<p><div><div><div><div data-show-faces="false" data-height="21" data-width="100" data-layout="button_count" data-send="true" data-href="https://www.r-bloggers.com/the-10-data-science-crack-commandments/"></div></div><div></div></div><div></div></div>
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(This article was first published on <strong><a href="http://feedproxy.google.com/~r/RstatsMikeJackTzen/~3/59H9QPY4QOo/"> rstats – MikeJackTzen</a></strong>, and kindly contributed to <a rel="nofollow" href="https://www.r-bloggers.com/">R-bloggers)</a> </div>
<p><a rel="nofollow" href="https://mikejacktzen.files.wordpress.com/2018/03/big_throws_bottle.gif" target="_blank"><img data-orig-file="https://mikejacktzen.files.wordpress.com/2018/03/big_throws_bottle.gif?w=456" data-orig-size="384,288" data-medium-file="https://mikejacktzen.files.wordpress.com/2018/03/big_throws_bottle.gif?w=456?w=300" data-attachment-id="902" data-image-meta="{" data-image-description="" src="https://mikejacktzen.files.wordpress.com/2018/03/big_throws_bottle.gif?w=456" data-permalink="https://mikejacktzen.wordpress.com/2018/03/31/the-10-data-science-crack-commandments/big_throws_bottle-gif/" data-large-file="https://mikejacktzen.files.wordpress.com/2018/03/big_throws_bottle.gif?w=456?w=384" alt="" data-image-title="big_throws_bottle.gif" data-comments-opened="1" class="wp-image-902" data-recalc-dims="1"></a></p>
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<blockquote lang="en" class="twitter-tweet">
<p>yo @<a rel="nofollow" href="https://twitter.com/JoshdelaRosa1" target="_blank">JoshdelaRosa1</a> @<a rel="nofollow" href="https://twitter.com/jimmylovestea" target="_blank">jimmylovestea</a> what are the 10 crack commandments for data science</p>
<p>— <br>MikeJackTzen (@MKJCKTZN) <a rel="nofollow" data-datetime="2017-12-01T23:28:49+00:00" href="http://twitter.com/#!/MKJCKTZN/status/936738888734859264" target="_blank">December 01, 2017</a></p></blockquote>
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<div> <span>It’s the ten </span><span>crack</span><span> commandments, what? homie can’t tell me nothing about this code Can’t tell me nothing about these #rstats</span></div>
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<p>Number 1, make a function from a script. Everyone knows we’re to busy to be copy/pasting shit</p>
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<p><a rel="nofollow" href="http://adv-r.had.co.nz/Functions.html" target="_blank">http://adv-r.had.co.nz/Functions.html</a></p>
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<p>Number 2, never let ’em know your data manipulation moves. Don’t you know Bad Boys move in silence and violence?</p>
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<div><a rel="nofollow" href="http://andrewgelman.com/2018/03/13/fear-many-people-drawing-wrong-lessons-wansink-saga-focusing-procedural-issues-p-hacking-rather-scientifically-important-concerns-2/" target="_blank">http://andrewgelman.com/2018/03/13/fear-many-people-drawing-wrong-lessons-wansink-saga-focusing-procedural-issues-p-hacking-rather-scientifically-important-concerns-2/</a></div>
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<p>Number 3: never trust point-o-five p’s, your moms’ll set that ass up, properly gassed up, hoodie to mask up, for that fast buck</p>
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<p><a rel="nofollow" href="https://www.nature.com/articles/s41562-017-0189-z" target="_blank">https://www.nature.com/articles/s41562-017-0189-z</a></p>
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<p>Number 4: I know you heard this before “Never compute high on your own CPU supply”</p>
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<div><a rel="nofollow" href="https://arxiv.org/abs/1410.0846" target="_blank">https://arxiv.org/abs/1410.0846</a></div>
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<p>Number 5: never store PII where you rest at</p>
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<p><a rel="nofollow" href="https://www2.census.gov/foia/ds_policies/ds007.pdf" target="_blank">https://www2.census.gov/foia/ds_policies/ds007.pdf</a></p>
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<p>Number 6: that goddamn STATA*? Dead it You think a crackhead paying you back, shit forget it! (*STATA/SAS/SPSS)</p>
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<p><a rel="nofollow" href="https://thomaswdinsmore.com/2018/03/07/sas-is-on-the-brink-of-something/#comment-10243" target="_blank">https://thomaswdinsmore.com/2018/03/07/sas-is-on-the-brink-of-something/#comment-10243</a></p>
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<p>Numero Siete: this rule is so underrated Keep your training and test set completely seperated Money and blood don’t mix like two…</p>
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<p><a rel="nofollow" href="https://statistics.stanford.edu/research/estimating-error-rate-prediction-rule-improvements-cross-validation" target="_blank">https://statistics.stanford.edu/research/estimating-error-rate-prediction-rule-improvements-cross-validation</a></p>
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<p>Number 8, always keep survey weights on you. Them cats that squeeze your guns can ask what population your stats generalize to</p>
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<p><a rel="nofollow" href="https://www.statschat.org.nz/2016/10/25/oversampling/" target="_blank">https://www.statschat.org.nz/2016/10/25/oversampling/</a></p>
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<p>Number 9 shoulda been Number 1 to me: If you ain’t gettin’ representative samples stay the fuck from police data</p>
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<p><a rel="nofollow" href="https://www.vox.com/2016/7/11/12148452/police-shootings-racism-study" target="_blank">https://www.vox.com/2016/7/11/12148452/police-shootings-racism-study</a></p>
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<p>Number 10, a strong word called Bayes-i-an Strictly for live men, not for freshmen</p>
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<p><a rel="nofollow" href="https://projecteuclid.org/euclid.aos/1176346785" target="_blank">https://projecteuclid.org/euclid.aos/1176346785</a></p>
<p> </p>
<h1>#RIPBIGGIE</h1>
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