{"id":19294,"date":"2022-11-11T07:21:27","date_gmt":"2022-11-11T11:21:27","guid":{"rendered":"https:\/\/drive2data.com\/es\/?p=19294"},"modified":"2024-05-03T10:24:54","modified_gmt":"2024-05-03T14:24:54","slug":"web-scraping-sentiment-analysis","status":"publish","type":"post","link":"https:\/\/drive2data.com\/es\/web-scraping-sentiment-analysis\/","title":{"rendered":"Web scraping &#038; Sentiment Analysis"},"content":{"rendered":"<p>[et_pb_section fb_built=\u00bb1&#8243; admin_label=\u00bbsection\u00bb _builder_version=\u00bb4.19.5&#8243; background_color=\u00bb#020000&#8243; collapsed=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_row admin_label=\u00bbrow\u00bb _builder_version=\u00bb4.19.5&#8243; background_color=\u00bb#020000&#8243; background_size=\u00bbinitial\u00bb background_position=\u00bbtop_left\u00bb background_repeat=\u00bbrepeat\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4&#8243; _builder_version=\u00bb4.16&#8243; custom_padding=\u00bb|||\u00bb global_colors_info=\u00bb{}\u00bb custom_padding__hover=\u00bb|||\u00bb][et_pb_text _builder_version=\u00bb4.19.5&#8243; _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p>Hoy en d\u00eda, la <strong>extracci\u00f3n<\/strong> de datos desempe\u00f1a un papel cada vez m\u00e1s estrat\u00e9gico e importante para identificar tendencias, realizar an\u00e1lisis sobre el uso de productos y establecer estrategias de marketing.<\/p>\n<p>El t\u00e9rmino \u00abscraping web\u00bb, del ingl\u00e9s \u00abto scrape\u00bb raspar, es una t\u00e9cnica de <strong>Crawling<\/strong>. Un crawler es un software que tiene como objetivo recopilar toda la informaci\u00f3n necesaria para indexar las p\u00e1ginas de un sitio, encontrar asociaciones entre los t\u00e9rminos de b\u00fasqueda y analizar los hyperlinks. El objetivo es extraer datos para luego recopilarlos en bases de datos y obtener varias informaciones \u00fatiles.<\/p>\n<p>Esta t\u00e9cnica es ampliamente utilizada por todos los motores de b\u00fasqueda, en primer lugar<strong> Google<\/strong>, para ofrecer a los usuarios resultados siempre relevantes y actualizados.<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>La metodolog\u00eda del web scraping <\/strong><\/h2>\n<p>Para obtener datos de la red y de los portales web se pueden implementar diferentes metodolog\u00edas. Todas tienen en com\u00fan el uso de <strong>API<\/strong> que permiten acceder en secuencia r\u00e1pida a las p\u00e1ginas online para extraer la informaci\u00f3n.<\/p>\n<p>Al utilizar bots y otros sistemas de software automatizados, se simula la navegaci\u00f3n en l\u00ednea de <strong>usuarios humanos<\/strong> y se requiere el acceso a recursos web exactamente como en el caso de un navegador normal. El servidor responder\u00e1 enviando toda la informaci\u00f3n requerida que se recopilar\u00e1 dentro de grandes bases de datos y se catalogar\u00e1 como <strong>Big Data<\/strong>.<\/p>\n<p>Hasta la fecha, se utilizan principalmente los siguientes m\u00e9todos:<\/p>\n<ul>\n<li><strong>Manual<\/strong>: con una cantidad menor de datos, puede copiar y pegar manualmente. Rara vez esta metodolog\u00eda resulta ser la mejor, ya que requiere muchos recursos y plazos largos.