This report is a course project on the analysis of meteorological features and prediction of rainfall in Australia, using the Rain in Australia dataset. The report includes the following sections:
- Dataset Overview: This section describes the attributes of the dataset, the number of observations, and the data types.
- Data Preprocessing: This section carries out data exploration, data cleaning, data reduction, and statistical testing steps. Methods such as the 3-sigma rule, PCA, MCA, Z-test, and Chi-squared test are used.
- Research Data Analysis: This section performs univariate analysis, multivariate analysis, time series analysis, cluster data analysis, and the FP-Growth problem. Methods such as Univariate Analysis, Multivariate Analysis, Cross-Tabulate, FP-Growth, and specific types of charts are used.
- Conclusion: This section summarizes the research results, evaluates the strengths and weaknesses, and proposes future development directions.
(Note: The content of the report is written entirely in Vietnamese)
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