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Create a Program to Implement Box Plot in Python Assignment Solution

July 01, 2024
Dr. Olivia Campbell
Dr. Olivia
🇺🇸 United States
Python
Dr. Olivia Campbell holds a Ph.D. in Computer Science from the University of Cambridge. With over 800 completed assignments, she specializes in developing complex Python applications, including fitness trackers and exercise planners. Dr. Campbell's expertise lies in algorithm design and data analysis, ensuring optimal performance and accuracy in every project she undertakes.
Key Topics
  • Instructions
    • Objective
  • Requirements and Specifications
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Instructions

Objective

To ace your Python assignment, you need to write a program that implements a box plot in Python. Box plots are an essential tool for visualizing the distribution and summary statistics of a dataset. By accurately coding the box plot implementation, you'll demonstrate your proficiency in Python programming and your ability to create informative data visualizations. This assignment not only tests your technical skills but also your understanding of data visualization concepts. Make sure to follow best practices in coding, utilize relevant Python libraries like Matplotlib or Seaborn, and showcase your ability to present data effectively.

Requirements and Specifications

program-to-implement-box-plot-in-python

Source Code

import pandas as pd import matplotlib.pyplot as plt apt = pd.read_csv("https://raw.githubusercontent.com/noghte/datasets/main/apartments.csv") apt.head() apt.shape apt.info() price_list = apt["resale_price"][0:100] price_list price_list.describe() fig = plt.figure(figsize =(10, 7)) plt.boxplot(price_list) plt.show()

### the box plot indicates that the ranges of the resale price from 232000 to 832000 and have mean of 368492.76

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