Jurnal Indonesia Sosial Teknologi
Vol. 5 No. 01 (2024): Jurnal Indonesia Sosial Teknologi

Dashboard Using R Shiny For Arima and Prophet Comparison

Christopher Caleb (Universitas Tarumanagara Jakarta, Indonesia)

Article Info

Publish Date
22 Jan 2024

Abstract

As technology progresses, more and more business processes are digitized. This research was made to find out how the document industry is affected and make an educated guess on revenue forecasts based on previous data. Data will be taken daily for five years, from January 2017 to December 2022. Revenue data will be forecasted with two methods: ARIMA and Prophet. Data will be plotted on a graph in a user-authenticated dashboard made with R Shiny. The results of each forecast will be error-tested with MAE and RMSE. The results show that Prophet consistently produces a smaller number in both tests, which shows that Prophet is the more accurate method out of the two.

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Journal Info
Jurnal Indonesia Sosial Teknologi
Website

Abbrev

jist

Publisher

CV. Publikasi Indonesia

Subject

Computer Science & IT Economics, Econometrics & Finance Environmental Science Law, Crime, Criminology & Criminal Justice Social Sciences

Description

Jurnal Indonesia Sosial Teknologi is a peer-reviewed academic journal and open access to social (Education, Economic, Law, Comunication, Management and Humaniora) and Technology . The journal is published monthly once by CV. Publikasi Indonesia. Jurnal Indonesia Sosial Teknologi provides a means for ...