deeplearning, Twitter, 2/8/2023 5:32:35 PM, 288908


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deeplearning_2023-02-08_09-14-41.xlsx
deeplearning_2023-02-08_09-14-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 08, 2023
Short Description:
deeplearning via NodeXL https://bit.ly/40RbjOO
@spirosmargaris
@kirkdborne
@eli_krumova
@datasciencedojo
@analogique2018
@ipfconline1
@aiworldon
@miketamir
@ronald_vanloon
@rahul05ranjan

Top hashtags:
#deeplearning
#ai
#datascience
#machinelearning

Description:
Description
The graph represents a network of 2,132 Twitter users whose recent tweets contained "deeplearning", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 17:21 UTC.

The tweets in the network were tweeted over the 1476-day, 9-hour, 40-minute period from Wednesday, 23 January 2019 at 15:20 UTC to Wednesday, 08 February 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 2132
Unique Edges : 1464
Edges With Duplicates : 8364
Total Edges : 9828
Number of Edge Types : 8
Tweet : 2019
Retweet : 2813
MentionsInRetweet : 3497
Mentions : 1129
Quote : 29
Replies to : 91
MentionsInReplyTo : 108
MentionsInQuote : 142
Self-Loops : 2677
Reciprocated Vertex Pair Ratio : 0.0269151138716356
Reciprocated Edge Ratio : 0.0524193548387097
Connected Components : 342
Single-Vertex Connected Components : 205
Maximum Vertices in a Connected Component : 1463
Maximum Edges in a Connected Component : 8649
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.081433
Graph Density : 0.000655031637852024
Modularity : 0.271957
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,132 Twitter users whose recent tweets contained "deeplearning", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 17:21 UTC.

The tweets in the network were tweeted over the 1476-day, 9-hour, 40-minute period from Wednesday, 23 January 2019 at 15:20 UTC to Wednesday, 08 February 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : deeplearning
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:
[288] https://twitter.com/DataScienceDojo/status/1622703706583040006/photo/1
[91] https://twinybots.ch/
[88] https://github.com/girliemac/a-picture-is-worth-a-1000-words/tree/main/ai?utm_content=237097387&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[60] https://twitter.com/search?q=amzn.to%20from:kirkdborne&src=typed_query&f=live
[32] https://www.weforum.org/agenda/2023/02/generative-ai-explain-algorithms-work/
[32] https://play.google.com/store/apps/details?id=com.tubers.nft.creator.photo.editor&hl=en&gl=US
[26] https://play.google.com/store/apps/details?id=com.greenline.recovery.recyclebin.data.recovery
[25] https://veille-cyber.com/know-your-organizations-cybersecurity-risk-today-request-your-free-risk-report/
[23] https://publish.buffer.com/compose?text=Diffusion+Models+-+Live+Coding+Tutorial&url=https://www.youtube.com/watch%3Fv%3DYCPKehpaE4o&placement=hover_button_image

[22] https://www.engadget.com/roku-tv-select-premium-televisions-140014570.html?src=rss

Top URLs in Tweet in G1:
[24] https://www.weforum.org/agenda/2023/02/generative-ai-explain-algorithms-work/
[17] http://brainstormingbox.org/deep-learning-is-not-enough-deep-reasoning-is-the-answer/
[16] https://time.com/6252404/mira-murati-chatgpt-openai-interview/
[16] https://hbr.org/2023/02/how-ai-will-transform-project-management
[16] https://twitter.com/DataScienceDojo/status/1622703706583040006/photo/1
[14] https://www.cnet.com/science/the-humanoid-robot-nasa-is-helping-build/
[10] https://www.engadget.com/willow-breast-pump-apple-watch-app-130019301.html?src=rss
[10] https://twinybots.ch/
[9] https://www.popsci.com/technology/artificial-intelligence-definition/
[9] https://www.theverge.com/23551060/elon-musk-twitter-takeover-layoffs-workplace-salute-emoji

