Report: Investigating 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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Subscription churn
Documenting the Analysis Process
This phase of the project focused on executing the actual analysis. While I had already done significant prep work in
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Data Cleaning Progress Update
Clean data isn’t just about tidy spreadsheets; it’s what ensures that insights are reliable and decisions are well-informed. This stage
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Simulating Realistic Subscription Data for Business Intelligence
One of the biggest hurdles in building a business intelligence (BI) pipeline is… well, getting the data. But what happens
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Identifying Key Data Points for Analysis
To fix a problem, you first have to measure it correctly. For StaffWise, a subscription-based HR and workforce management platform,
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Problem Statement
StaffWise, a subscription-based HR and workforce management platform tailored for the hospitality industry, has seen a troubling pattern emerge: revenue