deeplearning, Twitter, 5/28/2020 11:18:37 PM, 228448


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deeplearning_2020-05-27_09-12-13.xlsx
deeplearning_2020-05-27_09-12-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 28, 2020
Short Description:
deeplearning via NodeXL https://bit.ly/36INNIa
@kirkdborne
@mit_csail
@learnwithharry
@hubofml
@theinsaneapp
@spirosmargaris
@pyimagesearch
@ronald_vanloon
@thecuriousluke
@mustafaelec

Top hashtags:
#deeplearning
#ai
#machinelearning
#datascience

Description:
Description
The graph represents a network of 2,470 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, 27 May 2020 at 16:13 UTC.

The requested start date was Wednesday, 27 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 8-hour, 54-minute period from Monday, 25 May 2020 at 14:58 UTC to Tuesday, 26 May 2020 at 23:53 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 : 2470
Unique Edges : 2053
Edges With Duplicates : 8651
Total Edges : 10704
Number of Edge Types : 5
Retweet : 3730
MentionsInRetweet : 4871
Tweet : 1334
Mentions : 759
Replies to : 10
Self-Loops : 1371
Reciprocated Vertex Pair Ratio : 0.0103918597098939
Reciprocated Edge Ratio : 0.0205699592886222
Connected Components : 278
Single-Vertex Connected Components : 170
Maximum Vertices in a Connected Component : 1989
Maximum Edges in a Connected Component : 10051
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.981041
Graph Density : 0.000765278932446548
Modularity : 0.338058
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 2,470 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, 27 May 2020 at 16:13 UTC.

The requested start date was Wednesday, 27 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 8-hour, 54-minute period from Monday, 25 May 2020 at 14:58 UTC to Tuesday, 26 May 2020 at 23:53 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:
[187] https://twinybots.ch/
[57] https://www.jadirectives.com/best-python-tutorial-online/
[53] http://www.globalbigdataconference.com/news/145346/machine-learning-helps-invisalign-patients-find-their-perfect-smile.html
[44] https://www.couponed12.com/2020/05/introduction-to-business-analytics.html
[32] https://www.mathworks.com/videos/quantizing-a-deep-learning-network-in-matlab-1587620221222.html?s_eid=psm_dl&source=15308
[32] https://medium.com/women-who-code-delhi/whats-exactly-the-difference-between-artificial-intelligence-machine-learning-and-deep-learning-61ff9830faf8
[28] https://www.kickstarter.com/projects/adrianrosebrock/raspberry-pi-for-computer-vision-ebook/posts/2847180
[28] https://drive.google.com/file/d/1NfeN0ctcMAPt4mdH22uZkVyoHtlUORkK/view?usp=drivesdk
[28] https://www.youtube.com/watch?v=43jcouTpB_0&feature=youtu.be

[27] http://www.globalbigdataconference.com/news/145348/is-ai-our-final-invention.html

Top URLs in Tweet in G1:
[16] https://blog.singularitynet.io/towards-a-practical-neural-symbolic-framework-240bff77ce4a
[15] https://www.fanaticalfuturist.com/2020/04/scientists-unveil-yet-another-ai-that-converts-thoughts-into-plain-text/
[15] https://hub.packtpub.com/3-different-types-of-generative-adversarial-networks-gans-and-how-they-work/
[14] https://www.hackernoon.com/10-reasons-why-you-should-learn-artificial-intelligence-5v6q30vo
[11] https://bdtechtalks.com/2020/04/20/deep-learning-scientific-research/
[9] https://engage.bah.com/Article/Redirect/94c73674-6b49-435d-b9af-92977898e1d5?uc=30185&g=5135c4ff-f52a-4d8d-a558-0986802aea34&f=146444
[8] https://engage.bah.com/Article/Redirect/8f162dbd-7dce-41c9-b6b3-7fbf854f34e0?uc=30185&g=3e1492ab-20b0-4726-ab75-00a70e92b65b&f=146465
[6] http://news.mit.edu/2020/origins-earth-magnetic-field-mystery-0408#.Xq_u3iVWlOU.twitter
[5] https://engage.bah.com/Article/Redirect/07757dae-3b79-4931-9651-071d1a35647d?uc=30185&g=bdbb8c8c-a49f-40d0-85a5-4fabe91651ea&f=146460
[5] https://www.forbes.com/sites/forbestechcouncil/2020/05/05/why-are-we-still-far-away-from-an-ai-based-society/