Top URLs in Tweet in G2:
[32] https://play.google.com/store/apps/details?id=com.tubers.nft.creator.photo.editor&hl=en&gl=US
[26] https://play.google.com/store/apps/details?id=com.greenline.recovery.recyclebin.data.recovery
[24] https://veille-cyber.com/know-your-organizations-cybersecurity-risk-today-request-your-free-risk-report/
[20] https://twinybots.ch/
[20] https://twitter.com/DataScienceDojo/status/1622703706583040006/photo/1
[13] https://open.substack.com/pub/mlearning/p/what-exactly-is-a-prompt-injection?r=z7zu8&utm_campaign=post&utm_medium=web
[11] https://getpvaaccount.com/buy-google-voice-accounts/
[10] https://veille-cyber.com/genius-or-subpar-ai-mathematician/
[10] https://ckarchive.com/b/5quvh7hv90xe7
[9] https://getpvaaccount.com/buy-edu-emails/

Top URLs in Tweet in G3:
[14] https://aizone.cloud/
[13] https://sd-korp.com/meilleur-strategie-de-trading-crypto-4h
[12] https://twinybots.ch/
[6] https://deeplearning.ai/
[6] https://www.amazon.com/dp/B0BS73QCHZ
[4] https://twitter.com/therunninglight/status/1622829569249280001/photo/1
[4] https://twitter.com/therunninglight/status/1622900029706076161/photo/1
[4] https://twitter.com/therunninglight/status/1622910732798148608/photo/1
[4] https://twitter.com/Valehna_/status/1622752418374250497/photo/1
[3] https://twitter.com/Sulekha_US/status/1622499131372539904/photo/1

Top URLs in Tweet in G4:
[55] https://twitter.com/search?q=amzn.to%20from:kirkdborne&src=typed_query&f=live
[14] https://probml.github.io/pml-book/book1.html
[7] https://venturebeat.com/ai/who-will-compete-with-chatgpt-meet-the-contenders-the-ai-beat/
[6] https://pyimagesearch.com/2023/02/06/training-a-custom-image-classification-network-for-oak-d/
[5] https://www.iotworldtoday.com/2022/12/12/prediction-of-alzheimers-stages-more-accurate-with-ml/
[5] https://aws.amazon.com/events/innovate-online-conference/americas/
[5] https://apolloscape.auto/
[5] https://abacus.ai/
[4] https://arxiv.org/abs/2111.14051
[4] https://www.datasciencecentral.com/profiles/blogs/deep-learning-techniques-for-cyber-security

Top URLs in Tweet in G5:
[236] https://twitter.com/DataScienceDojo/status/1622703706583040006/photo/1
[63] https://github.com/girliemac/a-picture-is-worth-a-1000-words/tree/main/ai?utm_content=237097387&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[36] https://twinybots.ch/
[8] https://www.engadget.com/roku-tv-select-premium-televisions-140014570.html?src=rss
[5] https://www.engadget.com/willow-breast-pump-apple-watch-app-130019301.html?src=rss
[4] https://mlearning.substack.com/p/what-exactly-is-a-prompt-injection?r=z7zu8&utm_campaign=post&utm_medium=web
[4] https://medium.com/next-top-writers/18-days-432-hours-23165689a36b
[3] https://github.com/ahmadali-jamali/feature-selcetion
[3] https://www.pcmag.com/news/chatgpt-passes-google-coding-interview-for-level-3-engineer-with-183k-salary
[2] https://medium.com/@cgtyklnc/how-to-build-your-career-in-ai-683b2e234f00?source=rss------artificial_intelligence-5

Top URLs in Tweet in G6:
[7] https://www.youtube.com/watch?v=rVP2tcF_yRI

[7] https://www.amazon.com/Pragmatic-Machine-Learning-Python-Production/dp/938984536X?_encoding=UTF8&qid=&sr=&linkCode=sl1&tag=kirkdborne-20&linkId=7c6c18f98f3ca18f633f52d573932705&language=en_US&ref_=as_li_ss_tl
[7] https://programming-hero.com/blog/the-2020-game-developer-roadmap.html
[6] https://www.youtube.com/watch?v=YUyec4eCEiY&feature=youtu.be

