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Psy 202 Data Analysis Project

Data Guide

Variable Name: Gender
Question Text: Which of the following best describes your identity?
Response Type: 1 = Man, 2 = Woman, 3 = Nonbinary/Genderqueer, 4 = None of the Above

Variable Name: Age
Question Text: Age (in whole years only)
Response Type: Numerical values may vary

Variable Name: SocStat
Question Text: Think of this ladder as representing where people stand in Canada. At the top of the ladder are the people who are the best off – those who have the most money, the most education and the most respected jobs. At the bottom are the people who are the worst off – who have the least money, least education, and the least respected jobs or no job. The higher up you are on this ladder, the closer you are to the people at the very top: the lower you are, the closer you are to the people at the very bottom. Where would you place yourself on this ladder? Please choose on the ladder where you think you stand at this time in your life, relative to other people in the Canada.
Response Type: 1-10 (1 = lowest rung on ladder, 10 = highest rung on ladder)

Variable Name: Height
Question Text: Height (in inches)
Response Type: Numerical values may vary

Variable Name: Shoe
Question Text: Shoe size (in US/Canada units)
Response Type: Numerical values may vary

Variable Name: BirthMonth
Question Text: During what month were you born?
Response Type: 1 = January, 2 = February, 3 = March, 4 = April, 5 = May, 6 = June, 7 = July, 8 = August, 9 = September, 10 = October, 11 = November, 12 = December

Variable Name: Siblings
Question Text: Number of siblings you have (include all step and half-siblings)
Response Type: Numerical values may vary

Variable Name: Power
Question Text: Flight versus invisibility. This question is only for you. Whichever you pick, you’ll be the only person in the world to have that particular superpower. You can’t have both. Which do you choose? 
Response Type: 1 = Flight, 2 = Invisibility

Variable Name: SocMedia
Question Text: How many social media platforms do you use regularly?
Response Type: 1 = None, 2 = 1-2, 3 = 3-4, 4 = 5 or more

Variable Name: FB
Question Text: How many friends do you have on Facebook? Skip if you do not have a Facebook account.
Response Type: Numerical values will vary

Variable Name: Insta
Question Text: How many followers do you have on Instagram? Skip if you do not have an Instagram account.
Response Type: Numerical values will vary

Variable Name: Caffeine
Question Text: How many caffeinated beverages do you consume on a typical school day?
Response Type: Numerical values may vary

Variable Name: Exercise
Question Text: How many hours in a typical week do you spend exercising? Round to the nearest 10ths place.
Response Type: Numerical values may vary

Variable Name: AnimalPref
Question Text: If you HAD to choose, would you consider yourself a cat-person or a dog-person?
Response Type: 1 = Cat person, 2 = Dog person

Variable Name: Faction
Question Text: In the YA series Divergent, everyone is placed in a faction based on placement test results when they turn 16. Which faction would you be in?
Response Type: 1 = Dauntless, 2 = Amity, 3 = Erudite, 4 = Abegnation, 5 = Candor

Variable Name: Attract
Question Text: How physical attractive do you think you are?
Response Type: 1-10 (1 = Not at all attractive, 10 = I’m a super model)

Variable Name: Burrito_Self
Question Text: How willing would you be to go to all your classes for a week dressed like a burrito for $100?
Response Type: 1-10 (1 = Not at all Likely, 10 = Extremely likely)

Variable Name: Burrito_Other
Question Text: How willing do you think the average Psy 202 student would be to go to all their classes for a week dressed like a burrito for $100?
Response Type: 1-10 (1 = Not at all Likely, 10 = Extremely likely)

Variable Name: HelpCondition
Question Text: EXPERIMENTAL MANIPULATION. Half of the participants were randomly assigned to read Situation 1, half read Situation 2.

Situation 1
: Please take a moment to imagine that you’re sitting in class and the guy sitting next to you mentions that he missed class last week because he had a terrible case of the flu. He then asks if he can borrow your lecture notes for the week.

Situation 2:
Please take a moment to imagine that you’re sitting in class and the guy sitting next to you mentions that he skipped class last week to go hiking. He then asks if he can borrow your lecture notes for the week.

