Contents
Multiple Choice Questions (MCQs)
1. What is the primary goal of Weather Data Analysis?
a. To build video games
b. To analyze weather observations and identify trends
c. To design websites
d. To create databases
Answer: b. To analyze weather observations and identify trends
Weather Data Analysis helps uncover patterns and insights from weather observations.
2. Which library is commonly used to load CSV files in Python?
a. TensorFlow
b. OpenCV
c. Pandas
d. PyTorch
Answer: c. Pandas
Pandas provides powerful functions such as read_csv() for loading datasets.
3. Why do we handle missing values before analysis?
a. To increase file size
b. To avoid inaccurate results and errors
c. To change chart colors
d. To improve internet speed
Answer: b. To avoid inaccurate results and errors
Missing values can negatively impact analysis and visualizations.
4. Which visualization is commonly used to display trends over time?
a. Pie Chart
b. Scatter Plot
c. Line Chart
d. Histogram
Answer: c. Line Chart
Line charts effectively display changes across time periods.
5. What does a correlation heatmap help identify?
a. Weather forecasts
b. Missing values
c. Relationships between variables
d. Dataset size
Answer: c. Relationships between variables
Heatmaps visualize correlation strength among numerical variables.










