Skip to content
/ DataScience_Intro_python Public

This is a free ebook for the course Data Science 1 with Python (STAT303-1), offered by the Department of Statistics and Data Science at Northwestern University

nustat.github.io/DataScience_Intro_python/

License

CC-BY-SA-4.0 license
6 stars 3 forks Branches Tags Activity
Star
Notifications You must be signed in to change notification settings

NUstat/DataScience_Intro_python

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

350 Commits
.github/workflows
.github/workflows
 
 
.ipynb_checkpoints
.ipynb_checkpoints
 
 
.quarto
.quarto
 
 
Datasets
Datasets
 
 
In_class_exercise1_files/libs
In_class_exercise1_files/libs
 
 
_book
_book
 
 
test_file_files/libs
test_file_files/libs
 
 
.gitignore
.gitignore
 
 
Assignment 1 (Reading data).ipynb
Assignment 1 (Reading data).ipynb
 
 
Assignment 2 (NumPy).ipynb
Assignment 2 (NumPy).ipynb
 
 
Assignment 3 (Pandas).ipynb
Assignment 3 (Pandas).ipynb
 
 
Assignment 4 (Data Visualization).ipynb
Assignment 4 (Data Visualization).ipynb
 
 
Assignment 5 (Data cleaning and preparation).ipynb
Assignment 5 (Data cleaning and preparation).ipynb
 
 
Assignment 6 (Data wrangling).ipynb
Assignment 6 (Data wrangling).ipynb
 
 
Assignment 7 (Data aggregation).ipynb
Assignment 7 (Data aggregation).ipynb
 
 
Assignment A.ipynb
Assignment A.ipynb
 
 
Assignment B.ipynb
Assignment B.ipynb
 
 
Assignment C.ipynb
Assignment C.ipynb
 
 
Assignment D.ipynb
Assignment D.ipynb
 
 
Assignment E.ipynb
Assignment E.ipynb
 
 
Assignment F.ipynb
Assignment F.ipynb
 
 
Assignment G.ipynb
Assignment G.ipynb
 
 
Data aggregation inclass.ipynb
Data aggregation inclass.ipynb
 
 
Data aggregation.ipynb
Data aggregation.ipynb
 
 
Data cleaning and preparation.ipynb
Data cleaning and preparation.ipynb
 
 
Data visualization.ipynb
Data visualization.ipynb
 
 
Data wrangling.ipynb
Data wrangling.ipynb
 
 
Datasets.ipynb
Datasets.ipynb
 
 
In_class_exercise1.html
In_class_exercise1.html
 
 
In_class_exercise1.ipynb
In_class_exercise1.ipynb
 
 
Introduction to Python and Jupyter Notebooks.ipynb
Introduction to Python and Jupyter Notebooks.ipynb
 
 
LICENSE.txt
LICENSE.txt
 
 
NU_Stat_logo.png
NU_Stat_logo.png
 
 
NumPy.ipynb
NumPy.ipynb
 
 
Pandas.ipynb
Pandas.ipynb
 
 
README.md
README.md
 
 
Reading data.ipynb
Reading data.ipynb
 
 
Untitled.ipynb
Untitled.ipynb
 
 
Untitled1.ipynb
Untitled1.ipynb
 
 
Untitled2.ipynb
Untitled2.ipynb
 
 
Untitled3.ipynb
Untitled3.ipynb
 
 
Untitled4.ipynb
Untitled4.ipynb
 
 
_quarto.yml
_quarto.yml
 
 
authors.jpg
authors.jpg
 
 
chck.csv
chck.csv
 
 
co.csv
co.csv
 
 
coords.csv
coords.csv
 
 
cover.png
cover.png
 
 
data_structures-Copy1.ipynb
data_structures-Copy1.ipynb
 
 
data_structures.ipynb
data_structures.ipynb
 
 
datatypes.png
datatypes.png
 
 
dpop.csv
dpop.csv
 
 
ds_image.jpg
ds_image.jpg
 
 
inClass_Data wrangling.ipynb
inClass_Data wrangling.ipynb
 
 
index.qmd
index.qmd
 
 
intro.qmd
intro.qmd
 
 
movie_data.json
movie_data.json
 
 
movie_ratings.csv
movie_ratings.csv
 
 
movies_sample_data.csv
movies_sample_data.csv
 
 
party_edited.csv
party_edited.csv
 
 
quarto_yml_file_Fall_2022.txt
quarto_yml_file_Fall_2022.txt
 
 
questions_test - Copy.json
questions_test - Copy.json
 
 
references.bib
references.bib
 
 
references.qmd
references.qmd
 
 
requirements.txt
requirements.txt
 
 
rough.ipynb
rough.ipynb
 
 
spotify_data.csv
spotify_data.csv
 
 
spotify_text.txt
spotify_text.txt
 
 
student_solutions-Copy1.ipynb
student_solutions-Copy1.ipynb
 
 
student_solutions.ipynb
student_solutions.ipynb
 
 
summary.qmd
summary.qmd
 
 
test_file.html
test_file.html
 
 
test_file.ipynb
test_file.ipynb
 
 
test_file.pdf
test_file.pdf
 
 
text.txt
text.txt
 
 
welcome.ipynb
welcome.ipynb
 
 
wordle.txt
wordle.txt
 
 

Repository files navigation

DataScience_Intro_python

This is a free ebook for the course Data Science 1 with Python (STAT303-1), offered by the Department of Statistics and Data Science at Northwestern University

About

This is a free ebook for the course Data Science 1 with Python (STAT303-1), offered by the Department of Statistics and Data Science at Northwestern University

nustat.github.io/DataScience_Intro_python/

Resources

Readme

License

CC-BY-SA-4.0 license
Activity
Custom properties

Stars

6 stars

Watchers

3 watching

Forks

3 forks
Report repository

Releases

No releases published

Packages

No packages published

Contributors 3

  •  
  •  
  •  

Languages