%22machine learning%22, Twitter, 12/10/2022 12:45:25 AM, 285912
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%22machine learning%22_2022-12-09_16-28-15.xlsx
"machine learning"_2022-12-09_16-28-15.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
December 10, 2022
Short Description:
"machine learning" via NodeXL https://bit.ly/3uEmfjK
@ml_tweet_bot
@thedavescience
@fintasticdata
@akshay_pachaar
@drahmadishanzai
@saboo_shubham_
@tensorflow
@gp_pulipaka
@ipfconline1
@imani_barbarin

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

Description:
Description
The graph represents a network of 7,568 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, 10 December 2022 at 00:39 UTC.

The requested start date was Friday, 09 December 2022 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, 5-hour, 51-minute period from Tuesday, 06 December 2022 at 19:09 UTC to Friday, 09 December 2022 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 : 7568
Unique Edges : 4517
Edges With Duplicates : 9958
Total Edges : 14475
Number of Edge Types : 5
Retweet : 4237
MentionsInRetweet : 5138
Tweet : 2631
Replies to : 658
Mentions : 1811
Self-Loops : 2770
Reciprocated Vertex Pair Ratio : 0.0154960173787111
Reciprocated Edge Ratio : 0.0305191100969766
Connected Components : 1978
Single-Vertex Connected Components : 1037
Maximum Vertices in a Connected Component : 3155
Maximum Edges in a Connected Component : 8635
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.895993
Graph Density : 0.00012244387069592
Modularity : 0.514023
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,568 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, 10 December 2022 at 00:39 UTC.

The requested start date was Friday, 09 December 2022 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, 5-hour, 51-minute period from Tuesday, 06 December 2022 at 19:09 UTC to Friday, 09 December 2022 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:
[53] https://twinybots.ch/
[28] https://www.darkreading.com/threat-intelligence/machine-learning-models-dangerous-new-attack-vector
[25] https://www.mltut.com/best-free-online-courses-for-machine-learning-and-ai/
[21] https://financialcertificationacademy.blogspot.com/2022/12/machine-learning-in-trading-and-finance.html
[18] https://medium.com/analytics-vidhya/which-machine-learning-algorithm-should-you-use-by-problem-type-a53967326566
[18] https://venturebeat.com/ai/google-brings-machine-learning-to-online-spreadsheets-with-simple-ml-for-sheets/
[18] https://www.space.com/amazon-satellites-machine-learning-in-orbit-first?utm_campaign=socialflow&utm_content=space.com&utm_source=twitter.com&utm_medium=social
[17] https://media4you.social/career-development.html/#python
[17] https://media4you.social/career-development.html#datascience
[15] https://insidebigdata.com/2022/08/25/federated-machine-learning-and-its-impact-on-financial-crime-data/

Top URLs in Tweet in G1:
[14] https://twinybots.ch/
[12] https://venturebeat.com/ai/google-brings-machine-learning-to-online-spreadsheets-with-simple-ml-for-sheets/
[11] https://www.space.com/amazon-satellites-machine-learning-in-orbit-first
[5] https://gizmodo.com/twitter-layoffs-elon-musk-ai-ethics-1849743051
[5] https://siliconangle.com/2022/12/07/google-introduces-new-machine-learning-addon-google-sheets/
[4] https://www.darkreading.com/threat-intelligence/machine-learning-models-dangerous-new-attack-vector
[4] https://iknowfirst.com/cryptocurrencies-predictions-based-on-machine-learning-returns-up-to-30-89-in-14-days
[4] https://eventsonair.withgoogle.com/events/women-in-machine-learning-2022
[4] https://venturebeat.com/ai/aws-names-6-key-trends-driving-machine-learning-innovation-and-adoption/
[4] https://www.technewsworld.com/story/researchers-weaponize-machine-learning-models-with-ransomware-177489.html?rss=1&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[12] https://twinybots.ch/
[6] https://github.com/mindsdb/mindsdb/
[5] https://www.waterstechnology.com/
[5] https://news.google.com/__i/rss/rd/articles/CBMidmh0dHBzOi8vd3d3LndhdGVyc3RlY2hub2xvZ3kuY29tL2F3YXJkcy1yYW5raW5ncy83OTUwMzg4L2FmdGFzLTIwMjItYmVzdC1haW1hY2hpbmUtbGVhcm5pbmctaW5pdGlhdGl2ZS1iYW5rLW9mLWFtZXJpY2HSAQA?oc=5&utm_source=dlvr.it&utm_medium=twitter
[5] https://news.google.com/__i/rss/rd/articles/CBMibWh0dHBzOi8vd3d3LmhlYWx0aGNhcmVpdG5ld3MuY29tL25ld3MvaG93LWFpLWFuZC1tYWNoaW5lLWxlYXJuaW5nLWNhbi1wcmVkaWN0LWlsbG5lc3MtYW5kLWJvb3N0LWhlYWx0aC1lcXVpdHnSAQA?oc=5&utm_source=dlvr.it&utm_medium=twitter
[5] https://www.kobo.com/us/en/ebook/balboa-and-the-cyborg-1
[5] https://www.amazon.com/dp/B07HSV579Y
[5] https://www.optidrill.eu/news/optidrill-webinar-on-on-sharing-the-vision-advancing-wells-with-machine-learning-and-sensor-technology/
[4] https://pubs.acs.org/doi/10.1021/acs.analchem.2c03505
[4] http://www.nature.com/

