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deeplearning_2020-03-17_17-59-24.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 18, 2020
Short Description:
deeplearning via NodeXL http://bit.ly/2UikLZN
@hubofml
@pyimagesearch
@spirosmargaris
@ipfconline1
@ronald_vanloon
@clairebotai
@mikequindazzi
@blkhwk0ps
@chidambara09
@kirkdborne

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

Description:
Description
The graph represents a network of 2,244 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, 18 March 2020 at 01:00 UTC.

The requested start date was Wednesday, 18 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, 6-hour, 18-minute period from Monday, 16 March 2020 at 17:42 UTC to Wednesday, 18 March 2020 at 00:00 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 : 2244
Unique Edges : 4105
Edges With Duplicates : 2989
Total Edges : 7094
Number of Edge Types : 4
MentionsInRetweet : 4549
Tweet : 1721
Mentions : 796
Replies to : 28
Self-Loops : 1721
Reciprocated Vertex Pair Ratio : 0.00898712654845761
Reciprocated Edge Ratio : 0.0178141550312951
Connected Components : 373
Single-Vertex Connected Components : 254
Maximum Vertices in a Connected Component : 1668
Maximum Edges in a Connected Component : 6348
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.818185
Graph Density : 0.000825304790582386
Modularity : 0.432981
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 2,244 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, 18 March 2020 at 01:00 UTC.

The requested start date was Wednesday, 18 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, 6-hour, 18-minute period from Monday, 16 March 2020 at 17:42 UTC to Wednesday, 18 March 2020 at 00:00 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:
[117] https://twinybots.ch/
[52] https://tractica.omdia.com/newsroom/press-releases/the-artificial-intelligence-market-ecosystem-is-expanding-and-diversifying-rapidly-with-more-than-1000-companies-actively-driving-innovation-in-the-market/
[46] https://www.manning.com/?a_aid=r51&chan=tw
[29] https://thefinancialbrand.com/podcasts/how-ai-can-revolutionize-banking-transformed-dan-fraggella-emerj-podcast/?smedia-twt-jm
[27] https://www.analyticsinsight.net/top-10-data-mining-tools-to-dominate-2020/
[25] https://federalnewsnetwork.com/tom-temin-commentary/2020/03/artificial-intelligence-is-coming-to-rulemaking/
[24] https://research.fb.com/publications/hyperbolic-graph-neural-networks/
[22] http://www.globalbigdataconference.com/news/145062/worlds-looks-to-transform-humanity-with-spatial-ai-technology.html
[22] https://www.techrepublic.com/article/how-to-become-a-machine-learning-engineer-a-cheat-sheet/
[21] https://www.itproportal.com/features/ai-predictions-2020-artificial-intelligence-grows-up/

Top URLs in Tweet in G1:
[47] https://tractica.omdia.com/newsroom/press-releases/the-artificial-intelligence-market-ecosystem-is-expanding-and-diversifying-rapidly-with-more-than-1000-companies-actively-driving-innovation-in-the-market/
[28] https://thefinancialbrand.com/podcasts/how-ai-can-revolutionize-banking-transformed-dan-fraggella-emerj-podcast/?smedia-twt-jm
[23] https://twinybots.ch/
[12] https://www.sciencenews.org/article/ai-mimics-how-mammals-smell-superior-recognizing-scents
[12] https://singularityhub.com/2020/03/17/how-deepminds-ai-is-working-to-decode-coronavirus/
[12] https://youtu.be/n3RKsY2H-NE
[11] https://arxiv.org/abs/2003.04655#clicktoread
[10] https://venturebeat.com/2020/03/11/googles-objectron-uses-ai-to-track-3d-objects-in-2d-video/
[10] https://analyticsindiamag.com/how-to-get-a-machine-learning-job-that-you-can-do-remotely/
[8] https://www.unite.ai/what-are-rnns-and-lstms-in-deep-learning/

