Business Data Analysis Using Kaggle Dataset & Statistics

Download a dataset from Kaggle (https://www.kaggle.com/) related to business analytics, such as sales, customer behavior, marketing trends, or financial performance etc. The dataset must include at least two categorical variables and at least two continuous variables.

1. Critically examine how the selected dataset can help address a specific business problem. Refer to the variables in the dataset to support your analysis.

2. Critically evaluate one variable from your dataset, using an appropriate statistical technique (such as descriptive statistics or a visual summary). Justify your choice of technique.

3. Formulate and test a hypothesis using two variables from your dataset. Your response should:

a. Construct the null and alternative hypotheses

b. Select an appropriate statistical test and justify your choicec.

c. Test the hypothesis (show the steps, results, and the screenshots of your implementation)

4. a. Analyze the findings from your hypothesis test in Q3 and propose a business solution based on them.

b. Hypothesize any limitations that could impact the reliability of your conclusions, such as sample size, data quality, or assumptions of the statistical test used.

c. Suggest how future analysis could be improved to strengthen decision-making.

Required:

• to solve the assessment data should be continuous and categorized data

• to answer Question2: choose one column of the dataset and illustrate it and use pie chart, bar chart, any chart

• Question3: to answer question3 use Hypothesis test with details illustration.

• Question4: to answer it

• Part a: Analyze result in Question3

• Need to have 5 references and citation in APA Standard

• Wording to be from 2000 to 3000 words

• Include Bried introduction and conclusion

• Table of content & Title