Response Type: 1 = Low responsibility (flu), 2 = High responsibility (hiking)

Variable Name: HWHELP
Question Text: How likely are you to lend him your notes?
Response Type: 1-7 (1 = Not at all likely, 7 = Extremely likely)

Variable Name: SurveyLength
Question: Amount of time spent taking survey in seconds
Response Type: Numerical values may vary

———————————you will create these composite variables below ————————————

Variable Name: SWBTot
Scale: Subjective well-being. A self-report measure of how well you think your life is going. Scores represent agreement with statements. Higher values indicate more well-being.
Response Type: 1-7 (1 = Strongly disagree, 7 = Strongly agree)

Variable Name: BIG5_N
Scale: Neuroticism. A self-report measure of negative emotionality. Scores represent agreement with statements. Higher values indicate higher neuroticism.
Response Type: 1-5 (1 = Strongly disagree, 5 = Strongly agree)

Variable Name: BIG5_E
Scale: Extraversion. A self-report measure of outgoingness and energy. Scores represent agreement with statements. Higher values indicate higher extraversion.
Response Type: 1-5 (1 = Strongly disagree, 5 = Strongly agree)

Variable Name: BIG5_O
Scale: Openness. A self-report measure of openness to new experiences. Scores represent agreement with statements. Higher values indicate higher openness.
Response Type: 1-5 (1 = Strongly disagree, 5 = Strongly agree)

Variable Name: BIG5_A
Scale: Agreeableness. A self-report measure of friendliness and cooperation. Scores represent agreement with statements. Higher values indicate higher agreeableness.
Response Type: 1-5 (1 = Strongly disagree, 5 = Strongly agree)

Variable Name: BIG5_C
Scale: Conscientiousness. A self-report measure of focus and organization. Scores represent agreement with statements. Higher values indicate higher conscientiousness.
Response Type: 1-5 (1 = Strongly disagree, 5 = Strongly agree)

Variable Name: NFCTot
Scale: Need for cognition. A self-report measure of how much a person engages in, and enjoys, thinking. Scores represent how characteristic a statement is of the participant. Higher values indicate a higher need for cognition.
Response Type: 1-5 (1 = Not at all characteristic, 5 = Extremely characteristic)

Variable Name: POSPre
Scale: Positive emotions, BEFORE doing mindfulness exercise. A self-report measure of extent of positive emotions experienced. Scores represent “amount you are feeling this now” averaged across multiple positive emotions. Higher values indicate more positive emotion.
Response Type: 1-5 (1 = None at all, 5 = A Great Deal)

Variable Name: POSPost
Scale: Positive emotions, AFTER doing mindfulness exercise. A self-report measure of extent of positive emotions experienced. Scores represent “amount you are feeling this now” averaged across multiple positive emotions. Higher values indicate more positive emotion.
Response Type: 1-5 (1 = None at all, 5 = A Great Deal)

Variable Name: NEGPre
Scale: Negative emotions, BEFORE doing mindfulness exercise. A self-report measure of extent of negative emotions experienced. Scores represent “amount you are feeling this now” averaged across multiple negative emotions. Higher values indicate more negative emotion.
Response Type: 1-5 (1 = None at all, 5 = A Great Deal)

Variable Name: NEGPost
Scale: Negative emotions, AFTER doing mindfulness exercise. A self-report measure of extent of negative emotions experienced. Scores represent “amount you are feeling this now” averaged across multiple negative emotions. Higher values indicate more negative emotion.
Response Type: 1-5 (1 = None at all, 5 = A Great Deal)

—————————————————————————————————————————–

PSY 202 DATA ANALYSIS PROJECT
ASSIGNMENT DETAILS

20% OF FINAL GRADE

What and Why?
The goal of this assignment is to provide you the opportunity to apply your statistics toolbox to a real dataset.
This assignment also will give you experience with using statistical software to prepare and analyze data and
interpret output.

For this project, you will complete a class survey; prepare and analyze your data; formally report the results in
APA style; and respond to a few brief essay questions regarding the project. Please note, you will need to make
changes to the original data set in order to complete this assignment.

To complete the assignment, you will need the following files, in addition to the questions below (all of which
can be found on Quercus):
Data Set (in csv format)
Data Guide

Questionnaire Info
Survey Export (so you can see what it looked like online)

Notes on Analyses
Although in the ‘real world’ you might make choices about removing outliers or not doing an analysis because
the assumption of homogeneity or normality is violated, please do not remove anyone from the data file and
report all analyses even if assumptions are violated.

You may need/want to do a test that was not explicitly part of the tutorial agendas. You have lots of resources at
your disposal to figure out the best ways to do this test – all of the YouTube channels and the open textbook, as
well as Google! Part of the goal of the tutorials was not to just walk you through the only tests you could
possible use, but also to gain comfort and familiarity with solving a problem you may not know the answer to.
You can do it!

