2,008 mothers. 2 hospitals. 19 variables. 5 research questions.
Full maternal & child health analysis in R:
✅ Data cleaning with clinical judgment
✅ Table 1 with gtsummary
✅ 9 ggplot2 visualizations
✅ t-test, chi-square, logistic regression, Spearman correlation
✅ Defense-ready R Markdown report
Pre-eclampsia → only 30% good maternal outcomes.
NICU admission → 13x odds of neonatal death.
My MBChB caught what the code couldn't.
AI-simulated dataset. Real skills.
GitHub 👇
github.com/mugabepatricia/Ma…#RStats#HealthData#MaternalHealth#GlobalHealth#DataAnalytics
Just completed a full maternal & child health analysis in R — data cleaning → descriptive stats → ggplot2 visualizations → Spearman correlation, Fisher’s Exact Test & logistic regression → R Markdown report.
My MBChB caught indication bias the stats alone couldn’t explain.
AI-simulated dataset. Real skills.
Full project on GitHub 👇
github.com/mugabepatricia/Ma…#RStats#HealthData#MaternalHealth#DataAnalytics
What's your niche?
What are you good at, what do you actually enjoy doing for hours, and what will people pay for or care about?
Find it and stick to it.
#tech#BuildinPublic
Not many people leave medicine for data analytics.
I did — because I realized the questions I was asking at the bedside needed better data behind them.
Skills: Excel | SQL | Tableau
Background: Clinical medicine (MBChB)
Looking for: Remote data analyst role
Retweet if you know someone hiring 🙏
#DataAnalyst#HealthData#RemoteJobs#HireMe
Today, I learned about the six (6) steps involved in the data analysis process.
1. Ask
2. Prepare
3. Process
4. Analyze
5. Share
6. Act
I'll explain each step on how and why it's important.
Stay tuned for more
#DataAnalyst#SQL#dataanalytics
Today, I learned about the six (6) steps involved in the data analysis process.
1. Ask
2. Prepare
3. Process
4. Analyze
5. Share
6. Act
I'll explain each step on how and why it's important.
Stay tuned for more
#DataAnalyst#SQL#dataanalytics
Today, I learned about the six (6) steps involved in the data analysis process.
1. Ask
2. Prepare
3. Process
4. Analyze
5. Share
6. Act
I'll explain each step on how and why it's important.
Stay tuned for more
#DataAnalyst#SQL#dataanalytics