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machine learning 2017-01-05_22-50-29
machine learning 2017-01-05_22-50-29
From:
NodeXLExcelAutomator
Uploaded on:
January 06, 2017
Short Description:
machine learning via NodeXL http://bit.ly/2iI37O0
@alevergara78
@mannitan
@techreview
@ronald_vanloon
@bradnelsonops
@grahampenrose2

Description:
Description
The graph represents a network of 4,118 Twitter users whose tweets in the requested range contained "%22machine learning%22", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 06 January 2017 at 06:52 UTC.

The requested start date was Friday, 06 January 2017 at 01:01 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, 41-minute period from Wednesday, 04 January 2017 at 11:47 UTC to Thursday, 05 January 2017 at 16:29 UTC.

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 : 4118
Unique Edges : 5197
Edges With Duplicates : 1035
Total Edges : 6232
Self-Loops : 1840
Reciprocated Vertex Pair Ratio : 0.00438489646772229
Reciprocated Edge Ratio : 0.00873150618481688
Connected Components : 1409
Single-Vertex Connected Components : 1016
Maximum Vertices in a Connected Component : 1965
Maximum Edges in a Connected Component : 4024
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.922954
Graph Density : 0.000243190231149277
Modularity : 0.670748
NodeXL Version : 1.0.1.366

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[197] https://www.technologyreview.com/s/603216/5-big-predictions-for-artificial-intelligence-in-2017/?utm_campaign=internal&utm_medium=homepage&utm_source=cover-story
[67] http://linkis.com/QP1K8
[34] http://www.Maths-Fi.com/offre-emploi-moa-finance-salle-de-marche-quant-developpeur-jeune-diplome-grande-ecole-master-banque-assurance-assurances-ingenieur-bale-analyste-quantitatif-java-j2ee-trader-trading-front-office-commando-informatique-vba-developpement-it/nouvel-ebook-gratuit-a-telecharger-trading-automatique-finance-maintenance-predictive-mathworks-ebook-machine-learning-1.asp
[33] http://www.computerworlduk.com/data/big-data-bi-trends-2017-machine-learning-data-lakes-hadoop-vs-spark-3652166/
[31] http://www.datasciencecentral.com/profiles/blogs/difference-between-machine-learning-data-science-ai-deep-learning
[23] http://www.business-standard.com/article/technology/google-banks-on-artificial-intelligence-machine-learning-for-future-growth-117010500573_1.html?utm_source=dlvr.it&utm_medium=twitter
[21] http://www.information-management.com/blogs/big-data-analytics/machine-learning-delivers-quality-data-at-the-speed-of-the-business-10030617-1.html
[20] http://www.forbes.com/sites/bernardmarr/2016/09/23/how-machine-learning-big-data-and-ai-are-changing-healthcare-forever/#3444e23b4f49
[20] http://www.datasciencecentral.com/profiles/blogs/difference-between-machine-learning-data-science-ai-deep-learning?xg_source=activity
[20] http://po.st/gqehfZ

Top URLs in Tweet in G1:
[26] http://www.Maths-Fi.com/offre-emploi-moa-finance-salle-de-marche-quant-developpeur-jeune-diplome-grande-ecole-master-banque-assurance-assurances-ingenieur-bale-analyste-quantitatif-java-j2ee-trader-trading-front-office-commando-informatique-vba-developpement-it/nouvel-ebook-gratuit-a-telecharger-trading-automatique-finance-maintenance-predictive-mathworks-ebook-machine-learning-1.asp
[23] http://www.business-standard.com/article/technology/google-banks-on-artificial-intelligence-machine-learning-for-future-growth-117010500573_1.html?utm_source=dlvr.it&utm_medium=twitter
[12] http://learnfromnazrul.in/google-betting-big-on-ai-machine-learning-sundar-pichai/?utm_source=dlvr.it&utm_medium=twitter
[10] http://www.jeffbullas.com/2016/08/26/dominate-content-marketing-machine-learning-tools/
[10] http://currency-prediction.com/2017/01/05/fr-exchange-rate-forecast-based-on-machine-learning-over-74-hit-ratio-in-3-months/?utm_source=dlvr.it&utm_medium=twitter
[9] http://economictimes.indiatimes.com/tech/internet/google-betting-big-on-artificial-intelligence-machine-learning-sundar-pichai/articleshow/56351829.cms
[8] http://www.business-standard.com/article/technology/google-banks-on-artificial-intelligence-machine-learning-for-future-growth-117010500573_1.html
[7] http://www.adweek.com/news/technology/snapchat-beginning-use-machine-learning-improve-ad-targeting-175330
[7] https://fossbytes.com/popular-top-programming-languages-machine-learning-data-science/
[6] http://ift.tt/2hSQC1y