Top URLs in Tweet in G2:
[14] https://twinybots.ch/
[12] https://www.forbes.com/sites/cognitiveworld/2019/06/19/7-types-of-artificial-intelligence/
[9] https://filling-space.com/2019/09/27/how-will-robots-advance-the-space-economy/
[8] http://www.intelligentworld.institute/LandingPageUTM?eid=c10b467437e8ad5987bb55cde9e09296eba290a7ab32ad5f8c713a10d2d7b9aa5b20e90c9d520d73f79873d8d2592cc5c476a49561ed1b0a337cf06d49366046
[8] https://www.forbes.com/sites/forbestechcouncil/2019/06/12/artificial-intelligence-is-designed-to-learn-so-start-letting-it/
[7] https://www.exxactcorp.com/getting-started-with-deep-learning
[6] https://into.ai/blog/news-stories/deep-learning-for-mechanical-property-evaluation/
[5] https://hockey-graphs.com/2019/05/06/its-time-to-stop-talking-about-analytics/
[5] https://www.forbes.com/sites/simonchandler/2020/02/18/how-explainable-ai-is-helping-algorithms-avoid-bias/?subId3=xid:fr1584446057201fhb
[5] https://www.forbes.com/sites/cognitiveworld/2019/12/26/are-we-overly-infatuated-with-deep-learning/#

Top URLs in Tweet in G3:
[20] https://twinybots.ch/
[10] https://aijobs.com/
[8] https://www.analyticsinsight.net/top-10-data-mining-tools-to-dominate-2020/
[8] https://medium.com/analytics-vidhya/implementing-adversarial-attacks-and-defenses-in-keras-tensorflow-2-0-cab6120c5715
[8] https://analyticsindiamag.com/how-to-get-a-machine-learning-job-that-you-can-do-remotely/
[8] https://www.uscybersecurity.net/open-source-intelligence/
[8] https://www.itproportal.com/features/ai-predictions-2020-artificial-intelligence-grows-up/
[7] https://towardsdatascience.com/an-explanation-of-what-why-and-how-of-explainable-ai-xai-6d8ad3ab8d1d
[7] https://research.fb.com/publications/hyperbolic-graph-neural-networks/
[7] http://datahacker.rs/agremo/

Top URLs in Tweet in G4:
[9] https://m.vk.com/id15800296
[8] https://twinybots.ch/
[4] http://www.applied.ne.jp/pb/deep/index.html
[3] https://www.analyticsinsight.net/top-10-data-mining-tools-to-dominate-2020/
[3] https://federalnewsnetwork.com/tom-temin-commentary/2020/03/artificial-intelligence-is-coming-to-rulemaking/
[3] https://github.com/EshbanTheLearner/thepersonalmsds/blob/master/todayilearned.md
[2] https://www.forbes.com/sites/gilpress/2020/03/15/ai-stats-news-46-of-consumers-feel-better-about-ai/#2f45ce8f2a30
[2] http://news.mit.edu/2020/deep-learning-mechanical-property-metallic-0316
[2] https://www.couponed12.com/2020/02/learn-ultimate-python-3-gui-course-with.html
[2] https://morioh.com/p/6d7ae901e971

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1238162872435453954
[1] https://twitter.com/i/web/status/1239431234352267265
[1] https://twitter.com/i/web/status/1239295340228026368
[1] https://twitter.com/i/web/status/1238502592801636356
[1] https://twitter.com/i/web/status/1239748360975929344
[1] https://twitter.com/i/web/status/1239993747032739840
[1] https://twitter.com/i/web/status/1238351604950196224
[1] https://twitter.com/i/web/status/1239632390844305411
[1] https://www.theregister.co.uk/2020/03/06/deepmind_covid19_outbreak/
[1] https://www.forbes.com/sites/bernardmarr/2020/03/16/the-10-best-free-artificial-intelligence-and-machine-learning-courses-for-2020/#52e82e576f66

Top URLs in Tweet in G6:
[17] http://www.fast.ai/
[13] http://www.fiverr.com/139751397?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=YRqG9p
[12] https://github.com/NishkarshRaj/100DaysofMLCode
[11] https://www.couponed12.com/2020/02/learn-ultimate-python-3-gui-course-with.html
[8] http://www.fiverr.com/139751397?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=pdbD28
[7] http://www.fiverr.com/139751397?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=WEx9LB
[7] https://www.fiverr.com/share/EgeDvd
[5] http://www.deeplearning.ai/
[5] https://bukmedianet.blogspot.com/2019/11/data-science-for-beginners-hands-on-data-science-in-python.html
[4] http://www.fiverr.com/139751397?utm_campaign=gigs_show&utm_medium=shared&utm_source=twitter&utm_term=99ZVw0

