На вебинаре научились выводить данные на графики, поработали с Jupyter Notebook и разобрали популярные Python-библиотеки для визуализации данных: Matplotlib, Seaborn, Plotly. Как итог — создадали понятный и полезный график с данными, чтобы закрепить полученные знания на практике.
Спикер: Роман Козлов
Аналитик Big Data/системный аналитик
Кластеризация, которую легко осуществить с помощью PyCaret
RFM-анализ для успешного сегментирования клиентов с помощью Python
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<h1 class="post-title">
Визуализация данных с помощью библиотек Python
</h1>
<a href="https://otus.ru/journal/vizualizaciya-dannyh-s-pomoshhju-bibliotek-python/" class="date-link" data-wpel-link="internal"><time class="post-date">22 июля, 2022</time></a>
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<p class="ez-toc-title " >Содержание</p>
<span class="ez-toc-title-toggle"><a href="#" class="ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle" aria-label="Toggle Table of Content"><span class="ez-toc-js-icon-con"><span class=""><span class="eztoc-hide" style="display:none;">Toggle</span><span class="ez-toc-icon-toggle-span"><svg style="fill: #999;color:#999" xmlns="http://www.w3.org/2000/svg" class="list-377408" width="20px" height="20px" viewBox="0 0 24 24" fill="none"><path d="M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z" fill="currentColor"></path></svg><svg style="fill: #999;color:#999" class="arrow-unsorted-368013" xmlns="http://www.w3.org/2000/svg" width="10px" height="10px" viewBox="0 0 24 24" version="1.2" baseProfile="tiny"><path d="M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z"/></svg></span></span></span></a></span></div>
<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class="ez-toc-link ez-toc-heading-1" href="#%D0%97%D0%B0%D0%BF%D0%B8%D1%81%D1%8C_%D0%BE%D1%82%D0%BA%D1%80%D1%8B%D1%82%D0%BE%D0%B3%D0%BE_%D1%83%D1%80%D0%BE%D0%BA%D0%B0_%D0%BA%D1%83%D1%80%D1%81%D0%B0_%C2%ABPython_%D0%B4%D0%BB%D1%8F_%D0%B0%D0%BD%D0%B0%D0%BB%D0%B8%D1%82%D0%B8%D0%BA%D0%B8%C2%BB" title="Запись открытого урока курса «Python для аналитики»">Запись открытого урока курса «Python для аналитики»</a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class="ez-toc-link ez-toc-heading-2" href="#%D0%A7%D0%B8%D1%82%D0%B0%D0%B9%D1%82%D0%B5_%D0%BD%D0%B0_%D0%A5%D0%B0%D0%B1%D1%80" title="Читайте на Хабр:">Читайте на Хабр:</a></li></ul></li></ul></li></ul></nav></div>
<h2 class="wp-block-heading"><span class="ez-toc-section" id="%D0%97%D0%B0%D0%BF%D0%B8%D1%81%D1%8C_%D0%BE%D1%82%D0%BA%D1%80%D1%8B%D1%82%D0%BE%D0%B3%D0%BE_%D1%83%D1%80%D0%BE%D0%BA%D0%B0_%D0%BA%D1%83%D1%80%D1%81%D0%B0_%C2%ABPython_%D0%B4%D0%BB%D1%8F_%D0%B0%D0%BD%D0%B0%D0%BB%D0%B8%D1%82%D0%B8%D0%BA%D0%B8%C2%BB"></span>Запись открытого урока курса <a href="https://otus.ru/lessons/python-dlja-analiza-dannyh/?utm_source=oj&utm_medium=affilate&utm_campaign=python-analysis&mxm=[[hash_metrika]]&relogin=True&token=[[token]]" target="_blank" rel="noreferrer noopener nofollow external" data-wpel-link="external" class="wpel-icon-right">«Python для аналитики»<span class="wpel-icon wpel-image wpel-icon-6"></span></a><span class="ez-toc-section-end"></span></h2>
<figure class="wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio"><div class="wp-block-embed__wrapper">
<iframe title="Демо-занятие курса «Python для аналитики»" width="770" height="433" src="https://www.youtube.com/embed/5jbip8rcEGk?feature=oembed" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
</div></figure>
<p>На вебинаре научились выводить данные на графики, поработали с Jupyter Notebook и разобрали популярные Python-библиотеки для визуализации данных: Matplotlib, Seaborn, Plotly. Как итог — создадали понятный и полезный график с данными, чтобы закрепить полученные знания на практике.</p>
<div class="wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-layout-2 wp-block-columns-is-layout-flex">
<div class="wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:15%">
<div class="wp-block-image"><figure class="aligncenter size-large"><img decoding="async" width="80" height="80" src="https://otus.ru/journal/wp-content/uploads/2022/07/Roman-Kozlov_80h80.png" alt="Визуализация данных с помощью библиотек Python" class="wp-image-4121"/></figure></div>
</div>
<div class="wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:2%"></div>
<div class="wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:55%">
<p class="has-text-align-left" style="line-height:1.5"><strong>Спикер: Роман Козлов</strong></p>
<p class="has-text-align-left" style="line-height:1.5">Аналитик Big Data/системный аналитик</p>
</div>
</div>
<hr class="wp-block-separator"/>
<h4 class="wp-block-heading"><span class="ez-toc-section" id="%D0%A7%D0%B8%D1%82%D0%B0%D0%B9%D1%82%D0%B5_%D0%BD%D0%B0_%D0%A5%D0%B0%D0%B1%D1%80"></span>Читайте на Хабр:<span class="ez-toc-section-end"></span></h4>
<p><a href="https://habr.com/ru/company/otus/blog/665434/" target="_blank" rel="noreferrer noopener nofollow external" data-wpel-link="external" class="wpel-icon-right">Матстат и опоздания на работу<span class="wpel-icon wpel-image wpel-icon-6"></span></a></p>
<p><a href="https://habr.com/ru/company/otus/blog/666376/" target="_blank" rel="noreferrer noopener nofollow external" data-wpel-link="external" class="wpel-icon-right">Кластеризация, которую легко осуществить с помощью PyCaret<span class="wpel-icon wpel-image wpel-icon-6"></span></a></p>
<p><a href="https://habr.com/ru/company/otus/blog/666862/" target="_blank" rel="noreferrer noopener nofollow external" data-wpel-link="external" class="wpel-icon-right">RFM-анализ для успешного сегментирования клиентов с помощью Python<span class="wpel-icon wpel-image wpel-icon-6"></span></a></p>
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