Basic Submission Details
All answers should be typed into a Word document and uploaded to Quercus by the due date (specified on the
syllabus) in one of the following formats: .doc, .docx, .pdf. No other file formats will be accepted. It is your
responsibility to make sure that your assignment has been uploaded and submitted correctly.

Please take care to format your assignment (including typed responses, pasted figures and images, and pasted
output) in an organized, easy-to-read manner.

Please do NOT submit analysis output unless specifically requested.

For explanations and discussion questions, complete sentences are expected unless otherwise specified.

Honour Statement: Academic integrity is fundamental to learning and scholarship at the University of Toronto
and beyond. Participating honestly, respectfully, responsibly, and fairly in this academic community ensures that
the U of T degree that you earn will be valued as a true indication of your individual academic achievement, and
will continue to receive the respect and recognition it deserves.

This is an individual project. The work you submit is expected to be your own, and the submission will be run
through TurnItIn. You may not work with any classmates to complete this assignment. Discussing or completing
this project with the help of a classmate, peer, other professor, or paid service is academic dishonesty and will be
treated according to UofT policy.

The University of Toronto treats cases of academic misconduct very seriously. All suspected cases of academic
dishonesty will be investigated following the procedures outlined in the Code. The consequences for academic
misconduct can be severe, including a failure in the course and a notation on your transcript.

PSY 202 DATA ANALYSIS PROJECT

Part 0: Preparing Your Data
1. Before you begin working with your data, you should set up your file with descriptions and value labels

to make interpreting output and figures more straightforward.

2. Before you begin your data analysis, you need to examine your data file. Are there any features of the
variables or data that you need to adjust in order to be able to analyze your data? If so, briefly state what
changes were necessary and how you made them. (4 pts)

3. In your dataset, there are items from 4 unique questionnaires. Using the information from the
Questionnaire Info document, compute all relevant scales/subscales for these measures. In addition, do a
reliability analysis for each scale/subscale and indicate the quality of internal consistency for each;
explain what this means for this measure, in words. Finally, compute and record the mean and standard
deviation for each scale/subscale using the Descriptives function. (8 pts each)

a. Subjective Well-Being
b. Big 5 Personality Inventory
c. Need for Cognition
d. PANAS (Positive and Negative Affect) – Before Mindfulness Exercise
e. PANAS – After Mindfulness Exercise

Part 1: Getting to Know Your Data

4. For each of the following variables, compute and record (when appropriate): minimum, maximum,
mean, median, mode, and standard deviation. Which measure of central tendency is most appropriate for
each variable? Why? (4 pts each)

a. Age
b. SocMedia
c. Caffeine
d. Exercise
e. Faction
f. SurveyLength

5. Which, if any, of the variables in number 3 have outliers? How do you know? Describe in words what
this means for the variable. (4 pts)

Part 2: Planning for Analysis (3 pts each)

6. For each of the following tests, (a) choose the specific variables that can be analyzed using this test, (b)
identify which is the predictor and which is the outcome (if relevant), (c) and describe in words the
research question you propose to test. There are many correct answers!

Example (you may not use this in your assignment):
Independent samples t-test

(a) Animalpref and Attract
(b) Animalpref is predictor, Attract is outcome.
(c) Do cat people or dog people consider themselves more attractive?

a. Independent sample t-test
b. Dependent sample t-test
c. One-way ANOVA
d. Two-way between-subjects ANOVA
e. Correlation
f. Simple Linear Regression
g. Chi-Square Test of Goodness of Fit
h. Chi-Square Test of Independence

Part 3: Analyzing and Reporting I (15 pts each)

7. Looking back at part 2, choose 4 of your proposed analyses to do: (1) one type of t-test; (2) one type of
ANOVA; (3) either correlation or simple linear regression; and (4) one type of chi-square analysis (4
total analyses).

a. For each analysis, paste the output into the document, and report your results in APA format.
Your report should include both the APA-style statistical tag as well as a description of the
findings in plain language. Include measures of effect size for all analyses.

b. In addition, for each analysis, create one data visualization that clearly displays your results.
Paste the figure into the document, and explain in words what exactly this figure communicates.

c. Finally, using http://powerandsamplesize.com/Calculators/, G*Power, or another resource of
your choice, calculate the power for each analysis. Take a screenshot of your power calculation
(so we can see the values you used) and paste it into the doc. Is this sufficient power? If not,
how many participants would you need for a fully-powered analysis?

d. Note: the test does not have to be significant; you will get credit for reporting the result
accurately, significant or not.

