BETTING ON CLIMATE CHANGE

Size: px
Start display at page:

Download "BETTING ON CLIMATE CHANGE"

Transcription

1 Overview: Students will compare breakup records from the Tanana River, in Alaska, recorded by the Nenana Ice Classic, to the timing of bud burst in the Interior and speculate about the relationship between the seemingly unrelated data. Objectives: The student will: create a spreadsheet in Microsoft Excel using data from two different events; construct a graph including trendlines using the chart wizard in Excel; and evaluate and analyze two data sets to find a common influence. (NOTE: This lesson is intended to accompany the UNITE US mentor lecture by Anupma Prakash titled, Earth Systems: How Everything is Connected, found at ) Targeted Alaska Performance Measures Tested on the Alaska High School Qualifying Exam (HSQE): Math M6.3.1 Collect, analyze, and display data in a variety of visual displays including frequency distributions, circle graphs, histograms, and scatter plots. M6.3.4 Make projections based on available data and evaluate whether or not inferences can be made given the parameters of the data. M Apply mathematical skills and processes to science and humanities. Targeted Alaska Grade Level Expectations: [11] SA1.1 The student develops an understanding of the processes of science by asking questions, predicting, observing, describing, measuring, classifying, making generalizations, analyzing data, developing models, inferring, and communicating. [11] SE1.1 The student demonstrates an understanding of how to integrate scientific knowledge and technology to address problems by researching how social, economic, and political forces strongly influence which technology will be developed and used. Vocabulary: breakup the breaking of ice on lakes and rivers in the spring bud burst the emergence of new leaves on a plant at the beginning of each growing season climate change a change in the statistical distribution of weather over periods of time that range from decades to millions of years climatology the scientific study of climates, including the causes and long-term effects of variation in regional and global climates freeze-up the time of year when rivers and lakes freeze over; the onset of winter Julian day a simple form for stating the day of the year using numbers 1 to 365 (366 in leap years) phenology the scientific study of cyclical biological events, such as flowering, breeding, and migration, in relation to climatic conditions river a large, natural stream of fresh water that flows into an ocean, a lake, or another body of water, usually fed by smaller streams that flow into it Whole Picture: The Athabascan word Nenana means, a good place to camp between rivers. For centuries the area s indigenous people used the river and Toghetthele Hill, which sits above the town, as a traditional gathering place for hunting, fishing, trade, meetings and celebrations. Toghetthele means, the hill next to the river. PFG-119

2 In 1917 railroad workers settled in the area began a friendly competition to guess the date and time the ice would break up on the Tanana River at Nenana. The winner-take-all pot of money was $ Every year since, people try to guess the exact date and time the Tanana will breakup. A tripod is placed on the river in October or November, planted in two feet of river ice. The tripod is connected by string to a clock on the shore. Movement of the tripod triggers the clock to stop. The city of Nenana has dutifully kept records of each breakup. This data can be used as a non-traditional data set, meaning that the original intent was not a scientific study, but the data set lends itself well to climate change comparisons. View the original data set at under Nenana Ice Classic: Tanana River Ice Annual Breakup Dates. Click on Access Data, then nenana.dat to review breakup dates beginning in Many factors influence when the ice will breakup on the river. Air temperature, ice thickness, snow cover, wind, water temperature, and depth of water below the ice are all important variables. The average thickness of the ice on April 1 is 42 inches. All over Alaska Athabascans look forward to the break up of rivers and lakes because when the ice leaves, access to the food source is regained! Air temperature is thought to be the main environmental factor regulating the timing of bud burst in the boreal forest. Bonanza Creek Long-Term Ecological Research records bud burst each year as a part of ongoing research intended to document the major controls over forest dynamics, biogeochemistry, and disturbance and their interactions in the face of a changing climate. Materials: Student computers equipped with Microsoft Excel and Internet access DIGITAL LECTURE: Climate Change: A Complex Issue MULTIMEDIA: Nenana Ice Classic and Fairbanks Bud Bursts VISUAL AID: Ice Breakup on the Tanana River Versus Bud Burst in Fairbanks STUDENT LAB SHEET: Activity Preparation: 1. On a white board or piece of chart paper, write the following: Air temperature, ice thickness, snow cover, wind, water temperature and water depth. 2. Bookmark the UNITE US site, on student computers. Set up the multimedia projector so that you can review the necessary page with students. 3. Work through STUDENT LAB SHEET: to familiarize yourself with the process. Activity Procedure: 1. As a class, watch the DIGITAL LECTURE: Climate Change: A Complex Issue, found at uniteusforclimate.org/ and discuss. Consider the following critical thinking questions to begin the discussion: a. Name one way the talk by Nancy Fresco changed the way you think about climate change. b. Do you think it is possible to study one climate change issue, in isolation, without considering others? c. Is it possible for people to influence climate change? Explain. d. If people can influence climate change, can it be positive OR negative? e. What evidence of global climate change can be seen on Earth? f. Are greenhouse gases the only thing affecting global climate? g. Why can t we predict the exact future of Alaska s climate? 2. Explain students will compare two separate data sets to see if they find any correlation. One data set comes from The Nenana Ice Classic. Ask students if they are familiar with the competition held each spring since (See Whole Picture.) The second data set comes from a study by Bonanza Creek Long-Term Ecological Research, located in the boreal forest of interior Alaska. PFG-120

