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Course Materials
- Python - UNION & Joins
- Stack / Unstack: Link
- Python - Filter and Aggregation
- Aggregation: Link
- Advanced Filters: Link
- Python - Data, Select
- Advanced Select: Link
- Select, Filter, and Mutate: Link
- Reading in Data: Link
- Python - Basics
- Part III Lambda Expressions and Functions: Link
- Part II - Modules and Objects: Link
- Part I - Data Types, Expressions, and Statements: Link
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- Midterm Study Guide: Link
| DB Folder
| Solution
- SQL Window Functions:
- Database - Baseball - Lahman: Link
- Database - US Baby Names: Link
- Notes - Top Baby Names by State & Year: Link
- Notes - Window Functions: Link
- SQL Joins:
- Database - Podcasts: Link
- Notes - Joins (Advanced): Link
- Notes - Joins (Simple): Link
- SQL UNION / Concatenate:
- Database - Nursing Home Providers: Link | Source: Link
- Database - World Happiness: Link
- Notes - Union: Link | World Happiness Top 10 List: SQL
- SQL Strings & Dates:
- Database - Captial Bike: Link | Source:
- Database - Nursing Home Providers: Link | Source: Link
- Notes - Dates: Link
- Notes - Strings: Link
- SQL Aggregation:
- SQL Advanced Filtering:
- Database - AirlineDelays: Link
- Notes: Link
- SQL Introduction:
- Database - AirlineDelays: Link
- Database - OECDEmployment: Link
- Notes: Link
- Window Functions in Prep
- Summaries + Joins with Prep
- MN Schools Open Enrollment: Link; Click List Files; Download 2023-2024 Open Enrollment
- Getting started with Prep
- Airline Delays (Counts): Link
- Airline On-Time Data (Raw Data): Link
- Instructions to get Tableau Prep
- Sign into an existing Tableau.com account, or create a new account using your school-issued email
- Once signed in, visit the TFT Activation page to download the latest versions of Tableau Desktop and Tableau Prep Builder
- Activate with product key: TC3B-683E-F7F0-8F9C-75BE
- Already have a copy of Tableau Desktop installed? Update the license key in the application: Help menu → Manage Product Keys
- Syllabus: Link
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Tasks / Homework
Task #2: Due Tuesday, Feb 25
Task #1 - Part B: Due Tuesday, Feb 3; Groups of Size 2 or less; 10 points
- Using Excel, import the Netflow.csv from Task #1
- Create a Pivot Table report that provides the sum of Netflow the school district of interest
- Create a Pareto Chart that show the Top 5 Netflow (districts that provided the most students to the district of interest)
and the Bottom 5 Netflow (districts for which the school district of interest lost the most students to). This chart should
have the school districts sorted by Netflow from largest to smallest.
- In Powerpoint, create a slide that automatically gets updated when the flow is rerun in Prep and the linked data in Excel is refreshed.
Your slide should include: 1) Name of School District of interest, 2) Sum of Netflow, and 3) Your Pareto Chart.
Task #1: Due Tuesday, Jan 28; Groups of Size 2 or less; 15 points
- Data: Folder
- Task: Link
- Submission: I will grade each group in class, I will specify a school district and your files should automatically update for this district
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