deeplearning, Twitter, 11/11/2020 10:51:07 PM, 240168


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deeplearning_2020-11-11_09-09-41.xlsx
deeplearning_2020-11-11_09-09-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 11, 2020
Short Description:
deeplearning via NodeXL https://bit.ly/2K160t9
@hubofml
@kirkdborne
@spirosmargaris
@ronald_vanloon
@ipfconline1
@thecuriousluke
@thefuturisthq
@the404code
@ml_tweet_bot
@epuujee

Top hashtags:
#deeplearning
#machinelearning
#ai
#datascience
#artificialintelligence

Description:
Description
The graph represents a network of 2,747 Twitter users whose tweets in the requested range contained "deeplearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 11 November 2020 at 17:30 UTC.

The requested start date was Wednesday, 11 November 2020 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, 1-hour, 7-minute period from Sunday, 08 November 2020 at 23:53 UTC to Wednesday, 11 November 2020 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 : 2747
Unique Edges : 2820
Edges With Duplicates : 13952
Total Edges : 16772
Number of Edge Types : 5
Mentions : 1317
Tweet : 1912
Retweet : 5811
MentionsInRetweet : 7709
Replies to : 23
Self-Loops : 2015
Reciprocated Vertex Pair Ratio : 0.0135241390155685
Reciprocated Edge Ratio : 0.0266873545384019
Connected Components : 346
Single-Vertex Connected Components : 223
Maximum Vertices in a Connected Component : 2166
Maximum Edges in a Connected Component : 15971
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.809334
Graph Density : 0.000854404898040132
Modularity : 0.283179
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,747 Twitter users whose tweets in the requested range contained "deeplearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 11 November 2020 at 17:30 UTC.

The requested start date was Wednesday, 11 November 2020 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, 1-hour, 7-minute period from Sunday, 08 November 2020 at 23:53 UTC to Wednesday, 11 November 2020 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 : 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:
[66] https://analyticsindiamag.com/yann-lecuns-deep-learning-course-is-now-free-fully-online/?utm_source=rss&utm_medium=rss&utm_campaign=yann-lecuns-deep-learning-course-is-now-free-fully-online
[64] https://twinybots.ch/
[40] https://analyticsindiamag.com/yann-lecuns-deep-learning-course-is-now-free-fully-online/
[38] https://www.programming-hero.com/
[37] https://aibusiness.com/author.asp?section_id=789&doc_id=761337
[33] https://www.fiverr.com/share/YLNR9N
[30] http://rgdoi.net/10.13140/RG.2.2.20336.28165
[28] https://www.couponed12.com/2020/11/weka-for-data-mining-and-machine.html
[27] https://venturebeat.com/2020/10/21/the-2020-data-and-ai-landscape/
[25] 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

Top URLs in Tweet in G1:
[34] https://aibusiness.com/author.asp?section_id=789&doc_id=761337
[27] https://venturebeat.com/2020/10/21/the-2020-data-and-ai-landscape/
[15] https://techhq.com/2020/11/ai-ml-cyber-security-protection-enterprise-jobs-cybersecurity-best-darktrace/?utm_content=buffer548c0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://searchenterpriseai.techtarget.com/In-depth-guide-to-machine-learning-in-the-enterprise
[10] https://www.prnewswire.com/news-releases/deloitte-survey-scaling-artificial-intelligence-ai-across-the-life-sciences-value-chain-301168847.html?utm_content=buffer59956&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.unite.ai/two-students-develop-software-to-combat-co2-caused-by-ai/
[9] https://aibusiness.com/author.asp?sec
[9] https://towardsdatascience.com/how-to-do-visualization-using-python-from-scratch-651304b5ee7a
[7] https://www.hackernoon.com/deep-learning-chatbot-everything-you-need-to-know-r11jm30bc
[6] https://twitter.com/i/web/status/1163710480063586304