3 To save time, both data sets have been copied to the UNITE US website. For the next section, students will use computers to access the data, create an Excel file and accompanying graph of the data. Show students the two pages they will use to complete STUDENT LAB SHEET: : Bud Burst Data Bonanza Creek LTER and Tanana River Breakup Nenana Ice Classic. Explain scientists use the Julian day to make it easier to compile data, so students will be doing the same. The Julian day assumes January 1 is day one and counts each day of the year thereafter through 365 (366 in leap years). 3. Hand out STUDENT LAB SHEET:. Ask students to work at computers to complete the assignment. The directions are on the lab sheet. 4. When students have completed lab sheet, Part 1, display VISUAL AID: Ice Breakup on the Tanana River versus Bud Burst in Fairbanks for Part 2. When students have completed Part 2, discuss the results. a. What trend do you see? b. Do you think ice breakup and bud burst are related? Does one cause the other? Does one affect the other? c. Looking at the list on the board (see Activity Preparation), what do you think is the common influence on ice breakup and bud burst? Is there more than one? d. About how much time is there between ice breakup and bud burst? e. What might account for some of the major dips or peaks on the graph? Any ideas? f. What other kinds of things could be compared to breakup and bud burst? g. Did the activity help you determine what date you might choose on an Ice Classic ticket? Why or why not? Extension Ideas: Carefully examine the graph showing the correlation between ice breakup and bud burst. Ask students to find years that dip or peak, then research the weather for that year to see if there is an explanation. Research other websites that give long-term weather. See what other data can be added to the graph. Visit the Bonanza Creek Long-Term Ecological Research website at to investigate and report on other kinds of long-term studies that may help us understand climate change. Additional Resources: Visit the GLOBE website (Global Learning and Observations to Benefit the Environment) at gov/ and enter the search term bud burst to access Bud Burst Protocol. Answers: STUDENT LAB SHEET: Student graphs may vary in format, but should indicate the correct input of data and look similar to the one shown at right. 18. Answers may vary. If student completed the graph as directed, the graphs should look similar. 19. Students should indicate bud burst and breakup data lines are almost parallel, indicating a possible relationship between when the ice melts and when trees green. 20. Answers may vary. Later class discussion will indicate air temperature. 21. The trendline for both breakup and bud burst indicate warmer temperatures are occurring earlier in the spring Answers will vary PFG-121

4 Section 1 Computer Work Directions: Follow the steps outlined below to create a graph in Excel that shows both the dates for the breakup of the Tanana River each spring and the dates when leaf buds open in Interior boreal forests. 1. Access the UNITE US website and find two pages: Bud Burst Data Bonanza Creek LTER and Tanana River Breakup Nenana Ice Classic. Keep these pages open. 2. Open a new Excel workbook. Name your file and save it. (Be sure to periodically save your work.) 3. Label Cell A1 Year, Cell B1 Breakup and Cell C1 Bud Burst. 4. Fill in the Year column starting at 1976 and continuing through You can use a shortcut to do this. Fill in the first year, 1976, in Cell A2 (right under the Year heading.) Highlight that entry then drag the highlight down to row 35. In the toolbar, select Edit, then Fill, then Series. When the box pops up (see right), check column and linear. Make sure the Step value remains 1. (You want one year at a time.) In the Stop value enter 2009 (the final year of your data). Click OK. You now should see a list of years from 1976 through 2009! 5. Working from the data on the UNITE US website, fill in the columns for breakup and bud burst using the Julian day. It should look like this 6. Select/highlight the data for Year, Breakup and Bud Burst, including headings, then click on Chart Wizard on the Excel toolbar. The Chart Wizard button on the toolbar looks similar to this: PFG-122

5 7. Choose XY (Scatter) graph, then the option to have markers displayed at each data value connected by lines. Click Next. 8. Excel has now captured the range of data you are using, shown in the Data range window. Click Next. PFG-123

6 9. Give your chart a title that describes the data being compared. 10. Label your (X) axis Year and your (Y) axis Julian Day. Click Next. 11. Place chart as a new sheet. Click Finish. 12. Right click (or double click if you don t have a two-button mouse) on the (Y) axis and choose Format Axis. Click on the Scale tab. Enter 100 as the minimum and 150 as the maximum. (This is the general range for the Julian Days.) Click OK. PFG-124

7 13. Your graph should look like this: 14. Right click (or double click if you don t have a two-button mouse) on the graph line for budburst. Choose Add Trendline. Under Type, choose Linear. Click OK. 15. Repeat the process for the graph line for breakup. PFG-125

8 16. Now your graph should look like this: Extra 17. If time permits, you can do some extra formatting. Data line: Right click (or double click if you don t have a two-button mouse) on Budburst data line and choose Format Data Series. Here you can choose a color for the line and for the data markers. You can even change the shape of the data markers if you wish. Repeat for Breakup data line. Trendline: Right click (or double click if you don t have a two-button mouse) on the Trendline and choose Format Trendline. Here you can change the Trendline to a dashed line or other line of choice and even change the color. Background: Right click (or double click if you don t have a two-button mouse) on the background (away from lines) and choose Format Plot Area. Here you can change the background color. Be sure to save your work!! PFG-126

9 Section 2 Written Work 18. Compare your graph to the graph displayed by your teacher titled Ice Breakup on the Tanana River versus Bud Burst in Fairbanks. This graph comes from Professor Dave Verbyla, Department of Forest Sciences School of Natural Resources and Agricultural Sciences, University of Alaska Fairbanks. How does your graph compare with Professor Verbyla s? 19. What does the graph indicate? What is the correlation between ice breakup and bud burst? Explain. 20. To what might you attribute any correlation you see? 21. What do the trendlines show? 22. Based on your graph, make a prediction about the day of ice breakup on the Tanana River in future years: 23. How might the results of your trendline affect the day you would choose if you were entering the Nenana Ice Classic in future years? PFG-127

EXCEL Tutorial: How to use EXCEL for Graphs and Calculations.

