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project:
type: website
title: "Programming in Python for Data Science"
# Setting the execution dir allows us to use `data/`
# instead of relative paths in regular code cells
execute-dir: project
# `render` executes and renders modules, slides, and exercises into `_site`
render:
- modules/**/*.qmd
- modules/index.qmd
# `resources` copies files into `_site` without execution
resources:
- styles.scss
- src/utils.py
- data
# Setting the pyodide resources allows live code cells to see files
# previously copied into `_site`
# by copying them to the virtual file system used by live coding
pyodide:
resources:
- src/utils.py
- data
website:
page-navigation: true
bread-crumbs: false
sidebar:
collapse-level: 1
logo: static/logo.svg
search: true
style: 'docked'
background: 'primary'
contents:
- section: "**M0. Welcome to Programming in Python for Data Science**"
contents:
- text: '0. Welcome!'
href: modules/index.qmd
- href: modules/module0/module0-01-programming_in_python_for_data_science.qmd
- text: ' 1.1. Prerequisite confirmation'
href: modules/module0/module0-02-are_you_ready.qmd
- section: "**M1. Python & Pandas - An Unexpected Friendship**"
contents:
- href: modules/module1/module1-00-module_learning_outcomes.qmd
- href: modules/module1/module1-01-introduction_to_dataframes.qmd
- text: ' 1.1. Exercises'
href: modules/module1/module1-02-describing_a_dataframe.qmd
- href: modules/module1/module1-03-introduction_to_pandas.qmd
- text: ' 2.1. Exercises'
href: modules/module1/module1-04-definitions.qmd
- href: modules/module1/module1-07-slicing_with_pandas_using_.loc[].qmd
- text: ' 3.1. Exercises'
href: modules/module1/module1-08-slicing_and_dicing_practice.qmd
- href: modules/module1/module1-11-slicing_columns_using_.loc[].qmd
- text: ' 4.1. Exercises'
href: modules/module1/module1-12-slicing_columns_only.qmd
- href: modules/module1/module1-13-selecting_using_.loc[].qmd
- text: ' 5.1. Exercises'
href: modules/module1/module1-14-rearraging_columns_and_rows.qmd
- href: modules/module1/module1-16-obtaining_dataframe_values.qmd
- text: ' 6.1. Exercises'
href: modules/module1/module1-17-practicing_selecting_values.qmd
- href: modules/module1/module1-18-selecting_a_single_column.qmd
- text: ' 7.1. Exercises'
href: modules/module1/module1-19-practicing_selecting.qmd
- href: modules/module1/module1-20-slicing_and_selecting_using_df.iloc[].qmd
- text: ' 8.1. Exercises'
href: modules/module1/module1-21-practicing_slicing_and_selecting_using_index_position.qmd
- href: modules/module1/module1-24-sorting_dataframes.qmd
- text: ' 9.1. Exercises'
href: modules/module1/module1-25-practice_sorting.qmd
- href: modules/module1/module1-26-summary_statistics.qmd
- text: ' 10.1. Exercises'
href: modules/module1/module1-27-fruit_bowl_statistics.qmd
- href: modules/module1/module1-29-frequency_tables_and_writing_csvs.qmd
- text: ' 11.1. Exercises'
href: modules/module1/module1-30-practicing_frequency_tables.qmd
- href: modules/module1/module1-31-quick_viz_with_altair.qmd
- text: ' 12.1. Exercises'
href: modules/module1/module1-32-practicing_bar_charts.qmd
- href: modules/module1/module1-34-what_did_we_just_learn.qmd
- section: "**M2. Not So Scary Wrangling (Table Manipulation and Chaining)**"
contents:
- href: modules/module2/module2-00-module_learning_outcomes.qmd
- href: modules/module2/module2-01-reading_in_different_file_types.qmd
- text: ' 1.1. Exercises'
href: modules/module2/module2-02-delimiter.qmd
- href: modules/module2/module2-06-arguments_for_reading_data.qmd
- text: ' 2.1. Exercises'
href: modules/module2/module2-07-name_that_argument.qmd
- href: modules/module2/module2-09-column_renaming_and_dropping.qmd
- text: ' 3.1. Exercises'
href: modules/module2/module2-10-column_editing_questions.qmd
- href: modules/module2/module2-13-column_arithmetic_and_creation.qmd
- text: ' 4.1. Exercises'
href: modules/module2/module2-14-column_arithmetic_questions.qmd
- href: modules/module2/module2-16-data_filtering.qmd
- text: ' 5.1. Exercises'
href: modules/module2/module2-17-filtering_question.qmd