Part 4: Analyzing and Reporting II (8 pts each)

8. For each of the following research questions, (a) identify the variables and specific hypothesis test
necessary to address it. (b) Run this test, and for each one, paste the output into the document and report
your results in APA format (including measures of effect size).

a. Is the effect of the level of perceived responsibility on the willingness to help a classmate
moderated by whether someone is a cat person or dog person?

b. Does the effect of a mindfulness exercise on negative emotions depend on whether you are born
in Winter (Dec-Feb), Spring (Mar-May), Summer (Jun-Aug), or Fall (Sep-Nov)?

c. Is the number of Facebook friends someone has more strongly related to subjective social status
or how attractive they think they are?

Part 5: Reflection (20 pts)

9. Looking back over the semester (lecture, tutorials, assignments), reflect briefly on your experience
completing this project. Importantly, please focus on your personal experiences, behaviours, goals,
practices, strategies, etc. – this is not an opportunity to review the instructor or the course (those come
soon, I promise!). This reflection should be around 400-600 words.

In addition to a selection of the questions listed below, everyone should directly address the following:
what did you learn that will help you in the future? This may be a specific skill, a way of thinking, a
strategy for managing work, etc., and it may be relevant to future university courses, graduate school,
work, or your personal life.

Some other questions to consider might include (but are not limited to): Now that it’s over, what are
your thoughts about this overall project? What are some interesting discoveries you made while working
on this project, about yourself/the problem/the field? What were some of the most challenging moments,
and how did you deal with them? What were some of the most powerful learning moments, and what
made them so? What got in the way of your progress, if anything? What would you do differently, if
you were to approach the same problem again? What were your greatest strengths? Your biggest areas
for improvement? How will you use what you’ve learned in the future? If you plan on continuing to
work with data, what in particular do you need to work on or continue to do in order to succeed?

http://powerandsamplesize.com/Calculators/

Gender Age SocStat Height Shoe BirthMonth Siblings Power SocMedia FB Insta Twitter Caffeine Exercise Pet Faction Attract Burrito_Self Burrito_Other SWB_1 SWB_2 SWB_3 SWB_4 SWB_5 BIG5_1 BIG5_2 BIG5_3 BIG5_4 BIG5_5 BIG5_6 BIG5_7 BIG5_8 BIG5_9 BIG5_10 BIG5_11 BIG5_12 BIG5_13 BIG5_14 BIG5_15 NeedCog_1 NeedCog_2 NeedCog_3 NeedCog_4 NeedCog_5 NeedCog_6 NeedCog_7 NeedCog_8 NeedCog_9 NeedCog_10 PANAS_1_Before PANAS_2_Before PANAS_3_Before PANAS_4_Before PANAS_5_Before PANAS_6_Before PANAS_7_Before PANAS_8_Before PANAS_9_Before PANAS_10_Before HelpCOND HWHelp PANAS_1_After PANAS_2_After PANAS_3_After PANAS_4_After PANAS_5_After PANAS_6_After PANAS_7_After PANAS_8_After PANAS_9_After PANAS_10_After SurveyLength

3 19 6 64 7.5 12 1 2 2 0 0 2 0.5 2 4 3 6 5 3 3 2 2 1 2 3 2 5 4 4 4 5 3 2 4 2 4 3 4 4 4 3 1 4 4 3 5 4 5 2 1 4 1 3 3 4 3 1 2 2 1 1 1 3 1 5 2 4 3 1 2 1057

2 19 6 67.7 9.5 10 3 1 2 146 12 0 3 1 5 2 3 4 5 6 4 6 4 4 1 5 5 5 2 2 1 1 3 5 5 4 5 4 5 5 2 4 5 5 5 4 4 1 1 2 1 3 1 5 5 1 1 2 1 1 1 1 1 3 1 5 3 1 1 33291

2 19 6 62 6 4 1 1 3 213 291 0 3 1 2 7 8 8 5 5 5 5 5 5 5 2 5 5 3 2 5 4 1 3 4 4 1 2 2 4 2 1 4 4 2 5 4 5 4 1 1 2 1 5 5 5 5 1 2 1 2 2 1 1 4 4 5 2 5 3 788

2 20 8 63 7.5 5 1 3 644 548 30 0 4 2 3 8 10 7 5 5 7 5 3 4 5 1 5 3 4 1 2 4 4 5 5 5 2 2 2 4 4 2 1 2 2 4 4 4 1 1 3 2 2 4 4 3 3 1 2 1 1 1 2 1 2 3 3 2 2 1 697

