{"id":18,"date":"2012-10-16T21:52:26","date_gmt":"2012-10-16T19:52:26","guid":{"rendered":"http:\/\/www.martinschweinberger.de\/blog\/?page_id=18"},"modified":"2025-06-02T07:02:50","modified_gmt":"2025-06-02T05:02:50","slug":"resources","status":"publish","type":"page","link":"http:\/\/www.martinschweinberger.de\/blog\/resources\/","title":{"rendered":"Resources"},"content":{"rendered":"<p><strong>TUTORIALS<\/strong><\/p>\n<p>Below are links to tutorials I created for the <a href=\"https:\/\/ladal.edu.au\/\">Language Technology and Data Analysis Laboratory (LADAL)<\/a>.<\/p>\n<ul style=\"list-style-type: circle;\">\n<li><strong>DATA SCIENCE BASICS<\/strong>\n<ul style=\"list-style-type: circle;\">\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/comp\/comp.html\">This LADAL tutorial<\/a> provides some useful tips and tricks about working with computers, e.g. how to keep your computer running smoothly.<\/li>\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/repro\/repro.html\">This LADAL tutorial<\/a> introduces basic conecpts of data science<\/li>\n<li><a href=\"https:\/\/ladal.edu.au\/introquant\/introquant.html\">This LADAL tutorial<\/a> introduces quantitative reasoning<\/li>\n<li><a href=\"https:\/\/ladal.edu.au\/basicquant\/basicquant.html\">This LADAL tutorial<\/a> introduces basic concepts of quantitative research (methodology)<\/li>\n<\/ul>\n<\/li>\n<li><strong>INTRODUCTION TO R<\/strong>\n<ul style=\"list-style-type: circle;\">\n<li><a href=\"https:\/\/ladal.edu.au\/IntroR_workshop.html\">This LADAL tutorial<\/a> represents an introduction R for (absolute) beginners<\/li>\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/string\/string.html\">This LADAL tutorial<\/a> introduces string processing with R<\/li>\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/regex\/regex.html\">This LADAL tutorial<\/a> introduces regular expression in R<\/li>\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/table\/table.html\">This LADAL tutorial<\/a> shows how to deal with (cerate, manipulate, and process) tabulated data in R<\/li>\n<\/ul>\n<\/li>\n<li><strong>DATA VISUALIZATION<\/strong>\n<ul style=\"list-style-type: circle;\">\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/introviz\/introviz.html\">This LADAL tutorial<\/a>\u00a0introduces data visualization with R<\/li>\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/dviz\/dviz.html\">This LADAL tutorial<\/a> exemplifies how to create common visualization types (scatter plot, line graph, bar pots, box plots, etc.) with R<\/li>\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/leaflet\/leaflet.html\">This LADAL tutorial<\/a> introduces geo-spatial data visualization (mapping) with R<\/li>\n<\/ul>\n<\/li>\n<li><strong>STATISTICS<\/strong>\n<ul style=\"list-style-type: circle;\">\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/dstats\/dstats.html\">This LADAL tutorial<\/a> introduces descriptive statistics.<\/li>\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/basicstatz\/basicstatz.html\">This LADAL tutorial<\/a> introduces basic inferential statistics<\/li>\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/regression\/regression.html\">This LADAL tutorial<\/a> introduces fixed- and mixed effects regression<\/li>\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/tree\/tree.html\">This LADAL tutorial<\/a> introduces tree-based models<\/li>\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/clust\/clust.html\">This