<\/li>\n<li><strong>Parser HTML o XHTML<\/strong>: las p\u00e1ginas m\u00e1s comunes con las que se crean los sitios web est\u00e1n formadas por un lenguaje de marcado, generalmente HTML. Al estar estructurado con etiquetas HTML, puede analizar la p\u00e1gina y obtener el contenido de una etiqueta que contiene los datos que le interesan<\/li>\n<li><strong>Web Mapping<\/strong>: Con el paso de los a\u00f1os se han realizado diferentes programas y herramientas capaces de reconocer autom\u00e1ticamente la estructura de la p\u00e1gina web e ir a \u00abpescar\u00bb las informaciones requeridas sin que sea necesaria ninguna intervenci\u00f3n humana<\/li>\n<li><strong>Computer Vision<\/strong>: utilizando el aprendizaje autom\u00e1tico, es posible utilizar t\u00e9cnicas de \u00abweb harvesting\u00bb que analizan las p\u00e1ginas web siguiendo el mismo procedimiento que un usuario humano. Esto reduce enormemente el trabajo requerido de software de raspado web y resulta en informaci\u00f3n m\u00e1s relevante.<\/li>\n<\/ul>\n<h3><span> <strong>\u00bf El Web Scraping es legal?<\/strong><\/span><\/h3>\n<p><em>\u201cIf your content can be viewed on the web, it can be scraped\u201d &#8211; <\/em>Rami Essaid, CEO y co-fundador de Distil Networks.<\/p>\n<p>El web scraping <strong>es legal<\/strong> siempre que los datos analizados sean accesibles directamente en los sitios y se utilicen con fines estad\u00edsticos o de seguimiento de los contenidos.<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>Sentiment Analysis: \u00bfpor qu\u00e9 es tan importante para las empresas?<\/strong><\/h2>\n<p>En la era de la <strong>Data Economy<\/strong>, la t\u00e9cnica de extracci\u00f3n de datos web desempe\u00f1a un papel fundamental para identificar tendencias, realizar encuestas estad\u00edsticas y comprender el sentimiento de los usuarios. La Sentiment Analysis se puede definir como una actividad enfocada en analizar y escuchar la web con el objetivo de comprender las opiniones de las personas sobre una marca y\/o servicio-producto. Gracias a esta pr\u00e1ctica, las empresas <em>hoy en d\u00eda tienen la oportunidad de obtener mucha m\u00e1s informaci\u00f3n relacionada con la percepci\u00f3n simple de los usuarios<\/em>.<\/p>\n<p>\u00bfCu\u00e1les son las principales ventajas?<\/p>\n<ul>\n<li>Identificar <strong>trends<\/strong> del sector para estar al d\u00eda de los cambios en el mercado<\/li>\n<li>Analizar estad\u00edsticas para evaluar la <strong>brand strategy<\/strong> correcta<\/li>\n<li>Obtener <strong>ventajas competitivas<\/strong> y conocer en tiempo real las estrategias de los competidores, como precios y productos<\/li>\n<li>Proteger la<strong> reputaci\u00f3n<\/strong> de la empresa e intervenir r\u00e1pidamente en caso de crisis o da\u00f1o a la imagen<\/li>\n<li>Recibir comentarios inmediatamente despu\u00e9s del <strong>lanzamiento<\/strong> de un nuevo producto o servicio.<\/li>\n<\/ul>\n<p>Conocer los diferentes tipos de Sentiment Analysis es esencial para entender cu\u00e1l utilizar para lograr un objetivo empresarial:<\/p>\n<ul>\n<li><strong>An\u00e1lisis detallado<\/strong>: proporciona una comprensi\u00f3n detallada de los comentarios recibidos de los usuarios. Puede obtener resultados precisos en t\u00e9rminos de polaridad en escalas de positividad o negatividad (con numeraci\u00f3n creciente, de 1 a 10)<\/li>\n<li><strong>An\u00e1lisis emocional<\/strong>: tiene como objetivo detectar emociones utilizando algoritmos complejos de Machine Learning que analizan el l\u00e9xico<\/li>\n<li><strong>An\u00e1lisis basado en el aspecto del producto<\/strong>: este tipo se lleva a cabo para un aspecto individual de un servicio o producto de manera que se obtenga una retroalimentaci\u00f3n precisa sobre una caracter\u00edstica espec\u00edfica<\/li>\n<li><strong>An\u00e1lisis de intenci\u00f3n<\/strong>: permite tener una comprensi\u00f3n m\u00e1s profunda de la intenci\u00f3n del cliente. Comprender este \u00faltimo puede ser \u00fatil para identificar un modelo \u00abb\u00e1sico\u00bb de consumidor para establecer un plan de marketing adecuado y eficiente.