2 20 7 64.2 7.5 1 1 1 2 261 0 2 1 4 8 8 8 6 5 3 2 1 5 5 3 4 5 2 1 5 5 1 4 5 5 1 5 1 1 1 5 4 4 1 4 5 4 4 3 4 2 2 5 5 1 4 2 2 1 4 1 3 1 1 4 4 1 1 1 876

2 21 5 61 7 10 0 2 3 1041 629 0 1 5 2 4 4 7 6 6 7 6 5 7 4 5 4 5 4 5 4 4 3 2 4 5 4 4 4 4 4 4 5 4 4 4 2 2 4 2 2 4 1 5 3 4 4 2 4 2 1 1 1 2 1 5 2 4 4 1 4 425

1 20 6 69 8 7 2 2 2 0 14 0 0 3 2 4 2 2 2 4 2 3 5 2 4 5 1 2 3 3 4 2 3 2 3 4 3 4 2 2 4 4 4 4 2 2 2 4 2 1 1 1 4 1 3 3 1 3 2 2 2 1 1 1 3 1 2 2 1 2 761

2 19 7 64 7 12 1 2 3 500 1100 2 3 2 5 4 2 4 5 3 3 5 2 3 5 1 5 3 3 2 4 4 2 3 3 4 2 3 3 4 4 2 3 4 4 4 4 2 1 1 3 1 3 2 3 3 1 1 2 2 1 1 1 1 2 1 1 2 1 1 507

2 20 5 67 7.5 11 1 2 3 193 297 1 2 1 5 4 7 5 5 5 4 4 2 4 4 2 5 5 3 2 3 4 2 4 4 4 3 3 4 4 4 3 4 4 4 4 3 3 1 1 1 1 2 3 2 3 4 2 2 2 1 1 1 1 3 2 3 3 3 2 799

2 19 6 68 11 5 2 1 2 80 207 1 3.3 2 3 7 5 5 5 6 5 5 5 4 4 1 5 5 2 1 4 2 2 2 4 2 1 5 4 4 2 4 5 5 4 5 3 5 1 1 2 1 2 3 4 4 2 1 2 2 1 1 1 1 2 1 2 2 1 1 1190

2 19 5 67 8.5 3 1 2 2 172 172 0 0 2 4 4 1 5 2 4 3 5 3 5 4 3 5 4 1 3 4 3 3 2 4 3 3 3 3 2 4 4 3 3 2 3 4 4 1 1 1 1 2 2 2 3 2 1 2 2 1 1 1 1 3 1 3 4 1 1 1734

2 19 5 60 6 2 4 1 3 120 796 0 3 2 4 6 8 6 3 2 2 2 2 3 4 1 5 4 4 2 4 4 2 3 4 4 1 4 2 2 3 2 4 3 3 4 2 4 2 1 2 3 2 3 2 2 4 2 2 2 1 1 4 2 3 2 3 3 2 1 1145

2 18 6 62 8 7 1 1 3 221 331 265 0 1 2 4 4 3 4 5 5 5 5 5 4 5 4 5 5 2 2 5 5 1 1 4 2 1 2 1 1 1 2 1 2 1 4 4 4 1 1 2 1 1 3 1 3 1 1 2 2 1 1 3 1 1 1 1 3 1 2 1051

1 21 6 64 5.5 12 2 2 3 0 2 0 1 1 5 1 3 3 2 2 3 6 5 5 1 5 5 1 4 4 5 1 1 5 5 4 5 5 4 4 2 4 5 5 5 5 4 2 1 1 1 2 2 3 3 1 2 2 2 2 1 1 1 1 1 2 3 1 1 660

2 19 7 66 7.5 7 0 1 2 114 305 1 5 2 3 8 4 4 5 6 6 4 3 3 5 2 2 4 5 3 4 1 3 4 3 5 4 5 2 4 2 2 5 4 2 3 4 4 1 1 2 1 2 3 2 3 3 3 2 3 1 1 3 1 2 2 2 3 2 2 958

1 21 5 73.23 inches 8.5 8 0 2 3 4 30 4 0 6 2 4 4 2 3 5 3 5 6 2 4 4 2 2 3 2 3 2 2 3 3 3 4 4 3 4 4 4 4 3 4 4 3 4 2 1 1 1 1 1 1 2 4 1 2 2 3 1 1 1 1 2 1 2 4 1 3 735

2 20 7 67 7 6 0 2 4 52 63 2 3 2 2 8 3 6 5 6 6 4 3 4 4 3 2 5 2 1 4 3 4 3 4 5 2 4 2 2 3 4 4 3 2 2 3 1 1 1 3 1 4 2 5 3 1 3 2 3 1 1 1 1 3 1 4 3 1 3 2677

