%22machine learning%22, Twitter, 12/11/2021 1:31:16 AM, 268071
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%22machine learning%22_2021-12-10_16-45-35.xlsx
"machine learning"_2021-12-10_16-45-35.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
December 11, 2021
Short Description:
"machine learning" via NodeXL https://bit.ly/3ESmkUI
@platzi
@blkhwk0ps
@fullnam35087976
@datasciencedojo
@artificialbra1n
@hubofml
@bylilyv
@santiago_cl1
@teachthemachine
@akbarth3great

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

Description:
Description
The graph represents a network of 6,723 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, 11 December 2021 at 01:01 UTC.

The requested start date was Friday, 10 December 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 3-day, 6-hour, 14-minute period from Monday, 06 December 2021 at 18:46 UTC to Friday, 10 December 2021 at 01:01 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 : 6723
Unique Edges : 4356
Edges With Duplicates : 11688
Total Edges : 16044
Number of Edge Types : 5
Mentions : 2080
Retweet : 5014
MentionsInRetweet : 6294
Tweet : 2294
Replies to : 362
Self-Loops : 2388
Reciprocated Vertex Pair Ratio : 0.021357638416542
Reciprocated Edge Ratio : 0.0418220564730954
Connected Components : 1607
Single-Vertex Connected Components : 807
Maximum Vertices in a Connected Component : 2930
Maximum Edges in a Connected Component : 10750
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.722619
Graph Density : 0.000166135577163802
Modularity : 0.466407
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,723 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, 11 December 2021 at 01:01 UTC.

The requested start date was Friday, 10 December 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 3-day, 6-hour, 14-minute period from Monday, 06 December 2021 at 18:46 UTC to Friday, 10 December 2021 at 01:01 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:
[61] https://machinelearningmastery.com/framework-for-data-preparation-for-machine-learning/
[60] https://twinybots.ch/
[53] https://www.theinsaneapp.com/2021/09/best-github-repository-for-machine-learning.html?twitter=@aneeshnair&@aarushinair_
[49] https://www.theinsaneapp.com/2021/11/machine-learning-algorithms-for-beginners.html
[31] https://bit.ly/3EqSxCa?utm_content=190194796&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[24] https://dzone.com/articles/introduction-to-intelligent-cloud-machine-learning
[23] https://www.unite.ai/a-cartel-of-influential-datasets-are-dominating-machine-learning-research-new-study-suggests/
[22] https://www.npcindia.gov.in/NPC/User/webinar_registration?course_select_id=MTU4OQ==
[22] https://media4you.social/career-development.html#datascience
[20] https://www.couponed12.com/2021/12/machine-learning-artificial.html

Top URLs in Tweet in G1:
[15] https://twinybots.ch/
[15] https://www.nsf.gov/discoveries/disc_summ.jsp?cntn_id=304071&WT.mc_id=USNSF_1
[8] https://www.unite.ai/a-cartel-of-influential-datasets-are-dominating-machine-learning-research-new-study-suggests/
[8] https://dzone.com/articles/introduction-to-intelligent-cloud-machine-learning
[8] https://www.bridgeoc.com/
[6] https://www.linkedin.com/groups/1543497/
[5] https://hacks.mozilla.org/2020/07/testing-firefox-more-efficiently-with-machine-learning/
[5] https://news.mit.edu/2021/machine-learning-treatments-1209
[4] https://www.medigy.com/topic/healthcare-it-news-machine-learning/
[3] https://builtin.com/machine-learning/real-face

Top URLs in Tweet in G2:
[52] https://www.theinsaneapp.com/2021/09/best-github-repository-for-machine-learning.html?twitter=@aneeshnair&@aarushinair_
[48] https://www.theinsaneapp.com/2021/11/machine-learning-algorithms-for-beginners.html
[22] https://media4you.social/career-development.html#datascience
[21] https://twinybots.ch/
[16] https://www.v7labs.com/blog/best-free-datasets-for-machine-learning
[16] https://www.experian.com/blogs/insights/2020/02/ai-and-machine-learning-for-financial-institutions-breaking-down-the-terminology/
[15] https://www.kdnuggets.com/2020/04/dbscan-clustering-algorithm-machine-learning.html
[14] https://www.bbntimes.com/technology/a-guide-to-real-world-artificial-intelligence-machine-learning-use-cases
[14] https://www.datarobot.com/resources/5-latest-trends-in-enterprise-machine-learning-2021/
[13] https://www.couponed12.com/2021/12/machine-learning.html

