Churn Analysis in Excel Demonstration
Автор: Probabilistically
Загружено: 2020-12-30
Просмотров: 32841
Описание:
Churn analysis demonstration by a former Director of Retention Analytics for the second-largest US cable company. Use my tips to do a quick, but not perfunctory analysis of your customer churn data using Excel. I analyze publicly available Kaggle telco churn dataset using pivot tables, pivot charts, VLOOKUP, and perform data visualization.
Learn how to identify variables that are associated with increased churn, how to correctly categorize your continuous variables and ways to visually present your findings.
Kaggle dataset: https://www.kaggle.com/blastchar/telc...
My blog post that describes the process: https://zyabkina.com/churn-analysis-i...
If you would like to improve your churn analysis skills on any platform, read my comprehensive guide. It summarizes lessons from many years of analyzing real subscriber data and will get you up to speed quickly.
https://zyabkina.com/churn-analysis-u...
Chapters:
0:00 Kaggle telecom churn data
1:08 Data prep: churn and total customers flags
2:08 Calculate churn rate in pivot table
3:06 Churn rate split by categorical variables
3:26 Pivot chart of churn rate
4:15 Handling continuous variables
6:50 Using VLOOKUP to bring outside data
9:10 Churn visualization and reporting
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