deeplearning, Twitter, 10/2/2019 2:34:43 AM, 211589


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deeplearning_2019-10-01_18-50-37.xlsx
deeplearning_2019-10-01_18-50-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 02, 2019
Short Description:
deeplearning via NodeXL http://bit.ly/2oo1Z70
@spirosmargaris
@kirkdborne
@ronald_vanloon
@thecuriousluke
@mikequindazzi
@wef
@ipfconline1
@pyimagesearch
@chidambara09
@gamergeeknews

Top hashtags:
#deeplearning
#ai
#machinelearning
#artificialintelligence

Description:
Description
The graph represents a network of 2,995 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, 02 October 2019 at 01:51 UTC.

The requested start date was Wednesday, 02 October 2019 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, 9-hour, 5-minute period from Monday, 30 September 2019 at 09:41 UTC to Tuesday, 01 October 2019 at 18:46 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 : 2995
Unique Edges : 5376
Edges With Duplicates : 2949
Total Edges : 8325
Number of Edge Types : 3
Tweet : 1537
Mentions : 6767
Replies to : 21
Self-Loops : 1537
Reciprocated Vertex Pair Ratio : 0.0189642596644785
Reciprocated Edge Ratio : 0.0372226198997853
Connected Components : 373
Single-Vertex Connected Components : 200
Maximum Vertices in a Connected Component : 2195
Maximum Edges in a Connected Component : 7345
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.928983
Graph Density : 0.000623171774823994
Modularity : 0.483892
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[111] https://twinybots.ch/
[66] https://www.amazon.com/Best-Sellers-Books-Artificial-Intelligence/zgbs/books/491300?&_encoding=UTF8&tag=kirkdborne-20&linkCode=ur2&linkId=f7ce2eb796a301a6628bcd96840b4958&camp=1789&creative=9325
[60] https://www.forbes.com/sites/bernardmarr/2019/09/30/the-7-biggest-technology-trends-in-2020-everyone-must-get-ready-for-now/#5596037b2261
[36] http://roboticsandautomationnews.com/2019/09/24/boston-dynamics-humanoid-robot-shows-off-its-gymnastic-skills/25905/?utm_source=Robotics+and+Automation+News&utm_campaign=42e67be05b-R%26A+30+September+2019&utm_medium=email&utm_term=0_da1848e85b-42e67be05b-510159197&goal=0_da1848e85b-42e67be05b-510159197&mc_cid=42e67be05b&mc_eid=85a2375901
[30] https://dy.si/bv6mP
[28] https://twitter.com/KirkDBorne/status/1178464217000824832
[25] https://www.verdict.co.uk/artificial-intelligence-jobs/
[25] https://www.telegraph.co.uk/news/2019/09/27/ai-facial-recognition-used-first-time-job-interviews-uk-find/
[24] https://twitter.com/KirkDBorne/status/1178503475774312448
[22] https://fiverr.com/makeunique1/

Top URLs in Tweet in G1:
[48] https://www.forbes.com/sites/bernardmarr/2019/09/30/the-7-biggest-technology-trends-in-2020-everyone-must-get-ready-for-now/#5596037b2261
[26] http://roboticsandautomationnews.com/2019/09/24/boston-dynamics-humanoid-robot-shows-off-its-gymnastic-skills/25905/?utm_source=Robotics+and+Automation+News&utm_campaign=42e67be05b-R%26A+30+September+2019&utm_medium=email&utm_term=0_da1848e85b-42e67be05b-510159197&goal=0_da1848e85b-42e67be05b-510159197&mc_cid=42e67be05b&mc_eid=85a2375901
[18] https://venturebeat.com/2019/04/17/ai-predicts-depression-severity-from-sight-and-sound/
[16] https://www.unite.ai/cybersecurity-experts-defend-from-ai-cyberattacks/
[15] https://www.indiatoday.in/education-today/gk-current-affairs/story/is-artificial-intelligence-danger-to-humanity-divd-1604766-2019-09-30
[14] https://www.reddit.com/r/MachineLearning/comments/akyj8y/p_neural_network_for_car_recognition/
[14] https://opendatascience.com/opening-the-black-box-interpretability-in-deep-learning/
[14] https://www.techopedia.com/job-role-machine-learning-engineer/2/33990
[13] https://www.forbes.com/sites/joemckendrick/2018/01/25/artificial-intelligence-isnt-killing-jobs-its-killing-business-models/#589bc7da5ea0
[13] https://www.educba.com/artificial-intelligence-technology/

