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deeplearning_2020-03-24_17-59-24.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 25, 2020
Short Description:
deeplearning via NodeXL https://bit.ly/2UzmE4v
@hubofml
@nvidia
@chidambara09
@spirosmargaris
@clairebotai
@mikequindazzi
@thecuriousluke
@haroldsinnott
@gp_pulipaka
@kirkdborne

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

Description:
Description
The graph represents a network of 2,189 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, 25 March 2020 at 01:00 UTC.

The requested start date was Wednesday, 25 March 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, 4-hour, 34-minute period from Monday, 23 March 2020 at 19:26 UTC to Wednesday, 25 March 2020 at 00:01 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 : 2189
Unique Edges : 3979
Edges With Duplicates : 2849
Total Edges : 6828
Number of Edge Types : 4
Mentions : 632
MentionsInRetweet : 4574
Tweet : 1603
Replies to : 19
Self-Loops : 1603
Reciprocated Vertex Pair Ratio : 0.011372064276885
Reciprocated Edge Ratio : 0.0224883891469078
Connected Components : 384
Single-Vertex Connected Components : 258
Maximum Vertices in a Connected Component : 1581
Maximum Edges in a Connected Component : 6122
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.724794
Graph Density : 0.000854154435130614
Modularity : 0.424647
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 2,189 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, 25 March 2020 at 01:00 UTC.

The requested start date was Wednesday, 25 March 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, 4-hour, 34-minute period from Monday, 23 March 2020 at 19:26 UTC to Wednesday, 25 March 2020 at 00:01 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:
[160] https://twinybots.ch/
[47] https://medium.com/the-data-intelligence-connection/the-emergence-of-ai-as-a-service-b66d8b00bc4
[36] http://www.globalbigdataconference.com/news/145092/the-role-of-ai-in-ensuring-data-privacy.html
[29] https://bdtechtalks.com/2020/03/23/yann-lecun-self-supervised-learning/
[29] https://www.mygreatlearning.com/blog/logistic-regression-with-examples-in-python-and-r/
[29] https://healthitanalytics.com/news/artificial-intelligence-can-help-predict-cancer-therapy-response
[26] https://www.mytwintiers.com/news-cat/rpi-targets-the-coronavirus-with-deep-learning-artificial-intelligence-supercomputer/
[25] https://towardsdatascience.com/deep-learning-isnt-hard-anymore-26db0d4749d7
[25] http://www.globalbigdataconference.com/news/145093/the-potential-of-ai--rpa-together.html
[24] https://www.mygreatlearning.com/blog/introduction-to-support-vector-machine/

Top URLs in Tweet in G1:
[20] https://twinybots.ch/
[8] https://www.icaew.com/insights/features/2020/mar-2020/the-true-impact-of-artificial-intelligence-on-society
[8] https://www.businesstimes.com.sg/sme/why-smes-should-embrace-machine-learning
[7] https://artificialintelligence-news.com/2020/03/23/ai-covid-19-ai-tools-services-fighting-coronavirus/
[6] https://ia.acs.org.au/article/2020/this-computer-chip-can-smell-things.html
[6] https://www.mygreatlearning.com/blog/logistic-regression-with-examples-in-python-and-r/
[5] https://www.researchandmarkets.com/
[5] https://www.edexlive.com/news/2020/mar/22/researchers-use-artificial-intelligence-to-predict-drug-response-in-lung-cancer-therapies-10819.html
[5] https://insights.dice.com/2020/03/23/will-covid-19-create-big-moment-a-i-machine-learning/
[5] https://venturebeat.com/2020/03/23/nvidias-dlss-2-0/

Top URLs in Tweet in G2:
[15] https://twinybots.ch/
[9] https://m.vk.com/id15800296
[5] https://medium.com/the-data-intelligence-connection/the-emergence-of-ai-as-a-service-b66d8b00bc4
[4] https://www.computerweekly.com/ehandbook/Machine-learning-will-have-bigger-impact-than-cloud
[3] https://medium.com/@raosrinivas2580/understanding-neural-networks-1de45d82edfb
[3] https://onlinecoursereviewsbest.blogspot.com/2020/01/data-analysis-bootcamp-21-real-world.html
[3] https://register.gotowebinar.com/recording/8864259845097053185
[2] https://www.inceptivemind.com/injectsense-implantable-sensor-eye-pressure-monitoring-home/9689/
[2] https://medium.com/swlh/deep-learnings-mathematics-f52b3c4d2576?source=rss----f5af2b715248---4
[2] https://www.reddit.com/r/deeplearning/comments/fnpszs/r_google_introduces_neuroevolution_for/

