To use the Chi-square (χ²) independence test:
1. Make sure the data is categorical, not continuous.
2. Ensure the observations are independent.
3. Each category should have at least 5 expected frequencies.
4. Randomly sample the data.
5. Use nominal or ordinal data for analysis.
If these conditions are met, you can use the Chi-square independence test.
