giserh · August 29, 2015 14:23 · Jun 18, 2015 · Jun 18, 2015 · Jun 18, 2015 · Jun 18, 2015
diff --git a/hackNY data science talk 2015-06-15.md b/hackNY data science talk 2015-06-15.md
@@ -54,6 +54,8 @@ Links from talk "what is Data Science?" (hackNY lecture 2016-06-15):
 
 - [Whats A Startup? First Principles. | Steve Blank](http://steveblank.com/2010/01/25/whats-a-startup-first-principles/ "Visit this page") 
 
+- [Disruptive innovation (wikipedia)](https://en.wikipedia.org/wiki/Disruptive_innovation)
+
 ## data science including in industry
 
 - [CW/JMH class spring 2015](http://modelingsocialdata.org)

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+Links from talk "what is Data Science?" (hackNY lecture 2016-06-15):
+====
+
+## context
+
+- [google search trends: data science](https://www.google.com/trends/explore#q=%22data%20science%22%2C%20%22data%20scientist%22)
+
+- [indeed job trends: data science](http://www.indeed.com/jobtrends?q=%22data+science%22%2C%22data+scientist%22&l=)
+
+- [drew's data science venn diagram, sept 2010](http://drewconway.com/zia/2013/3/26/the-data-science-venn-diagram)
+
+- [har har](https://twitter.com/chrishwiggins/status/610468719169568769)
+
+## modern history (2009-2001)
+
+- [modern published origin: hammerbacher chapter](http://www.amazon.com/Beautiful-Data-Stories-Elegant-Solutions/dp/0596157118)
+
+- [contemporary discussion](http://flowingdata.com/2009/06/04/rise-of-the-data-scientist/#comment-30568)
+
+- [elaboration, 2009](http://flowingdata.com/2009/06/04/rise-of-the-data-scientist/#comment-30568)
+
+- [nathan's advisor, early advocate for "science of data"](http://www.journalism.columbia.edu/profile/428-mark-hansen/10)
+
+- [cleveland 2001 "data science"](http://www.stat.purdue.edu/~wsc/papers/datascience.pdf)
+
+- [cleveland publication list](http://www.stat.purdue.edu/~wsc/papers.html)
+
+## ancient history (1962-2000)
+
+- [tukey on visualization](http://stat-graphics.org/movies/prim9.html)
+
+- [tukey quotes and biography](http://www-history.mcs.st-and.ac.uk/Biographies/Tukey.html)
+
+- [john chambers on statistical computation including tukey influence](http://statweb.stanford.edu/~jmc4/papers/Neyman98.ps)
+
+- [tufte's VDQI](http://www.edwardtufte.com/tufte/books_vdqi)
+
+- [JWT's EDA](http://www.amazon.com/Exploratory-Data-Analysis-John-Tukey/dp/0201076160)
+
+## NYT
+
+- [TimesMachine: Thursday September 18, 1851 - NYTimes.com](http://timesmachine.nytimes.com/timesmachine/1851/09/18/issue.html "Visit this page") 
+- [The New York Times Introduces a Web Site - NYTimes.com](http://www.nytimes.com/1996/01/22/business/the-new-york-times-introduces-a-web-site.html "Visit this page") 
+
+- [The New York Times Company | The New York Times Company](http://www.nytco.com/ "Visit this page") 
+
+- [The leaked New York Times innovation report is one of the key documents of this media age Â» Nieman Journalism Lab](http://www.niemanlab.org/2014/05/the-leaked-new-york-times-innovation-report-is-one-of-the-key-documents-of-this-media-age/ "Visit this page") 
+
+- [How The New York Times Works](http://www.popularmechanics.com/technology/a14030/how-the-new-york-times-works/ "Visit this page") 
+
+- [Machine Learning For Journalism at The New York Times | Techjaw](http://techjaw.com/2015/02/01/machine-learning-for-journalism-at-the-new-york-times/?utm_content=buffer7adca&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer "Visit this page") 
+
+- [Free-fall: Adjusted for inflation, print newspaper advertising revenue in 2012 was lower than in 1950 - AEI | Carpe Diem Blog ](https://www.aei.org/publication/free-fall-adjusted-for-inflation-print-newspaper-advertising-revenue-in-2012-was-lower-than-in-1950/ "Visit this page") 
+
+- [Whats A Startup? First Principles. | Steve Blank](http://steveblank.com/2010/01/25/whats-a-startup-first-principles/ "Visit this page") 
+
+## data science including in industry
+
+- [CW/JMH class spring 2015](http://modelingsocialdata.org)
+
+- [FB paper](http://www.pnas.org/content/111/24/8788.full)
+
+- [NFLX on A/B testing](http://techblog.netflix.com/2012/04/netflix-recommendations-beyond-5-stars.html)
+
+- [GOOG on multi armed bandits](https://support.google.com/analytics/answer/2844870?hl=en)
+
+- [site with visaliztion of topic models for articles](http://daeilkim.com)
+
+- [example of an API](http://nsawatch.me/api)
+
+
+## learn more
+
+- [CW/JMH class data sciecne in R github repo](http://github.com/jhofman/msd2015)
+
+- [CW class data science in python repo](http://github.com/ledeprogram/courses/tree/master/algorithms/)
+
+- [example of playing with data hackNY alumus](http://abe.is/analyzing-citibike-usage/)
+
+- [list of datasets from JMH](http://modelingsocialdata.org/homework/2015/03/27/final-project.html)
+
+- [Big free stats book "elements of statistical learning theory"](http://statweb.stanford.edu/~tibs/ElemStatLearn/)
+
+- [textbook on staitsitcs in R w/o calculus](http://pluto.huji.ac.il/~msby/StatThink/)