Question:

Analyze a Real$-$World Dataset:

Choose a publicly available dataset $($e$.$g$.,$ from Kaggle, World Bank$)$ or from your organization relevant to your field of study, of at least $15$ years.

Formulate $2-3$ research question based on the data and its objective

Provide $2-3$ literature reviews in background of study

With the collected information, provide the following analysis:

Descriptive Analysis

Provide a brief description of the dataset, including the variables included, the source of the data, and any relevant background information.

Exploratory Data Analysis

Conduct an exploratory data analysis to gain insights into the characteristics of the dataset. Use descriptive statistics, data visualization techniques, and graphical methods to summarize the data and identify patterns or trends.

Statistical Analysis

Apply appropriate statistical methods and techniques to analyze the dataset. This may include correlation analysis, regression analysis, t$-$test or other advanced statistical models depending on the research questions and objectives.

Present the findings using appropriate charts, graphs and statistical data Interpret and discuss your results and draw conclusions, discussing any limitations or biases.