Curated OER
Cold, Clouds, and Snowflakes
Young scholars explore satellite data and graphing. In this weather data analysis math and science instructional activity, students analyze NASA satellite data to draw conclusions about geographical areas where precipitation might have...
Code.org
Good and Bad Data Visualizations
Good versus bad data. Pairs rate online collections of data representations from good to bad and then suggest ways to improve the visualizations. The class then creates a list of best practices and common errors in data representations...
Curated OER
Student News And Weather Channel
Fabulous! Your 5th graders should love this project. As an ongoing lesson throughout the year students use temperature probes to record outside temperature and then document their data using spreadsheets. They use their weather data and...
Code.org
Making Data Visualizations
Relax ... now visualize the data. Introduce pupils to creating charts from a single data set. Using chart tools included in spreadsheet programs class members create data visualizations that display data. The...
Kenan Fellows
Designing and Analyzing Data Collected from Wearable Devices to Solve Problems in Health Care
Wearable devices have become more the norm than the exception. Learners analyze data from a sample device with a regression analysis in a helpful hands-on lesson plan. Their focus is to determine if there is a connection between...
Teach Engineering
Understanding the Air through Data Analysis
Is there a correlation or causation relationship between air pollutants? Groups develop a hypothesis about the daily variation of air pollutants, specifically ozone and CO2. Using Excel to analyze the data, the groups evaluate their...
Curated OER
Ornithology and Real World Science
Double click that mouse because you just found an amazing lesson plan! This cross-curricular Ornithology lesson plan incorporates literature, writing, reading informational text, data collection, scientific inquiry, Internet research,...
Curated OER
Creating a Spreadsheet and Graph
Students create graphs in Excel. In this spreadsheet lesson, students input data into spreadsheet cells then use the graphing feature of the Excel program to produce colorful graphs of the data. The directions to create the...
Curated OER
Rockin' Data
Fifth graders are given the questions, "What type of music would you suggest the manager place in front of the store?". Students collect data by talking with 20 adults and create a bar graph on the computer to present the data.
Curated OER
Classroom Census (Analyzing Data)
Young scholars create graphs. In this data analysis instructional activity, students fill out a student census and then use the data collected to produce graphs. Young scholars write paragraphs interpreting the data.
Curated OER
Correlation of Variables by Graphing
Middle and high schoolers use a spreadsheet to graph data. In this graphing lesson, learners determine how two parameters are correlated. They create a scatter plot graph using a computer spreadsheet.
Curated OER
Identifying Ozone Variations over Different Locations
Learners analyze ozone data. In this atmosphere lesson, students will use a NASA resource to gather data for different regions of the Earth. Learners will then create a graph for their data and answer related questions.
Teach Engineering
Complex Networks and Graphs
Show your class how engineers use graphs to understand large and complex systems. The resource provides the beginnings of graph theory by introducing the class to set theory, graphs, and degree distributions of a graph.
Curated OER
Hybrid Vehicles: Cut Pollution and Save Money
Math and science meet in this lesson on hybrid electric automobiles. This 24-page resource provides everything you need for teaching a lesson that compares the use of internal combustion engines to hybrid electric engines. Participants...
Curated OER
Graphing and Analyzing Biome Data
Students explore biome data. In this world geography and weather data analysis lesson, students record data about weather conditions in North Carolina, Las Vegas, and Brazil. Students convert Fahrenheit degrees to Celsius degrees and use...
Kenan Fellows
Reading Airline Maintenance Graphs
Airline mechanics must be precise, or the consequences could be deadly. Their target ranges alter with changes in temperature and pressure. When preparing an airplane for flight, you must read a maintenance graph. The second...
Teach Engineering
Exploring Acceleration with an Android
Small groups use rubber bands to accelerate an Android device along a track of books. They collect the acceleration data and analyze it in order to determine the device's velocity.
Teach Engineering
Quantum Dots and Colors
Introduce teams to quantum dot solutions with an activity that has them expose solutions to a blacklight, observe the colors, and take measurements. Groups graph the data and analyze the dependence between particle size and...
Curated OER
Data Lesson Vital Information
Students prepare and collect data and use excel and create a graph. They collect data about the number of pattern blocks that are put on tables. Students then record that data in Excel.
Curated OER
The Mitten
Explore the Ukraine through a reading of The Mitten. Readers will determine the sequence of events, cause and effect, make predictions, and find the main idea of the story. They also use math skills to make charts and graphs. Finally,...
Curated OER
Tides at the Battery, NY
Skill in using Excel and increasing proficiency in manipulating data are challenged with this data analysis work. A web link supplies data and step-by-step instructions help learners create a graph. There are many extension...
Teach Engineering
Applying Statistics to Nano-Circuit Dimensions in Fabrication
Do flexible circuits change dimensions during fabrication? Groups use GeoGebra software to measure the length of pictures of flexible nano-circuits. To determine if the circuits change dimensions, future engineers use Microsoft...
National Research Center for Career and Technical Education
STEM: Lou-Vee Air Car
A comprehensive instructional activity on acceleration awaits your physicists and engineers! Two YouTube videos pique their interest, then sample F=ma problems are worked and graphed. The highlight of the instructional activity is the...
Curated OER
Are You Full of Hot Air?
Explore the concept of measuring and recording circumference. In this physical science and measurement lesson, young learners blow up balloons, measure the circumference, and record the data on an interactive graphing website.