LADAL tutorial<\/a> introduces cluster and correspondence analysis<\/li>\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/svm\/svm.html\">This LADAL tutorial<\/a> introduces other grouping procedures like Semantic Vector Space models<\/li>\n<\/ul>\n<\/li>\n<li><strong>TEXT ANALYTICS \/ TEXT MINING \/ CORPUS LINGUISTICS<\/strong>\n<ul style=\"list-style-type: circle;\">\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/textanalysis\/textanalysis.html\">This LADAL tutorial<\/a> introduces text analysis and distant reading.<\/li>\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/kwics\/kwics.html\">This LADAL tutorial<\/a> shows how to generate keyword-in-context concordances in R<\/li>\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/net\/net.html\">This LADAL tutorial<\/a> introduces Network Analysis in R<\/li>\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/coll\/coll.html\">This LADAL tutorial<\/a> introduces Co-occurrence and Collocation Analysis\u00a0 in R<\/li>\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/topic\/topic.html\">This LADAL tutorial<\/a> introduces Topic Modeling with R<\/li>\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/sentiment\/sentiment.html\">This LADAL tutorial<\/a> introduces Sentiment Analysis with R<\/li>\n<li><a href=\"https:\/\/ladal.edu.au\/tutorials\/postag\/postag.html\" target=\"_blank\" rel=\"noopener noreferrer\">This LADAL tutorial<\/a> shows how to add part-of-speech annotation (pos-tagging) and syntactic parsing in R for English, German, Spanish, Italian, and Dutch.<\/li>\n<\/ul>\n<\/li>\n<li><strong>CASE STUDIES \/FOCUS TUTORIALS<\/strong>\n<ul style=\"list-style-type: circle;\">\n<li><strong>Creating vowel charts with Praat and R<br \/>\n<\/strong><a href=\"https:\/\/ladal.edu.au\/tutorials\/vc\/vc.html\">This LADAL tutorial<\/a> shows how to extract formant values in Praat and use these to create a vowel chart in R.<\/li>\n<li><strong>Corpus Linguistics: Gender and Age Differences in Swearing<\/strong><br \/>\n<a href=\"https:\/\/ladal.edu.au\/tutorials\/corplingr\/corplingr.html\">This LADAL tutorial <\/a>exemplifies how to perform a simple corpus analysis with R by focusing on gender and age differences in swear word use in Irish English.<\/li>\n<li><strong>PDF to txt<\/strong><br \/>\n<a href=\"https:\/\/ladal.edu.au\/tutorials\/pdf2txt\/pdf2txt.html\">This LADAL tutorial<\/a> shows how to extract the text from pdf-files into txt-files for further processing.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>FOR STUDENTS<br \/>\n<\/strong><\/p>\n<ul style=\"list-style-type: circle;\">\n<li><strong>General Notes for Students attending my Courses (Merkblatt f\u00fcr Seminare)<\/strong><br \/>\nYou will find a documents with general information about my seminars <a href=\"http:\/\/martinschweinberger.de\/docs\/materials\/MerkblattSeminareMS.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">here<\/a>. Please read this document in case you are attending or plan to attend one of my seminars! (last updated 2015\/02\/16)<\/li>\n<li><strong>Model term paper<\/strong><br \/>\nYou will find a model term paper <a href=\"http:\/\/martinschweinberger.de\/docs\/materials\/ModelseminararbeitMS.docx\" target=\"_blank\" rel=\"noopener noreferrer\">here<\/a>. This model term paper includes information about the structure, content, and formatting of term papers. You can also use it as a template for your own term papers and use the formatting within the model. (last updated 2015\/04\/08)<\/li>\n<li><strong>Course Materials<\/strong><br \/>\n&#8222;Introduction to English Linguistics&#8220; [sdm_download id=&#8220;469&#8243; fancy=&#8220;0&#8243;]<br \/>\n&#8222;Methods in Linguistics\/Methoden der Linguistik&#8220; [sdm_download id=&#8220;461&#8243; fancy=&#8220;0&#8243;]<\/li>\n<\/ul>\n<p><strong>PROGRAMMING \/ SOFTWARE DEVELOPMENT \/ CORPUS LINGUISTICS<\/strong><br \/>\nBelow you can find some resources such as scripts and data sets that you may find useful.