marychianumba / brain-stroke-analysis-using-sql Goto Github PK

Summary View Notebook

• The brain stroke dataset was gotten from Kaggle
• Pandas was used to import the dataset and converted into a dataframe
• The dataset was queried using sqlite3

Findings

• There are 2907 females in the dataset, 140 of them have brain stroke while 2767 have no stroke.
• There are 2074 males in the dataset, 108 of them have brain stroke while 1966 have no stroke.
• 219 people that are married have stroke and 29 people that are not married have stroke
• There are 2 children with stroke
• 264 females have hypertension and 215 males have hypertension
• 29 females and 35 males have both hypertension and heart disease
• The urban area has the highest number of people with no heart disease
• More than 90% of the people with private work type has no hypertension.