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>Semantic Recognition Engine de Drive<span style=\"color: #ffcc00;\">2<\/span>Data<\/strong><\/h3>\n<p>En Drive2Data, expertos en Data Quality e Data Intelligence, hemos realizado varios estudios sobre los procesos de Sentiment Analysis, utilizando la aplicaci\u00f3n de Natural Language Processing (PNL) y modelos de Deep Learning<\/p>\n<p>Una herramienta que devuelve informaci\u00f3n sobre el contexto de las frases, reconociendo sus emociones, con el objetivo de ayudar a las empresas a gestionar el an\u00e1lisis del sentimiento de forma autom\u00e1tica y r\u00e1pida.<\/p>\n<p><u>Creemos firmemente que la tecnolog\u00eda, cuando se utiliza adecuadamente, puede ayudar a que el mundo sea m\u00e1s seguro y sostenible.<\/u><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row admin_label=\u00bbrow\u00bb _builder_version=\u00bb4.16&#8243; background_size=\u00bbinitial\u00bb background_position=\u00bbtop_left\u00bb background_repeat=\u00bbrepeat\u00bb custom_margin=\u00bb25px||||false|false\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4&#8243; _builder_version=\u00bb4.16&#8243; custom_padding=\u00bb|||\u00bb global_colors_info=\u00bb{}\u00bb custom_padding__hover=\u00bb|||\u00bb][et_pb_divider _builder_version=\u00bb4.16&#8243; _module_preset=\u00bbdefault\u00bb width=\u00bb70%\u00bb module_alignment=\u00bbcenter\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_divider][et_pb_button button_url=\u00bbmailto:%20support@drive2data.com\u00bb url_new_window=\u00bbon\u00bb button_text=\u00bbCONTACTENOS\u00bb button_alignment=\u00bbcenter\u00bb _builder_version=\u00bb4.19.5&#8243; _module_preset=\u00bbdefault\u00bb custom_button=\u00bbon\u00bb button_text_size=\u00bb22px\u00bb button_text_color=\u00bb#ffb300&#8243; button_bg_color=\u00bb#020000&#8243; button_border_width=\u00bb2px\u00bb button_border_color=\u00bb#ffb300&#8243; button_border_radius=\u00bb10px\u00bb button_font=\u00bb|600|||||||\u00bb button_use_icon=\u00bboff\u00bb custom_margin=\u00bb||2%||false|false\u00bb custom_padding=\u00bb16px|16px|16px|16px|false|true\u00bb box_shadow_style=\u00bbpreset1&#8243; locked=\u00bboff\u00bb global_colors_info=\u00bb{%22gcid-f2ce690f-aeee-4241-a830-be586ba3dd75%22:%91%93}\u00bb][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hoy en d\u00eda, la extracci\u00f3n de datos desempe\u00f1a un papel cada vez m\u00e1s estrat\u00e9gico e importante para identificar tendencias, realizar an\u00e1lisis sobre el uso de productos y establecer estrategias de marketing. El t\u00e9rmino \u00abscraping web\u00bb, del ingl\u00e9s \u00abto scrape\u00bb raspar, es una t\u00e9cnica de Crawling. Un crawler es un software que tiene como objetivo recopilar [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":19297,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[184],"tags":[200,191,189,185,192,188,201,187,199,190],"class_list":["post-19294","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-ai","tag-analisis-del-sentimiento","tag-bigdata","tag-businessintelligence","tag-cybersecurity","tag-datos","tag-deep-learning","tag-digitalizacion","tag-machine-learning","tag-pln"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Web scraping &amp; Sentiment Analysis - Drive2Data Inc.<\/title>\n<meta name=\"description\" content=\"Sentiment Analysis es importante para identificar tendencias, realizar an\u00e1lisis y establecer estrategias de marketing.\" \/>\n<meta name=\"robots\" content=\"noindex, follow\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Web scraping &amp; 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