Top URLs in Tweet in G3:
[20] https://www.mltut.com/best-free-online-courses-for-machine-learning-and-ai/
[17] https://media4you.social/career-development.html/#python
[17] https://media4you.social/career-development.html#datascience
[12] https://twinybots.ch/
[11] https://www.theclickreader.com/andrew-ng-courses-all-machine-learning-and-deep-learning-courses/
[9] https://iotcommunity.net/iot-masterclass-edge-analytics-leveraging-computer-vision-sound-wave-recognition-data-streaming-machine-learning-and-ai-to-identify-anomalies-in-real-time/
[8] https://www.kdnuggets.com/2022/12/scikit-learn-machine-learning-cheatsheet.html
[8] https://blog.re-work.co/ai-for-beginners-top-8-resources-for-learning-machine-learning/
[8] https://insidebigdata.com/2022/08/25/federated-machine-learning-and-its-impact-on-financial-crime-data/
[7] https://opendatascience.com/top-12-open-source-machine-learning-projects-of-2022-so-far/

Top URLs in Tweet in G4:
[2] https://www.freecodecamp.org/news/free-machine-learning-course-10-hourse/
[1] https://www.freecodecamp.org/news/machine-learning-for-everybody/
[1] https://medium.com/@gp_pulipaka/top-statistics-books-for-machine-learning-c7aa9e38a1fb

Top URLs in Tweet in G5:
[2] https://arxiv.org/abs/2211.16486
[1] https://www.youtube.com/@3blue1brown
[1] https://www.youtube.com/playlist?list=PLQVvvaa0QuDfKTOs3Keq_kaG2P55YRn5v

[1] https://www.youtube.com/playlist?list=PLEiEAq2VkUULYYgj13YHUWmRePqiu8Ddy

[1] https://github.com/patchy631/machine-learning
[1] https://twitter.com/_lewtun/status/1600135838842511360

Top URLs in Tweet in G6:
[13] https://eventsonair.withgoogle.com/events/women-in-machine-learning-2022?utm_source=tensorflow&utm_medium=social&utm_campaign=women+in+ml
[13] https://www.darkreading.com/threat-intelligence/machine-learning-models-dangerous-new-attack-vector
[6] https://eventsonair.withgoogle.com/events/women-in-machine-learning-2022?talk=session-7
[5] https://workspace.google.com/marketplace/app/simple_ml_for_sheets/685936641092
[4] https://onlinelibrary.wiley.com/doi/10.1002/mbo3.1336#.Y5DG0oRFIJM.twitter
[4] https://eventsonair.withgoogle.com/events/women-in-machine-learning-2022
[3] https://simplemlforsheets.com/tutorial.html
[3] https://developers.google.com/community/devfest
[3] https://www.rsipvision.com/ComputerVisionNews-2022December/4/
[2] https://medium.com/m/global-identity-2?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Flearn-machine-learning-concepts-interactively-6c3f64518da2%3Fsource%3Dsocial.tw

