Welcome to the INFO 640 Labs This is the lab page for INFO 640 at Pratt Institute. Dates apply to Fall 2020.
Links to the written guidelines, videos, and datasets for R are all on this site. For the syllabus, click here .
We will be using R Studio for writing and interpreting R code. Please install R Studio for your Operating System.
Introduction to R Week 1: 8/24 Written Guidelines
Video YouTube
No Data
Data Cleaning Week 2: 8/31 Written Guidelines
Video YouTube
Data
Descriptive Data Analysis Week 3: 9/14 Written Guidelines
Video YouTube
No Data
Data Visualization Week 4: 9/21 Written Guidelines
Video REQUIRED - Flowers
Pick one:
Categorical Variables Video
Time Series Video
No Data
Correlation & Regression Week 6: 10/5 Written Guidelines
YouTube Video
No Data
Probability Week 7: 10/12 Written Guidelines
YouTube Video
No Data
Written Guidelines
You Tube Video
Data
[Data Description](https://github.com/michellejm/info640/blob/master/DataSets/Normtemp README.txt)
Text Analysis Week 10: 11/2 Written Guidelines
YouTube Video
Data: Dickinson
Data: Songs
Data: Peace Treaties
Data Description: Peace Treaties
Mapping & Spatial Analysis Week 11: 11/9 Written Guidelines
YouTube Video
Data: 311
Data: Household Income
Data Description: Household Income
Data Neightborhood Tabluation Areas
All Mapping Data in a Folder
Let me know if you have trouble getting an API key.
Machine Learning Week 13: 11/23 Written Guidelines
YouTube Video
Data: Titanic
Data: Streeteasy
OPTIONAL Network Analysis Week 14: 11/30 Written Guidelines
NO VIDEO
Data: Simple Nodes
Data: Sample Network
Congratulations! You've completed all of the labs.
Reach out to Michelle at mmcsween AT pratt DOT edu with any questions.