Top URLs in Tweet in G2:
[162] https://twinybots.ch/
[42] http://www.globalbigdataconference.com/news/145346/machine-learning-helps-invisalign-patients-find-their-perfect-smile.html
[31] https://medium.com/women-who-code-delhi/whats-exactly-the-difference-between-artificial-intelligence-machine-learning-and-deep-learning-61ff9830faf8
[30] https://www.mathworks.com/videos/quantizing-a-deep-learning-network-in-matlab-1587620221222.html?s_eid=psm_dl&source=15308
[23] http://www.globalbigdataconference.com/news/145348/is-ai-our-final-invention.html
[22] https://analyticsindiamag.com/how-neural-network-can-be-trained-to-play-the-snake-game/
[21] https://www.couponed12.com/2020/05/introduction-to-business-analytics.html
[21] https://morioh.com/p/0557e96ececf
[20] https://morioh.com/p/0a7f1fb22962
[17] https://www.youtube.com/watch?v=43jcouTpB_0&feature=youtu.be


Top URLs in Tweet in G3:
[52] https://www.jadirectives.com/best-python-tutorial-online/
[21] https://drive.google.com/file/d/1NfeN0ctcMAPt4mdH22uZkVyoHtlUORkK/view?usp=drivesdk
[21] https://twitter.com/jcafesin
[21] https://www.linkedin.com/slink?code=gH9gusB
[20] https://www.couponed12.com/2020/05/introduction-to-business-analytics.html
[18] https://github.com/gregsramblings/google-cloud-4-words/blob/master/README.md
[18] https://www.youtube.com/playlist?list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z

[16] https://towardsdatascience.com/installing-cuda-on-google-cloud-platform-in-10-minutes-9525d874c8c1
[11] https://www.youtube.com/watch?v=43jcouTpB_0&feature=youtu.be

[9] https://github.com/xinshuoweng/AB3DMOT

Top URLs in Tweet in G4:
[1] https://link.springer.com/search?facet-content-type="Book"&package=mat-covid19_textbooks&facet-discipline="Computer+Science"
[1] https://github.com/gregsramblings/google-cloud-4-words/blob/master/README.md
[1] https://github.com/xinshuoweng/AB3DMOT
[1] http://www.globalbigdataconference.com/news/145345/breaking-through-the-glass-ceiling---a-spring-for-women-in-artificial-intelligence.html
[1] https://www.mathworks.com/videos/quantizing-a-deep-learning-network-in-matlab-1587620221222.html?s_eid=psm_dl&source=15308
[1] https://www.datasciencecentral.com/profiles/blogs/free-book-a-comprehensive-guide-to-machine-learning-berkeley

Top URLs in Tweet in G5:
[16] https://twinybots.ch/
[3] https://towardsdatascience.com/implementing-deep-convolutional-generative-adversarial-networks-dcgan-573df2b63c0d?source=rss----7f60cf5620c9---4
[3] https://m.vk.com/id15800296
[2] https://www.bnext.com.tw/article/57306/deepfake-internet-fraud
[2] https://www.growthtech.org/what-is-deep-learning/
[2] https://dan.com/buy-domain/machinelearningco.com?redirected=true&tld=com
[2] https://medium.com/@jrodthoughts/seven-key-dimensions-to-understand-any-machine-learning-problem-6e4b75f3a5f2
[2] https://blog.sarenet.es/cryptohacking/
[2] https://www.youtube.com/watch?v=9DrapIFhUsQ&t=8s