Top URLs in Tweet in G7:
[5] https://twinybots.ch/
[4] https://www.pyimagesearch.com/2020/03/16/detecting-covid-19-in-x-ray-images-with-keras-tensorflow-and-deep-learning/
[4] https://www.diaridegirona.cat/opinio/2020/01/28/factor-huma-digital/1026005.html
[4] https://medium.com/swlh/camera-lidar-projection-navigating-between-2d-and-3d-911c78167a94
[3] https://paper.li/f-1523407043#/
[3] https://www.linkedin.com/pulse/gamificación-al-servicio-del-periodismo-la-historia-y-micó/
[3] https://www.linkedin.com/slink?code=g6cG5Jp
[3] https://www.saldonar.com/llibre/maquinetica
[3] http://www.pamsa.com/pamsa/colleccions/Magma/Labsolut-digital-Relacions-i-negocis-entre-persones-i-maquines.html
[3] http://www.editorialbarcino.cat/index.php/ciberetica-tic-canvi-valors.html

Top URLs in Tweet in G8:
[36] https://twinybots.ch/
[12] http://www.globalbigdataconference.com/news/145062/worlds-looks-to-transform-humanity-with-spatial-ai-technology.html
[12] https://federalnewsnetwork.com/tom-temin-commentary/2020/03/artificial-intelligence-is-coming-to-rulemaking/
[10] https://deepai.org/publication/frequency-bias-in-neural-networks-for-input-of-non-uniform-density
[7] https://venturebeat.com/2019/12/02/amazon-aws-reinvent-keyboard-transcribe-medical-kubernetes/
[6] https://www.wsj.com/articles/is-artificial-intelligence-good-clothing-companies-say-yes-11584386713
[6] https://deepai.org/publication/a-deep-learning-algorithm-for-high-dimensional-exploratory-item-factor-analysis
[6] https://www.analyticsinsight.net/top-10-data-mining-tools-to-dominate-2020/
[6] https://morioh.com/p/6d7ae901e971
[5] https://www.mathworks.com/videos/training-a-neural-network-from-scratch-with-matlab-1492008542195.html?s_eid=psm_dl&source=15308

Top URLs in Tweet in G9:
[11] https://www.techrepublic.com/article/how-to-become-a-machine-learning-engineer-a-cheat-sheet/
[10] https://www.forbes.com/sites/bernardmarr/2020/03/16/the-10-best-free-artificial-intelligence-and-machine-learning-courses-for-2020/amp/
[7] https://www.amazon.com/gp/product/1449373321/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1449373321&linkCode=as2&tag=kirkdborne-20&linkId=c8ecb96368fb0d30304c7750d44a785e
[7] https://morioh.com/p/e4113febe7ed?f=5c21fb01c16e2556b555ab32
[4] https://www.rollcall.com/2020/03/16/artificial-intelligence-recruited-to-find-clues-about-covid-19/
[2] https://venturebeat.com/2020/03/09/google-launches-machine-images-to-simplify-data-science-workflows/
[2] 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
[2] https://research.fb.com/publications/hyperbolic-graph-neural-networks/
[2] https://morioh.com/p/6d7ae901e971
[2] https://www.pyimagesearch.com/2020/03/16/detecting-covid-19-in-x-ray-images-with-keras-tensorflow-and-deep-learning/?fbclid=IwAR1WyzTQHHVXg-bLzBJSIzWzSuzuIHzrAHxSEr-XYUYmUYgJN-0PepR6-QE

Top URLs in Tweet in G10:
[12] https://www.wsj.com/articles/in-race-to-treat-coronavirus-ai-is-seen-as-key-11584351000
[9] https://www.forbes.com/sites/bernardmarr/2020/03/16/the-10-best-free-artificial-intelligence-and-machine-learning-courses-for-2020/#58d6884f6f66
[7] https://www.vice.com/en_us/article/wxebk5/new-earth-surveillance-tech-is-about-to-change-everything-including-us
[4] https://www.livemint.com/technology/tech-news/artificial-intelligence-myths-reality-check-11584341311709.html
[4] https://futurumresearch.com/ai-predictions-for-2020/?platform=hootsuite
[4] https://pk.mashable.com/startups/1876/pakistani-startup-gives-surveillance-tech-superpowers-with-artificial-intelligence
[3] https://venturebeat.com/2020/03/16/nvidia-researchers-use-ai-to-teach-robots-how-to-hand-objects-to-humans/
[3] https://www.synthtopia.com/content/2020/03/15/new-effect-deroom-offers-artificial-intelligence-based-reverb-removal/
[3] https://www.forbes.com/sites/forbestechcouncil/2020/03/16/the-future-of-identity-looking-ahead-to-the-2020s/#3d251d9a3ecc
[2] https://victorzhou.com/blog/intro-to-neural-networks/?utm_campaign=Content

