What can you infer from the distribution and summary measure

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Reference no: EM133653889

Assignment: Fundamentals of Data Science

Find a dataset of interest to you that includes at least one nominal, one ordinal, and one interval or ratio variable. This dataset can be sourced online, from your work, or even be a dataset you create yourself.

I. Analysis: Conduct a univariate analysis of each variable you identified. This should include:

1. Creating a frequency distribution for the nominal and ordinal variables.
2. Calculating common summary measures (e.g., mean, median, mode, standard deviation, variance) for the interval or ratio variable.

II. Interpretation: Provide an interpretation of your findings. What can you infer from the distribution and summary measures? How does the type of data (nominal, ordinal, interval/ratio) influence the kind of analysis you can perform and the insights you can gain?

III. Reflection: Discuss the importance of understanding the type of data and appropriate descriptive statistics in data analysis.

Reference no: EM133653889

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