[2] http://ai.googleblog.com/2020/05/evaluating-natural-language-generation.html

Top URLs in Tweet in G6:
[9] https://www.forbes.com/sites/bernardmarr/2020/05/22/the-9-best-analytics-tools-for-data-visualization-available-today/#38e365774743
[8] https://techxplore.com/news/2020-05-artificial-intelligence-personality-judgments-based.html
[8] https://www.theverge.com/2020/5/22/21266251/nvidia-ai-gamegan-recreate-pac-man-virutal-environment
[6] https://www.defensenews.com/artificial-intelligence/2020/05/25/five-burn-in-questions-on-the-real-robotic-revolution/
[6] https://www.forbes.com/sites/cognitiveworld/2020/05/25/breaking-through-the-glass-ceilinga-spring-for-women-in-artificial-intelligence/#7f0ab73c778b
[6] https://theprint.in/features/big-data-and-ai-tools-of-the-fourth-industrial-revolution-that-can-help-beat-covid-19/427784/
[5] https://bigthink.com/culture-religion/face-recognition-algorithms-phrenology
[5] https://www.forbes.com/sites/charlestowersclark/2020/05/25/artificial-intelligence-is-incompatible-with-the-future-of-communication--heres-why/#4822fcb226b2
[4] https://www.digitalcommerce360.com/2019/07/24/why-should-deep-learning-ai-matter-to-retailers/
[4] https://towardsdatascience.com/creativity-and-artificial-intelligence-46de4326970c

Top URLs in Tweet in G7:
[12] https://engage.bah.com/Article/Redirect/07757dae-3b79-4931-9651-071d1a35647d?uc=30185&g=bdbb8c8c-a49f-40d0-85a5-4fabe91651ea&f=146460
[6] https://builtin.com/artificial-intelligence/ai-manufacturing-robots-automation
[5] https://www.kdnuggets.com/2020/05/automated-machine-learning-free-ebook.html
[5] https://builtin.com/machine-learning/introduction-deep-learning-tensorflow-20
[3] https://morioh.com/p/0aee51044f5e
[3] https://morioh.com/p/0557e96ececf
[3] https://morioh.com/p/0a7f1fb22962
[3] https://customerthink.com/the-opinion-of-6-experts-on-the-future-of-contact-centers-in-a-post-corona-world/
[2] https://towardsai.net/p/machine-learning/contributing-a-new-large-dataset-for-sars-cov-2-identification-via-ct-scan
[2] https://academic.oup.com/bib/advance-article-abstract/doi/10.1093/bib/bbaa039/5813257

Top URLs in Tweet in G8:
[20] https://www.kickstarter.com/projects/adrianrosebrock/raspberry-pi-for-computer-vision-ebook/posts/2847180
[9] https://github.com/microsoft/forecasting
[4] https://www.pyimagesearch.com/2020/05/25/tesseract-ocr-text-localization-and-detection/
[4] https://www.youtube.com/watch?v=vvC15l4CY1Q

[2] https://blog.re-work.co/female-data-science-pioneers-you-may-not-have-heard-of/
[1] https://www.pyimagesearch.com/start-here/
[1] https://www.technologyreview.com/2020/02/25/906083/artificial-intelligence-destroy-civilization-canaries-robot-overlords-take-over-world-ai/
[1] https://blog.griddynamics.com/deep-reinforcement-learning-for-supply-chain-and-price-optimization/
[1] https://twitter.com/i/web/status/1265085500022546432
[1] https://twitter.com/i/web/status/1265357321682784256

Top URLs in Tweet in G9:
[16] https://www.kdnuggets.com/2020/05/best-nlp-deep-learning-course-free.html
[2] https://zoom.us/webinar/register/WN_dlKQVQnxQM2L1MKEQaBrWw
[1] https://twitter.com/i/web/status/1265360648482902022
[1] https://twitter.com/i/web/status/1265046279207284739
[1] https://github.com/renatoviolin/next_word_prediction
[1] https://www.youtube.com/playlist?list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z

