Chicago Botanic Garden
Historical Climate Cycles
Ice core samples give scientists access to climates of old—those from more than 800,000 years ago. Through an analysis of various temperature graphs from ice cores, tree rings, and weather stations, scholars compare historical climates...
Curated OER
Statistics and Probility
Seventh graders collect data and make predictions. In this geometry instructional activity, 7th graders work in tiers collecting data and plotting it. They make inferences and predictions about their collected data.
Curated OER
R-Project
Students analyze the outcome of a scientific experiment using free downloadable software. They collect experimental data to use statistical software to determine if the observations are likely due to the treatment or random chance.
Curated OER
Questioning NASA
Space science and math collide in this inquiry that investigates launching times for antacid-tablet rockets! Upper elementary or middle school learners collect data as they launch these mini rockets. They apply concepts of place value...
Illustrative Mathematics
How Many Buttons?
Bring the class into the probability by having everyone count buttons on their shirts. Organize the data into the chart provided and chose different possibilities such as "female with one button" or "all students with more than four...
Curated OER
Sampling Distribution of Sample Means
Students collect data and crate a distribution sample. In this statistics lesson, students compare and contrast their collected data. This assignment requires the students to be comfortable with navigating the internet.
Curated OER
Beginning Graphs in MS Excel
Students practice creating graphs in Microsoft Excel. In this technology lesson, students conduct a random survey and collect data. Students use the Microsoft Excel program to create a bar graph of the data.
Curated OER
Probability With a Random Drawing
Students define probability, and predict, record, and discuss outcomes from a random drawing, then identify most likely and least likely outcomes. They conduct a random drawing, record the data on a data chart, analyze the data, and...
Mathematics Assessment Project
Sampling and Estimating: Counting Trees
Your task today: count all the trees on a tree farm. To complete the assignment, learners first estimate the number of trees on a tree farm using random sampling. To improve their own response they then evaluate provided responses to the...
Curated OER
Probability and Applications of Simulations
Middle schoolers apply properties of probability to the real world. In this probability lesson plan, learners simulate the construction of empirical distribution. They collect and analyze data using central tendencies.
Curated OER
Coin Tossing and Graphing
Fifth graders use technology as assistance to collecting random data. Through the random data they will be able to explain the significance of getting a head or tail depending on what was previously landed on. They will then analyze the...
Curated OER
M&M Statistics
Pupils determine the difference between guessing and making a prediction. They discuss what they could graph using a bag of M&M's. They take a Raw data sample and convert it into a sample. They graph the actual results and combine...
Curated OER
Designing Samples/Simple Random Samples
Students explore the concept of sampling techniques. In this sampling techniques lesson, students identify possible sources of bias in situations such as phone polls, supermarket surveys, and drawing names from a phone book. Students...
Curated OER
Harry Potter Research Project
Young scholars work together to complete a research project on Harry Potter. They write a research question and develop a survey to give to their classmates. Using the results, they create a graph and draw conclusions about the data...
EngageNY
Sampling Variability and the Effect of Sample Size
The 19th installment in a 25-part series builds upon the sampling from the previous unit and takes a larger sample. Pupils compare the dot plots of sample means using two different sample sizes to find which one has the better variability.
Science 4 Inquiry
The Ups and Downs of Populations
As the reality of population decline across many species becomes real, pupils learn about the variables related to changes in populations. They complete a simulation of population changes and graph the results, then discuss limiting...
Curated OER
One, Two, Three...and They're Off
Students make origami frogs to race. After the race they measure the distance raced, collect the data, enter it into a chart. They then find the mean, median, and mode of the data. Next, students enter this data into Excel at which time...
Curated OER
Fruit Loop Graphing
Fifth graders interpret data and create graphs. Given Fruit Loops, they sort and classify according to color. Using spreadsheet technology, 5th graders record their data and create bar and circle graphs. Students analyze data and...
Curated OER
Opinions, Please!
Students discuss the meaning and purposes of polls and surveys. After reading an article, they analyze the results of a poll given to residents of New York City. They create a survey of their own and analyze the data to write a written...
Curated OER
Graphing Surveys
Students collect data and graph it. In this algebra lesson, students create a survey for their classmates and teachers. They analyze the results from the survey and graph it. They draw conclusion from their data based on the graph.
Curated OER
Brays Bayou Spiderwort Genetic Study
Students formulate hypothesis based upon data gathered by examining possible crosses of spiderworts using Punnett squares. They present explanations for physiological adaptations of spiderworts that resulted from interactions within the...
Curated OER
Non-Random Variables: NBA Championship
Learners demonstrate probability distribution of non-random variables. Students collect data on the NBA Championships. They record the data and compute subsets and permutations.
Curated OER
Exploring Probability
Fourth graders participate in a lesson that explores probability. They use candy and model cubes to experiment with different outcomes that can be charted if the students can proceed to the objective of the lesson. They discover how...
University of California
Hot! Hot! Hot!
Calories are not tiny creatures that sew your clothes tighter every night, but what are they? A science activity, presented at multiple levels, has learners experiment with heat, heat transfer, and graph the function over time. It also...