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<title>Как обучение на Hexlet помогло участию в хакатоне (Дневник студента) | Блог Хекслета</title>
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Главное подобрать правильный хакатон. На который хватит ваших сил и рвения, благо, сейчас их предостаточно. \n\n::programs\n\nНедавно мы с другом увидели рекламу о запуске нестандартного хакатона \"NEW DATA TECH\", который организовала платформа Digital Leader. Нестандартность заключалась в том, что заданием на работу было: \n\n- Сформулировать оригинальную/смешную/креативную гипотезу.\n- Выбрать датасет.\n- Проанализировать данные.\n- Визуализировать результат.\n\nПо сути - пустое поле для полета фантазии. Основной момент, который зацепил, это необязательность серьезной математической или научной обоснованности гипотезы, да и самой работы.\n\nГрубо говоря задание звучало так, ребята, сделайте что-то прикольное, по возможности красивое и умное. Забегу сразу вперед, мы выбрали что-то одно :D \n\nПри работе над проектом нужно было использовать открытые данные, найденные в сети, или собранные самостоятельно.\nВ основном именно в этом, как мне кажется, и была трудность у многих ребят — найти прикольный датасет и сформулировать не менее прикольную гипотезу к нему.\n\nИдея пришла практически сразу, нужно сделать что-то про велосипедистов, ну знаете, пристрастие к педальному другу и все дела. Поиски интересного датасета заняли немалое количество времени. Итогами поиска стал [данный](https://dtp-stat.ru/moskva/) веб-ресурс, на котором ребята собирают данные об авариях из официальных источников ГИБДД, так что данным можно доверять. Но, к сожалению, открытых API у данного ресурса нет. А если делать ручной [веб-скрейпинг](https://ru.wikipedia.org/wiki/Веб-скрейпинг), то это как-то скучно, долго — мы же все-таки не зря учили на Хекслете JS, верно? \n\nДа, наконец, мы пришли к тому, что обучение дало свои плоды — написали скрипт, который вы можете посмотреть вот [тут](https://repl.it/@N0thingArts/ExcitedNavyMigration#index.js). С его помощью мы собрали данные о количестве ДТП с участием велосипедистов в Москве, на каждый день в промежутке с начала 2015 года по конец 2019 года. \n\nОбразовались два вопроса, первый довольно банальный: когда безопаснее ездить на велосипеде, летом или зимой? А второй, чуть более интересный, какой день недели самый травмоопасный для велосипедиста? \n\nДля ответа на первый вопрос мы просто посчитали данные помесячно и сделали простой график. Для второго вопроса мы посчитали количество ДТП подневно, разбивая промежуток на 5 лет. Далее вычислили среднее значение и медиану у числовых рядов, которые у нас образовались.\n\nВроде бы готово.\n\nОсталось только как-то интересно стилизовать или визуализировать. Вспомнилась старая классная игра, в которую многие из нас играли, ещё на кнопочных телефонах (да, такие были) - Gravity Defied.\n\nСобственно, придумано - сделано. Результаты и полная работа [тут](https://hackathon.digitalleader.org/contest-photo/19/). Не садитесь в среду на велосипед, во всяком случае в Москве! Кстати, победитель хакатона выбирается зрительским (онлайн) голосованием, и я не могу не попросить у вас, членов коммьюнити Hexlet, помощи.\n\n::posts\n\nГолосовать за нашу работу, а так же увидеть полученные у нас графики, можно кликнув [сюда](https://hackathon.digitalleader.org/contest-photo/19/). Нужно нажать на сердечко и зайти через гугл или соцсеть.\n\nТак как до конца голосования остался 1 день, важен каждый голос, и твой, мой дорогой друг, тоже.\nСпасибо! [Вариант](https://hackathon.digitalleader.org/wp-content/uploads/2020/11/НаумовОлег_визуал_велосипеды-Олег-Наумов.png \"title\")","reading_time":1,"url":"https://ru.hexlet.io/blog/posts/kak-obuchenie-na-hexlet-pomoglo-uchastiyu-v-hakatone","cover_thumb_variant":null,"cover_list_variant":"/vite/assets/blog_post-7eTyeLLt.webp","cover_main_variant":"/vite/assets/blog_post-7eTyeLLt.webp","related_stacks_count":5},"relatedPosts":[{"model_name":"BlogPost","id":1128,"title":"Мой второй первый раз","slug":"moy-vtoroy-pervyy-raz","summary":"О прошлом и будущем моего взаимодействия с Hexlet.","created_at":"2020-11-23T00:30:46.600Z","published_at":"2020-12-10T13:21:16.509Z","cover_list_variant":"/vite/assets/blog_post-7eTyeLLt.webp"},{"model_name":"BlogPost","id":1127,"title":"Первый проект - cедьмая неделя обучения","slug":"pervyy-proekt-cedmaya-nedelya-obucheniya","summary":"Прохождение первого проекта, седьмая неделя обучения на Хекслет.