Top URLs in Tweet in G2:
[38] https://twinybots.ch/
[34] https://www.programming-hero.com/
[30] https://www.fiverr.com/share/YLNR9N
[28] http://rgdoi.net/10.13140/RG.2.2.20336.28165
[24] 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
[24] 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
[24] https://techscience.com/CMES/v124n3/39927
[21] https://searchenterpriseai.techtarget.com/Ultimate-guide-to-artificial-intelligence-in-the-enterprise
[21] https://medium.com/theymakedesign/logo-design-inspiration-d6c0199dd2f9
[20] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fhow-to-build-your-own-chatbot-using-deep-learning-bb41f970e281

Top URLs in Tweet in G3:
[17] https://d2l.ai
[12] https://engage.bah.com/Article/Redirect/6fc62cf5-ca7b-4ffb-a593-b5ea180eb641?uc=30185&g=92e04772-590f-4ea2-82bf-a0db28aee553&f=77863
[11] https://www.datasciencecentral.com/profiles/blogs/free-online-book-machine-learning-from-scratch
[7] https://www.datasciencecentral.com/profiles/blogs/new-books-and-resources-for-dsc-members
[6] https://www.datasciencecentral.com/profiles/blogs/new-book-foundations-of-data-science-from-microsoft-research-lab
[5] https://www.datasciencecentral.com/profiles/blogs/weekly-digest-august-12
[3] https://techhq.com/2020/11/ai-ml-cyber-security-protection-enterprise-jobs-cybersecurity-best-darktrace/?utm_content=buffer548c0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://dy.si/hZFXV
[3] https://www.datasciencecentral.com/profiles/blogs/top-down-learning-path-machine-learning-for-software-engineers
[3] https://www.datasciencecentral.com/profiles/blogs/6448529:BlogPost:961736

Top URLs in Tweet in G4:
[14] https://analyticsindiamag.com/yann-lecuns-deep-learning-course-is-now-free-fully-online/
[7] https://twinybots.ch/
[4] https://www.technologyreview.com/2020/11/03/1011616/ai-godfather-geoffrey-hinton-deep-learning-will-do-everything/
[2] https://nirajandata.medium.com/list-of-learning-materials-for-deeplearning-free-dc95de294c45
[2] https://quest.signate.jp/courses/10002
[2] https://mc.ai/hhar-net-hierarchical-human-activity-recognition-using-neural-networks/
[2] https://www.couponed12.com/2020/11/weka-for-data-mining-and-machine.html
[2] https://sushmitaraii.medium.com/whats-inside-ai-machine-learning-and-deep-learning-fundamentals-4208ca53bd0
[2] http://re.search
[2] https://link.medium.com/4HqmxwpDibb

Top URLs in Tweet in G5:
[12] https://twinybots.ch/
[10] https://analyticsindiamag.com/yann-lecuns-deep-learning-course-is-now-free-fully-online/
[7] http://www.yorku.ca/gsohn
[5] https://www.artificialintelligencebits.com/
[4] https://www.couponed12.com/2020/11/weka-for-data-mining-and-machine.html
[3] https://analyticsindiamag.com/top-ai-based-tools-techniques-for-deepfake-detection/
[3] http://www.globalbigdataconference.com/news/145937/top-10-machine-learning-applications-and-use-cases-in-our-daily-life.html
[3] https://www.youtube.com/watch?v=ItEgdyUHjHU&feature=youtu.be

[3] https://data4sci.com/d4s-76
[3] https://www.forbes.com/sites/tomtaulli/2020/11/01/ai-artificial-intelligence-lessons-from-the-world-series/

Top URLs in Tweet in G6:
[2] https://www.marketplace.org/2018/01/08/tech/could-big-data-unlock-safer-commutes-cyclists?utm_sq=fohzhe1qg8&utm_source=Twitter&utm_medium=social&utm_campaign=1DavidClarke&utm_content=AI
[2] https://medevel.com/orbit-digital-pathology/
[1] https://twitter.com/i/web/status/1326300878874181632
[1] https://bdtechtalks.com/2020/11/09/fpga-vs-gpu-deep-learning/
[1] https://tweetedtimes.com/v/21745?s=tnp
[1] https://twitter.com/i/web/status/1325844450157846528
[1] https://www.youtube.com/watch?v=G4uJmuXMJVU&feature=youtu.be