EXCEL Tutorial: How to use EXCEL for Graphs and Calculations. EXCEL Tutorial: How to use EXCEL for Graphs and Calculations. Excel is powerful tool and can make your life easier if you are proficient in using it. You will need to use Excel to complete most of your

More information

A Guide to Using Excel in Physics Lab

A Guide to Using Excel in Physics Lab A Guide to Using Excel in Physics Lab Excel has the potential to be a very useful program that will save you lots of time. Excel is especially useful for making repetitious calculations on large data sets.

More information

MARS STUDENT IMAGING PROJECT

MARS STUDENT IMAGING PROJECT MARS STUDENT IMAGING PROJECT Data Analysis Practice Guide Mars Education Program Arizona State University Data Analysis Practice Guide This set of activities is designed to help you organize data you collect

More information

Microsoft Excel 2013: Charts June 2014

Microsoft Excel 2013: Charts June 2014 Microsoft Excel 2013: Charts June 2014 Description We will focus on Excel features for graphs and charts. We will discuss multiple axes, formatting data, choosing chart type, adding notes and images, and

More information

Excel Tutorial. Bio 150B Excel Tutorial 1

Excel Tutorial. Bio 150B Excel Tutorial 1 Bio 15B Excel Tutorial 1 Excel Tutorial As part of your laboratory write-ups and reports during this semester you will be required to collect and present data in an appropriate format. To organize and

More information

Data representation and analysis in Excel

Data representation and analysis in Excel Page 1 Data representation and analysis in Excel Let s Get Started! This course will teach you how to analyze data and make charts in Excel so that the data may be represented in a visual way that reflects

More information

Generating ABI PRISM 7700 Standard Curve Plots in a Spreadsheet Program

Generating ABI PRISM 7700 Standard Curve Plots in a Spreadsheet Program Generating ABI PRISM 7700 Standard Curve Plots in a Spreadsheet Program Overview The goal of this tutorial is to demonstrate the procedure through which analyzed data generated within an ABI PRISM 7700

More information

Summary of important mathematical operations and formulas (from first tutorial):

Summary of important mathematical operations and formulas (from first tutorial): EXCEL Intermediate Tutorial Summary of important mathematical operations and formulas (from first tutorial): Operation Key Addition + Subtraction - Multiplication * Division / Exponential ^ To enter a

More information

Educator s Guide to Excel Graphing

Educator s Guide to Excel Graphing Educator s Guide to Excel Graphing Overview: Students will use Excel to enter data into a spreadsheet and make a graph. Grades and Subject Areas: Grade 3-6 Subject Math Objectives: Students will: make

More information

Spreadsheets and Laboratory Data Analysis: Excel 2003 Version (Excel 2007 is only slightly different)

Spreadsheets and Laboratory Data Analysis: Excel 2003 Version (Excel 2007 is only slightly different) Spreadsheets and Laboratory Data Analysis: Excel 2003 Version (Excel 2007 is only slightly different) Spreadsheets are computer programs that allow the user to enter and manipulate numbers. They are capable

More information

Using Excel (Microsoft Office 2007 Version) for Graphical Analysis of Data

Using Excel (Microsoft Office 2007 Version) for Graphical Analysis of Data Using Excel (Microsoft Office 2007 Version) for Graphical Analysis of Data Introduction In several upcoming labs, a primary goal will be to determine the mathematical relationship between two variable

More information

Below is a very brief tutorial on the basic capabilities of Excel. Refer to the Excel help files for more information.

Below is a very brief tutorial on the basic capabilities of Excel. Refer to the Excel help files for more information. Excel Tutorial Below is a very brief tutorial on the basic capabilities of Excel. Refer to the Excel help files for more information. Working with Data Entering and Formatting Data Before entering data

More information

Using Microsoft Excel to Plot and Analyze Kinetic Data

Using Microsoft Excel to Plot and Analyze Kinetic Data Entering and Formatting Data Using Microsoft Excel to Plot and Analyze Kinetic Data Open Excel. Set up the spreadsheet page (Sheet 1) so that anyone who reads it will understand the page (Figure 1). Type

More information

Excel Math Project for 8th Grade Identifying Patterns

Excel Math Project for 8th Grade Identifying Patterns There are several terms that we will use to describe your spreadsheet: Workbook, worksheet, row, column, cell, cursor, name box, formula bar. Today you are going to create a spreadsheet to investigate

More information

In this example, Mrs. Smith is looking to create graphs that represent the ethnic diversity of the 24 students in her 4 th grade class.