\r\n","created_at":"2020-11-22T20:02:01.544Z","published_at":"2020-12-08T18:31:15.099Z","cover_list_variant":"/vite/assets/blog_post-7eTyeLLt.webp"},{"model_name":"BlogPost","id":1108,"title":"Шестая неделя на хекслете","slug":"shestaya-nedelya-na-hekslete","summary":"Итоги шестой недели обучения на Хекслете.","created_at":"2020-11-15T16:12:05.108Z","published_at":"2020-12-08T18:29:36.512Z","cover_list_variant":"/vite/assets/blog_post-7eTyeLLt.webp"}],"category":{"id":14,"name":"Дневник студента","slug":"student-diary","state":"published","created_at":"2019-02-25T13:27:09.471Z"},"mainStackCategory":{"id":1,"name":"Курсы по аналитике данных","slug":"data_analytics","short_name":"Аналитика","order":3,"state":"published","category_slug":"courses_data_analytics"},"categories":[{"id":6,"name":"Мотивация","slug":"motivation","state":"published","created_at":"2016-10-06T18:31:38.903Z"},{"id":3,"name":"Истории 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style="--group-gap:calc(0.1875rem * var(--mantine-scale));--group-align:center;--group-justify:flex-start;--group-wrap:wrap;margin-inline-end:var(--mantine-spacing-lg)" class="m_4081bf90 mantine-Group-root">30 ноября 2020 г.</div><div style="--group-gap:calc(0.1875rem * var(--mantine-scale));--group-align:center;--group-justify:flex-start;--group-wrap:wrap" class="m_4081bf90 mantine-Group-root"><div style="--ti-size:var(--ti-size-xs);--ti-bg:transparent;--ti-color:var(--mantine-color-indigo-light-color);--ti-bd:calc(0.0625rem * var(--mantine-scale)) solid transparent;color:inherit" class="m_7341320d mantine-ThemeIcon-root" data-variant="transparent" data-size="xs"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="tabler-icon tabler-icon-clock "><path d="M3 12a9 9 0 1 0 18 0a9 9 0 0 0 -18 0"></path><path d="M12 7v5l3 3"></path></svg></div>1 минута</div><div style="--group-gap:calc(0.1875rem * var(--mantine-scale));--group-align:center;--group-justify:flex-start;--group-wrap:wrap" class="m_4081bf90 mantine-Group-root"><div style="--ti-size:var(--ti-size-xs);--ti-bg:transparent;--ti-color:var(--mantine-color-indigo-light-color);--ti-bd:calc(0.0625rem * var(--mantine-scale)) solid transparent;color:inherit" class="m_7341320d mantine-ThemeIcon-root" data-variant="transparent" data-size="xs"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="tabler-icon tabler-icon-thumb-up "><path d="M7 11v8a1 1 0 0 1 -1 1h-2a1 1 0 0 1 -1 -1v-7a1 1 0 0 1 1 -1h3a4 4 0 0 0 4 -4v-1a2 2 0 0 1 4 0v5h3a2 2 0 0 1 2 2l-1 5a2 3 0 0 1 -2 2h-7a3 3 0 0 1 -3 -3"></path></svg></div>4</div></div><div style="--ar-ratio:2" class="m_71ac47fc mantine-AspectRatio-root"><img style="--image-radius:var(--mantine-radius-md);--image-object-fit:cover;width:100%;height:100%" class="m_9e117634 mantine-Image-root" src="/vite/assets/blog_post-7eTyeLLt.webp" alt="Как обучение на Hexlet помогло участию в хакатоне"/></div></div><div role="link" tabindex="0" style="cursor:pointer"><button style="display:block;width:100%" class="mantine-focus-auto m_87cf2631 mantine-UnstyledButton-root" type="button" aria-label="Присоединяйтесь к нашему Telegram-сообществу"><div style="background-color:light-dark(var(--mantine-color-gray-1), var(--mantine-color-dark-6))" class="m_e615b15f mantine-Card-root m_1b7284a3 mantine-Paper-root"><div style="--group-gap:var(--mantine-spacing-md);--group-align:center;--group-justify:flex-start;--group-wrap:wrap" class="m_4081bf90 mantine-Group-root"><div style="--ti-bg:transparent;--ti-color:var(--mantine-color-indigo-light-color);--ti-bd:calc(0.0625rem * var(--mantine-scale)) solid transparent;margin-inline-end:auto;color:inherit" class="m_7341320d mantine-ThemeIcon-root" data-variant="transparent"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.2" stroke-linecap="round" stroke-linejoin="round" class="tabler-icon tabler-icon-brand-telegram "><path d="M15 10l-4 4l6 6l4 -16l-18 7l4 2l2 6l3 -4"></path></svg></div>Присоединяйтесь к нашему Telegram-сообществу</div></div></button></div><div style="margin-bottom:var(--mantine-spacing-xl)" class="m_d08caa0 mantine-Typography-root"><p><strong>Привет, дорогой друг!</strong></p>
<p>Как может помочь обучение на Hexlet участию в хакатоне по <em>Data Scienсe</em>?
