#MachineLearning, Twitter, 5/29/2019 12:43:33 PM, 198421


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#MachineLearning Twitter NodeXL SNA Map and Report for Wednesday, 29 May 2019 at 02:14 UTC
#MachineLearning Twitter NodeXL SNA Map and Report for Wednesday, 29 May 2019 at 02:14 UTC
From:
docassar
Uploaded on:
May 29, 2019
Short Description:
#MachineLearning via NodeXL http://bit.ly/2I5UdF8
@thecuriousluke
@machinelearn_d
@kirkdborne
@machine_ml
@ronald_vanloon
@spirosmargaris
@marcusborba
@mikequindazzi
@ipfconline1
@chidambara09

Top hashtags:
#machinelearning
#ai
#datascience
#bigdata

Description:
Description
The graph represents a network of 8,584 Twitter users whose recent tweets contained "#MachineLearning", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 29 May 2019 at 03:30 UTC.

The tweets in the network were tweeted over the 1-day, 19-hour, 18-minute period from Monday, 27 May 2019 at 06:53 UTC to Wednesday, 29 May 2019 at 02:12 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 : 8584
Unique Edges : 24482
Edges With Duplicates : 16704
Total Edges : 41186
Number of Edge Types : 4
Retweet : 11972
Tweet : 4328
Mentions : 24715
Replies to : 171
Self-Loops : 4600
Reciprocated Vertex Pair Ratio : 0.0168745970952941
Reciprocated Edge Ratio : 0.0331891408114558
Connected Components : 1031
Single-Vertex Connected Components : 594
Maximum Vertices in a Connected Component : 6641
Maximum Edges in a Connected Component : 38790
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.577763
Graph Density : 0.000363969653704374
Modularity : 0.40158
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[122] http://www.datasciencecentral.com/group/tutorials/forum/topics/cheat-sheet-data-visualization-with-r
[113] https://www.datasciencecentral.com/profiles/blogs/textbook-probability-course-harvard-university
[86] https://mailchi.mp/dxworldexpo.com/friday-update-for-cloudexpo-new-york-faculty-425229?e=6b24c5d4d8
[59] https://news.gotchamobi.com/category/artificial-intelligence/3229376/it-s-a-marketing-mess-artificial-intelligence-vs-machine-learning
[53] https://www.aisoma.de/ai-slides/
[51] https://stanford.edu/~shervine/teaching/cs-229/
[49] https://www.eventbrite.com/e/cloudexpo-silicon-valley-tickets-54518974721#tickets
[46] https://www.aisoma.de/10-useful-ai-ml-slides/
[42] https://www.entrepreneur.com/article/323756
[41] https://siliconangle.com/2019/05/26/no-cloud-required-ais-future-edge/

Top URLs in Tweet in G1:
[47] https://www.aisoma.de/ai-slides/
[28] https://news.gotchamobi.com/category/artificial-intelligence/3229376/it-s-a-marketing-mess-artificial-intelligence-vs-machine-learning
[28] https://siliconangle.com/2019/05/26/no-cloud-required-ais-future-edge/
[25] https://www.datasciencecentral.com/profiles/blogs/textbook-probability-course-harvard-university
[22] https://www.techopedia.com/7-women-leaders-in-ai-machine-learning-and-robotics/2/33884
[22] https://www.aisoma.de/10-useful-ai-ml-slides/
[22] https://www.forbes.com/sites/nicolemartin1/2019/03/19/machine-learning-and-ai-are-not-the-same-heres-the-difference/?fbclid=IwAR2WDfA74vuiUTTbGehFCMIg_uyTUYSSGBz-LB-AUGlS96gbLU08w1RwYxE&utm_content=89851130&utm_medium=social&utm_source=twitter&hss_channel=tw-38306887#a38fb511b567
[20] https://www.infoworld.com/article/3396616/how-to-use-rstudio-code-snippets.html
[20] https://mailchi.mp/dxworldexpo.com/friday-update-for-cloudexpo-new-york-faculty-425229?e=6b24c5d4d8
[20] http://www.datasciencecentral.com/group/tutorials/forum/topics/cheat-sheet-data-visualization-with-r

