{"id":663,"date":"2018-06-16T01:30:52","date_gmt":"2018-06-15T23:30:52","guid":{"rendered":"https:\/\/eaa-online.org\/arc\/blog\/blog\/textual-analysis-accounting-research-using-python\/"},"modified":"2022-10-17T15:22:50","modified_gmt":"2022-10-17T13:22:50","slug":"textual-analysis-accounting-research-using-python","status":"publish","type":"post","link":"https:\/\/eaa-online.org\/arc\/blog\/2018\/06\/16\/textual-analysis-accounting-research-using-python\/","title":{"rendered":"Textual Analysis for Accounting Research using Python"},"content":{"rendered":"<p><img decoding=\"async\" loading=\"lazy\" class=\" size-full wp-image-662\" style=\"width: 480px; height: 235px; margin-left: 150px; margin-right: 150px;\" src=\"https:\/\/eaa-online.org\/app\/uploads\/sites\/3\/2018\/06\/https__i.imgur_.com_IAj2Koq.png\" alt=\"\" width=\"480\" height=\"235\" srcset=\"https:\/\/eaa-online.org\/app\/uploads\/sites\/3\/2018\/06\/https__i.imgur_.com_IAj2Koq.png 480w, https:\/\/eaa-online.org\/app\/uploads\/sites\/3\/2018\/06\/https__i.imgur_.com_IAj2Koq-300x147.png 300w\" sizes=\"(max-width: 480px) 100vw, 480px\" \/><\/p>\n<p>During the 2018 EAA PhD Forum in Milan I gave a break-out session on NLP \/ Textual Analysis for Accounting research using Python. In my talk I provided a bird&#8217;s-eye view of the various NLP techniques that are relevant for Accounting research.<\/p>\n<p>The full set of slides can be viewed online on my personal website:<\/p>\n<p><a href=\"http:\/\/www.tiesdekok.com\/EAA_2018_NLP\/\">http:\/\/www.tiesdekok.com\/EAA_2018_NLP\/<\/a><\/p>\n<p><strong><span style=\"font-size: 16px;\">(My talk was recorded on video, available <a href=\"https:\/\/www.youtube.com\/watch?v=4yCAwe7fXLA\">here<\/a>)<\/span><\/strong><\/p>\n<p>I have also created a Jupyter Notebook with code examples for all of the techniques mentioned in my talk, this notebook can be viewed here:<\/p>\n<p><a href=\"https:\/\/nbviewer.jupyter.org\/github\/TiesdeKok\/Python_NLP_Tutorial\/blob\/master\/NLP_Notebook.ipynb\">https:\/\/nbviewer.jupyter.org\/github\/TiesdeKok\/Python_NLP_Tutorial\/blob\/master\/NLP_Notebook.ipynb<\/a><\/p>\n<p>&#8212;<\/p>\n<p>Never used Python before? Check out my introduction on getting started with Python:<\/p>\n<p><a href=\"http:\/\/www.tiesdekok.com\/python_course_slides\/introduction_slides\/\">http:\/\/www.tiesdekok.com\/python_course_slides\/introduction_slides\/<\/a><\/p>\n<p>After going through the above slide deck I recommend to check out my \u201cLearn Python for Research\u201d GitHub repository and the corresponding ARC blog post:<\/p>\n<p><a href=\"https:\/\/github.com\/TiesdeKok\/LearnPythonforResearch\">https:\/\/github.com\/TiesdeKok\/LearnPythonforResearch<\/a><\/p>\n<p><a href=\"http:\/\/eaa-online.org\/arc\/blog\/getting-started-python-accounting-research\">http:\/\/eaa-online.org\/arc\/blog\/getting-started-python-accounting-research<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>During the 2018 EAA PhD Forum in Milan I gave a break-out session on NLP \/ Textual Analysis for Accounting research using Python. In my talk I provided a bird&#8217;s-eye view of the various NLP techniques that are relevant for Accounting research. The full set of slides can be viewed online on my personal website: [&hellip;]<\/p>\n","protected":false},"author":10,"featured_media":664,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0},"categories":[125],"tags":[2,5,3,4],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.12 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Textual Analysis for Accounting Research using Python - ARC<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Textual Analysis for Accounting Research using Python - ARC\" \/>\n<meta property=\"og:description\" content=\"During the 2018 EAA PhD Forum in Milan I gave a break-out session on NLP \/ Textual Analysis for Accounting research using Python. In my talk I provided a bird&#8217;s-eye view of the various NLP techniques that are relevant for Accounting research. The full set of slides can be viewed online on my personal website: [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/eaa-online.org\/arc\/blog\/2018\/06\/16\/textual-analysis-accounting-research-using-python\/\" \/>\n<meta property=\"og:site_name\" content=\"ARC\" \/>\n<meta property=\"article:published_time\" content=\"2018-06-15T23:30:52+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-10-17T13:22:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/eaa-online.org\/app\/uploads\/sites\/3\/2018\/06\/nlp_python.png\" \/>\n\t<meta property=\"og:image:width\" content=\"480\" \/>\n\t<meta property=\"og:image:height\" content=\"235\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Ties de Kok\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Ties de Kok\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/eaa-online.org\/arc\/blog\/2018\/06\/16\/textual-analysis-accounting-research-using-python\/\",\"url\":\"https:\/\/eaa-online.org\/arc\/blog\/2018\/06\/16\/textual-analysis-accounting-research-using-python\/\",\"name\":\"Textual Analysis for Accounting Research using Python - ARC\",\"isPartOf\":{\"@id\":\"https:\/\/eaa-online.org\/arc\/#website\"},\"datePublished\":\"2018-06-15T23:30:52+00:00\",\"dateModified\":\"2022-10-17T13:22:50+00:00\",\"author\":{\"@id\":\"https:\/\/eaa-online.org\/arc\/#\/schema\/person\/22bbbc46473ac498a1a1015c02482474\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/eaa-online.org\/arc\/blog\/2018\/06\/16\/textual-analysis-accounting-research-using-python\/\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/eaa-online.org\/arc\/#website\",\"url\":\"https:\/\/eaa-online.org\/arc\/\",\"name\":\"ARC\",\"description\":\"Advanced Resources Center\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/eaa-online.org\/arc\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/eaa-online.org\/arc\/#\/schema\/person\/22bbbc46473ac498a1a1015c02482474\",\"name\":\"Ties de Kok\",\"sameAs\":[\"https:\/\/www.tiesdekok.com\"],\"url\":\"https:\/\/eaa-online.org\/arc\/blog\/members\/10\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Textual Analysis for Accounting Research using Python - ARC","robots":{"index":"noindex","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"og_locale":"en_US","og_type":"article","og_title":"Textual Analysis for Accounting Research using Python - ARC","og_description":"During the 2018 EAA PhD Forum in Milan I gave a break-out session on NLP \/ Textual Analysis for Accounting research using Python. 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