

<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"
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	<title>Pandas &#8211; Max的程式語言筆記</title>
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	<item>
		<title>Pandas 練習題</title>
		<link>https://stackoverflow.max-everyday.com/2019/04/pandas-exercises/</link>
					<comments>https://stackoverflow.max-everyday.com/2019/04/pandas-exercises/#respond</comments>
		
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		<pubDate>Tue, 23 Apr 2019 17:40:10 +0000</pubDate>
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		<category><![CDATA[Pandas]]></category>
		<category><![CDATA[Python]]></category>
		<guid isPermaLink="false">http://stackoverflow.max-everyday.com/?p=2750</guid>

					<description><![CDATA[numpy 和 Pandas 似乎超級火紅的，好...]]></description>
										<content:encoded><![CDATA[
<p>numpy 和 Pandas 似乎超級火紅的，好多python 的實體書都有安插詳細的教學，似乎應該找時間學一下。</p>



<hr class="wp-block-separator"/>



<p>對 Pandas 覺得不太熟練？最好的方式就是找練習題來複習課程中所學到的觀念，參考看看這個 github 開源專案:<br><a href="https://github.com/guipsamora/pandas_exercises">https://github.com/guipsamora/pandas_exercises</a></p>



<figure class="wp-block-embed-wordpress wp-block-embed is-type-wp-embed is-provider-soft-amp-share"><div class="wp-block-embed__wrapper">
https://softnshare.com/github-pandas-exercises/
</div></figure>



<hr class="wp-block-separator"/>



<h1 class="wp-block-heading">Pandas Exercises</h1>



<p>Fed up with a ton of tutorials but no easy way to find exercises I 
decided to create a repo just with exercises to practice pandas.
Don&#8217;t get me wrong, tutorials are great resources, but to learn is to 
do. So unless you practice you won&#8217;t learn.</p>



<p>There will be three different types of files:<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;1. Exercise instructions<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;2. Solutions without code<br>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;3. Solutions with code and comments</p>



<p>My suggestion is that you learn a topic in a tutorial or video and then do exercises.
Learn one more topic and do exercises. If you got the answer wrong, don&#8217;t go directly to the solution with code.</p>



<p>Suggestions and collaborations are more than welcome. Please open an issue or make a PR. <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f642.png" alt="🙂" class="wp-smiley" style="height: 1em; max-height: 1em;" /></p>



<h1 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises#lessons"></a></h1>



<h1 class="wp-block-heading">Lessons</h1>



<table class="wp-block-table"><thead><tr></tr></thead><tbody><tr><td><a href="https://github.com/guipsamora/pandas_exercises#getting-and-knowing">Getting and knowing</a></td><td><a href="https://github.com/guipsamora/pandas_exercises#merge">Merge</a></td><td><a href="https://github.com/guipsamora/pandas_exercises#time-series">Time Series</a></td></tr><tr><td><a href="https://github.com/guipsamora/pandas_exercises#filtering-and-sorting">Filtering and Sorting</a></td><td><a href="https://github.com/guipsamora/pandas_exercises#stats">Stats</a></td><td><a href="https://github.com/guipsamora/pandas_exercises#deleting">Deleting</a></td></tr><tr><td><a href="https://github.com/guipsamora/pandas_exercises#grouping">Grouping</a></td><td><a href="https://github.com/guipsamora/pandas_exercises#visualization">Visualization</a></td><td>Indexing</td></tr><tr><td><a href="https://github.com/guipsamora/pandas_exercises#apply">Apply</a></td><td><a href="https://github.com/guipsamora/pandas_exercises#creating-series-and-dataframes">Creating Series and DataFrames</a></td><td>Exporting</td></tr></tbody></table>



<h3 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises#getting-and-knowing"></a></h3>



<h3 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises/tree/master/01_Getting_%26_Knowing_Your_Data">Getting and knowing</a></h3>



<p><a href="https://github.com/guipsamora/pandas_exercises/tree/master/01_Getting_%26_Knowing_Your_Data/Chipotle">Chipotle</a><br>
<a href="https://github.com/guipsamora/pandas_exercises/tree/master/01_Getting_%26_Knowing_Your_Data/Occupation">Occupation</a><br>
<a href="https://github.com/guipsamora/pandas_exercises/tree/master/01_Getting_%26_Knowing_Your_Data/World%20Food%20Facts">World Food Facts</a></p>



<h3 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises#filtering-and-sorting"></a></h3>



<h3 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises/tree/master/02_Filtering_%26_Sorting">Filtering and Sorting</a></h3>



