# COS 116 The Computational Universe Laboratory 9: Virus and Worm Propagation in Networks

Save this PDF as:

Size: px
Start display at page:

Download "COS 116 The Computational Universe Laboratory 9: Virus and Worm Propagation in Networks"

## Transcription

2 Figure 1: Simulator interface Here is a brief explanation of all adjustable parameters. Network size: The number of nodes in the network. This can be interpreted as the number of computers in a computer network or the number of people in a social network. Network type: In a fully-connected network, every node is directly connected to every other node. In a social network the connections are generated according to a randomized scheme so that the resultant network resembles actual social networks that have been studied. Though the details of the social network are interesting (feel free to ask your TA questions) they are not relevant for this lab. You just need to know that each node is directly connected to at least the number specified in Minimum Friends though some nodes may be connected to much more than this minimum. (In social networks, these are the popular people.) Initially vulnerable: The percentage of computers that is initially vulnerable to infection. This models the possibility that some computers may already be patched against a weakness, or that some people are immune to a disease. Initially infected population: The number of computers that are initially infected. Time to install: The amount of time before an infected computer begins to spread the virus to other computers. Time to spread: The amount of time between infection attempts by an infected computer that is spreading the virus. Time to repair: The amount of time from infection until the virus is removed and the computer is immunized.

3 How infection works: An infected computer spreads the virus by randomly choosing a computer to which it is directly connected, every "Time to Spread" seconds. If that computer is vulnerable, then it will begin spreading the virus "Time to Install" seconds later. However, the good guys may rush software patches to remove the virus/worm. The "Time to Repair" is the time after which the computer is considered repaired -- no longer spreading the virus/worm, nor susceptible to infection again. Interpreting the results using Excel: The simulator outputs periodic counts of vulnerable, infected, and repaired computers. You can save this output to a file of type CSV ( Comma Separated Values ), which is a standard format for data files. To graph the data from a CSV file in Excel: 1. Double-click the CSV file to open it in Excel. 2. Use the mouse to select all the columns and rows that have data (or, to do this with the keyboard, press Ctrl + A). 3. From the Insert menu, click the Scatter chart type with only markers. 4. Select File Save As, and save the file as a *.xls file (not as a CSV file) Vulnerable Infected Patched Figure 2: Example chart

6 Part 6: Additional Questions 1. Which model is suited for studying the spread of the flu: fully connected network or social network? Write a ballpark estimate for Minimum Friends in this setting and briefly explain how you arrived at it. Just guess -- no need for extensive Googling. (Hint: Whom does the person infect? Everybody she meets? Shakes hands with? Sneezes at? Some small subset of the above?) 2. Explain briefly but clearly why the following measures are recommended during the cold season. Use terminology from the lab, such as Minimum Friends and Time to Spread. (i) Governments and employers should get a large fraction of the population vaccinated against the flu. (ii) Cover your mouth while sneezing and frequently wash hands. (iii) If you have a bad cold or flu, stay home and rest. (Note: Of course this is a good idea for the infected person, but why is it also a good public health measure?) 3. The phrase tipping point has recently become popular in the press and several academic fields. (See It refers to the fact that phenomena like crime, disease, etc. can respond in an extremely nonlinear fashion to small changes in tactics. For instance, increasing the police force by 50% may cause crime rates drop precipitously. Did you observe a tipping point phenomenon in any of the experiments we did today? 4. By examining your data, why might an attacker prefer to write computer worms instead of viruses? 5. However, computer viruses are more common than worms. Why? (Hint: The answer uses ideas you learned in class, such as social engineering, and the comparative difficulty of writing a virus versus writing a worm.)

### Dashboard logging data graphs. Dashboard logging data graphs How to create graphs from Dashboard logging data using MS Excel.