Top URLs in Tweet in G2:
[74] https://www.datasciencecentral.com/profiles/blogs/textbook-probability-course-harvard-university
[30] https://www.marktechpost.com/2019/05/24/top-artificial-intelligence-books-to-read-in-2019/
[21] http://bufferapp.com
[18] https://www.wired.com/story/robot-writing/
[17] https://interestingengineering.com/google-brain-implants-could-make-learning-obsolete-in-20-years-says-ai-expert
[15] https://www.educba.com/predictive-analytics-vs-descriptive-analytics/
[15] http://www.datasciencecentral.com/group/tutorials/forum/topics/cheat-sheet-data-visualization-with-r
[15] https://techcrunch.com/2019/05/22/mona-lisa-frown-machine-learning-brings-old-paintings-and-photos-to-life/
[14] https://www.israel21c.org/7-amazing-robots-based-on-animals/
[14] https://deepsense.ai/?p=20066

Top URLs in Tweet in G3:
[20] http://out.faveeo.com/?url=https://www.lesechos.fr/pme-regions/auvergne-rhone-alpes/grenoble-haut-lieu-de-lintelligence-artificielle-1023701&vertical=intelligence-artificielle&lang=fr&family=fr
[16] http://big-data-fr.com/insa-rouen/ms-expert-sciences-des-donnees-en-alternance/twitter/bd
[14] http://out.faveeo.com/?url=https://www.lesechos.fr/tech-medias/intelligence-artificielle/intelligence-artificielle-la-crise-de-confiance-1018650&vertical=intelligence-artificielle&lang=fr&family=fr
[11] http://out.faveeo.com/?url=https://business.lesechos.fr/directions-numeriques/digital/transformation-digitale/0601244836155-de-la-necessite-de-former-les-dirigeants-et-les-managers-a-l-ia-329358.php&vertical=intelligence-artificielle&lang=fr&family=fr
[7] https://www.anylogic.com/blog/machine-learning-and-simulation-example-and-downloads/
[6] https://docs.google.com/forms/d/e/1FAIpQLSfeLhXWyu9U6sKDlpyHlpXkemfROgZHCNIrdwAZBpPtxUVs7w/viewform?usp=send_form
[5] https://www.techopedia.com/7-women-leaders-in-ai-machine-learning-and-robotics/2/33884
[5] https://lifelearners.ng/applications-of-artificial-intelligence-in-machine-learning/
[5] https://mailchi.mp/dxworldexpo.com/friday-update-for-cloudexpo-new-york-faculty-425229?e=6b24c5d4d8
[5] https://www.wired.com/story/robot-writing/

Top URLs in Tweet in G4:
[5] http://on.edupioneer.net/a6b950530c
[5] https://interestingengineering.com/new-oecd-artificial-intelligence-principles-governments-agree-on-international-standards-for-trustworthy-ai
[4] https://www.forbes.com/sites/louiscolumbus/2019/05/27/25-machine-learning-startups-to-watch-in-2019/
[4] https://content.attend.hpe.com/go/agendabuilder.sessions/?l=39&locale=en_US&AEID=&selectedFilters=tag_0:0,tag_316:6945
[3] https://techcrunch.com/2019/05/22/mona-lisa-frown-machine-learning-brings-old-paintings-and-photos-to-life/
[3] https://www.youtube.com/watch?v=75AXINUL47g&feature=youtu.be

[3] https://hbr.org/2018/04/if-your-data-is-bad-your-machine-learning-tools-are-useless
[3] https://www.ey.com/en_gl/automotive-transportation/why-forecasting-the-supply-chain-is-not-like-predicting-the-weather
[3] https://www.digitalinformationworld.com/2019/05/google-trashy-video-algorithm-cleans-up-youtube-homepage.html
[2] https://www.linkedin.com/feed/update/urn:li:activity:6534788223888166912