Top URLs in Tweet in G3:
[1] https://platzi.com/blog/escuela-data-ia-datacademy/?utm_source=twitter&utm_medium=organic&utm_campaign=LATAM_TW_BLOG_MF_1221_datacademy
[1] https://platzi.com/l/agenda_061221t/

Top URLs in Tweet in G4:
[19] https://www.npcindia.gov.in/NPC/User/webinar_registration?course_select_id=MTU4OQ==
[10] https://www.couponed12.com/2021/12/machine-learning-artificial.html
[10] https://npcindia.gov.in/NPC/User/webinar_registration?course_select_id=MTU4OQ==
[9] https://twinybots.ch/
[6] https://www.mckinsey.com/business-functions/operations/our-insights/operationalizing-machine-learning-in-processes?cid=other-soc-twi-mip-mck-oth-2112--&sid=6027759552&linkId=143510460
[4] https://www.nature.com/articles/s41540-021-00189-3
[3] https://www.forbes.com/sites/forbestechcouncil/2021/11/30/how-artificial-intelligence-and-machine-learning-are-transforming-the-future-of-renewable-energy/
[3] https://dzone.com/articles/introduction-to-intelligent-cloud-machine-learning
[3] https://venturebeat.com/2021/12/09/brainbox-ai-brings-machine-learning-to-building-controls/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.supplychaintoday.com/elon-musk-artificial-intelligence-will-take-over-in-5-years/

Top URLs in Tweet in G5:
[10] https://imp.i115008.net/c/470806/788805/11298?prodsku=nd009t&u=https%3A%2F%2Fwww.udacity.com%2Fcourse%2Fmachine-learning-engineer-nanodegree--nd009t&intsrc=PUI2_5678
[10] https://click.linksynergy.com/link?id=gKVjjqRxqcQ&offerid=916798.15314248400&type=2&murl=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fmachine-learning-trading-finance
[5] https://twinybots.ch/
[4] https://www.kaggle.com/learn/intro-to-machine-learning
[3] https://medium.com/coders-camp/40-machine-learning-algorithms-with-python-3defd764b961
[3] https://twitter.com/Sinequa21717320/status/1317968421275930624
[2] https://www.coursera.org/learn/fundamental-machine-learning-healthcare
[2] https://emerj.com/ai-sector-overviews/machine-learning-at-insurance-companies/
[2] https://www.linkedin.com/slink?code=ehhTvR68
[2] https://buff.ly/3lGbr0x

Top URLs in Tweet in G6:
[53] https://machinelearningmastery.com/framework-for-data-preparation-for-machine-learning/
[25] https://bit.ly/3EqSxCa?utm_content=190194796&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[6] https://machinelearningmastery.com/ensemble-machine-learning-with-python-7-day-mini-course/
[6] https://www.kdnuggets.com/2019/05/churn-prediction-machine-learning.html
[4] https://online.datasciencedojo.com/blogs/math-for-machine-learning-top-math-resources-for-data-scientists?utm_content=188740709&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[4] https://www.kdnuggets.com/2018/09/machine-learning-cheat-sheets.html
[3] https://machinelearningmastery.com/why-optimization-is-important-in-machine-learning/
[3] https://code.datasciencedojo.com/Danielhuang69/tutorials/tree/master/Introduction%20to%20Machine%20Learning%20with%20R%20and%20Caret?utm_content=189816357&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[3] https://technologynous.com/5-must-key-skills-you-required-for-machine-learning/
[3] https://mindsdb.com/blog/enabling-predictive-capabilities-in-clickhouse-database/

Top URLs in Tweet in G7:
[4] https://www.linkedin.com/pulse/8-btc-hike-more-success-quantum-inspired-machine-learning-analytics-/
[3] https://www.quantamagazine.org/ai-researchers-fight-noise-by-turning-to-biology-20211207/
[1] https://rmets.onlinelibrary.wiley.com/journal/1530261X
[1] https://agu.confex.com/agu/fm21/meetingapp.cgi/Paper/797879
[1] https://agu.confex.com/agu/fm21/meetingapp.cgi/Paper/798039
[1] https://www.slideshare.net/ZacharyLabe
[1] https://twitter.com/dcastelvecchi/status/1466088023435718657
[1] https://www.nsin.mil/assets/downloads/DragonInnovationNewsletter_8DEC2021.pdf
[1] https://www.quantamagazine.org/anne-carpenters-ai-tools-pull-insights-from-cell-images-20211102
[1] https://www.quantamagazine.org/machine-learnings-amazing-ability-to-predict-chaos-20180418/

