{"id":417,"date":"2025-04-19T23:11:50","date_gmt":"2025-04-19T22:11:50","guid":{"rendered":"https:\/\/juanluisacebal.com\/?p=417"},"modified":"2025-04-19T01:42:14","modified_gmt":"2025-04-19T00:42:14","slug":"visualizacion-dinamica-de-datos-financieros-con-airflow-y-streamlit","status":"publish","type":"post","link":"https:\/\/juanluisacebal.com\/index.php\/2025\/visualizacion-dinamica-de-datos-financieros-con-airflow-y-streamlit\/","title":{"rendered":"Visualizaci\u00f3n din\u00e1mica de datos financieros con Airflow y Streamlit"},"content":{"rendered":"\n<p>En este proyecto he desarrollado un flujo completo de tipo&nbsp;<strong>ETL (Extract, Transform, Load)<\/strong>&nbsp;para el an\u00e1lisis automatizado y visual de datos financieros.<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Extracci\u00f3n (Extract):<\/strong>Los datos hist\u00f3ricos de precios burs\u00e1tiles se obtienen autom\u00e1ticamente desde&nbsp;<strong>Yahoo Finance<\/strong>.<\/li>\n\n\n\n<li><strong>Transformaci\u00f3n y carga (Transform &amp; Load):<\/strong>Los datos se procesan y almacenan en una base de datos SQL mediante tareas programadas y controladas con&nbsp;<strong>Apache Airflow<\/strong>.\ud83d\udc49 Puedes acceder al orquestador en:&nbsp;<a href=\"http:\/\/airflow.juanluisacebal.com\/\">airflow.juanluisacebal.com<\/a><\/li>\n\n\n\n<li><strong>Visualizaci\u00f3n (Streamlit):<\/strong>Finalmente, los datos se presentan de forma visual e interactiva mediante una interfaz construida con&nbsp;<strong>Streamlit<\/strong>, lo que permite comparar diferentes valores normalizados entre s\u00ed.\ud83d\udc49 Interfaz de visualizaci\u00f3n:&nbsp;<a href=\"http:\/\/streamlit1.juanluisacebal.com\/\">streamlit1.juanluisacebal.com<\/a><\/li>\n<\/ol>\n\n\n\n<script type=\"text\/javascript\">\/\/ <![CDATA[\njQuery(document).ready(function(){\n\tsetInterval( function() { AutoiFrameAdjustiFrameHeight( 'auto-iframe', 50); }, 1000 );\n});\n\/\/ ]]><\/script>\n<iframe loading=\"lazy\" id=\"auto-iframe\" name=\"auto-iframe\" src=\"https:\/\/streamlit1.juanluisacebal.com\" width=\"100%\" height=\"1300\" frameborder=\"0\" scrolling=\"no\"onload=\"AutoiFrameAdjustiFrameHeight('auto-iframe',50);\"><\/iframe>\n\n\n\n<p>Este flujo es un ejemplo claro de c\u00f3mo automatizar la gesti\u00f3n y el an\u00e1lisis de datos financieros de principio a fin.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>En este proyecto he desarrollado un flujo completo de tipo&nbsp;ETL (Extract, Transform, Load)&nbsp;para el an\u00e1lisis automatizado y visual de datos financieros. Este flujo es un ejemplo claro de c\u00f3mo automatizar la gesti\u00f3n y el an\u00e1lisis de datos financieros de principio a fin.<\/p>\n","protected":false},"author":1,"featured_media":434,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[3,4,8],"tags":[],"class_list":["post-417","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data","category-etl","category-web"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/juanluisacebal.com\/wp-content\/uploads\/2025\/04\/image8-en-tamano-grande.png?fit=1280%2C853&ssl=1","jetpack-related-posts":[],"jetpack_shortlink":"https:\/\/wp.me\/pfPbyZ-6J","jetpack_sharing_enabled":true,"jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/juanluisacebal.com\/index.php\/wp-json\/wp\/v2\/posts\/417","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/juanluisacebal.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/juanluisacebal.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/juanluisacebal.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/juanluisacebal.com\/index.php\/wp-json\/wp\/v2\/comments?post=417"}],"version-history":[{"count":14,"href":"https:\/\/juanluisacebal.com\/index.php\/wp-json\/wp\/v2\/posts\/417\/revisions"}],"predecessor-version":[{"id":452,"href":"https:\/\/juanluisacebal.com\/index.php\/wp-json\/wp\/v2\/posts\/417\/revisions\/452"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/juanluisacebal.com\/index.php\/wp-json\/wp\/v2\/media\/434"}],"wp:attachment":[{"href":"https:\/\/juanluisacebal.com\/index.php\/wp-json\/wp\/v2\/media?parent=417"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/juanluisacebal.com\/index.php\/wp-json\/wp\/v2\/categories?post=417"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/juanluisacebal.com\/index.php\/wp-json\/wp\/v2\/tags?post=417"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}