In this example, Mrs. Smith is looking to create graphs that represent the ethnic diversity of the 24 students in her 4 th grade class. Creating a Pie Graph Step-by-step directions In this example, Mrs. Smith is looking to create graphs that represent the ethnic diversity of the 24 students in her 4 th grade class. 1. Enter Data A. Open

More information

Microsoft Excel Tutorial

Microsoft Excel Tutorial Microsoft Excel Tutorial by Dr. James E. Parks Department of Physics and Astronomy 401 Nielsen Physics Building The University of Tennessee Knoxville, Tennessee 37996-1200 Copyright August, 2000 by James

More information

Step Sheet: Creating a Data Table and Charts

Step Sheet: Creating a Data Table and Charts Step Sheet: Creating a Data Table and Charts Using Microsoft Excel Spreadsheets with Data This step sheet will help you build a data table and convert the data into histograms and circle graphs for your

More information

Creating an Excel XY (Scatter) Plot

Creating an Excel XY (Scatter) Plot Creating an Excel XY (Scatter) Plot EXCEL REVIEW 21-22 1 What is an XY or Scatter Plot? An XY or scatter plot either shows the relationships among the numeric values in several data series or plots two

More information

Figure 1. An embedded chart on a worksheet.

Figure 1. An embedded chart on a worksheet. 8. Excel Charts and Analysis ToolPak Charts, also known as graphs, have been an integral part of spreadsheets since the early days of Lotus 1-2-3. Charting features have improved significantly over the

More information

Information Literacy Program

Information Literacy Program Information Literacy Program Excel (2013) Advanced Charts 2015 ANU Library anulib.anu.edu.au/training ilp@anu.edu.au Table of Contents Excel (2013) Advanced Charts Overview of charts... 1 Create a chart...

More information

Where is all the freshwater on Earth?

Where is all the freshwater on Earth? Where is all the freshwater on Earth? Subject/ target grade: Middle School (8 th grade) Earth Science Duration: Three 50 minute period Setting: Classroom and computer lab Materials and Equipment Needed:

More information

Excel 2002. What you will do:

Excel 2002. What you will do: What you will do: Explore the features of Excel 2002 Create a blank workbook and a workbook from a template Format a workbook Apply formulas to a workbook Create a chart Import data to a workbook Share

More information

Monitoring Phenology Activity

Monitoring Phenology Activity Monitoring Phenology Activity Exploring the PhenoCam Locations Introduction In this activity students become familiar with the PhenoCam website and the network by comparing the images from diverse PhenoCam

More information

Graphing in excel on the Mac

Graphing in excel on the Mac Graphing in excel on the Mac Quick Reference for people who just need a reminder The easiest thing is to have a single series, with y data in the column to the left of the x- data. Select the data and

More information

Analyzing Data Using Excel

Analyzing Data Using Excel Analyzing Data Using Excel What you will do: Create a spreadsheet Use formulas and basic formatting Import text files Save worksheets as web pages Add interactivity to web worksheets Use pivot tables Create

More information

STC: Descriptive Statistics in Excel 2013. Running Descriptive and Correlational Analysis in Excel 2013

STC: Descriptive Statistics in Excel 2013. Running Descriptive and Correlational Analysis in Excel 2013 Running Descriptive and Correlational Analysis in Excel 2013 Tips for coding a survey Use short phrases for your data table headers to keep your worksheet neat, you can always edit the labels in tables

More information

Curve Fitting in Microsoft Excel By William Lee

Curve Fitting in Microsoft Excel By William Lee Curve Fitting in Microsoft Excel By William Lee This document is here to guide you through the steps needed to do curve fitting in Microsoft Excel using the least-squares method. In mathematical equations

More information

Using Excel for Handling, Graphing, and Analyzing Scientific Data:

Using Excel for Handling, Graphing, and Analyzing Scientific Data: Using Excel for Handling, Graphing, and Analyzing Scientific Data: A Resource for Science and Mathematics Students Scott A. Sinex Barbara A. Gage Department of Physical Sciences and Engineering Prince

More information

Plots, Curve-Fitting, and Data Modeling in Microsoft Excel

Plots, Curve-Fitting, and Data Modeling in Microsoft Excel Plots, Curve-Fitting, and Data Modeling in Microsoft Excel This handout offers some tips on making nice plots of data collected in your lab experiments, as well as instruction on how to use the built-in

More information

Signs of the Seasons: A Maine Phenology Project

Signs of the Seasons: A Maine Phenology Project Signs of the Seasons: A Maine Phenology Project http://umaine.edu/signs- of- the- seasons/ Mapping and Graphing Your Phenology Observations Authors: Beth Bisson 1, Medea Steinman 2, and Esperanza Stancioff

More information

Microsoft Excel 2010 Charts and Graphs

Microsoft Excel 2010 Charts and Graphs Microsoft Excel 2010 Charts and Graphs Email: training@health.ufl.edu Web Page: http://training.health.ufl.edu Microsoft Excel 2010: Charts and Graphs 2.0 hours Topics include data groupings; creating

More information

Excel -- Creating Charts

Excel -- Creating Charts Excel -- Creating Charts The saying goes, A picture is worth a thousand words, and so true. Professional looking charts give visual enhancement to your statistics, fiscal reports or presentation. Excel

More information

Essential Question. Enduring Understanding

Essential Question. Enduring Understanding Earth In Space Unit Diagnostic Assessment: Students complete a questionnaire answering questions about their ideas concerning a day, year, the seasons and moon phases: My Ideas About A Day, Year, Seasons

More information

Microsoft Excel 2013 Tutorial

Microsoft Excel 2013 Tutorial Microsoft Excel 2013 Tutorial TABLE OF CONTENTS 1. Getting Started Pg. 3 2. Creating A New Document Pg. 3 3. Saving Your Document Pg. 4 4. Toolbars Pg. 4 5. Formatting Pg. 6 Working With Cells Pg. 6 Changing

More information

Intro to Excel spreadsheets

Intro to Excel spreadsheets Intro to Excel spreadsheets What are the objectives of this document? The objectives of document are: 1. Familiarize you with what a spreadsheet is, how it works, and what its capabilities are; 2. Using

More information

ARMT Longitudinal Data Analysis

ARMT Longitudinal Data Analysis ARMT Use with Excel 2007 2011 ARMT Longitudinal Data Analysis School Improvement Team Alabama Department of Education Purpose: Why should we use longitudinal data? One year s data cannot pinpoint trends.