[1] https://www.couponed12.com/2020/11/weka-for-data-mining-and-machine.html
[1] https://www.couponed12.com/2020/10/natural-language-processing-with-nltk.html
[1] https://techhq.com/2020/11/ai-ml-cyber-security-protection-enterprise-jobs-cybersecurity-best-darktrace/?utm_content=buffer548c0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G7:
[64] https://analyticsindiamag.com/yann-lecuns-deep-learning-course-is-now-free-fully-online/?utm_source=rss&utm_medium=rss&utm_campaign=yann-lecuns-deep-learning-course-is-now-free-fully-online
[4] https://venturebeat.com/2020/09/03/ai-researchers-use-heartbeat-detection-to-identify-deepfake-videos/
[2] https://www.deploymachinelearning.com/
[2] https://twinybots.ch/
[2] https://nirajandata.medium.com/list-of-learning-materials-for-deeplearning-free-dc95de294c45?source=rss------artificial_intelligence-5
[2] https://www.technologyreview.com/2020/10/16/1010566/ai-machine-learning-with-tiny-data/
[1] http://mcmachado.info/?p=328
[1] https://www.theguardian.com/music/2020/nov/09/deepfake-pop-music-artificial-intelligence-ai-frank-sinatra?utm_content=bufferad14b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1326154339950399493
[1] https://techscience.com/CMES/v124n3/39927

Top URLs in Tweet in G8:
[6] http://pubs.rsna.org/doi/10.1148/ryai.2020190146
[3] https://deepai.org/publication/deep-learning-for-biomedical-photoacoustic-imaging-a-review
[3] https://deepai.org/publication/segmentation-of-infrared-breast-images-using-multiresunet-neural-network
[3] https://deepai.org/publication/learning-euler-s-elastica-model-for-medical-image-segmentation
[3] https://pubs.rsna.org/journal/ai
[2] https://deepai.org/publication/deepreg-a-deep-learning-toolkit-for-medical-image-registration
[2] https://deepai.org/publication/underspecification-presents-challenges-for-credibility-in-modern-machine-learning
[2] https://www.datasciencecentral.com/profiles/blogs/scalable-iot-ml-platform-with-apache-kafka-deep-learning-mqtt
[2] https://open.spotify.com/show/2iVoRSFnUPXAEBTjsOC3pr
[2] https://pubs.rsna.org/page/ai/blog/2020/4/introducing_artificial_intelligence_podcast?cookieSet=1

Top URLs in Tweet in G10:
[3] https://www.manning.com/books/math-and-architectures-of-deep-learning?utm_source=twitter&utm_medium=social&utm_campaign=meap_updates&utm_term=meap&utm_content=math_and_architectures_of_deep_learning
[1] https://livebook.manning.com/book/math-and-architectures-of-deep-learning/
[1] https://www.forbes.com/sites/robtoews/2020/10/12/the-next-generation-of-artificial-intelligence/
[1] https://wandb.ai/wandb/reduced-precision-img-reconst/reports/Overview-A-Reduced-Precision-Network-for-Image-Reconstruction--VmlldzozMDg3NDQ
[1] https://wandb.ai/borisd13/DeOldify/reports/DeOldify--Vmlldzo0NDU3OA
[1] https://join.slack.com/t/wb-forum/shared_invite/zt-fbixhmid-F4ivLw~xuwSg7xp9ErdrMQ
[1] https://venturebeat.com/2020/09/03/ai-researchers-use-heartbeat-detection-to-identify-deepfake-videos/
[1] https://www.analyticsvidhya.com/blog/2020/11/create-your-own-image-caption-generator-using-keras/
[1] https://www.deploymachinelearning.com/
[1] https://www.electronicdesign.com/markets/automotive/article/21147200/the-role-of-machine-learning-in-autonomous-vehicles

Top Domains
Top Domains in Tweet in Entire Graph:
[796] twitter.com
[433] medium.com
[269] blogspot.com
[257] couponed12.com
[239] iammarketingmedia.com
[235] twinybots.ch
[207] analyticsindiamag.com
[154] amazon.com
[117] programming-hero.com
[114] datasciencecentral.com