[1] https://github.com/denocris/NLP-Workshop-MLMilan

Top URLs in Tweet in G10:
[2] https://www.businesswire.com/news/home/20190926005444/en/Cities-Prepare-Disruption-Artificial-Intelligence-Oliver-Wyman#aisydney
[2] https://twinybots.ch/
[2] http://www.globalbigdataconference.com/news/145332/a-fight-for-the-soul-of-machine-learning.html
[2] https://makeml.app/datasets/sheep
[1] https://hardwear-io.zoom.us/meeting/register/tJcsdOytrDkjGdXVMUtlwtM0xKo6JJsFvxm-
[1] https://twitter.com/i/web/status/1265028648547082240
[1] https://www.abc.net.au/news/2019-09-12/artificial-intelligence-diagnoses-sepsis-in-australian-first/11495772#aisydney
[1] https://twitter.com/i/web/status/1265140652922286081
[1] https://www.smh.com.au/environment/sustainability/the-future-of-sydney-adopting-ai-to-move-the-city-forward-20190924-p52uc0.html#aisydney
[1] https://www.kmworld.com/Articles/Editorial/Features/Next-generation-natural-language-technologies-The-deep-learning-agenda-140647.aspx

Top Domains
Top Domains in Tweet in Entire Graph:
[587] twitter.com
[194] youtube.com
[187] twinybots.ch
[156] medium.com
[119] forbes.com
[111] globalbigdataconference.com
[86] couponed12.com
[81] iammarketingmedia.com
[72] bah.com
[71] morioh.com

Top Domains in Tweet in G1:
[46] twitter.com
[34] bah.com
[17] forbes.com
[16] singularitynet.io
[15] fanaticalfuturist.com
[15] packtpub.com
[15] hackernoon.com
[13] datasciencecentral.com
[11] bdtechtalks.com
[9] kdnuggets.com

Top Domains in Tweet in G2:
[202] twitter.com
[162] twinybots.ch
[108] medium.com
[85] globalbigdataconference.com
[78] iammarketingmedia.com
[62] forbes.com
[62] neurons.ai
[58] morioh.com
[56] analyticsindiamag.com
[52] youtube.com

Top Domains in Tweet in G3:
[119] youtube.com
[105] twitter.com
[59] jadirectives.com
[36] couponed12.com
[32] github.com
[25] blogspot.com
[21] google.com
[21] linkedin.com
[19] bintadiaz.me
[17] towardsdatascience.com

Top Domains in Tweet in G4:
[2] github.com
[1] springer.com
[1] globalbigdataconference.com
[1] mathworks.com
[1] datasciencecentral.com

Top Domains in Tweet in G5:
[105] twitter.com
[28] paper.li
[16] twinybots.ch
[8] medium.com
[7] linkedin.com
[6] plow.io
[5] briefly.co
[3] co.uk
[3] towardsdatascience.com
[3] vk.com

Top Domains in Tweet in G6:
[29] forbes.com
[28] twitter.com
[8] techxplore.com
[8] theverge.com
[6] defensenews.com
[6] theprint.in
[6] co.uk
[5] towardsdatascience.com
[5] bigthink.com
[5] globalbigdataconference.com

Top Domains in Tweet in G7:
[13] bah.com
[11] builtin.com
[10] morioh.com
[7] twitter.com
[5] kdnuggets.com
[5] medium.com
[4] globalbigdataconference.com
[3] forbes.com
[3] customerthink.com
[2] towardsai.net

Top Domains in Tweet in G8:
[20] kickstarter.com
[9] github.com
[5] pyimagesearch.com
[5] twitter.com
[4] youtube.com
[2] re-work.co
[1] technologyreview.com
[1] griddynamics.com
[1] openai.com
[1] towardsdatascience.com

Top Domains in Tweet in G9:
[16] kdnuggets.com
[2] zoom.us
[2] twitter.com
[2] github.com
[1] youtube.com

Top Domains in Tweet in G10:
[6] twitter.com
[4] medium.com
[2] businesswire.com
[2] twinybots.ch
[2] globalbigdataconference.com
[2] makeml.app
[1] zoom.us
[1] net.au
[1] com.au
[1] kmworld.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2813] deeplearning
[2161] ai
[1961] machinelearning
[933] datascience
[836] artificialintelligence
[741] bigdata
[608] ml
[479] iot
[342] python
[312] learning



