https://mail.insyma.org/proceedings/files/original/articles/5_bobby.pdf Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Proceedings of the International Symposium on Management (INSYMA) (Vol 21, 2024) Proceedings meta_title Estimating the Number of Traditional Coffee Shops (Warung Kopi) in Surabaya A Geospatial Analysis Approach Author #1 Bobby Ardiansyahmiraja Author #2 Jun Kajee Author #3 Irene Dyah Ayuwati Abstract/Description This study aims to estimate the number of traditional coffee shops, known locally as "Warung Kopi" or "Warkop," in Surabaya, Indonesia. Traditional coffee shops play a significant role in the daily social and economic life of Indonesian communities but have received little attention in academic research. This paper utilizes a straightforward geospatial analysis technique to map and estimate the number of these establishments within Surabaya. Using Python for random geographic sampling within the city's administrative boundaries and the Google Places API for identifying relevant coffee shops, this research provides an initial count of Warung Kopi, estimating there to be between 17,000 and 27,000 in the city. This simple yet effective approach offers a replicable method for similar studies in other contexts, providing insights into the scale of informal economies in urban areas. keywords a;b;c;d Coffee Shop, Warkop, Surabaya, Google Places API publication_date 2025/06/20 2024/06/15 pdf_url https://insyma.org/proceedings/files/original/articles/5_bobby.pdf abstract_html_url https://insyma.org/proceedings/items/show/ https://insyma.org/proceedings/items/show/171 firstpage 23 lastpage 26 issn 3047-857X 3047-857X conference Proceedings of the International Symposium on Management (INSYMA) Proceedings of the International Symposium on Management (INSYMA) publisher_name Fakultas Bisnis dan Ekonomika, Universitas Surabaya Fakultas Bisnis dan Ekonomika, Universitas Surabaya no article 171 Volume 21 URL https://insyma.org/proceedings/files/original/articles/5_bobby.pdf Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Estimating the Number of Traditional Coffee Shops (Warung Kopi) in Surabaya A Geospatial Analysis Approach Creator An entity primarily responsible for making the resource Bobby Ardiansyahmiraja, Jun Kajee, Irene Dyah Ayuwati