Да очень просто. Главное подобрать правильный хакатон. На который хватит ваших сил и рвения, благо, сейчас их предостаточно.</p>
<style data-mantine-styles="inline">.__m__-_R_5derddmiub_{--carousel-slide-gap:var(--mantine-spacing-xs);--carousel-slide-size:70%;}@media(min-width: 36em){.__m__-_R_5derddmiub_{--carousel-slide-gap:var(--mantine-spacing-xl);--carousel-slide-size:50%;}}</style><div style="--carousel-control-size:calc(2.5rem * var(--mantine-scale));--carousel-controls-offset:var(--mantine-spacing-sm);margin-bottom:var(--mantine-spacing-lg);padding-block:var(--mantine-spacing-sm);background:var(--app-color-surface)" class="m_17884d0f mantine-Carousel-root responsiveClassName" data-orientation="horizontal" data-include-gap-in-size="true"><div class="m_39bc3463 mantine-Carousel-controls" data-orientation="horizontal"><button class="mantine-focus-auto m_64f58e10 mantine-Carousel-control m_87cf2631 mantine-UnstyledButton-root" type="button" data-inactive="true" data-type="previous" tabindex="-1"><svg viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg" 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m_1b7284a3 mantine-Paper-root" data-with-border="true"><div style="--group-gap:calc(0.25rem * var(--mantine-scale));--group-align:center;--group-justify:flex-start;--group-wrap:nowrap" class="m_4081bf90 mantine-Group-root"><span style="font-size:var(--mantine-font-size-sm)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">3 месяца</span><span class="mantine-focus-auto m_b6d8b162 mantine-Text-root">·</span><span style="font-size:var(--mantine-font-size-sm)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">С нуля</span></div><p style="margin-bottom:var(--mantine-spacing-sm);font-size:var(--mantine-font-size-h5);font-weight:bold" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Python для анализа данных</p><p class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Изучите Python для больших данных и аналитических задач</p><div style="margin-top:auto" class=""><div class="m_4451eb3a mantine-Center-root"><img style="opacity:0.8;width:70%" class="m_9e117634 mantine-Image-root mantine-visible-from-xs" src="https://hexlet.io/rails/active_storage/representations/proxy/eyJfcmFpbHMiOnsiZGF0YSI6Mzk1OSwicHVyIjoiYmxvYl9pZCJ9fQ==--39f076671bc03debdf48e861bbd4c34c3fd4aac8/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJ3ZWJwIiwicmVzaXplX3RvX2xpbWl0IjpbNDAwLDQwMF0sInNhdmVyIjp7InF1YWxpdHkiOjg1fX0sInB1ciI6InZhcmlhdGlvbiJ9fQ==--5b6f46dacd1af664f27558553a58076185091823/Data%20extraction-bro.png" alt="Python для анализа данных" loading="eager"/></div><div style="--group-gap:var(--mantine-spacing-md);--group-align:end;--group-justify:space-between;--group-wrap:wrap;margin-top:var(--mantine-spacing-xs)" class="m_4081bf90 mantine-Group-root"><p style="font-size:var(--mantine-font-size-xl)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">от 3 900 ₽</p><p style="font-size:var(--mantine-font-size-sm)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Посмотреть →</p></div></div></div></a></div></div><div class="m_d98df724 mantine-Carousel-slide" data-orientation="horizontal"><div tabindex="0" style="cursor:pointer;height:100%"><a style="text-decoration:none" class="mantine-focus-auto m_849cf0da m_b6d8b162 mantine-Text-root mantine-Anchor-root" data-underline="hover" href="/programs/data-analytics?promo_name=programs_list&promo_position=blog_post&promo_creative=catalog_card&promo_type=card" target="_blank"><div style="height:100%" class="m_e615b15f mantine-Card-root m_1b7284a3 mantine-Paper-root" data-with-border="true"><div style="--group-gap:calc(0.25rem * var(--mantine-scale));--group-align:center;--group-justify:flex-start;--group-wrap:nowrap" class="m_4081bf90 mantine-Group-root"><span style="font-size:var(--mantine-font-size-sm)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">7 месяцев</span><span class="mantine-focus-auto m_b6d8b162 mantine-Text-root">·</span><span style="font-size:var(--mantine-font-size-sm)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">С нуля</span></div><p 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style="--group-gap:var(--mantine-spacing-md);--group-align:end;--group-justify:space-between;--group-wrap:wrap;margin-top:var(--mantine-spacing-xs)" class="m_4081bf90 