Top URLs in Tweet in G5:
[17] https://twitter.com/KirkDBorne/status/1132647064213557248
[16] https://twitter.com/MikeQuindazzi/status/1130458656850489344
[15] https://twitter.com/MikeQuindazzi/status/1131153486618476545
[14] https://twitter.com/KirkDBorne/status/1132754975917072385
[9] https://bernardmarr.com/default.asp?contentID=1789&utm_content=83086686&utm_medium=social&utm_source=twitter&hss_channel=tw-268986118?es_sh=1b0ff3890f61f5648e95981fcb028a47&es_ad=38515
[8] https://interestingengineering.com/machine-learning-technology-radically-improves-accuracy-of-additive-manufacturing
[8] https://www.technative.io/applying-machine-learning-decisions-matter/
[6] https://www.cc.gatech.edu/~alanwags/DLAI2016/(Gunning)%20IJCAI-16%20DLAI%20WS.pdf?utm_content=bufferec9ad&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] http://eepurl.com/dwIaVH
[4] https://stanford.edu/~shervine/teaching/cs-229

Top URLs in Tweet in G6:
[85] http://www.datasciencecentral.com/group/tutorials/forum/topics/cheat-sheet-data-visualization-with-r
[40] https://stanford.edu/~shervine/teaching/cs-229/
[21] https://explore.mathworks.com/machine-learning-knowledge-quiz?s_eid=PSM_dl&source=15308
[20] https://www.rstudio.com/resources/cheatsheets/
[10] http://businessoverbroadway.com/2019/1/13/programming-languages-most-used-and-recommended-by-data-scientists/
[9] https://www.datasciencecentral.com/profiles/blogs/textbook-probability-course-harvard-university
[6] https://www.techrepublic.com/article/96-of-organizations-run-into-problems-with-ai-and-machine-learning-projects/
[4] https://www.zdnet.com/article/microsoft-machine-learning-breakthrough-get-ready-for-significantly-better-ai-translators/
[4] https://www.forbes.com/sites/louiscolumbus/2019/05/27/25-machine-learning-startups-to-watch-in-2019/#64a06a9b3c0b
[4] https://www.amazon.jobs/en/jobs/863998/software-development-engineer-machine-learning-intern

Top URLs in Tweet in G7:
[23] http://e-learning-teleformacion.blogspot.com/2019/05/neuroscience-ai-and-future-of-education.html
[22] https://news.gotchamobi.com/category/artificial-intelligence/3229376/it-s-a-marketing-mess-artificial-intelligence-vs-machine-learning
[18] https://www.singlegrain.com/digital-marketing-analytics/how-to-use-predictive-analytics-for-better-marketing-performance/
[18] https://www.entrepreneur.com/article/323756
[18] https://salesenablement.wordpress.com/2018/01/28/sales-enablement-tools-powered-by-machine-learning-and-ai-artificial-intelligence/
[17] https://www.techrepublic.com/article/the-top-barriers-businesses-face-in-adopting-ai/
[17] https://www.informationweek.com/strategic-cio/3-great-ways-to-sabotage-your-digital-transformation/a/d-id/1333133
[16] https://www.techapeek.com/2019/05/26/how-artificial-intelligence-affects-executive-resumes-and-job-searches/
[16] https://link.medium.com/Utz3yFpD1W
[16] https://towardsdatascience.com/the-simpsons-meets-data-visualization-ef8ef0819d13

Top URLs in Tweet in G8:
[6] https://www.healthcareitnews.com/projects/ai-and-machine-learning
[4] https://hbr.org/2019/05/the-health-care-benefits-of-combining-wearables-and-ai
[3] https://www.digitalhealth.net/2019/05/ai-needs-quality-nhs-data-to-succeed-director-of-research-centre-says/
[3] https://www.cnet.com/how-to/best-smart-home-gadgets-to-buy-first/#ftag=COS-05-10aaa0j
[3] https://www.psychologytoday.com/us/blog/the-future-brain/201806/the-convergence-artificial-intelligence-and-esports
[3] https://www.psychologytoday.com/us/blog/the-future-brain/201905/optogenetics-flaws-reveal-clues-about-huntington-s-disease
[2] https://yourstory.com/mystory/7-industries-that-heavily-trust-artificial-intelli%20%E2%80%A6?utm_source=twitter_samaira&utm_medium=ss0305
[2] https://www.signifyresearch.net/medical-imaging/predictive-analysis-the-next-evolution-for-ai-in-medical-imaging/
[2] https://www.sec.gov/news/speech/bauguess-big-data-ai
[2] https://searchcustomerexperience.techtarget.com/feature/Retail-AI-predicts-consumer-behavior-for-targeted-marketing

