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deeplearning_2023-03-15_09-14-42.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 15, 2023
Short Description:
deeplearning via NodeXL https://bit.ly/3FmqKW8
@spirosmargaris
@kirkdborne
@bdanalyticsnews
@ligoai_com
@jayeshmthakur
@project2080com
@ipfconline1
@tanjilasmm
@rahul05ranjan
@fullnam35087976

Top hashtags:
#deeplearning
#ai
#datascience
#artificialintelligence

Description:
Description
The graph represents a network of 1,909 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 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 16:20 UTC.

The tweets in the network were tweeted over the 2786-day, 22-hour, 9-minute period from Tuesday, 28 July 2015 at 01:50 UTC to Wednesday, 15 March 2023 at 00:00 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 : 1909
Unique Edges : 1263
Edges With Duplicates : 7601
Total Edges : 8864
Number of Edge Types : 9
Retweet : 2476
MentionsInRetweet : 2914
Tweet : 2274
Quote : 164
MentionsInQuote : 45
Mentions : 858
Replies to : 78
MentionsInQuoteReply : 1
MentionsInReplyTo : 54
Self-Loops : 2616
Reciprocated Vertex Pair Ratio : 0.0207833733013589
Reciprocated Edge Ratio : 0.0407204385277995
Connected Components : 336
Single-Vertex Connected Components : 219
Maximum Vertices in a Connected Component : 1282
Maximum Edges in a Connected Component : 7717
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.289122
Graph Density : 0.000701191421414397
Modularity : 0.274876
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,909 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 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 16:20 UTC.

The tweets in the network were tweeted over the 2786-day, 22-hour, 9-minute period from Tuesday, 28 July 2015 at 01:50 UTC to Wednesday, 15 March 2023 at 00:00 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:
[99] https://twinybots.ch/
[45] https://southpark.cc.com/episodes/8byci4/south-park-deep-learning-season-26-ep-4
[36] https://twitter.com/SouthPark/status/1634956919134879744/photo/1
[35] https://twitter.com/ligoai_com/status/1634464175157116930
[34] https://twitter.com/ligoai_com/status/1634825427729383424
[32] https://www.mltut.com/best-advanced-deep-learning-courses/
[31] https://pxl.to/datacamp-sale
[27] https://www.mltut.com/best-online-data-science-courses/
[27] https://gcmori.medium.com/ai-in-the-artistic-realms-a7c6ab4933cf
[26] https://www.infoworld.com/article/3689973/what-is-generative-ai-the-evolution-of-artificial-intelligence.html

Top URLs in Tweet in G1:
[23] https://www.infoworld.com/article/3689973/what-is-generative-ai-the-evolution-of-artificial-intelligence.html
[19] https://research.aimultiple.com/large-language-models/
[15] https://gcmori.medium.com/ai-in-the-artistic-realms-a7c6ab4933cf
[14] https://www.weforum.org/agenda/2023/03/generative-ai-accuracy-trust-business/
[14] https://hbr.org/2023/03/how-will-generative-ai-disrupt-video-platforms
[13] https://www.cnbc.com/2023/03/13/chatgpt-and-generative-ai-are-booming-but-at-a-very-expensive-price.html
[12] https://arstechnica.com/gadgets/2023/03/has-the-generative-ai-pricing-collapse-already-started/
[11] https://www.theregister.com/2022/12/12/chatgpt_has_mastered_the_confidence/
[11] https://www.youtube.com/watch?v=KsZMIH5OViM&feature=youtu.be

[8] https://www.cnbc.com/2023/02/11/chatgpt-ai-hype-cycle-is-peaking-but-even-tech-skeptics-doubt-a-bust.html?__source=sharebar|twitter&par=sharebar

Top URLs in Tweet in G2:
[14] https://dafriedman97.github.io/mlbook/content/introduction.html
[8] https://veille-cyber.com/lifesaver-or-job-killer-why-ai-tools-like-chatgpt-are-so-polarizing/
[8] https://veille-cyber.com/making-deepfakes-gets-cheaper-and-easier-thanks-to-a-i/
[8] https://jcafesin.com/2022/12/01/the-butterfly-effect/
[7] https://veille-cyber.com/silicon-valley-elites-are-warring-over-who-does-fake-work-in-tech/
[7] https://veille-cyber.com/after-silicon-valley-bank-fails-tech-startups-race-to-meet-payroll/
[7] https://www.amazon.in/dp/B0BSNYQWTP
[6] https://veille-cyber.com/the-limits-of-computing-why-even-in-the-age-of-ai/
[5] https://veille-cyber.com/has-the-generative-ai-pricing-collapse-already-started/
[5] https://veille-cyber.com/silicon-valley-firms-scramble-for-stability-after-bank-failure/