Dashboard logging data graphs How to create graphs from Dashboard logging data using MS Excel Introduction The TBS Dashboard for Windows software environment, offers data logging capabilities for each

### The Reality Pertussis can be a serious illness, part icularly for babies and young children.

Sounds of Pertussis Pertussis, also known as whooping cough, is a poten tially deadly infection that can strike at any age, but is particularly dangerous for babies. The sounds of pertussis are like no

### How to create graphs with a best fit line in Excel

How to create graphs with a best fit line in Excel In this manual, we will use two examples: y = x, a linear graph; and y = x 2, a non-linear graph. The y-values were specifically chosen to be inexact

### 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

BMV-602 Data Link Manual 1 Contents of the kit 1 x BMV-602 data link cable. 1 x Installation CD 2 System Requirements 2.1 Hardware requirements A BMV-602 with software version 2.03 or higher. A spare RS-232

### ISSH 2011 ABM Track - Hands-on Exercise

ISSH 2011 ABM Track - Hands-on Exercise Authors: Shawn Brown, University of Pittsburgh, stbrown@psc.edu John Grefenstette, University of Pittsburgh, gref@pitt.edu Nathan Stone, Pittsburgh Supercomputing

### Excel Lab 3: Linear Regression

Excel Lab 3: Linear Regression When working with data sets, the term regression (also called least squares fitting ) refers to determining the formula of a function that relates the data quantities in

### Running a Budget Position Report for a Department

Running a Budget Position Report for a Department This Addy Note explains how to run a Budget Position report for a department from within UCF Financials. It discusses how to: Run a Budget Position report

### 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

### 4. Are you satisfied with the outcome? Why or why not? Offer a solution and make a new graph (Figure 2).

Assignment 1 Introduction to Excel and SPSS Graphing and Data Manipulation Part 1 Graphing (worksheet 1) 1. Download the BHM excel data file from the course website. 2. Save it to the desktop as an excel

### Why you and your Family Should Get the Flu Shot

Why you and your Family Should Get the Flu Shot Why Get VaCCinated against influenza? Influenza (flu) is a virus that can lead to serious complications, hospitalization, or even death. Even healthy children

### Creating an Excel Spreadsheet for Mail Merge. Excel Spreadsheet Mail Merge. 1 of 9 Design & Print Offline: Mail Merge

Creating an Excel Spreadsheet for Mail Merge Excel Spreadsheet Mail Merge 1 of 9 Creating an Excel Database for a Mail Merge 1. To create a database for a mail merge you will first need to open Microsoft

### 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

### 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

### 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

### Spread of an Infectious Disease

Teacher Preparation Notes for Some Similarities between the Spread of an Infectious Disease and Population Growth Dr. Jennifer Doherty and Dr. Ingrid Waldron, Department of Biology, University of Pennsylvania,

Systems Dynamics Using Personal Learning Edition (PLE) Download PLE at http://vensim.com/freedownload.html Quick Start Tutorial Preliminaries PLE is software designed for modeling one or more quantities

### 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

### Tutorial 2: Reading and Manipulating Files Jason Pienaar and Tom Miller

Tutorial 2: Reading and Manipulating Files Jason Pienaar and Tom Miller Most of you want to use R to analyze data. However, while R does have a data editor, other programs such as excel are often better

### Using Microsoft Excel to Manage and Analyze Data: Some Tips

Using Microsoft Excel to Manage and Analyze Data: Some Tips Larger, complex data management may require specialized and/or customized database software, and larger or more complex analyses may require

### Instructions to operating forms created in MSWord and Excel

Instructions to operating forms created in MSWord and Excel Forms created in MSWord and Excel can contain macros. In order for the form to work correctly, your MSWord/Excel security level must be set at

### Estimating a market model: Step-by-step Prepared by Pamela Peterson Drake Florida Atlantic University

Estimating a market model: Step-by-step Prepared by Pamela Peterson Drake Florida Atlantic University The purpose of this document is to guide you through the process of estimating a market model for the

### Introduction to MS WINDOWS XP

Introduction to MS WINDOWS XP Mouse Desktop Windows Applications File handling Introduction to MS Windows XP 2 Table of Contents What is Windows XP?... 3 Windows within Windows... 3 The Desktop... 3 The

### : Lab 1: Measurement and Uncertainty Pendulum Period

Introduction : Lab 1: Measurement and Uncertainty Pendulum Period Physics is primarily an experimental science. Physics theories are tested and refined and are only retained when they are proven to be

### Reporting Tips and Tricks

Chapter 16 Reporting Tips and Tricks Intuit Statement Writer New for 2009! Company Snapshot New for 2009! Using the Report Center Reporting Preferences Modifying Reports Report Groups Memorized Reports

