Visualisasi Data Faktor yang Mempengaruhi Customer Churn Menggunakan Tableau

Customer churn is a phenomenon when customers stop using the services of a particular company and switch to services from another company. This phenomenon is very detrimental to the company, especially in terms of finance and reputation. Therefore, the Company needs to deal with this problem by designing an effective strategy. This study aims to create a data visualization in the form of a dashboard using the Tableau tool. In this study, descriptive analysis is used to draw conclusions and design strategies in dealing with customer churn problems. Based on the visualization results, it was found that the customer churn phenomenon tends to occur at the beginning of the subscription period, especially in the first month, and customers who choose the month-to-month contract type tend to experience churn. In addition, the payment method and type of internet service selected by the customer also affect the churn rate.

Authors

Institutions

Publication Details

Journal
Jurnal Nasional Ilmu Komputer
Published
2025-05-03
DOI
https://doi.org/10.47747/jurnalnik.v6i2.2695
Primary Topic
Data Mining and Machine Learning Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Visualisasi Data Faktor yang Mempengaruhi Customer Churn Menggunakan Tableau

Hanifatul Nurwigian, Apriade Voutama
Jurnal Nasional Ilmu Komputer
Data Mining and Machine Learning Applications
article

Visualisasi Data Faktor yang Mempengaruhi Customer Churn Menggunakan Tableau

Hanifatul Nurwigian, Apriade Voutama
article en

Abstract

Customer churn is a phenomenon when customers stop using the services of a particular company and switch to services from another company. This phenomenon is very detrimental to the company, especially in terms of finance and reputation. Therefore, the Company needs to deal with this problem by designing an effective strategy. This study aims to create a data visualization in the form of a dashboard using the Tableau tool. In this study, descriptive analysis is used to draw conclusions and design strategies in dealing with customer churn problems. Based on the visualization results, it was found that the customer churn phenomenon tends to occur at the beginning of the subscription period, especially in the first month, and customers who choose the month-to-month contract type tend to experience churn. In addition, the payment method and type of internet service selected by the customer also affect the churn rate.

Jurnal Nasional Ilmu KomputerVol. 6(2)
University of Singaperbangsa Karawang (ID)
Openalex Percentile: Top 88%
Data Mining and Machine Learning Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Visualisasi Data Faktor yang Mempengaruhi Customer Churn Menggunakan Tableau — Hanifatul Nurwigian, Apriade Voutama · Jurnal Nasional Ilmu Komputer (2025) | TGRS Research Map | TGRS