Top Domains in Tweet in G1:
[84] twitter.com
[50] aibusiness.com
[40] medium.com
[34] forbes.com
[34] venturebeat.com
[23] hackernoon.com
[23] datasciencecentral.com
[20] techhq.com
[20] youtube.com
[20] couponed12.com

Top Domains in Tweet in G2:
[283] medium.com
[238] twitter.com
[195] blogspot.com
[189] couponed12.com
[121] amazon.com
[108] programming-hero.com
[94] twinybots.ch
[70] fiverr.com
[57] analyticsindiamag.com
[56] iammarketingmedia.com

Top Domains in Tweet in G3:
[59] datasciencecentral.com
[20] twitter.com
[18] d2l.ai
[17] bah.com
[8] medium.com
[7] amazon.com
[6] dy.si
[3] arxiv.org
[3] gartner.com
[3] wsj.com

Top Domains in Tweet in G4:
[164] twitter.com
[27] paper.li
[17] analyticsindiamag.com
[11] medium.com
[7] twinybots.ch
[5] technologyreview.com
[5] linkedin.com
[3] co.jp
[3] couponed12.com
[3] ne.jp

Top Domains in Tweet in G5:
[162] iammarketingmedia.com
[150] twitter.com
[107] twinybots.ch
[93] neurons.ai
[49] medium.com
[45] blogspot.com
[37] analyticsindiamag.com
[32] couponed12.com
[31] globalbigdataconference.com
[23] forbes.com

Top Domains in Tweet in G6:
[14] twitter.com
[4] youtube.com
[3] how.how
[2] amazon.com
[2] medium.com
[2] bdtechtalks.com
[2] marketplace.org
[2] tweetedtimes.com
[2] medevel.com
[2] couponed12.com

Top Domains in Tweet in G7:
[67] analyticsindiamag.com
[5] venturebeat.com
[4] deploymachinelearning.com
[3] technologyreview.com
[2] machinelearningmastery.com
[2] blogspot.com
[2] couponed12.com
[2] mcmachado.info
[2] github.io
[2] twitter.com

Top Domains in Tweet in G8:
[24] deepai.org
[17] rsna.org
[4] twitter.com
[4] medium.com
[4] kdnuggets.com
[3] nature.com
[2] datasciencecentral.com
[2] spotify.com
[1] technative.io
[1] databricks.com

Top Domains in Tweet in G9:
[1] adfoc.us
[1] medium.com

Top Domains in Tweet in G10:
[4] manning.com
[2] wandb.ai
[2] slack.com
[2] venturebeat.com
[1] pyimagesearch.com
[1] forbes.com
[1] analyticsvidhya.com
[1] deploymachinelearning.com
[1] electronicdesign.com
[1] d2l.ai

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4145] deeplearning
[3103] machinelearning
[2847] ai
[1746] datascience
[1554] artificialintelligence
[1013] bigdata
[773] ml
[690] python
[642] analytics
[630] iot



Top Hashtags in Tweet in G1:
[607] ai
[508] deeplearning
[490] machinelearning
[269] artificialintelligence
[218] datascience
[134] fintech
[80] bigdata
[76] ml
[48] iot
[46] python

Top Hashtags in Tweet in G2:
[1890] deeplearning
[1557] machinelearning
[1237] ai
[1182] datascience
[715] artificialintelligence
[696] bigdata
[576] python
[518] analytics
[500] 100daysofcode
[448] ml

Top Hashtags in Tweet in G3:
[187] machinelearning
[105] deeplearning
[96] ai
[90] bigdata
[83] datascience
[36] artificialintelligence
[34] abdsc
[30] mathematics
[23] iot
[22] graphkernel

Top Hashtags in Tweet in G4:
[178] deeplearning
[83] ai
[72] machinelearning
[41] datascience
[27] analytics
[18] artificialintelligence
[11] randomimage
[10] learning
[10] ml
[9] bigdata