Top URLs in Tweet in G7:
[5] https://www.technologyreview.com/2022/10/25/1062104/machine-learning-new-metals/?utm_medium=tr_social&utm_source=Twitter&utm_campaign=site_visitor.unpaid.engagement
[3] https://ad.doubleclick.net/ddm/trackclk/N3282.8266TECHNOLOGYREVIEW/B27878198.345822357;dc_trk_aid=537320580;dc_trk_cid=177976763;dc_lat=;dc_rdid=;tag_for_child_directed_treatment=;tfua=;ltd=?utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter&utm_medium=tr_social
[2] https://techcommunity.microsoft.com/t5/microsoft-entra-azure-ad-blog/introducing-machine-learning-based-recommendations-in-azure-ad/ba-p/2466923
[2] https://medium.com/microsoftazure/introduction-to-azure-machine-learning-13143ccd19b2?source=rss----8bec1183ada9---4
[2] https://www.merckgroup.com/en/research/open-innovation/innovation-cup/application.html
[1] https://www.databricks.com/dataaisummit/call-for-presentations
[1] https://aws.amazon.com/blogs/machine-learning/build-a-robust-text-based-toxicity-predictor/
[1] https://aws.amazon.com/blogs/machine-learning/use-your-own-training-scripts-and-automatically-select-the-best-model-using-hyperparameter-optimization-in-amazon-sagemaker/
[1] https://aws.amazon.com/blogs/machine-learning/improve-scalability-for-amazon-rekognition-stateless-apis-using-multiple-regions/
[1] https://aws.amazon.com/blogs/machine-learning/deploy-amazon-sagemaker-autopilot-models-to-serverless-inference-endpoints/

Top URLs in Tweet in G8:
[4] https://twinybots.ch/
[3] https://towardsai.net/p/l/seven-dimensions-that-help-understand-machine-learning-environments?utm_source=twitter&utm_medium=social&utm_campaign=rop-content-recycle
[2] https://towardsai.net/p/l/how-to-be-a-machine-learning-engineer
[2] https://community.towardsai.net/
[1] https://towardsai.net/p/machine-learning/top-universities-to-pursue-a-masters-in-machine-learning-ml-in-the-us-ai-d4a461229fbb
[1] https://towardsai.net/p/l/a-guide-to-predictive-lead-scoring-using-machine-learning?utm_source=twitter&utm_medium=social&utm_campaign=rop-content-recycle
[1] https://towardsai.net/p/l/linkedins-typed-feature-architecture-includes-interesting-ideas-for-machine-learning-pipelines
[1] https://towardsai.net/p/l/determine-the-right-airbnb-prices-to-be-set-to-your-home-with-machine-learning?utm_source=twitter&utm_medium=social&utm_campaign=rop-content-recycle
[1] https://medium.com/towards-artificial-intelligence/the-50-best-public-datasets-for-machine-learning-d80e9f030279?source=friends_link&sk=e2b684ab95f649878ef9ec1b4c8f0300
[1] https://towardsai.net/p/l/7-classification-algorithms-for-machine-learning?utm_source=twitter&utm_medium=social&utm_campaign=rop-content-recycle

Top URLs in Tweet in G9:
[21] https://financialcertificationacademy.blogspot.com/2022/12/machine-learning-in-trading-and-finance.html
[5] 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
[5] 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
[5] https://www.amazon.com/Introduction-Machine-Learning-Python-Scientists/dp/1449369413/ref=as_li_ss_tl?dchild=1&keywords=machine+learning&qid=1600290660&sr=8-6&linkCode=sl1&tag=shehan0c-20&linkId=2e01572868300c41e9796ee1a111340d&language=en_US
[4] https://tweetedtimes.com/v/14985
[4] https://mostly.ai/synthetic-data-platform/generate-synthetic-data/?utm_source=MLM&utm_medium=referral&utm_campaign=MLM
[4] Promotional
[4] Post
[4] https://www.analyticsinsight.net/10-best-countries-for-machine-learning-engineers-in-2022/
[3] https://www.amazon.com/Machine-Learning-Absolute-Beginners-Introduction-ebook/dp/B08RWBSKQB?crid=296TDPAN3M1MW&keywords=machine+learning&qid=1670480149&sprefix=machine+learnin,aps,579&sr=8-15&linkCode=sl1&tag=shehan0c-20&linkId=c1202ba023d2c47fdbe8c9c6ce8a2018&language=en_US&ref_=as_li_ss_tl

Top URLs in Tweet in G10:
[2] https://pxl.to/datacamp-sale
[2] https://lnkd.in/dvGVkhi5
[1] https://www.youtube.com/watch?v=7PynB3mfgIw&t=8s