Top URLs in Tweet in G3:
[9] https://www.localreviewshop.com/product/buy-facebook-reviews/
[8] https://aizone.cloud/
[4] https://twitter.com/iLoF_tech/status/1635702523515240462/photo/1
[4] https://twinybots.ch/
[4] https://www.deeplearning-cp.com/certificate-for-engineer/
[3] https://www.nvidia.com/gtc/session-catalog/?tab.catalogallsessionstab=16566177511100015Kus&search=DLIW52205,%20DLIW52098,%20DLIW52077&ncid=so-nvsh-511483
[3] https://openai.com/research/gpt-4
[3] https://www.speedgoat.com/products-services/i-o-connectivity/vision?cid=%3Fs_eid%3DPSM_25538%26%01Speedgoat+Vision+Acquisition+%7C+Speedgoat%7CTwitter%7CPostBeyond
[3] https://mlearning.substack.com/p/free-alternatives-to-gpt-dalle-ai-tools?r=z7zu8&utm_campaign=post&utm_medium=web
[2] https://deeplearning.ai/

Top URLs in Tweet in G4:
[30] https://www.mltut.com/best-advanced-deep-learning-courses/
[25] https://www.mltut.com/best-online-data-science-courses/
[14] https://www.mltut.com/best-coursera-courses-for-data-science/
[10] https://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning
[9] https://sd-korp.com/meilleur-strategie-de-trading-crypto-4h
[7] https://www.datasciencecentral.com/learn-machinelearning-coding-basics-in-a-weekend-glossary-and
[5] https://www.mltut.com/free-math-courses-on-udacity/
[5] https://www.mltut.com/best-advanced-machine-learning-courses/
[4] https://abacus.ai/
[4] https://www.amazon.com/Hands-Machine-Learning-Scikit-Learn-TensorFlow/dp/1492032646?crid=36TW83NVDJ2EX&keywords=python&qid=1678772856&sprefix=py,aps,451&sr=8-44&linkCode=sl1&tag=shehan0c-20&linkId=67ec109e33cb4698f662176fc2f3c29c&language=en_US&ref_=as_li_ss_tl

Top URLs in Tweet in G5:
[32] https://twitter.com/ligoai_com/status/1634464175157116930
[32] https://twitter.com/ligoai_com/status/1634825427729383424
[15] https://twitter.com/ligoai_com/status/1632716458537934850
[10] https://twitter.com/ligoai_com/status/1632469037740351489
[9] https://ligoai.com/
[9] https://twitter.com/ligoai_com/status/1632523823269531649
[8] https://twitter.com/ligoai_com/status/1633100157762912259
[8] https://twitter.com/ligoai_com/status/1633928862814937088
[7] https://twitter.com/ligoai_com/status/1633209244093743104
[4] https://gempad.app/presale/0xdd2b071B38d1420e2D438F862BEcd4aA3275C4e5?chainId=56

Top URLs in Tweet in G6:
[90] https://twinybots.ch/
[16] https://openai.com/research/gpt-4
[15] https://www.forbes.com/sites/karlfreund/2023/03/06/brainchip-readies-2nd-gen-platform-for-power-efficient-edge-ai/
[12] https://twitter.com/BioDecoded/status/1633524965474697216/photo/1
[10] https://gcmori.medium.com/ai-in-the-artistic-realms-a7c6ab4933cf
[9] https://medium.com/optalysys/accelerating-convolution-vision-transformers-6a53f893f92b
[8] https://www.reddit.com/r/MachineLearning/comments/11hf3mh/d_what_is_your_personal_motivation_for_ml/
[7] https://koukokaga.blogspot.com/2022/08/debakanta-mishra-best-colonoscopy.html
[7] https://namenative.com/domain/metadatass.com?utm_source=metadatass.com&utm_medium=referral&utm_campaign=redirect
[6] http://www.biodecoded.com/2023/02/25/daily-digest-february-25-2023/