Top URLs in Tweet in G8:
[2] https://aws.amazon.com/blogs/awsmarketplace/use-active-learning-to-build-a-usable-machine-learning-model-faster/?sc_channel=sm&sc_campaign=AWS_Marketplace&sc_publisher=TWITTER&sc_country=Marketplace&sc_geo=GLOBAL&sc_outcome=awareness&trk=MP_Blog_ActiveLearning2_TWITTER
[2] https://www.unite.ai/a-cartel-of-influential-datasets-are-dominating-machine-learning-research-new-study-suggests/
[1] https://www.amii.ca/latest-from-amii/ml-technician-certification-winter-2022/?utm_content=190366594&utm_medium=social&utm_source=twitter&hss_channel=tw-793108297402286080
[1] https://vectorinstitute.ai/ml-classes-and-internships-for-black-indigenous-students/?utm_content=190367902&utm_medium=social&utm_source=twitter&hss_channel=tw-793108297402286080
[1] https://www.amii.ca/latest-from-amii/ml-technician-certification-winter-2022/?utm_content=190049642&utm_medium=social&utm_source=twitter&hss_channel=tw-793108297402286080
[1] https://www.3dunderstanding.org/openings.html
[1] https://residency.xanadu.ai/
[1] https://pad.gwdg.de/s/2021_AdvancedMachineLearningForScience#
[1] https://www.youtube.com/playlist?list=PLemsnf33Vij4-kv-JTjDthaGUYUnQbbws

[1] https://vectorinstitute.ai/ml-classes-and-internships-for-black-indigenous-students/

Top URLs in Tweet in G9:
[3] https://exploratory.io/viz/PQd2wHB2BZ/Daily-Top-10-Machine-Learning-Topics-for-Software-Engineers-ihD2dBt8se
[3] https://gigaom.com/report/gigaom-radar-for-evaluating-machine-learning-operations-mlops/?utm_content=189992785&utm_medium=social&utm_source=twitter&hss_channel=tw-2893971
[3] https://neurips.cc/login
[2] https://exploratory.io/dashboard/PQd2wHB2BZ/Data-Services-for-Cloud-Native-and-Machine-Learning-Fqq4DJf4BY
[2] https://www.meetup.com/Cambridge-Women-in-Machine-Learning-and-Data-Science/
[1] https://torstenvolk.medium.com/three-milestones-in-machine-learning-from-1958-1986-and-1989-6bd274eeb909
[1] https://exploratory.io/viz/PQd2wHB2BZ/Machine-Learning-Topics-on-StackOverflow-Evolving-Topic-Chart-RSq5IoG5GT
[1] https://www.raspberrypi.org/blog/machine-learning-education-snapshots-history-ai-hello-world-12/
[1] https://www.google.com/url?rct=j&sa=t&url=https%3A%2F%2Fwww.cmu.edu%2Fnews%2Fstories%2Farchives%2F2021%2Fdecember%2Fmoderna-ai-academy.html&ct=ga&cd=CAIyGmFmMjg5Zjg3Y2RkOTRiOTM6Y29tOmVuOlVT&usg=AFQjCNEdwT9BBK_uX7ut0L30bmLDgcaaEA&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.businesswire.com/news/home/20211207005197/en/METiS-Therapeutics-Launches-With-86-Million-Series-A-Financing-to-Transform-Drug-Discovery-and-Delivery-With-Machine-Learning-and-Artificial-Intelligence?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G10:
[9] https://www.r-bloggers.com/2021/12/heterogeneous-treatment-effects-with-instrumental-variables-a-causal-machine-learning-approach/
[6] https://mitsloan.mit.edu/ideas-made-to-matter/machine-learning-explained?utm_source=mitsloantwitter&utm_medium=social&utm_campaign=machinelearnexp
[5] https://statmodeling.stat.columbia.edu/2021/12/07/eliciting-expert-knowledge-in-applied-machine-learning/
[4] https://cutt.ly/RYcmQaT
[4] https://mitsloan.mit.edu/ideas-made-to-matter/top-10-mit-sloan-news-stories-2021?utm_source=mitsloantwitter&utm_medium=social&utm_campaign=top102021
[3] https://venturebeat.com/2021/10/16/the-2021-machine-learning-ai-and-data-landscape/
[3] https://www.datacamp.com/courses/machine-learning-for-everyone?irclickid=&irgwc=1&%3D
[2] https://www.reddit.com/r/MachineLearning/comments/rcttt3/d_the_carbon_footprint_of_machine_learning/
[2] https://ai-summary.com/summary-why-machine-learning-engineers-are-replacing-data-scientists/
[2] https://geekyhumans.com/popular-python-libraries-for-machine-learning%ef%bf%bc/