- href: modules/module2/module2-20-conditional_value_replacement.qmd
- text: ' 6.1. Exercises'
href: modules/module2/module2-21-practice_replacing_values.qmd
- href: modules/module2/module2-22-chaining_notation.qmd
- text: ' 7.1. Exercises'
href: modules/module2/module2-23-chaining_true_false.qmd
- href: modules/module2/module2-25-grouping_and_aggregating.qmd
- text: ' 8.1. Exercises'
href: modules/module2/module2-26-fruit_salad_grouping_and_aggregating.qmd
- href: modules/module2/module2-29-plotting_with_altair.qmd
- text: ' 9.1. Exercises'
href: modules/module2/module2-30-plotting_a_groupby_object.qmd
- href: modules/module2/module2-31-what_did_we_just_learn.qmd
- section: "**M3. Tidy Data and Joining Dataframes**"
contents:
- href: modules/module3/module3-00-module_learning_outcomes.qmd
- href: modules/module3/module3-01-what_is_tidy_data.qmd
- text: ' 1.1. Exercises'
href: modules/module3/module3-02-tidy_data_questions.qmd
- href: modules/module3/module3-05-statistical_questions_and_tidy_data.qmd
- text: ' 2.1. Exercises'
href: modules/module3/module3-06-which_is_tidy.qmd
- href: modules/module3/module3-08-reshaping_with_pivot.qmd
- text: ' 3.1. Exercises'
href: modules/module3/module3-09-pivoting_questions.qmd
- href: modules/module3/module3-11-reshaping_with_pivot_table.qmd
- text: ' 4.1. Exercises'
href: modules/module3/module3-12-pivot_table_questions.qmd
- href: modules/module3/module3-14-reshaping_with_melt.qmd
- text: ' 5.1. Exercises'
href: modules/module3/module3-15-melting_questions.qmd
- href: modules/module3/module3-17-concatenation.qmd
- text: ' 6.1. Exercises'
href: modules/module3/module3-18-concat_questions.qmd
- href: modules/module3/module3-21-joining_dataframes_using_merge.qmd
- text: ' 7.1. Exercises'
href: modules/module3/module3-22-merge_questions.qmd
- href: modules/module3/module3-25-what_did_we_just_learn.qmd
- section: "**M4. Python Without the \"Eek\" (Basic Python)**"
contents:
- href: modules/module4/module4-00-module_learning_outcomes.qmd
- href: modules/module4/module4-01-python_data_types.qmd
- text: ' 1.1. Exercises'
href: modules/module4/module4-02-name_that_data_type.qmd
- href: modules/module4/module4-05-python_data_structures:_lists_tuples_and_sets.qmd
- text: ' 2.1. Exercises'
href: modules/module4/module4-06-name_that_data_structure.qmd
- href: modules/module4/module4-10-python_data_structures:_dictionaries.qmd
- text: ' 3.1. Exercises'
href: modules/module4/module4-11-dictionary_questions.qmd
- href: modules/module4/module4-14-dataframes_series_and_column_dtypes.qmd
- text: ' 4.1. Exercises'
href: modules/module4/module4-15-name_that_type_dtype.qmd
- href: modules/module4/module4-18-python_operations.qmd
- text: ' 5.1. Exercises'
href: modules/module4/module4-19-output_or_error_with_operations.qmd
- href: modules/module4/module4-21-operations_with_columns.qmd
- text: ' 6.1. Exercises'
href: modules/module4/module4-22-whats_that_output_with_column_operations.qmd
- href: modules/module4/module4-23-splitting_a_column.qmd
- text: ' 7.1. Exercises'
href: modules/module4/module4-24-practice_operations_with_dataframe_columns.qmd
- href: modules/module4/module4-25-what_did_we_just_learn.qmd
# Since we are declaring options for two formats here (html and revealjs)
# each qmd file needs to include a yaml block including which format to use for that file.
# https://github.com/quarto-dev/quarto-cli/issues/4583
format:
html:
callout-icon: false
theme: [united, styles.scss]
linkcolor: '#003366'
highlight-style: atom-one
grid:
sidebar-width: 350px
margin-width: 800px
live-html:
callout-icon: false
theme: [united, styles.scss]
linkcolor: '#003366'
highlight-style: atom-one
grid:
sidebar-width: 350px
margin-width: 800px
revealjs:
theme: styles.scss
width: 100%
monofont: Ubuntu Mono
mainfont: Ubuntu
font-size: 0.5em
monobackgroundcolor: '#F1F3F5'
highlight-style: atom-one
# tango atom-one nord
transition: slide
controls-layout: bottom-right
show-notes: true
slide-number: true
code-line-numbers: false
code-copy: true
progress: false
history: false
menu: false
execute:
echo: true