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Surfing the Data Pipeline with Python

Get Started

1. Getting Yourself Unstuck

Get Data

2. Loading Data from Electronic Data Files
3. Loading, Converting, and Writing JSON Files
4. Acquiring Data from APIs
5. Web Scraping Using BeautifulSoup
6. Creating and Connecting to Databases

Wrangle Data

7. Database Queries
8. Data Wrangling with pandas
9. Reshaping and Merging Data and Working with Strings, Dates, and Times

Explore and Communicate Data

10. Exploratory Data Analysis
11. Static Data Visualizations
12. Interactive Data Visualizations and Dashboards

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By Jonathan Kropko (jkropko@virginia.edu)

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