Top Domains
Top Domains in Tweet in Entire Graph:
[196] bit.ly
[156] twitter.com
[140] medium.com
[121] theinsaneapp.com
[115] zpy.io
[96] couponed12.com
[77] machinelearningmastery.com
[73] kdnuggets.com
[73] youtube.com
[70] mit.edu

Top Domains in Tweet in G1:
[71] bit.ly
[47] twitter.com
[25] arxiv.org
[17] mit.edu
[15] twinybots.ch
[15] nsf.gov
[14] lnkd.in
[13] buff.ly
[13] ift.tt
[13] linkedin.com

Top Domains in Tweet in G2:
[116] theinsaneapp.com
[97] zpy.io
[79] medium.com
[73] couponed12.com
[46] media4you.social
[41] kdnuggets.com
[31] buff.ly
[27] mit.edu
[25] veille-cyber.com
[25] ift.tt

Top Domains in Tweet in G3:
[2] platzi.com

Top Domains in Tweet in G4:
[29] gov.in
[12] couponed12.com
[10] bit.ly
[9] twinybots.ch
[7] nature.com
[6] forbes.com
[6] dataemia.com
[6] mckinsey.com
[3] supplychaintoday.com
[3] zpy.io

Top Domains in Tweet in G5:
[14] zpy.io
[10] i115008.net
[10] linksynergy.com
[5] medium.com
[5] twinybots.ch
[5] ift.tt
[5] freelancer.com
[5] scanlibs.com
[5] kaggle.com
[4] buff.ly

Top Domains in Tweet in G6:
[64] machinelearningmastery.com
[27] bit.ly
[18] kdnuggets.com
[7] datasciencedojo.com
[4] buff.ly
[3] technologynous.com
[3] twitter.com
[3] mindsdb.com
[2] github.io
[2] oreilly.com

Top Domains in Tweet in G7:
[5] quantamagazine.org
[4] linkedin.com
[3] bit.ly
[2] confex.com
[2] twitter.com
[1] wiley.com
[1] slideshare.net
[1] nsin.mil
[1] intel.ly
[1] alberta.ca

Top Domains in Tweet in G8:
[2] amii.ca
[2] vectorinstitute.ai
[2] amazon.com
[2] unite.ai
[1] 3dunderstanding.org
[1] xanadu.ai
[1] gwdg.de
[1] youtube.com
[1] twitter.com
[1] acm.org

Top Domains in Tweet in G9:
[7] github.com
[7] neurips.cc
[6] exploratory.io
[3] google.com
[3] buff.ly
[3] meetup.com
[3] gigaom.com
[3] twitter.com
[2] towardsai.net
[2] splashthat.com

Top Domains in Tweet in G10:
[13] neurons.ai
[10] mit.edu
[9] r-bloggers.com
[8] venturebeat.com
[7] bit.ly
[5] datacamp.com
[5] columbia.edu
[4] cutt.ly
[3] youtube.com
[2] reddit.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1633] machinelearning
[1104] ai
[769] datascience
[596] python
[455] ml
[404] bigdata
[318] analytics
[312] courses
[310] 100daysofcode
[307] featured



Top Hashtags in Tweet in G1:
[55] machinelearning
[40] ml
[38] ai
[27] techtuesday
[20] datascience
[18] learning
[18] data
[14] deeplearning
[12] artificialintelligence
[10] cloudcomputing

Top Hashtags in Tweet in G2:
[1164] machinelearning
[799] ai
[591] datascience
[522] python
[346] bigdata
[292] 100daysofcode
[280] analytics
[276] ml
[271] courses
[270] featured

