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

No Lab Week 5: 9/28

Correlation & Regression Week 6: 10/5

Written Guidelines

YouTube Video

No Data

Probability Week 7: 10/12

Written Guidelines

YouTube Video

No Data

Confidence Week 8: 10/19

Written Guidelines

You Tube Video

Data

[Data Description](https://github.com/michellejm/info640/blob/master/DataSets/Normtemp README.txt)

No Lab Week 9: 10/26

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.

No Lab Week 12: 11/16

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.