{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,12,24]],"date-time":"2024-12-24T05:06:57Z","timestamp":1735016817692,"version":"3.32.0"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643685694","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,12,20]],"date-time":"2024-12-20T00:00:00Z","timestamp":1734652800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,12,20]]},"abstract":"<jats:p>This study introduces PINAR (Population INfograms for Analysis and Research), a Streamlit-based web tool for visualizing and analyzing demographic data sourced from the Turkish Statistical Institute (TURKSTAT) using data mining techniques. PINAR integrates various demographic modules, including birth rates, population distribution by marital status, sex, and age groups as well as the most common baby names, and the most prevalent names and surnames over the years. A key feature of the tool is its ability to generate infograms which visualize population data on a map of Turkey, providing insights at both the provincial and district levels. The tool also presents population pyramids and race bar plots. The infograms support K-means and hierarchical clustering in the \u2018the most common baby names\u2019 and \u2018the most common names and surnames\u2019 modules, helping users uncover patterns and groupings for more detailed analysis. Users can explore demographic changes by selecting specific years or comparing data between two different years, with support for analyses based on absolute counts, ratios, and temporal changes. By revealing key demographic trends, PINAR offers enhanced insights for informed decision-making and academic research, making it a valuable tool for policymakers, researchers, and the public.<\/jats:p>","DOI":"10.3233\/faia241451","type":"book-chapter","created":{"date-parts":[[2024,12,23]],"date-time":"2024-12-23T09:49:16Z","timestamp":1734947356000},"source":"Crossref","is-referenced-by-count":0,"title":["PINAR: Population INfograms for Analysis and Research"],"prefix":"10.3233","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5688-4226","authenticated-orcid":false,"given":"Emre \u00d6ner","family":"Tartan","sequence":"first","affiliation":[{"name":"Vocational School of Technical Sciences, Baskent University, Ankara, Turkey"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","Fuzzy Systems and Data Mining X"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA241451","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,23]],"date-time":"2024-12-23T09:49:16Z","timestamp":1734947356000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA241451"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,20]]},"ISBN":["9781643685694"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia241451","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12,20]]}}}