Lesson 3: Exploratory Data Analysis with Simple Graphics
January 21, 2019
Review:
- Python
- Repl.it
Presentation:
- Exploratory Data Analysis (EDA)
- Look before you leap
- Graphical exploration
- DataCamp video
- Demonstrate EDA
- Download “Game Log” data from Basketball-Reference
- Sheets
- Import
- Histogram
- Scatterplot
- Python
- Setup csv
- https://repl.it/@justinholman/MakeHist
- Histogram
- Scatterplot
Activity:
- Select 6 players from your assigned team
- Each player should be productive (scores points) but they should also have a reasonable salary
- Your “salary cap” for the 6-player roster is $36M
- Try to assemble the most productive 6 players within the salary cap
- Download 2018-2019 “Game Log” data for these 6 individual players
- Make histograms in Sheets
- Make histograms in Python
- Add results to your portfolio