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_quarto.yml
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50 lines (42 loc) · 1.09 KB
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project:
type: book
book:
title: "Introduction to Data Science with Python"
author: "Arvind Krishna, Lizhen Shi, Emre Besler, and Arend Kuyper"
date: "9/20/2022"
sidebar:
search: true
logo: "NU_Stat_logo.png"
logo-href: "https://statistics.northwestern.edu/"
chapters:
- index.qmd
- part: 'Quick overview: Python programming'
chapters:
- Introduction to Python and Jupyter Notebooks.ipynb
- data_structures.ipynb
- part: 'Exploratory data analysis'
chapters:
- Reading data.ipynb
- NumPy.ipynb
- Pandas.ipynb
- Data visualization.ipynb
- Data cleaning and preparation.ipynb
- Data wrangling.ipynb
- Data aggregation.ipynb
- student_solutions.ipynb
appendices:
- Assignment A.ipynb
- Assignment B.ipynb
- Assignment C.ipynb
- Assignment D.ipynb
- Assignment E.ipynb
- Assignment F.ipynb
- Assignment G.ipynb
- Datasets.ipynb
- references.qmd
bibliography: references.bib
format:
html:
theme: cosmo
pdf:
documentclass: scrreprt