Top URLs in Tweet in G9:
[59] https://mailchi.mp/dxworldexpo.com/friday-update-for-cloudexpo-new-york-faculty-425229?e=6b24c5d4d8
[39] https://www.eventbrite.com/e/cloudexpo-silicon-valley-tickets-54518974721#tickets
[14] http://www2.sys-con.com/cloudcomputingexpo/sponsors.html
[4] http://dlvr.it/R0lrKb
[4] https://www.martechadvisor.com/articles/machine-learning-ai/how-ai-is-evolutionizing-b2b-sales-and-marketing/?utm_source=twitter&utm_medium=social&utm_campaign=mta_210519_xbc_link&utm_content=b2b&utm_term=nina
[2] http://cloudcomputing.sys-con.com/node/4389444
[2] https://machinelearningmastery.com/how-to-perform-object-detection-with-yolov3-in-keras/
[2] https://www.martechadvisor.com/articles/customer-experience-2/5-ways-ai-can-revolutionize-customer-experience?utm_source=twitter&utm_medium=social&utm_campaign=mta_280519_Xbc_Link&utm_content=ways&utm_term=nina
[1] https://mailchi.mp/dxworldexpo.com/friday-update-for-cloudexpo-new-york-faculty-417901?e=6b24c5d4d8
[1] http://dlvr.it/R43fCP

Top URLs in Tweet in G10:
[2] https://www.youtube.com/watch?v=5b1PGXUVNP4

[1] https://www.digitalistmag.com/future-of-work/2019/05/01/future-of-analytics-is-now-06198072
[1] https://www.plattform-lernende-systeme.de/videos.html
[1] https://www.spektrum.de/news/ki-mit-zauberei/1646056
[1] https://twitter.com/SAPFrance?utm_campaign=DFR_EXT_INFO_g%C3%A9n%C3%A9ral&utm_content=92592347&utm_medium=social&utm_source=twitter&hss_channel=tw-1049212736360648704

Top Domains
Top Domains in Tweet in Entire Graph:
[809] twitter.com
[471] datasciencecentral.com
[466] forbes.com
[430] bah.com
[428] medium.com
[309] youtube.com
[234] linkedin.com
[205] towardsdatascience.com
[171] blogspot.com
[142] kdnuggets.com

Top Domains in Tweet in G1:
[534] twitter.com
[303] forbes.com
[198] medium.com
[191] youtube.com
[189] bah.com
[152] datasciencecentral.com
[112] towardsdatascience.com
[108] linkedin.com
[101] aisoma.de
[97] blogspot.com

Top Domains in Tweet in G2:
[192] bah.com
[189] datasciencecentral.com
[70] medium.com
[56] forbes.com
[49] kdnuggets.com
[46] twitter.com
[32] linkedin.com
[32] wired.com
[32] techcrunch.com
[31] marktechpost.com

Top Domains in Tweet in G3:
[56] faveeo.com
[39] twitter.com
[36] youtube.com
[36] arxiv.org
[24] linkedin.com
[22] forbes.com
[16] medium.com
[16] big-data-fr.com
[16] datasciencecentral.com
[14] bah.com

Top Domains in Tweet in G4:
[51] twitter.com
[50] reddit.com
[43] linkedin.com
[21] forbes.com
[20] medium.com
[15] youtube.com
[10] dy.si
[8] interestingengineering.com
[8] instagram.com
[7] hbr.org

Top Domains in Tweet in G5:
[70] twitter.com
[16] forbes.com
[10] datasciencecentral.com
[10] bernardmarr.com
[9] interestingengineering.com
[9] technative.io
[7] gatech.edu
[6] medium.com
[6] eepurl.com
[5] wordpress.com