Top Domains
Top Domains in Tweet in Entire Graph:
[1383] twitter.com
[146] forbes.com
[125] medium.com
[117] twinybots.ch
[105] into.ai
[81] towardsdatascience.com
[70] paper.li
[56] globalbigdataconference.com
[56] analyticsindiamag.com
[53] venturebeat.com

Top Domains in Tweet in G1:
[178] twitter.com
[47] omdia.com
[35] medium.com
[30] forbes.com
[29] thefinancialbrand.com
[29] analyticsindiamag.com
[23] twinybots.ch
[15] unite.ai
[15] youtu.be
[14] kdnuggets.com

Top Domains in Tweet in G2:
[124] twitter.com
[89] into.ai
[42] forbes.com
[14] twinybots.ch
[11] reddit.com
[9] filling-space.com
[8] intelligentworld.institute
[8] analyticsindiamag.com
[8] amazon.com
[8] medium.com

Top Domains in Tweet in G3:
[225] twitter.com
[38] towardsdatascience.com
[30] medium.com
[30] forbes.com
[29] datahacker.rs
[20] twinybots.ch
[19] venturebeat.com
[16] analyticsindiamag.com
[13] analyticsinsight.net
[13] uscybersecurity.net

Top Domains in Tweet in G4:
[281] twitter.com
[25] paper.li
[16] reddit.com
[10] ne.jp
[9] vk.com
[9] wordpress.com
[8] twinybots.ch
[6] medium.com
[6] linkedin.com
[4] forbes.com

Top Domains in Tweet in G5:
[27] twitter.com
[9] towardsdatascience.com
[4] medium.com
[3] datahacker.rs
[1] co.uk
[1] forbes.com
[1] ibsintelligence.com
[1] analyticsinsight.net
[1] fritz.ai
[1] venturebeat.com

Top Domains in Tweet in G6:
[45] twitter.com
[44] fiverr.com
[17] fast.ai
[12] github.com
[11] couponed12.com
[7] couponfree.uk
[5] deeplearning.ai
[5] blogspot.com
[4] artificialintelligencebits.com
[4] technologyreview.com

Top Domains in Tweet in G7:
[163] twitter.com
[14] plow.io
[11] linkedin.com
[9] medium.com
[7] paper.li
[7] towardsdatascience.com
[6] diaridegirona.cat
[6] iammarketingmedia.com
[5] twinybots.ch
[4] pyimagesearch.com

Top Domains in Tweet in G8:
[108] twitter.com
[36] twinybots.ch
[22] globalbigdataconference.com
[18] deepai.org
[17] co.uk
[14] medium.com
[12] federalnewsnetwork.com
[8] wsj.com
[8] venturebeat.com
[7] morioh.com

Top Domains in Tweet in G9:
[38] twitter.com
[14] forbes.com
[12] techrepublic.com
[11] amazon.com
[9] morioh.com
[7] towardsdatascience.com
[7] medium.com
[5] bah.com
[4] venturebeat.com
[4] computerweekly.com

Top Domains in Tweet in G10:
[27] twitter.com
[13] wsj.com
[12] forbes.com
[7] vice.com
[5] kdnuggets.com
[4] livemint.com
[4] futurumresearch.com
[4] mashable.com
[3] venturebeat.com
[3] synthtopia.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2726] deeplearning
[2062] ai
[1400] machinelearning
[845] artificialintelligence
[593] datascience
[440] bigdata
[363] neuralnetworks
[312] ml
[246] fintech
[240] tech



Top Hashtags in Tweet in G1:
[644] ai
[540] deeplearning
[359] machinelearning
[167] artificialintelligence
[140] fintech
[102] datascience
[70] bigdata
[68] quantummechanics
[57] infographic
[52] ml

Top Hashtags in Tweet in G2:
[374] deeplearning
[256] ai
[118] artificialintelligence
[118] machinelearning
[100] keras
[99] covid19
[94] bigdata
[77] datascience
[60] intoainews
[41] neuralnetworks