### TIBCO Spotfire Network Analytics 1.1. User s Manual

TIBCO Spotfire Network Analytics 1.1 User s Manual Revision date: 26 January 2009 Important Information SOME TIBCO SOFTWARE EMBEDS OR BUNDLES OTHER TIBCO SOFTWARE. USE OF SUCH EMBEDDED OR BUNDLED TIBCO

### Lab 11. Simulations. The Concept

Lab 11 Simulations In this lab you ll learn how to create simulations to provide approximate answers to probability questions. We ll make use of a particular kind of structure, called a box model, that

### Chapter 2. Software: (preview draft) Getting Started with Stella and Vensim

Chapter. Software: (preview draft) Getting Started with Stella and Vensim Stella and Vensim are icon-based programs to support the construction and testing of system dynamics models. I use these programs

### An Introduction to Graphing in Excel

An Introduction to Graphing in Excel This example uses Excel to graph Y vs X. This problem starts as follows: 1.Complete the following table and on graph paper, graph the line for the equation x 2y = Identify

### Laboratory 1 Initiating a Project

Laboratory 1 Initiating a Project Outline What is a project? What is project management? Initiating a project. Getting Starting with Project 2007? What Is a Project? A project is an activity that has a

### Getting Started With SPSS

Getting Started With SPSS To investigate the research questions posed in each section of this site, we ll be using SPSS, an IBM computer software package specifically designed for use in the social sciences.

Table of Contents Graphing with Excel 1 1. Graphing Data 1.1. Starting the Chart Wizard 1.2. Selecting the Data 1.3. Selecting the Chart Options 1.3.1. Titles Tab 1.3.2. Axes Tab 1.3.3. Gridlines Tab 1.3.4.

### Advances in Health Care Predictive Analytics

Advances in Health Care Predictive Analytics Graphical Models Part I: Intelligent Reasoning with Bayesian Networks Jarrod E. Dalton COLD OR FLU? How do we tell? A Simple Bayesian Network P() Prob. No 70%

SDBS Online Help Facility HARDWARE /SOFTWARE REQUIREMENTS The Statistical Database System requires that you have a browser installed in your pc, preferably use Microsoft s Internet Explore browser, and

### Microsoft Access Database

1 of 6 08-Jun-2010 12:38 Microsoft Access Database Introduction A Microsoft Access database is primarily a Windows file. It must have a location, also called a path, which indicates how the file can be

### Excel Pivot Tables. Blue Pecan Computer Training Ltd - Onsite Training Provider www.bluepecantraining.com :: 0800 6124105 :: info@bluepecan.co.

Excel Pivot Tables 1 Table of Contents Pivot Tables... 3 Preparing Data for a Pivot Table... 3 Creating a Dynamic Range for a Pivot Table... 3 Creating a Pivot Table... 4 Removing a Field... 5 Change the

### NEXT Analytics Business Intelligence User Guide

NEXT Analytics Business Intelligence User Guide This document provides an overview of the powerful business intelligence functions embedded in NEXT Analytics v5. These functions let you build more useful

### Analyzing financial data

LESSON 9 Analyzing financial data 9 Lesson objectives, 240 Supporting materials, 238 Instructor preparation, 238 To start this lesson, 240 Reports and graphs help you understand your business, 241 Creating

### 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

### Planning a Network with Different Users, Hosts, and Services

Laboratory 4 Network Design Planning a Network with Different Users, Hosts, and Services Objective The objective of this lab is to demonstrate the basics of designing a network, taking into consideration

### SellerDeck Desktop 2016

Contents ebay Order Import... 2 Google Analytics and Adwords... 3 PayPal Enhancements... 4 Stock Management Enhancements:... 4 SEO and Design... 5 Other Technical Enhancements... 6 An to SellerDeck Desktop

### DirectTrack CrossPublication Users Guide

DirectTrack CrossPublication Users Guide Table of Contents Introduction...1 Getting Started...2 Do-It-Direct Enabling CrossPublication... 2 CrossPublication Setup... 3 Do-It-Direct CrossPublication Profile

In-Depth Guide Advanced Spreadsheet Techniques Learning Objectives By reading and completing the activities in this chapter, you will be able to: Create PivotTables using Microsoft Excel Create scenarios

