Best-senora/healthconnect-experience-lab

Data Analytics track work for the AnalystLab Africa Experience Lab — using the HealthConnect Clinic dataset to investigate appointment attendance and no-show patterns. # healthconnect-experience-lab Data Analytics track work for the AnalystLab Africa Experience Lab — using the HealthConnect Clinic dataset to investigate appointment attendance and no-show patterns. ## Week 4: HealthConnect Project Kickoff & Problem Understanding From Week 4,HealthConnect Clinic** — a fictional healthcare provider looking to use data and AI to reduce missed appointments and improve patient support. **My role (Data Analytics Track):** Understand the appointment dataset and identify how it can be used to investigate appointment attendance and no-show patterns. **This week I:** - Reviewed the Data Dictionary and dataset structure (5,000 records, 18 variables) - Conducted a data quality assessment (missing values, duplicates, value ranges) - Identified 8 key variables likely relevant to no-show behaviour - Defined 6 business questions to guide future analysis - Proposed 5 KPIs, each linked to a business question - Outlined an initial analysis approach and key assumptions/limitations/risks **Files:** - docs.google.com - docs.google.com **Next up (Week 5):** Begin calculating the proposed KPIs and comparing no-show rates across the identified variables.