Project Title: Weather Data Analysis Objective: Conduct basic data analytics and visualization on the Weather Data Set to gain insights. No machine learning is required for this entry-level project, and tools such as PowerBI, Tableau, or any preferred tool can be used for analysis and visualization.
Tasks:
- Descriptive Statistics:
- Compute and present basic statistics (mean, median, standard deviation) for MinTemp, MaxTemp, Rainfall, and Evaporation.
- Time Series Visualization:
- Create a line chart to show the variations in weather variables over time, identifying trends or patterns.
- Correlation Analysis:
- Calculate and visualize correlations between MinTemp, MaxTemp, Rainfall, and Evaporation using a heatmap.
- Rainfall Distribution:
- Illustrate the distribution of rainfall through a histogram or kernel density plot, highlighting common levels and outliers.
- Seasonal Analysis:
- Analyze average values of weather variables across different seasons and visualize seasonal patterns with bar graphs.