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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 ""machine learning"", 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