Instructor Files and Resources are COMING SOON
Chapter
Activity
Instructor Resources
Frontis
1
Principles of Scientific Graphical Display
Principles of Graphics
2
Overview of the Datasets Available for the Class
3
An Experiment in Graphical Perception
4
Critiquing a Graphic for Graphicacy
Getting Started with Data
5
Setting up Your Accounts
6
Creating a Simple Database – An Excel Strawman
7
Overview of SQL
8
Creating a Simple Database – Now with PostgreSQL
9
Simple SQL
Introduction to R
10
An Introduction to R and R Studio
11
Setting Up R
12
A Starting Point – Some Simple R
13
Reading in Data Files
14
R Plots
15
Learning Some Simple Plotting Features of R
16
Your First Advanced Plot
17
Code Sharing
18
Thinking like a Computer – Pseudo-coding and Functions
19
Write Your Own Function
20
Connecting to the Class Database via RODBC and PostgresSQL Drivers
21
Using R with PostgreSQL
22
Packages
23
Working with Time in R
Using Graphics for Exploratory Data Analysis
24
Interactive Review of Basic Statistics Using R
25
Basic Charts for Single Discrete Variable
26
Exploring Single Discrete Variable Plots
27
Exploratory and Diagnostic Plots for the Distribution of a Single Continuous Variable
28
Probability Distributions
29
Kernel Density Estimates and Histograms
30
Diagnosing a Distribution
31
Depicting the Distribution Involving Discrete Variables
32
Depicting the Distribution of Two Continuous Variables
33
Introduction of Final Project Topics
34
One and Two Sample Tests
35
Exploring Confidence Intervals and Simple Hypothesis Testing
36
An Application of Hypothesis Testing
Data Exploration for Understanding
37
Advanced Multivariate Continuous Displays and Diagnostics
38
Introduction to Random Sampling
Putting it All Together: An Independent Structured Analysis
T1
Assessing The Accessibility Of Trimet Bus Stops
T2
Assessing Trimet Bus Headway Reliability
T3
Bicycle Performance
T4
Freeway Data and Incidents
T5
Freeway Data and Weather
T6
WIM Data – Side By Side Loadings
Appendix
Dataset Narratives