PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND OFFICIAL STATISTICS
Vol. 2021 No. 1 (2021): Proceedings of 2021 International Conference on Data Science and Official St

Data Input Quality Metrics on Mobile Positioning Data (MPD)

Alfatihah Reno MNSP Munaf (Directorate of Statistical Information System, BPS - Statistics Indonesia - Jakarta)
Amanda Pratama Putra (Directorate of Statistics Methodology, BPS - Statistics Indonesia - Jakarta)
Wa Ode Zuhayeni Madjida (Directorate of Statistical Information System, BPS - Statistics Indonesia - Jakarta)
Ignatius Aditya Setyadi (Directorate of Statistical Information System, BPS - Statistics Indonesia - Jakarta)
Amin Rois Sinung Nugroho (Directorate of Statistical Information System, BPS - Statistics Indonesia - Jakarta)



Article Info

Publish Date
04 Jan 2022

Abstract

Statistics Indonesia (BPS) has been using Mobile Positioning Data (MPD) to support official statistics since 2016. As a source of big data, MPD also has veracity characteristics, indicating uncertainty in the data. Therefore, it is necessary to check that the data are good enough to allow further analysis and the quality assurance process. Currently, there is no established international standard for quality assurance of MPD. This paper describes the quality matrix used by BPS in examining data from mobile operators. BPS uses thirteen indicators in conducting quality assurance, where the inspection uses several different methods, such as setting a threshold, checking data completeness, and checking the form of data distribution. Exploratory Data Analysis is carried out to determine whether the data meets the requirements for further analysis. We conducted this research on a mobile network operator data for June - July 2020 as the basis for MPD analysis in 2021. Based on the inspection during this period, BPS can cooperate with this cellular operator to conduct data analysis in 2021. However, the operator must repeat the calculation of the required matrix as quality assurance every month.

Copyrights © 2021






Journal Info

Abbrev

icdsos

Publisher

Subject

Computer Science & IT

Description

International Conference on Data Science and Official Statistics International Conference on Data Science and Official Statistics (ICDSOS) 2023 is organized by Politeknik Statistika STIS and Statistics Indonesia (BPS). This international conference in collaboration with Forum Pendidikan Tinggi ...