[1] https://aws.amazon.com/blogs/machine-learning/build-a-robust-text-based-toxicity-predictor/
[1] https://www.reddit.com/r/artificial/comments/zf35r0/ask_me_anything_with_ed_grefenstette_head_of/
[1] https://aws.amazon.com/blogs/machine-learning/use-your-own-training-scripts-and-automatically-select-the-best-model-using-hyperparameter-optimization-in-amazon-sagemaker/
[1] https://aws.amazon.com/blogs/machine-learning/improve-scalability-for-amazon-rekognition-stateless-apis-using-multiple-regions/
[1] https://www.reddit.com/r/artificial/comments/zffndg/google_introduces_new_machine_learning_addon_for/
[1] https://aws.amazon.com/blogs/machine-learning/deploy-amazon-sagemaker-autopilot-models-to-serverless-inference-endpoints/
[1] https://aws.amazon.com/blogs/machine-learning/damage-assessment-using-amazon-sagemaker-geospatial-capabilities-and-custom-sagemaker-models/

Top Domains
Top Domains in Tweet in Entire Graph:
[207] amazon.com
[180] twitter.com
[158] medium.com
[147] google.com
[69] youtube.com
[68] kdnuggets.com
[53] twinybots.ch
[52] github.com
[52] binance.com
[48] venturebeat.com

Top Domains in Tweet in G1:
[107] amazon.com
[53] twitter.com
[33] arxiv.org
[25] medium.com
[21] venturebeat.com
[18] kdnuggets.com
[15] linkedin.com
[15] google.com
[14] twinybots.ch
[13] space.com

Top Domains in Tweet in G2:
[92] google.com
[41] binance.com
[26] twitter.com
[26] amazon.com
[21] deepai.org
[16] medium.com
[16] binance.me
[12] twinybots.ch
[10] kdnuggets.com
[10] youtube.com

Top Domains in Tweet in G3:
[46] medium.com
[41] twitter.com
[37] kdnuggets.com
[34] media4you.social
[28] google.com
[27] amazon.com
[22] mltut.com
[21] i384100.net
[18] venturebeat.com
[13] insidebigdata.com

Top Domains in Tweet in G4:
[3] freecodecamp.org
[1] medium.com

Top Domains in Tweet in G5:
[3] youtube.com
[2] arxiv.org
[1] github.com
[1] twitter.com

Top Domains in Tweet in G6:
[24] withgoogle.com
[13] darkreading.com
[8] google.com
[6] medium.com
[6] projectsbasedlearning.com
[4] wiley.com
[4] inventhigh.net
[3] simplemlforsheets.com
[3] rsipvision.com
[2] smartdatacamp.com

Top Domains in Tweet in G7:
[7] amazon.com
[5] technologyreview.com
[4] doubleclick.net
[3] microsoft.com
[2] medium.com
[2] broad.io
[2] merckgroup.com
[2] twitter.com
[1] databricks.com
[1] ter.li

Top Domains in Tweet in G8:
[12] towardsai.net
[4] twinybots.ch
[1] medium.com
[1] github.com
[1] mltut.com
[1] iknowfirst.com
[1] kdnuggets.com
[1] arstechnica.com
[1] datasciencecentral.com
[1] twitter.com

Top Domains in Tweet in G9:
[27] amazon.com
[21] blogspot.com
[9] github.com
[4] tweetedtimes.com
[4] amazon.de
[4] mostly.ai
[4] analyticsinsight.net
[2] jobsforvoice.com
[2] aprendergratis.es
[2] microsoft.com

Top Domains in Tweet in G10:
[7] amazon.com
[3] reddit.com
[2] pxl.to
[2] lnkd.in
[2] hackster.io
[2] builtin.com
[2] unite.ai
[2] marktechpost.com
[2] nature.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[869] machinelearning
[664] ai
[422] datascience
[336] ml
[315] python
[281] bigdata
[202] analytics
[184] iot
[164] 100daysofcode
[158] iiot



Top Hashtags in Tweet in G1:
[100] machinelearning
[62] ai
[23] datascience
[18] ml
[18] bigdata
[17] learning
[16] artificialintelligence
[15] deeplearning
[13] python
[13] technology