More information

Computer Skills Microsoft Excel Creating Pie & Column Charts

Computer Skills Microsoft Excel Creating Pie & Column Charts Computer Skills Microsoft Excel Creating Pie & Column Charts In this exercise, we will learn how to display data using a pie chart and a column chart, color-code the charts, and label the charts. Part

More information

Scientific Graphing in Excel 2010

Scientific Graphing in Excel 2010 Scientific Graphing in Excel 2010 When you start Excel, you will see the screen below. Various parts of the display are labelled in red, with arrows, to define the terms used in the remainder of this overview.

More information

Making an online form in Serif WebPlus

Making an online form in Serif WebPlus Making an online form in Serif WebPlus Before you begin your form, it is a very good idea to plan it out on a piece of paper. Decide what information you wish to collect, and which type of fields will

More information

Materials Needed: Choose one of the following methods depending on how familiar your students are with the internet and how to use it.

Materials Needed: Choose one of the following methods depending on how familiar your students are with the internet and how to use it. Teacher Information Lesson Title: Global Warming, Green House Effect and Climate Changes Lesson Description: This lesson helps students to understand or review their understanding of global warming, the

More information

Graphing Parabolas With Microsoft Excel

Graphing Parabolas With Microsoft Excel Graphing Parabolas With Microsoft Excel Mr. Clausen Algebra 2 California State Standard for Algebra 2 #10.0: Students graph quadratic functions and determine the maxima, minima, and zeros of the function.

More information

Using Excel for descriptive statistics

Using Excel for descriptive statistics FACT SHEET Using Excel for descriptive statistics Introduction Biologists no longer routinely plot graphs by hand or rely on calculators to carry out difficult and tedious statistical calculations. These

More information

Please see the Seasonal Changes module description.

Please see the Seasonal Changes module description. Overview Children will measure and graph the precipitation on the playground throughout the year using a rain gauge. Children will also observe satellite images of clouds and begin to investigate how clouds

More information

Lab 1: The metric system measurement of length and weight

Lab 1: The metric system measurement of length and weight Lab 1: The metric system measurement of length and weight Introduction The scientific community and the majority of nations throughout the world use the metric system to record quantities such as length,

More information

Excel Guide for Finite Mathematics and Applied Calculus

Excel Guide for Finite Mathematics and Applied Calculus Excel Guide for Finite Mathematics and Applied Calculus Revathi Narasimhan Kean University A technology guide to accompany Mathematical Applications, 6 th Edition Applied Calculus, 2 nd Edition Calculus:

More information

Creating Charts in Microsoft Excel A supplement to Chapter 5 of Quantitative Approaches in Business Studies

Creating Charts in Microsoft Excel A supplement to Chapter 5 of Quantitative Approaches in Business Studies Creating Charts in Microsoft Excel A supplement to Chapter 5 of Quantitative Approaches in Business Studies Components of a Chart 1 Chart types 2 Data tables 4 The Chart Wizard 5 Column Charts 7 Line charts

More information

Plotting: Customizing the Graph

Plotting: Customizing the Graph Plotting: Customizing the Graph Data Plots: General Tips Making a Data Plot Active Within a graph layer, only one data plot can be active. A data plot must be set active before you can use the Data Selector

More information

Getting Started with Excel 2008. Table of Contents

Getting Started with Excel 2008. Table of Contents Table of Contents Elements of An Excel Document... 2 Resizing and Hiding Columns and Rows... 3 Using Panes to Create Spreadsheet Headers... 3 Using the AutoFill Command... 4 Using AutoFill for Sequences...

More information

How to make a line graph using Excel 2007

How to make a line graph using Excel 2007 How to make a line graph using Excel 2007 Format your data sheet Make sure you have a title and each column of data has a title. If you are entering data by hand, use time or the independent variable in

More information

Advanced Microsoft Excel 2010

Advanced Microsoft Excel 2010 Advanced Microsoft Excel 2010 Table of Contents THE PASTE SPECIAL FUNCTION... 2 Paste Special Options... 2 Using the Paste Special Function... 3 ORGANIZING DATA... 4 Multiple-Level Sorting... 4 Subtotaling

More information

Interactive Excel Spreadsheets:

Interactive Excel Spreadsheets: Interactive Excel Spreadsheets: Constructing Visualization Tools to Enhance Your Learner-centered Math and Science Classroom Scott A. Sinex Department of Physical Sciences and Engineering Prince George

More information

Charting LibQUAL+(TM) Data. Jeff Stark Training & Development Services Texas A&M University Libraries Texas A&M University

Charting LibQUAL+(TM) Data. Jeff Stark Training & Development Services Texas A&M University Libraries Texas A&M University Charting LibQUAL+(TM) Data Jeff Stark Training & Development Services Texas A&M University Libraries Texas A&M University Revised March 2004 The directions in this handout are written to be used with SPSS

