Conditional Statements
Conditional statements allow a program to make decisions and execute different blocks of code depending on whether a condition is true or false. This is what gives your programs the ability to respond intelligently to different situations and data.
The if, elif, and else Statements
score = 78
if score >= 90:
grade = "A"
elif score >= 75:
grade = "B"
elif score >= 60:
grade = "C"
else:
grade = "D"
print(grade) # Output: B
In the example above, Python checks each condition in order and executes the first block whose condition evaluates to true, skipping the rest.
Why This Matters in Data Science
- Filtering datasets based on specific criteria
- Flagging outliers or missing values during data cleaning
- Building rule-based logic before applying machine learning models
Well-structured conditional logic is often the first line of quality control in any data pipeline, catching issues before they affect analysis.
Next Up
Conditions decide what happens once. To repeat actions across data, you need loops, the focus of the next topic.