Top Hashtags in Tweet in G2:
[88] machinelearning
[66] ai
[33] datascience
[31] ml
[21] artificialintelligence
[19] learning
[14] bigdata
[13] deeplearning
[11] dl
[9] preprints

Top Hashtags in Tweet in G3:
[460] machinelearning
[385] ai
[246] datascience
[231] python
[211] ml
[193] bigdata
[159] iot
[156] analytics
[134] 100daysofcode
[128] iiot

Top Hashtags in Tweet in G4:
[2] statistics
[2] datascientists
[2] bigdata
[2] analytics
[2] datascience
[2] iot
[2] iiot
[2] pytorch
[2] python
[2] rstats

Top Hashtags in Tweet in G6:
[89] simplemlforsheets
[20] ml
[19] ai
[18] datascience
[17] wimlsymposium
[17] machinelearning
[17] bigdata
[15] programming
[14] python
[8] 100daysofcode

Top Hashtags in Tweet in G7:
[7] neurips2022
[5] machinelearning
[4] azure
[4] whyiscience
[4] infosyscobalt
[3] covid
[3] ml
[3] opencv
[3] pythonprogramming
[2] azuremachinelearning

Top Hashtags in Tweet in G8:
[10] machinelearning
[8] datascience
[8] mw
[6] latest
[4] ai
[4] iot
[4] learning
[4] bigdata
[4] analytics
[4] iiot

Top Hashtags in Tweet in G9:
[28] machinelearning
[27] datascience
[22] python
[18] bigdata
[18] analytics
[15] iiot
[15] javascript
[14] tensorflow
[8] ai
[8] ml

Top Hashtags in Tweet in G10:
[29] ai
[23] machinelearning
[22] datascience
[17] tech
[16] technology
[16] ml
[16] neuralnetworks
[15] agi
[13] deeplearning
[10] chatgpt

Top Words
Top Words in Tweet in Entire Graph:
[6562] learning
[6373] machine
[1464] data
[1262] ai
[867] #machinelearning
[732] ml
[666] python
[664] #ai
[659] sql
[590] science

Top Words in Tweet in G1:
[1237] learning
[1194] machine
[252] ai
[251] data
[110] models
[105] ml
[100] #machinelearning
[92] google
[90] using
[84] more

Top Words in Tweet in G2:
[976] learning
[957] machine
[199] ai
[194] data
[88] #machinelearning
[75] use
[66] #ai
[64] feature
[64] using
[63] look

Top Words in Tweet in G3:
[458] #machinelearning
[429] learning
[394] machine
[385] #ai
[246] #datascience
[231] #python
[211] #ml
[193] #bigdata
[159] #iot
[156] #analytics

Top Words in Tweet in G4:
[601] sql
[302] pandas
[300] exercises
[300] coding
[300] 10
[300] master
[300] favorite
[300] mode
[300] websites
[300] kaggle

Top Words in Tweet in G5:
[329] learning
[326] machine
[266] career
[265] back
[265] started
[210] akshay_pachaar
[177] python
[171] data
[170] here's
[170] libraries

Top Words in Tweet in G6:
[329] ml
[136] tensorflow
[136] learning
[136] machine
[118] google
[111] make
[107] sheets
[102] simple
[97] add
[94] accessible

Top Words in Tweet in G7:
[127] machine
[122] learning
[36] data
[25] best
[22] work
[20] science
[18] models
[18] ai
[16] ml
[15] more

Top Words in Tweet in G8:
[137] learning
[130] machine
[94] data
[64] python
[52] science
[47] month
[36] learn
[36] free
[35] xgboost
[34] dankornas

Top Words in Tweet in G9:
[237] learning
[185] machine
[91] python
[84] trading
[62] scikit
[57] tensorflow
[54] keras
[53] learn
[42] momentum
[42] quantitative

Top Words in Tweet in G10:
[138] learning
[132] machine
[33] poem
[29] bigram
[29] inspired
[29] #ai
[23] #machinelearning
[23] more
[22] #datascience
[21] ai

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6179] machine,learning
[517] data,science
[330] ai,machine
[313] until,master
[313] master,mode
[313] 10,favorite
[313] favorite,websites
[313] websites,drill
[313] coding,exercises
[313] kaggle,pandas

Top Word Pairs in Tweet in G1:
[1185] machine,learning
[68] ai,machine
[60] artificial,intelligence
[55] learning,models
[53] data,science
[41] learning,algorithms
[34] learning,model
[34] simple,ml
[32] using,machine
[28] intelligence,machine

