TL;DR: We take raw, messy timesheet data, clean and standardize it in R, convert it into accurate hour calculations, automatically generate payroll vouchers for each staff member, and produce a clean summary file for tracking and reporting-all with minimal manual effort. Note: This article is meant to be demonstrative. The goal is to show what’s … Continue reading Automating Payroll Vouchers with R: From Messy Timesheets to Clean Outputs
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Introduction to Customer Analytics in a Grassroots Soccer Club
Abstract This article introduces the concept of customer analytics and explores its relevance in grassroots soccer organizations. While many clubs focus on coaching, logistics, and event planning, very few apply data-driven strategies to understand and improve the customer experience - namely, the families who register, pay, and engage with the club. This article outlines how … Continue reading Introduction to Customer Analytics in a Grassroots Soccer Club
The Hidden Cost of Untamed Data
At present, many of organizations' operational systems are patched together-one spreadsheet in one place, a form in another, or a last-minute count held in someone's head. While these ad hoc tools may help complete daily tasks, they do not provide a foundation for long-term improvement or scale. The organization is operating reactively rather than proactively. … Continue reading The Hidden Cost of Untamed Data
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Analytics & Reporting: Your Club’s Control Panel
Quick insights, zero guesswork You’ve done the hard work cleaning your data, so now it's time to put it to use. Imagine starting your week by easily seeing which teams are already full, which age groups still need players, and whether you're on track to meet your enrollment goals. Instead of spending hours sorting through … Continue reading Analytics & Reporting: Your Club’s Control Panel
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