{"id":1053,"date":"2023-11-13T13:33:02","date_gmt":"2023-11-13T17:33:02","guid":{"rendered":"https:\/\/ccdhhn.ca\/workshop\/nlp-coding-libraries-and-network-analysis-for-text-corpora\/"},"modified":"2023-11-13T16:12:52","modified_gmt":"2023-11-13T20:12:52","slug":"nlp-coding-libraries-and-network-analysis-for-text-corpora","status":"publish","type":"tribe_events","link":"https:\/\/ccdhhn.ca\/fr\/workshop\/nlp-coding-libraries-and-network-analysis-for-text-corpora\/","title":{"rendered":"NLP Coding Libraries and Network Analysis for Text Corpora"},"content":{"rendered":"<div  class=\"tribe-events-schedule tribe-clearfix\" >\n\t<p class=\"tribe-events-schedule__datetime\">\n\t\t<span class=\"tribe-events-schedule__date tribe-events-schedule__date--start\">\n\t\t\tjuin 3, 2024\t\t<\/span>\n\n\t\t\n\t\t\t\t\t\t\t\t\t<span class=\"tribe-events-schedule__separator tribe-events-schedule__separator--time\">\n\t\t\t\t\t &#8211; \t\t\t\t<\/span>\n\t\t\t\n\t\t\t\t\t\t\t<span class=\"tribe-events-schedule__date tribe-events-schedule__date--end\">\n\t\t\t\t\tjuin 7, 2024\t\t\t\t<\/span>\n\n\t\t\t\t\n\t\t\t\n\t\t\t\t\t\t<\/p>\n<\/div>\n\n\n<p>The 3-day workshop offers a quick and effective intro to natural language processing (NLP) and textual corpus network visualization and analysis. We will be doing coding in Python and learning how to use (and compare) certain relevant libraries such as Scikit-learn, NLTK, FastText, Gensim plus word2vec &amp; doc2vec, SpaCy, TextStat, LexicalRichness, and NetworkX. We will apply those packages in computationally analyzing texts and textual corpora, representing the corpora as networks, and thus finding out unexpected if not amazing things about the texts they contain. The knowledge and skills acquired\u2014alongside our in-class applications\u2014will be useful in education and research in NLP, automated text and corpus analysis, network science and graph theory applications, computational literary analysis and criticism, computational linguistics, and vector space (and topic) modeling for the humanities. On the fourth day, everybody will have the opportunity to participate in the #GraphPoem event that will involve some of the Python scripts developed during the workshop. We will run those and other scripts live (on JupyterHub) on ready-made and individually\/collaboratively assembled and expanded corpora, thus feeding into a hypermedia performance involving a Twitter bot and a cross-artform live stream.<\/p>\n\n\t<div  class=\"tribe-block tribe-block__events-link\" >\n\t\t<div class=\"tribe-events tribe-common\">\n\t\t\t<div class=\"tribe-events-c-subscribe-dropdown__container\">\n\t\t\t\t<div class=\"tribe-events-c-subscribe-dropdown\">\n\t\t\t\t\t<div class=\"tribe-common-c-btn-border tribe-events-c-subscribe-dropdown__button\">\n\t\t\t\t\t\t<svg\n\t class=\"tribe-common-c-svgicon tribe-common-c-svgicon--cal-export tribe-events-c-subscribe-dropdown__export-icon\" \taria-hidden=\"true\"\n\tviewBox=\"0 0 23 17\"\n\txmlns=\"http:\/\/www.w3.org\/2000\/svg\"\n>\n\t<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M.128.896V16.13c0 .211.145.383.323.383h15.354c.179 0 .323-.172.323-.383V.896c0-.212-.144-.383-.323-.383H.451C.273.513.128.684.128.896Zm16 6.742h-.901V4.679H1.009v10.729h14.218v-3.336h.901V7.638ZM1.01 1.614h14.218v2.058H1.009V1.614Z\" \/>\n\t<path d=\"M20.5 9.846H8.312M18.524 6.953l2.89 2.909-2.855 2.855\" stroke-width=\"1.