[6] https://betterprogramming.pub/a-guide-to-deep-learning-and-neural-networks-a2379c42f59b
[6] https://thecleverprogrammer.com/2020/11/27/machine-learning-algorithms-with-python/
[6] https://www.geeksforgeeks.org/clustering-in-machine-learning/
[6] https://statanalytica.com/blog/statistics-for-data-science/
[6] https://psych252.github.io/psych252book/cheatsheets-7.html
[6] https://www.amazon.com/dp/0137470355/r?tag=gppulipaka-20&geniuslink=true

Top URLs in Tweet in G7:
[20] https://publish.buffer.com/compose?text=Diffusion+Models+-+Live+Coding+Tutorial&url=https://www.youtube.com/watch%3Fv%3DYCPKehpaE4o&placement=hover_button_image

[8] https://twitter.com/DataScienceDojo/status/1622703706583040006/photo/1
[5] https://twinybots.ch/
[4] https://towardsdatascience.com/dont-start-your-sql-queries-with-select-clause-d30fa1b701f6
[4] https://www.alignmentforum.org/posts/GctJD5oCDRxCspEaZ/clarifying-ai-x-risk
[4] https://www.datasciencecentral.com/
[3] https://shakoist.substack.com/p/why-business-data-science-irritates
[3] https://towardsdatascience.com/statistics-bootcamp-8-a-tale-of-two-means-ecec013ae414
[2] https://www.datafantic.com/failed-project-how-bad-is-the-real-estate-market-getting/
[2] https://mljar.com/blog/jupyter-notebook-presentation/

Top URLs in Tweet in G8:
[2] https://www.deeplearning.ai/the-batch/shutterstocks-new-generative-ai-tool-will-pay-artists/?utm_campaign=The%20Batch&utm_content=236790903&utm_medium=social&utm_source=twitter&hss_channel=tw-992153930095251456
[1] https://theaisummer.com/self-supervised-representation-learning-computer-vision/?utm_content=234634349&utm_medium=social&utm_source=twitter&hss_channel=tw-1259466268505243649
[1] https://usc.zoom.us/webinar/register/WN__0VhakI6Q6i3JsasdmNWcA
[1] https://twitter.com/USC_ISI/status/1622644791652515877/photo/1
[1] https://arxiv.org/abs/2203.06125
[1] https://twitter.com/benrozemberczki/status/1622531696326213634/photo/1
[1] https://www.deeplearning.ai/the-batch/tesla-allegedly-misled-the-public-about-its-self-driving/?utm_campaign=The%20Batch&utm_content=236787974&utm_medium=social&utm_source=twitter&hss_channel=tw-992153930095251456
[1] https://www.deeplearning.ai/the-batch/large-nlp-models-struggle-with-logical-reasoning/?utm_campaign=The%20Batch&utm_content=236791088&utm_medium=social&utm_source=twitter&hss_channel=tw-992153930095251456
[1] https://www.deeplearning.ai/blog/answers-from-the-instructor-mathematics-for-machine-learning/
[1] https://publish.buffer.com/compose?text=Diffusion+Models+-+Live+Coding+Tutorial&url=https://www.youtube.com/watch%3Fv%3DYCPKehpaE4o&placement=hover_button_image


Top URLs in Tweet in G9:
[7] https://twitter.com/alvinfoo/status/1622490281382641666/photo/1
[6] https://www.cnet.com/tech/computing/google-unveils-bard-its-chatgpt-rival-for-ai-powered-conversation/
[5] https://www.analyticsinsight.net/a-detailed-guide-to-data-science-in-2023/
[4] https://healthexec.com/topics/artificial-intelligence/fda-has-now-cleared-more-500-healthcare-ai-algorithms
[4] https://arstechnica.com/information-technology/2023/02/microsoft-announces-ai-powered-bing-search-and-edge-browser/
[4] https://twitter.com/DataScienceDojo/status/1622703706583040006/photo/1
[3] https://www.analyticsinsight.net/why-data-quality-determines-success-in-data-science/
[2] https://www.bluejobpool.com/product/buy-real-instagram-followers/
[2] https://getpvaaccount.com/buy-google-voice-accounts/
[2] https://getpvaaccount.com/product/fresh-twitter-accounts/