### Bank Reconciliation: Improvements for the Shelby v5 Spring 2006 Release

Bank Reconciliation: Improvements for the Shelby v5 Spring 2006 Release After loading the spring 2006 release, you will notice a few major improvements to the Bank Reconciliation module that will assist

### Using Outlook WebAccess

Using Outlook WebAccess Outlook Toolbars - Terminology Update all folders New Move/Copy Reply Forward Check for New Messages Help Show/Hide Folders Delete Reply to All Show/Hide Reading Pain Search Address

### Figure 1: Excel s data grid and addressing

This is meant to be a short tutorial in how to effectively use Microsoft Excel, a software package that most people are generally familiar with, to plot and analyze scientific data. Basic Excel: First

### LABORATORY. 14 Disk Scheduling OBJECTIVE REFERENCES. Watch how the operating system schedules the reading or writing of disk tracks.

Dmitriy Shironosov/ShutterStock, Inc. LABORATORY 14 Disk Scheduling OBJECTIVE Watch how the operating system schedules the reading or writing of disk tracks. REFERENCES Software needed: 1) Disk Scheduling

### 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

### Vulnerability Management ROI Calculator User Guide. v2.0 Monday, September 29, 2008. www.lumension.com. Copyright 2008, Lumension Security

Vulnerability Management ROI Calculator User Guide v2.0 Monday, September 29, 2008 Copyright 2008, Lumension Security www.lumension.com Vulnerability Management ROI Calculator Overview The Lumension Security

### Simple Predictive Analytics Curtis Seare

Using Excel to Solve Business Problems: Simple Predictive Analytics Curtis Seare Copyright: Vault Analytics July 2010 Contents Section I: Background Information Why use Predictive Analytics? How to use

### PREPARING YOUR ORGANIZATION FOR PANDEMIC FLU. Pandemic Influenza:

PREPARING YOUR ORGANIZATION FOR PANDEMIC FLU Pandemic Influenza: What Business and Organization Leaders Need to Know About Pandemic Influenza Planning State of Alaska Frank H. Murkowski, Governor Department

### Basic Quantitative Analysis: Using Excel to Analyze Your Data

Basic Quantitative Analysis: Using Excel to Analyze Your Data Kimberly Yousey, PhD. Associate Director, Assessment Programs StudentVoice 716-652-9400 press 1 kyouseyelsener@studentvoice.com Defining Quantitative

### 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

### Experiment #1, Analyze Data using Excel, Calculator and Graphs.

Physics 182 - Fall 2014 - Experiment #1 1 Experiment #1, Analyze Data using Excel, Calculator and Graphs. 1 Purpose (5 Points, Including Title. Points apply to your lab report.) Before we start measuring

### 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

### 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.

### StatTools Assignment #1, Winter 2007 This assignment has three parts.

StatTools Assignment #1, Winter 2007 This assignment has three parts. Before beginning this assignment, be sure to carefully read the General Instructions document that is located on the StatTools Assignments

### 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.

### Next, your teacher will ask everyone who is infected to raise their hand. How many people were infected?

Some Similarities between the Spread of an Infectious Disease and Population Growth by Jennifer Doherty and Dr. Ingrid Waldron, Department of Biology, University of Pennsylvania, 2007 1 How Does an Infectious

### Excel Lab. Figure 1.1: Adding two numbers together in Excel

Excel Lab This document serves as an introduction to Microsoft Excel. Example 1: Excel is very useful for performing arithmetic operations. Suppose we want to add 2 + 3. We begin by entering the number

### Statistical Analysis Using Gnumeric

Statistical Analysis Using Gnumeric There are many software packages that will analyse data. For casual analysis, a spreadsheet may be an appropriate tool. Popular spreadsheets include Microsoft Excel,

### EXPERIMENT GRAPHING IN EXCEL

EXPERIMENT GRAPHING IN EXCEL Introduction In this lab you will learn how to use Microsoft Excel to plot and analyze data that you obtain while doing experiments. In this lab you learn how to Enter data

### 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

### Concession FTP User Guide May 2011 Version 1.2

Concession FTP User Guide May 2011 Version 1.2 Concessions FTP User guide Page 1 of 41 Contents Objective... 3 FTP User Guide Microsoft Windows XP... 5 Anatomy of the Files... 9 Working on your Files....

