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Data Science with Python

Data Storytelling

Students will use and analyze data to tell a data story. They will create a visually appealing infographic that displays important data visualizations. The infographic will also tell a story based on their interpretation after exploring, analyzing, and visualizing the data.

Lessons

3.1 Data Storytelling

  • Data Storytelling
  • Project Kickoff: Data Storytelling
  • Sharks: Friends or Foe?
  • Is That True? DUIs and the NFL
  • Data Story Reflection
  • +2 more

3.2 Data for Your Story

  • Find and Clean the Data
  • Clean Your Data

3.3 Data Visualizations

  • Types of Data Visualizations
  • Types of Data Visualizations
  • State Education Pie
  • School Scatterplot
  • Debug the Pie
  • +1 more

3.4 Line and Bar Charts

  • Live Code - Line and Bar Charts
  • School Line Chart
  • Add Some Style!
  • Rain on Me
  • Temperature Bar Chart
  • +2 more

3.5 Normal Distribution

  • Normal Distribution
  • Normal Distribution Quiz
  • Normal Houseflies
  • SAT Scores
  • Likelihood of a Fly
  • +3 more

3.6 Explore Univariate Data

  • Pie Chart or Boxplot
  • Histogram
  • Finding the Univariate Story

3.7 Trends and Correlations

  • Trends and Correlations
  • Trends and Correlations Quiz
  • Cheese vs. Rain
  • Spurious Correlation
  • Spurious Correlation Reflection
  • +2 more

3.8 Linear Regression

  • Linear Regression
  • Linear Regression Quiz
  • Live Code - Predictions
  • Old Faithful Model
  • Swim Time Model
  • +5 more

3.9 Explore Bivariate Data

  • Linear Regression
  • Finding the Bivariate Story

3.10 Telling Your Story

  • Outline the Story Arc
  • Draft a Design
  • Peer Review
  • Final Draft

3.11 Data Storytelling Quiz

  • Data Storytelling Quiz

Courses that include this module