Top URLs in Tweet in G10:
[1] https://ai.googleblog.com/2023/02/google-research-2022-beyond-algorithms.html
[1] https://twitter.com/GoogleAI/status/1623047903919874050/photo/1
[1] https://github.com/google-research/tuning_playbook
[1] https://news.google.com/rss/articles/CBMiXGh0dHBzOi8vdGR3aS5vcmcvYXJ0aWNsZXMvMjAyMy8wMi8wNi9iaS1hbGwtbXVzdC1rbm93LWRhdGEtc3RyYXRlZ3ktcHJpb3JpdGllcy1mb3ItY2lvcy5hc3B40gEA?oc=5&utm_content=buffer897c4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/andresvilarino/status/1622924635477012480/photo/1
[1] https://news.google.com/rss/articles/CBMiXWh0dHBzOi8vZWFydGhza3kub3JnL3NwYWNlL2FpLXNlYXJjaC1mb3ItYWxpZW5zLWJyZWFrdGhyb3VnaC1saXN0ZW4tc2V0aS04LXBvdGVudGlhbC1zaWduYWxzL9IBAA?oc=5&utm_content=buffer519f0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/andresvilarino/status/1622608300847276032/photo/1
[1] https://news.google.com/rss/articles/CBMibGh0dHBzOi8vd3d3LmJpb3NwZWN0cnVtaW5kaWEuY29tL3ZpZXdzLzE3LzIyNTQyL2hvdy1lYXJseS1kaWFnbm9zdGljLXRlY2gtY2FuLXN0b3AtY2FuY2VyLWluLWl0cy10cmFja3MuaHRtbNIBAA?oc=5&utm_content=buffer550b9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/andresvilarino/status/1622548415304400899/photo/1
[1] https://news.google.com/rss/articles/CBMidWh0dHBzOi8vaW5kaWFhaS5nb3YuaW4vYXJ0aWNsZS9mZWRlcmF0ZWQtbGVhcm5pbmctbmV1cmFsLW9yZGluYXJ5LWRpZmZlcmVudGlhbC1lcXVhdGlvbnMtYW5kLXRlbXBvcmFsLXBvaW50LXByb2Nlc3Nlc9IBAA?oc=5&utm_content=bufferc7985&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[1996] twitter.com
[181] veille-cyber.com
[172] google.com
[158] medium.com
[132] github.com
[91] twinybots.ch
[90] i384100.net
[80] amazon.com
[78] youtube.com
[60] substack.com

Top Domains in Tweet in G1:
[221] twitter.com
[36] medium.com
[31] weforum.org
[25] cnet.com
[21] forbes.com
[20] engadget.com
[17] brainstormingbox.org
[17] theverge.com
[16] time.com
[16] hbr.org

Top Domains in Tweet in G2:
[725] twitter.com
[170] veille-cyber.com
[147] google.com
[86] i384100.net
[37] substack.com
[36] amazon.com
[33] medium.com
[30] getpvaaccount.com
[25] github.com
[23] localserviceusa.com

Top Domains in Tweet in G3:
[171] twitter.com
[30] medium.com
[14] aizone.cloud
[13] sd-korp.com
[12] twinybots.ch
[10] deeplearning.ai
[10] linkedin.com
[8] deeplearning-cp.com
[7] nvidia.com
[7] youtube.com