Top URLs in Tweet in G2:
[31] http://www.computerworlduk.com/data/big-data-bi-trends-2017-machine-learning-data-lakes-hadoop-vs-spark-3652166/
[20] http://www.forbes.com/sites/bernardmarr/2016/09/23/how-machine-learning-big-data-and-ai-are-changing-healthcare-forever/#3444e23b4f49
[18] http://okt.to/UvUsFB
[17] http://www.information-management.com/blogs/big-data-analytics/machine-learning-delivers-quality-data-at-the-speed-of-the-business-10030617-1.html
[16] http://analytics-magazine.org/executive-edge-machine-learning-unleashes-big-data-potential/
[16] http://www.datasciencecentral.com/profiles/blogs/difference-between-machine-learning-data-science-ai-deep-learning?xg_source=activity
[13] http://venturebeat.com/2017/01/03/the-what-how-and-why-you-need-it-now-on-machine-learning-vb-live/
[12] http://datafloq.stfi.re/read/machine-learning-unlock-big-data-full-potential/1846?ref=quuu&sf=rxjrvna&utm_content=bufferf1b51&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] http://www.healthitoutcomes.com/doc/artificial-intelligence-and-machine-learning-the-future-is-now-0001?user=F7F7441E-B394-41F0-87BD-7D8ACC2D8C96&vm_tId=1972535
[11] http://www.healthcareitnews.com/news/healthcare-data-beast-best-tamed-machine-learning

Top URLs in Tweet in G3:
[1] https://danielmiessler.com/blog/genetic-algorithms-could-be-more-significant-than-machine-learning/

Top URLs in Tweet in G4:
[185] https://www.technologyreview.com/s/603216/5-big-predictions-for-artificial-intelligence-in-2017/?utm_campaign=internal&utm_medium=homepage&utm_source=cover-story
[5] http://news.google.com/news/url?sa=t&fd=R&ct2=us&usg=AFQjCNGPXyKbBmj9WDDz2YE3wnYMVXE-wQ&clid=c3a7d30bb8a4878e06b80cf16b898331&cid=52779333837485&ei=URluWKD9NMKS3QH8tLmYCQ&url=http://economictimes.indiatimes.com/tech/internet/google-betting-big-on-artificial-intelligence-machine-learning-sundar-pichai/articleshow/56351829.cms
[3] https://www.safaribooksonline.com/library/view/practical-machine-learning/9781491964590/?utm_medium=social&utm_source=twitter.com&utm_campaign=lgen&utm_content=20161216+prac+mach+h2o
[3] https://dupress.deloitte.com/dup-us-en/deloitte-review/issue-19/art-of-forecasting-human-in-the-loop-machine-learning.html
[3] http://buff.ly/2i97v5L
[2] http://www.recode.net/2016/12/5/13837908/machine-learning-doctors-vic-gundotra-recode-podcast
[2] http://www.itproportal.com/features/the-evolution-of-deep-learning-and-machine-learning/
[2] https://analyticsweek.com/content/democratizing-self-service-cognitive-computing-analytics-with-machine-learning/
[2] http://buff.ly/2iBmxCi
[2] http://www.maddyness.com/?p=50291