mantine-Group-root"><p style="font-size:var(--mantine-font-size-xl)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">от 4 395 ₽</p><p style="font-size:var(--mantine-font-size-sm)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Посмотреть →</p></div></div></div></a></div></div><div class="m_d98df724 mantine-Carousel-slide" data-orientation="horizontal"><div tabindex="0" style="cursor:pointer;height:100%"><a style="text-decoration:none" class="mantine-focus-auto m_849cf0da m_b6d8b162 mantine-Text-root mantine-Anchor-root" data-underline="hover" href="/programs/sql-for-data-analysts?promo_name=programs_list&promo_position=blog_post&promo_creative=catalog_card&promo_type=card" target="_blank"><div style="height:100%" class="m_e615b15f mantine-Card-root m_1b7284a3 mantine-Paper-root" data-with-border="true"><div style="--group-gap:calc(0.25rem * var(--mantine-scale));--group-align:center;--group-justify:flex-start;--group-wrap:nowrap" class="m_4081bf90 mantine-Group-root"><span style="font-size:var(--mantine-font-size-sm)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">3 месяца</span><span class="mantine-focus-auto m_b6d8b162 mantine-Text-root">·</span><span style="font-size:var(--mantine-font-size-sm)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Для продвинутых</span></div><p style="margin-bottom:var(--mantine-spacing-sm);font-size:var(--mantine-font-size-h5);font-weight:bold" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">SQL для анализа данных</p><p class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Изучите SQL, соединения, оконные функции</p><div style="margin-top:auto" class=""><div class="m_4451eb3a mantine-Center-root"><img style="opacity:0.8;width:70%" class="m_9e117634 mantine-Image-root mantine-visible-from-xs" 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style="cursor:pointer;height:100%"><a style="text-decoration:none" class="mantine-focus-auto m_849cf0da m_b6d8b162 mantine-Text-root mantine-Anchor-root" data-underline="hover" href="/programs/python?promo_name=programs_list&promo_position=blog_post&promo_creative=catalog_card&promo_type=card" target="_blank"><div style="height:100%" class="m_e615b15f mantine-Card-root m_1b7284a3 mantine-Paper-root" data-with-border="true"><div style="--group-gap:calc(0.25rem * var(--mantine-scale));--group-align:center;--group-justify:flex-start;--group-wrap:nowrap" class="m_4081bf90 mantine-Group-root"><span style="font-size:var(--mantine-font-size-sm)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">10 месяцев</span><span class="mantine-focus-auto m_b6d8b162 mantine-Text-root">·</span><span style="font-size:var(--mantine-font-size-sm)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">С нуля</span></div><p 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style="--group-gap:calc(0.25rem * var(--mantine-scale));--group-align:center;--group-justify:flex-start;--group-wrap:nowrap" class="m_4081bf90 mantine-Group-root"><span style="font-size:var(--mantine-font-size-sm)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">10 месяцев</span><span class="mantine-focus-auto m_b6d8b162 mantine-Text-root">·</span><span style="font-size:var(--mantine-font-size-sm)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">С нуля</span></div><p style="margin-bottom:var(--mantine-spacing-sm);font-size:var(--mantine-font-size-h5);font-weight:bold" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Node.js-разработчик</p><p class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Изучите JavaScript, Node.js, Fastify и REST API</p><div style="margin-top:auto" class=""><div class="m_4451eb3a mantine-Center-root"><img style="opacity:0.8;width:70%" class="m_9e117634 mantine-Image-root mantine-visible-from-xs" src="https://hexlet.io/rails/active_storage/representations/proxy/eyJfcmFpbHMiOnsiZGF0YSI6MzcyNSwicHVyIjoiYmxvYl9pZCJ9fQ==--2e84f5f94140ee4e22019ac479c290ef48c3fac8/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJ3ZWJwIiwicmVzaXplX3RvX2xpbWl0IjpbNDAwLDQwMF0sInNhdmVyIjp7InF1YWxpdHkiOjg1fX0sInB1ciI6InZhcmlhdGlvbiJ9fQ==--5b6f46dacd1af664f27558553a58076185091823/Static%20website-cuate.png" alt="Node.js-разработчик" loading="eager"/></div><div style="--group-gap:var(--mantine-spacing-md);--group-align:end;--group-justify:space-between;--group-wrap:wrap;margin-top:var(--mantine-spacing-xs)" class="m_4081bf90 