Top Domains in Tweet in G4:
[106] twitter.com
[24] arxiv.org
[15] amazon.com
[15] github.io
[11] datasciencecentral.com
[9] venturebeat.com
[7] abacus.ai
[7] mltut.com
[6] pyimagesearch.com
[5] iotworldtoday.com

Top Domains in Tweet in G5:
[245] twitter.com
[67] github.com
[36] twinybots.ch
[13] engadget.com
[12] medium.com
[5] substack.com
[3] forbes.com
[3] kdnuggets.com
[3] pcmag.com
[2] arxiv.org

Top Domains in Tweet in G6:
[281] twitter.com
[41] youtube.com
[31] medium.com
[18] amazon.com
[15] bluejobpool.com
[10] mltut.com
[9] co.uk
[8] morioh.com
[7] localserviceusa.com
[7] programming-hero.com

Top Domains in Tweet in G7:
[20] buffer.com
[17] twitter.com
[8] towardsdatascience.com
[5] datasciencecentral.com
[5] twinybots.ch
[4] alignmentforum.org
[3] github.com
[3] substack.com
[2] datafantic.com
[2] mljar.com

Top Domains in Tweet in G8:
[6] deeplearning.ai
[3] twitter.com
[2] arxiv.org
[1] theaisummer.com
[1] zoom.us
[1] buffer.com
[1] github.com
[1] machinelearningmastery.com
[1] kaggle.com
[1] sciencedirect.com

Top Domains in Tweet in G9:
[27] twitter.com
[8] analyticsinsight.net
[7] bluejobpool.com
[6] cnet.com
[6] getpvaaccount.com
[4] healthexec.com
[4] arstechnica.com
[3] amazon.com
[2] github.com
[2] usaonlineservice.com

Top Domains in Tweet in G10:
[20] twitter.com
[19] google.com
[1] googleblog.com
[1] github.com
[1] zdnet.com
[1] c3.ai
[1] thetechnologyletter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3190] deeplearning
[2621] ai
[2398] datascience
[1785] machinelearning
[1738] artificialintelligence
[1544] python
[1303] bigdata
[1241] 100daysofcode
[1153] ml
[1052] iot



Top Hashtags in Tweet in G1:
[458] ai
[299] deeplearning
[246] machinelearning
[209] fintech
[165] artificialintelligence
[121] bigdata
[114] datascience
[105] iot
[88] chatgpt
[44] generativeai

Top Hashtags in Tweet in G2:
[1568] datascience
[1552] deeplearning
[1214] artificialintelligence
[1172] python
[1165] ai
[980] 100daysofcode
[879] datascientists
[774] ml
[741] bigdata
[730] tech

Top Hashtags in Tweet in G3:
[290] deeplearning
[123] machinelearning
[121] ai
[77] artificialintelligence
[66] datascience
[63] python
[44] bigdata
[28] ml
[26] nlp
[25] cybersecurity

Top Hashtags in Tweet in G4:
[139] ai
[127] datascience
[125] bigdata
[120] machinelearning
[83] deeplearning
[55] bots
[31] neuralnetworks
[31] iot
[30] ml
[26] iiot

Top Hashtags in Tweet in G5:
[155] deeplearning
[128] ai
[102] datascience
[38] artificialintelligence
[38] ml
[34] learning
[33] machinelearning
[25] datascientists
[25] codenewbies
[25] tech

Top Hashtags in Tweet in G6:
[243] datascience
[238] machinelearning
[233] ai
[223] deeplearning
[151] python
[150] bigdata
[149] analytics
[146] ml
[126] 100daysofcode
[125] iot

Top Hashtags in Tweet in G7:
[86] deeplearning
[65] ai
[39] machinelearning
[24] datascience
[8] ml
[6] learning
[6] bigdata
[5] dl
[5] artificialintelligence
[4] chatbot

Top Hashtags in Tweet in G8:
[12] ai
[11] deeplearning
[6] machinelearning
[5] drugdiscovery
[4] thebatch
[4] artificialintelligence
[3] bioinformatics
[3] datavisualization
[3] datascience
[3] compchem