Top URLs in Tweet in G5:
[5] http://j.mp/2hQ3uab
[3] https://twitter.com/deeplearn007/status/816740309459726336
[3] https://www.rtinsights.com/big-data-machine-learning-software-event-processing-analytics/
[2] http://cio.economictimes.indiatimes.com/news/strategy-and-management/iot-aot-ai-machine-learning-cloud-big-data-and-predictive-analytics-to-dominate-in-2017-teradata-india/56331076
[2] http://insightaas.com/share-alike-fo
[2] http://ln.is/Rmf7n
[2] https://ascent.atos.net/intuition-versus-machine-learning-future-leadership-dilemma/?utm_source=GaggleAMP-Atos%20Sector%20Marketing%20Programme%20&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=Q117%20PH%20Atos%20Content&utm_content=intuition-vs-machinelearning-the-future-leadership-dilemma-h-795194
[2] https://www.technologyreview.com/s/603216/5-big-predictions-for-artificial-intelligence-in-2017/?utm_campaign=internal&utm_medium=homepage&utm_source=cover-story
[2] http://linkis.com/qIEgT
[2] http://i.securitythinkingcap.com/N2BPZv

Top URLs in Tweet in G6:
[9] http://www.datasciencecentral.com/profiles/blogs/difference-between-machine-learning-data-science-ai-deep-learning
[9] https://www.mapr.com/blog/predicting-loan-credit-risk-using-apache-spark-machine-learning-random-forests
[4] https://www.analyticsvidhya.com/glossary-of-common-statistics-and-machine-learning-terms/
[4] http://ow.ly/xq2S307Er1e?utm_source=GaggleAMP-Ixia&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=the-cloud-in-2017-seven-key-trends-from-aws-and-azure-to-voic-793950
[4] http://www.mckinsey.com/industries/retail/our-insights/the-secret-to-smarter-fresh-food-replenishment-machine-learning
[3] http://www.qubit.com/machine-learning?utm_content=44583919&utm_medium=social&utm_source=twitter#opportunity-mining
[3] https://www.infoq.com/vendorcontent/show.action?vcr=4161
[3] http://www.analyticsvidhya.com/blog/2015/12/tutorial-build-powerful-machine-learning-model-amazon-ml-service/?utm_content=buffer9e03d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.networkworld.com/article/3027386/big-data-business-intelligence/13-frameworks-for-mastering-machine-learning.html
[2] http://ow.ly/yX3p307EzZz

Top URLs in Tweet in G7:
[10] https://lekta.ai/blog/natural-language-processing-artificial-intelligence-machine-learning-bots-a-passing-trend-or-much-more?utm_content=buffer4cdff&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.linkedin.com/pulse/most-important-topics-machine-learning-data-mining-attarian-shandiz?utm_content=buffer90a4a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.weforum.org/agenda/2016/11/how-machine-learning-works-in-simple-terms?utm_content=buffer437b8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://ml.berkeley.edu/blog/2016/12/24/tutorial-2/
[6] http://datafloq.stfi.re/read/machine-learning-unlock-big-data-full-potential/1846?ref=quuu&sf=rxjrvna&utm_content=bufferf1b51&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://www.datasciencecentral.com/profiles/blogs/how-do-i-learn-machine-learning?platform=hootsuite
[4] http://bit.ly/2i91cz4
[4] http://www.datasciencecentral.com/profiles/blogs/difference-between-machine-learning-data-science-ai-deep-learning
[3] http://www.analyticbridge.com/group/analyticscourses/forum/topics/training-introduction-to-machine-learning-and-data-mining?utm_content=bufferba849&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://nokia.ly/2iqDdyh

