/descriptives-realpython

HHA507 / Data Science / Assignment 4 / Part 2

Primary LanguageJupyter Notebook

descriptives-realpython

For HHA507 Assignment 4 Part 2

This repo aims to practice descriptive statistics by learning:

  1. What numerical quantities you can use to describe, how to calculate them in python, and summarize your datasets
  2. How to calculate descriptive statistics in pure Python
  3. How to get descriptive statistics with available Python libraries
  4. How to visualize your datasets

Learning Libraries

  • Use Python’s statistics for the most important Python statistics functions.
  • Use NumPy to handle arrays efficiently.
  • Use SciPy for additional Python statistics routines for NumPy arrays.
  • Use Pandas to work with labeled datasets.
  • Use Matplotlib to visualize data with plots, charts, and histograms.

Learning Resource Used: https://realpython.com/python-statistics/