Top URLs in Tweet in G2:
[94] https://twinybots.ch/
[22] https://twitter.com/KirkDBorne/status/1178464217000824832
[22] https://fiverr.com/makeunique1/
[19] https://www.amazon.com/Best-Sellers-Books-Artificial-Intelligence/zgbs/books/491300?&_encoding=UTF8&tag=kirkdborne-20&linkCode=ur2&linkId=f7ce2eb796a301a6628bcd96840b4958&camp=1789&creative=9325
[17] https://www.itpro.co.uk/big-data-analytics/34520/what-is-sap-hana
[17] https://www.verdict.co.uk/artificial-intelligence-jobs/
[15] https://twitter.com/KirkDBorne/status/1178503475774312448
[13] https://www.telegraph.co.uk/news/2019/09/27/ai-facial-recognition-used-first-time-job-interviews-uk-find/
[12] https://medium.com/tensorflow/tensorflow-2-0-is-now-available-57d706c2a9ab
[11] https://morioh.com/p/2d3af167403e

Top URLs in Tweet in G3:
[11] http://www.visualcapitalist.com/how-self-drivi
[5] https://www.linkedin.com/pulse/8-ai-predictions-2018-mike-quindazzi
[3] https://www.tractica.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/
[3] http://roboticsandautomationnews.com/2019/09/24/boston-dynamics-humanoid-robot-shows-off-its-gymnastic-skills/25905/?utm_source=Robotics+and+Automation+News&utm_campaign=42e67be05b-R%26A+30+September+2019&utm_medium=email&utm_term=0_da1848e85b-42e67be05b-510159197&goal=0_da1848e85b-42e67be05b-510159197&mc_cid=42e67be05b&mc_eid=85a2375901
[3] https://www.emarketer.com/content/consumers-don-t-mind-giving-away-some-personal-data-if-the-price-is-right?ECID=SOC1001
[3] https://twinybots.ch/
[2] https://www.pwc.com/us/en/services/consulting/library/unlocking-automation-value.html?WT.mc_id=CT10-PL102-DM2-TR1-LS4-ND30-TTAT2-CN_xLoSAutomation-mquisocial&eq=mqui_int
[2] https://www.statista.com/chart/13463/autonomous-cars_-how-would-you-spend-your-time/
[2] https://www.eecs189.org/static/resources/comprehensive-guide.pdf
[2] https://medium.com/fast-company/how-human-curation-came-back-to-clean-up-ais-messes-97a52cd96728?source=rss-------8-----------------artificial_intelligence

Top URLs in Tweet in G4:
[16] https://m.vk.com/id15800296
[7] https://twinybots.ch/
[4] https://digitrax.ai/
[4] https://www.digitraxentertainment.com/?utm_source=Twitter&utm_medium=VidPost&utm_campaign=BrandAware&utm_term=ArtInt
[3] https://ai-developments.blogspot.com/2019/09/techrepublic-ai-and-it-help-desks.html
[2] http://eugo.arrow.com/LP=2019
[2] https://www.coursera.org/specializations/deep-learning?ranMID=40328&ranEAID=4f0sWo5NLok&ranSiteID=4f0sWo5NLok-J97rVUV0_SctOedEBQSFzg&siteID=4f0sWo5NLok-J97rVUV0_SctOedEBQSFzg&utm_content=10&utm_medium=partners&utm_source=linkshare&utm_campaign=4f0sWo5NLok
[2] https://www.ringcentral.co.uk/blog/artificial-intelligence-vs-machine-learning-vs-deep-learning/
[2] https://into.ai/blog/news-stories/artificial-intelligence-to-dominate-in-future/
[2] https://www.itpro.co.uk/big-data-analytics/34520/what-is-sap-hana