Top Hashtags in Tweet in G3:
[1] datacademy

Top Hashtags in Tweet in G4:
[40] learning
[39] machinelearning
[33] ai
[25] machine
[19] artificialintelligence
[17] npc
[17] courses
[16] deeplearning
[15] artificial
[15] registernow

Top Hashtags in Tweet in G5:
[58] machinelearning
[37] python
[34] datascience
[29] ai
[20] featured
[20] courses
[14] bigdata
[13] ml
[13] learning
[10] developer

Top Hashtags in Tweet in G6:
[75] machinelearning
[56] datascience
[54] ai
[12] kdn
[11] python
[9] analytics
[9] bigdata
[7] dsdojo
[4] mathematics
[4] iot

Top Hashtags in Tweet in G7:
[13] q2b21
[7] openaccess
[6] oneapi
[4] cqc2t
[3] fintech
[2] agu21
[2] cells
[2] machinelearning
[2] quantum
[2] predictiveanalytics

Top Hashtags in Tweet in G8:
[12] neurips2021
[5] ai
[4] ml
[4] researcher
[4] developer
[3] machinelearning
[2] yegtech
[2] black
[2] indigenous
[1] airesearch

Top Hashtags in Tweet in G9:
[31] machinelearning
[21] neurips2021
[17] ai
[12] datascience
[8] mlops
[7] ml
[5] artificialintelligence
[5] data
[4] aieducation
[4] odw21

Top Hashtags in Tweet in G10:
[25] machinelearning
[15] datascience
[14] rstats
[12] intoainews
[8] analytics
[8] ai
[8] deeplearning
[7] ml
[6] bigdata
[5] python

Top Words
Top Words in Tweet in Entire Graph:
[6458] learning
[6198] machine
[2980] data
[2146] ø
[1742] ù
[1617] #machinelearning
[1071] #ai
[1037] science
[1008] engineer
[884] python

Top Words in Tweet in G1:
[830] learning
[798] machine
[171] ai
[159] data
[135] more
[80] ø
[58] using
[55] #machinelearning
[49] ù
[45] one

Top Words in Tweet in G2:
[1801] learning
[1654] machine
[1151] #machinelearning
[769] #ai
[591] #datascience
[500] #python
[450] python
[401] data
[341] #bigdata
[335] science

Top Words in Tweet in G3:
[1761] data
[880] engineer
[446] machine
[446] learning
[443] escuela
[442] platzi
[440] scientist
[440] analyst
[440] potenciamos
[440] science

Top Words in Tweet in G4:
[343] learning
[317] machine
[204] intelligence
[190] artificial
[54] ai
[41] data
[40] #learning
[40] science
[39] #machinelearning
[36] python

Top Words in Tweet in G5:
[345] learning
[312] machine
[95] sabrinaesaquino
[90] sexy
[89] python
[57] #machinelearning
[46] data
[39] learn
[37] #python
[37] deep

Top Words in Tweet in G6:
[205] machine
[204] learning
[75] #machinelearning
[72] datasciencedojo
[68] data
[59] teachthemachine
[56] #datascience
[55] preparation
[54] #ai
[53] framework

Top Words in Tweet in G7:
[101] machine
[87] learning
[32] quantum
[23] ucalgary
[20] trick
[20] model
[20] innovations
[20] research
[19] big
[19] infectious

Top Words in Tweet in G8:
[76] learning
[74] machine
[40] university
[39] technical
[39] work
[38] phd
[38] openings
[38] group
[38] munich
[38] come

Top Words in Tweet in G9:
[108] machine
[104] learning
[31] #machinelearning
[22] data
[21] join
[21] #neurips2021
[18] ai
[17] #ai
[16] 2021
[15] kubernetes

Top Words in Tweet in G10:
[121] learning
[117] machine
[25] data
[25] #machinelearning
[19] causal
[17] heterogeneous
[17] effects
[17] instrumental
[17] variables
[15] treatment

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6068] machine,learning
[909] data,science
[750] ø,ù
[744] ø,ø
[679] ù,ù
[630] ù,ø
[501] learning,engineer
[469] artificial,intelligence
[464] data,scientist
[461] data,engineer