Top URLs in Tweet in G3:
[18] https://itbrief.co.nz/story/fighting-climate-change-with-ai
[14] https://twinybots.ch/
[13] https://www.diaridegirona.cat/opinio/2020/03/24/xarxes-dopamina/1035916.html
[13] https://yourstory.com/2020/03/data-science-change-way-buy-clothes-fashion
[12] https://healthitanalytics.com/news/artificial-intelligence-can-help-predict-cancer-therapy-response
[12] https://techsocialnetwork.co.uk/2019/12/15/what-is-artificial-intelligence-anyway/
[11] https://www.forbes.com/sites/lanceeliot/2020/01/04/overcoming-racial-bias-in-ai-systems-and-startlingly-even-in-ai-self-driving-cars/#3dfac777723b
[9] https://www.lavanguardia.com/tecnologia/20200321/474161033663/etica-inteligencia-artificial.html
[8] https://blog.gregbrockman.com/how-i-became-a-machine-learning-practitioner
[8] https://www.lavanguardia.com/tecnologia/20200118/472784862454/frenos-activismo-social-silicon-valley.html?utm_source=newsletters&utm_medium=email&utm_campaign=tecnologia&utm_term=20200118&utm_content=listado-de-noticias-de-la-seccion-de-tecnologia

Top URLs in Tweet in G4:
[81] https://twinybots.ch/
[30] https://medium.com/the-data-intelligence-connection/the-emergence-of-ai-as-a-service-b66d8b00bc4
[22] http://www.globalbigdataconference.com/news/145092/the-role-of-ai-in-ensuring-data-privacy.html
[16] https://www.mygreatlearning.com/blog/introduction-to-support-vector-machine/
[15] https://www.mygreatlearning.com/blog/logistic-regression-with-examples-in-python-and-r/
[14] http://www.globalbigdataconference.com/news/145087/how-ai-makes-big-data-smarter.html
[13] https://www.industryweek.com/technology-and-iiot/article/21126552/get-ready-because-ai-attacks-are-coming
[13] https://bdtechtalks.com/2020/03/23/yann-lecun-self-supervised-learning/
[13] https://chartio.com/blog/why-we-made-sql-visual-and-how-we-finally-did-it/
[12] http://www.globalbigdataconference.com/news/145093/the-potential-of-ai--rpa-together.html

Top URLs in Tweet in G5:
[4] https://machinelearningmastery.com/pytorch-tutorial-develop-deep-learning-models/
[2] https://www.datanami.com/2020/03/23/can-ai-find-a-cure-for-covid-19/
[1] http://news.mit.edu/2020/system-trains-driverless-cars-simulations-0323
[1] https://www.zdnet.com/article/tesla-fatal-model-3-crash-autopilots-operational-design-condemned/
[1] https://twitter.com/i/web/status/1242276232391274497
[1] https://twitter.com/i/web/status/1242268877314314243
[1] https://twitter.com/i/web/status/1230551729168683008
[1] https://twitter.com/i/web/status/1242121731927662600
[1] https://twitter.com/i/web/status/1242436515478802432
[1] https://twitter.com/i/web/status/1241892984377016322

Top URLs in Tweet in G6:
[16] https://towardsdatascience.com/deep-learning-isnt-hard-anymore-26db0d4749d7
[16] https://www.edexlive.com/news/2020/mar/22/researchers-use-artificial-intelligence-to-predict-drug-response-in-lung-cancer-therapies-10819.html
[13] https://www.mytwintiers.com/news-cat/rpi-targets-the-coronavirus-with-deep-learning-artificial-intelligence-supercomputer/
[10] https://healthitanalytics.com/news/artificial-intelligence-can-help-predict-cancer-therapy-response
[10] https://venturebeat.com/2020/03/11/googles-objectron-uses-ai-to-track-3d-objects-in-2d-video/
[8] https://youtu.be/n3RKsY2H-NE
[7] https://www.drugtargetreview.com/article/56366/discovering-and-designing-drugs-with-artificial-intelligence/
[7] https://www.kdnuggets.com/2020/02/computer-vision-sandbox.html#.XmyyWs-Ub64.twitter
[7] https://venturebeat.com/2020/03/08/3-important-trends-in-ai-ml-you-might-be-missing/
[6] https://mindmatters.ai/2020/03/why-does-the-vatican-need-microsoft/