Top URLs in Tweet in G5:
[10] https://www.datasciencecentral.com/profiles/blogs/6448529:BlogPost:707763
[7] https://www.edureka.co/blog/25-best-free-datasets-machine-learning/
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flandig%2Farticle%2FPIIS2589-7500%2819%2930123-2%2Ffulltext&rc=0
[2] https://www.forbes.com/sites/bernardmarr/2018/07/10/the-economics-of-artificial-intelligence-how-cheaper-predictions-will-change-the-world/#2e871fb85a0d
[2] https://thefinancialbrand.com/71350/ai-machine-learning-analytics-marketing-banking-trends/
[2] http://usblogs.pwc.com/emerging-technology/wp-content/uploads/2017/12/Top-10-AI-trends-for-2018_PwC.pdf
[2] http://www.onalytica.com/blog/posts/digital-transformation-2018-top-100-influencers-brands-publications/
[2] https://t.co/u2NnmpSGQX
[2] https://morioh.com/p/504fe969f39f/a-deep-dive-into-nlp-with-pytorch
[2] https://itnext.io/face-api-js-javascript-api-for-face-recognition-in-the-browser-with-tensorflow-js-bcc2a6c4cf07

Top URLs in Tweet in G6:
[41] https://www.amazon.com/Best-Sellers-Books-Artificial-Intelligence/zgbs/books/491300?&_encoding=UTF8&tag=kirkdborne-20&linkCode=ur2&linkId=f7ce2eb796a301a6628bcd96840b4958&camp=1789&creative=9325
[26] https://dy.si/bv6mP
[11] https://www.eecs189.org/static/resources/comprehensive-guide.pdf
[7] https://twitter.com/KirkDBorne/status/1178503475774312448
[6] https://twitter.com/KirkDBorne/status/1178464217000824832
[3] https://academy.learnstartup.net/p/rJOEbro5M/mobilemachinelearning/?utm_source=1
[2] https://twimlcon.com/
[2] https://www.universe.com/embed2/events/5c94d1fa4e003c002907196f?state={"currentDiscountCode":{"code":"KIRKBORNE"}}
[2] https://dy.si/sU7ji
[2] https://engage.bah.com/Article/Redirect/2f1048b4-6b08-45b6-bd4a-8fa2b909e4ce?uc=30185&g=f4174f81-941d-44a0-a3c9-f06a7f6fdb20&f=74438

Top URLs in Tweet in G7:
[4] https://pythonweekly.us2.list-manage.com/track/click?u=e2e180baf855ac797ef407fc7&id=22337fcf6c&e=e92e64bd77
[2] https://blog.soshace.com/en/python/a-roundup-review-of-the-best-deep-learning-books/
[2] https://mailchi.mp/pythonweekly/python-weekly-issue-416
[2] https://www.youtube.com/playlist?list=PLQVvvaa0QuDdeMyHEYc0gxFpYwHY2Qfdh

[2] https://medium.com/towards-artificial-intelligence/how-to-use-active-learning-to-iteratively-improve-your-machine-learning-models-1c6164bdab99
[1] https://twitter.com/fchollet/status/1178733158134468608
[1] https://www.pyimagesearch.com/2019/09/23/keras-starting-stopping-and-resuming-training/
[1] https://www.pyimagesearch.com/2019/09/30/rectified-adam-radam-optimizer-with-keras/
[1] https://instagram.com/oldirelandincolour
[1] https://facebook.com/oldirelandincolour

