https://leeannvc.com/tags/research/ResearchHugoBlox Kit (https://hugoblox.com)en-ushttps://leeannvc.com/media/logo_hu_408c0977b7e48a52.pnghttps://leeannvc.com/tags/research/https://leeannvc.com/tech_projects/sib/Mon, 01 Jan 0001 00:00:00 +0000https://leeannvc.com/tech_projects/sib/<h2 id="overview">Overview</h2> <p>This project involved designing and analyzing sociolinguistic datasets to investigate variation in Spanish speech. It demonstrates end-to-end experience in data creation, annotation design, quality assurance, and statistical analysis.</p> <h2 id="my-role">My Role</h2> <ul> <li>Designed for novel linguistic variables</li> <li>Managed dataset collection, curation, and QA workflows</li> <li>Supervised and trained student annotators</li> <li>Led full research lifecycle from data design to statistical modeling</li> </ul> <h2 id="data--methods">Data &amp; Methods</h2> <ul> <li>Built and analyzed datasets of 70k+ tokens</li> <li>Conducted coding, , and in R</li> <li>Applied to investigate linguistic variation</li> <li>Developed workflows for annotation consistency and data quality</li> </ul> <h2 id="outcome">Outcome</h2> <ul> <li>Produced structured datasets for analyzing Spanish variation</li> <li>Generated findings contributing to </li> <li>Demonstrated scalable approaches to linguistic data annotation and QA</li> </ul> <!-- Notes: to add later: visual tech stack used in this project, add link to github repo of dissertation --> <!-- badge: <a href="https://leeannvidal.github.io/documents/Portfolio/Vidal_Covas_Liquids_Coding_Manual.pdf" target="_blank" rel="noopener noreferrer" class="inline-flex items-center gap-1 align-middle ml-2 px-2 py-0.5 text-xs font-medium rounded-md border border-primary-200 dark:border-primary-800 bg-primary-50 dark:bg-primary-950/40 text-primary-700 dark:text-primary-300 no-underline hover:bg-primary-100 dark:hover:bg-primary-900/50"> 🧾 Annotation Guidelines </a> tag: <a href="https://leeannvidal.github.io/documents/Portfolio/Vidal_Covas_Liquids_Coding_Manual.pdf" target="_blank" rel="noopener noreferrer" class="inline-flex items-center align-middle ml-2 px-2 py-0.5 text-xs rounded-md border border-primary-200 dark:border-primary-800 text-primary-600 dark:text-primary-400 no-underline hover:bg-primary-50 dark:hover:bg-primary-950/40"> 🧾 Guidelines </a> button: <a href="https://leeannvidal.github.io/documents/Portfolio/Vidal_Covas_Liquids_Coding_Manual.pdf" target="_blank" rel="noopener noreferrer" class="inline-flex items-center gap-1 align-middle ml-2 px-2 py-1 text-sm border rounded-lg text-primary-600 dark:text-primary-400 border-primary-500 no-underline hover:bg-primary-50 dark:hover:bg-primary-950/50"> 🧾 Annotation Guidelines </a> <a href="https://leeannvidal.github.io/documents/Portfolio/Vidal_Covas_Liquids_Coding_Manual.pdf" target="_blank" rel="noopener noreferrer" class="inline-block align-middle ml-2 px-2 py-1 border rounded no-underline bg-white dark:bg-zinc-900 border-2 border-primary-500 text-primary-600 dark:text-primary-400 hover:bg-primary-50 dark:hover:bg-primary-950/50 hover:border-primary-600 active:bg-primary-100 dark:active:bg-primary-950 shadow-md hover:shadow-lg hover:scale-105 active:scale-95 focus:ring-primary-500/50">*annotation guidelines*</a> --> <!-- <a href="https://leeannvidal.github.io/documents/Portfolio/Vidal_Covas_Liquids_Coding_Manual.pdf" target="_blank" rel="noopener noreferrer" class="inline-flex items-center gap-1 align-middle ml-2 px-2 py-1 text-sm border rounded-lg text-primary-600 dark:text-primary-400 border-primary-500 no-underline hover:bg-primary-50 dark:hover:bg-primary-950/50"> 🧾 Annotation Guidelines </a> -->