Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter
A practical guide to manipulating data with Python using pandas, NumPy, and Jupyter. Clear, approachable explanations with real-world examples; customers appreciate the information quality but note mixed opinions on exercises
Highlights
- pandas data manipulation
- NumPy numerical operations
- jupyter notebook workflows
Pros
- clear, approachable explanations
- covers pandas and NumPy data manipulation
- real-world examples
- information quality praised by customers
Cons
- mixed feedback on learning material
- some say lack of end-of-chapter exercises
- color accuracy criticized for being black and white
