Esther🌹

[Esther🌹 @__esteri]

GitHub link: https://t.co/ytAF1heSRV

#DataAnalytics #PowerBI #Python #Analytics #HealthTech #AnalystLabAfrica #LearningInPublic

[Esther🌹 @__esteri]

Week 7 of my internship with @analystlabafric
For the HealthConnect Clinic project, I:
• Revalidated key KPIs and findings
• Tested variables together
• Refined the Power BI dashboard
• Validated interactive features

[Esther🌹 @__esteri]

• Documented Test → Finding → Action → Retest → Validated Improvement
• Collaborated with the Data Science track

The biggest lesson?

Good analytics isn’t just about finding patterns.

[Esther🌹 @__esteri]

GitHub link: https://t.co/zosSnhveNk

#DataAnalytics #HealthcareAnalytics #AnalystLabAfrica

[Esther🌹 @__esteri]

Week 6 of my internship with @analystlabafric

This week, I went deeper into my Week 5 findings by analysing multiple variables together to better understand missed appointments.

[Esther🌹 @__esteri]

I also validated key findings, identified groups that may need targeted interventions, and shared relevant insights with the Data Science track to support modelling decisions.

[Esther🌹 @__esteri]

Github Link: https://t.co/Y7rAMUKc9F

#DataAnalytics #PowerBI #DataVisualization #AnalystLabAfrica

[Esther🌹 @__esteri]

Week 5 of my internship with @analystlabafric

After establishing the analytical foundation in Week 4, Week 5 focused on taking the analysis further and turning the findings into a stakeholder-friendly business intelligence solution.

[Esther🌹 @__esteri]

🔹 Reminder coverage was 72.68%, with appointments receiving reminders showing an observed no-show rate of 47.36%, compared with 51.39% for appointments without reminders.

🔹 Follow-up appointments recorded the highest observed no-show rate at 51.23%.

[Esther🌹 @__esteri]

GitHub link: https://t.co/jyQlmDOXOQ

#AnalystLabAfrica#DataAnalytics

[Esther🌹 @__esteri]

Week 4 of my internship with @analystlabafric
This week, I worked on the HealthConnect Clinic Experience Lab dataset.
I used Python and Jupyter Notebook to begin investigating the clinic’s appointment data and the factors associated with missed appointments.

[Esther🌹 @__esteri]

• Define relevant business questions to guide the next stage of analysis
• Identify potential KPIs that can be used to measure appointment attendance and no-shows
This week was mainly about establishing a solid analytical foundation for the HealthConnect project.

[Esther🌹 @__esteri]

Through Power BI, DAX, KPI cards, interactive visuals, and slicers, I transformed these findings into an interactive dashboard designed to make business performance easier to understand.
Full Project: https://t.co/jpCzDG1CjP

#DataVisualization #AnalystLabAfrica

[Esther🌹 @__esteri]

Week 3 of my Data Analytics Internship with @analystlabafric focused on taking my Power BI analysis beyond basic reporting into deeper sales and profitability analysis.
Building on my Week 2 Sample Superstore dashboard, I explored where business performance was coming from.

[Esther🌹 @__esteri]

Through Power BI, DAX, KPI cards, interactive visuals, and slicers, I transformed these findings into an interactive dashboard designed to make business performance easier to understand.

Full Project: https://t.co/jpCzDG1CjP

#DataAnalyst #DataVisualization #AnalystLabAfrica

[Esther🌹 @__esteri]

• Product and category performance varied considerably, helping identify areas of strong performance as well as products that may require closer review.