mantine-Group-root"><p style="font-size:var(--mantine-font-size-xl)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">от 4 755 ₽</p><p style="font-size:var(--mantine-font-size-sm)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Посмотреть →</p></div></div></div></a></div></div><div class="m_d98df724 mantine-Carousel-slide" data-orientation="horizontal"><div tabindex="0" style="cursor:pointer;height:100%"><a style="text-decoration:none" class="mantine-focus-auto m_849cf0da m_b6d8b162 mantine-Text-root mantine-Anchor-root" data-underline="hover" href="/courses?promo_name=programs_list&promo_position=blog_post&promo_creative=catalog_card&promo_type=card"><div style="height:100%" class="m_e615b15f mantine-Card-root m_1b7284a3 mantine-Paper-root" data-with-border="true"><h2 style="--title-fw:var(--mantine-h2-font-weight);--title-lh:var(--mantine-h2-line-height);--title-fz:var(--mantine-h2-font-size);margin-bottom:var(--mantine-spacing-md);font-size:var(--mantine-font-size-h3)" class="m_8a5d1357 mantine-Title-root" data-order="2" data-responsive="true">Каталог</h2><p style="margin-bottom:auto" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Полный список доступных курсов по разным направлениям</p><div style="margin-top:auto" class=""><div class="m_4451eb3a mantine-Center-root"><img style="opacity:0.8;width:70%" class="m_9e117634 mantine-Image-root mantine-visible-from-xs" src="/vite/assets/development-BVihs_d5.png" alt="Orientation"/></div></div></div></a></div></div></div></div></div>
<p>Недавно мы с другом увидели рекламу о запуске нестандартного хакатона "NEW DATA TECH", который организовала платформа Digital Leader. Нестандартность заключалась в том, что заданием на работу было:</p>
<ul>
<li>Сформулировать оригинальную/смешную/креативную гипотезу.</li>
<li>Выбрать датасет.</li>
<li>Проанализировать данные.</li>
<li>Визуализировать результат.</li>
</ul>
<p>По сути - пустое поле для полета фантазии. Основной момент, который зацепил, это необязательность серьезной математической или научной обоснованности гипотезы, да и самой работы.</p>
<p>Грубо говоря задание звучало так, ребята, сделайте что-то прикольное, по возможности красивое и умное. Забегу сразу вперед, мы выбрали что-то одно </p><div></div><p></p>
<p>При работе над проектом нужно было использовать открытые данные, найденные в сети, или собранные самостоятельно.
В основном именно в этом, как мне кажется, и была трудность у многих ребят — найти прикольный датасет и сформулировать не менее прикольную гипотезу к нему.</p>
<p>Идея пришла практически сразу, нужно сделать что-то про велосипедистов, ну знаете, пристрастие к педальному другу и все дела. Поиски интересного датасета заняли немалое количество времени. Итогами поиска стал <a style="text-decoration:underline" class="mantine-focus-auto m_849cf0da m_b6d8b162 mantine-Text-root mantine-Anchor-root" data-underline="hover" href="https://dtp-stat.ru/moskva/" rel="noopener noreferrer" target="_blank">данный</a> веб-ресурс, на котором ребята собирают данные об авариях из официальных источников ГИБДД, так что данным можно доверять. Но, к сожалению, открытых API у данного ресурса нет. А если делать ручной <a style="text-decoration:underline" class="mantine-focus-auto m_849cf0da m_b6d8b162 mantine-Text-root mantine-Anchor-root" data-underline="hover" href="https://ru.wikipedia.org/wiki/%D0%92%D0%B5%D0%B1-%D1%81%D0%BA%D1%80%D0%B5%D0%B9%D0%BF%D0%B8%D0%BD%D0%B3" rel="noopener noreferrer" target="_blank">веб-скрейпинг</a>, то это как-то скучно, долго — мы же все-таки не зря учили на Хекслете JS, верно?</p>
<p>Да, наконец, мы пришли к тому, что обучение дало свои плоды — написали скрипт, который вы можете посмотреть вот <a style="text-decoration:underline" class="mantine-focus-auto m_849cf0da m_b6d8b162 mantine-Text-root mantine-Anchor-root" data-underline="hover" href="https://repl.it/@N0thingArts/ExcitedNavyMigration#index.js" rel="noopener noreferrer" target="_blank">тут</a>. С его помощью мы собрали данные о количестве ДТП с участием велосипедистов в Москве, на каждый день в промежутке с начала 2015 года по конец 2019 года.</p>