Top Domains in Tweet in G6:
[94] datasciencecentral.com
[42] stanford.edu
[21] mathworks.com
[20] rstudio.com
[15] businessoverbroadway.com
[14] forbes.com
[12] bah.com
[8] twitter.com
[6] techrepublic.com
[5] zdnet.com

Top Domains in Tweet in G7:
[64] rtinsights.com
[52] medium.com
[50] towardsdatascience.com
[44] blogspot.com
[42] analytikus.com
[25] gotchamobi.com
[20] techrepublic.com
[18] singlegrain.com
[18] entrepreneur.com
[18] wordpress.com

Top Domains in Tweet in G8:
[10] aithority.com
[8] psychologytoday.com
[6] bah.com
[6] healthcareitnews.com
[6] forbes.com
[5] analyticsinsight.net
[4] hbr.org
[3] digitalhealth.net
[3] yahoo.com
[3] cnet.com

Top Domains in Tweet in G9:
[60] mailchi.mp
[39] eventbrite.com
[18] sys-con.com
[7] martechadvisor.com
[5] dlvr.it
[3] sdxcentral.com
[2] machinelearningmastery.com
[2] medium.com
[1] forbes.com
[1] tweetedtimes.com

Top Domains in Tweet in G10:
[2] youtube.com
[1] digitalistmag.com
[1] plattform-lernende-systeme.de
[1] spektrum.de
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11771] machinelearning
[8472] ai
[4587] datascience
[4323] bigdata
[3231] artificialintelligence
[2983] deeplearning
[2139] iot
[1466] analytics
[1348] ml
[981] robotics



Top Hashtags in Tweet in G1:
[5875] machinelearning
[4402] ai
[2934] datascience
[2830] bigdata
[1706] deeplearning
[1607] artificialintelligence
[1200] iot
[1119] analytics
[646] ml
[513] socialmedia

Top Hashtags in Tweet in G2:
[1505] ai
[1430] machinelearning
[695] bigdata
[681] datascience
[590] deeplearning
[505] artificialintelligence
[279] fintech
[266] ml
[234] robotics
[227] iot

Top Hashtags in Tweet in G3:
[925] machinelearning
[507] ai
[204] datascience
[178] artificialintelligence
[137] bigdata
[121] deeplearning
[100] ml
[85] intelligenceartificielle
[74] iot
[72] ia

Top Hashtags in Tweet in G4:
[785] machinelearning
[343] ai
[187] artificialintelligence
[137] datascience
[125] deeplearning
[115] ml
[109] bigdata
[89] iot
[32] analytics
[30] technology

Top Hashtags in Tweet in G5:
[393] machinelearning
[381] ai
[276] iot
[217] autonomousvehicles
[169] driverlesscars
[169] smartcities
[163] deeplearning
[129] artificialintelligence
[127] datascience
[105] bigdata

Top Hashtags in Tweet in G6:
[174] machinelearning
[127] datascience
[118] bigdata
[85] abdsc
[51] ai
[35] python
[32] artificialintelligence
[17] deeplearning
[12] customerexperience
[10] programminglanguages

Top Hashtags in Tweet in G7:
[290] machinelearning
[249] ai
[170] artificialintelligence
[91] marketing
[41] bigdata
[38] deeplearning
[38] tech
[36] datascience
[36] analytikus
[33] artificiallintelligence

Top Hashtags in Tweet in G8:
[96] machinelearning
[81] ai
[41] healthcare
[30] bigdata
[29] artificialintelligence
[13] deeplearning
[12] iot
[11] technology
[10] datascience
[10] innovation

Top Hashtags in Tweet in G9:
[170] hybridcloud
[157] ai
[141] iot
[117] cio
[104] cloud
[87] aiops
[78] devops
[66] iiot
[54] machinelearning
[53] blockchain

Top Hashtags in Tweet in G10:
[14] digital
[8] machinelearning
[4] ki
[3] hackathon
[2] ai
[2] digitalisierung
[2] transferlearning
[1] analytics
[1] healthcare
[1] podcast

Top Words
Top Words in Tweet in Entire Graph:
[11715] Words in Sentiment List#1: Positive
[5029] Words in Sentiment List#2: Negative
[12] Words in Sentiment List#3: Angry/Violent
[432837] Non-categorized Words
[449581] Total Words
[19174] #machinelearning
[12664] #ai
[7574] #datascience
[6990] #bigdata
[5913] #deeplearning