Top URLs in Tweet in G7:
[1] https://twitter.com/Tanjilasmm/status/1635489775682744321/photo/1
[1] https://twitter.com/Tanjilasmm/status/1634757096393830400/photo/1
[1] https://twitter.com/Tanjilasmm/status/1633680211555532800/photo/1
[1] https://twitter.com/Tanjilasmm/status/1630085243465273344/photo/1
[1] https://twitter.com/BeingOvee/status/1635784109757792261/photo/1
[1] https://twitter.com/BeingOvee/status/1632050239686287360/photo/1

Top URLs in Tweet in G8:
[31] https://pxl.to/datacamp-sale
[10] https://timdettmers.com/2023/01/30/which-gpu-for-deep-learning/?utm_source=substack&utm_medium=email
[10] https://open.substack.com/pub/mlearning/p/the-secrets-of-the-dall-e-2-experimental-v2-exp?r=z7zu8&utm_campaign=post&utm_medium=web
[9] https://open.substack.com/pub/evartology/p/ai-image-quality-restoration-upscale-increase?r=9hp4d&utm_campaign=post&utm_medium=web
[8] https://open.substack.com/pub/mlearning/p/state-of-the-ai-art-march-2023-3d-video-text?r=z7zu8&utm_campaign=post&utm_medium=web
[6] https://link.medium.com/z8ZyvXtBayb
[4] https://www.deeplearning.ai/the-batch/how-romania-is-using-nlp-as-a-political-advisor/?utm_campaign=The%20Batch&utm_content=240973688&utm_medium=social&utm_source=twitter&hss_channel=tw-992153930095251456
[4] https://contribute.towardsai.net/
[4] https://pxl.to/rcb-skill
[4] https://github.com/ajaymache/machine-learning-yearning

Top URLs in Tweet in G9:
[10] https://ckarchive.com/b/5quvh7hv5pozk
[6] http://www.fastcompany.com
[6] https://data4sci.ck.page/8a51c452bc
[6] http://pubs.rsna.org/doi/10.1148/ryai.220097
[5] https://universidadedosdados.medium.com/a-few-things-no-course-will-teach-you-about-data-science-6588f73a976
[5] https://www.bbntimes.com/technology/leveraging-ai-and-machine-learning-in-data-security
[5] https://venturebeat.com/ai/ai-will-thrive-in-3-areas-despite-economic-conditions-experts-say/?utm_content=buffer7a7eb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://venturebeat.com/datadecisionmakers/data-literacy-what-it-is-and-why-it-matters/
[3] https://thegradient.pub/lessons-from-deploying-deep-learning-to-production/
[3] http://pubs.rsna.org/doi/10.1148/ryai.230017

Top URLs in Tweet in G10:
[2] https://twitter.com/wef/status/1087681282379661312/video/1
[1] https://twitter.com/China4Tech/status/1586660397020487681/video/1
[1] https://twitter.com/XHNews/status/1217969388420259840/video/1
[1] https://twitter.com/China4Tech/status/1608687201495420930/video/1
[1] https://twitter.com/China4Tech/status/1633394608146362368/video/1
[1] https://twitter.com/China4Tech/status/1633394222715011072/video/1
[1] https://yr.media/tech/ai-gen-z-chatgpt-openai-elevenlabs-artificial-intelligence-noumaan-faiz/
[1] https://www.wired.co.uk/article/silicon-valley-bank-collapse-fallout
[1] https://www.youtube.com/watch?v=0Sp2_-n3ocw

[1] https://www.analyticsvidhya.com/blog/2023/03/an-introduction-to-large-language-models-llms/

Top Domains
Top Domains in Tweet in Entire Graph:
[1557] twitter.com
[191] smmtopmarket.com
[145] youtube.com
[119] medium.com
[115] veille-cyber.com
[99] twinybots.ch
[99] i384100.net
[90] mltut.com
[85] pxl.to
[66] google.com

Top Domains in Tweet in G1:
[77] twitter.com
[25] cnbc.com
[23] infoworld.com
[22] medium.com
[22] i384100.net
[19] aimultiple.com
[14] weforum.org
[14] nytimes.com
[14] hbr.org
[12] arstechnica.com