Top URLs in Tweet in G8:
[5] https://www.actuia.com/actualite/tensorflow-2-0-est-desormais-disponible/
[5] https://deepai.org/publication/end-to-end-deep-convolutional-active-contours-for-image-segmentation
[5] https://morioh.com/p/64064daff26c
[4] https://morioh.com/p/0cf494791ae2
[3] https://www.actuia.com/contribution/herve-lambert/intelligence-artificielle-les-tendances/
[3] https://medium.com/@eraser/neuralink-paper-review-f6fc813b870c?source=friends_link&sk=4ca85f6194264bc28a5d737abf4d0120
[3] https://bigdatacourse.tumblr.com/post/188062104397/deep-learning-models-with-tensorflow-20
[2] http://e-learning-teleformacion.blogspot.com/2018/08/artificial-intelligence-by-numbers.html
[2] https://twitter.com/tbroadley/status/1178725927100063744
[2] https://deepai.org/publication/invisible-marker-automatic-annotation-for-object-manipulation

Top URLs in Tweet in G9:
[9] https://arxiv.org/abs/1909.03611
[8] https://nanonets.com/blog/crowd-counting-review/?utm_source=twitterp&utm_medium=social&utm_campaign=drcrco&utm_content=crowd
[2] https://modelzoo.co/model/mxnet-recommendergluon
[1] https://www.nature.com/articles/d41586-019-02942-5
[1] https://www.besttechie.com/playing-safe-with-identity-fraud-a-reason-to-trust-ai-to-combat-it/
[1] https://scroll.in/article/937977/authoritarian-rulers-are-using-algorithmic-politics-tighten-their-grip-and-india-proves-the-case
[1] via
[1] https://www.information-age.com/automate-data-quality-machine-learning-123485510/
[1] https://www.cio.com/article/3442276/ai-winter-is-coming-why-does-huawei-shift-to-deep-learning-now.html
[1] https://www.forbes.com/sites/cognitiveworld/2019/09/30/ai-augmentation-the-real-future-of-artificial-intelligence/

Top URLs in Tweet in G10:
[2] https://www.nap.edu/read/21879/chapter/7
[2] https://www.youtube.com/watch?v=M1lNNFwxUVI

[2] https://techcrunch.com/2018/08/20/keeping-artificial-intelligence-accountable-to-humans/
[2] https://www.youtube.com/watch?v=O4ndIDcDSGc

[2] http://www.biodecoded.com/2019/09/25/daily-digest-september-25-2019/
[2] http://www.biodecoded.com/2019/09/27/daily-digest-september-27-2019/
[1] https://t.co/u2NnmpSGQX
[1] https://ai.googleblog.com/2019/08/project-euphonias-personalized-speech.html
[1] https://interestingengineering.com/human-machine-collaboration-work-in-the-age-of-artificial-intelligence
[1] https://www.technative.io/how-to-help-save-lives-using-ai/

Top Domains
Top Domains in Tweet in Entire Graph:
[219] forbes.com
[150] twitter.com
[121] morioh.com
[117] into.ai
[111] twinybots.ch
[102] co.uk
[86] medium.com
[72] learnstartup.net
[69] amazon.com
[62] youtube.com

Top Domains in Tweet in G1:
[112] forbes.com
[40] venturebeat.com
[26] roboticsandautomationnews.com
[22] kdnuggets.com
[19] co.uk
[16] unite.ai
[16] medium.com
[15] indiatoday.in
[15] threatshub.org
[14] reddit.com

Top Domains in Tweet in G2:
[113] into.ai
[94] twinybots.ch
[72] morioh.com
[70] forbes.com
[68] co.uk
[68] twitter.com
[55] learnstartup.net
[37] medium.com
[35] towardsdatascience.com
[35] youtube.com

Top Domains in Tweet in G3:
[12] visualcapitalist.com
[12] forbes.com
[10] engadget.com
[9] techradar.com
[8] linkedin.com
[7] statista.com
[7] cnet.com
[5] emarketer.com
[4] theverge.com
[3] pwc.com