Top URLs in Tweet in G8:
[15] http://economictimes.indiatimes.com/tech/internet/google-betting-big-on-artificial-intelligence-machine-learning-sundar-pichai/articleshow/56351829.cms?utm_source=twitter.com&utm_medium=referral&utm_campaign=ETTWMain
[12] http://www.hindustantimes.com/tech/google-betting-big-on-ai-machine-learning-sundar-pichai/story-Qm9ImbVJTCuf1Et7P2pONM.html
[11] http://www.bmt.org/news/2017/01/bmt-develops-first-ever-uav-to-perform-a-perched-landing-using-machine-learning-algorithms/
[8] http://www.business-standard.com/article/technology/google-banks-on-artificial-intelligence-machine-learning-for-future-growth-117010500573_1.html
[3] https://techcrunch.com/2016/07/13/how-iot-and-machine-learning-can-make-our-roads-safer/
[3] http://www.news18.com/news/tech/google-betting-big-on-ai-machine-learning-ceo-sundar-pichai-1331710.html
[2] https://www.theguardian.com/commentisfree/2016/oct/16/slaves-to-algorithm-machine-learning-hidden-bias?CMP=twt_gu
[1] https://twitter.com/GooglePlayMusic/status/798184265053650944
[1] https://twitter.com/googleresearch/status/779003174493487104
[1] https://twitter.com/playkauntest/status/777150413032357888

Top URLs in Tweet in G9:
[7] http://us2.campaign-archive2.com/?u=e2e180baf855ac797ef407fc7&id=9f01d1ff24&utm_content=buffer55093&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] http://www.kdnuggets.com/2016/11/top-20-python-machine-learning-open-source-updated.html?utm_content=buffer3d639&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] http://insights.principa.co.za/how-marketers-can-use-machine-learning-to-boost-customer-loyalty?utm_medium=twitter
[5] http://www.analyticbridge.com/group/analyticscourses/forum/topics/training-introduction-to-machine-learning-and-data-mining?utm_content=bufferba849&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.safaribooksonline.stfi.re/library/view/practical-machine-learning/9781491964590/?sf=kywpnbj&utm_content=buffer7740c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://machinelearningmastery.com/autoregression-models-time-series-forecasting-python/
[2] https://medium.com/@gp_pulipaka/coding-k-nearest-neighbors-machine-learning-algorithm-in-python-9e15a61d9b97#.mhal7r29t
[2] http://upflow.co/l/IIC6/1-evergreen-making-sense-of-terms-deep-learning-machine-learning-and-ai/utm_content=buffer79ddb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.dataversity.net/2017-machine-learning-trends/
[2] http://www.industrie-techno.com/sept-idees-fausses-au-sujet-de-l-ai-du-machine-learning-et-de-la-cybersecurite.46761

Top URLs in Tweet in G10:
[8] https://blogs.technet.microsoft.com/machinelearning/2017/01/03/hello-2017-and-recap-of-top-10-posts-of-2016/
[5] https://www.rtinsights.com/machine-learning-applications-mckinsey/
[5] http://bit.ly/2i91cz4
[4] http://www.informationweek.com/strategic-cio/it-strategy/machine-learning-analytics-offer-untapped-potential-mckinsey-says/d/d-id/1327801?utm_content=buffer2c5d8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://www.forbes.com/sites/louiscolumbus/2016/12/18/mckinseys-2016-analytics-study-defines-the-future-machine-learning/?utm_content=buffer7459a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#40fee27d0e89
[3] http://www.careerarc.com/job-listing/abb-jobs-senior-engineer-and-researchers-in-machine-learning-machine-vision-and-industrial-control-software-20798225?campaign_id=23371&src=1&utm_campaign=TW01&utm_medium=TW&utm_source=JC
[3] https://www.linkedin.com/slink?code=dYXjG2r
[3] http://bit.ly/2iC0qeY
[2] http://www.healthcareitnews.com/news/healthcare-data-beast-best-tamed-machine-learning?utm_content=buffer46111&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://searchcloudcomputing.techtarget.com/news/450410168/Google-focuses-GCP-on-machine-learning-and-data-analytics

Top Domains
Top Domains in Tweet in Entire Graph:
[288] twitter.com
[205] technologyreview.com
[135] bit.ly
[126] ow.ly
[125] forbes.com
[121] kdnuggets.com
[115] linkedin.com
[109] datasciencecentral.com
[100] linkis.com
[85] buff.ly

