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      <title>Visualizing London rental bike location data</title>
      <link>/posts/london-bike-data/</link>
      <pubDate>Wed, 15 Jul 2026 12:00:00 +0000</pubDate>
      <guid>/posts/london-bike-data/</guid>
      <description>&lt;p&gt;London has a great rental bike scheme that makes it easy to get around the city. Rather than free-floating you can rent bikes from fixed bike stations like the one shown below. If you get the yearly membership you even get a key that you can use to rent the bike without an app.&lt;/p&gt;&#xA;&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-python&#34; data-lang=&#34;python&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;Image&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;filename&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s1&#34;&gt;&amp;#39;map_images/station_photo.jpg&amp;#39;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt; &lt;span class=&#34;n&#34;&gt;width&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s1&#34;&gt;&amp;#39;400px&amp;#39;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt; &#xA;&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;&#xA;&#xA;&lt;img src=&#34;output_1_0.jpg&#34; alt=&#34;jpeg&#34; /&gt;&#xA;&lt;/p&gt;&#xA;&lt;p&gt;Moreover, Transport for London make the live rental station data available on &#xA;&lt;a href=&#34;https://tfl.gov.uk/tfl/syndication/feeds/cycle-hire/livecyclehireupdates.xml&#34; &#xA;&#xA;    target=&#34;_blank&#34;&#xA;    &gt;this endpoint&#xA;    &#xA;        &lt;span style=&#34;white-space: nowrap&#34;&gt;&amp;thinsp;&lt;svg&#xA;            style=&#34;height: 0.7em; width: 0.7em; padding-left: -0.2em;&#34; focusable=&#34;false&#34; data-prefix=&#34;fas&#34; data-icon=&#34;external-link-alt&#34;&#xA;            class=&#34;svg-inline--fa fa-external-link-alt fa-w-16&#34; role=&#34;img&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&#xA;            viewBox=&#34;0 0 512 512&#34;&gt;&#xA;            &lt;path fill=&#34;currentColor&#34;&#xA;                d=&#34;M432,320H400a16,16,0,0,0-16,16V448H64V128H208a16,16,0,0,0,16-16V80a16,16,0,0,0-16-16H48A48,48,0,0,0,0,112V464a48,48,0,0,0,48,48H400a48,48,0,0,0,48-48V336A16,16,0,0,0,432,320ZM488,0h-128c-21.37,0-32.05,25.91-17,41l35.73,35.73L135,320.37a24,24,0,0,0,0,34L157.67,377a24,24,0,0,0,34,0L435.28,133.32,471,169c15,15,41,4.5,41-17V24A24,24,0,0,0,488,0Z&#34;&gt;&#xA;            &lt;/path&gt;&#xA;        &lt;/svg&gt;&#xA;    &lt;/span&gt;&#xA;        &#xA;    &#xA;&lt;/a&gt;. I collected hourly snapshots of bike availability data over a month so I can play around with it with DuckDB&amp;rsquo;s new spatial features and QGIS.&lt;/p&gt;</description>
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