Top Hashtags in Tweet in G3:
[443] deeplearning
[400] ai
[292] machinelearning
[205] artificialintelligence
[122] ml
[112] neuralnetworks
[105] datascience
[85] tech
[78] robotics
[69] bigdata

Top Hashtags in Tweet in G4:
[193] deeplearning
[100] ai
[84] machinelearning
[46] artificialintelligence
[44] datascience
[30] analytics
[17] learning
[16] robotics
[16] iot
[14] ml

Top Hashtags in Tweet in G5:
[87] deeplearning
[77] tech
[72] selfdriving
[65] davidpraisekalu
[64] autonomous
[64] innovation
[62] ai
[32] artificialintelligence
[28] machinelearning
[24] ml

Top Hashtags in Tweet in G6:
[84] deeplearning
[50] machinelearning
[49] ai
[38] datascience
[37] mean
[37] indiedev
[37] webdev
[32] 100daysofcode
[30] marketing
[30] socialmedia

Top Hashtags in Tweet in G7:
[296] deeplearning
[190] machinelearning
[162] ai
[111] artificialintelligence
[74] datascience
[62] internetofthings
[51] industry40
[47] makeinglandscape
[47] nowlearning
[47] 人工知能

Top Hashtags in Tweet in G8:
[265] deeplearning
[81] ai
[70] learning
[67] neuralnetworks
[61] machinelearning
[44] artificialintelligence
[36] bigdata
[32] datascience
[17] python
[17] medtech

Top Hashtags in Tweet in G9:
[76] deeplearning
[63] machinelearning
[38] ai
[34] datascience
[26] neuralnetworks
[22] bigdata
[17] tensorflow
[12] artificialintelligence
[11] featured
[11] courses

Top Hashtags in Tweet in G10:
[71] ai
[47] machinelearning
[42] deeplearning
[27] artificialintelligence
[17] learning
[11] ml
[10] dl
[10] regression
[9] cloud
[7] datascience

Top Words
Top Words in Tweet in Entire Graph:
[2236] Words in Sentiment List#1: Positive
[829] Words in Sentiment List#2: Negative
[15] Words in Sentiment List#3: Angry/Violent
[77484] Non-categorized Words
[80549] Total Words
[2726] #deeplearning
[2057] #ai
[1400] #machinelearning
[873] learning
[845] #artificialintelligence

Top Words in Tweet in G1:
[641] #ai
[540] #deeplearning
[359] #machinelearning
[171] learning
[167] #artificialintelligence
[140] #fintech
[121] spirosmargaris
[107] video
[102] #datascience
[94] ai

Top Words in Tweet in G2:
[374] #deeplearning
[256] #ai
[206] learning
[159] deep
[148] ronald_vanloon
[118] #artificialintelligence
[118] #machinelearning
[113] ai
[113] images
[106] pyimagesearch

Top Words in Tweet in G3:
[443] #deeplearning
[399] #ai
[292] #machinelearning
[205] #artificialintelligence
[146] learning
[122] #ml
[112] #neuralnetworks
[109] ai
[105] #datascience
[95] deep_in_depth

Top Words in Tweet in G4:
[193] #deeplearning
[100] #ai
[84] #machinelearning
[65] learning
[53] ai
[46] #artificialintelligence
[44] #datascience
[42] deep
[38] artificial
[36] intelligence

Top Words in Tweet in G5:
[87] #deeplearning
[79] seeker
[77] #tech
[72] #selfdriving
[67] davidpraisekalu
[65] #davidpraisekalu
[64] #autonomous
[64] flying
[64] ambulances
[64] save

Top Words in Tweet in G6:
[84] #deeplearning
[61] design
[50] #machinelearning
[49] #ai
[42] check
[38] #datascience
[37] gig
[37] fiverr
[37] develop
[37] wordpress

Top Words in Tweet in G7:
[296] #deeplearning
[190] #machinelearning
[162] #ai
[111] #artificialintelligence
[74] #datascience
[62] #internetofthings
[51] #industry40
[47] aiで風景を作る
[47] iteration
[47] epoch

Top Words in Tweet in G8:
[265] #deeplearning
[80] #ai
[75] learning
[70] #learning
[67] #neuralnetworks
[61] #machinelearning
[59] deep
[44] #artificialintelligence
[44] ai
[39] intelligence