Top Domains in Tweet in G2:
[753] twitter.com
[148] smmtopmarket.com
[108] veille-cyber.com
[70] youtube.com
[16] blogspot.com
[16] amazon.in
[14] github.io
[8] jcafesin.com
[8] amazon.com
[7] medium.com

Top Domains in Tweet in G3:
[157] twitter.com
[43] smmtopmarket.com
[13] dy.si
[10] nvidia.com
[10] medium.com
[10] linkedin.com
[9] youtube.com
[9] localreviewshop.com
[8] ai-summary.com
[8] geniouxfacts.com

Top Domains in Tweet in G4:
[85] mltut.com
[52] twitter.com
[10] ac.il
[9] sd-korp.com
[8] datasciencecentral.com
[7] abacus.ai
[6] venturebeat.com
[6] amazon.com
[4] thedatatalk.org
[3] github.com

Top Domains in Tweet in G5:
[138] twitter.com
[11] ligoai.com
[4] gempad.app
[4] reddit.com
[1] artificialintelligence-news.com
[1] bitcointalk.org

Top Domains in Tweet in G6:
[90] twinybots.ch
[38] google.com
[35] twitter.com
[33] medium.com
[20] forbes.com
[16] openai.com
[13] reddit.com
[12] blogspot.com
[12] namenative.com
[9] github.com

Top Domains in Tweet in G7:
[6] twitter.com

Top Domains in Tweet in G8:
[83] pxl.to
[69] twitter.com
[38] youtube.com
[33] substack.com
[23] google.com
[22] medium.com
[10] deeplearning.ai
[10] timdettmers.com
[8] github.com
[7] towardsai.net

Top Domains in Tweet in G9:
[54] briefly.co
[19] twitter.com
[14] rsna.org
[10] venturebeat.com
[10] ckarchive.com
[6] medium.com
[6] fastcompany.com
[6] ck.page
[6] echojobs.io
[5] bbntimes.com

Top Domains in Tweet in G10:
[10] twitter.com
[2] co.uk
[1] yr.media
[1] youtube.com
[1] analyticsvidhya.com
[1] artificialintelligence-news.com
[1] reddit.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3327] deeplearning
[2931] ai
[2838] datascience
[2530] artificialintelligence
[1982] machinelearning
[1652] python
[1619] ml
[1400] datascientists
[1318] 100daysofcode
[1291] tech



Top Hashtags in Tweet in G1:
[269] ai
[149] fintech
[140] machinelearning
[123] deeplearning
[90] artificialintelligence
[74] generativeai
[44] chatgpt
[42] datascience
[30] nlp
[22] neuralnetworks

Top Hashtags in Tweet in G2:
[1616] datascience
[1537] artificialintelligence
[1358] deeplearning
[1357] ai
[1194] datascientists
[1182] python
[1041] 100daysofcode
[1014] tech
[985] ml
[881] codenewbies

Top Hashtags in Tweet in G3:
[370] deeplearning
[235] ai
[224] machinelearning
[164] datascience
[155] artificialintelligence
[129] bigdata
[128] python
[107] iot
[102] nlp
[82] 100daysofcode

Top Hashtags in Tweet in G4:
[179] datascience
[172] ai
[141] machinelearning
[136] deeplearning
[133] ml
[99] bigdata
[97] artificialintelligence
[91] datascientists
[61] tech
[60] codenewbies

Top Hashtags in Tweet in G5:
[264] lai
[263] artificialintelligence
[263] deeplearning
[262] innovation
[258] blockchain
[258] technology
[255] ligoai
[254] cryptocurrency
[249] machinelearning
[243] ai

Top Hashtags in Tweet in G6:
[226] deeplearning
[143] ai
[114] machinelearning
[105] learning
[97] artificialintelligence
[59] datascience
[50] bigdata
[45] python
[43] ml
[38] dl

Top Hashtags in Tweet in G7:
[119] datascience
[68] ai
[68] deeplearning
[66] artificialintelligence
[65] ml
[65] datascientists
[64] codenewbies
[64] tech
[55] coding
[54] python

Top Hashtags in Tweet in G8:
[264] deeplearning
[262] machinelearning
[245] datascience
[148] python
[137] ai
[125] data
[116] research
[108] rstats
[108] 100daysofcode
[92] bigdata