2 23 4 65 7 5 1 1 2 32 1.5 1 3 4 8 5 4 6 5 5 1 2 5 4 5 5 3 4 5 5 1 3 2 4 1 4 5 5 5 1 5 5 4 5 5 5 1 1 1 1 1 1 2 2 1 1 2 3 1 1 1 1 1 1 1 1 1 1 1097

2 20 3 69 9 3 0 1 3 1085 1850 0 7 1 3 5 7 5 2 3 7 6 7 1 4 2 2 1 5 5 5 1 1 5 2 4 4 4 3 4 4 2 4 2 4 2 5 2 1 1 2 2 3 1 3 3 1 2 2 3 1 1 2 1 3 1 3 3 1 3 506

2 22 5 66 9 6 1 1 2 400 784 151 0 2 1 4 7 10 5 5 1 3 1 1 5 5 5 5 5 3 2 5 4 2 3 5 4 2 4 3 4 1 4 3 4 1 2 3 5 3 1 2 1 1 5 3 4 2 1 2 3 2 1 2 1 1 4 2 2 1 1 890

2 19 4 62 8.5 3 2 1 3 327 320 0 1 2 4 2 1 6 2 1 1 2 2 5 4 3 5 4 1 2 5 5 4 1 4 4 2 2 2 1 3 4 4 4 2 4 3 1 2 1 1 4 1 2 3 1 2 3 3 1 1 2 1 4 1 1 3 1 1818

2 20 7 64.17 7.5 1 1 1 4 60 200 50 1 10 2 4 8 6 2 5 6 6 6 4 4 4 2 4 3 3 2 4 4 1 3 5 4 2 4 3 3 4 3 4 4 3 3 2 3 1 2 2 1 1 1 1 1 1 1 2 3 2 2 1 1 1 1 1 1 1 1 1290

2 22 7 63 7 6 1 2 2 169 133 0 2.5 2 3 5 3 8 6 6 6 6 6 4 5 3 5 5 2 2 4 5 2 2 3 2 1 4 3 2 2 2 2 4 2 2 4 4 2 1 3 3 3 3 3 2 4 2 2 3 1 1 2 2 3 3 3 3 1 2 25001

2 19 7 66 8 2 2 2 2 300 800 1 3 2 2 7 6 5 5 5 4 4 3 3 4 4 5 4 3 2 2 5 3 2 2 3 3 3 2 2 3 3 4 4 2 4 3 4 1 1 2 1 2 3 2 2 2 3 2 3 1 1 1 1 1 2 2 2 1 2 344

2 22 9 67 9 9 1 614 983 286 1 10 2 2 7 1 7 6 6 6 5 2 2 5 2 5 1 3 4 4 3 5 3 2 4 2 2 2 2 2 5 3 2 2 1 2 4 2 1 3 1 1 2 2 2 2 3 2 3 1 1 2 1 3 2 2 2 1 2 1038

2 32 6 64 8.5 11 1 2 1 0 1.5 2 3 7 1 3 5 5 5 7 3 5 4 1 4 4 4 2 5 4 1 2 3 3 3 4 4 4 5 1 5 5 5 5 5 5 1 1 3 1 2 1 3 3 1 2 2 4 1 1 3 1 3 1 3 3 1 3 779

2 22 6 65 9.5 2 2 2 3 354 263 3 5 2 3 6 5 6 2 3 2 3 3 5 3 1 3 4 2 1 4 5 4 2 3 4 2 3 2 2 2 2 3 2 4 3 2 3 1 1 2 1 1 1 2 2 1 1 2 4 1 1 2 1 2 1 2 2 1 1 464

2 19 7 61 6 4 1 3 400 200 1 2 2 4 6 2 2 2 5 2 4 3 3 3 3 3 3 3 3 2 4 2 4 3 248

2 21 7 70 9 7 0 1 4 200 130 10 1 5 1 3 9 1 5 6 7 7 7 5 2 1 4 5 5 3 1 3 1 3 3 4 5 5 5 5 5 1 5 5 5 5 5 5 1 1 2 1 3 2 5 1 1 2 5 1 1 2 1 3 3 5 4 1 1 455

2 19 4 64 7 3 1 2 3 463 1 2 5 6 2 3 5 6 6 6 3 5 5 2 4 4 2 4 4 2 2 2 4 5 2 3 2 2 4 4 2 3 3 2 3 4 1 1 3 1 1 1 2 3 1 1 2 5 1 1 3 1 3 1 2 3 1 1 674

