A high school course designed to introduce students to the foundations of data analysis using Python.

  • Grades 9+
  • Advanced
  • Web

Data Science 1 Lesson Plan

Unit 4: Complex Charts

In this unit, your students will deep dive into charting as they explore more data visualization types such as box charts, pie charts, and donut plots. In this process, they will further build their data organization skills by learning about pivot tables and grouping data. Next, they'll explore how to combine graphs into effective figures with labels, legends, and other customizations to make their visualizations more convincing and compelling. Finally, students will model ocean data from NASA and experiment using their own data!

Suggested Unit Pacing Guide

WeekUnit Pacing
Week 6Lessons 4.1 - 4.5
Week 7Lessons 4.6 - 4.9

This pacing guide assumes a school calendar that will have:
  • One or two days at the start of the school year for school and classroom orientation activities
  • A few days when class time will be shorten due to unexpected interruptions such as fire drills or assemblies
  • A few days that school does not meet due to weather or teacher professional development
  • Several days that class will not meet due to school-wide standardized testing

If you are falling behind:
  • Reduce or eliminate some Challenges
  • Reduce or eliminate the "if time permits" parts of lessons

If you are getting ahead:
  • Provide students more time on the end-of-Unit Labs and their Final Project
  • Allow students to revise and resubmit their Labs based on your feedback
  • Revisit Challenges and expect students to complete more of the Challenges
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Class Presentations

These student-facing slide presentations help educators seamlessly run Tynker lessons in a virtual or physical classroom setting. Each lesson has its own set of slides that introduce the big ideas, suggest unplugged activities, and include a section for each activity module. While running lesson slides, you can switch back and forth between the activity, the slides, answer keys and other lesson materials.
A sample slide presentation is available for your review. Please log in to view all the class presentations available with your plan..
Lesson 1
Unit 1: Introduction
0 Slides
Lesson 2
Unit 2: Graphs
0 Slides
Lesson 3
Unit 3: DataFrames
0 Slides
Lesson 4
Unit 4: Complex Charts
0 Slides
Lesson 5
Unit 5: Capstone Project
0 Slides