Top Hashtags in Tweet in G1:
[383] machinelearning
[350] deeplearning
[347] ai
[220] datascience
[106] artificialintelligence
[93] bigdata
[52] ml
[40] datascientists
[35] analytics
[31] iot

Top Hashtags in Tweet in G2:
[1306] deeplearning
[787] ai
[723] machinelearning
[279] artificialintelligence
[261] learning
[247] datascience
[233] bigdata
[210] ml
[101] dl
[93] neuralnetworks

Top Hashtags in Tweet in G3:
[559] ai
[517] machinelearning
[473] deeplearning
[311] datascience
[299] iot
[289] bigdata
[249] artificialintelligence
[239] ml
[187] theinsaneapp
[178] python

Top Hashtags in Tweet in G4:
[11] machinelearning
[9] datascience
[7] ai
[6] deeplearning
[5] ml
[5] theinsaneapp
[4] bigdata
[4] rstats
[4] javascript
[3] artificialintelligence

Top Hashtags in Tweet in G5:
[160] deeplearning
[82] ai
[53] machinelearning
[23] datascience
[23] learning
[21] artificialintelligence
[16] pexels
[11] gan
[11] 人工知能
[10] ml

Top Hashtags in Tweet in G6:
[180] ai
[118] deeplearning
[106] machinelearning
[77] artificialintelligence
[50] datascience
[49] bigdata
[40] artificialinteligence
[17] ml
[15] robotics
[15] iot

Top Hashtags in Tweet in G7:
[78] deeplearning
[46] ai
[35] bigdata
[33] tensorflow
[32] machinelearning
[23] artificialintelligence
[17] datascience
[16] ml
[14] dl
[12] pytorch

Top Hashtags in Tweet in G8:
[24] deeplearning
[22] computervision
[20] raspberrypi
[18] ai
[16] datascience
[13] machinelearning
[9] machinlearning
[8] python
[5] artificialintelligence
[4] opencv

Top Hashtags in Tweet in G9:
[21] nlp
[21] deeplearning
[1] pytorch
[1] theinsaneapp
[1] nlproc
[1] machinelearning

Top Hashtags in Tweet in G10:
[23] deeplearning
[17] machinelearning
[11] ai
[8] artificialintelligence
[4] bigdata
[4] timeline
[3] analytics
[3] objectdetection
[2] learning
[2] computervision

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[383] #machinelearning
[350] #deeplearning
[350] #ai
[220] #datascience
[206] kirkdborne
[175] learning
[131] 10
[130] cheat
[123] pdf
[106] #artificialintelligence

Top Words in Tweet in G2:
[1306] #deeplearning
[787] #ai
[741] learning
[723] #machinelearning
[446] deep
[284] machine
[279] #artificialintelligence
[261] #learning
[247] #datascience
[233] #bigdata

Top Words in Tweet in G3:
[560] #ai
[517] #machinelearning
[473] #deeplearning
[311] #datascience
[299] #iot
[289] #bigdata
[289] gt
[250] learning
[249] #artificialintelligence
[239] #ml

Top Words in Tweet in G4:
[210] learning
[201] free
[201] download
[201] deep
[200] icymi
[200] springer
[200] made
[200] 400
[200] textbooks
[200] including

Top Words in Tweet in G5:
[160] #deeplearning
[82] #ai
[53] #machinelearning
[38] ai
[37] daily
[26] latest
[24] neural
[23] #datascience
[23] #learning
[23] learning

Top Words in Tweet in G6:
[181] #ai
[118] #deeplearning
[106] #machinelearning
[80] nigewillson
[77] #artificialintelligence
[60] ai
[57] intelligence
[54] artificial
[50] #datascience
[49] #bigdata

Top Words in Tweet in G7:
[78] #deeplearning
[46] #ai
[35] #bigdata
[33] #tensorflow
[32] #machinelearning
[23] learning
[23] #artificialintelligence
[20] deep
[20] marcusborba
[17] #datascience

Top Words in Tweet in G8:
[88] ocr
[87] text
[64] pyimagesearch
[47] detection
[45] tesseract
[45] localization
[42] tutorial
[42] detect
[42] super
[42] efficient