Top Words in Tweet in G9:
[76] #deeplearning
[63] #machinelearning
[44] kirkdborne
[38] #ai
[38] deep_in_depth
[34] #datascience
[27] learning
[27] 2020
[26] best
[26] artificial

Top Words in Tweet in G10:
[71] #ai
[47] #machinelearning
[42] #deeplearning
[41] learning
[34] nigewillson
[29] ai
[28] artificial
[28] intelligence
[27] #artificialintelligence
[26] machine

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[548] #machinelearning,#deeplearning
[444] deep,learning
[359] artificial,intelligence
[310] #ai,#machinelearning
[279] machine,learning
[219] #deeplearning,#neuralnetworks
[203] #artificialintelligence,#machinelearning
[198] #deeplearning,#learning
[150] #deeplearning,#machinelearning
[149] #datascience,#ai

Top Word Pairs in Tweet in G1:
[153] #machinelearning,#deeplearning
[121] #ai,#machinelearning
[80] deep,learning
[68] #deeplearning,#quantummechanics
[55] machine,learning
[54] dimitrihommel,#infographic
[53] 1000,companies
[53] companies,working
[53] working,#ai
[53] #ai,space

Top Word Pairs in Tweet in G2:
[147] deep,learning
[100] ray,images
[97] images,#keras
[95] today,sharing
[95] sharing,deeply
[95] deeply,personal
[95] personal,detecting
[94] tutorial,today
[94] detecting,#covid19
[94] #covid19,ray

Top Word Pairs in Tweet in G3:
[106] #machinelearning,#deeplearning
[91] #deeplearning,#neuralnetworks
[75] artificial,intelligence
[73] machine,learning
[49] #ml,#machinelearning
[49] #ai,#machinelearning
[45] deep,learning
[39] read,more
[38] #ai,#ml
[34] #ai,#artificialintelligence

Top Word Pairs in Tweet in G4:
[45] #machinelearning,#deeplearning
[36] artificial,intelligence
[33] #ai,#machinelearning
[30] deep,learning
[28] #datascience,#ai
[28] #deeplearning,#analytics
[23] machine,learning
[21] read,more
[13] #deeplearning,#learning
[12] #ai,#deeplearning

Top Word Pairs in Tweet in G5:
[64] #autonomous,flying
[64] flying,ambulances
[64] ambulances,save
[64] save,lives
[64] lives,seeker
[64] #tech,#innovation
[64] #innovation,#selfdriving
[50] seeker,#davidpraisekalu
[50] #davidpraisekalu,#tech
[49] davidpraisekalu,#autonomous

Top Word Pairs in Tweet in G6:
[37] check,gig
[37] gig,fiverr
[37] fiverr,design
[37] design,develop
[37] develop,wordpress
[37] wordpress,site
[37] site,#mean
[37] #mean,#indiedev
[37] #indiedev,#webdev
[30] #marketing,#socialmedia

Top Word Pairs in Tweet in G7:
[109] #machinelearning,#deeplearning
[77] #artificialintelligence,#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
[42] #deeplearning,#datascience

Top Word Pairs in Tweet in G8:
[60] #deeplearning,#learning
[51] deep,learning
[38] artificial,intelligence
[34] #deeplearning,#neuralnetworks
[26] #machinelearning,#deeplearning
[20] #neuralnetworks,#deeplearning
[19] #deeplearning,#datascience
[16] amazon,unveils
[16] unveils,deepcomposer
[16] deepcomposer,ai

Top Word Pairs in Tweet in G9:
[25] artificial,intelligence
[22] #deeplearning,#neuralnetworks
[14] become,#machinelearning
[14] #machinelearning,engineer
[14] engineer,amazingly
[14] amazingly,comprehensive
[14] comprehensive,resource
[14] resource,guide
[14] guide,reading
[14] reading,list

Top Word Pairs in Tweet in G10:
[28] artificial,intelligence
[25] machine,learning
[25] #ai,#artificialintelligence
[22] #artificialintelligence,#machinelearning
[17] #machinelearning,#deeplearning
[17] #deeplearning,#learning
[15] deep,learning
[13] #ai,#machinelearning
[13] 2020,#ai
[12] race,treat

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@deep_in_depth
@ronald_vanloon
@spirosmargaris
@ipfconline1
@forbes
@seeker
@pyimagesearch
@mikequindazzi
@kirkdborne
@davorjord