Top Words in Tweet in G1:
[8994] #machinelearning
[6243] #ai
[4601] #datascience
[4278] #bigdata
[2917] #deeplearning
[2456] #artificialintelligence
[2420] #iot
[1716] gt
[1554] #analytics
[1418] learning

Top Words in Tweet in G2:
[2750] #machinelearning
[2268] #ai
[1356] #datascience
[1341] #deeplearning
[1241] #bigdata
[896] #artificialintelligence
[771] cc
[648] gt
[634] #ml
[523] #robotics

Top Words in Tweet in G3:
[1656] #machinelearning
[812] #ai
[437] #datascience
[348] #artificialintelligence
[341] #bigdata
[301] #deeplearning
[269] learning
[224] gt
[201] machine
[191] #iot

Top Words in Tweet in G4:
[794] #machinelearning
[351] #ai
[189] #artificialintelligence
[159] learning
[139] #datascience
[130] machine
[129] #deeplearning
[117] #ml
[110] #bigdata
[96] more

Top Words in Tweet in G5:
[1160] gt
[801] #machinelearning
[707] #ai
[482] #deeplearning
[383] mikequindazzi
[382] #iot
[359] #artificialintelligence
[250] #futureofwork
[249] #technology
[234] #tech

Top Words in Tweet in G6:
[318] #machinelearning
[215] #ai
[192] #datascience
[176] #deeplearning
[169] #bigdata
[122] #rstats
[117] r
[115] #coding
[109] #rstudio
[109] rstudio

Top Words in Tweet in G7:
[742] #machinelearning
[477] #ai
[348] #artificialintelligence
[209] #ml
[202] learning
[185] #marketing
[183] machine
[169] ai
[160] #digitalmarketing
[154] #bigdata

Top Words in Tweet in G8:
[169] #machinelearning
[128] #ai
[66] #healthcare
[51] #artificialintelligence
[44] #bigdata
[43] ai
[32] #deeplearning
[23] #technology
[23] models
[22] fairness

Top Words in Tweet in G9:
[224] #machinelearning
[213] #ai
[198] #iiot
[195] #serverless
[193] #iot
[193] #datacenter
[190] #devops
[180] #kubernetes
[180] #blockchain
[177] #hybridcloud

Top Words in Tweet in G10:
[58] sap
[48] #machinelearning
[41] #ai
[38] more
[38] partnership
[38] #sapphirenow
[38] #ml
[38] scmatsap
[27] #analytics
[25] #bigdata

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3420] #ai,#machinelearning
[2443] gt,gt
[2428] #machinelearning,#deeplearning
[1839] machine,learning
[1663] #datascience,#machinelearning
[1605] #machinelearning,#ai
[1495] #artificialintelligence,#machinelearning
[1457] #bigdata,#datascience
[1221] #iot,#iiot
[1207] #machinelearning,#bigdata

Top Word Pairs in Tweet in G1:
[1804] #ai,#machinelearning
[1174] #datascience,#machinelearning
[1054] gt,gt
[1019] #machinelearning,#deeplearning
[974] #machinelearning,#ai
[920] #bigdata,#analytics
[914] machine,learning
[884] #machinelearning,#bigdata
[884] #iot,#iiot
[838] #bigdata,#datascience

Top Word Pairs in Tweet in G2:
[626] #machinelearning,#deeplearning
[584] #ai,#machinelearning
[407] gt,gt
[317] #bigdata,#machinelearning
[288] #bigdata,#datascience
[244] #artificialintelligence,#machinelearning
[206] #datascience,#machinelearning
[198] #machinelearning,#ml
[189] #machinelearning,#artificialintelligence
[183] #deeplearning,#dl

Top Word Pairs in Tweet in G3:
[311] #ai,#machinelearning
[196] machine,learning
[138] gt,gt
[126] #machinelearning,#deeplearning
[92] #datascience,#machinelearning
[87] #machinelearning,#ai
[82] #artificialintelligence,#machinelearning
[81] #ia,#robotique
[81] #robotique,#machinelearning
[77] artificial,intelligence