2 22 7 63 6.5 1 1 2 2 369 19 1 4 2 4 5 1 8 3 3 3 5 1 4 4 2 5 5 4 1 2 4 2 2 5 4 4 2 4 4 4 2 4 4 4 5 5 5 1 1 2 1 3 5 5 5 3 2 2 5 1 1 1 1 2 3 2 2 1 2 694

2 19 8 67 9.5 1 1 2 4 30 860 250 1 5 2 2 7 7 7 3 5 5 6 2 4 5 2 3 5 3 2 2 3 1 4 4 5 4 4 3 4 4 2 4 4 3 5 4 4 2 1 3 1 2 2 4 4 3 3 2 5 2 1 3 1 3 2 4 3 3 3 812

2 19 5 69.5 9 6 2 2 3 74 721 1 3 1 2 6 6 7 2 3 2 3 5 5 4 3 5 4 2 2 4 4 1 2 3 4 3 4 3 2 1 5 4 2 3 5 2 4 2 2 3 2 3 4 3 3 2 1 2 5 2 1 2 1 3 2 2 3 1 2 572

2 20 7 54 8.5 1 1 2 4 416 1 1.5 1 3 7 2 3 5 6 6 4 3 5 5 2 4 3 1 3 4 1 4 3 4 4 5 2 2 2 4 4 2 2 2 2 2 2 1 1 1 1 2 1 3 3 1 2 2 5 1 1 1 1 2 1 2 1 1 1 1853

2 31 6 66 7.5 11 1 1 4 400 3 2 1 4 6 9 7 2 2 4 1 1 5 5 4 5 5 4 1 5 4 1 2 4 4 3 4 3 2 4 1 4 5 4 5 3 5 1 1 3 2 2 3 3 2 1 1 2 5 1 1 2 1 2 2 3 2 1 2 874

2 19 6 65 6.5 11 4 2 4 300 160 0 1 1 2 2 8 7 7 6 4 5 2 5 4 4 2 3 5 2 3 3 3 2 3 1 4 2 3 3 3 3 4 3 3 3 4 3 3 2 2 2 1 2 2 2 2 2 2 2 5 2 1 2 1 3 2 1 1 2 1 972

2 20 7 61 8 3 1 2 4 900 1000 1500 2 3 2 2 7 4 6 2 2 2 2 1 2 5 4 5 5 4 4 5 4 2 4 5 5 2 5 2 2 2 4 2 2 2 2 2 4 2 1 3 1 2 1 1 4 2 3 2 5 1 1 2 1 2 1 2 2 1 4 1041

1 22 3 69.7 8.5 9 0 1 3 0 3 2 3 4 3 4 4 5 4 3 2 3 3 3 4 3 2 2 3 3 3 3 2 4 4 3 3 3 3 3 4 4 2 3 3 2 3 3 3 3 3 3 3 3 3 3 2 6 2 2 2 2 3 2 3 3 2 3 1069

2 36 6 69 9 1 4 2 2 140 2 5 2 1 6 4 4 3 3 5 4 3 3 4 3 3 4 3 2 2 2 1 3 4 4 4 3 3 4 4 2 4 5 4 4 4 4 3 1 3 1 3 2 4 4 3 3 2 6 1 1 3 1 4 1 4 3 1 1 2372

2 19 8 66 7 10 2 2 3 390 2 6 1 3 8 1 3 5 5 5 6 3 2 1 4 5 4 4 1 3 1 2 2 2 1 4 5 5 4 1 1 4 4 4 4 5 2 1 2 1 2 2 4 4 1 4 2 6 1 1 2 1 3 2 4 4 1 4 548

2 22 6 63 6.5 9 4 2 3 565 361 2 0 2 1 8 6 6 6 5 6 5 6 2 5 2 5 5 4 4 2 3 2 4 1 2 1 4 3 4 2 3 4 5 2 4 4 4 1 1 4 1 4 2 5 3 1 4 2 6 1 1 2 1 2 1 4 3 1 2 841

1 21 5 68 8.5 9 0 2 2 137 1 1 1 4 6 2 4 6 7 6 5 3 4 4 4 3 1 4 2 3 3 3 3 3 5 4 3 3 4 3 4 4 3 3 3 4 4 2 1 4 2 3 3 5 4 3 4 2 6 2 1 3 2 3 2 4 3 2 3 628