Top Hashtags in Tweet in G9:
[80] ai
[69] machinelearning
[60] 100daysofcode
[59] datascience
[47] deeplearning
[34] artificialintelligence
[32] analytics
[31] bigdata
[30] python
[26] 5g

Top Hashtags in Tweet in G10:
[58] deeplearning
[22] ai
[21] artificialintelligence
[20] tech
[20] data
[19] ml
[19] dl
[18] machinelearning
[18] algorithm
[17] technology

Top Words
Top Words in Tweet in Entire Graph:
[3192] #deeplearning
[2626] #ai
[2405] #datascience
[1787] #machinelearning
[1738] #artificialintelligence
[1544] #python
[1310] #bigdata
[1243] #100daysofcode
[1156] #ml
[1052] #iot

Top Words in Tweet in G1:
[458] #ai
[299] #deeplearning
[246] #machinelearning
[209] #fintech
[172] spirosmargaris
[165] #artificialintelligence
[121] #bigdata
[114] #datascience
[105] #iot
[91] mikequindazzi

Top Words in Tweet in G2:
[1568] #datascience
[1552] #deeplearning
[1214] #artificialintelligence
[1172] #python
[1166] #ai
[980] #100daysofcode
[884] account
[879] #datascientists
[855] recovery
[774] #ml

Top Words in Tweet in G3:
[290] #deeplearning
[123] #machinelearning
[121] #ai
[77] #artificialintelligence
[72] learning
[66] #datascience
[63] #python
[61] ai
[56] usdt
[53] long

Top Words in Tweet in G4:
[181] kirkdborne
[139] #ai
[127] #datascience
[125] #bigdata
[120] #machinelearning
[83] #deeplearning
[58] see
[56] books
[55] #bots
[55] favorite

Top Words in Tweet in G5:
[155] #deeplearning
[128] #ai
[102] #datascience
[70] datasciencedojo
[67] learning
[62] deep
[62] notes
[38] #ml
[38] #artificialintelligence
[34] #learning

Top Words in Tweet in G6:
[250] #datascience
[240] #machinelearning
[237] #ai
[225] #deeplearning
[173] eli_krumova
[154] #analytics
[154] #bigdata
[151] #python
[149] #ml
[128] #100daysofcode

Top Words in Tweet in G7:
[86] #deeplearning
[65] #ai
[48] learning
[39] #machinelearning
[36] miketamir
[26] machine
[24] #datascience
[20] free
[20] probabilistic
[20] textbook

Top Words in Tweet in G8:
[39] learning
[28] representation
[24] read
[20] pretraining
[20] paper
[20] oxer22
[20] protein
[20] structure
[20] geometric
[20] recommended

Top Words in Tweet in G9:
[80] #ai
[69] #machinelearning
[60] #100daysofcode
[59] #datascience
[47] #deeplearning
[34] #bigdata
[34] #artificialintelligence
[32] #analytics
[30] #python
[26] #5g

Top Words in Tweet in G10:
[58] #deeplearning
[37] googleai
[35] important
[34] both
[34] more
[34] used
[34] models
[34] today
[34] robust
[34] become

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[893] #datascience,#datascientists
[798] #ai,#ml
[753] #artificialintelligence,#ai
[728] #python,#coding
[701] #tech,#deeplearning
[691] #javascript,#rstats
[687] #programming,#linux
[664] #coding,#javascript
[658] #rstats,#100daysofcode
[658] #100daysofcode,#programming

Top Word Pairs in Tweet in G1:
[91] #machinelearning,#deeplearning
[83] #deeplearning,#iot
[69] #ai,#deeplearning
[55] #fintech,#ai
[49] #fintech,#artificialintelligence
[47] #machinelearning,#datascience
[46] #ai,#machinelearning
[44] #artificialintelligence,#machinelearning
[41] #iot,#bigdata
[34] #artificalintelligence,#machinelearning