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n<\/svg>\n\t\t\t\t\t\t<button\n\t\t\t\t\t\t\tclass=\"tribe-events-c-subscribe-dropdown__button-text\"\n\t\t\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\t\t\taria-controls=\"tribe-events-subscribe-dropdown-content\"\n\t\t\t\t\t\t\taria-label=\"View links to add events to your calendar\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\tAjouter au calendrier\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t<svg\n\t class=\"tribe-common-c-svgicon tribe-common-c-svgicon--caret-down tribe-events-c-subscribe-dropdown__button-icon\" \taria-hidden=\"true\"\n\tviewBox=\"0 0 10 7\"\n\txmlns=\"http:\/\/www.w3.org\/2000\/svg\"\n>\n\t<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M1.008.609L5 4.6 8.992.61l.958.958L5 6.517.05 1.566l.958-.958z\" class=\"tribe-common-c-svgicon__svg-fill\"\/>\n<\/svg>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"tribe-events-subscribe-dropdown-content\" class=\"tribe-events-c-subscribe-dropdown__content\">\n\t\t\t\t\t\t<ul class=\"tribe-events-c-subscribe-dropdown__list\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"tribe-events-c-subscribe-dropdown__list-item tribe-events-c-subscribe-dropdown__list-item--gcal\">\n\t\t\t\t\t\t\t\t\t<a\n\t\t\t\t\t\t\t\t\t\thref=\"https:\/\/www.google.com\/calendar\/event?action=TEMPLATE&#038;dates=20240603T000000\/20240607T235959&#038;text=NLP%20Coding%20Libraries%20and%20Network%20Analysis%20for%20Text%20Corpora&#038;details=%3Cp%3EThe+3-day+workshop+offers+a+quick+and+effective+intro+to+natural+language+processing+%28NLP%29+and+textual+corpus+network+visualization+and+analysis.+We+will+be+doing+coding+in+Python+and+learning+how+to+use+%28and+compare%29+certain+relevant+libraries+such+as+Scikit-learn%2C+NLTK%2C+FastText%2C+Gensim+plus+word2vec+%26amp%3B+doc2vec%2C+SpaCy%2C+TextStat%2C+LexicalRichness%2C+and+NetworkX.+We+will+apply+those+packages+in+computationally+analyzing+texts+and+textual+corpora%2C+representing+the+corpora+as+networks%2C+and+thus+finding+out+unexpected+if+not+amazing+things+about+the+texts+they+contain.+The+knowledge+and+skills+acquired%E2%80%94alongside+our+in-class+applications%E2%80%94will+be+useful+in+education+and+research+in+NLP%2C+automated+text+and+corpus+analysis%2C+network+science+and+graph+theory+applications%2C+computational+literary+analysis+and+criticism%2C+computational+linguistics%2C+and+vector+space+%28and+topic%29+modeling+for+the+humanities.+On+the+fourth+day%2C+everybody+will+have+the+opportunity+to+participate+in+the+%23G%3C%2Fp%3E+%28View+Full+%C3%A9v%C3%A8nement+Description+Here%3A+https%3A%2F%2Fccdhhn.ca%2Ffr%2Fworkshop%2Fnlp-coding-libraries-and-network-analysis-for-text-corpora%2F%29&#038;location=Canada&#038;trp=false&#038;ctz=America\/Halifax&#038;sprop=website:https:\/\/ccdhhn.ca\/fr\/\"\n\t\t\t\t\t\t\t\t\t\tclass=\"tribe-events-c-subscribe-dropdown__list-item-link\"\n\t\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\t\t\t\t\t\trel=\"noopener noreferrer nofollow noindex\"\n\t\t\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\tGoogle Agenda\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"tribe-events-c-subscribe-dropdown__list-item tribe-events-c-subscribe-dropdown__list-item--ical\">\n\t\t\t\t\t\t\t\t\t<a\n\t\t\t\t\t\t\t\t\t\thref=\"\"\n\t\t\t\t\t\t\t\t\t\tclass=\"tribe-events-c-subscribe-dropdown__list-item-link\"\n\t\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\t\t\t\t\t\trel=\"noopener noreferrer nofollow noindex\"\n\t\t\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\tiCalendar\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"tribe-events-c-subscribe-dropdown__list-item tribe-events-c-subscribe-dropdown__list-item--outlook-365\">\n\t\t\t\t\t\t\t\t\t<a\n\t\t\t\t\t\t\t\t\t\thref=\"\"\n\t\t\t\t\t\t\t\t\t\tclass=\"tribe-events-c-subscribe-dropdown__list-item-link\"\n\t\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\t\t\t\t\t\trel=\"noopener noreferrer nofollow noindex\"\n\t\t\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\tOutlook 