More information

EXCEL EXERCISE #8: Consolidating and Linking Spreadsheets

EXCEL EXERCISE #8: Consolidating and Linking Spreadsheets EXCEL EXERCISE #: Consolidating and Linking Spreadsheets. Enter the following information onto Sheet. Double click on the tab for the worksheet and rename it: East. (It represents sales in $000.) 0 Record

More information

Absorbance Spectrophotometry: Analysis of FD&C Red Food Dye #40 Calibration Curve Procedure

Absorbance Spectrophotometry: Analysis of FD&C Red Food Dye #40 Calibration Curve Procedure Absorbance Spectrophotometry: Analysis of FD&C Red Food Dye #40 Calibration Curve Procedure Note: there is a second document that goes with this one! 2046 - Absorbance Spectrophotometry. Make sure you

More information

Graphing in EXCEL for the Classroom: A Step-by-Step Approach. David F. Cihak and Paul A. Alberto, Georgia State University

Graphing in EXCEL for the Classroom: A Step-by-Step Approach. David F. Cihak and Paul A. Alberto, Georgia State University Graphing in EXCEL for the Classroom: A Step-by-Step Approach David F. Cihak and Paul A. Alberto, Georgia State University Anne C. Troutman, University of Memphis Margaret M. Flores, University of Texas

More information

Spreadsheet. Parts of a Spreadsheet. Entry Bar

Spreadsheet. Parts of a Spreadsheet. Entry Bar Spreadsheet Parts of a Spreadsheet 1. Open the AppleWorks program. Select spreadsheet. 2. Explore the spreadsheet setup for a while. Active Cell Address Entry Bar Column Headings Row Headings Active Cell

More information

How to Excel with CUFS Part 2 Excel 2010

How to Excel with CUFS Part 2 Excel 2010 How to Excel with CUFS Part 2 Excel 2010 Course Manual Finance Training Contents 1. Working with multiple worksheets 1.1 Inserting new worksheets 3 1.2 Deleting sheets 3 1.3 Moving and copying Excel worksheets

More information

Generating Heat. Part 1: Breathing Earth. Part 2: The Growth of Carbon Emitters. Introduction: Materials:

Generating Heat. Part 1: Breathing Earth. Part 2: The Growth of Carbon Emitters. Introduction: Materials: Generating Heat Introduction: Carbon dioxide (CO 2 ) is the primary greenhouse gas contributing to global climate change. A greenhouse gas is a gas that absorbs the sunlight being reflected back towards

More information

Spreadsheets and Databases For Information Literacy

Spreadsheets and Databases For Information Literacy Spreadsheets and Databases For Information Literacy What are students expected to do with data? Read & Interpret Collect, Analyze Make Predictions Compare & Contrast Describe Draw Conclusions Make Inferences

More information

CARBON THROUGH THE SEASONS

CARBON THROUGH THE SEASONS DESCRIPTION In this lesson plan, students learn about the carbon cycle and understand how concentrations of carbon dioxide (CO 2 ) in the Earth s atmosphere vary as the seasons change. Students also learn

More information

Formulas, Functions and Charts

Formulas, Functions and Charts Formulas, Functions and Charts :: 167 8 Formulas, Functions and Charts 8.1 INTRODUCTION In this leson you can enter formula and functions and perform mathematical calcualtions. You will also be able to

More information

This activity will show you how to draw graphs of algebraic functions in Excel.

This activity will show you how to draw graphs of algebraic functions in Excel. This activity will show you how to draw graphs of algebraic functions in Excel. Open a new Excel workbook. This is Excel in Office 2007. You may not have used this version before but it is very much the

More information

Graphing Sea Ice Extent in the Arctic and Antarctic

Graphing Sea Ice Extent in the Arctic and Antarctic Graphing Sea Ice Extent in the Arctic and Antarctic Summary: Students graph sea ice extent (area) in both polar regions (Arctic and Antarctic) over a three-year period to learn about seasonal variations

More information

Plotting Data with Microsoft Excel

Plotting Data with Microsoft Excel Plotting Data with Microsoft Excel Here is an example of an attempt to plot parametric data in a scientifically meaningful way, using Microsoft Excel. This example describes an experience using the Office

More information

STATEMENT OF TRANSACTION REPORT ANALYSIS USING EXCEL

STATEMENT OF TRANSACTION REPORT ANALYSIS USING EXCEL STATEMENT OF TRANSACTION REPORT ANALYSIS USING EXCEL Excel can be used to analyze the MCPS Statement of Transaction EXCEL Report Selected Fields to more easily track expenses through the procurement cycle.

More information

Engineering Problem Solving and Excel. EGN 1006 Introduction to Engineering

Engineering Problem Solving and Excel. EGN 1006 Introduction to Engineering Engineering Problem Solving and Excel EGN 1006 Introduction to Engineering Mathematical Solution Procedures Commonly Used in Engineering Analysis Data Analysis Techniques (Statistics) Curve Fitting techniques

More information

Communities, Biomes, and Ecosystems

Communities, Biomes, and Ecosystems Communities, Biomes, and Ecosystems Before You Read Before you read the chapter, respond to these statements. 1. Write an A if you agree with the statement. 2. Write a D if you disagree with the statement.

More information

SECTION 3.2 CLIMATE AND PRECIPITATION

SECTION 3.2 CLIMATE AND PRECIPITATION SECTION 3.2 CLIMATE AND PRECIPITATION Ulster County Climate Data A preliminary analysis of the Preserve s weather data shows that the average temperature has risen about two degrees over the past 114 years.