Top URLs in Tweet in G7:
[17] http://www.fiverr.com/139751397?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=WEApXd
[14] https://github.com/NishkarshRaj/100DaysofMLCode
[12] http://www.fiverr.com/139751397?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=DBAb1D
[12] http://www.deeplearning.ai/
[9] https://udemy-free-coupons.blogspot.com/2020/03/machine-learning-with-pythonbusiness.html
[8] http://www.fiverr.com/145237348?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=8z78Ev
[8] http://www.fiverr.com/139751397?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=EgALkD
[8] https://twinybots.ch/
[7] https://nanonets.com/blog/ocr-financial-documents/
[6] http://www.fiverr.com/145237348?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=38QWpa

Top URLs in Tweet in G8:
[4] https://twinybots.ch/
[3] http://datahacker.rs/twentybn/
[3] http://datahacker.rs/standardcyborg-app/
[3] http://www.artificialintelligencebits.com/ais-effect-on-productivity-now-and-in-the-future/?feed_id=617&_unique_id=5e7a365c30695
[3] http://www.globalbigdataconference.com/news/145092/the-role-of-ai-in-ensuring-data-privacy.html
[2] http://datahacker.rs/agremo/
[2] https://www.artificialintelligencebits.com/
[2] https://link.springer.com/article/10.1186/s40537-019-0212-5
[2] https://medium.com/voice-tech-podcast/the-seven-patterns-of-artificial-intelligence-bb3fc189a9d4?utm_content=buffer0f125&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1242583253774671873

Top URLs in Tweet in G9:
[6] https://www.amazon.com/Audible-Free-Trial-Digital-Membership/dp/B00NB86OYE/?ref_=assoc_tag_ph_1485906643682&_encoding=UTF8&camp=1789&creative=9325&linkCode=pf4&tag=kirkdborne-20&linkId=7e56506c63fc3e154a305af49ad8a772
[6] https://engage.bah.com/Article/Redirect/c58467e8-4867-413f-8898-92f1293d6653?uc=30185&g=395683ae-cb7f-4185-a7a4-e397e8401ba4&f=133307
[4] https://machinelearningmastery.com/pytorch-tutorial-develop-deep-learning-models/
[4] https://www.datasciencecentral.com/profiles/blogs/github-material
[2] https://www.datacamp.com/courses/deep-learning-with-keras-in-python?tap_a=5644-dce66f&tap_s=411670-1f1ebc
[2] https://www.forbes.com/sites/forbesagencycouncil/2020/03/02/how-deep-learning-is-transforming-marketing/
[1] https://twitter.com/i/web/status/1242322774238146560
[1] https://twitter.com/i/web/status/1242504022440935430
[1] https://twitter.com/i/web/status/1241579958029475842
[1] https://www.datasciencecentral.com/profiles/blogs/google-releases-tensorflow-quantum

Top URLs in Tweet in G10:
[3] http://tiny.cc/zi3r9y
[3] https://www.imageannotation.ai/blog/10-applications-of-deep-learning-for-computer-vision
[3] https://www.imageannotation.ai/blog/top-10-image-dataset-for-machine-learning
[3] https://www.imageannotation.ai/blog/selecting-the-right-image-labeling-tool-for-your-company
[3] https://twinybots.ch/
[3] https://paper.li/MarcoSarpato/1466176529?edition_id=f98b64c0-6de2-11ea-b484-0cc47a0d164b
[3] https://www.searchblox.com/blog/searchai-smartsuggest-better-search-relevance-starts-with-better-search-queries-how-ai-can-power-your-search-box
[2] https://www.imageannotation.ai/blog/how-applying-machine-learning-helps-in-medical-imaging
[2] https://www.imageannotation.ai/blog/deep-learning-for-single-image-super-resolution
[2] https://paper.li/pronetmx/1514236577?edition_id=2dadac00-6d4c-11ea-b9b3-002590a5ba2d

