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add to style guides, elements & principles of data analysis
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MonkmanMH committed May 1, 2019
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3 changes: 3 additions & 0 deletions 02_data_science_defined.Rmd
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Expand Up @@ -82,6 +82,9 @@ Chester Ismay and Albert Y. Kim, 2017-08-02, [An Introduction to Statistical and
Jonny Brooks-Bartlett (2018-03-28) [Here’s why so many data scientists are leaving their jobs](https://towardsdatascience.com/why-so-many-data-scientists-are-leaving-their-jobs-a1f0329d7ea4) -- a splash of cold water realism in the face


Nate Oostendorp (2019-03-01) ["Radical Change Is Coming To Data Science Jobs"](https://www.forbes.com/sites/forbestechcouncil/2019/03/01/radical-change-is-coming-to-data-science-jobs/#5755e19bdfcc), forbes.com


***

## The skills of data science
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15 changes: 12 additions & 3 deletions 03_data_science_practice.Rmd
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Expand Up @@ -16,6 +16,8 @@ How does one approach a statistics or data science project?

Roger Peng, 2018-12-11, ["The Role of Theory in Data Analysis"](https://simplystatistics.org/2018/12/11/the-role-of-theory-in-data-analysis/)

Stephanie C. Hicks and Roger Peng, 2019-03-18, ["Elements and Principles of Data Analysis"](https://arxiv.org/abs/1903.07639v1), arXiv.org [@Hicks_Peng_2019]


### The function of data science: solving business problems

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## Coding practice

[Coding etiquette](https://ourcodingclub.github.io/2017/04/25/etiquette.html), a guide to writing clear, informative and easy-to-use #RStats code by /@/CodingClub


Joel Lee, 2017-12=22, [The Weirdest Programming Principles You’ve Never Heard Of](https://www.makeuseof.com/tag/weird-programming-principles/)


### Style guides for code

Hadley Wickham, [The tidyverse style guide](https://style.tidyverse.org/)

Hadley Wickham, ["Style Guide"](http://adv-r.had.co.nz/Style.html) chapter from [_Advanced R_](http://adv-r.had.co.nz/)

[Coding etiquette](https://ourcodingclub.github.io/2017/04/25/etiquette.html), a guide to writing clear, informative and easy-to-use #RStats code by /@/CodingClub
Henrik Bengtsson, [_R Coding Conventions (RCC) - a draft](https://docs.google.com/document/d/1esDVxyWvH8AsX-VJa-8oqWaHLs4stGlIbk8kLc5VlII/edit) (2009)


Joel Lee, 2017-12=22, [The Weirdest Programming Principles You’ve Never Heard Of](https://www.makeuseof.com/tag/weird-programming-principles/)
[_Google's R Style Guide_](https://google.github.io/styleguide/Rguide.xml)


### Version control
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15 changes: 15 additions & 0 deletions book.bib
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Expand Up @@ -143,6 +143,21 @@ @Book{Healy_2019
}


@article{Hicks_Peng_2019,
title = {Elements and Principles of Data Analysis},
author = {Stephanie C. Hicks and Roger D. Peng},
year = {2019},
journal = {arXiv.org},
volume = {},
number = {},
pages = {},
DOI = {},
url = {https://arxiv.org/abs/1903.07639v1}
}




@Book{Ismay_Kim_2018,
title = {Modern Dive: An Introduction to Statistical and Data Sciences via R},
author = {Chester Ismay and
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