<\/p>\n<ul style=\"list-style-type: circle;\">\n<li><strong>R scripts<\/strong>\n<ul style=\"list-style-type: circle;\">\n<li>Chi Squared test for subtables of 2*k tables (<a href=\"http:\/\/martinschweinberger.de\/docs\/scripts\/x2.2k.r\" target=\"_blank\" rel=\"noopener noreferrer\">R script<\/a>)<\/li>\n<li>Configural Frequency Analysis for data with only two level configurations (<a href=\"http:\/\/martinschweinberger.de\/docs\/scripts\/TwoLevelCFA.r\" target=\"_blank\" rel=\"noopener noreferrer\">R script<\/a>)<\/li>\n<li>Function written by Tony Breyal for downloading text from websites (to create corpora containing web data) (<a href=\"http:\/\/martinschweinberger.de\/docs\/scripts\/ExtractsTextFromWebpage.r\" target=\"_blank\" rel=\"noopener noreferrer\">R script<\/a>)<\/li>\n<li>Function providing nice summaries of simple linear regressions (<a href=\"http:\/\/martinschweinberger.de\/docs\/scripts\/slr.summary.tb.r\" target=\"_blank\" rel=\"noopener noreferrer\">R script<\/a>)<\/li>\n<li>Function providing nice summaries of multiple linear regressions (<a href=\"http:\/\/martinschweinberger.de\/docs\/scripts\/mlr.summary.r\" target=\"_blank\" rel=\"noopener noreferrer\">R script<\/a>)<\/li>\n<li>Function providing nice summaries of fixed-effects binomial logistic regressions linear regression (<a href=\"http:\/\/martinschweinberger.de\/docs\/scripts\/blr.summary.r\" target=\"_blank\" rel=\"noopener noreferrer\">R script<\/a>)<\/li>\n<li>Function providing nice summaries of step-wise step-up model fitting of fixed-effects binomial logistic regressions linear regression (<a href=\"http:\/\/martinschweinberger.de\/docs\/scripts\/ModelFittingSummarySWSULogReg.r\" target=\"_blank\" rel=\"noopener noreferrer\">R script<\/a>)<\/li>\n<li>Function providing nice summaries of step-wise step-up model fitting of mixed-effects binomial logistic regressions linear regression (<a href=\"http:\/\/martinschweinberger.de\/docs\/scripts\/ModelFittingSummarySWSU.r\" target=\"_blank\" rel=\"noopener noreferrer\">R script<\/a>)<\/li>\n<li>Function providing nice summaries of step-wise step-down model fitting of mixed-effects binomial logistic regressions linear regression (<a href=\"http:\/\/martinschweinberger.de\/docs\/scripts\/ModelFittingSummarySWSD.r\" target=\"_blank\" rel=\"noopener noreferrer\">R script<\/a>)<\/li>\n<li><strong>Biodata scripts &amp; data sets <\/strong> (last updated 2015\/02\/09)<br \/>\nIf you find any bugs in the code or mistakes in the results, please let me know so I can correct the scripts and update the results.