Top Domains in Tweet in G4:
[22] reddit.com
[16] vk.com
[16] wordpress.com
[15] morioh.com
[13] linkedin.com
[11] twitter.com
[10] geekwall.in
[7] twinybots.ch
[7] ne.jp
[6] medium.com

Top Domains in Tweet in G5:
[15] twitter.com
[12] datasciencecentral.com
[10] morioh.com
[9] forbes.com
[8] edureka.co
[8] t.co
[4] medium.com
[4] geekwall.in
[3] kdnuggets.com
[3] pwc.com

Top Domains in Tweet in G6:
[43] amazon.com
[38] dy.si
[15] twitter.com
[11] eecs189.org
[11] learnstartup.net
[4] medium.com
[3] datasciencecentral.com
[3] bah.com
[3] arxiv.org
[2] twimlcon.com

Top Domains in Tweet in G7:
[4] list-manage.com
[2] pyimagesearch.com
[2] soshace.com
[2] mailchi.mp
[2] youtube.com
[2] medium.com
[1] twitter.com
[1] instagram.com
[1] facebook.com
[1] dailynow.co

Top Domains in Tweet in G8:
[10] deepai.org
[9] morioh.com
[8] actuia.com
[4] medium.com
[4] blogspot.com
[4] twitter.com
[3] tumblr.com
[2] datasmarts.net
[2] github.com
[2] com.br

Top Domains in Tweet in G9:
[9] arxiv.org
[8] nanonets.com
[3] modelzoo.co
[1] nature.com
[1] besttechie.com
[1] scroll.in
[1] information-age.com
[1] cio.com
[1] forbes.com
[1] dqindia.com

Top Domains in Tweet in G10:
[4] youtube.com
[4] biodecoded.com
[2] nap.edu
[2] techcrunch.com
[2] information-age.com
[2] forbes.com
[2] deepai.org
[1] t.co
[1] googleblog.com
[1] interestingengineering.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3197] deeplearning
[2717] ai
[2125] machinelearning
[1299] artificialintelligence
[1101] datascience
[846] bigdata
[631] iot
[435] fintech
[406] ml
[270] nlp



Top Hashtags in Tweet in G1:
[579] ai
[430] deeplearning
[411] machinelearning
[304] artificialintelligence
[268] fintech
[145] datascience
[101] bigdata
[82] iot
[67] robotics
[62] ml

Top Hashtags in Tweet in G2:
[1248] deeplearning
[981] ai
[801] machinelearning
[567] datascience
[459] artificialintelligence
[452] bigdata
[302] iot
[147] ml
[143] nlp
[127] robots

Top Hashtags in Tweet in G3:
[351] ai
[222] machinelearning
[217] deeplearning
[187] artificialintelligence
[140] iot
[105] iiot
[101] retail
[94] bigdata
[70] pwc
[69] datascience

Top Hashtags in Tweet in G4:
[273] deeplearning
[133] ai
[92] machinelearning
[46] artificialintelligence
[30] ml
[26] datascience
[19] bigdata
[16] cloudsecurity
[16] crowdfunding
[16] photography

Top Hashtags in Tweet in G5:
[196] ai
[122] artificialintelligence
[110] deeplearning
[100] machinelearning
[75] ml
[49] dl
[45] iot
[41] bigdata
[40] datascience
[29] internetofthings

Top Hashtags in Tweet in G6:
[197] machinelearning
[184] deeplearning
[159] datascience
[97] ai
[81] bigdata
[28] datascientists
[16] algorithms
[14] neuralnetworks
[13] aibest
[12] reinforcementlearning

Top Hashtags in Tweet in G7:
[86] deeplearning
[58] keras
[21] python
[20] machinelearning
[12] datascience
[11] computervision
[9] ai
[5] artificialintelligence
[4] ml
[4] automl