Top Word Pairs in Tweet in G4:
[127] machine,learning
[111] #ai,#machinelearning
[102] #artificialintelligence,#machinelearning
[72] artificial,intelligence
[68] #machinelearning,#ml
[55] read,more
[52] #deeplearning,#ai
[50] #datascience,#deeplearning
[49] more,here
[48] #iot,#bigdata

Top Word Pairs in Tweet in G5:
[767] gt,gt
[228] #machinelearning,#deeplearning
[195] #tech,#machinelearning
[177] #technology,#ai
[170] #iot,#smartcities
[170] #artificialintelligence,#tech
[169] uber,built
[169] built,fake
[169] fake,city
[169] city,test

Top Word Pairs in Tweet in G6:
[153] #deeplearning,#ai
[132] #bigdata,#datascience
[113] #machinelearning,#deeplearning
[105] r,cheat
[87] #statistics,#machinelearning
[86] #abdsc,#bigdata
[86] #rstats,#coding
[85] download,fabulous
[85] fabulous,r
[85] cheat,sheets

Top Word Pairs in Tweet in G7:
[180] machine,learning
[90] #artificialintelligence,#ai
[89] #ai,#ml
[81] artificial,intelligence
[75] #machinelearning,#artificialintelligence
[74] #machinelearning,#ai
[69] #machinelearning,#ml
[64] #marketing,#digitalmarketing
[63] #ai,#machinelearning
[59] #artificialintelligence,#machinelearning

Top Word Pairs in Tweet in G8:
[32] #ai,#machinelearning
[22] ai,fairness
[22] fairness,360
[22] 360,open
[22] open,source
[22] source,toolkit
[22] toolkit,help
[22] help,examine
[22] examine,report
[22] report,mitigate

Top Word Pairs in Tweet in G9:
[156] #iot,#iiot
[131] #docker,#kubernetes
[120] #aiops,#devops
[119] #cio,#ai
[118] #serverless,#datacenter
[113] #machinelearning,#deeplearning
[111] #ai,#iot
[99] #kubernetes,#machinelearning
[80] #fintech,#blockchain
[78] #cloud,#cio

Top Word Pairs in Tweet in G10:
[38] more,partnership
[38] partnership,sap
[38] sap,#sapphirenow
[38] #ml,#machinelearning
[38] #machinelearning,#ai
[24] join,chief
[24] chief,data
[24] data,officers
[24] officers,panel
[24] panel,discussion

Top Replied-To
Top Replied-To in Entire Graph:
@zakiadx
@docassar
@cloudexpo
@latticesemi
@microsoft
@exxonmobil
@kdnuggets
@ibenzal
@avidxchange
@matlab

Top Replied-To in G1:
@docassar
@avidxchange
@exxonmobil
@dominos
@intel
@laurenmaille
@microsoft
@slalom
@ieeeorg
@galveztrum

Top Replied-To in G2:
@kdnuggets
@matlab
@psb_dc
@ipfconline1
@yvesmulkers

Top Replied-To in G3:
@latticesemi
@ibenzal
@us_fda
@mediktor
@caixabank
@matlab
@zakiadx
@exxonmobil
@docassar
@nigewillson

Top Replied-To in G4:
@nimmlab
@vedajunction
@econsultsolutns

Top Replied-To in G6:
@helmholtz_ai
@microsoft
@matlab

Top Replied-To in G7:
@grandateador
@_tamdrea_
@atsistemas
@srdatos
@dateadora
@shsternberg

Top Replied-To in G8:
@hp
@aithority
@google
@laserfiche
@lilianedwards
@ibm
@adsuara
@amazon
@nielsen

Top Replied-To in G9:
@zakiadx
@cloudexpo

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@spirosmargaris
@ronald_vanloon
@ipfconline1
@kirkdborne
@antgrasso
@richardeudes
@psb_dc
@jblefevre60
@pierrepinna

Top Mentioned in G1:
@mikequindazzi
@richardeudes
@ronald_vanloon
@kirkdborne
@spirosmargaris
@ipfconline1
@antgrasso
@terence_mills
@mvollmer1
@jblefevre60