Top Hashtags in Tweet in G9:
[99] ai
[95] deeplearning
[27] machinelearning
[23] datascience
[19] bigdata
[13] artificialintelligence
[11] ml
[10] data
[9] tech
[6] python

Top Hashtags in Tweet in G10:
[22] ai
[19] deeplearning
[17] artificialintelligence
[16] machinelearning
[13] innovation
[13] robotics
[11] china
[10] datascience
[9] bigdata
[8] robot

Top Words
Top Words in Tweet in Entire Graph:
[3327] #deeplearning
[2932] #ai
[2842] #datascience
[2530] #artificialintelligence
[1985] #machinelearning
[1652] #python
[1629] #ml
[1400] #datascientists
[1317] #100daysofcode
[1291] #tech

Top Words in Tweet in G1:
[269] #ai
[149] #fintech
[140] #machinelearning
[129] spirosmargaris
[123] #deeplearning
[90] #artificialintelligence
[74] #generativeai
[67] ipfconline1
[64] ai
[44] good

Top Words in Tweet in G2:
[1620] #datascience
[1537] #artificialintelligence
[1358] #deeplearning
[1358] #ai
[1194] #datascientists
[1182] #python
[1059] account
[1040] #100daysofcode
[1014] #tech
[988] #ml

Top Words in Tweet in G3:
[370] #deeplearning
[235] #ai
[224] #machinelearning
[164] #datascience
[155] #artificialintelligence
[129] #bigdata
[128] #python
[107] #iot
[102] #nlp
[82] #100daysofcode

Top Words in Tweet in G4:
[194] kirkdborne
[179] #datascience
[172] #ai
[141] #machinelearning
[138] best
[136] #deeplearning
[134] #ml
[112] courses
[108] tut_ml
[103] free

Top Words in Tweet in G5:
[264] #lai
[263] #deeplearning
[263] #artificialintelligence
[262] #innovation
[258] #blockchain
[258] #technology
[255] #ligoai
[254] #cryptocurrency
[249] #machinelearning
[243] #ai

Top Words in Tweet in G6:
[226] #deeplearning
[143] #ai
[114] #machinelearning
[105] #learning
[97] #artificialintelligence
[77] ai
[59] #datascience
[50] #bigdata
[48] 2nd
[48] platform

Top Words in Tweet in G7:
[119] #datascience
[80] tanjilasmm
[68] #ai
[68] #deeplearning
[66] #artificialintelligence
[65] #ml
[65] #datascientists
[64] #codenewbies
[64] #tech
[55] #coding

Top Words in Tweet in G8:
[264] #deeplearning
[262] #machinelearning
[245] #datascience
[148] #python
[137] #ai
[125] #data
[116] #research
[108] #100daysofcode
[108] #rstats
[92] #bigdata

Top Words in Tweet in G9:
[99] #ai
[95] #deeplearning
[61] ai
[55] add
[54] highlights
[27] #machinelearning
[23] google
[23] #datascience
[22] ronald_vanloon
[17] #bigdata

Top Words in Tweet in G10:
[52] city
[52] traffic
[32] ai
[31] china4tech
[26] greatly
[26] controlled
[26] smart
[26] car
[26] brain
[26] congestion

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1412] #ai,#ml
[1327] #datascience,#datascientists
[1116] #artificialintelligence,#ai
[1001] #datascientists,#codenewbies
[928] #codenewbies,#tech
[866] #ml,#datascience
[841] #python,#coding
[775] #tech,#deeplearning
[771] #rstats,#100daysofcode
[760] #coding,#javascript

Top Word Pairs in Tweet in G1:
[88] #machinelearning,#deeplearning
[63] #fintech,#ai
[47] #artificialintelligence,#machinelearning
[37] #ai,#artificialintelligence
[36] #fintech,#artificialintelligence
[25] generative,ai
[25] ai,evolution
[25] spirosmargaris,#generativeai
[23] overview,hottest
[23] ai,generative

Top Word Pairs in Tweet in G2:
[1145] #datascience,#datascientists
[906] #ai,#ml
[872] #artificialintelligence,#ai
[842] #datascientists,#codenewbies
[768] #codenewbies,#tech
[746] #python,#coding
[716] #coding,#javascript
[714] #javascript,#rstats
[708] #tech,#deeplearning
[707] #programming,#linux

