Using python Twenty students were asked to rate on a scale of 1 to 5 the quality of the food in the student cafeteria, with 1 being “awful” and 5 being “excellent.”Place the 20 responses in a list1, 2, 5, 4, 3, 5, 2, 1, 3, 3, 1, 4, 3, 3, 3, 2, 3, 3, 2, 5Determine and display the frequency of each rating. Use the built-in functions, statistics module functions and NumPy functions to display the following response statistics: minimum, maximum, range, mean, median, mode, variance and standard deviation. The end result should kind of look like the image I provided. **Responses and Frequencies:**1: 3 2: 4 3: 8 4: 2 5: 3 **Statistical Analysis:**- **Minimum Response Count:** The value with the minimum frequency is 4, which occurred 2 times.- **Maximum Response Count:** The value with the maximum frequency is 3, which occurred 8 times.- **Range of Response Counts:** The values range from 2 to 8 in terms of frequency.- **Mean Response Count:** The average frequency of the responses is 4.- **Median Response Count:** The median frequency is 4, indicating the middle value of the dataset when ordered.- **Mode Response Count:** The most frequently occurring response count is 3.- **Variance:** The variance of the response counts is 4, showing the spread of the data points.- **Standard Deviation:** The standard deviation is 2.0, indicating the average distance from the mean.

Using python we create an code in which Twenty students were asked to rate on a scale of 1 to 5 the…

Answered: Using python Twenty students were…

Database System Concepts

7th Edition

ISBN:9780078022159

Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Chapter1: Introduction

Section: Chapter Questions

Problem 1PE

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Using python

Twenty students were asked to rate on a scale of 1 to 5 the quality of the food in the student cafeteria, with 1 being “awful” and 5 being “excellent.”

Place the 20 responses in a list

1, 2, 5, 4, 3, 5, 2, 1, 3, 3, 1, 4, 3, 3, 3, 2, 3, 3, 2, 5

Determine and display the frequency of each rating. Use the built-in functions, statistics module functions and NumPy functions to display the following response statistics: minimum, maximum, range, mean, median, mode, variance and standard deviation. The end result should kind of look like the image I provided.

**Responses and Frequencies:**

1: 3
2: 4
3: 8
4: 2
5: 3

**Statistical Analysis:**

- **Minimum Response Count:**
The value with the minimum frequency is 4, which occurred 2 times.

- **Maximum Response Count:**
The value with the maximum frequency is 3, which occurred 8 times.

- **Range of Response Counts:**
The values range from 2 to 8 in terms of frequency.

- **Mean Response Count:**
The average frequency of the responses is 4.

- **Median Response Count:**
The median frequency is 4, indicating the middle value of the dataset when ordered.

- **Mode Response Count:**
The most frequently occurring response count is 3.

- **Variance:**
The variance of the response counts is 4, showing the spread of the data points.

- **Standard Deviation:**
The standard deviation is 2.0, indicating the average distance from the mean.

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