Understanding the Maternal Death Crisis in the U.S.
About
- Analyzed CDC WONDER maternal mortality data (2018–2023) using Python, Claude, and Google Colab. Delivered insights by demographic and region to support public health equity efforts. Created a visual report in Gamma summarizing key trends and actionable recommendations.
Tools Used
- Gamma: For storytelling and presenting.
- Google Colab: For data cleaning, analysis, and visualization using python.
- Claude: For insights and recommendations overview.
Observations
- Black mothers were 3 times more likely to die from maternal related deaths than white mothers.
- Black and white mothers with a GED/High school diploma are most impacted by maternal related deaths.
- Mothers who are from the South faced the highest regional risk of dying from a pregnancy related death, especially those 25-39 years old.
Conclusion
- These findings underscore the urgent need for equity-focused interventions in maternal health. Addressing racial, education, age, and regional disparities is essential to reducing preventable maternal deaths.
Sales Analysis (2009-2012)
About
- Comprehensive analysis of 2009 - 2012 sales performance across different regions and customer segments, enabling stakeholders to drive business growth and increase profits.
Tools Used
- PowerBI: For creating the interactive dashboard, enabling dynamic data visualization.
- Microsoft Excel: For data storage and organization.
Observations
- The average customer buys 26 items per visit.
- The average sale is $1,780 with a profit of $181.
Conclusion
- To maximize profits, focus on main profitable segments, small businesses and corporate, both generating an average profit of $192 and $195 respectively, with Ontario and Prairie being the two in-demand regions.