Top Word Pairs in Tweet in G3:
[89] #bigdata,#ai
[88] #machinelearning,#datascience
[87] #iot,#deeplearning
[83] #ai,#iot
[79] #deeplearning,#artificialintelligence
[71] #machinelearning,#deeplearning
[65] #100daysofcode,#python
[65] #artificialintelligence,#nlp
[60] #5g,#100daysofcode
[60] #datascience,#5g

Top Word Pairs in Tweet in G4:
[99] #ai,#ml
[73] #artificialintelligence,#ai
[73] #datascience,#datascientists
[71] compiled,tut_ml
[66] #ml,#datascience
[64] #bigdata,#datascience
[59] #codenewbies,#tech
[59] #datascientists,#codenewbies
[52] 2023,compiled
[51] #machinelearning,#deeplearning

Top Word Pairs in Tweet in G5:
[260] #lai,#artificialintelligence
[257] #artificialintelligence,#innovation
[253] #innovation,#blockchain
[253] #blockchain,#technology
[252] #technology,#cryptocurrency
[252] #cryptocurrency,#deeplearning
[247] #deeplearning,#machinelearning
[247] #ligoai,#lai
[238] #datascience,#ai
[238] #machinelearning,#datascience

Top Word Pairs in Tweet in G6:
[69] #deeplearning,#learning
[47] edge,ai
[47] 2nd,gen
[47] efficient,edge
[47] power,efficient
[47] platform,power
[47] gen,platform
[47] brainchip,readies
[47] readies,2nd
[39] #artificialintelligence,#ai

Top Word Pairs in Tweet in G7:
[65] #ml,#datascience
[65] #datascience,#datascientists
[65] #artificialintelligence,#ai
[65] #ai,#ml
[64] #datascientists,#codenewbies
[64] #codenewbies,#tech
[53] #python,#coding
[50] #datascientist,#ainews
[50] roadmap,#machinelearning
[50] #swisscognitive,#deeplearning

Top Word Pairs in Tweet in G8:
[112] #datascience,#machinelearning
[108] #machinelearning,#deeplearning
[62] #research,#datascience
[62] #data,#rstats
[61] #rstats,#python
[59] #machinelearning,#data
[58] #100daysofcode,#coding
[57] #python,#100daysofcode
[57] #deeplearning,#analytics
[56] #developers,#deeplearning

Top Word Pairs in Tweet in G9:
[54] #ai,#deeplearning
[54] highlights,#ai
[54] add,highlights
[13] artificial,intelligence
[10] latest,news
[10] news,developments
[10] sunday,briefing
[10] newsletter,latest
[10] weekly,newsletter
[10] d4s,sunday

Top Word Pairs in Tweet in G10:
[26] congestion,car
[26] traffic,chinese
[26] city,traffic
[26] reducing,traffic
[26] city,controlled
[26] traffic,congestion
[26] ai,brain
[26] brain,greatly
[26] greatly,reducing
[26] controlled,ai

Top Replied-To
Top Replied-To in Entire Graph:
@ligoai_com
@thedatatalk
@tmh_red
@ligoai
@deeplearn007
@djannias
@qualitypapers14
@saphidev
@chanduu1617
@mikeoshadami

Top Replied-To in G1:
@deeplearn007
@enricomolinari

Top Replied-To in G2:

Top Replied-To in G4:
@thedatatalk

Top Replied-To in G5:
@ligoai_com
@ligoai

Top Replied-To in G6:
@insilicomeds
@microsoft
@samsung

Top Replied-To in G8:
@ligoai_com
@djannias
@jcim_jctc
@hackwithjohn_
@aiscienceslearn
@gross_sculptor
@herayani79
@mvylassociates
@roberts136088
@mikeoshadami

Top Replied-To in G9:
@stephanursprung

Top Mentioned
Top Mentioned in Entire Graph:
@bdanalyticsnews
@kirkdborne
@spirosmargaris
@tut_ml
@tanjilasmm
@jensen_hacks
@veillecyber3
@ipfconline1
@hackwitharthur
@herayani79

Top Mentioned in G1:
@spirosmargaris
@ipfconline1
@deeplearn007
@datascience__
@frronconi
@dilmegani
@aimultiple
@nicochan33
@psb_dc