Top Domains
Top Domains in Tweet in Entire Graph:
[1308] twitter.com
[160] twinybots.ch
[147] medium.com
[134] globalbigdataconference.com
[107] paper.li
[76] fiverr.com
[65] forbes.com
[60] venturebeat.com
[56] into.ai
[55] mygreatlearning.com

Top Domains in Tweet in G1:
[142] twitter.com
[20] twinybots.ch
[19] medium.com
[17] venturebeat.com
[17] analyticsindiamag.com
[13] globalbigdataconference.com
[11] datahacker.rs
[10] mygreatlearning.com
[9] forbes.com
[9] towardsdatascience.com

Top Domains in Tweet in G2:
[217] twitter.com
[35] paper.li
[19] medium.com
[15] twinybots.ch
[12] reddit.com
[9] vk.com
[9] wordpress.com
[6] blogspot.com
[6] deepai.org
[4] github.com

Top Domains in Tweet in G3:
[356] twitter.com
[39] lavanguardia.com
[34] co.uk
[25] forbes.com
[22] t.co
[20] globalbigdataconference.com
[18] co.nz
[14] twinybots.ch
[13] diaridegirona.cat
[13] yourstory.com

Top Domains in Tweet in G4:
[150] twitter.com
[81] twinybots.ch
[75] globalbigdataconference.com
[50] into.ai
[42] medium.com
[31] mygreatlearning.com
[18] analyticsindiamag.com
[13] industryweek.com
[13] bdtechtalks.com
[13] chartio.com

Top Domains in Tweet in G5:
[41] twitter.com
[4] machinelearningmastery.com
[2] statista.com
[2] datanami.com
[2] healthitanalytics.com
[1] mit.edu
[1] zdnet.com
[1] svb.com
[1] amazonaws.com
[1] inverse.com

Top Domains in Tweet in G6:
[52] twitter.com
[19] venturebeat.com
[17] towardsdatascience.com
[16] edexlive.com
[16] medium.com
[13] mytwintiers.com
[10] healthitanalytics.com
[9] drugtargetreview.com
[9] youtu.be
[7] kdnuggets.com

Top Domains in Tweet in G7:
[58] twitter.com
[56] fiverr.com
[17] github.com
[12] deeplearning.ai
[9] blogspot.com
[9] couponfree.uk
[8] youtube.com
[8] twinybots.ch
[7] medium.com
[7] nanonets.com

Top Domains in Tweet in G8:
[33] twitter.com
[12] datahacker.rs
[8] artificialintelligencebits.com
[4] twinybots.ch
[3] globalbigdataconference.com
[2] analyticsindiamag.com
[2] springer.com
[2] medium.com
[1] kracekumar.com
[1] forbes.com

Top Domains in Tweet in G9:
[22] twitter.com
[10] amazon.com
[8] bah.com
[5] datasciencecentral.com
[4] machinelearningmastery.com
[2] medium.com
[2] towardsdatascience.com
[2] datacamp.com
[2] forbes.com
[1] venturebeat.com

Top Domains in Tweet in G10:
[57] twitter.com
[13] imageannotation.ai
[13] paper.li
[5] globalbigdataconference.com
[5] ne.jp
[3] tiny.cc
[3] twinybots.ch
[3] lavanguardia.com
[3] searchblox.com
[2] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2995] deeplearning
[2248] ai
[1825] machinelearning
[1004] artificialintelligence
[775] datascience
[759] bigdata
[552] iot
[496] neuralnetworks
[334] ml
[290] analytics



Top Hashtags in Tweet in G1:
[470] ai
[449] deeplearning
[422] machinelearning
[275] artificialintelligence
[181] neuralnetworks
[163] bigdata
[139] datascience
[137] iot
[123] ml
[99] robotics

Top Hashtags in Tweet in G2:
[175] deeplearning
[62] machinelearning
[60] ai
[34] artificialintelligence
[30] learning
[29] datascience
[20] bigdata
[14] python
[13] data
[10] technology

Top Hashtags in Tweet in G3:
[625] deeplearning
[565] ai
[462] machinelearning
[245] artificialintelligence
[213] datascience
[198] bigdata
[119] iot
[94] industry40
[76] quantummechanics
[72] ml

Top Hashtags in Tweet in G4:
[462] deeplearning
[220] ai
[195] machinelearning
[187] artificialintelligence
[140] neuralnetworks
[129] learning
[74] fintech
[73] datascience
[56] bigdata
[38] insurtech