More information

MetroBoston DataCommon Training

MetroBoston DataCommon Training MetroBoston DataCommon Training Whether you are a data novice or an expert researcher, the MetroBoston DataCommon can help you get the information you need to learn more about your community, understand

More information

SECTION 2-1: OVERVIEW SECTION 2-2: FREQUENCY DISTRIBUTIONS

SECTION 2-1: OVERVIEW SECTION 2-2: FREQUENCY DISTRIBUTIONS SECTION 2-1: OVERVIEW Chapter 2 Describing, Exploring and Comparing Data 19 In this chapter, we will use the capabilities of Excel to help us look more carefully at sets of data. We can do this by re-organizing

More information

Introduction to Microsoft Access 2003

Introduction to Microsoft Access 2003 Introduction to Microsoft Access 2003 Zhi Liu School of Information Fall/2006 Introduction and Objectives Microsoft Access 2003 is a powerful, yet easy to learn, relational database application for Microsoft

More information

Chapter 4 Creating Charts and Graphs

Chapter 4 Creating Charts and Graphs Calc Guide Chapter 4 OpenOffice.org Copyright This document is Copyright 2006 by its contributors as listed in the section titled Authors. You can distribute it and/or modify it under the terms of either

More information

2013 MBA Jump Start Program. Statistics Module Part 3

2013 MBA Jump Start Program. Statistics Module Part 3 2013 MBA Jump Start Program Module 1: Statistics Thomas Gilbert Part 3 Statistics Module Part 3 Hypothesis Testing (Inference) Regressions 2 1 Making an Investment Decision A researcher in your firm just

More information

USING EXCEL ON THE COMPUTER TO FIND THE MEAN AND STANDARD DEVIATION AND TO DO LINEAR REGRESSION ANALYSIS AND GRAPHING TABLE OF CONTENTS

USING EXCEL ON THE COMPUTER TO FIND THE MEAN AND STANDARD DEVIATION AND TO DO LINEAR REGRESSION ANALYSIS AND GRAPHING TABLE OF CONTENTS USING EXCEL ON THE COMPUTER TO FIND THE MEAN AND STANDARD DEVIATION AND TO DO LINEAR REGRESSION ANALYSIS AND GRAPHING Dr. Susan Petro TABLE OF CONTENTS Topic Page number 1. On following directions 2 2.

More information

EXCEL SPREADSHEET MANUAL

EXCEL SPREADSHEET MANUAL EXCEL SPREADSHEET MANUAL to accompany MATHEMATICS WITH APPLICATIONS, EIGHTH EDITION and MATHEMATICS WITH APPLICATIONS, FINITE VERSION, EIGHTH EDITION LIAL HUNGERFORD Paula Grafton Young Salem College J.

More information

Integrating Spreadsheet Templates and Data Analysis into Fluid Power Instruction

Integrating Spreadsheet Templates and Data Analysis into Fluid Power Instruction Volume 16, Number 4 - August 2000 to October 2000 Integrating Spreadsheet Templates and Data Analysis into Fluid Power Instruction By Dr. Bruce Marsh KEYWORD SEARCH Curriculum Fluid Power Teaching Methods

More information

Prism 6 Step-by-Step Example Linear Standard Curves Interpolating from a standard curve is a common way of quantifying the concentration of a sample.

Prism 6 Step-by-Step Example Linear Standard Curves Interpolating from a standard curve is a common way of quantifying the concentration of a sample. Prism 6 Step-by-Step Example Linear Standard Curves Interpolating from a standard curve is a common way of quantifying the concentration of a sample. Step 1 is to construct a standard curve that defines

More information

Quickstart for Desktop Version

Quickstart for Desktop Version Quickstart for Desktop Version What is GeoGebra? Dynamic Mathematics Software in one easy-to-use package For learning and teaching at all levels of education Joins interactive 2D and 3D geometry, algebra,

More information

Budgeting in QuickBooks

Budgeting in QuickBooks Budgeting in QuickBooks Using a budget to plan the expenditure of wing funds helps the wing identify needs along with the ability to analyze the resources necessary to meet those needs. As with any plan,

More information

If there is not a Data Analysis option under the DATA menu, you will need to install the Data Analysis ToolPak as an add-in for Microsoft Excel.

If there is not a Data Analysis option under the DATA menu, you will need to install the Data Analysis ToolPak as an add-in for Microsoft Excel. If there is not a Data Analysis option under the DATA menu, you will need to install the Data Analysis ToolPak as an add-in for Microsoft Excel. 1. Click on the FILE tab and then select Options from the

More information

Making Visio Diagrams Come Alive with Data

Making Visio Diagrams Come Alive with Data Making Visio Diagrams Come Alive with Data An Information Commons Workshop Making Visio Diagrams Come Alive with Data Page Workshop Why Add Data to A Diagram? Here are comparisons of a flow chart with

More information

GETTING TO THE CORE: THE LINK BETWEEN TEMPERATURE AND CARBON DIOXIDE

GETTING TO THE CORE: THE LINK BETWEEN TEMPERATURE AND CARBON DIOXIDE DESCRIPTION This lesson plan gives students first-hand experience in analyzing the link between atmospheric temperatures and carbon dioxide ( ) s by looking at ice core data spanning hundreds of thousands

More information

Updates to Graphing with Excel

Updates to Graphing with Excel Updates to Graphing with Excel NCC has recently upgraded to a new version of the Microsoft Office suite of programs. As such, many of the directions in the Biology Student Handbook for how to graph with

More information

INTRODUCTION TO EXCEL

INTRODUCTION TO EXCEL INTRODUCTION TO EXCEL 1 INTRODUCTION Anyone who has used a computer for more than just playing games will be aware of spreadsheets A spreadsheet is a versatile computer program (package) that enables you

More information

Using Excel 2003 with Basic Business Statistics

Using Excel 2003 with Basic Business Statistics Using Excel 2003 with Basic Business Statistics Introduction Use this document if you plan to use Excel 2003 with Basic Business Statistics, 12th edition. Instructions specific to Excel 2003 are needed

More information

Getting started manual

Getting started manual Getting started manual XLSTAT Getting started manual Addinsoft 1 Table of Contents Install XLSTAT and register a license key... 4 Install XLSTAT on Windows... 4 Verify that your Microsoft Excel is up-to-date...