Top Word Pairs in Tweet in G1:
[790] machine,learning
[53] ai,machine
[39] ø,ø
[29] learning,ai
[29] artificial,intelligence
[28] read,more
[28] ø,ù
[27] learning,algorithms
[27] capital,one
[25] using,machine

Top Word Pairs in Tweet in G2:
[1613] machine,learning
[290] data,science
[270] #featured,#courses
[230] learning,algorithms
[224] bylilyv,#featured
[176] #courses,machine
[156] #bigdata,#analytics
[144] #iot,#iiot
[138] learning,python
[138] #analytics,#datascience

Top Word Pairs in Tweet in G3:
[446] machine,learning
[440] data,scientist
[440] scientist,data
[440] data,analyst
[440] analyst,data
[440] data,engineer
[440] engineer,machine
[440] learning,engineer
[440] engineer,potenciamos
[440] potenciamos,escuela

Top Word Pairs in Tweet in G4:
[305] machine,learning
[182] artificial,intelligence
[91] intelligence,machine
[45] learning,artificial
[27] data,science
[25] deep,learning
[22] #machine,#learning
[18] online,training
[18] training,artificial
[18] register,co

Top Word Pairs in Tweet in G5:
[308] machine,learning
[88] learning,sexy
[87] sabrinaesaquino,machine
[32] deep,learning
[26] data,science
[20] learning,python
[20] bylilyv,#featured
[20] #featured,#courses
[20] enroll,today
[19] artificial,intelligence

Top Word Pairs in Tweet in G6:
[203] machine,learning
[55] data,preparation
[53] framework,data
[53] preparation,techniques
[53] techniques,machine
[52] teachthemachine,framework
[41] #datascience,#ai
[40] #machinelearning,#datascience
[39] different,types
[39] types,machine

Top Word Pairs in Tweet in G7:
[87] machine,learning
[20] learning,model
[19] infectious,diseases
[18] weâ,re
[18] re,taking
[18] taking,another
[18] another,step
[18] step,toward
[18] toward,economic
[18] economic,diversification

Top Word Pairs in Tweet in G8:
[74] machine,learning
[38] phd,openings
[38] openings,group
[38] group,technical
[38] technical,university
[38] university,munich
[38] munich,come
[38] come,work
[38] work,3d
[38] 3d,4d

Top Word Pairs in Tweet in G9:
[104] machine,learning
[10] practical,guide
[8] artificial,intelligence
[7] data,services
[7] #neurips2021,tutorial
[7] 30,minutes
[7] few,minutes
[6] excited,present
[6] present,poster
[6] poster,many

Top Word Pairs in Tweet in G10:
[116] machine,learning
[17] effects,instrumental
[17] instrumental,variables
[17] variables,causal
[17] causal,machine
[15] heterogeneous,treatment
[15] treatment,effects
[11] artificial,intelligence
[10] triple,treat
[10] treat,machine

Top Replied-To
Top Replied-To in Entire Graph:
@dpiitgoi
@wendynather
@nope_its_lily
@elonmusk
@stadoanarquista
@atulrag09
@sabrinaesaquino
@orkoliberal
@ajkole1
@absetyono

Top Replied-To in G1:

Top Replied-To in G2:
@coinbase_nft
@xbond49
@bnbuzz
@imeritdigital
@theadityapatro
@bimedotcom
@thebeatles
@ixsight
@techlazy_msft

Top Replied-To in G3:
@celismx
@freddier

Top Replied-To in G4:
@dpiitgoi
@wendynather
@cryptoroyals
@amazonhelp
@al3xsh
@wendywendyfio
@baburaospeaking
@bvllish_trader
@jeremiahg
@justjptweet

Top Replied-To in G5:
@atulrag09
@sabrinaesaquino
@eddiejaoude
@kdziugaite
@damnitsziad
@starlesslav
@how_am_i_toxic_

Top Replied-To in G7:
@stevenstrogatz

Top Replied-To in G8:
@szferi

Top Replied-To in G9:
@jeande_d
@evotec
@timnitgebru

Top Replied-To in G10:
@mcfunkypants

Top Mentioned
Top Mentioned in Entire Graph:
@platzi
@bylilyv
@akbarth3great
@sabrinaesaquino
@datasciencedojo
@aarushinair_
@teachthemachine
@gp_pulipaka
@machinelearnflx
@sheraj99

Top Mentioned in G1:
@zuby_tech
@abdgeeky
@breakinggovtech
@gator_sense
@cloudatalytics
@copyrioters
@flavorbot1
@andrewrink1
@educationkasi

