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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...
EngageNY
Connecting Graphical Representations and Numerical Summaries
Which graph belongs to which summary statistics? Class members build upon their knowledge of data displays and numerical summaries to connect the two. Pupils make connections between different graphical displays of the same data in...
Curated OER
Interpreting Data and Building Hypothesis
Learners define the term species, and graph species data together with previously collected data at the National Zoo. They interpret graphed data and recognize patterns in the streamside quadrant versus hillside quadrant. Students use...
Willow Tree
Histograms and Venn Diagrams
There are many different options for graphing data, which can be overwhelming even for experienced mathematcians. This time, the focus is on histograms and Venn diagrams that highlight the frequency of a range of data and overlap of...
Curated OER
Dot Plots
Number crunching statisticians explore displaying data with dot plots and define the difference between quantitative data and qualitative data. Dot plots are created based on a set of given data and analyzed.
NOAA
Graphing Temperatures
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....
Shodor Education Foundation
Multi-Function Data Flyer
Explore different types of functions using an interactive lesson. Learners enter functions and view the accompanying graphs. They can choose to show key features or adjust the scale of the graph.
Curated OER
Range, Mode, and Median
Fifth and sixth graders sort data from least to greatest and mark an X on the line plot to show how many of each number. Then they determine the range, mode, and median for the problem.
American Statistical Association
An A-MAZE-ING Comparison
Teach your class how to use descriptive statistics through a hands-on data collection activity. Pupils collect their own data, calculate test statistics, and interpret the results in context. They compare male and female results, looking...
American Statistical Association
Colors Challenge!
Does writing the name of a color in a different colored ink affect one's ability to read it? Scholars design an experiment to answer this question. They collect the data, analyze the statistics, and draw a conclusion based on...
Curated OER
Goal Setting and Self-Assessment
Third graders review the importance of good study habits as a skill necessary for success in school. They focus on their goals and discuss how this would help to improve grades. They determine how much an F weighs their grade down.
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
Bar Graphs With Intervals
Give your math class a comprehensive understanding of bar graphs with this series of lessons. The resource is divided into three parts, and all of the accompanying worksheets are included. The class will study different bar graphs,...
Curated OER
Market Failures
Market failure and the effects it has in terms of social benefit is the focus of this eight-page packet. Perfect for homework, this set of excellent worksheets provides several scenarios and graphs that show positive and negative...
Curated OER
Data Collection and Graphing
Students collect data and graph it on a coordinate plane and analyze it. In this statistics instructional activity, students display their data collection using a graph. They determine which central tendency will work best.
Math Worksheets Land
Pie or Circle Graphs Problems - Independent Practice Worksheet
Third graders take a set of data and turn it into a pie graph with an independent worksheet. Containing 10 sets of data, the resource reinforced data analysis skills that pupils can use throughout a graphing unit.
Math Worksheets Land
Pie or Circle Graphs - Guided Lesson
A guided lesson instructional activity reinforces pie graph skills using a given set of data. Each problem requires young mathematicians to create a circle graph using five colors, and to provide a key that goes along with the graph.
Beyond Benign
Municipal Waste Generation
Statistically, waste may become a problem in the future if people do not take action. Using their knowledge of statistics and data representation, pupils take a look at the idea of waste generation. The four-part unit has class members...
Curated OER
Linear Regression and Correlation
Learners explore scatter plots. In this linear regression lesson, groups of pupils graph scatter plots and then find the line of best fit. They identify outliers and explain the correlation. Each group summarizes and shares their...
American Statistical Association
Don't Spill the Beans!
Become a bean counter. Pupils use a fun activity to design and execute an experiment to determine whether they can grab more beans with their dominant hand or non-dominant hand. They use the class data to create scatter plots and then...
Yummy Math
Should NFL Quarterbacks Shave or Grow a Beard?
What does facial hair have to do with quarterback ratings? Using a set of data that provides QBR with and without facial hair, football enthusiasts determine if performance is affected. It also has learners question if the relationship...
Shodor Education Foundation
Multiple Linear Regression
You'll have no regrets when you use the perfect lesson to teach regression! An interactive resource has individuals manipulate the slope and y-intercept of a line to match a set of data. Learners practice data sets with both positive and...
Curated OER
Make a Frequency Table and a Histogram for a Given Set of Data
In this data recording and data organization worksheet, students create one frequency table and one histogram for a given list of data. Explanations and examples for frequency tables and histograms are given.
Curated OER
Are We Couch Potatoes or Busy Bees? Data Analysis of Physical Activity in School
Students study practical data analysis within the constraints of the scientific method. In this data lesson students collect and enter data into a computer spreadsheet then create graphs.