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filter a sql table
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<li><a href="./sql/Sorting_results.html">Sorting results</a></li>
<li><a href="./sql/display_table_filter.html">Filter content of a TABLE</a></li>
<li><a href="./sql/display_table.html">Displaying the content of a TABLE</a></li>
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<h1>
Filter content of a TABLE
</h1>
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<time class="published" datetime="2018-08-04T16:35:00+02:00">
04 août 2018
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<div class='article_content'>
<h1>Filter content of a TABLE in SQL</h1>
<p>In this example, we will display the content of a table but we will filter out the results.
Since we are working in the notebook, we will load the sql extension in order to manipulate the database.
The database mydatabase.db is a SQLite database already created before the example.</p>
<div class="highlight"><pre><span></span><span class="c1">#load the extension</span>
<span class="o">%</span><span class="n">load_ext</span> <span class="n">sql</span>
<span class="c1">#connect to the database</span>
<span class="o">%</span><span class="n">sql</span> <span class="n">sqlite</span><span class="p">:</span><span class="o">///</span><span class="n">mydatabase</span><span class="o">.</span><span class="n">db</span>
</pre></div>
<div class="highlight"><pre><span></span>&#39;Connected: @mydatabase.db&#39;
</pre></div>
<h2>Filter content matching exactly a condition</h2>
<p>We want to extract all the entries in a dataframe that match a certain condition, in order to do so, we will use the following command : </p>
<p>SELECT * FROM TABLE WHERE column="condition"</p>
<p>In our example, we will filter all the entries in the tutyfrutty table whose color is yellow</p>
<div class="highlight"><pre><span></span><span class="o">%</span><span class="n">sql</span> <span class="n">SELECT</span> <span class="o">*</span> <span class="n">FROM</span> <span class="n">tutyfrutty</span> <span class="n">WHERE</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;yellow&quot;</span>
</pre></div>
<div class="highlight"><pre><span></span> * sqlite:///mydatabase.db
Done.
</pre></div>
<table>
<tr>
<th>index</th>
<th>fruit</th>
<th>color</th>
<th>kcal</th>
</tr>
<tr>
<td>0</td>
<td>Banana</td>
<td>yellow</td>
<td>89</td>
</tr>
<tr>
<td>3</td>
<td>lemon</td>
<td>yellow</td>
<td>15</td>
</tr>
</table>
<h2>Complex conditions</h2>
<p>You can build more complex conditions by using the keywords OR and AND</p>
<p>In the following example, we will filter all entries that are either yellow or red </p>
<div class="highlight"><pre><span></span><span class="o">%</span><span class="n">sql</span> <span class="n">SELECT</span> <span class="o">*</span> <span class="n">FROM</span> <span class="n">tutyfrutty</span> <span class="n">WHERE</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;yellow&quot;</span> <span class="n">OR</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;red&quot;</span>
</pre></div>
<div class="highlight"><pre><span></span> * sqlite:///mydatabase.db
Done.
</pre></div>
<table>
<tr>
<th>index</th>
<th>fruit</th>
<th>color</th>
<th>kcal</th>
</tr>
<tr>
<td>0</td>
<td>Banana</td>
<td>yellow</td>
<td>89</td>
</tr>
<tr>
<td>2</td>
<td>Apple</td>
<td>red</td>
<td>52</td>
</tr>
<tr>
<td>3</td>
<td>lemon</td>
<td>yellow</td>
<td>15</td>
</tr>
<tr>
<td>7</td>
<td>Cranberry</td>
<td>red</td>
<td>308</td>
</tr>
</table>
<p>Note : when combining multiple conditions with AND and OR, be careful to use parentesis where needed</p>
<h2>Conditions matching a pattern</h2>
<p>You can also use the LIKE keyword in order to find all entries that match a certain pattern. In our example, we want to find all fruits begining with a "l". In order to do so, we will use the LIKE keyword and the wildcard "%" meaning any string</p>
<div class="highlight"><pre><span></span><span class="o">%</span><span class="n">sql</span> <span class="n">SELECT</span> <span class="o">*</span> <span class="n">FROM</span> <span class="n">tutyfrutty</span> <span class="n">WHERE</span> <span class="n">fruit</span> <span class="n">LIKE</span> <span class="s2">&quot;l%&quot;</span>
</pre></div>
<div class="highlight"><pre><span></span> * sqlite:///mydatabase.db
Done.
</pre></div>
<table>
<tr>
<th>index</th>
<th>fruit</th>
<th>color</th>
<th>kcal</th>
</tr>
<tr>
<td>3</td>
<td>lemon</td>
<td>yellow</td>
<td>15</td>
</tr>
<tr>
<td>4</td>
<td>lime</td>
<td>green</td>
<td>30</td>
</tr>
</table>
<h2>Numerical conditions</h2>
<p>When we are working with numerical data, we can use the GREATER THAN &gt; and SMALLER THAN &lt; operators </p>
<div class="highlight"><pre><span></span><span class="o">%</span><span class="n">sql</span> <span class="n">SELECT</span> <span class="o">*</span> <span class="n">FROM</span> <span class="n">tutyfrutty</span> <span class="n">WHERE</span> <span class="n">kcal</span> <span class="o">&lt;</span> <span class="mi">47</span>
</pre></div>
<div class="highlight"><pre><span></span> * sqlite:///mydatabase.db
Done.
</pre></div>
<table>
<tr>
<th>index</th>
<th>fruit</th>
<th>color</th>
<th>kcal</th>
</tr>
<tr>
<td>3</td>
<td>lemon</td>
<td>yellow</td>
<td>15</td>
</tr>
<tr>
<td>4</td>
<td>lime</td>
<td>green</td>
<td>30</td>
</tr>
<tr>
<td>5</td>
<td>plum</td>
<td>purple</td>
<td>28</td>
</tr>
</table>
<p>If we want the condition to be inclusive we can use the operator &lt;= (alternatively &gt;=)</p>
<div class="highlight"><pre><span></span><span class="o">%</span><span class="n">sql</span> <span class="n">SELECT</span> <span class="o">*</span> <span class="n">FROM</span> <span class="n">tutyfrutty</span> <span class="n">WHERE</span> <span class="n">kcal</span> <span class="o">&lt;=</span> <span class="mi">47</span>
</pre></div>
<div class="highlight"><pre><span></span> * sqlite:///mydatabase.db
Done.
</pre></div>
<table>
<tr>
<th>index</th>
<th>fruit</th>
<th>color</th>
<th>kcal</th>
</tr>
<tr>
<td>1</td>
<td>Orange</td>
<td>orange</td>
<td>47</td>
</tr>
<tr>
<td>3</td>
<td>lemon</td>
<td>yellow</td>
<td>15</td>
</tr>
<tr>
<td>4</td>
<td>lime</td>
<td>green</td>
<td>30</td>
</tr>
<tr>
<td>5</td>
<td>plum</td>
<td>purple</td>
<td>28</td>
</tr>
</table>
</div>
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<p>Everything on this site is avaliable on GitHub. Head on over and <a href='https://github.com/redoules/redoules.github.io/issues/new'>submit an issue.</a> You can also message me directly by <a href='mailto:guillaume.redoules@gadz.org'>email</a>.</p>
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tipuesearch_content.json
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