Part 1: Data Exploration

For the variable "order" in each of the specified subgroups:

• Provide descriptive statistics: mean, mean, standard deviation, and sample size
• Plot histogram and boxplot

For the variable "premium" in each of the specified subgroups:

• Populate the given frequency table (use Pivot Table or R commands to find the counts)

1. Orders in the new platform.

Descriptive statistics:

	New platform (Nov 1, 2022)
Mean
Median
Standard Deviation
Sample Size

Graphs:

Histogram:

Boxplot:

2. Orders in the old platform.

Descriptive statistics:

	Old platform (May 1, 2022)
Mean
Median
Standard Deviation
Sample Size

Graphs:

Histogram:

Boxplot:

3. Orders of customers located in the pacific versus eastern region (New platform, Nov 1, 2022)

Descriptive statistics:

	Pacific	Eastern
Mean
Median
Standard Deviation
Sample Size

Graphs:

Histogram by location:

Boxplot by location:

4. Count of premium and no premium subscribers while on the old platform at the start (May 1, 2022).

Frequency Table:

	Count/Frequency
Yes
No
Total

5. Count of premium and no premium subscribers while on the old platform and new platform on November 1, 2022?

Frequency Table:

	Count/Frequency
	Old platform	New platform	Total
Yes
No
Total