Top Mentioned in G1:
@spirosmargaris
@ipfconline1
@mikequindazzi
@dimitrihommel
@jblefevre60
@ravikikan
@tractica
@medium
@danfaggella
@emerj

Top Mentioned in G2:
@ronald_vanloon
@pyimagesearch
@forbes
@into_ai
@deep_in_depth
@iainljbrown
@bernardmarr
@microsoft
@kirkdborne
@kalevleetaru

Top Mentioned in G3:
@deep_in_depth
@davorjord
@spirosmargaris
@ipfconline1
@bojanavukov
@marcusborba
@ronald_vanloon
@mashable
@kirkdborne
@forbes

Top Mentioned in G4:
@pluto7_services

Top Mentioned in G5:
@seeker
@davidpraisekalu
@deep_in_depth
@bojanavukov
@ronald_vanloon
@i_m_jiya
@mashable
@nowthisnews
@irenatadic1
@davorjord

Top Mentioned in G6:
@hacksdev
@digitocrate
@deeplearner_
@jovianml
@gp_pulipaka
@machinecurve
@nishkarshraj1
@idalail98916215
@iamtrask
@theymakedesign

Top Mentioned in G7:
@deep_in_depth
@towards_ai
@ipfconline1
@ciwame_mizuo
@wissen_tech
@saracatalyst
@larj2020
@sbucloud
@ai_scientist
@realcolinmac

Top Mentioned in G8:
@rosenchild
@hubbucket
@deep_in_depth
@machinelearnflx
@nordicinst
@prosumersoft
@hubmedx
@bigdataconf
@spirosmargaris

Top Mentioned in G9:
@kirkdborne
@deep_in_depth
@bernardm
@jonkrohnlearns
@valaafshar
@marshacollier
@larrykim
@bigdataconf
@swisscognitive
@2basetech

Top Mentioned in G10:
@nigewillson
@erturklab
@fisher85m
@dataiku
@aiinhealthcare
@sanjaykatkar
@digitalked
@aitechmeme
@automeme
@bojanavukov

Top Tweeters
Top Tweeters in Entire Graph:
@barbwiresradio
@sectest9
@paoloigna1
@chidambara09
@clairebotai
@evankirstel
@aaroncuddeback
@cybersec_feeds
@edjlazar
@thomasclone

Top Tweeters in G1:
@paoloigna1
@cybersec_feeds
@businessinsider
@business
@fintechna
@calcaware
@lelkan
@nicochan33
@sharerussharing
@andrewmorrisuk

Top Tweeters in G2:
@chidambara09
@thomasclone
@into_ai
@amazingchevvolt
@trippbraden
@gezgintrk
@bar_zie
@forbes
@merckxcycling
@theiot

Top Tweeters in G3:
@sectest9
@kotaknaren
@zoraidapalacios
@mashable
@nancyrubin
@shicooks
@spider_gina
@pepeclavijoa
@cnet
@websecurityit

Top Tweeters in G4:
@thestartupper
@markmilleritpro
@deepgreendesign
@eng470527
@si_applied
@ap_taniguchi
@rautsan
@_ldeassis_
@ququgaga2
@sureshone

Top Tweeters in G5:
@eraser
@itknowingness
@nmugai
@jamesvgingerich
@digitaltrends
@mdrechsler
@nowthisnews
@myathephysicist
@preciso_com
@xorpex

Top Tweeters in G6:
@codernotesbot
@taieb_bot
@indiegameguys
@xaelbot
@abdoul_official
@codedailybot
@rstatstweet
@womencodersbot
@_100daysofcode
@grigortw

Top Tweeters in G7:
@clairebotai
@evankirstel
@aaroncuddeback
@iam__network
@santchiweb
@femtech_
@cristobalvega
@albertan48
@stem_nastics
@jl_mico

Top Tweeters in G8:
@edjlazar
@rosenchild
@machinelearnflx
@hubbucket
@parvez1
@nubiaredondo
@patosins
@abidmarzouq
@vizworld
@dobkalolo

Top Tweeters in G9:
@marshacollier
@valaafshar
@michelledh
@lovegoldenheart
@techpearce2
@wil_bielert
@bylilyv
@kirkdborne
@fullnam35087976
@bizcom

Top Tweeters in G10:
@otakudante
@clwtrbkatty
@therealbiostate
@bradasahatter
@financeandkm
@therealfs0c1ety
@nigewillson
@ousiadasein
@zorynaodonnell
@black_kassandra


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