Top Domains in Tweet in G1:
[106] twitter.com
[51] linkedin.com
[46] ow.ly
[39] kdnuggets.com
[38] bit.ly
[33] business-standard.com
[30] ift.tt
[29] upflow.co
[28] google.com
[26] maths-fi.com

Top Domains in Tweet in G2:
[67] forbes.com
[55] twitter.com
[52] kdnuggets.com
[47] datasciencecentral.com
[35] buff.ly
[34] computerworlduk.com
[33] ow.ly
[33] linkedin.com
[29] stfi.re
[28] okt.to

Top Domains in Tweet in G3:
[1] danielmiessler.com

Top Domains in Tweet in G4:
[185] technologyreview.com
[6] buff.ly
[5] google.com
[5] linkedin.com
[3] safaribooksonline.com
[3] deloitte.com
[3] thomaswdinsmore.com
[2] recode.net
[2] itproportal.com
[2] analyticsweek.com

Top Domains in Tweet in G5:
[12] linkis.com
[7] ln.is
[5] j.mp
[4] twitter.com
[3] indiatimes.com
[3] insightaas.com
[3] rtinsights.com
[2] atos.net
[2] technologyreview.com
[2] ift.tt

Top Domains in Tweet in G6:
[10] datasciencecentral.com
[9] mapr.com
[9] analyticsvidhya.com
[7] twitter.com
[7] ow.ly
[6] forbes.com
[5] infoq.com
[5] upflow.co
[4] datacamp.com
[4] mckinsey.com

Top Domains in Tweet in G7:
[12] datasciencecentral.com
[10] lekta.ai
[9] linkedin.com
[8] weforum.org
[7] berkeley.edu
[6] stfi.re
[4] twitter.com
[4] technologyreview.com
[4] bit.ly
[3] analyticbridge.com

Top Domains in Tweet in G8:
[16] indiatimes.com
[12] hindustantimes.com
[11] bmt.org
[8] business-standard.com
[4] twitter.com
[3] techcrunch.com
[3] news18.com
[2] theguardian.com
[2] t.co
[2] ecoti.in

Top Domains in Tweet in G9:
[7] campaign-archive2.com
[7] kdnuggets.com
[7] co.za
[5] analyticbridge.com
[4] stfi.re
[4] twitter.com
[3] spr.ly
[3] upflow.co
[2] machinelearningmastery.com
[2] medium.com

Top Domains in Tweet in G10:
[9] bit.ly
[8] microsoft.com
[6] forbes.com
[5] rtinsights.com
[4] informationweek.com
[4] twitter.com
[3] careerarc.com
[3] linkedin.com
[3] ow.ly
[2] healthcareitnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1557] machinelearning
[815] ai
[595] bigdata
[279] datascience
[255] iot
[217] artificialintelligence
[190] ml
[159] deeplearning
[119] analytics
[111] predictiveanalytics

Top Hashtags in Tweet in G1:
[98] machinelearning
[81] ai
[28] bigdata
[20] datascience
[19] india
[18] ml
[17] iot
[16] google
[13] analytics
[12] usa

Top Hashtags in Tweet in G2:
[833] machinelearning
[388] ai
[322] bigdata
[151] datascience
[104] artificialintelligence
[98] deeplearning
[88] iot
[55] analytics
[42] ml
[37] spark

Top Hashtags in Tweet in G3:
[67] adobesign

Top Hashtags in Tweet in G4:
[26] machinelearning
[8] ai
[5] artificialintelligence
[3] deeplearning
[3] tech
[3] api
[3] dev
[2] cognitivecomputing
[1] chatbots
[1] nexteconomy

Top Hashtags in Tweet in G5:
[86] machinelearning
[84] ai
[76] ml
[71] bigdata
[70] iot
[68] artificialintelligence
[66] predictiveanalytics
[64] teradata
[6] dl
[5] artificial