Top Hashtags in Tweet in G5:
[139] deeplearning
[136] ai
[73] machinelearning
[67] iot
[53] selfdrivingcars
[52] lidar
[39] datascience
[35] bigdata
[18] gtc20
[16] healthcare

Top Hashtags in Tweet in G6:
[224] ai
[154] deeplearning
[121] machinelearning
[82] artificialintelligence
[61] bigdata
[56] iot
[33] datascience
[18] coronavirus
[16] fintech
[15] science

Top Hashtags in Tweet in G7:
[207] deeplearning
[149] ai
[139] machinelearning
[120] bigdata
[107] datascience
[107] iot
[94] analytics
[83] iiot
[53] mean
[41] pytorch

Top Hashtags in Tweet in G8:
[91] deeplearning
[56] ai
[56] machinelearning
[44] ml
[24] computervision
[21] tech
[21] artificialintelligence
[20] robotics
[20] music
[18] opencv

Top Hashtags in Tweet in G9:
[40] deeplearning
[31] machinelearning
[15] bigdata
[14] python
[13] datascience
[13] ai
[11] datascientists
[10] algorithms
[7] artificialintelligence
[6] neuralnetworks

Top Hashtags in Tweet in G10:
[255] deeplearning
[163] ai
[143] machinelearning
[61] datascience
[47] makeinglandscape
[47] nowlearning
[47] 人工知能
[47] gan
[36] analytics
[35] artificialintelligence

Top Words
Top Words in Tweet in Entire Graph:
[1941] Words in Sentiment List#1: Positive
[823] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[74610] Non-categorized Words
[77374] Total Words
[2974] #deeplearning
[2248] #ai
[1825] #machinelearning
[1004] #artificialintelligence
[1003] learning

Top Words in Tweet in G1:
[470] #ai
[448] #deeplearning
[422] #machinelearning
[275] #artificialintelligence
[206] learning
[181] #neuralnetworks
[163] #bigdata
[139] #datascience
[137] #iot
[123] #ml

Top Words in Tweet in G2:
[175] #deeplearning
[62] #machinelearning
[60] #ai
[60] learning
[54] ai
[34] #artificialintelligence
[32] deep
[30] latest
[30] #learning
[29] #datascience

Top Words in Tweet in G3:
[616] #deeplearning
[565] #ai
[462] #machinelearning
[245] #artificialintelligence
[213] #datascience
[202] gt
[198] #bigdata
[177] learning
[119] #iot
[109] deep

Top Words in Tweet in G4:
[462] #deeplearning
[220] #ai
[195] #machinelearning
[187] #artificialintelligence
[140] #neuralnetworks
[135] ai
[135] learning
[129] #learning
[84] data
[80] deep

Top Words in Tweet in G5:
[206] gt
[138] #deeplearning
[136] #ai
[108] mikequindazzi
[92] nvidia
[73] #machinelearning
[67] #iot
[53] #selfdrivingcars
[52] #lidar
[52] perception

Top Words in Tweet in G6:
[224] #ai
[154] #deeplearning
[121] #machinelearning
[82] #artificialintelligence
[75] gt
[63] learning
[61] #bigdata
[56] #iot
[55] haroldsinnott
[55] ipfconline1

Top Words in Tweet in G7:
[207] #deeplearning
[149] #ai
[140] learning
[139] #machinelearning
[120] #bigdata
[107] #datascience
[107] #iot
[94] #analytics
[90] deep
[85] gp_pulipaka

Top Words in Tweet in G8:
[91] #deeplearning
[56] #ai
[56] #machinelearning
[44] #ml
[37] davorjord
[36] ainewsbits
[32] using
[24] #computervision
[22] ai
[21] #tech

Top Words in Tweet in G9:
[40] #deeplearning
[31] #machinelearning
[31] kirkdborne
[28] learning
[24] gt
[15] #bigdata
[14] #python
[13] deep
[13] #datascience
[13] #ai

Top Words in Tweet in G10:
[254] #deeplearning
[163] #ai
[143] #machinelearning
[61] #datascience
[47] aiで風景を作る
[47] iteration
[47] epoch
[47] #makeinglandscape
[47] #nowlearning
[47] #人工知能

