Skip to main content

Ctrl+K

Data Pre-Processing and Visualization

Getting Started

Jupyter Notebooks and Python
Pandas for Data Analysis

Gathering Data

Learning Some SQL with BigQuery
Reading Data From the Web
Twitter a Social Media Scrape
Gathering Data Conclusion

Cleaning Data

Data Types
Strings
Strings And Cleaning a DataFrame
Dates
Integers and Floats
Factors and One Hot Encoding
Missing and Incomplete
Exam 2 Review

Great Visualizations

Graphical Excellence
Graphical Integrity
Graphical Sophistication

Creating Visulaizations

Visualize Amounts
Histograms
Many Distributions
Proportions
Visualizing Association
Uncertainty
Visualization Conclusion

Project Examples

Inverted Yield Curve
NHL Data Visualization

Selected Solutions

My Solutions
Exam 1 Solutions
Exam 2 Solutions
Exam 3 Solutions Data Visualization and Preprocessing

Repository
Open issue

Index

By The Jupyter Book community

© Copyright 2023.