Analisis Toko dan Asal Toko Fashion Pria di Shopee Menggunakan Data Scrapping dan Exploratory Data Analysis
Abstract
In the current era of technological development, e-commerce is required to be more developed, effective, efficient and become the main choice for buyers and sellers. The problem formulation of this journal is the most trending store and the city of origin of the store. This is evidenced by the best-selling products sold based on categories and types of men's fashion products. The purpose of this research is to find out the type of fashion that is loved by male buyers in the Shopee marketplace and get discounts/free shipping and can be a recommendation for what fashion products are suitable for newcomers to Shopee Indonesia. This research was conducted on April 4, 2021, which coincided with the Covid-19 pandemic. This research was carried out in 4 steps in applying Web Scrapping and Exploratory Data Analysis techniques: Observation, Data Collection, Information Extraction and Analysis. this research: (1) from the buyer's point of view it can be a reference for the goods to be purchased and get a discount/free shipping because the city of origin of the shop is the same or closest; (2) from the side of new sellers (new traders) in the Indonesian shopee marketplace, it can be a reference for any men's fashion that will sell well in the future based on the store that sells the most products.
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References
[2] I. Yunita, R. Pitri, and M. el-K. Kesuma, “Evaluasi Repositori UIN Raden Intan Lampung dengan Pendekatan Technology Acceptance Model (TAM) Evaluation,” N-JILS Nusant. J. Inf. Libr. Stud., vol. 4, no. 1, pp. 61–74, 2021.
[3] M. Lucky and N. Rosmadi, “Penerapan Strategi B isnis di Masa Pandemi Covid-19 Jurnal IKRA-ITH Ekonomika Vol 4 No 1 Bulan Maret 2021,” J. IKRA-ITH Ekon., vol. 4, no. 1, pp. 122–127, 2021.
[4] G. M. Arya Sasmita, P. A. Bayupati, and Gerlan A. Manu, “Sistem Transaksi Penjualan Kain Gringsing Berbasis Mobile (Mobile Commerce),” Commun. ACM, vol. 8, no. 1, pp. 91–96, 2009, [Online]. Available: http://portal.acm.org/citation.cfm?doid=953460.953483.
[5] E. Japarianto and S. Adelia, “Pengaruh Tampilan Web Dan Harga Terhadap Minat Beli Dengan Kepercayaan Sebagai Intervening Variable Pada E-Commerce Shopee,” J. Manaj. Pemasar., vol. 14, no. 1, pp. 35–43, 2020, doi: 10.9744/pemasaran.14.1.35-43.
[6] H. Rohmah and Z. A. Fataron, “Effect Analysis of Trust, Ease, Information Quality, Halal Product on Online Purchase Decision of 2016-2018 Batch Students of Islamic Economics Study Program in UIN Walisongo at Shopee Marketplace,” J. Digit. Mark. Halal Ind., vol. 1, no. 1, p. 1, 2020, doi: 10.21580/jdmhi.2019.1.1.4772.
[7] A. K-means, Y. D. Putra, M. Sudarma, I. Bagus, and A. Swamardika, “Cluster ing History Data Penjualan Menggunakan,” Maj. Ilm. Teknol. Elektro, vol. 20, no. 2, 2021.
[8] M. Mirza and H. Ali, “Strategi E-Commerce Shoppe: Dalam Konteks Bisnis Etik,” J. Manajemen, Vol 10, No 2, vol. 7, no. 1, pp. 99–104, 2020.
[9] T. Nawangsari, “Analisis Data Eksploratif Prestasi Mahasiswa Pada Mata Kuliah Statistika Matematika II,” Pros. Semin. Nas. Has. Penelit. dan Pengabdi. Kpd. Masy. I, no. September, 2017.
[10] V. Mitra, H. Sujaini, and A. B. P. Negara, “Rancang Bangun Aplikasi Web Scraping Untuk Korpus Paralel Indonesia - Inggris dengan Metode HTML DOM,” JUSTIN (Jurnal Sist. dan Teknol. Informasi), vol. 5, no. 1, pp. 36–41, 2017.
[11] D. D. Ayani, H. S. Pratiwi, and H. Muhardi, “Implementasi Web Scraping untuk Pengambilan Data pada Situs Marketplace,” JUSTIN (Jurnal Sist. dan Teknol. Informasi), vol. 7, no. 4, p. 257, 2019, doi: 10.26418/justin.v7i4.30930.
[12] Y. Sahria, “Implementasi Teknik Web Scraping pada Jurnal SINTA Untuk Analisis Topik Penelitian Kesehatan Indonesia,” in URECOL (Unversity Research Colloqium), 2020, pp. 297–306, [Online]. Available: http://repository.urecol.org/index.php/proceeding/article/view/1079.
[13] M. el-K. Kesuma, “Hasil analisis berita melalui google dan website shopee,” http://shopee.com/, 2022. http://shopee.com/.
[14] E. S. Sulistiyawati and A. Widayani, “Marketplace Shopee Sebagai Media Promosi Penjualan UMKM di Kota Blitar,” J. Pemasar. Kompetitif, vol. 4, no. 1, p. 133, 2020, doi: 10.32493/jpkpk.v4i1.7087.
[15] V. A. Flores, P. A. Permatasari, and L. Jasa, “Penerapan Web Scraping Sebagai Media Pencarian dan Menyimpan Artikel Ilmiah Secara Otomatis Berdasarkan Keyword,” Maj. Ilm. Teknol. Elektro, vol. 19, no. 2, p. 157, 2020, doi: 10.24843/mite.2020.v19i02.p06.
[16] A. Josi, L. A. Abdillah, and Suryayusra, “Penerapan teknik web scraping pada mesin pencari artikel ilmiah,” J. Sist. Inf., vol. 5, no. 1, pp. 159–164, 2014, [Online]. Available: http://arxiv.org/abs/1410.5777.
[17] D. F. Setiawan, T. Tristiyanto, and A. Hijriani, “Aplikasi Web Scraping Deskripsi Produk,” J. Teknoinfo, vol. 14, no. 1, p. 41, 2020, doi: 10.33365/jti.v14i1.498.
[18] L. Hayati, Hapipi, and S. Azmi, “Pelatihan Pemanfaatan Perangkat Lunak Tinkerplots Untuk Analisis Data Eksploratif Pada Pembelajaran Statistika Bagi Guru-Guru Matematika SMP/ SMA Di Gunung Sari Lombok Barat,” Angew. Chemie Int. Ed. 6(11), 951–952., vol. 1, no. 2, pp. 5–24, 2018.
[19] Beny, “Exploratory Data Analysis Pada Database Sistem Informasi Akademik Stikom Dinamika Bangsa,” J. Ilm. Media Process., vol. 11, no. 2, pp. 752–761, 2016.
[20] I. H. Muna, “Exploratory Data Analysis Grup Chat Whatsapp Mata Kuliah Manajemen Pembiayaan Pendidikan (Studi Kasus di Pascasarjana Universitas Negeri Semarang),” J. Litbang Edusaintech, vol. 2, no. 1, pp. 44–49, 2021.
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This work is licensed under a Creative Commons Attribution 4.0 International License