### VBSim. Symantec Computer Virus/Worm Simulation System. Version 1.2. Copyright 1999, Symantec Corporation

Symantec Computer Virus/Worm Simulation System Version 1.2 Copyright 1999, Symantec Corporation Contents About VBSim... 3 Simulating the spread of malware... 3 Understanding the VBSim interface... 4 Demonstrating

### 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

### Assignment objectives:

Assignment objectives: Regression Pivot table Exercise #1- Simple Linear Regression Often the relationship between two variables, Y and X, can be adequately represented by a simple linear equation of the

### Tutorial on Using Excel Solver to Analyze Spin-Lattice Relaxation Time Data

Tutorial on Using Excel Solver to Analyze Spin-Lattice Relaxation Time Data In the measurement of the Spin-Lattice Relaxation time T 1, a 180 o pulse is followed after a delay time of t with a 90 o pulse,

### Using Excel to Graph a Linear Equation

Using Excel to Graph a Linear Equation Level: LBS 5 Goal: To become familiar with Microsoft Excel and the Chart Wizard in order to create graphs of linear equations on the computer. Learning Outcomes:

### In this article, learn how to create and manipulate masks through both the worksheet and graph window.

Masking Data In this article, learn how to create and manipulate masks through both the worksheet and graph window. The article is split up into four main sections: The Mask toolbar The Mask Toolbar Buttons

### Related KidsHealth Links. Discussion Questions

PreK to Grade 2 Human Body Series KidsHealth.org/classroom Teacher s Guide This guide includes: Standards Related Links Discussion Questions Activities for Students Reproducible Materials Standards This

### Basic Pivot Tables. To begin your pivot table, choose Data, Pivot Table and Pivot Chart Report. 1 of 18

Basic Pivot Tables Pivot tables summarize data in a quick and easy way. In your job, you could use pivot tables to summarize actual expenses by fund type by object or total amounts. Make sure you do not

### Project Statistics Dashboard Users Guide

Project Statistics Dashboard Users Guide Page 1 of 5 Project Statistics Dashboard Analyzing Projects The Project Statistics Dashboard provides an interactive view of projects at various stages of development.

### Meet Freddie. Freddie likes to play soccer.

Meet Freddie. Freddie likes to play soccer. One day on the school bus, Freddie felt sick. He used his arm to cover a BIG cough. Cough! At school, Freddie felt worse. He was hot and then cold. He had chills.

### Importing Email addresses from DiamondCounter into Mozilla Thunderbird

Importing Email addresses from DiamondCounter into Mozilla Thunderbird This guide will walk you through how to export your customer email list from DiamondCounter and import it into Mozilla Thunderbird

### WEB ATTACKS AND COUNTERMEASURES

WEB ATTACKS AND COUNTERMEASURES February 2008 The Government of the Hong Kong Special Administrative Region The contents of this document remain the property of, and may not be reproduced in whole or in

### Step-by-Step Guide to Securing Windows XP Professional with Service Pack 2 in Small and Medium Businesses

Step-by-Step Guide to Securing Windows XP Professional with Service Pack 2 in Small and Medium Businesses 2004 Microsoft Corporation. All rights reserved. This document is for informational purposes only.

### USING THE UPSTREAM-CONNECT WEBSITE

USING THE UPSTREAM-CONNECT WEBSITE The UpstreamConnect website is your primary means for viewing imaging device data and reports. This manual covers all aspects of using the UpstreamConnect website. HELPDESK

### Switching from PC SAS to SAS Enterprise Guide Zhengxin (Cindy) Yang, inventiv Health Clinical, Princeton, NJ

PharmaSUG 2014 PO10 Switching from PC SAS to SAS Enterprise Guide Zhengxin (Cindy) Yang, inventiv Health Clinical, Princeton, NJ ABSTRACT As more and more organizations adapt to the SAS Enterprise Guide,

### What is the pattern? How is it changing? How can you describe it? How does it grow (or get smaller)? How can we organize the data?