<\/p>\n<ul style=\"list-style-type: circle;\">\n<li>ICE Canada: word counts and biodata (<a href=\"http:\/\/martinschweinberger.de\/docs\/scripts\/R-Script-Biodata-ICE-CAN.r\" target=\"_blank\" rel=\"noopener noreferrer\">R script<\/a>, <a href=\"http:\/\/martinschweinberger.de\/docs\/data\/BiodataIceCanada.txt\" target=\"_blank\" rel=\"noopener noreferrer\">result<\/a>)<\/li>\n<li>ICE GB-R2: word counts and biodata (<a href=\"http:\/\/martinschweinberger.de\/docs\/scripts\/R-Script-Biodata-ICE-GB.r\" target=\"_blank\" rel=\"noopener noreferrer\">R script<\/a>, <a href=\"http:\/\/martinschweinberger.de\/docs\/data\/BiodataIceGbR2.txt\" target=\"_blank\" rel=\"noopener noreferrer\">result<\/a>)<\/li>\n<li>ICE India: word counts and biodata (<a href=\"http:\/\/martinschweinberger.de\/docs\/scripts\/R-Script-Biodata-ICE-IND.r\" target=\"_blank\" rel=\"noopener noreferrer\">R script<\/a>, <a href=\"http:\/\/martinschweinberger.de\/docs\/data\/BiodataIceIndia.txt\" target=\"_blank\" rel=\"noopener noreferrer\">result<\/a>)<\/li>\n<li>ICE Ireland 1.2.2: word counts and biodata (<a href=\"http:\/\/martinschweinberger.de\/docs\/scripts\/R-Script-Biodata-ICE-IRE.r\" target=\"_blank\" rel=\"noopener noreferrer\">R script<\/a>, <a href=\"http:\/\/martinschweinberger.de\/docs\/data\/BiodataIceIreland.txt\" target=\"_blank\" rel=\"noopener noreferrer\">result<\/a>)<\/li>\n<li>ICE Jamaica: word counts and biodata (<a href=\"http:\/\/martinschweinberger.de\/docs\/scripts\/R-Script-Biodata-ICE-JAM.r\" target=\"_blank\" rel=\"noopener noreferrer\">R script<\/a>, <a href=\"http:\/\/martinschweinberger.de\/docs\/data\/BiodataIceJamaica.txt\" target=\"_blank\" rel=\"noopener noreferrer\">result<\/a>)<\/li>\n<li>ICE New Zealand: word counts and biodata (<a href=\"http:\/\/martinschweinberger.de\/docs\/scripts\/R-Script-Biodata-ICE-NZ.r\" target=\"_blank\" rel=\"noopener noreferrer\">R script<\/a>, <a href=\"http:\/\/martinschweinberger.de\/docs\/data\/BiodataIceNewZealand.txt\" target=\"_blank\" rel=\"noopener noreferrer\">result<\/a>)<\/li>\n<li>ICE Philippines: word counts and biodata (<a href=\"http:\/\/martinschweinberger.de\/docs\/scripts\/R-Script-Biodata-ICE-PHI.r\" target=\"_blank\" rel=\"noopener noreferrer\">R script<\/a>, <a href=\"http:\/\/martinschweinberger.de\/docs\/data\/BiodataIcePhilippines.txt\" target=\"_blank\" rel=\"noopener noreferrer\">result<\/a>)<\/li>\n<li>ICE Singapore: word counts (<a href=\"http:\/\/martinschweinberger.de\/docs\/scripts\/R-Script-Biodata-ICE-SG.r\" target=\"_blank\" rel=\"noopener noreferrer\">R script<\/a>, <a href=\"http:\/\/martinschweinberger.de\/docs\/data\/BiodataIceSingapore.txt\" target=\"_blank\" rel=\"noopener noreferrer\">result<\/a>)<\/li>\n<li>ICE Hong Kong: word counts (<a href=\"http:\/\/martinschweinberger.de\/docs\/scripts\/R-Script-Biodata-ICE-HK.r\" target=\"_blank\" rel=\"noopener noreferrer\">R script<\/a>, <a href=\"http:\/\/martinschweinberger.de\/docs\/data\/BiodataIceHongKong.txt\" target=\"_blank\" rel=\"noopener noreferrer\">result<\/a>)<\/li>\n<li>SBCAE: word counts and biodata (<a href=\"http:\/\/martinschweinberger.de\/docs\/scripts\/R-Script-Biodata-SBC.r\" target=\"_blank\" rel=\"noopener noreferrer\">R script<\/a>, <a href=\"http:\/\/martinschweinberger.de\/docs\/data\/BiodataSbcae.txt\" target=\"_blank\" rel=\"noopener noreferrer\">result<\/a>)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>TestCorpus<\/strong><br \/>\n<a href=\"http:\/\/www.martinschweinberger.de\/blog\/wp-content\/uploads\/2012\/10\/TestCorpus.zip\">A small sample corpus<\/a> for testing functions.<\/li>\n<\/ul>\n<p>(last updated 2020\/09\/25)<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_18\" class=\"pvc_stats all  \" data-element-id=\"18\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"far\" data-icon=\"chart-bar\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" class=\"svg-inline--fa fa-chart-bar fa-w-16 fa-2x\"><path fill=\"currentColor\" d=\"M396.8 352h22.4c6.4 0 12.8-6.4 12.8-12.8V108.