Top Mentioned in G2:
@bylilyv
@akbarth3great
@aarushinair_
@gp_pulipaka
@pierrepinna
@aiconference
@sheraj99
@theinsaneapp
@machinelearnflx
@ipfconline1

Top Mentioned in G3:
@platzi
@nmasc_

Top Mentioned in G4:
@iiot_world
@goi_meity
@bylilyv
@mhi_goi
@minmsme
@eduminofindia
@doptgoi
@tatamotors
@alindiaofficial
@sailsteel

Top Mentioned in G5:
@sabrinaesaquino
@bylilyv
@machinelearnflx
@datascience__
@techfieldday
@intelbusiness
@intel
@cataxapp
@dd_wen_
@edcowsar

Top Mentioned in G6:
@datasciencedojo
@teachthemachine
@kdnuggets
@kaggle
@thinklbc
@icymi_py
@omarsar0
@paula_piccard
@mindsdb
@gp_pulipaka

Top Mentioned in G7:
@ucalgary
@quantamagazine
@18airbornecorps
@jkenney
@ionq_inc
@karpathy
@zlabe
@marlene_climate
@stevenstrogatz
@d

Top Mentioned in G8:
@angelaqdai
@antoniocasilli
@timnitgebru
@tartanllama
@fmarquardtgroup
@vectorinst
@cephaloponderer
@xanaduai
@amiithinks
@roxanadaneshjou

Top Mentioned in G9:
@neuripsconf
@_lxai
@torstenvolk
@nvidia
@wef
@gracieermi
@__mlt__
@amazonscience
@waifc_

Top Mentioned in G10:
@rbloggers
@mitsloan
@nikosvg
@dd_jessica_
@venturebeat
@carlesdijous
@scikit_learn
@statmodeling
@richardeudes
@lehighdisc

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@sectest9
@threadreaderapp
@cybersec_feeds
@chidambara09
@edinburghwatch
@newsoneplace
@3novices
@teamyoutube
@xaelbot

Top Tweeters in G1:
@newsoneplace
@netsecu
@sciseekfeed
@m157q_news_rss
@krenshar_posts
@sharon_smith_1
@chandanrtcs
@thehansindiaweb
@nahidalaei
@rehownet2

Top Tweeters in G2:
@sectest9
@cybersec_feeds
@chidambara09
@edinburghwatch
@3novices
@xaelbot
@codedailybot
@javascriptd
@evankirstel
@cybersecurityn8

Top Tweeters in G3:
@freddier
@claudiavrey
@platzi
@erasmohernandez
@mayo_9518
@legendofjuli
@the_infiltred
@max350z
@pamesorioz
@soybhalut

Top Tweeters in G4:
@amazonhelp
@prpnews
@artificialbra1n
@mashable
@marketscafe
@scorpiondesign7
@yvesmulkers
@evidencerobot
@dataemia
@jeffreyfeldberg

Top Tweeters in G5:
@humanre41270855
@clarenceonyeks
@bungobot1
@blkhwk0ps
@cristobalvega
@divineze
@nvsdata
@echidna_paw
@itrtg
@lyrndah

Top Tweeters in G6:
@simacoder
@nagarajavk
@angelinux3000
@kdnuggets
@rankipicard
@shyamvaran
@subhobrata1
@mluhyaonline
@daniellemante
@aleebrahim

Top Tweeters in G7:
@business
@igorcarron
@elleallever
@kraus_read
@civildiscourse7
@scitechmachine
@trickymindful
@j_emilioh
@yogthos
@jorgeponcecaraz

Top Tweeters in G8:
@melissatweets
@teadrivendev
@vogon
@krveale
@hipsterelectron
@shauncoffey
@alexhanna
@anselmo_c_paiva
@ash2x3
@ypramudya

Top Tweeters in G9:
@suriyasubraman
@ucloudify
@pardoe_ai
@techinjektion
@austin_castel
@gigaom
@ucloudifyai
@primevideo
@odsc
@maggie_albrecht

Top Tweeters in G10:
@ml_tweet_bot
@xzpwedvhhh37i3c
@rstatstweet
@data_nerd
@carlesdijous
@fullnam35087976
@nigelheal
@venturebeat
@jeanlillier
@jacintodavila


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