RSIT Workshop (Uni Tübingen) 2021
RSIT Workshop (Uni Tübingen) 2021
Week 1
Session 1 (Intro Python)
Introduction to Python for Economics
Jupyter Notebooks
(Demo) Replicating the ProductSpace
GitHub
Session 2 (Python Fundamentals)
Python Basics
Python Collections
Python Control Flow
Exercises
Python Functions
Session 3 (Python Ecosystem)
Overview of Python Ecoysystem
NumPy
Pandas
Matplotlib
statsmodels
Numba
Other Packages
Exercises
Questions & Answers
Session 4 (Pandas)
Pandas Introduction
Pandas Basics
Pandas Index
Pandas Cleaning
Pandas Reshaping
Exercises
Week 2
Session 5 (Python and Stata)
Stata and Python
Setup Python in Stata
Integrated Workflows
File based Workflows
Session 6 (Pandas)
Pandas Reshaping
Pandas Merge
Pandas Groupby
Pandas Time-Series
Exercises
Session 7 (Python and Stata)
Stata and Jupyter
A Common Workflow
Integrations with Other Languages
Exercises
Session 8 (SQL, Scraping, and Workflow)
SQL
Text Editors
Python Files
Web Scraping
Workflow Tools
Resources
Getting Setup for the Workshop
How will the Workshop work?
Index