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[663] #machinelearning,#deeplearning
[450] #ai,#machinelearning
[435] gt,gt
[416] deep,learning
[299] machine,learning
[259] #datascience,#ai
[250] #deeplearning,#machinelearning
[236] #ai,#iot
[231] #bigdata,#analytics
[221] #ai,#deeplearning

Top Word Pairs in Tweet in G1:
[107] #deeplearning,#machinelearning
[97] #machinelearning,#artificialintelligence
[92] #machinelearning,#deeplearning
[91] #bigdata,#analytics
[74] #ai,#iot
[72] machine,learning
[70] learning,#deeplearning
[70] #datascience,#ai
[66] #artificialintelligence,#neuralnetworks
[63] artificial,intelligence

Top Word Pairs in Tweet in G2:
[21] artificial,intelligence
[20] deep,learning
[19] read,more
[17] #ai,#deeplearning
[17] #deeplearning,#learning
[16] machine,learning
[16] #machinelearning,#deeplearning
[13] reinforcement,learning
[11] deep,reinforcement
[10] gt,gt

Top Word Pairs in Tweet in G3:
[162] #machinelearning,#deeplearning
[131] gt,gt
[92] #artificialintelligence,#machinelearning
[85] deep,learning
[78] #ai,#machinelearning
[76] #deeplearning,#quantummechanics
[74] #ai,#iot
[67] #industry40,#artificialintelligence
[65] artificial,intelligence
[59] machine,learning

Top Word Pairs in Tweet in G4:
[104] #deeplearning,#learning
[87] #machinelearning,#deeplearning
[74] #deeplearning,#neuralnetworks
[61] deep,learning
[51] #deeplearning,#artificialintelligence
[49] #artificialintelligence,#machinelearning
[37] #deeplearning,#intoainews
[35] #datascience,#machinelearning
[35] machine,learning
[33] #ai,#artificialintelligence

Top Word Pairs in Tweet in G5:
[137] gt,gt
[60] #ai,#machinelearning
[52] #lidar,perception
[52] perception,powering
[52] powering,#selfdrivingcars
[51] #deeplearning,#lidar
[48] #selfdrivingcars,nvidia
[46] mikequindazzi,#ai
[46] #machinelearning,#iot
[40] mt,mikequindazzi

Top Word Pairs in Tweet in G6:
[66] #ai,#machinelearning
[58] #machinelearning,#deeplearning
[50] gt,gt
[47] #ai,#iot
[33] #iot,#bigdata
[33] deep,learning
[22] lung,cancer
[17] ipfconline1,#deeplearning
[17] caleb,kaiser
[17] kaiser,tdatascience

Top Word Pairs in Tweet in G7:
[96] #ai,#machinelearning
[94] #bigdata,#analytics
[94] #analytics,#datascience
[94] #datascience,#ai
[83] #iot,#iiot
[75] deep,learning
[56] check,gig
[56] gig,fiverr
[56] wordpress,site
[55] #machinelearning,#deeplearning

Top Word Pairs in Tweet in G8:
[35] #machinelearning,#deeplearning
[32] #ml,#machinelearning
[26] #ai,#ml
[20] possible,create
[20] create,#music
[20] #music,using
[20] using,fingers
[20] fingers,#deeplearning
[20] #deeplearning,ainewsbits
[20] ainewsbits,#computervision

Top Word Pairs in Tweet in G9:
[12] gt,gt
[9] #machinelearning,#deeplearning
[8] #machinelearning,trends
[8] trends,watch
[8] watch,2020
[8] 2020,deep
[8] deep,active
[8] active,learning
[8] learning,human
[8] human,loop

Top Word Pairs in Tweet in G10:
[90] #machinelearning,#deeplearning
[56] #ai,#machinelearning
[47] aiで風景を作る,iteration
[47] iteration,epoch
[47] #makeinglandscape,#nowlearning
[47] #nowlearning,#ai
[47] #ai,#人工知能
[47] #人工知能,#deeplearning
[47] #deeplearning,#gan
[36] #datascience,#ai

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@nvidia
@mikequindazzi
@deep_in_depth
@makerdemy
@spirosmargaris
@gp_pulipaka
@haroldsinnott
@ronald_vanloon
@ipfconline1
@davorjord

