Telling Climate Stories with Data
There are many ways to tell a story. This module explores how we can tell a story using data with a focus on climate change.
- Teachers
- Curriculum & Resources
- Telling Climate Stories with Data
Age:
Approximate Total Time: 4- 5 hours (45–90 minutes each)
Summary:
In this project-based unit, students learn how to use real climate data to uncover human stories hidden in the numbers. They explore authentic datasets, clean and visualize data using Python, build simple predictive models, and communicate their findings through creative storytelling. The lessons combine data science and climate literacy, helping students connect quantitative evidence to real-world impact and action.
Lesson Flow:
Lesson 1 – Data as Narrative (45 minutes)
Students examine sample climate graphs and discuss how data can tell a story. Through a “notice and wonder” routine, they explore the connection between data visualization and lived experience, then write a short paragraph describing what the data makes them feel or imagine.
Lesson 2 – Exploring Data with Python (55 minutes)
Students open a preloaded climate dataset in Deepnote and learn to inspect, clean, and filter the data. They practice handling missing values and saving a simplified dataset for future analysis.
Lesson 3 – Visualizing Data with Python (45 minutes)
Students create line and scatter plots to identify trends and anomalies. They interpret what these visualizations might mean for people and communities affected by climate change.
Lesson 4 – Predicting Trends with Machine Learning (45 minutes)
Students use regression tools in Python to forecast future climate indicators. They compare model predictions, discuss uncertainty, and consider ethical implications of data-driven forecasts.
Lesson 5 – Independent Climate Data Project (90 minutes)
Working individually or in pairs, students choose a country and analyze three climate indicators from the World Bank database. They clean, visualize, and interpret the data to draw meaningful conclusions.
Lesson 6 – Telling Climate Stories (60 minutes)
Students transform their findings into a “day-in-the-life” story using slides, video, or narrative text that humanizes the data. They present their work in a class showcase that highlights both evidence and empathy.