<p>Образовались два вопроса, первый довольно банальный: когда безопаснее ездить на велосипеде, летом или зимой? А второй, чуть более интересный, какой день недели самый травмоопасный для велосипедиста?</p>
<p>Для ответа на первый вопрос мы просто посчитали данные помесячно и сделали простой график. Для второго вопроса мы посчитали количество ДТП подневно, разбивая промежуток на 5 лет. Далее вычислили среднее значение и медиану у числовых рядов, которые у нас образовались.</p>
<p>Вроде бы готово.</p>
<p>Осталось только как-то интересно стилизовать или визуализировать. Вспомнилась старая классная игра, в которую многие из нас играли, ещё на кнопочных телефонах (да, такие были) - Gravity Defied.</p>
<p>Собственно, придумано - сделано. Результаты и полная работа <a style="text-decoration:underline" class="mantine-focus-auto m_849cf0da m_b6d8b162 mantine-Text-root mantine-Anchor-root" data-underline="hover" href="https://hackathon.digitalleader.org/contest-photo/19/" rel="noopener noreferrer" target="_blank">тут</a>. Не садитесь в среду на велосипед, во всяком случае в Москве! Кстати, победитель хакатона выбирается зрительским (онлайн) голосованием, и я не могу не попросить у вас, членов коммьюнити Hexlet, помощи.</p>
<style data-mantine-styles="inline">.__m__-_R_11derddmiub_{--carousel-slide-gap:var(--mantine-spacing-xs);--carousel-slide-size:80%;}@media(min-width: 36em){.__m__-_R_11derddmiub_{--carousel-slide-gap:var(--mantine-spacing-xl);--carousel-slide-size:50%;}}</style><div style="--carousel-control-size:calc(2.5rem * var(--mantine-scale));--carousel-controls-offset:var(--mantine-spacing-sm);margin-bottom:var(--mantine-spacing-lg);padding-block:var(--mantine-spacing-sm);background:var(--app-color-surface)" class="m_17884d0f mantine-Carousel-root responsiveClassName" data-orientation="horizontal" data-include-gap-in-size="true"><div class="m_39bc3463 mantine-Carousel-controls" data-orientation="horizontal"><button class="mantine-focus-auto m_64f58e10 mantine-Carousel-control m_87cf2631 mantine-UnstyledButton-root" type="button" data-inactive="true" data-type="previous" tabindex="-1"><svg viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg" style="transform:rotate(90deg);width:calc(1rem * var(--mantine-scale));height:calc(1rem * var(--mantine-scale));display:block"><path d="M3.13523 6.15803C3.3241 5.95657 3.64052 5.94637 3.84197 6.13523L7.5 9.56464L11.158 6.13523C11.3595 5.94637 11.6759 5.95657 11.8648 6.15803C12.0536 6.35949 12.0434 6.67591 11.842 6.86477L7.84197 10.6148C7.64964 10.7951 7.35036 10.7951 7.15803 10.6148L3.15803 6.86477C2.95657 6.67591 2.94637 6.35949 3.13523 6.15803Z" fill="currentColor" fill-rule="evenodd" clip-rule="evenodd"></path></svg></button><button class="mantine-focus-auto m_64f58e10 mantine-Carousel-control m_87cf2631 mantine-UnstyledButton-root" type="button" data-inactive="true" data-type="next" tabindex="-1"><svg viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg" style="transform:rotate(-90deg);width:calc(1rem * var(--mantine-scale));height:calc(1rem * var(--mantine-scale));display:block"><path d="M3.13523 6.15803C3.3241 5.95657 3.64052 5.94637 3.84197 6.13523L7.5 9.56464L11.158 6.13523C11.3595 5.94637 11.6759 5.95657 11.8648 6.15803C12.0536 6.35949 12.0434 6.67591 11.842 6.86477L7.84197 10.6148C7.64964 10.7951 7.35036 10.7951 7.15803 10.6148L3.15803 6.86477C2.95657 6.67591 2.94637 6.35949 3.13523 6.15803Z" fill="currentColor" fill-rule="evenodd" clip-rule="evenodd"></path></svg></button></div><div class="m_a2dae653 mantine-Carousel-viewport" data-type="media"><div class="m_fcd81474 mantine-Carousel-container __m__-_R_11derddmiub_" data-orientation="horizontal"><div class="m_d98df724 mantine-Carousel-slide" data-orientation="horizontal"><div tabindex="0" style="cursor:pointer;height:100%"><a style="text-decoration:none" class="mantine-focus-auto m_849cf0da m_b6d8b162 mantine-Text-root mantine-Anchor-root" data-underline="hover" href="/blog/posts/moy-vtoroy-pervyy-raz"><div style="padding-top:0rem;height:100%" class="m_e615b15f mantine-Card-root m_1b7284a3 mantine-Paper-root" data-with-border="true"><div style="margin-bottom:var(--mantine-spacing-sm)" class="m_599a2148 mantine-Card-section" data-first-section="true"><div style="--ar-ratio:2" class="m_71ac47fc mantine-AspectRatio-root"><img class="m_9e117634 mantine-Image-root" src="/vite/assets/blog_post-7eTyeLLt.webp" loading="lazy" alt="Мой второй первый раз"/></div></div><p style="margin-bottom:var(--mantine-spacing-xs);font-size:var(--mantine-font-size-lg);font-weight:bold" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Мой второй первый раз</p><p style="margin-bottom:auto" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">О прошлом и будущем моего взаимодействия с Hexlet.