Top Hashtags in Tweet in G6:
[60] machinelearning
[27] datascience
[23] ai
[19] cloud
[18] bigdata
[13] deeplearning
[10] analytics
[9] statistics
[9] abdsc
[8] spark

Top Hashtags in Tweet in G7:
[78] ai
[76] machinelearning
[40] iot
[28] cio
[25] bigdata
[24] datascience
[17] halloffame
[17] artificialintelligence
[10] bots
[10] ml

Top Hashtags in Tweet in G8:
[18] google
[5] iot
[5] backoncampus
[4] smartmobility
[4] smartcities
[3] ai
[3] machinelearning
[2] artificialintelligence
[1] cio
[1] googletranslate

Top Hashtags in Tweet in G9:
[61] machinelearning
[24] rt
[13] machine
[11] datascience
[10] python
[9] opensource
[9] bigdata
[9] bookfo
[8] learning
[8] ml

Top Hashtags in Tweet in G10:
[19] ai
[18] machinelearning
[18] analytics
[9] datascience
[4] healthcare
[3] hiring
[3] sanjose
[3] robotics
[3] ageofanalytics
[3] bigdata

Top Words
Top Words in Tweet in Entire Graph:
[2192] Words in Sentiment List#1: Positive
[845] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[66497] Non-categorized Words
[69534] Total Words
[3584] learning
[3471] machine
[1569] machinelearning
[1213] ai
[905] data

Top Words in Tweet in G1:
[1021] learning
[1010] machine
[196] ai
[175] google
[160] intelligence
[148] artificial
[138] data
[138] big
[114] pichai
[105] sundar

Top Words in Tweet in G2:
[837] machinelearning
[659] learning
[607] machine
[481] ai
[421] data
[311] bigdata
[152] datascience
[151] 2017
[110] analytics
[104] iot

Top Words in Tweet in G3:
[236] machine
[236] learning
[235] adobedoccloud
[235] acrobat
[235] powered
[235] adobesensei
[235] https
[168] power
[168] hands
[168] reader's

Top Words in Tweet in G4:
[242] learning
[237] machine
[198] artificial
[198] intelligence
[188] year
[187] more
[185] 2016
[185] huge
[185] deliver
[185] even

Top Words in Tweet in G5:
[92] ai
[86] machinelearning
[76] ml
[74] 2017
[74] deeplearn007
[73] iot
[71] bigdata
[68] artificialintelligence
[67] cloud
[67] http

Top Words in Tweet in G6:
[68] learning
[67] machine
[61] machinelearning
[27] datascience
[24] ai
[23] analytics
[23] cloud
[22] amazon
[21] aws
[20] kirkdborne

Top Words in Tweet in G7:
[84] learning
[82] machine
[80] ai
[76] machinelearning
[41] valaafshar
[40] iot
[35] 2
[34] 1
[32] analytics
[29] 3

Top Words in Tweet in G8:
[67] machine
[67] learning
[56] google
[55] sundarpichai
[46] big
[41] betting
[40] artificial
[40] intelligence
[27] ai
[18] economictimes

Top Words in Tweet in G9:
[83] machine
[77] learning
[61] machinelearning
[53] data
[47] ronald_vanloon
[42] python
[29] ht
[21] science
[18] step
[16] mining

Top Words in Tweet in G10:
[57] machine
[57] learning
[35] analytics
[20] ai
[18] machinelearning
[17] mckinsey
[17] 2016
[12] intelligence
[12] future
[10] study

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3412] machine,learning
[552] artificial,intelligence
[427] intelligence,machine
[237] powered,adobesensei
[218] data,science
[214] big,data
[211] 2016,huge
[211] huge,artificial
[211] learning,year
[201] even,more

Top Word Pairs in Tweet in G1:
[970] machine,learning
[140] artificial,intelligence
[108] intelligence,machine
[105] sundar,pichai
[103] betting,big
[95] google,betting
[83] ai,machine
[77] learning,sundar
[45] big,ai
[44] data,science

