Penggunaan Bahasa Pemrograman Python dalam Menganalisis Hubungan Kualitas Kopi dengan Lokasi Pertanian Kopi

  • Regina Lo Universitas Bina Nusantara
  • Alfred Edbert Yunanto Universitas Bina Nusantara
  • Rasya Nuhaifa Movia Universitas Bina Nusantara
  • Lambert Aditama Soehardjianto Universitas Bina Nusantara
  • Ferdinand Wangsa Universitas Bina Nusantara
  • Natalie Asdyo Lidjaja Universitas Bina Nusantara
  • Rahmi Yulia Ningsih Universitas Bina Nusantara
Keywords: Coffee, Quality, Location, Python programming language, Exploratory data analysis

Abstract

Coffee is a drink that everyone loves, however, not all coffee consumed has good quality. The quality of coffee is influenced by various factors, one of which is the location of the farm. Therefore, it is very important to analyze the relationship between coffee quality and relevant farm sites. To achieve this goal, the author conducted a study that aims to explore the relationship between the quality of coffee and the elevation location where coffee is grown. The author collects data through a website called kaggle. The author analyzes data with the exploratory data analysis (EDA) method using the Python programming language to analyze data between the quality and area of coffee farming in a country that produces a lot of coffee. Through this study, the Author found that the higher the coffee farming location, the better the quality of the coffee produced.

 

References

Alemnew, S., & Kebede, G. (2020). Factor Affecting Coffee (Coffee Arabica L) Quality and Grading Methods . Journal of Natural Sciences Research, 10(4).
Amalia, W. G. (2018, October 6). (thesis). Analisis Faktor-Faktor Yang Mempengaruhi Cita Rasa Kopi Puntang di Desa Cimaung Kabupaten Bandung. Universitas Pasundan. Retrieved June 26, 2023, from http://repository.unpas.ac.id/37781/.
Balasankula, H., Jadon, A., Varshney, H., & DSouza, D. (2022, December 29). Descriptive and predictive data mining comparison: 6 critical differences - learn. Hevo. https://hevodata.com/learn/descriptive-and-predictive-data-mining/.
Cahyadi, M. D. P. A., Tarjok, & Purwanto. (2021). PENGARUH KETINGGIAN TEMPAT TERHADAP SIFAT FISIOLOGI DAN HASIL KOPI ARABIKA (Coffea arabica) DI DATARAN TINGGI DESA SARWODADI KECAMATAN PEJAWARAN KABUPATEN BANJARNEGARA. Jurnal Ilmiah Media Agrosains, 7(1). https://repository.polteklpp.ac.id/id/eprint/3427/1/215-File%20Utama%20Naskah-533-1-10-20211223.pdf
Lestari, M. (2021, May 28). Faktor Yang Mempengaruhi Mutu Dan Citarasa kopi. Cyber extension. https://cybex.pertanian.go.id/artikel/97824/faktor-yang-mempengaruhi-mutu-dan-citarasa-kopi/#
Nurdin, N. (2021, March 23). (thesis). ANALISIS PENGARUH TANAMAN NAUNGAN TERHADAP PRODUKSI TANAMAN KOPI DI DESA TAMBORA KECAMATAN PEKAT KABUPATEN DOMPU. Universitas Muhammadiyah Mataram. Retrieved June 26, 2023, from https://repository.ummat.ac.id/2401/.
Putri, M. K., & Delima, B. R. E. M. (2022). Pengaruh Daerah Tempat Tumbuh Terhadap Kadar Kafein Biji Kopi Robusta (Coffea canephora) . Jurnal Ilmu Kesehatan Bhakti Setya Medika, 7(1). https://jurnal.poltekkes-bsi.ac.id/index.php/bsm/article/view/83.
Sahoo, K., Samal, A. K., Pramanik, J., & Pani, S. K. (2019). Exploratory Data Analysis using Python. International Journal of Innovative Technology and Exploring Engineering (IJITEE), 8(12). https://doi.org/10.35940/ijitee
Suara, K. A., Widia, W., & Gunadnya, I. B. P. (2018). Pemahaman Petani Tentang Budidaya Kopi Arabika dan Pengaruhnya Terhadap Produktivitas Hasil Panen. JURNAL BETA (BIOSISTEM DAN TEKNIK PERTANIAN), 6(2). https://ojs.unud.ac.id/index.php/beta.
Wahyuni, E. D., Arifiyanti, A. A., & Kustyani, M. (2019). Exploratory Data Analysis dalam Konteks Klasifikasi Data Mining. Prosiding Nasional Rekayasa Teknologi Industri dan Informasi Tahun 2019 (ReTII), 14. https://journal.itny.ac.id/index.php/ReTII/article/view/1530/908
Published
2023-05-30
How to Cite
Regina Lo, Alfred Edbert Yunanto, Rasya Nuhaifa Movia, Lambert Aditama Soehardjianto, Ferdinand Wangsa, Natalie Asdyo Lidjaja, & Rahmi Yulia Ningsih. (2023). Penggunaan Bahasa Pemrograman Python dalam Menganalisis Hubungan Kualitas Kopi dengan Lokasi Pertanian Kopi. Jurnal Publikasi Teknik Informatika, 2(2), 100-109. https://doi.org/10.55606/jupti.v2i2.1752

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