Which health conditions are the strongest indications for health risks during pregnancy?
Context
Data has been collected from different hospitals, community clinics, maternal health cares through the IoT based risk monitoring system.
- Age: Age in years when a woman is pregnant.
- SystolicBP: Upper value of Blood Pressure in mmHg, another significant attribute during pregnancy.
- DiastolicBP: Lower value of Blood Pressure in mmHg, another significant attribute during pregnancy.
- BS: Blood glucose levels is in terms of a molar concentration, mmol/L.
- HeartRate: A normal resting heart rate in beats per minute.
- Risk Level: Predicted Risk Intensity Level during pregnancy considering the previous attribute.
Insights -
a.Distribution of Risk Levels b.Average Metrics by Risk Level c.Average Metrics by Age Group d.Distribution of Risk Levels based on Age groups e.Trend of Blood Sugar (BS) levels over different Age groups f.Proportion of high-risk cases in each Age group g.Average Systolic BP for each Risk Level within different Age groups