| WEEK | DOW | DATE | PREPARE | TOPIC | MATERIALS | DUE |
|---|---|---|---|---|---|---|
| 1 | M | Mon, Jan 5 | πcomplete welcome survey | Welcome + data, R review |
slides01 01-example-unvotes |
|
| 1 | W | Wed, Jan 7 | π R basics π R4DS 28.1-28.5 πΊ git and GitHub for poets π Read syllabus and pass syllabus quiz to activate tokens |
Github + reproducible reports |
slides02 02-example-lego Lego report to replicate |
|
| 1 | F | Fri, Jan 9 | π 10 minute activity on markdown π R4DS Ch1 πΊ intro to ggplot |
ggplot |
slides03 03-ggplot-intro |
HW 1 |
| 2 | M | Mon, Jan 12 | π DataViz 17-21 |
Theming + Design |
slides04 04-customizing-plots |
|
| 2 | W | Wed, Jan 14 | π DataViz 15 |
Maps/spatial data |
slides05 05-maps |
HW 2 |
| 2 | F | Fri, Jan 16 | πΊ first 15 minutes of Accessible Data Science Beyond Visual Models π Skim Writing Alt Text to Communicate the Meaning in Data Visualizations |
Accesibility for data viz | slides06 | |
| 3 | M | Mon, Jan 19 | π R4DS 3.1-3.4 |
Verbs |
slides07 07-verbs |
|
| 3 | W | Wed, Jan 21 | π R4DS 3.5 π R4DS 5.1-5.4 |
Groups and summarizing Tidy data |
slides08 08-dplyr2 |
HW 3 |
| 3 | F | Fri, Jan 23 | π R4DS 4 |
Code style |
slides09 09-tidyr |
Lab Quiz 1 |
| 4 | M | Mon, Jan 26 | π R4DS 19.1-19.3 | Combining datasets |
slides10 10-combining |
Lab Quiz 1 (postponed from 1/23) |
| 4 | W | Wed, Jan 28 | π R4DS 7.1-7.4 π R4DS 17.1-17.3 |
Import data and dates/times |
slides11 11-import |
HW 4 |
| 4 | F | Fri, Jan 30 | π R4DS 16 |
Working with factors |
slides12 12-factors |
Portfolio 1 |
| 5 | M | Mon, Feb 2 | π R4DS 14 π R4DS 15.1-15.5 |
Working with strings and Regex |
slides13 13-strings-regex |
|
| 5 | W | Wed, Feb 4 | π MDSR 19.2 π Google ngram viewer |
Intro to Text Analysis |
slides14 14-text-case-study |
HW 5 |
| 5 | F | Fri, Feb 6 | π The Trouble with Sentiment Analysis | Text Analysis |
slides15 15-sentiment |
Lab Quiz 2 |
| 6 | M | Mon, Feb 9 | ποΈ Midterm Break; no class | |||
| 6 | W | Wed, Feb 11 | π R4DS 25 | Functions |
slides16 16-functions Week 6/7 groups |
Portfolio 2 |
| 6 | F | Fri, Feb 13 | π MDSR 7.1-7.3 | Iteration |
slides17 17-iteration |
HW6 |
| 7 | M | Mon, Feb 16 | Iteration II |
slides18 18-iteration-2 |
||
| 7 | W | Wed, Feb 18 | πWhat is an API? πR4DS 23 (skip case studies) π sign up for a census API key |
APIs |
slides19 19-apis |
HW7 |
| 7 | F | Fri, Feb 20 | Scraping I |
slides20 |
Lab Quiz 3 , Final Project Idea Form | |
| 8 | M | Mon, Feb 23 | π R4DS 24.2;24.5 π install and test selectorGadget |
Scraping II |
slides21 21-scraping |
Final Project Ranking Form |
| 8 | W | Wed, Feb 25 | π Explore htmlWidgets gallery + source code π Explore NZ Earthquakes and source code |
Intro to Interactivity |
slides22 22-interactivity 22-dashboard-example |
HW8 Portfolio 3 |
| 8 | F | Fri, Feb 27 | Pick one: πΊ Shiny basics playlist πCh 1-2 of Mastering Shiny |
Shiny 1 |
slides23 23-shiny |
|
| 9 | M | Mon, Mar 2 | Pick one: πΊ Reactivity in shiny playlist πCh 3 of Mastering Shiny |
Shiny 2 |
slides24 24-shiny2 |
|
| 9 | W | Wed, Mar 4 | Shiny 3 |
slides25 25-shiny-design |
Final Project sketch | |
| 9 | F | Fri, Mar 6 | πMDSR 15.1-15.4 | SQL |
slides26 26-sql |
Portfolio 4 |
| 10 | M | Mon, Mar 9 | Project Demos |
slides27 |
Makeup lab quiz (Optional!) | |
| 10 | W | Wed, Mar 11 | Project Demos |
HW9 Makeup lab quiz (Optional!) |
||
| NA | Fri, Mar 13 | ποΈ Reading days | tbd | |||
| NA | Mon, Mar 16 | Final Project Due @ noon | tbd | Final Project |
Stat 220: Intro to Data Science
This page contains an outline of the topics, content, and assignments for the term. Note that this schedule will be updated as the term progresses and the timeline of topics and assignments might be updated. Any major changes to due dates will be announced in class and indicated in bold here.