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project3_vivian's Introduction

README CI

This repository features the materials for Mini-Project 2. It includes:

  • A Makefile
  • A Dockerfile
  • A foundational set of libraries for development operations and web applications
  • GitHub Actions

Purpose Of Project

The purpose of the project is to use the polars to help with anaylizing datasets using Polars. I used the dataset "california housing price" and imported the csv file. In the first part, I use polars to sort the data points by descending house price and calculated the mean, median, and standard deviation of the "median_house_price" colunm. In the second part, I used matlibplot to generate and displayed a histogram of "median_house_price".

Preparation

  1. open the project in codespaces
  2. container built and virtual environment to activated through requirements.txt

Check Format & Errors

  1. make format
  2. make lint
Screen Shot 2023-09-13 at 2 06 28 PM
  1. make test
Screen Shot 2023-09-13 at 2 06 02 PM

summary statistics

  1. describe dataset
Screen Shot 2023-09-13 at 9 59 55 AM
  1. Bottom 3 house price
Screen Shot 2023-09-13 at 10 00 05 AM
  1. Calculate the median/mean/standard deviation for the 2022 numbers
Screen Shot 2023-09-13 at 10 00 16 AM

visualization

  1. Plot a histogram for the house value

Figure_1

project3_vivian's People

Contributors

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Watchers

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