</p><div style="--group-gap:var(--mantine-spacing-md);--group-align:center;--group-justify:space-between;--group-wrap:wrap;margin-top:var(--mantine-spacing-lg);font-size:var(--mantine-font-size-sm)" class="m_4081bf90 mantine-Group-root">10 декабря 2020 г.<p style="font-size:inherit" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Посмотреть →</p></div></div></a></div></div><div class="m_d98df724 mantine-Carousel-slide" data-orientation="horizontal"><div tabindex="0" style="cursor:pointer;height:100%"><a style="text-decoration:none" class="mantine-focus-auto m_849cf0da m_b6d8b162 mantine-Text-root mantine-Anchor-root" data-underline="hover" href="/blog/posts/pervyy-proekt-cedmaya-nedelya-obucheniya"><div style="padding-top:0rem;height:100%" class="m_e615b15f mantine-Card-root m_1b7284a3 mantine-Paper-root" data-with-border="true"><div style="margin-bottom:var(--mantine-spacing-sm)" class="m_599a2148 mantine-Card-section" data-first-section="true"><div style="--ar-ratio:2" class="m_71ac47fc mantine-AspectRatio-root"><img class="m_9e117634 mantine-Image-root" src="/vite/assets/blog_post-7eTyeLLt.webp" loading="lazy" alt="Первый проект - cедьмая неделя обучения"/></div></div><p style="margin-bottom:var(--mantine-spacing-xs);font-size:var(--mantine-font-size-lg);font-weight:bold" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Первый проект - cедьмая неделя обучения</p><p style="margin-bottom:auto" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Прохождение первого проекта, седьмая неделя обучения на Хекслет.
</p><div style="--group-gap:var(--mantine-spacing-md);--group-align:center;--group-justify:space-between;--group-wrap:wrap;margin-top:var(--mantine-spacing-lg);font-size:var(--mantine-font-size-sm)" class="m_4081bf90 mantine-Group-root">8 декабря 2020 г.<p style="font-size:inherit" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Посмотреть →</p></div></div></a></div></div><div class="m_d98df724 mantine-Carousel-slide" data-orientation="horizontal"><div tabindex="0" style="cursor:pointer;height:100%"><a style="text-decoration:none" class="mantine-focus-auto m_849cf0da m_b6d8b162 mantine-Text-root mantine-Anchor-root" data-underline="hover" href="/blog/posts/shestaya-nedelya-na-hekslete"><div style="padding-top:0rem;height:100%" class="m_e615b15f mantine-Card-root m_1b7284a3 mantine-Paper-root" data-with-border="true"><div style="margin-bottom:var(--mantine-spacing-sm)" class="m_599a2148 mantine-Card-section" data-first-section="true"><div style="--ar-ratio:2" class="m_71ac47fc mantine-AspectRatio-root"><img class="m_9e117634 mantine-Image-root" src="/vite/assets/blog_post-7eTyeLLt.webp" loading="lazy" alt="Шестая неделя на хекслете"/></div></div><p style="margin-bottom:var(--mantine-spacing-xs);font-size:var(--mantine-font-size-lg);font-weight:bold" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Шестая неделя на хекслете</p><p style="margin-bottom:auto" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Итоги шестой недели обучения на Хекслете.</p><div style="--group-gap:var(--mantine-spacing-md);--group-align:center;--group-justify:space-between;--group-wrap:wrap;margin-top:var(--mantine-spacing-lg);font-size:var(--mantine-font-size-sm)" class="m_4081bf90 mantine-Group-root">8 декабря 2020 г.<p style="font-size:inherit" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Посмотреть →</p></div></div></a></div></div></div></div></div>
<p>Голосовать за нашу работу, а так же увидеть полученные у нас графики, можно кликнув <a style="text-decoration:underline" class="mantine-focus-auto m_849cf0da m_b6d8b162 mantine-Text-root mantine-Anchor-root" data-underline="hover" href="https://hackathon.digitalleader.org/contest-photo/19/" rel="noopener noreferrer" target="_blank">сюда</a>. Нужно нажать на сердечко и зайти через гугл или соцсеть.</p>
<p>Так как до конца голосования остался 1 день, важен каждый голос, и твой, мой дорогой друг, тоже.