Top Hashtags in Tweet in G8:
[94] deeplearning
[60] ia
[28] machinelearning
[28] ai
[26] tensorflow
[19] python
[15] iot
[13] ml
[10] artificialintelligence
[10] bigdata

Top Hashtags in Tweet in G9:
[18] deeplearning
[16] machinelearning
[15] ai
[11] artificialintelligence
[10] algorithm
[10] ml
[10] data
[9] dl
[8] cctv
[8] drone

Top Hashtags in Tweet in G10:
[43] deeplearning
[37] machinelearning
[22] ai
[21] algorithms
[18] models
[16] data
[12] medtech
[12] race
[12] gender
[12] bias

Top Words
Top Words in Tweet in Entire Graph:
[2689] Words in Sentiment List#1: Positive
[1173] Words in Sentiment List#2: Negative
[16] Words in Sentiment List#3: Angry/Violent
[94555] Non-categorized Words
[98417] Total Words
[3196] #deeplearning
[2715] #ai
[2125] #machinelearning
[1299] #artificialintelligence
[1101] #datascience

Top Words in Tweet in G1:
[579] #ai
[430] #deeplearning
[411] #machinelearning
[304] #artificialintelligence
[268] #fintech
[217] spirosmargaris
[181] gt
[145] #datascience
[109] ai
[107] ipfconline1

Top Words in Tweet in G2:
[1248] #deeplearning
[981] #ai
[801] #machinelearning
[567] #datascience
[459] #artificialintelligence
[452] #bigdata
[375] learning
[302] #iot
[291] intelligence
[286] artificial

Top Words in Tweet in G3:
[447] gt
[351] #ai
[222] #machinelearning
[217] #deeplearning
[205] mikequindazzi
[187] #artificialintelligence
[147] wef
[140] #iot
[105] #iiot
[104] using

Top Words in Tweet in G4:
[272] #deeplearning
[132] #ai
[92] #machinelearning
[73] learning
[46] #artificialintelligence
[37] deep
[32] ai
[31] gt
[30] #ml
[26] #datascience

Top Words in Tweet in G5:
[196] #ai
[174] ronald_vanloon
[122] #artificialintelligence
[110] #deeplearning
[100] #machinelearning
[75] #ml
[62] more
[60] learn
[56] read
[49] #dl

Top Words in Tweet in G6:
[204] kirkdborne
[197] #machinelearning
[184] #deeplearning
[159] #datascience
[112] cheat
[105] page
[104] learning
[104] pdf
[101] sheet
[97] #ai

Top Words in Tweet in G7:
[86] #deeplearning
[66] pyimagesearch
[60] tutorial
[59] learn
[59] use
[58] new
[58] #keras
[57] 1
[56] higher
[55] rectified

Top Words in Tweet in G8:
[96] #deeplearning
[37] les
[33] à
[31] grâce
[31] l'#ia
[31] utilisant
[31] il
[31] sera
[31] possible
[31] d'anticiper

Top Words in Tweet in G9:
[18] #deeplearning
[16] #machinelearning
[15] #ai
[11] #artificialintelligence
[10] #algorithm
[10] #ml
[10] #data
[9] #dl
[9] alexjc
[9] acceleration

Top Words in Tweet in G10:
[44] hubbucket
[43] #deeplearning
[37] #machinelearning
[22] #ai
[21] #algorithms
[18] #models
[17] https
[17] t
[17] co
[16] #data

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[717] #machinelearning,#deeplearning
[533] gt,gt
[467] artificial,intelligence
[460] #ai,#deeplearning
[389] #ai,#machinelearning
[338] #artificialintelligence,#machinelearning
[324] deep,learning
[290] read,more
[282] machine,learning
[247] #datascience,#machinelearning

Top Word Pairs in Tweet in G1:
[151] #machinelearning,#deeplearning
[133] #ai,#machinelearning
[117] gt,gt
[63] #artificialintelligence,#machinelearning
[61] artificial,intelligence
[56] #deeplearning,#machinelearning
[54] #fintech,#insurtech
[54] technology,trends
[54] trends,2020
[53] #fintech,#ai