Top Words in Tweet in G9:
[46] roberta
[27] word
[25] using
[24] transformers
[24] huggingface
[24] models
[24] bart
[23] bert
[23] xlnet
[23] electra

Top Words in Tweet in G10:
[23] #deeplearning
[17] #machinelearning
[11] analysis
[11] #ai
[10] next
[9] join
[9] webinar
[9] decade
[9] profiled
[9] side

Top Word Pairs
Top Word Pairs in Tweet in G2:
[164] deep,learning
[109] #machinelearning,#deeplearning
[106] machine,learning
[106] #deeplearning,#learning
[106] artificial,intelligence
[106] read,more
[106] #ai,#ml
[106] learning,#deeplearning
[106] #ml,#deeplearning
[106] #datascience,#machinelearning

Top Word Pairs in Tweet in G3:
[429] #ai,#machinelearning
[267] gt,gt
[257] machine,learning
[233] #datascience,#iot
[194] #machinelearning,#deeplearning
[147] #ml,#ai
[140] #rstats,#javascript
[119] #iot,#rstats
[106] #machinelearning,#datascience
[89] #artificialintelligence,#ml

Top Word Pairs in Tweet in G4:
[193] deep,learning
[157] icymi,springer
[152] springer,made
[131] made,400
[128] 400,textbooks
[117] textbooks,free
[105] free,download
[101] download,including
[96] including,cs
[91] cs,books

Top Word Pairs in Tweet in G5:
[201] #ai,#deeplearning
[200] #machinelearning,#deeplearning
[200] created,neural
[200] neural,style
[200] style,transfer
[200] transfer,stock
[200] stock,input
[200] input,#pexels
[200] #pexels,follow
[200] follow,research_nest

Top Word Pairs in Tweet in G6:
[22] #machinelearning,#deeplearning
[19] artificial,intelligence
[16] #ai,#artificialinteligence
[16] #ai,#artificialintelligence
[16] #artificialinteligence,#machinelearning
[16] gt,gt
[16] machine,learning
[16] #ai,#machinelearning
[16] #artificialintelligence,#machinelearning
[16] nigewillson,artificial

Top Word Pairs in Tweet in G7:
[55] deep,learning
[54] #ai,#ml
[34] #ml,#deeplearning
[29] #dl,#ai
[24] #machinelearning,#deeplearning
[21] comparison,#deeplearning
[18] #deeplearning,frameworks
[16] frameworks,#pytorch
[15] #pytorch,vs
[13] vs,#tensorflow

Top Word Pairs in Tweet in G8:
[14] tesseract,ocr
[14] ocr,text
[14] text,localization
[13] localization,detection
[12] tutorial,tesseract
[12] detection,detect
[12] detect,text
[12] text,ocr
[12] ocr,super
[12] super,efficient

Top Word Pairs in Tweet in G9:
[45] using,transformers
[45] transformers,huggingface
[45] huggingface,models
[45] models,bert
[42] bert,xlnet
[42] xlnet,bart
[42] bart,electra
[42] electra,roberta
[42] roberta,xlm
[42] xlm,roberta

Top Word Pairs in Tweet in G10:
[23] join,next
[23] next,webinar
[23] webinar,decade
[23] decade,#machinelearning
[23] #machinelearning,profiled
[23] profiled,side
[23] side,channel
[23] channel,analysis
[23] analysis,stjepanpicek_
[23] hardwear_io,join

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@theinsaneapp
@mit_csail
@nigewillson
@ucsf
@pyimagesearch
@paula_piccard
@ronald_vanloon
@pawlowskimario
@iam__network

Top Mentioned in G1:
@kirkdborne
@ucsf
@paula_piccard
@welcomeai
@ipfconline1
@ronald_vanloon
@spirosmargaris
@kdnuggets
@swisscognitive
@alvinfoo

Top Mentioned in G2:
@kirkdborne
@deep_in_depth
@iam__network
@nigewillson
@spirosmargaris
@theinsaneapp
@ds_analytics
@ai_scientist
@bigdataconf
@iainljbrown