Top Mentioned in G2:
@bdanalyticsnews
@jensen_hacks
@veillecyber3
@hackwitharthur
@herayani79
@michealhacks7
@d_c_hacks
@bornffamous
@eli_krumova

Top Mentioned in G3:
@bestessayassig1
@_homeworkhelp__
@elitepwriter
@prime_writers_
@homework__help1
@meuralnetwork
@takugymnastics
@gitongavicta
@olivyaessays
@laurencebaden

Top Mentioned in G4:
@kirkdborne
@tut_ml
@bdanalyticsnews
@antgrasso
@theinsaneapp
@abacusai
@westart_factory
@jensen_hacks
@ingliguori
@deep_in_depth

Top Mentioned in G5:
@ligoai_com
@thegempad
@kingkon121212
@elonmusk
@reddit
@cryptoredditt
@jahan373
@purobi63747736

Top Mentioned in G6:
@spirosmargaris
@openai
@amuletanalytics
@taiphuinvest
@koukokagapp
@monkuniverse
@deep_in_depth
@slashml
@biodecoded
@corizance

Top Mentioned in G7:
@tanjilasmm
@bdanalyticsnews
@beingovee
@ligoai_com
@westart_factory
@pinakilaskar

Top Mentioned in G8:
@_homeworkgurus
@miketamir
@deeplearningai_
@mlearning_ai
@gross_sculptor
@towards_ai
@huggingface
@next_architects
@themis277
@datascience__

Top Mentioned in G9:
@ronald_vanloon
@venturebeat
@radiology_ai
@ivr57958121
@osaka_univ_e
@medium
@joshinav
@bbntimes_en
@words_with_ash
@artintel_b

Top Mentioned in G10:
@china4tech
@roboticsainews
@jamesvgingerich
@massagemag
@ayotometi
@ajannong
@robocoopproject
@menscare4ts
@artificintelnft

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@paoloigna1
@javascriptd
@vonrosenchild
@evankirstel
@rahul05ranjan
@rvp
@toudajew
@thepixeldevs
@tmh_red

Top Tweeters in G1:
@evankirstel
@businessinsider
@fintechna
@gezgintrk
@pvalsfr
@cnbc
@nytimes
@nicochan33
@forbes
@washingtonpost

Top Tweeters in G2:
@javascriptd
@rahul05ranjan
@rvp
@thepixeldevs
@calcaware
@jobsviatweet
@arealhumanname1
@fullnam35087976
@pythonroboto
@jayeshmthakur

Top Tweeters in G3:
@dataemia
@overflow_meme
@money_personal
@chicagoessays
@lucian2drei
@zeroplagiarism
@lopezunwired
@javjavgogo
@drdatascientist
@gfernandoamb

Top Tweeters in G4:
@pythonbot_by_pm
@hernangraffe
@kirkdborne
@charlyaztec
@jenstirrup
@rfsilva123
@odsc
@kumarsvetak
@nono2357
@tulkas72

Top Tweeters in G5:
@aqil1a
@elmiaputri23
@ahonaqueen
@bizhanakh
@hiramony248
@holdyourcolors
@reddit
@celinadoris007
@kapormehed
@shahinbd82

Top Tweeters in G6:
@grjenkin
@domainapebot
@google
@pmprouk
@pawansomanchi
@sajidmirza
@andresvilarino
@corizance
@nellisterc
@dhinchcliffe

Top Tweeters in G7:
@miljanbojo
@shateeh_jr
@prince_mohaaa
@pascalpedro
@thought_crimez
@ijebu_canada
@odogwubash
@knoxiousie
@uwamanuatobech1
@olayinkaeliza

Top Tweeters in G8:
@paoloigna1
@toudajew
@frcretweets
@ricardo_ik_ahau
@galactic_ditto
@_oliviabot
@vitrinanorte
@realrubberduck1
@vegasazure
@jadirectivestwt

Top Tweeters in G9:
@chidambara09
@vivmilano
@mashable
@digitaldecoded1
@johnlaprise
@kuriharan
@yvesmulkers
@edventure9
@venturebeat
@corix_jc

Top Tweeters in G10:
@jamesvgingerich
@abdoulr37230833
@robotconsumer
@tvomega3
@aswagalmal
@haniabuagla
@roboticsainews
@longgongzi8980
@abetterinnovat1
@sinoregnvm