Top Word Pairs in Tweet in G2:
[284] artificial,intelligence
[209] #machinelearning,#deeplearning
[203] read,more
[202] #ai,#deeplearning
[184] more,here
[180] deep,learning
[173] #datascience,#machinelearning
[151] machine,learning
[149] #deeplearning,#ai
[143] #ai,#machinelearning

Top Word Pairs in Tweet in G3:
[294] gt,gt
[125] wef,#artificialintelligence
[105] #deeplearning,#iot
[103] #artificialintelligence,#machinelearning
[103] #machinelearning,#iiot
[102] german,retailer
[102] retailer,using
[102] using,#ai
[102] #ai,manage
[102] manage,stock

Top Word Pairs in Tweet in G4:
[44] #ai,#deeplearning
[38] #machinelearning,#deeplearning
[36] deep,learning
[25] machine,learning
[18] gt,gt
[16] #deeplearning,#cloudsecurity
[16] #cloudsecurity,#crowdfunding
[16] #crowdfunding,#photography
[16] #photography,#pets
[16] #pets,#friends

Top Word Pairs in Tweet in G5:
[53] #artificialintelligence,#ai
[45] nowthisnews,#artificialintelligence
[41] read,more
[40] human,brain
[38] #deeplearning,#dl
[33] chip,designed
[33] designed,learn
[33] learn,human
[33] brain,nowthisnews
[33] #ai,#deeplearning

Top Word Pairs in Tweet in G6:
[127] #machinelearning,#deeplearning
[102] page,pdf
[101] cheat,sheet
[91] 10,page
[91] pdf,#datascience
[91] #datascience,cheat
[91] sheet,covers
[91] covers,concepts
[91] concepts,statistical
[89] kirkdborne,10

Top Word Pairs in Tweet in G7:
[57] new,tutorial
[57] tutorial,learn
[57] learn,use
[57] #keras,#deeplearning
[57] #deeplearning,1
[55] use,rectified
[55] rectified,adam
[55] adam,optimizer
[55] optimizer,#keras
[55] 1,obtain

Top Word Pairs in Tweet in G8:
[31] grâce,à
[31] à,l'#ia
[31] l'#ia,utilisant
[31] utilisant,#deeplearning
[31] #deeplearning,il
[31] il,sera
[31] sera,possible
[31] possible,d'anticiper
[31] d'anticiper,les
[31] les,graves

Top Word Pairs in Tweet in G9:
[10] #algorithm,#ml
[9] #artificialintelligence,#algorithm
[9] acceleration,framework
[9] framework,high
[9] high,resolution
[9] resolution,image
[9] image,synthesis
[9] synthesis,https
[9] https,t
[9] t,co

Top Word Pairs in Tweet in G10:
[25] #machinelearning,#deeplearning
[18] #ai,#machinelearning
[17] https,t
[17] t,co
[12] #race,#gender
[12] #gender,#bias
[11] #artificialintelligence,#ai
[11] #algorithms,#models
[9] #data,collection
[8] #algorithm,intuition

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@spirosmargaris
@ronald_vanloon
@mikequindazzi
@wef
@paula_piccard
@ipfconline1
@nowthisnews
@deep_in_depth
@pyimagesearch

Top Mentioned in G1:
@spirosmargaris
@ipfconline1
@ronald_vanloon
@deeplearn007
@2basetech
@deep_in_depth
@mikequindazzi
@jblefevre60
@bernardmar
@paula_piccard

Top Mentioned in G2:
@spirosmargaris
@kirkdborne
@iainljbrown
@thancmarfeldt
@into_ai
@ds_analytics
@deep_in_depth
@mikequindazzi
@marcusborba
@coursegift

