642] #ai
[368] #ml
[295] #datascience
[279] #python
[263] data
[213] #bigdata
[185] #100daysofcode

Top Words in Tweet in G3:
[632] learning
[630] machine
[627] sumanth_077
[620] data
[619] science
[603] python
[599] learn
[598] ridiculous
[598] money
[598] study

Top Words in Tweet in G4:
[485] free
[473] data
[419] learning
[417] machine
[250] science
[245] courses
[224] itsafiz
[223] google
[221] certification
[220] scientist

Top Words in Tweet in G5:
[518] year
[371] machine
[357] learning
[281] job
[259] coaching
[259] grad
[259] old
[259] landed
[259] client
[259] pays

Top Words in Tweet in G6:
[207] machine
[180] doctorow
[152] scale
[151] using
[151] promise
[151] decisions
[150] learning's
[150] software
[150] speed
[150] classify

Top Words in Tweet in G7:
[182] machine
[181] learning
[165] free
[162] learn
[157] sauain
[11] data
[8] year
[6] science
[6] google
[6] courses

Top Words in Tweet in G8:
[182] data
[139] learning
[131] machine
[90] science
[88] survey
[88] check
[88] results
[88] released
[88] kaggle
[88] 2022

Top Words in Tweet in G9:
[103] machine
[103] learning
[71] data
[67] adityak37929458
[54] science
[48] kaggle
[38] 20
[34] website
[34] reddit
[34] top

Top Words in Tweet in G10:
[61] learning
[51] machine
[14] web
[14] ml
[13] google
[12] lead
[11] tensorflow
[11] python
[10] highlight
[10] talk

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6556] machine,learning
[1345] data,science
[991] science,machine
[647] python,data
[640] learning,learn
[629] ridiculous,amount
[629] pay,ridiculous
[629] amount,money
[629] money,study
[629] learn,courses

Top Word Pairs in Tweet in G1:
[906] machine,learning
[66] artificial,intelligence
[44] ai,machine
[34] using,machine
[33] data,science
[31] intelligence,machine
[30] homework,assignment
[30] class,homework
[30] offer,online
[30] exam,expert

Top Word Pairs in Tweet in G2:
[1287] machine,learning
[173] #ai,#ml
[127] #ai,#machinelearning
[118] #iot,#iiot
[115] #bigdata,#analytics
[114] data,science
[113] deep,learning
[105] #featured,#courses
[102] #analytics,#datascience
[92] #datascience,#ai

Top Word Pairs in Tweet in G3:
[627] machine,learning
[619] data,science
[616] science,machine
[602] python,data
[598] money,study
[598] ridiculous,amount
[598] study,python
[598] amount,money
[598] learn,courses
[598] pay,ridiculous

Top Word Pairs in Tweet in G4:
[417] machine,learning
[250] data,science
[248] science,machine
[220] certification,courses
[220] become,google
[220] google,certified
[220] data,scientist
[220] courses,data
[220] free,certification
[220] certified,data

Top Word Pairs in Tweet in G5:
[351] machine,learning
[259] year,old
[259] learning,job
[259] old,coaching
[259] startup,pays
[259] landed,grad
[259] 175k,year
[259] grad,machine
[259] client,landed
[259] coaching,client

Top Word Pairs in Tweet in G6:
[150] learning's,promise
[150] scale,using
[150] using,software
[150] promise,decisions
[150] decisions,scale
[150] classify,inputs
[150] inputs,act
[150] act,speed
[150] software,classify
[149] machine,learning's

Top Word Pairs in Tweet in G7:
[180] machine,learning
[158] learn,machine
[157] learning,free
[156] sauain,learn
[6] data,science
[6] science,machine
[4] pays,175k
[4] startup,pays
[4] free,free
[4] google,certified

Top Word Pairs in Tweet in G8:
[129] machine,learning
[88] survey,check
[88] results,2022
[88] science,survey
[88] learning,data
[88] released,results
[88] data,science
[88] kaggle,released
[88] check,data
[88] 2022,machine

Top Word Pairs in Tweet in G9:
[102] machine,learning
[54] data,science
[38] science,machine
[34] adityak37929458,kaggle
[34] 20,website
[34] top,20
[34] learning,datasciencedojo
[34] website,data
[34] datasciencedojo,adityak37929458
[34] kaggle,reddit

Top Word Pairs in Tweet in G10:
[51] machine,learning
[10] talk,highlight
[10] jason_mayes,web
[10] demystifying,machine
[10] web,ml
[10] lead,google
[10] rest,jason_mayes
[10] ml,lead
[10] keynote,talk
[10] learning,rest

Top Replied-To
Top Replied-To in Entire Graph:
@batsouelef
@madzadev
@mizzyweewoo
@funvisis
@thisisradinsky
@hacksultan
@ezekiel_aleke
@douglaspollitt
@nanoputty
@marathe

