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Data Representations, Analysis, and Interpretation

Lesson Plan

Data Representations, Analysis, and Interpretation

Objectives

The lesson focuses on representation, analysis, and interpretation of data. Students will:

  • create and analyze representations, including the following: line graph, circle graph, bar graph, histogram, double-line graph, and double-bar graph.
  • determine appropriate representations for various situations.
  • compare data sets and solve real-world problems.
  • write conclusive statements and predictions.

Essential Questions

  • What makes a tool and/or strategy appropriate for a given task?
  • How does the type of data influence the choice of display?
  • How can probability and data analysis be used to make predictions?
  • How can data be organized and represented to provide insight into the relationship between quantities?

Vocabulary

  • Data Display: A graphical display showing data in a convenient way to draw conclusions.

Duration

90–120 minutes

Prerequisite Skills

Prerequisite Skills haven't been entered into the lesson plan.

Materials

Related Unit and Lesson Plans

Related Materials & Resources

The possible inclusion of commercial websites below is not an implied endorsement of their products, which are not free, and are not required for this lesson plan.

  • NCTM’s Circle Grapher

http://illuminations.nctm.org/ActivityDetail.aspx?ID=60

  • NCTM’s Bar Grapher

http://illuminations.nctm.org/ActivityDetail.aspx?ID=63

  • NCTM’s Histogram Tool

http://illuminations.nctm.org/ActivityDetail.aspx?ID=78

 

 

Formative Assessment

  • View
    • Activities 1, 3, and 4 should be evaluated by appropriateness of presentation and strength of reasoning that supports the choice.
    • Creation of word problems, graphs, and accompanying questions will demonstrate the quality of their representations of data. In word problems, look for originality and evaluate the graphs according to whether they are appropriate for the data they represent.

Suggested Instructional Supports

  • View
    Scaffolding, Active Engagement, Modeling, Explicit Instruction
    W: This lesson introduces students to choosing and analyzing appropriate data displays and drawing justifiable conclusions and predictions. To make sound choices for representing data, students must learn and be able to represent what kind of story the data is telling the reader. 
    H: Because the lesson starts with a demonstration of new representations for data, students can visualize the types of data and see the displays immediately. Include the following: line graphs, circle graphs, bar graphs, and histograms. 
    E: In doing Activities 1 and 2, students must first understand the similarities and differences between the scenarios. Then they must apply their individual and collective knowledge to select the most appropriate data presentations. In Activity 2, students develop their understanding of the meaning of each display and extract specific information. 
    R: With the sample problem scenarios given in Activity 1 and the requirement that students do more analysis and interpretation problems, students will have the chance to revisit their original understanding of the nature of the scenarios, what they represent, and what each representation says about the scenario. Requiring students to justify their answers and make predictions will encourage them to question their original understanding. 
    E: The final culminating activity, where students must develop four real-world problems, brings together the important concepts of the lesson. Students must choose from their own experiences or from other knowledge. By engaging in that selection process they will choose situations that fit the problems and disregard ones that do not. 
    T: Graphs that display multiple categories of data in small spaces such as double-bar graphs may be difficult for students with limited visual organizing skills to interpret. When discussing a specific data point, make sure all students are seeing the one-to-one correspondence between the individual data point and its location on the graph. To make sure that students can make sense of why a data point is in a particular location on the graph, refer to the scale on the appropriate axis. 
    O: The layout of the lesson is designed in such a way as to preview the types of graphs available for use and then allow students to draw their own conclusions regarding the most suitable graph for each context. Students are then asked to interpret and analyze graphs, create their own scenarios, and think about which presentation is most suitable. 

Instructional Procedures

  • View

    Distribute the Representations handout (M-6-3-2_Representations.docx and M-6-3-2_Representations KEY.docx). Briefly review the characteristics of each type of representation while students refer to the examples on the handout.

    Activity 1: Choosing the Best Representation

    Say, “We will divide up into groups of four or five students, and then we are going to look at four different problem situations. Discuss each situation with the members of your group and, using the Representations handout, try to choose the best representation of the data. Talk to each other about why that is the best representation and be prepared to share your reasons with the rest of the class.”

    Write or project the following scenarios on the board:

    1)      Elaine needs to analyze the amount of time she spends during the day on various tasks.

    2)      Jeffrey wants to look at his grades in school over the past three years.

    3)      Mrs. McAllum wants to analyze the amount of time in hours that students spend studying each week.

    4)      Deborah wishes to examine the annual car sales for different dealers.

    At the close of the activity, have students complete the “Use to…” column in the chart at the end of the Representations handout.

    Activity 2: Analysis and Interpretations

    Distribute the Analysis and Interpretations worksheet (M-6-3-2_Analysis&Interpretations.docx and
    M-6-3-2_Analysis&Interpretations KEY.docx).

    Part A—Students will analyze various representations and write conclusive statements, revealing their interpretations, within the given context. Students will also provide predictions where appropriate. The Analysis and Interpretations worksheet provides examples.

    Part B—Students will analyze double-bar and double-line graphs to solve real-world problems. Project the following double-bar graph.

    Ask the following questions and then discuss them with the class:

    • “Which state offers the highest average yearly salary for a college graduate? For a non-college graduate?”
    • “Which state offers the lowest average yearly salary for a college graduate? For a non-college graduate?”
    • “Which state has the largest range in average yearly salary?”
    • “What predictions can be made about the average yearly salaries of these states?”

     

    Activity 3: Exploring More Data Representations

    Distribute the Just Data handout (M-6-3-2_Just Data.docx and M-6-3-2_Just Data KEY.docx).

    Provide time for students to explore the NCTM applets (see Related Resources) with graphs and histograms. They should input and experiment with data sets from the Just Data handout. Once students have had time to explore, they should identify the best representation of data for each data set on the Just Data handout. (Remind students to use the chart they completed at the end of the Representations handout.) Discuss student responses to which types of representations and data distributions they chose for each data set. Help students synthesize and summarize their conclusions.

    Activity 4: Representing a Data Set of Your Choice

    Instruct students to develop their own real-world problem, each with an accompanying data display and a list of three questions that can be answered from the display. Encourage students to use screenshots from the NCTM applets or use Microsoft Excel when creating their representations.

    Extension:

    • Include a technology activity that demonstrates how to create various graphs, charts, and tables with Microsoft Excel. [To create a chart in Excel, you start by entering the numeric data for the chart on a worksheet. Then you can plot that data into a chart by selecting the chart type that you want to use on the Office Ribbon (Insert tab, Charts group). Excel supports many types of charts to help you display data in ways that are meaningful to your audience. When you create a chart or change an existing chart, you can select from a variety of chart types (such as a column chart or a pie chart) and their subtypes (such as a stacked column chart or a pie in 3-D chart). You can also create a combination chart by using more than one chart type in your chart.]
    • Routine: Look for data sets with larger variance, larger quantities, and values with negative numbers, decimals, and fractions for students who are more adept in numeration skills. For students with less developed skills, limit variance and numerical complexity.
    • Small Group: These group activities are useful for encouraging students to help each other understand the differences between types of presentations.
    • Technology: This lesson involves use of applets for demonstrative and interactive purposes. The extension includes creation of various graphs, charts, and tables.

Related Instructional Videos

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Final 04/12/13
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