Top Mentioned in G3:
@mikequindazzi
@wef
@paula_piccard
@ronald_vanloon
@nowthisnews
@marcusborba
@motorcycletwitt
@statistacharts
@anupambhide
@nomiiguruchiku

Top Mentioned in G4:
@big_data_news
@cybertorwild
@sophiawebtnapo

Top Mentioned in G5:
@ronald_vanloon
@nowthisnews
@wef
@mikequindazzi
@futurism
@welcomeai
@spirosmargaris
@datasciencectrl
@kdnuggets
@chboursin

Top Mentioned in G6:
@kirkdborne
@jason_mayes
@swisscognitive
@developingg
@cambconsultants
@ronald_vanloon
@burkov
@wef
@nvidiaai
@datamadesimple

Top Mentioned in G7:
@pyimagesearch
@pythonweekly
@johnbreslin
@vistamilk
@insight_centre
@dsiatnuig
@hisoshace
@kirkdborne
@irelandincolour
@nuig

Top Mentioned in G8:
@instit_sapiens
@actuiafr
@deep_in_depth
@deep__ai
@numenta
@eraser
@hitachinext
@ananalatour
@kynapsedigital
@fchollet

Top Mentioned in G9:
@alexjc
@pbaylies
@roadrunning01
@nanonets_
@andresvilarino
@iainljbrown
@ajitjaokar
@altolabs
@soumithchintala
@hugo_larochelle

Top Mentioned in G10:
@hubbucket
@hubbucketarrow
@hubbasedb
@hubmedx
@hubbiotech
@rosenchild
@sdsc_ucsd
@spelldotrun
@hubgenomics
@biodecoded

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@nosqldigest
@gamergeeknews
@deejayiwan
@evankirstel
@chidambara09
@indiatoday
@ndtv
@itknowingness

Top Tweeters in G1:
@arkangelscrap
@deejayiwan
@evankirstel
@indiatoday
@guardian
@pvalsfr
@thesun
@lelkan
@richsimmondsza
@biconnections

Top Tweeters in G2:
@sectest9
@nosqldigest
@gamergeeknews
@chidambara09
@aaroncuddeback
@kotaknaren
@codernotesbot
@santchiweb
@calcaware
@tess_blue815

Top Tweeters in G3:
@fintechna
@grattonboy
@parvez1
@kuriharan
@2601manish
@openmarketingtv
@btptechsearch
@metropulseusa
@ladylisadcantu1
@ene3112

Top Tweeters in G4:
@iam__network
@eng470527
@jamesvgingerich
@ikazuchis_diary
@ap_taniguchi
@ququgaga2
@semigleich
@kylesgibson
@sureshone
@tomordonez

Top Tweeters in G5:
@swissbusiness
@marshacollier
@glaciarblue
@jose_garde
@theeconomist
@delunavintage
@enrirosasdiaz
@clubsignage
@icrowdfundbuzz
@thisisinsider

Top Tweeters in G6:
@7wdata
@techjunkiejh
@peero007
@analyticbridge
@kirkdborne
@ritmonegro
@_opac
@dolhani
@charlezenston
@07swordking

Top Tweeters in G7:
@itknowingness
@mariuskarma
@ronportnoir
@adam_it_
@rocobasilisk
@angrymatilda
@turtleclub420
@cool_python
@johnbreslin
@pythonista11

Top Tweeters in G8:
@eraser
@alain_co
@lesguer_lionel
@computehole
@leprisephilppe
@ironmaximilien
@edrc30
@pyrisdeekhlan
@internetsurfing
@grupotreinar

Top Tweeters in G9:
@data_nerd
@scroll_in
@drdatascientist
@cybersecboardrm
@dimitrihommel
@derincag
@sudigitallawyer
@afigueiredo
@ajitjaokar
@sebprovencher

Top Tweeters in G10:
@rosenchild
@nembotavy_0101
@hubbucket
@natlawreview
@techcrunch
@lucasoft_co_uk
@ethicsretweet
@technative
@modrnhealthcr
@nhsengland


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