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#outliers

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Technology Tales<p>Outliers are common in data across various industries. This guide by Iván Palomares Carrascosa details strategies to handle them, from removal to transformation, using Python. Techniques include removing outliers based on z-scores, applying transformations like logarithmic scaling, and capping/winsorizing values. <a href="https://mstdn.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataScience</span></a> <a href="https://mstdn.social/tags/Outliers" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Outliers</span></a> <a href="https://mstdn.social/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Python</span></a> <a href="https://mstdn.social/tags/DataAnalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataAnalysis</span></a> <a href="https://www.kdnuggets.com/dealing-with-outliers-a-complete-guide" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">kdnuggets.com/dealing-with-out</span><span class="invisible">liers-a-complete-guide</span></a></p>
WIST Quotations<p><a href="https://wist.info/gibbon-edward/1623/" rel="nofollow noopener noreferrer" target="_blank">A quotation from <b>Gibbon</b></a></p><blockquote>The laws of probability, so true in general, so fallacious in particular.</blockquote><p><b>Edward Gibbon</b> (1737-1794) English historian<br><i>Memoirs of My Life and Writings</i> (1796)</p> <p>Sourcing, notes: <a href="https://wist.info/gibbon-edward/1623/" rel="nofollow noopener noreferrer" target="_blank">wist.info/gibbon-edward/1623/</a></p><p><a href="https://my-place.social/search?tag=quote" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>quote</span></a> <a href="https://my-place.social/search?tag=quotes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>quotes</span></a> <a href="https://my-place.social/search?tag=quotation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>quotation</span></a> <a href="https://my-place.social/search?tag=generality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>generality</span></a> # likelihood <a href="https://my-place.social/search?tag=occurrence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>occurrence</span></a> <a href="https://my-place.social/search?tag=outliers" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>outliers</span></a> <a href="https://my-place.social/search?tag=particular" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>particular</span></a> <a href="https://my-place.social/search?tag=probability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>probability</span></a> <a href="https://my-place.social/search?tag=specifics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>specifics</span></a></p>