More information

Studying Topography, Orographic Rainfall, and Ecosystems (STORE)

Studying Topography, Orographic Rainfall, and Ecosystems (STORE) Studying Topography, Orographic Rainfall, and Ecosystems (STORE) Basic Lesson 3: Using Microsoft Excel to Analyze Weather Data: Topography and Temperature Introduction This lesson uses NCDC data to compare

More information

Excel Unit 4. Data files needed to complete these exercises will be found on the S: drive>410>student>computer Technology>Excel>Unit 4

Excel Unit 4. Data files needed to complete these exercises will be found on the S: drive>410>student>computer Technology>Excel>Unit 4 Excel Unit 4 Data files needed to complete these exercises will be found on the S: drive>410>student>computer Technology>Excel>Unit 4 Step by Step 4.1 Creating and Positioning Charts GET READY. Before

More information

8 th Grade Computer Applications Final Business Project

8 th Grade Computer Applications Final Business Project 8 th Grade Computer Applications Final Business Project Project Goals In this final project, you will use skills we have learned in Publisher and Excel to create an imaginary Business. Be sure to save

More information

Pivot Tables & Pivot Charts

Pivot Tables & Pivot Charts Pivot Tables & Pivot Charts Pivot tables... 2 Creating pivot table using the wizard...2 The pivot table toolbar...5 Analysing data in a pivot table...5 Pivot Charts... 6 Creating a pivot chart using the

More information

Using Excel to find Perimeter, Area & Volume

Using Excel to find Perimeter, Area & Volume Using Excel to find Perimeter, Area & Volume Level: LBS 4 V = lwh Goal: To become familiar with Microsoft Excel by entering formulas into a spreadsheet in order to calculate the perimeter, area and volume

More information

Crossing the Pacific Bathymetry

Crossing the Pacific Bathymetry Crossing the Pacific Bathymetry Summary What is really under the salt water in our worldwide oceans? This four-part activity will guide students to explore, investigate, and analyze our mysterious ocean

More information

Excel Charts & Graphs

Excel Charts & Graphs MAX 201 Spring 2008 Assignment #6: Charts & Graphs; Modifying Data Due at the beginning of class on March 18 th Introduction This assignment introduces the charting and graphing capabilities of SPSS and

More information

Using Microsoft Producer for PowerPoint to Record Accounting Lectures

Using Microsoft Producer for PowerPoint to Record Accounting Lectures Using Microsoft Producer for PowerPoint to Record Accounting Lectures A presentation to the 2007 Conference of the Teachers of Accounting at Two-Year Colleges May 17-19, Indianapolis, IN Presenter: Lou

More information

Content Guide & Five Items Resource

Content Guide & Five Items Resource Content Guide & Five Items Resource Introduction The following information should be used as a companion to the CPI Links. It provides clarifications concerning the content and skills contained in the

More information

Introduction to SPSS 16.0

Introduction to SPSS 16.0 Introduction to SPSS 16.0 Edited by Emily Blumenthal Center for Social Science Computation and Research 110 Savery Hall University of Washington Seattle, WA 98195 USA (206) 543-8110 November 2010 http://julius.csscr.washington.edu/pdf/spss.pdf

More information

Appendix 2.1 Tabular and Graphical Methods Using Excel

Appendix 2.1 Tabular and Graphical Methods Using Excel Appendix 2.1 Tabular and Graphical Methods Using Excel 1 Appendix 2.1 Tabular and Graphical Methods Using Excel The instructions in this section begin by describing the entry of data into an Excel spreadsheet.

More information

EXCEL PIVOT TABLE David Geffen School of Medicine, UCLA Dean s Office Oct 2002

EXCEL PIVOT TABLE David Geffen School of Medicine, UCLA Dean s Office Oct 2002 EXCEL PIVOT TABLE David Geffen School of Medicine, UCLA Dean s Office Oct 2002 Table of Contents Part I Creating a Pivot Table Excel Database......3 What is a Pivot Table...... 3 Creating Pivot Tables

More information

Exploring Relationships between Highest Level of Education and Income using Corel Quattro Pro

Exploring Relationships between Highest Level of Education and Income using Corel Quattro Pro Exploring Relationships between Highest Level of Education and Income using Corel Quattro Pro Created by Michael Lieff (m@lieff.net) Faculty of Education, Queen s University While on practicum at Statistics

More information

Calibration and Linear Regression Analysis: A Self-Guided Tutorial

Calibration and Linear Regression Analysis: A Self-Guided Tutorial Calibration and Linear Regression Analysis: A Self-Guided Tutorial Part 1 Instrumental Analysis with Excel: The Basics CHM314 Instrumental Analysis Department of Chemistry, University of Toronto Dr. D.

More information