Top Mentioned in G3:
@theinsaneapp
@cloudcrem
@pawlowskimario
@jamilahmed_16
@matthewhallberg
@mikequindazzi
@realcolinmac
@iamdeeplaxmi
@couponed_code
@harbrimah

Top Mentioned in G4:
@mit_csail
@theinsaneapp
@kirkdborne
@pinakilaskar
@fisheyebox
@harshkhatri24
@bigdataconf
@matlab
@hubert_homaei
@disfolddotcom

Top Mentioned in G5:
@research_nest
@muratkurtube
@aminekorchimd
@rezakhorshidi
@sunrisersg
@domainfq
@kevinabosch

Top Mentioned in G6:
@nigewillson
@fisher85m
@kirkdborne
@ds_analytics
@iainljbrown
@mikequindazzi
@evankirstel
@nvidia
@antgrasso
@m

Top Mentioned in G7:
@marcusborba
@kirkdborne
@meheller
@deep_in_depth
@builtin
@ronald_vanloon
@crigatuso
@kdnuggets
@gp_pulipaka
@andrewyng

Top Mentioned in G8:
@pyimagesearch
@miketamir
@davidpraisekalu
@mit_csail
@sentdex
@theinsaneapp
@spirosmargaris
@connectingai

Top Mentioned in G9:
@huggingface
@renatoviolin
@stanford
@oscarwijsman
@tylershimko
@koustuvsinha
@ml_milano
@iaml_it
@lavanyaai
@denocris

Top Mentioned in G10:
@stjepanpicek_
@hardwear_io
@tdatascience
@unlikelytechie
@faviovaz
@sklausdev
@aisydneyevents
@fluxxxm
@milesboard
@kirkdborne

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@javascriptd
@clairebotai
@chidambara09
@evankirstel
@aaroncuddeback
@bkindngood
@thomasclone
@ottlegalrebels

Top Tweeters in G1:
@clairebotai
@eraser
@bbcnews
@nicochan33
@akwyz
@gezgintrk
@nomoreslaves
@shicooks
@rwang0
@ssxman2

Top Tweeters in G2:
@aaroncuddeback
@iam__network
@santchiweb
@calcaware
@into_ai
@economictimes
@machinelearnflx
@andrewmorrisuk
@themrblueprint
@lorax58

Top Tweeters in G3:
@sectest9
@javascriptd
@itknowingness
@codernotesbot
@femtech_
@taieb_bot
@biconnections
@xaelbot
@mashable
@100xcode

Top Tweeters in G4:
@southerngemgal
@fukasawa_takuya
@parvez1
@07swordking
@patentbuddy
@o_gho_gho
@tacj
@lj82_
@sachalenglish
@samoalfred

Top Tweeters in G5:
@paoloigna1
@rvp
@0_u0
@eng470527
@si_applied
@bylilyv
@ap_taniguchi
@way_way_way
@overflow_meme
@3itcom

Top Tweeters in G6:
@chidambara09
@evankirstel
@thomasclone
@ottlegalrebels
@fintechna
@inc
@enrirosasdiaz
@hindustantimes
@cathcervoni
@jayeshmthakur

Top Tweeters in G7:
@bot_innovation
@trippbraden
@data_nerd
@zdnet
@fmfrancoise
@adam_it_
@forbestech
@vizworld
@unix_guru
@techreview

Top Tweeters in G8:
@june4th
@jacobussystems
@ham_gretsky
@gersariel1
@adrianh23960172
@malvin7s
@jarjargeek
@nrvousfella
@vukosi
@suhnyllakler

Top Tweeters in G9:
@kamama_ai
@tcely
@eldarsilver
@ericschles
@stanford
@imrahulrai
@lavanyaai
@oscarwijsman
@0xhexhex
@gcdeshpande

Top Tweeters in G10:
@gdprai
@ministraitor
@tdatascience
@fluxius
@faviovaz
@sklausdev
@antriksh_s
@fluxxxm
@hyperganapathi
@theomitsa