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v230.4c0 6.4 6.4 12.8 12.8 12.8zm-192 0h22.4c6.4 0 12.8-6.4 12.8-12.8V140.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v198.4c0 6.4 6.4 12.8 12.8 12.8zm96 0h22.4c6.4 0 12.8-6.4 12.8-12.8V204.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v134.4c0 6.4 6.4 12.8 12.8 12.8zM496 400H48V80c0-8.84-7.16-16-16-16H16C7.16 64 0 71.16 0 80v336c0 17.67 14.33 32 32 32h464c8.84 0 16-7.16 16-16v-16c0-8.84-7.16-16-16-16zm-387.2-48h22.4c6.4 0 12.8-6.4 12.8-12.8v-70.4c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v70.4c0 6.4 6.4 12.8 12.8 12.8z\" class=\"\"><\/path><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"http:\/\/www.martinschweinberger.de\/blog\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>TUTORIALS Below are links to tutorials I created for the Language Technology and Data Analysis Laboratory (LADAL). DATA SCIENCE BASICS This LADAL tutorial provides some useful tips and tricks about working with computers, e.g. how to keep your computer running smoothly. This LADAL tutorial introduces basic conecpts of data science This LADAL tutorial introduces quantitative [&hellip;]<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_18\" class=\"pvc_stats all  \" data-element-id=\"18\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"far\" data-icon=\"chart-bar\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" class=\"svg-inline--fa fa-chart-bar fa-w-16 fa-2x\"><path fill=\"currentColor\" d=\"M396.8 352h22.4c6.4 0 12.8-6.4 12.8-12.8V108.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v230.4c0 6.4 6.4 12.8 12.8 12.8zm-192 0h22.4c6.4 0 12.8-6.4 12.8-12.8V140.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v198.4c0 6.4 6.4 12.8 12.8 12.8zm96 0h22.4c6.4 0 12.8-6.4 12.8-12.8V204.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v134.4c0 6.4 6.4 12.8 12.8 12.8zM496 400H48V80c0-8.84-7.16-16-16-16H16C7.16 64 0 71.16 0 80v336c0 17.67 14.33 32 32 32h464c8.84 0 16-7.16 16-16v-16c0-8.84-7.16-16-16-16zm-387.2-48h22.4c6.4 0 12.8-6.4 12.8-12.8v-70.4c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v70.4c0 6.4 6.4 12.8 12.8 12.8z\" class=\"\"><\/path><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"http:\/\/www.martinschweinberger.de\/blog\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":10,"comment_status":"open","ping_status":"open","template":"","meta":{"footnotes":""},"class_list":["post-18","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/www.martinschweinberger.de\/blog\/wp-json\/wp\/v2\/pages\/18","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.martinschweinberger.de\/blog\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/www.martinschweinberger.de\/blog\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/www.martinschweinberger.de\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.martinschweinberger.de\/blog\/wp-json\/wp\/v2\/comments?post=18"}],"version-history":[{"count":148,"href":"http:\/\/www.martinschweinberger.de\/blog\/wp-json\/wp\/v2\/pages\/18\/revisions"}],"predecessor-version":[{"id":40513,"href":"http:\/\/www.martinschweinberger.de\/blog\/wp-json\/wp\/v2\/pages\/18\/revisions\/40513"}],"wp:attachment":[{"href":"http:\/\/www.martinschweinberger.de\/blog\/wp-json\/wp\/v2\/media?parent=18"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}