Top Hashtags in Tweet in G5:
[778] deeplearning
[490] ai
[435] machinelearning
[227] artificialintelligence
[157] learning
[153] ml
[96] datascience
[96] dl
[76] intoainews
[71] bigdata

Top Hashtags in Tweet in G6:
[170] artificialintelligence
[104] ai
[97] machinelearning
[90] robotics
[84] iot
[80] hardware
[80] imaging
[80] agritech
[80] biometrics
[66] adas

Top Hashtags in Tweet in G7:
[98] deeplearning
[20] datascience
[20] machinelearning
[20] ai
[4] featured
[4] courses
[4] data
[4] science
[4] statistical
[4] analysis

Top Hashtags in Tweet in G8:
[67] deeplearning
[26] machinelearning
[24] ml
[22] ai
[16] datascience
[11] artificialintelligence
[8] algorithms
[8] models
[8] medtech
[6] bayesiannetworks

Top Hashtags in Tweet in G9:
[2] datascience
[2] python
[1] augmentedreality
[1] mathematics
[1] ml
[1] ai
[1] machinelearning
[1] codingisfun
[1] deeplearning
[1] programminglanguage

Top Hashtags in Tweet in G10:
[49] deeplearning
[36] opencv
[8] machinelearning
[8] ai
[4] dl
[4] ml
[4] 100daysofmlcode
[3] python
[3] artificialintelligence
[3] datascience

Top Words
Top Words in Tweet in Entire Graph:
[4145] #deeplearning
[3103] #machinelearning
[2848] #ai
[1829] learning
[1746] #datascience
[1554] #artificialintelligence
[1066] data
[1013] #bigdata
[891] artificial
[885] machine

Top Words in Tweet in G1:
[608] #ai
[508] #deeplearning
[490] #machinelearning
[269] #artificialintelligence
[249] spirosmargaris
[218] #datascience
[170] learning
[134] #fintech
[134] jblefevre60
[132] ipfconline1

Top Words in Tweet in G2:
[1890] #deeplearning
[1557] #machinelearning
[1237] #ai
[1182] #datascience
[945] learning
[715] #artificialintelligence
[696] #bigdata
[664] data
[576] #python
[518] #analytics

Top Words in Tweet in G3:
[187] #machinelearning
[178] kirkdborne
[105] #deeplearning
[96] #ai
[90] #bigdata
[83] #datascience
[82] cheat
[82] sheet
[78] 130
[78] classical

Top Words in Tweet in G4:
[178] #deeplearning
[83] #ai
[72] #machinelearning
[59] learning
[42] deep
[41] #datascience
[37] ai
[28] latest
[27] #analytics
[22] course

Top Words in Tweet in G5:
[778] #deeplearning
[490] #ai
[435] #machinelearning
[419] learning
[372] artificial
[368] intelligence
[263] more
[244] read
[241] machine
[227] #artificialintelligence

Top Words in Tweet in G6:
[170] #artificialintelligence
[104] #ai
[97] #machinelearning
[90] #robotics
[84] #iot
[80] #hardware
[80] #imaging
[80] #agritech
[80] #biometrics
[76] thefuturisthq

Top Words in Tweet in G7:
[98] #deeplearning
[72] course
[70] free
[68] online
[67] yann
[67] lecun
[67] fully
[66] mfordfuture
[66] googlenews
[23] learning

Top Words in Tweet in G8:
[67] #deeplearning
[26] #machinelearning
[24] #ml
[23] learning
[22] #ai
[17] royalvoxpost
[16] neural
[16] #datascience
[14] deep
[14] hubbucket

Top Words in Tweet in G9:
[50] medium
[50] article
[50] published
[50] check
[50] getting
[50] started
[50] data
[50] science
[50] python
[50] preforming

Top Words in Tweet in G10:
[74] image
[72] resolution
[49] #deeplearning
[38] tutorial
[37] time
[36] super
[36] #opencv
[36] increase
[36] 8x
[36] run