Top Word Pairs in Tweet in G2:
[933] machine,learning
[68] ai,machine
[56] closer,look
[56] learning,feature
[56] look,machine
[56] feature,store
[46] data,science
[37] using,machine
[34] artificial,intelligence
[30] prizm,news

Top Word Pairs in Tweet in G3:
[381] machine,learning
[119] #ai,#ml
[112] #bigdata,#analytics
[112] #iot,#iiot
[87] #analytics,#datascience
[84] #ai,#machinelearning
[81] #python,#rstats
[69] #ml,#dl
[59] #datascience,#ai
[49] learning,data

Top Word Pairs in Tweet in G4:
[300] mode,sql
[300] exercises,until
[300] websites,drill
[300] 10,favorite
[300] master,mode
[300] until,master
[300] pandas,datalemur
[300] kaggle,pandas
[300] drill,coding
[300] favorite,websites

Top Word Pairs in Tweet in G5:
[326] machine,learning
[265] started,career
[170] python,machine
[169] here's,list
[169] list,python
[169] science,back
[169] back,2016
[169] 2016,here's
[169] learning,libraries
[169] data,science

Top Word Pairs in Tweet in G6:
[129] machine,learning
[102] simple,ml
[97] ml,sheets
[92] add,google
[92] released,simple
[92] make,ml
[89] ml,experts
[89] ml,accessible
[89] #simplemlforsheets,add
[89] sheets,#simplemlforsheets

Top Word Pairs in Tweet in G7:
[119] machine,learning
[17] data,science
[14] youtube,channels
[13] best,youtube
[13] ai,machine
[12] corey,schafer
[12] blue,ms
[12] channels,data
[12] schafer,sql
[12] python,corey

Top Word Pairs in Tweet in G8:
[130] machine,learning
[52] data,science
[51] science,machine
[32] learning,algorithm
[32] become,very
[32] popular,recent
[32] powerful,machine
[32] very,popular
[32] years,kaggle
[32] algorithm,become

Top Word Pairs in Tweet in G9:
[185] machine,learning
[48] tensorflow,keras
[44] python,tensorflow
[42] learning,trading
[42] hedging,python
[42] trading,finance
[42] momentum,trading
[42] trading,hedging
[42] pairs,momentum
[42] finance,quantitative

Top Word Pairs in Tweet in G10:
[106] machine,learning
[29] bigram,poem
[29] poem,inspired
[25] machine,machine
[22] learning,learning
[16] read,more
[16] #tech,#technology
[16] #ai,#ml
[15] #neuralnetworks,#ai
[15] #technology,#datascience

Top Replied-To
Top Replied-To in Entire Graph:
@suhailkakar
@cryptocevo
@whalecointalk
@stealcase
@sommfinance
@polo_kimani
@devtobs
@darrylmason
@suhail
@ylecun

Top Replied-To in G1:
@nanoputty

Top Replied-To in G2:
@sommfinance
@polo_kimani
@taliaringer
@aspentech
@mutuauniversal
@fetch_ai
@disesdi
@svpino
@wadaniel
@agazdecki

Top Replied-To in G3:
@andrewyng
@3d_director
@google
@nvidia
@jdfaviz

Top Replied-To in G6:
@csaba_kissi
@grepleigh
@darkreading
@lexidarkk

Top Replied-To in G7:
@thesequenceai
@shoshievass
@renebrandel
@pwang
@ehmatthes
@benjaminrva
@muhnamejamalp
@swapnakpanda

Top Replied-To in G9:
@microsoft
@perseussan
@santhoshkumars_
@misannthrop
@binx3ps

Top Replied-To in G10:
@elisha_bulalu
@juanito_web3
@openai
@kurokikaze
@assemblyai
@henrymeade
@carniphage
@sama

Top Mentioned
Top Mentioned in Entire Graph:
@thedavescience
@akshay_pachaar
@tensorflow
@saboo_shubham_
@gp_pulipaka
@imani_barbarin
@eli_krumova
@livebookdev
@toshi_tools
@gandalfcryptto

Top Mentioned in G1:
@healthdatanews
@bizswell
@thedsguru
@aldonsmith7
@wearecrewtalent
@eelrekab
@pinkopatriot
@alexbilz
@cheepguava
@fihmai

