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Series: Investigating Subscription Churn at StaffWise

Problem Statement

This entry is part 1 of 6 in the series Investigating Subscription Churn at StaffWise

StaffWise, a subscription-based HR and workforce management platform tailored for the hospitality industry, has seen a troubling pattern emerge: revenue […]

Identifying Key Data Points for Analysis

This entry is part 2 of 6 in the series Investigating Subscription Churn at StaffWise

To fix a problem, you first have to measure it correctly. For StaffWise, a subscription-based HR and workforce management platform, […]

Simulating Realistic Subscription Data for Business Intelligence

This entry is part 3 of 6 in the series Investigating Subscription Churn at StaffWise

One of the biggest hurdles in building a business intelligence (BI) pipeline is… well, getting the data. But what happens […]

Data Cleaning Progress Update

This entry is part 4 of 6 in the series Investigating Subscription Churn at StaffWise

Clean data isn’t just about tidy spreadsheets; it’s what ensures that insights are reliable and decisions are well-informed. This stage […]

Documenting the Analysis Process

This entry is part 5 of 6 in the series Investigating Subscription Churn at StaffWise

This phase of the project focused on executing the actual analysis. While I had already done significant prep work in […]

Report: Investigating Churn at Staffwise

This entry is part 6 of 6 in the series Investigating Subscription Churn at StaffWise

In earlier stages of this project, I defined StaffWise’s revenue leakage problem and outlined key metrics for analysis. The previous […]

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Loice Mumo | Data Analyst

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