PBL Pathways
Students and Teachers 2
Examine trends in student-to-teacher ratios over time. Building from the first task in the two-part series, classes now explore the pattern of student-to-teacher ratios using a non-linear function. After trying to connect the pattern to...
NOAA
The Oceanographic Yo-yo
How does chemistry help deep-sea explorers? Part four of a five-part series of lessons from aboard the Okeanos Explorer introduces middle school scientists to technologies used in ocean exploration. Groups work together to analyze data...
Shodor Education Foundation
Data Flyer
Fit functions to data by using an interactive app. Individuals plot a scatter plot and then fit lines of best fit and regression curves to the data. The use of an app gives learners the opportunity to try out different functions to see...
Houston Area Calculus Teachers
Related Rates
Use a hands-on approach to exploring the concepts of related rates in your AP Calculus class. Individuals explore the effect of the rate of change on a variable related to a variable they control. After analyzing the data they...
Howard Hughes Medical Institute
Population Genetics, Selection, and Evolution
The Hardy-Weinberg principle states that alleles and genotypes remain constant in the absence of evolutionary influences. Scholars complete a simple hands-on activity applying the Hardy-Weinberg principle to sample data. They observe how...
CK-12 Foundation
Binomial Distributions and Probability: Roll One!
It takes exactly one to win. Pupils calculate the probability of rolling five dice and having only a single die come up with a one. Learners calculate the number of expected wins out of a series of games. The interactive provides...
Missouri Department of Elementary
Dealing with Peer Influence: What Are Bullying and Harassment?
Scholars examine examples of peer pressure and discuss how specific actions negatively affect one's well-being. Learners gather in small groups to write two scenarios in which peer pressure is used. They reference the STAR method in how...
Curated OER
Presentation of Quantitative Data- Vertical Line Diagrams
In this quantitative data activity, students examine how vertical line diagrams can be used to display discrete quantitative data. They read about the use of tally charts to create vertical line graphs that display the data. They...
Curated OER
Comparing Data on Graph A and Graph B
Second graders gather and graph data. In this graphing lesson, 2nd graders collect data and graph this information using tally charts, bar graphs, pictographs, or tables. They make predictions about the outcomes.
Curated OER
Data Analysis: Infiltration Rate and Composition of Concrete
Students collect and graph data. In this statistics lesson, students analyze data using a spreadsheet program. They display their data effectively and analyze it.
Curated OER
Data Analysis and Bias
In this probability and statistics worksheet, students determine when a collected data or a graph of the data could be biased. The one page worksheet contains four multiple choice questions. Answers are included.
Curated OER
Dealing with Data
Seventh graders collect and analyze data. In the seventh grade data analysis lesson, 7th graders explore and/or create frequency tables, multiple bar graphs, circle graphs, pictographs, histograms, line plots, stem and leaf plots,...
Curated OER
Data collection and analysis
In this probability and statistics worksheet, students determine when a survey or collected data could be biased. The one page worksheet contains a combination of three multiple choice and free response questions. Answers are...
Curated OER
Application and Modeling of Standard Deviation
The first activity in this resource has learners computing the mean and standard deviation of two different data sets and drawing conclusions based on their results. The second activity has them using a dice-rolling simulation to...
PBL Pathways
College Costs 2
What is the financial benefit for attending a community college for the first two years before transferring to a four-year college? The second part of the educational lesson asks young scholars to explore this question through data...
Curated OER
Leveled Problem Solving: Choosing and Analyzing Data Displays
In this using a bar graph to solve word problems worksheet, students choose and analyze data to problem solve. Students solve six problems.
American Statistical Association
Candy Judging
Determine the class favorite. The statistics lesson plan has pupils collect, display, and analyze data. Pairs rank four kinds of candy based on their individual preferences. Working as an entire class, learners determine a way to display...
Museum of Tolerance
Why is This True?
Are wages based on race? On gender? Class members research wages for workers according to race and gender, create graphs and charts of their data, and compute differences by percentages. They then share their findings with adults and...
US Department of Commerce
Featured Activity: Population Change Over Time
Keep track of a state's population. After a brief discussion on how population data is used for funding, individuals look at population changes over time. Pupils find the population of two states using three different censuses. They then...
NASA
Using Models in Climate Change Research
Explore models through the relevant lens of climate change! Investigators watch a video about using models and their application for evaluating temperature data and climate change. Scientists read an article on climate change and answer...
Bonneville
Solar Powered Water Pumping
Here's the perfect lesson for those who think the world needs faster pumps. Building on the previous activity, scholars work to make the pumps function faster in transferring water between containers. They try adding an additional solar...
iCivics
Campaign Cash: Money Talks!
Money talks! And it can reveal a lot about political candidates. An 11-slide presentation examines how candidates raise and spend money on an election. The slides, using data from the 2016 Presidential election, reveal how much it costs...
Curated OER
Caterpillars and Climate: How Temperature Affects Feeding Rate In Insects
Do you eat more when you are hot or when you are cold? Young scientists observe the eating pace of two caterpillars at different temperatures. The differences in endotherm and ecotherm animals' ability to adjust to temperature change...
Code.org
Canvas and Arrays in Apps
Scholars learn how to make a digital canvas and fill it with artwork by creating a drawing app using the canvas element. The activity requires learners to previous knowledge of arrays and return commands to draw images.