Top Word Pairs in Tweet in G2:
[833] #datascience,#datascientists
[702] #python,#coding
[673] #javascript,#rstats
[668] #programming,#linux
[655] #artificialintelligence,#ai
[650] #tech,#deeplearning
[646] #coding,#javascript
[640] #rstats,#100daysofcode
[637] #100daysofcode,#programming
[621] #ai,#ml

Top Word Pairs in Tweet in G3:
[52] #machinelearning,#deeplearning
[49] usdt,pnl
[36] deep,learning
[22] machine,learning
[18] #python,#deeplearning
[17] #ai,#iot
[16] #ai,#deeplearning
[15] #artificialintelligence,#deeplearning
[14] quality,assignment
[14] #datascience,#python

Top Word Pairs in Tweet in G4:
[98] #bigdata,#datascience
[76] #datascience,#ai
[55] things,covering
[55] #ai,#bots
[55] favorite,books
[55] books,things
[55] see,favorite
[55] kirkdborne,see
[55] covering,#bigdata
[54] #bots,#machinelearnin

Top Word Pairs in Tweet in G5:
[61] deep,learning
[61] learning,notes
[60] #ai,#datascience
[60] #deeplearning,#ai
[59] notes,#deeplearning
[58] datasciencedojo,deep
[35] #ai,#ml
[26] #deeplearning,#learning
[25] #ml,#datascience
[25] #datascience,#datascientists

Top Word Pairs in Tweet in G6:
[75] #ai,#ml
[68] #iot,#iiot
[63] #iiot,#iotpl
[62] #datascience,#analytics
[54] #machinelearning,#deeplearning
[53] #bigdata,#analytics
[44] #ai,#machinelearning
[43] #machinelearning,#ml
[42] #analytics,#bigdata
[41] #analytics,#ai

Top Word Pairs in Tweet in G7:
[43] #ai,#deeplearning
[30] #deeplearning,#machinelearning
[26] machine,learning
[20] free,probabilistic
[20] textbook,free
[20] kevin,murphy's
[20] murphy's,textbook
[20] #machinelearning,#datascience
[20] advanced,topics
[20] probabilistic,machine

Top Word Pairs in Tweet in G8:
[28] representation,learning
[20] oxer22,paper
[20] recommended,read
[20] read,protein
[20] pretraining,oxer22
[20] protein,representation
[20] structure,pretraining
[20] learning,geometric
[20] geometric,structure
[19] benrozemberczki,recommended

Top Word Pairs in Tweet in G9:
[19] #100daysofcode,#ai
[16] #machinelearning,#datascience
[15] #ai,#analytics
[14] #artificialintelligence,#bi
[14] #datascience,#python
[14] #analytics,#ar
[14] #ai,#datascience
[12] #100daysofcode,#analytics
[12] #machinelearning,#deeplearning
[11] #datascience,#machinelearning

Top Word Pairs in Tweet in G10:
[34] more,widely
[34] #deeplearning,models
[34] efficient,today
[34] used,increasingly
[34] become,more
[34] important,both
[34] models,become
[34] robust,efficient
[34] increasingly,important
[34] both,robust

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@spirosmargaris
@eli_krumova
@elvis_smart247
@veillecyber3
@mikequindazzi
@datasciencedojo
@experthac_gary1
@ipfconline1
@gp_pulipaka

Top Mentioned in G1:
@spirosmargaris
@mikequindazzi
@ipfconline1
@ronald_vanloon
@kirkdborne
@marcusborba
@social_molly
@motorcycletwitt
@worldtrendsinfo
@haroldsinnott

Top Mentioned in G2:
@elvis_smart247
@veillecyber3
@experthac_gary1
@hackwithmark
@dkeys_hacks
@richack_
@hubbucket
@joneshacksit
@ingliguori
@spirosmargaris

Top Mentioned in G3:
@_perfectwriters
@hwexpert
@jorgegpires
@thee_prof1
@projectconsult5
@aischolar_aimed
@swiftt_hack
@arjunghosh
@sdropsolution