Top Mentioned in G2:
@edgeimpulse
@amd
@ainewsfeed
@bigrampoetry
@kdnuggets
@hacksterio
@rorymacbeth
@ualberta
@avnet
@xilinxinc

Top Mentioned in G3:
@gp_pulipaka
@eli_krumova
@ingliguori
@ipfconline1
@kirkdborne
@sourabhskatoch
@spirosmargaris
@enfusesolution
@tut_ml
@kdnuggets

Top Mentioned in G4:
@thedavescience
@akshay_pachaar
@freecodecamp
@kylieyying
@saboo_shubham_
@svpino
@digitalhealthxx

Top Mentioned in G5:
@akshay_pachaar
@saboo_shubham_
@huggingface
@thedavescience
@opencatalyst
@param_eth
@nutlope
@abhshkdz
@sharonibejih

Top Mentioned in G6:
@tensorflow
@darkreading
@import_robs
@aureliengeron
@googledevs
@_lewtun
@jocarrasqueira
@michellercarney
@ericcurts
@lexidarkk

Top Mentioned in G7:
@juhreka13
@swapnakpanda
@straightedge
@techreview
@msftresearch
@awsblogs
@lestermackey
@ana_sanchezf
@vanishingdata

Top Mentioned in G8:
@dankornas
@itsafiz
@thenaijacarguy
@thegoldsuite
@towards_ai
@farazmunshi
@avikumart_
@gp_pulipaka
@simonholdorf
@thedavescience

Top Mentioned in G9:
@issac_py
@ide747
@bdanalyticsnews
@mlrepositories
@microsoft
@rasangarocks
@hernangraffe
@theslasherchick
@mostly_ai
@daansan_ml

Top Mentioned in G10:
@openai
@rladiesrome
@metacode
@xzinft
@rconsortium
@huttoncp
@iamchuckrussell
@bofa_business
@emefakpegba
@torstenvolk

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@gambiste1
@welt_eu
@cybersecurityn8
@3novices
@bannerite
@vonrosenchild
@frontendla
@dataaugmented

Top Tweeters in G1:
@frontendla
@rvp
@pavelnosok
@miragenewscom
@m157q_news_rss
@jvcrum
@jobstairs_jobs
@seigetsu
@rdelinfo
@first_issues

Top Tweeters in G2:
@ml_tweet_bot
@lelkan
@tian_a1
@zazarat
@shopy_cart
@physorg_health
@dataemia
@7wdata
@cyberdfir
@cmsnice_com

Top Tweeters in G3:
@sectest9
@chidambara09
@cybersecurityn8
@morgfair
@ssxman2
@calcaware
@pvalsfr
@ricardo_ik_ahau
@taevisionceo
@nicochan33

Top Tweeters in G4:
@fernandonaranjo
@okugbenie
@montelookast
@phani_nath
@ascendingsoul_
@lambimbodiolo
@tahirgroot
@20bluecrowns
@adefikayo
@digitalhealthxx

Top Tweeters in G5:
@xdiegoramirezx
@arturo2driguez
@gowthamsadasiva
@stream_wheel
@herrshola
@iam_hippolytus
@kiranshindes
@pricardoxavier
@mythicalcmd
@fahadgorain

Top Tweeters in G6:
@welt_eu
@georgeafg
@pageman
@rejectionking
@stevensaucedo95
@emekaokoye
@bindermichi
@markj_ohnson
@ka_tana
@scobleizer

Top Tweeters in G7:
@vonrosenchild
@ayirpelle
@hubbucket
@msbellows
@scieducation1
@wired
@jamesdeel1
@techreview
@nkobufor
@olu_gh

Top Tweeters in G8:
@sm_telecomm
@montooshah
@frank_obiora
@motlatsimotseki
@rileydrizzy
@thegoldsuite
@hernanifmo
@stevemmattison
@dness93
@towards_ai

Top Tweeters in G9:
@fullnam35087976
@pythonbot_by_pm
@hernangraffe
@laliga
@rangerstation
@luisesgo
@gaiapluto
@readingjeannie
@ide747
@allenrevans

Top Tweeters in G10:
@dataaugmented
@rstatstweet
@ucloudifyai
@viticci
@rstats4ds
@rstats_tweets
@danielscarvalho
@iamchuckrussell
@bigrampoetry
@metacode


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