Top Replied-To in G1:
@nanoputty

Top Replied-To in G2:
@cryptogems223
@seagate
@kirkdborne

Top Replied-To in G4:
@oapanhador_

Top Replied-To in G5:
@svpino
@tr3xking

Top Replied-To in G6:
@doctorow

Top Replied-To in G7:
@devdevcharlie
@sauain

Top Replied-To in G10:
@aifunhouse
@__mharrison__
@braaannigan
@fiszczyp
@atroyn
@davidtsong
@strangenative
@packym
@nathanbenaich
@polynoamial

Top Mentioned
Top Mentioned in Entire Graph:
@sumanth_077
@nicksinghtech
@itsafiz
@doctorow
@sauain
@gp_pulipaka
@fchollet
@nevrekaraishwa2
@bylilyv
@rasangarocks

Top Mentioned in G1:
@prodigies_hub1
@chicagoessays
@zeroplagiarism
@novelteesandswg
@haltakov
@dr_agc
@giovannasun
@redk_uk
@_josiahadesola
@womeninroboticz

Top Mentioned in G2:
@gp_pulipaka
@bylilyv
@rasangarocks
@corpus_news
@kirkdborne
@bdanalyticsnews
@keeyanajones
@eli_krumova
@ipfconline1
@enfusesolution

Top Mentioned in G3:
@sumanth_077
@thefarooqii
@eli_krumova

Top Mentioned in G4:
@itsafiz
@nevrekaraishwa2
@machinelearnflx
@sumanth_077
@sauain
@nicksinghtech
@gp_pulipaka
@gradio
@devedorsafado
@madsonfilho

Top Mentioned in G5:
@nicksinghtech
@paulabartabajo_
@assemblyai
@svpino
@bindureddy
@itsafiz
@paperswithcode
@sumanth_077
@fchollet
@nevrekaraishwa2

Top Mentioned in G6:
@doctorow
@seanedevane
@hmier
@canablach
@___ben___
@hbflyte
@the_real_stien
@essentialrandom

Top Mentioned in G7:
@sauain
@itsafiz
@nicksinghtech
@devdevcharlie
@nerdearla
@sumanth_077

Top Mentioned in G8:
@fchollet
@sundarpichai
@quantamagazine
@googlecloud
@0xbnomial
@googledevs
@society4science
@sluskylab
@corpus_news
@qs2point

Top Mentioned in G9:
@kaggle
@adityak37929458
@datasciencedojo
@reddit
@dataf
@frnknlsn
@cdi_mdrc
@helloiamleonie
@nicksinghtech
@jeande_d

Top Mentioned in G10:
@google
@jason_mayes
@modernfrontends
@memdotai
@tensorflow
@projectsigstore
@huggingface
@lorenc_dan
@opincocommunity
@trailofbits

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@codedailybot
@collegemenfess
@3novices
@baarahk
@100xcode
@fabriciosx
@watermelondriia
@frontendla

Top Tweeters in G1:
@stigmabase
@jimmyroybloom
@stckpro
@it_securitynews
@postjobfree
@allentien
@evanderburg
@netsecu
@pavelnosok
@m157q_news_rss

Top Tweeters in G2:
@chidambara09
@xaelbot
@codedailybot
@3novices
@100xcode
@fabriciosx
@education_24x7
@godfrey_g_
@serverlessfan
@calcaware

Top Tweeters in G3:
@rufo_nd
@itsonlyminah
@jaytheresao
@bnic
@rayelcubano97
@lortigas
@jeffreymcleod87
@shafawatul
@digdugx
@worldwide_plc

Top Tweeters in G4:
@jcmarbury
@machinelearnflx
@aajibolah
@ladriguruok
@bundayyo
@oxygenchahya
@sendtoadnan
@mideayoo
@tracer1185
@escrite_ibis

Top Tweeters in G5:
@bluntstatement
@take_emtochurch
@style_overlord
@dakablink
@ladiilonglegs
@ajidson1
@shamir_254
@ilatemistokles
@__iannoh
@thedupesterr

Top Tweeters in G6:
@radlein
@glynmoody
@e2dot7182818284
@doctorow
@axman643
@chuckbaggett
@mak7591
@sirloinofice1
@mykalwane
@wltrrr

Top Tweeters in G7:
@juanjoap16
@gabls
@herson76600901
@montooshah
@alperbekta10
@fksays
@pricardoxavier
@jrobertolima
@miewliie
@vuchi_

Top Tweeters in G8:
@411emilio
@fullnam35087976
@bastien_devfr
@salisuahmad_
@devstartupjobs
@abhas_rewcie
@gfiorelli1
@theispas
@subhobrata1
@dynamicssiam

Top Tweeters in G9:
@fernandonaranjo
@charlyaztec
@alternative200
@markedeschaine
@datafloq
@reddit
@luiseduardohd
@mdrc_news
@arshavin78
@tulkas72

Top Tweeters in G10:
@ennomnom
@google
@marcflood
@craigbrownphd
@dd_jessica_
@statwonk
@ayclearndigital
@memdotai
@capitalone
@coderinheels


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