Top Mentioned in G1:
@makerdemy
@bojanavukov
@markquinn_vo
@cmtcameramodule
@deep_in_depth
@mikequindazzi
@ravikikan
@spirosmargaris
@iainljbrown
@nvidia

Top Mentioned in G2:
@boringdata

Top Mentioned in G3:
@frronconi
@mikequindazzi
@nvidia
@makerdemy
@ds_analytics
@jl_mico
@ronald_vanloon
@marcusborba
@forbes
@ai_scientist

Top Mentioned in G4:
@deep_in_depth
@spirosmargaris
@bigdataconf
@miketamir
@nigewillson
@makerdemy
@into_ai
@haroldsinnott
@jblefevre60
@techunityinc

Top Mentioned in G5:
@nvidia
@mikequindazzi
@pawlowskimario
@eightylevel
@harvardbiz
@ronald_vanloon
@rani_tiwari
@rapidsai
@paula_piccard
@datametrician

Top Mentioned in G6:
@haroldsinnott
@ipfconline1
@spirosmargaris
@tdatascience
@jblefevre60
@venturebeat
@jblef
@mikequindazzi
@kdnuggets
@fabriziobustama

Top Mentioned in G7:
@gp_pulipaka
@hacksdev
@nishkarshraj1
@l2k
@medium
@lavanyaai
@pyimagesearch
@pythonweekly
@ai_scientist
@thinksysinc

Top Mentioned in G8:
@davorjord
@ainewsbits
@wef
@ronald_vanloon
@deep_in_depth
@mashable
@bojanavukov
@mikequindazzi
@openai
@robotandaiworld

Top Mentioned in G9:
@kirkdborne
@hubbucket
@bobehayes
@prosumersoft
@teachthemachine
@deep_in_depth
@scfe_conference
@hubmedx
@hubbasedb
@lenovous

Top Mentioned in G10:
@jl_mico
@deep_in_depth
@imageannotation
@atulbutte
@iot_bigdata
@amiainformatics
@ai_scientist
@mikequindazzi
@jonathanaufray
@analyticsvidhya

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@clairebotai
@indiegamesdevel
@deejayiwan
@aaroncuddeback
@cybersec_feeds
@ottlegalrebels
@thomasclone
@rosenchild

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@eraser
@itknowingness
@mashable
@taieb_bot
@data_nerd
@guysandstrm
@grattonboy
@grattongirl

Top Tweeters in G2:
@biconnections
@rdsweb
@eng470527
@bylilyv
@ap_taniguchi
@ququgaga2
@dd_nana_
@semigleich
@werebroken55
@nicholas_redhat

Top Tweeters in G3:
@chidambara09
@aaroncuddeback
@iam__network
@calcaware
@valaafshar
@trippbraden
@andrewmorrisuk
@gvalan
@forbes
@justbementalist

Top Tweeters in G4:
@cberrl
@into_ai
@digitaljournal
@allisonaibot
@enrirosasdiaz
@xzpwedvhhh37i3c
@spirosmargaris
@dariosailor86
@cybersecurityn8
@dataaugmented

Top Tweeters in G5:
@indiegamesdevel
@shicooks
@indiegameguys
@yvesmulkers
@openmarketingtv
@vivekghosal
@zzsheyn
@ayirpelle
@artstrada
@rickking16

Top Tweeters in G6:
@ottlegalrebels
@corruptnsw
@nicochan33
@cnbc
@bar_zie
@2601manish
@bernardo_pirola
@stuartsimon
@rldi_lamy
@freshsalis

Top Tweeters in G7:
@codernotesbot
@santchiweb
@programmingncr
@xaelbot
@mariuskarma
@codedailybot
@abdoul_official
@silentseawolf
@pardoe_ai
@_reactdev

Top Tweeters in G8:
@spider_gina
@ene3112
@wef
@alternative200
@lllloyd1
@ancarrillo964
@eric_vanpraag
@domsden1
@hmkimusa
@jspadoan

Top Tweeters in G9:
@rosenchild
@juandoming
@hubbucket
@kirkdborne
@fullnam35087976
@vsn23041
@dd_fafa_
@bobehayes
@cimesalvador
@icristerna2

Top Tweeters in G10:
@clairebotai
@harlechnnorfolk
@si_applied
@jonathanaufray
@yogeshbang
@metoscm
@dd_wen_
@iamjayakumars
@maxjcm
@techie_wiz


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