<?xml version="1.0" encoding="UTF-8"?><oembed><type>video</type><version>1.0</version><html>&lt;iframe src=&quot;https://www.loom.com/embed/201a2be2c9ed42a1b5a27e3f41963c56&quot; frameborder=&quot;0&quot; width=&quot;1920&quot; height=&quot;1440&quot; webkitallowfullscreen mozallowfullscreen allowfullscreen&gt;&lt;/iframe&gt;</html><height>1440</height><width>1920</width><provider_name>Loom</provider_name><provider_url>https://www.loom.com</provider_url><thumbnail_height>1440</thumbnail_height><thumbnail_width>1920</thumbnail_width><thumbnail_url>https://cdn.loom.com/sessions/thumbnails/201a2be2c9ed42a1b5a27e3f41963c56-1699009564799.gif</thumbnail_url><duration>850.8599999999998</duration><title># 4. Redatam7: Fast operations using the &amp;quot;Frequencies&amp;quot;, the &amp;quot;Ribbon&amp;quot; and &amp;quot;Code using Programs&amp;quot;: Indigenous Nations, Spoken Languages and Gender</title><description>In this tutorial, the speaker demonstrates how to perform fast operations with Redatam, a data analysis tool, using a Bolivian census dataset. They start by showing how to find and analyze information about the distribution of genders, with more women than men in the census. Then, they explore the first language people learned to speak, highlighting the prevalence of Spanish, Aymara, and Quechua. The speaker also mentions the presence of other languages, such as German, Chinese, and Japanese. They express their appreciation for the quality of the Bolivian census data and discuss the potential for further analysis, such as housing types. The tutorial concludes with a brief explanation of how to save the data in an Excel format for further exploration.

-The tutorial covers analyzing gender distribution and the first language learned in the Bolivian census dataset.
-It highlights the prevalence of Spanish and other languages like Aymara and Quechua as the first languages learned.
-The speaker mentions the potential for further analysis, particularly related to housing types in the census data.</description></oembed>