Спасибо! <a style="text-decoration:underline" class="mantine-focus-auto m_849cf0da m_b6d8b162 mantine-Text-root mantine-Anchor-root" data-underline="hover" href="https://hackathon.digitalleader.org/wp-content/uploads/2020/11/%D0%9D%D0%B0%D1%83%D0%BC%D0%BE%D0%B2%D0%9E%D0%BB%D0%B5%D0%B3_%D0%B2%D0%B8%D0%B7%D1%83%D0%B0%D0%BB_%D0%B2%D0%B5%D0%BB%D0%BE%D1%81%D0%B8%D0%BF%D0%B5%D0%B4%D1%8B-%D0%9E%D0%BB%D0%B5%D0%B3-%D0%9D%D0%B0%D1%83%D0%BC%D0%BE%D0%B2.png" title="title" rel="noopener noreferrer" target="_blank">Вариант</a></p></div><div class=""><div style="--group-gap:var(--mantine-spacing-md);--group-align:center;--group-justify:space-between;--group-wrap:wrap;margin-bottom:var(--mantine-spacing-lg)" class="m_4081bf90 mantine-Group-root"><div class="m_4451eb3a mantine-Center-root" data-inline="true"><div style="--ti-size:var(--ti-size-xs);--ti-bg:transparent;--ti-color:var(--mantine-color-indigo-light-color);--ti-bd:calc(0.0625rem * var(--mantine-scale)) solid transparent;margin-inline-end:var(--mantine-spacing-xs);color:inherit" class="m_7341320d mantine-ThemeIcon-root" data-variant="transparent" data-size="xs"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="tabler-icon tabler-icon-user "><path d="M8 7a4 4 0 1 0 8 0a4 4 0 0 0 -8 0"></path><path d="M6 21v-2a4 4 0 0 1 4 -4h4a4 4 0 0 1 4 4v2"></path></svg></div><p style="margin-inline-end:var(--mantine-spacing-xl)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root"></p><p class="mantine-focus-auto m_b6d8b162 mantine-Text-root">5 лет назад</p></div><div style="align-items:center" class="m_8bffd616 mantine-Flex-root __m__-_R_5dirddmiub_"><a style="display:inline-flex" class="mantine-focus-auto m_849cf0da m_b6d8b162 mantine-Text-root mantine-Anchor-root" data-underline="hover" href="/blog/posts/kak-obuchenie-na-hexlet-pomoglo-uchastiyu-v-hakatone/votes"><div style="--ti-size:var(--ti-size-sm);--ti-bg:transparent;--ti-color:var(--mantine-color-indigo-light-color);--ti-bd:calc(0.0625rem * var(--mantine-scale)) solid transparent;margin-inline-end:var(--mantine-spacing-xs);color:inherit" class="m_7341320d mantine-ThemeIcon-root" data-variant="transparent" data-size="sm"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="tabler-icon tabler-icon-thumb-up "><path d="M7 11v8a1 1 0 0 1 -1 1h-2a1 1 0 0 1 -1 -1v-7a1 1 0 0 1 1 -1h3a4 4 0 0 0 4 -4v-1a2 2 0 0 1 4 0v5h3a2 2 0 0 1 2 2l-1 5a2 3 0 0 1 -2 2h-7a3 3 0 0 1 -3 -3"></path></svg></div></a><p class="mantine-focus-auto m_b6d8b162 mantine-Text-root">4</p></div></div></div><div style="background-color:var(--mantine-color-indigo-light);border:calc(0.0625rem * var(--mantine-scale)) solid transparent;padding:var(--mantine-spacing-xl)" class="m_e615b15f mantine-Card-root m_1b7284a3 mantine-Paper-root"><p style="margin-bottom:var(--mantine-spacing-sm);font-size:var(--mantine-font-size-h4)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Читайте также:</p><ul style="margin-inline-start:var(--mantine-spacing-lg)" class="m_abbac491 mantine-List-root"><li style="margin-bottom:var(--mantine-spacing-sm)" class="m_abb6bec2 mantine-List-item" data-with-icon="true"><div class="m_75cd9f71 mantine-List-itemWrapper"><span class="m_60f83e5b mantine-List-itemIcon"><div class="m_4451eb3a mantine-Center-root"><div style="--ti-size:var(--ti-size-xs);--ti-bg:transparent;--ti-color:var(--mantine-color-indigo-light-color);--ti-bd:calc(0.0625rem * var(--mantine-scale)) solid transparent;color:inherit" class="m_7341320d mantine-ThemeIcon-root" data-variant="transparent" data-size="xs"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" 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