365\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"tribe-events-c-subscribe-dropdown__list-item tribe-events-c-subscribe-dropdown__list-item--outlook-live\">\n\t\t\t\t\t\t\t\t\t<a\n\t\t\t\t\t\t\t\t\t\thref=\"\"\n\t\t\t\t\t\t\t\t\t\tclass=\"tribe-events-c-subscribe-dropdown__list-item-link\"\n\t\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\t\t\t\t\t\trel=\"noopener noreferrer nofollow noindex\"\n\t\t\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\tOutlook Live\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div  class=\"tribe-events-single-section tribe-events-event-meta primary tribe-clearfix\" >\n\t\n\t\n<div class=\"tribe-events-meta-group tribe-events-meta-group-details\">\n\t<h3 class=\"tribe-events-single-section-title\">\n\t\t\t\t\tD\u00e9tails\t\t\n\t<\/h3>\n\t<ul class=\"tribe-events-meta-list\">\n\n\t\t\n\t\t\t<li class=\"tribe-events-meta-item\">\n\t\t\t\t<span class=\"tribe-events-meta-label\">D\u00e9but :<\/span>\n\t\t\t\t<span class=\"tribe-events-meta-value\">\n\t\t\t\t\t<abbr class=\"tribe-events-abbr tribe-events-start-datetime published dtstart\" title=\"2024-06-03\"> juin 3, 2024 <\/abbr>\n\t\t\t\t<\/span>\n\t\t\t<\/li>\n\n\t\t\t<li class=\"tribe-events-meta-item\">\n\t\t\t\t<span class=\"tribe-events-meta-label\">Fin :<\/span>\n\t\t\t\t<span class=\"tribe-events-meta-value\">\n\t\t\t\t\t<abbr class=\"tribe-events-abbr dtend\" title=\"2024-06-07\"> juin 7, 2024 <\/abbr>\n\t\t\t\t<\/span>\n\t\t\t<\/li>\n\n\t\t\n\t\t\n\t\t\n\t\t<li class=\"tribe-events-meta-item\"><span class=\"tribe-events-event-categories-label tribe-events-meta-label\">Cat\u00e9gorie d\u2019\u00c9v\u00e8nement:<\/span> <span class=\"tribe-events-event-categories tribe-events-meta-value\"><a href=\"https:\/\/ccdhhn.ca\/workshops\/category\/20-hour-workshop\/\" rel=\"tag\">20+ hour workshop<\/a><\/span><\/li>\n\t\t\n\t\t\n\t\t\t<li class=\"tribe-events-meta-item\">\n\t\t\t\t<span class=\"tribe-events-meta-label\">Site Web :<\/span>\n\t\t\t\t<span class=\"tribe-events-event-url tribe-events-meta-value\"> <a href=\"https:\/\/dhsi.org\/\" target=\"_self\" rel=\"external\">https:\/\/dhsi.org\/<\/a> <\/span>\n\t\t\t<\/li>\n\t\t\n\t\t\t<\/ul>\n<\/div>\n\t\n\t<\/div>\n\n\n<div  class=\"tribe-block tribe-block__venue tribe-clearfix tribe-block__venue--has-map\" >\n\t\n\t\n<div class=\"tribe-block__venue__meta\">\n\t<div class=\"tribe-block__venue__name\">\n\t\t<h3><\/h3>\n\t<\/div>\n\n\t\n\t\t\t\t\t\t<address class=\"tribe-block__venue__address\">\n\t\t\t\t<span class=\"tribe-address\">\n\n\n\n\n\n\t<span class=\"tribe-country-name\">Canada<\/span>\n\n<\/span>\n\n\t\t\t\t\t\t\t\t\t<a class=\"tribe-events-gmap\" href=\"https:\/\/maps.google.com\/maps?f=q&#038;source=s_q&#038;hl=en&#038;geocode=&#038;q=Canada\" title=\"Cliquez pour voir une carte Google Maps\" target=\"_blank\" rel=\"noreferrer noopener\">+ Google Map<\/a>\t\t\t\t\t\t\t<\/address>\n\t\t\n\t\t\n\t\t\t\n\t<\/div>\n\t\n<div class=\"tribe-block__venue__map\">\n\t\n<iframe loading=\"lazy\"\n  title=\"Google maps iframe displaying the address to \"\n  aria-label=\"Venue location map\"\n  width=\"310px\"\n  height=\"256px\"\n  frameborder=\"0\" style=\"border:0\"\n  src=\"https:\/\/www.google.com\/maps\/embed\/v1\/place?key=AIzaSyDNsicAsP6-VuGtAb1O9riI3oc_NOb7IOU&#038;q=Canada+&#038;zoom=10\" allowfullscreen>\n<\/iframe>\n<\/div>\n\n\t<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Led by Chris Tanasescu<\/p>\n","protected":false},"author":2,"featured_media":140,"template":"","meta":{"_tec_requires_first_save":false,"_EventAllDay":true,"_EventTimezone":"America\/Halifax","_EventStartDate":"2024-06-03 00:00:00","_EventEndDate":"2024-06-07 23:59:59","_EventStartDateUTC":"2024-06-03 03:00:00","_EventEndDateUTC":"2024-06-08 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