Top Word Pairs in Tweet in G2:
[601] machine,learning
[102] ai,machinelearning
[100] learning,data
[90] data,science
[90] difference,between
[86] big,data
[72] machinelearning,datascience
[72] datascience,ai
[70] machinelearning,ai
[65] artificial,intelligence

Top Word Pairs in Tweet in G3:
[236] machine,learning
[235] powered,adobesensei
[168] adobedoccloud,power
[168] power,machine
[168] learning,hands
[168] hands,acrobat
[168] acrobat,reader's
[168] reader's,new
[168] new,scan
[168] scan,tool

Top Word Pairs in Tweet in G4:
[237] machine,learning
[198] artificial,intelligence
[194] intelligence,machine
[185] 2016,huge
[185] huge,artificial
[185] learning,year
[185] year,deliver
[185] deliver,even
[185] even,more
[184] techreview,2016

Top Word Pairs in Tweet in G5:
[66] iot,ai
[66] dominate,2017
[65] cloud,bigdata
[65] bigdata,predictiveanalytics
[64] ai,machinelearning
[64] machinelearning,cloud
[64] predictiveanalytics,dominate
[64] 2017,teradata
[64] teradata,artificialintelligence
[63] deeplearn007,iot

Top Word Pairs in Tweet in G6:
[67] machine,learning
[19] apache,spark
[17] cloud,2017
[17] key,trends
[16] azure,voice
[16] voice,services
[13] datascience,ai
[13] services,machine
[12] ai,deeplearning
[12] 2017,seven

Top Word Pairs in Tweet in G7:
[81] machine,learning
[28] key,technologies
[28] technologies,delivering
[28] delivering,change
[28] change,1
[28] 1,analytics
[28] analytics,2
[28] 2,iot
[28] iot,3
[28] 3,security

Top Word Pairs in Tweet in G8:
[67] machine,learning
[41] betting,big
[40] artificial,intelligence
[28] google,betting
[27] intelligence,machine
[24] learning,sundarpichai
[17] big,artificial
[17] google,ceo
[15] economictimes,google
[15] ceo,sundarpichai

Top Word Pairs in Tweet in G9:
[77] machine,learning
[21] data,science
[16] data,mining
[15] python,r
[14] learning,data
[13] big,data
[11] python,machine
[11] 60,free
[11] free,books
[11] books,big

Top Word Pairs in Tweet in G10:
[57] machine,learning
[11] intelligence,machine
[9] 2016,analytics
[9] analytics,study
[9] study,defines
[9] defines,future
[8] msftnews,top
[8] top,10
[8] 10,posts
[8] posts,2016

Top Replied-To
Top Replied-To in Entire Graph:
@google
@ronald_vanloon
@kirkdborne
@jorishoendervan
@fabfederici
@nasakepler
@willknight
@portugalgdinvst
@dan_pepper
@geshlagesh

Top Replied-To in G1:
@warddurossette
@provadare
@mrjreid

Top Replied-To in G2:
@ronald_vanloon
@reworkcharlotte
@google

Top Replied-To in G6:
@kirkdborne
@ronald_vanloon
@mangroup

Top Replied-To in G8:
@google
@shivaroor

Top Replied-To in G10:
@willknight

Top Mentioned
Top Mentioned in Entire Graph:
@adobedoccloud
@acrobat
@adobesensei
@techreview
@deeplearn007
@jose_garde
@ronald_vanloon
@forbes
@grahampenrose2
@sundarpichai

Top Mentioned in G1:
@acoronadoc
@cloudlending
@scottia
@_sem
@motivitylabsinc

Top Mentioned in G2:
@jose_garde
@forbes
@bernardmarr
@machinelearnbot
@kdnuggets
@techrepublic
@ronald_vanloon
@heathwallace
@oryx_tech
@suniljose_

Top Mentioned in G3:
@adobedoccloud
@acrobat
@adobesensei
@danielmiessler
@brianroemmele