<p><a href="https://github.com/guipsamora/pandas_exercises/tree/master/02_Filtering_%26_Sorting/Chipotle">Chipotle</a><br>
<a href="https://github.com/guipsamora/pandas_exercises/tree/master/02_Filtering_%26_Sorting/Euro12">Euro12</a><br>
<a href="https://github.com/guipsamora/pandas_exercises/tree/master/02_Filtering_%26_Sorting/Fictional%20Army">Fictional Army</a></p>



<h3 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises#grouping"></a></h3>



<h3 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises/tree/master/03_Grouping">Grouping</a></h3>



<p><a href="https://github.com/guipsamora/pandas_exercises/tree/master/03_Grouping/Alcohol_Consumption">Alcohol Consumption</a><br>
<a href="https://github.com/guipsamora/pandas_exercises/tree/master/03_Grouping/Occupation">Occupation</a><br>
<a href="https://github.com/guipsamora/pandas_exercises/tree/master/03_Grouping/Regiment">Regiment</a></p>



<h3 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises#apply"></a></h3>



<h3 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises/tree/master/04_Apply">Apply</a></h3>



<p><a href="https://github.com/guipsamora/pandas_exercises/tree/master/04_Apply/Students_Alcohol_Consumption">Students Alcohol Consumption</a><br>
<a href="https://github.com/guipsamora/pandas_exercises/tree/master/04_Apply/US_Crime_Rates">US_Crime_Rates</a></p>



<h3 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises#merge"></a></h3>



<h3 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises/tree/master/05_Merge">Merge</a></h3>



<p><a href="https://github.com/guipsamora/pandas_exercises/tree/master/05_Merge/Auto_MPG">Auto_MPG</a><br>
<a href="https://github.com/guipsamora/pandas_exercises/tree/master/05_Merge/Fictitous%20Names">Fictitious Names</a><br>
<a href="https://github.com/guipsamora/pandas_exercises/tree/master/05_Merge/Housing%20Market">House Market</a></p>



<h3 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises#stats"></a></h3>



<h3 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises/tree/master/06_Stats">Stats</a></h3>



<p><a href="https://github.com/guipsamora/pandas_exercises/tree/master/06_Stats/US_Baby_Names">US_Baby_Names</a><br>
<a href="https://github.com/guipsamora/pandas_exercises/tree/master/06_Stats/Wind_Stats">Wind_Stats</a></p>



<h3 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises#visualization"></a></h3>



<h3 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises/tree/master/07_Visualization">Visualization</a></h3>



<p><a href="https://github.com/guipsamora/pandas_exercises/tree/master/07_Visualization/Chipotle">Chipotle</a><br>
<a href="https://github.com/guipsamora/pandas_exercises/tree/master/07_Visualization/Titanic_Desaster">Titanic Disaster</a><br>
<a href="https://github.com/guipsamora/pandas_exercises/tree/master/07_Visualization/Scores">Scores</a><br>
<a href="https://github.com/guipsamora/pandas_exercises/tree/master/07_Visualization/Online_Retail">Online Retail</a><br>
<a href="https://github.com/guipsamora/pandas_exercises/tree/master/07_Visualization/Tips">Tips</a></p>



<h3 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises#creating-series-and-dataframes"></a></h3>



<h3 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises/tree/master/08_Creating_Series_and_DataFrames">Creating Series and DataFrames</a></h3>



<p><a href="https://github.com/guipsamora/pandas_exercises/tree/master/08_Creating_Series_and_DataFrames/Pokemon">Pokemon</a></p>



<h3 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises#time-series"></a></h3>



<h3 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises/tree/master/09_Time_Series">Time Series</a></h3>



<p><a href="https://github.com/guipsamora/pandas_exercises/tree/master/09_Time_Series/Apple_Stock">Apple_Stock</a><br>
<a href="https://github.com/guipsamora/pandas_exercises/tree/master/09_Time_Series/Getting_Financial_Data">Getting_Financial_Data</a><br>
<a href="https://github.com/guipsamora/pandas_exercises/tree/master/09_Time_Series/Getting_Financial_Data">Investor_Flow_of_Funds_US</a></p>



<h3 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises#deleting"></a></h3>



<h3 class="wp-block-heading"><a href="https://github.com/guipsamora/pandas_exercises/tree/master/10_Deleting">Deleting</a></h3>



<p><a href="https://github.com/guipsamora/pandas_exercises/tree/master/10_Deleting/Iris">Iris</a><br>
<a href="https://github.com/guipsamora/pandas_exercises/tree/master/10_Deleting/Wine">Wine</a></p>
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