Variables and Data Types
In this chapter, we’ll cover the basics of Python programming. If you already know the language, feel free to skip ahead.
Before you can analyze data, you need a way to store values in memory for later use.
This is where variables come in — they let you assign names to pieces of information so your code can reference them easily.
How to Use Variables in Data Analysis
In data analysis, you often work with values such as scores, prices, temperatures, or timestamps.
Instead of writing those values repeatedly, you can store them in variables.
This makes your code cleaner, easier to update, and more reusable.
# Store a value in a variable score = 85 # Use the variable in an expression total = score + 10
Data Types in Python
Python doesn't treat all values the same. It automatically assigns each variable a type based on the value you assign.
In Python, when you assign a value, the variables' type is determined automatically.
The commonly used data types in Python are as follows:
- String
- Number
- Boolean
- List
- Dictionary
- Tuple
- Set
When working with real datasets, it is often necessary to check or convert data types before performing analysis.
Writing Clean Code
A good analyst writes not just correct code, but clean and readable code.
Choosing clear variable names and understanding data types will make your work easier to debug, share, and explain.
Lessons in this chapter · Python Programming Review
- 1. Variables and Data Types
- 2. Expressions and Arithmetic
- 3. String Operations
- 4. Lists in Python
- 5. List Methods and Slicing
- 6. Tuples and Sets
- 7. Dictionaries - Keys and Values
- 8. Dictionary Methods and Nesting
- 9. Conditional Statements (if, elif, else)
- 10. Loops - for and while
- 11. Control Flow & Data Structures Recap
- 12. Multiple-choice quiz
- 13. Loop Controls (break, continue, pass)
- 14. Functions - Defining and Calling
- 15. Function Arguments and Return Values
- 16. Variable Scope and Nested Functions
- 17. Exception Handling with try/except
- 18. File Reading and Writing
- 19. CSV File Parsing
- 20. Using Built-in Modules (math, random, datetime)
- 21. Importing External Modules
- 22. Fill-in-the-blank quiz
Python automatically assigns a data type to a variable based on the value you assign.
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