Top Mentioned in G4:
@techreview
@linkedin
@cioredaktion
@nvidiaai
@tensorflowp
@bintellist
@rosenchild
@oreillyai
@ibmwatson
@redo

Top Mentioned in G5:
@deeplearn007
@c0nvey
@brunogebarski
@euroeng_fr
@ainewsfeed
@newcleussg
@techreview
@cybersecint
@thecustomerguru
@fuzzylogix

Top Mentioned in G6:
@awscloud
@kirkdborne
@geekwire
@caro
@analyticsvidhya
@azure
@louiscolumbus
@infoq
@scmp_news
@siftscience

Top Mentioned in G7:
@valaafshar
@ipfconline1
@ronald_vanloon
@g
@gcosma1
@meisshaily
@evankirstel
@d
@stephaniejneal
@ffontanot

Top Mentioned in G8:
@sundarpichai
@economictimes
@httweets
@cnnnews18
@google
@bsindia
@r2drones
@gadgetsnow
@googleindia
@googleresearch

Top Mentioned in G9:
@ronald_vanloon
@finextra
@stanboyet
@pythonweekly
@tachyeonz
@sapforbanking
@sapfrance
@chboursin
@hgdata
@machinelearnbot

Top Mentioned in G10:
@mckinsey
@msftnews
@simonlporter
@timoelliott
@bobehayes
@forbes
@watchwith
@comcast
@sethgrimes
@maxidemuro

Top Tweeters
Top Tweeters in Entire Graph:
@thus_spake
@resilient_ent
@fortraders
@ivoteforbest
@nosqldigest
@michael_vasanth
@phildecarolis
@mathfi_jobs
@kumarmangla
@adamsmitht1

Top Tweeters in G1:
@thus_spake
@fortraders
@ivoteforbest
@michael_vasanth
@kumarmangla
@adamsmitht1
@politicsnext
@jbkavungal
@eworkde
@animesh1977

Top Tweeters in G2:
@robre62
@arkangelscrap
@biofares
@piyuanker12
@evankirstel
@lisabriercliffe
@primal
@itknowingness
@vikasjee
@aalbertjac

Top Tweeters in G3:
@keniticchoy
@ynoa1
@kwame_agyei
@an_ru1
@quemero20
@chukwubuikeb
@zahid_tanvir
@anutasergeevna_
@joy_ital
@queenofretweet

Top Tweeters in G4:
@zeekay15
@homeaiinfo
@keithmfitz
@rosenchild
@ceobillionaire
@jorgebarba
@rickking16
@montreal_ai
@ritmonegro
@igorcarron

Top Tweeters in G5:
@resilient_ent
@sectest9
@evanderburg
@hellzapoppin80
@untrade1
@drssuzanasugito
@brunogebarski
@freetree64
@sal286
@jandegoei

Top Tweeters in G6:
@dustcloud_io
@rober1236jua
@hokstadconsult
@kamromero
@scmp_news
@itcrowdsource
@kirkdborne
@amrokadri
@fareedaasf
@topcybernews

Top Tweeters in G7:
@valaafshar
@howardstrauber
@yolandavdzee
@nancyrubin
@wakeupmob
@vikramwkarve
@btptechsearch
@buzzsaffa
@hal_9000_ai
@palidaskp

Top Tweeters in G8:
@phildecarolis
@cnnnews18
@shailendra_nair
@httweets
@economictimes
@namo_updates
@varun18vijay
@smadygo
@jostsana945411
@mohitsmartlove

Top Tweeters in G9:
@dabby1220
@kingofpayments
@dukdaffe
@abby_retweet
@5thdimdreamz
@davfernandez
@sciencertbot
@danielscarvalho
@jeanlucmarini
@thomasclone

Top Tweeters in G10:
@simonlporter
@clickmediauk
@robotsarmy
@diversity54
@thugmetrics
@libertywalks
@bobehayes
@comcast
@msftnews
@timoelliott