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[972] #machinelearning,#deeplearning
[854] machine,learning
[823] artificial,intelligence
[668] deep,learning
[502] #ai,#machinelearning
[450] data,science
[425] read,more
[367] #analytics,#datascience
[326] #artificialintelligence,#ai
[325] #ai,#ml

Top Word Pairs in Tweet in G1:
[216] #machinelearning,#deeplearning
[117] #ai,#machinelearning
[99] psb_dc,jblefevre60
[95] spirosmargaris,xbond49
[95] xbond49,psb_dc
[82] machine,learning
[81] jblefevre60,nigewillson
[73] artificial,intelligence
[64] #artificialintelligence,#machinelearning
[48] nigewillson,paula_piccard

Top Word Pairs in Tweet in G2:
[472] machine,learning
[439] #machinelearning,#deeplearning
[332] deep,learning
[323] #analytics,#datascience
[320] artificial,intelligence
[303] data,science
[279] #ai,#machinelearning
[257] #bigdata,#analytics
[233] #artificialintelligence,#ai
[204] 99,free

Top Word Pairs in Tweet in G3:
[82] cheat,sheet
[78] 130,#machinelearning
[78] #machinelearning,cheat
[78] sheet,classical
[78] classical,equations
[78] equations,diagrams
[78] diagrams,assist
[78] assist,preparation
[78] preparation,job
[78] job,interviews

Top Word Pairs in Tweet in G4:
[41] #machinelearning,#deeplearning
[39] deep,learning
[31] #ai,#machinelearning
[25] #deeplearning,#analytics
[24] #datascience,#ai
[15] yann,lecun
[14] lecun,deep
[14] learning,course
[14] course,free
[14] free,fully

Top Word Pairs in Tweet in G5:
[355] artificial,intelligence
[226] machine,learning
[215] read,more
[166] deep,learning
[160] more,#ai
[147] #machinelearning,#deeplearning
[130] #deeplearning,#learning
[121] #ai,#deeplearning
[117] #ai,#ml
[86] #deeplearning,#artificialintelligence

Top Word Pairs in Tweet in G6:
[80] #robotics,#ai
[80] #ai,#iot
[80] #iot,#artificialintelligence
[80] #artificialintelligence,#hardware
[80] #agritech,#biometrics
[77] #artificialintelligence,#machinelearning
[74] algorithm,uses
[74] uses,walking
[74] walking,style
[74] style,determine

Top Word Pairs in Tweet in G7:
[67] yann,lecun
[67] course,free
[67] free,fully
[67] fully,online
[66] lecun,#deeplearning
[66] #deeplearning,course
[66] online,googlenews
[65] mfordfuture,yann
[18] #ai,#deeplearning
[15] #deeplearning,#machinelearning

Top Word Pairs in Tweet in G8:
[14] #machinelearning,#ml
[11] neural,network
[11] hubbucket,prosumersoft
[10] #artificialintelligence,#ai
[9] #ml,#deeplearning
[9] #deeplearning,method
[8] medical,image
[8] hubdevops,hubdataops
[8] #algorithms,#models
[8] designed,#deeplearning

Top Word Pairs in Tweet in G9:
[50] medium,article
[50] article,published
[50] published,check
[50] check,getting
[50] getting,started
[50] started,data
[50] data,science
[50] science,python
[50] python,preforming
[50] preforming,simple

Top Word Pairs in Tweet in G10:
[36] tutorial,time
[36] time,image
[36] image,super
[36] super,resolution
[36] resolution,#opencv
[36] #opencv,#deeplearning
[36] #deeplearning,increase
[36] increase,image
[36] image,resolution
[36] resolution,8x

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@spirosmargaris
@kirkdborne
@ipfconline1
@iam__network
@ronald_vanloon
@nigewillson
@jblefevre60
@danielakeane10
@xbond49
@udemy

Top Mentioned in G1:
@spirosmargaris
@jblefevre60
@ipfconline1
@xbond49
@deeplearn007
@psb_dc
@nigewillson
@ronald_vanloon
@theinsaneapp
@kirkdborne