Top Mentioned in G4:
@kirkdborne
@abacusai
@omarsar0
@sirbayes
@eli_krumova
@pyimagesearch
@tut_ml
@theinsaneapp
@spirosmargaris

Top Mentioned in G5:
@datasciencedojo
@bdanalyticsnews
@ronald_vanloon
@spirosmargaris
@artificicenter
@deeplnews
@kirkdborne
@miketamir
@pawansomanchi
@forbes

Top Mentioned in G6:
@eli_krumova
@gp_pulipaka
@sourabhskatoch
@kirkdborne
@jacksmi40021540
@birgittahedlun6
@ronald_vanloon
@datacamp
@thedataprof

Top Mentioned in G7:
@miketamir
@machinelearnflx
@kureishis
@techdespiser
@jibsyyyyy
@philanthrobot
@datasciencedojo
@wasif14652883
@agisagnius
@inforevo2050

Top Mentioned in G8:
@oxer22
@benrozemberczki
@deeplearningai_
@theaisummer
@yuqirose
@ucsandiego
@usc_isi
@artificicenter
@hubbucket
@luis_likes_math

Top Mentioned in G9:
@ai_advice
@humancenterai
@khulood_almani
@jblefevre60
@alvinfoo
@priyank14554202
@fabriziobustama
@kirkdborne
@strat_ai
@bdanalyticsnews

Top Mentioned in G10:
@googleai
@openai
@werner
@hackingdata
@kirkdborne
@chrisalbon
@mrogati
@dunnhumby
@gilgul
@github

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersecurityn8
@independent
@javascriptd
@vonrosenchild
@evankirstel
@rahul05ranjan
@reuters
@rvp
@jmlpyt

Top Tweeters in G1:
@evankirstel
@reuters
@business
@guardian
@businessinsider
@ssxman2
@calcaware
@gezgintrk
@taevisionceo
@vivmilano

Top Tweeters in G2:
@sectest9
@cybersecurityn8
@javascriptd
@vonrosenchild
@rahul05ranjan
@toudajew
@fintechna
@bbddpp
@fullnam35087976
@hubbucket

Top Tweeters in G3:
@prabhupp01
@money_personal
@domingonarvaez1
@fwyinemagazine
@hwexpert
@lopezunwired
@kamikudakun
@teachemy
@drdatascientist
@sureshrukman

Top Tweeters in G4:
@rvp
@oladapoyusuf
@cyberdfir
@danbuk4
@kirkdborne
@alternative200
@muktabh
@sedoreh
@et_elias_et
@32gallardoj

Top Tweeters in G5:
@grjenkin
@jobinindia
@pawansomanchi
@black_dragon123
@sajidmirza
@danielscarvalho
@corizance
@hajer_alqassimi
@sm_telecomm
@ovirami

Top Tweeters in G6:
@thepixeldevs
@frcretweets
@ricardo_ik_ahau
@gordontredgold
@arealhumanname1
@eli_krumova
@bolhadevs
@montreal_ai
@topcybernews
@cybersecboardrm

Top Tweeters in G7:
@machinelearnflx
@ucloudifyai
@shigekzishihara
@saptocondro
@clif_high
@twitotiwt
@py_smart_bot
@edidem_phalex
@philanthrobot
@britt4licious

Top Tweeters in G8:
@ayirpelle
@ceobillionaire
@compchembiobot
@subhobrata1
@shinycelebi15
@dynamicssiam
@suhnyllakler
@shutterstock
@usc
@ucsandiego

Top Tweeters in G9:
@mcdonalds
@lindadelcarmen
@pvynckier
@newsneus
@maxxymum
@fabriziobustama
@mary_b_68
@kanezadiane
@flutterbyamey
@khulood_almani

Top Tweeters in G10:
@zdnet
@nick_barnes
@anupamkpandey
@salisuahmad_
@renato_umeton
@andresvilarino
@wondernkosi
@alannaz__
@tiernanraytech
@janepov


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