Lesson Plan
Curated OER

Data

For Teachers 8th - 9th
Students collect data from an experiment they perform. In this data lesson, students use multiple representations to solve practical problems; describe advantages and disadvantages of the use of each representation. Then, they evaluate...
Lesson Plan
Curated OER

Data and Probability: What is the Best Snack?

For Teachers 2nd - 4th
In this math/nutrition activity, the nutritional value of 3 snack foods is recorded on a data chart and represented on a bar graph. Students analyze and compare information, construct data charts and related bar graphs, and draw...
Lesson Plan
Curated OER

Comparison of Univariate and Bivariate Data

For Teachers 8th - 12th
Learners explore the concept of univariate and bivariate data. For this univaritate and bivariate data lesson, pupils discuss the differences between univariate and bivariate data. They work sample problems where they must construct box...
Lesson Plan
Curated OER

Deep Convective Clouds

For Teachers 3rd - 5th
Students observe clouds. In this deep convective clouds instructional activity, students analyze cloud data recorded over one month and draw conclusions based on results.  Students predict "Thunderstorm Season" and prepare to defend...
Lesson Plan
Curated OER

Air Quality

For Teachers 3rd - 5th
Students observe air quality and monoxide data. In this air quality lesson, students draw conclusions and manipulate data from a one year period on changes in air quality.
Lesson Plan
Curated OER

Hydrogen Peroxide Analysis

For Teachers 9th - Higher Ed
A scenario is presented for chemistry techs to address. Using titration techniques, they must analyze hydrogen peroxide solution samples. They evaluate accuracy and precision in the process. They also gain experience consulting the MSDS...
Activity
Houston Area Calculus Teachers

Collecting Driving Data

For Students 11th - Higher Ed
Give AP Calculus classes the opportunity to check the accuracy of their calculations! A calculus activity involves the collection of data, the application of mathematics, and the analysis of the accuracy of results. Young mathematicians...
Lesson Plan
Curated OER

Cold, Clouds, and Snowflakes

For Teachers 4th - 7th
Learners explore satellite data and graphing. In this weather data analysis math and science lesson, students analyze NASA satellite data to draw conclusions about geographical areas where precipitation might have happened. Learners...
Lesson Plan
EngageNY

Evaluating Reports Based on Data from a Sample

For Students 10th - 12th Standards
Statistics can be manipulated to say what you want them to say. Teach your classes to be wise consumers and sort through the bias in those reports. Young statisticians study different statistical reports and analyze them for...
Activity
US Department of Commerce

Community Change

For Teachers 9th - 12th Standards
America is a country on the move. Analyzing data from the Census Bureau, class members gauge the people moving in and out of their areas. An interactive web feature allows pupils to see who is moving out and moving in, while discussion...
Lesson Plan
Curated OER

Neighborhood or Slum? Snapshots of Five Points: 1827-1867

For Teachers 9th - 11th
How has your local neighborhood changed throughout recent history? Young researchers evaluate census data, images, and primary source descriptions describing the living situation in the antebellum Five Points neighborhood. They consider...
Lesson Plan
Curated OER

Multi-dimensional Modeling of Ore Bodies Making Sense of Empirical Data

For Teachers 9th - 12th
Math scholars identify four different rock types in that strata and use this identification and data to construct a two dimensional geologic cross-section. They use data tables to construct a three-dimensional geologic cross-section.
Lesson Plan
Kenan Fellows

Least Squares Linear Regression in R

For Students 9th - 12th Standards
The task? Determine the how effective hospitals are at reducing the rate of hospital-acquired infections. The method? Data analysis! Using an open source software program, individuals use provided data and create scatterplots to look for...
Lesson Plan
Kenan Fellows

Multivariate Least Squares Regression Model with Variable Selection

For Students 9th - 12th Standards
The risk of contracting an infection in the hospital is low, but it does happen. Learn what risk factors have the highest correlation with hospital-acquired infections in the final lesson of a three-part series. Using the open source R...
Lesson Plan
Curated OER

Play It

For Teachers 6th - 9th
There are a number of activities here that look at representing data in different ways. One activity, has young data analysts conduct a class survey regarding a new radio station, summarize a data set, and use central tendencies to...
Lesson Plan
University of Georgia

Freezing and Melting of Water

For Students 9th - 12th
Examine the behavior of energy as water freezes and melts. An engaging activity provides a hands-on experience to learners. Collaborative groups collect data and analyze the graphs of the temperature of water as it freezes and then...
Lesson Plan
Virginia Department of Education

Scientific Inquiry: Measurement/Data

For Teachers 9th - 12th
While pupils design their own lab experiments, they will not form a new species. Scholars take their materials and design an experiment regarding reaction rates. 
Lesson Plan
Curated OER

Rockin' Data

For Teachers 5th
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.
Lesson Plan
EngageNY

Calculating Conditional Probabilities and Evaluating Independence Using Two-Way Tables (part 1)

For Students 10th - 12th Standards
Being a statistician means never having to say you're certain! Learners develop two-way frequency tables and calculate conditional and independent probabilities. They understand probability as a method of making a prediction. 
Lesson Plan
Curated OER

Visual Communication of Quantative Data

For Teachers 9th - 11th
Young scholars collect and analyze data based on academic performance. In this statistics lesson, students create graphs and analyze the data they created. They use positive, negative and no correlation to analyze the data.
Lesson Plan
NOAA

Graphing Temperatures

For Teachers 6th - 8th
Battle of the hemispheres? In the fourth installment of a five-part series, young oceanographers use the NOAA website to collect temperature data from drifters (buoys), one in the Northern Hemisphere and one in the Southern Hemisphere....
Lesson Plan
Curated OER

Range, Mean, Median, Mode

For Teachers 3rd - 4th
Students research the impact of craters. In this range, mean, median and mode lesson, students complete an experiment with a marble to simulate the effects of a crater. Students collect and analyze data finding the range, mean, median...
Lesson Plan
Curated OER

Where's The Beef

For Teachers 6th - 12th
Students create and conduct a survey in the community to evaluate the demographics of vegetarians in the community. They compile data, create graphs, calculate percentages, and draw conclusions about the survey data. Students create an...
Lesson Plan
K20 LEARN

Something's Rotten In The City Of Verona: Information Literacy

For Teachers 9th - 12th Standards
Data is a powerful tool that your class can use for both good and evil! Help your classes become knowledgeable consumers of information through a game-based exploration. Learners examine a method of determining the reliability of a...