Top Mentioned in G2:
@udemy
@danielakeane10
@harbrimah
@towards_ai
@couponed_code
@techopcode
@karimhammoudi13
@blackfreeniken
@bylilyv
@iam__network

Top Mentioned in G3:
@kirkdborne
@datasciencectrl
@kmborgwardt
@deeplearningai_
@nigewillson
@nordicinst
@spirosmargaris
@andrewyng
@ronald_vanloon
@ipfconline1

Top Mentioned in G4:
@artmadebyai
@getsmartmachine
@startupmonit0r
@williammarshal1

Top Mentioned in G5:
@iam__network
@deep_in_depth
@iainljbrown
@towards_ai
@clouditeg
@laforge_ai
@arjenvanberkum
@spirosmargaris
@nigewillson
@bylilyv

Top Mentioned in G6:
@thefuturisthq
@cmtcameramodule
@cioamaro
@waymo
@selfdriving360
@ipfconline1
@surjit_saikia
@cogitotech
@bdtechtalks

Top Mentioned in G7:
@mfordfuture
@googlenews
@miketamir
@bylilyv
@freehipwee
@karimhammoudi13
@couponed_code
@pyimagesearch
@v_vashishta
@sklausdev

Top Mentioned in G8:
@royalvoxpost
@hubbucket
@arxiv_daily
@radiology_ai
@prosumersoft
@hubdevops
@hubharbor
@hubbucketsites
@hubdataops
@radrudie

Top Mentioned in G9:
@thirdeyecyborg
@haroldsinnott
@theinsaneapp
@coursesvir

Top Mentioned in G10:
@pyimagesearch
@kirkdborne
@weights_biases
@deep_in_depth
@manningbooks
@manningmeap
@krishchau
@miketamir
@veradamerjian
@lavanyaai

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@cowboyscifibot
@javascriptd
@chidambara09
@cybersec_feeds
@annemariayritys
@aaroncuddeback
@evankirstel
@iam__network

Top Tweeters in G1:
@reneeandsharon
@businessinsider
@guardian
@itknowingness
@fintechna
@lelkan
@andrewmorrisuk
@bbcnews
@ssxman2
@biconnections

Top Tweeters in G2:
@sectest9
@javascriptd
@chidambara09
@cybersec_feeds
@aaroncuddeback
@femtech_
@codernotesbot
@xaelbot
@codedailybot
@rvp

Top Tweeters in G3:
@dirac7
@joseph_santoro
@analyticbridge
@adilg
@kirkdborne
@charlyaztec
@tedbauer2003
@shababnik1
@renato_umeton
@enricofrasca3

Top Tweeters in G4:
@karthi4india
@stackdevjobs
@jamesvgingerich
@si_applied
@ap_taniguchi
@overflow_meme
@grjenkin
@money_personal
@thevanitypond
@sureshone

Top Tweeters in G5:
@iam__network
@lucena51
@tess_blue815
@into_ai
@johnapp63499667
@entwistletx
@dataaugmented
@lkafle
@zdnet
@ml_tweet_bot

Top Tweeters in G6:
@mokhtarghazzawi
@robotconsumer
@kenfeltman
@januszcwikla
@quebreda
@comatose_d
@cioamaro
@1davidclarke
@_jiqjim
@sandra_king2

Top Tweeters in G7:
@fullnam35087976
@justusnatuhwera
@maraenslin
@mattjones2401
@brand1one
@sam11_pearl
@demilade__a
@martinvars
@neurofemsz
@jobseekersclub

Top Tweeters in G8:
@rosenchild
@hubbucket
@johnlaprise
@lena
@diversityup
@technativewire
@allcell9
@askn0b0dy
@spotify
@royalvoxpost

Top Tweeters in G9:
@killed_one
@rajanandito1
@denaanggita
@codailychalleng
@iam_blazaer
@mr_headlines
@yithro_
@dayatlo1
@sandravalenzu12
@sholakrystal

Top Tweeters in G10:
@taraw
@osowoiam
@suhnyllakler
@dwisiswant0
@ericschles
@xsavitar
@pase_lp
@hjguyhan
@lavanyaai
@aimanfarhan


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