How a pattern grows is a major focus of this course. Understanding how something changes can help you make decisions and predict the future. For example, when the local health department needs to respond

### DYNAMIC PROJECT MANAGEMENT WITH COST AND SCHEDULE RISK

DYNAMIC PROJECT MANAGEMENT WITH COST AND SCHEDULE RISK In the world of project management, there are essentially two major sources of risks: schedule risk and cost risk. In other words, will the project

### HOW TO COLLECT AND USE DATA IN EXCEL. Brendon Riggs Texas Juvenile Probation Commission Data Coordinators Conference 2008

HOW TO COLLECT AND USE DATA IN EXCEL Brendon Riggs Texas Juvenile Probation Commission Data Coordinators Conference 2008 Goals To be able to gather and organize information in Excel To be able to perform

### Coding & Data Skills for Communicators Dr. Cindy Royal Texas State University - San Marcos School of Journalism and Mass Communication

Coding & Data Skills for Communicators Dr. Cindy Royal Texas State University - San Marcos School of Journalism and Mass Communication Spreadsheet Basics Excel is a powerful productivity tool. It s a spreadsheet

### Contents. McAfee Internet Security 3

User Guide i Contents McAfee Internet Security 3 McAfee SecurityCenter... 5 SecurityCenter features... 6 Using SecurityCenter... 7 Fixing or ignoring protection problems... 16 Working with alerts... 21

### RA MODEL VISUALIZATION WITH MICROSOFT EXCEL 2013 AND GEPHI

RA MODEL VISUALIZATION WITH MICROSOFT EXCEL 2013 AND GEPHI Prepared for Prof. Martin Zwick December 9, 2014 by Teresa D. Schmidt (tds@pdx.edu) 1. DOWNLOADING AND INSTALLING USER DEFINED SPLIT FUNCTION

### Objectives. Materials

. Objectives Activity 12 To model the process of cooling To use a cooling curve to simulate a forensic scenario to predict the time of death To use technology to find an exponential plot Materials TI-83

### mean, median, mode, variance, standard deviation, skewness, and kurtosis.

Quantitative Methods Assignment 2 Part I. Descriptive Statistics 1. EXCEL Download the Alabama homicide data to use in this short lab and save it to your flashdrive or to the desktop. Pick one of the variables

### BID2WIN Workshop. Advanced Report Writing

BID2WIN Workshop Advanced Report Writing Please Note: Please feel free to take this workbook home with you! Electronic copies of all lab documentation are available for download at http://www.bid2win.com/userconf/2011/labs/

### Microsoft Excel 2010

Microsoft Excel 2010 An Introduction to MS Excel 2010 STM Training Program Center for Teaching and Learning Prepared by: Niranjan Khadka (Instructional Design Assistant) 1 MS Excel 2010 Formulas and Formatting

### Stellar Phoenix. SQL Database Repair 6.0. Installation Guide

Stellar Phoenix SQL Database Repair 6.0 Installation Guide Overview Stellar Phoenix SQL Database Repair software is an easy to use application designed to repair corrupt or damaged Microsoft SQL Server

### Epidemiology and zombies

Epidemiology and zombies The end is coming! You have just been recruited to be a secret agent in the most important and secretive Government agency there is: the Department of Zombies (DZ). As an agent

### INFLUENZA (FLU) Flu and You

Influenza (Flu) What is the flu? The flu is an illness caused by flu viruses. The flu may make people cough and have a sore throat and fever. They may also have a runny or stuffy nose, feel tired, have

### DEPARTMENT OF EDUCATION. Online Application General Information

DEPARTMENT OF EDUCATION CHILD NUTRITION PROGRAM Online Application General Information Contents Revision History... 2 Revision History Chart... 2 Welcome to the Child Nutrition Programs Website... 3 What

### Anti Virus Software: Norton, McAfee, Trend Micro, or Hauri?

Anti Virus Software: Norton, McAfee, Trend Micro, or Hauri? By: Relevant Technologies Executive Summary During the last several years, viruses have become increasingly more sophisticated. At the same time,

### PC Security and Maintenance

PC Security and Maintenance by IMRAN GHANI PC Maintenance and Security-Forecast. Major sources of danger. Important steps to protect your PC. PC Security Tools. PC Maintenance Tools. Tips. PC Security-

### PREPARING FOR A PANDEMIC. Lessons from the Past Plans for the Present and Future

PREPARING FOR A PANDEMIC Lessons from the Past Plans for the Present and Future Pandemics Are Inevitable TM And their impact can be devastating 1918 Spanish Flu 20-100 million deaths worldwide 600,000

### 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