Top Mentioned in G2:
@spirosmargaris
@psb_dc
@pierrepinna
@ipfconline1
@jimmarous
@ahier
@antgrasso
@mikequindazzi
@xbond49
@deeplearn007

Top Mentioned in G3:
@mikequindazzi
@bdgeorges
@crip_asso
@ima_innovation
@itiforums
@stanford
@ronald_vanloon
@spirosmargaris
@kirkdborne
@ipfconline1

Top Mentioned in G4:
@techzinebe
@divboxx
@briskinfosec
@empassapp
@kmlabseu

Top Mentioned in G5:
@mikequindazzi
@swisscognitive
@intengineering
@jblefevre60
@antgrasso
@ronald_vanloon
@spirosmargaris
@kirkdborne
@diioannid
@chboursin

Top Mentioned in G6:
@rstudio
@shervinea
@afshinea
@microsoft
@matlab
@louiscolumbus
@infoworld
@bttyeo
@oecd
@sharon000

Top Mentioned in G7:
@techrepublic
@mattcimaglia
@informationweek
@salesenablement
@jimmarous
@aisoma_ag
@sgreenman
@techreview
@fundacionbbva

Top Mentioned in G8:
@google
@ibm
@psychtoday
@yied_i
@insead
@nhsuk
@amazon
@yahoofinance
@cnet
@ibmdatascience

Top Mentioned in G9:
@datrium
@codetegmbh
@adobe
@bmcsoftware
@cloudexpo
@24notion
@apptio
@darktrace
@exceedai
@gartner_inc

Top Mentioned in G10:
@sap
@scmatsap
@j
@tamaramccleary
@ronald_vanloon
@maribellopez
@mkrigsman
@kirkdborne
@leeodden
@bmbf_bund

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@sectest9
@javascriptd
@nosqldigest
@charlesfrize
@immoralreport
@indiegametrends
@indiegamedevguy
@delta
@bitcoinagile

Top Tweeters in G1:
@sectest9
@javascriptd
@nosqldigest
@charlesfrize
@indiegamedevguy
@gamergeeknews
@edgametec
@chidambara09
@repubblica
@fintechna

Top Tweeters in G2:
@evankirstel
@thehill
@kotaknaren
@guardian
@marshacollier
@turfline
@akwyz
@glaciarblue
@financialxpress
@smoothsale

Top Tweeters in G3:
@indiegametrends
@ottlegalrebels
@reuters
@timesnow
@pm_girl
@entwistletx
@caring_mobile
@bfa_emploi
@emploi_finance
@rabobank

Top Tweeters in G4:
@carlesdijous
@agsb_bilbao
@thekaushalsoni
@shashib
@hawebservices
@phoenix2life
@freedomfirecom
@splunkanswers
@tunguzreviews
@geeksroom

Top Tweeters in G5:
@bitcoinagile
@erangatennakoon
@sabinmarketing
@nathealings
@gharr_home
@oyerista
@tristanbergh
@mench90
@nowthisnews
@techpearce2

Top Tweeters in G6:
@mariuskarma
@ashot_
@servantofchaos
@annettefranz
@bobehayes
@vishalgreat
@prgoessocial
@trappedalien
@32gallardoj
@sueduris

Top Tweeters in G7:
@eraser
@economictimes
@data_nerd
@fcassia
@rwang0
@jjlakosta
@jgarcedi
@srdatos
@ajmuguia
@gonzalogarde

Top Tweeters in G8:
@yahoofinance
@starbucks
@adsuara
@theregister
@google
@adnanalams
@csharpcorner
@dme_jun
@amruthasuri
@appsco

Top Tweeters in G9:
@evanderburg
@andrewmorrisuk
@crm_cws_cloud
@cloudexpo
@kubesummit
@sysconmedia
@expoai
@ulitzer
@bigdataexpo
@cloudjobfair

Top Tweeters in G10:
@mvargasgarro
@heiseonline
@golem
@t3n
@mkrigsman
@leeodden
@sweeneyjames
@br_wissen
@maribellopez
@sap