2 20 8 65 7 10 3 1 2 80 2 2 2 4 7 8 8 6 7 5 7 7 4 4 3 5 5 2 2 4 3 1 4 4 4 2 4 3 4 5 3 2 4 4 5 4 4 1 1 2 1 2 2 2 5 2 4 2 6 1 1 1 1 1 1 4 4 1 2 3698

2 19 2 64 7.5 7 1 2 3 280 118 1 4 1 3 5 2 4 5 2 4 1 3 4 4 4 4 5 1 2 5 4 3 2 4 4 3 2 2 4 2 4 2 4 2 2 4 1 1 1 2 3 2 3 3 3 3 2 2 6 1 1 3 2 3 1 3 3 1 2 1995

2 19 6 56 4 5 1 2 2 8 5 1 1 2 3 5 1 2 6 6 6 5 7 3 4 5 5 2 3 3 5 1 3 4 4 4 4 3 2 3 4 2 4 4 5 3 2 1 2 1 3 1 3 1 3 3 1 1 2 6 1 1 3 1 3 1 3 3 1 1 2238

2 19 5 62 7 7 1 2 4 165 625 82 1 1 1 4 8 1 4 5 5 5 4 6 5 5 1 4 3 3 1 2 2 3 3 4 4 3 3 1 3 2 4 3 2 1 4 1 2 2 1 1 1 3 2 3 3 2 3 2 6 1 1 1 1 2 1 3 3 2 1 1818

2 20 5 5.7 inches 6 11 0 3 7 30 80 4 0.5 1 3 4 10 9 3 2 1 5 5 2 4 4 4 1 2 3 4 4 1 2 2 2 4 4 4 4 2 4 2 2 5 4 4 2 1 3 2 1 4 2 4 3 1 2 6 2 2 1 1 3 3 2 2 1 2 26412

2 21 5 66 12 6 2 2 2 397 1 3 4 7 5 3 4 4 3 2 4 5 1 5 5 4 4 3 5 2 4 5 2 3 3 5 5 1 5 4 4 5 4 5 4 1 4 4 2 5 4 4 4 1 2 6 4 1 4 4 1 4 3 4 4 1 18352

2 20 6 64 7.5 or 8 9 1 2 3 969 930 12 0 0.8 2 3 7 10 7 5 6 5 5 6 1 5 4 5 4 5 3 4 2 2 5 4 4 2 4 4 2 1 4 5 2 5 2 5 1 1 3 2 2 4 2 3 1 2 2 6 1 2 2 1 1 2 1 1 1 1 1317

2 22 7 63 6.5 11 0 1 4 138 150 0 0 2 4 6 3 3 6 6 6 6 4 5 5 2 4 5 4 2 4 4 2 2 4 5 5 4 2 3 1 2 3 4 4 2 3 4 1 1 3 1 1 1 2 1 1 1 2 6 1 1 1 1 2 1 2 1 1 1 436

2 20 7 68 10.5 12 0 2 2 158 0 7 1 3 6 3 5 5 7 6 6 5 5 5 1 5 5 3 1 2 2 1 3 4 5 2 4 5 5 5 4 5 5 4 5 5 5 1 1 2 1 2 2 4 4 2 2 2 6 1 1 2 1 3 2 3 3 1 1 1235

2 21 7 65 8 1 1 2 2 290 835 0 2.5 2 3 6 1 3 5 6 6 5 3 4 5 1 4 4 2 2 4 4 3 2 5 5 2 3 3 2 2 4 4 5 3 2 3 5 2 1 2 1 3 1 4 4 1 2 2 6 1 1 1 1 3 1 4 2 1 2 233817

2 19 7 63 7 7 1 2 3 60 570 2 2 2 3 5 1 3 4 5 5 5 6 5 4 3 5 2 2 2 5 3 3 2 5 5 2 2 1 3 4 3 2 2 1 3 3 5 2 1 4 2 2 2 2 4 2 3 2 6 1 1 4 2 3 2 3 3 2 2 171738

2 25 3 64 7.5 6 2 1 3 696 159 1 2.5 1 2 7 10 8 3 3 3 4 2 4 4 2 5 3 2 2 4 4 3 3 3 4 2 3 2 2 3 3 3 4 2 2 3 4 5 2 2 4 2 5 3 3 3 2 2 6 4 2 3 4 2 5 3 3 1 2 476

2 21 8 67 8 2 1 1 3 1100 3 2 2 2 8 8 4 6 7 7 6 6 1 3 1 2 4 5 3 3 2 2 4 3 5 4 4 2 2 2 3 4 3 3 3 3 4 1 3 1 1 4 1 3 3 1 3 2 6 1 4 1 1 4 1 3 3 1 3 703

2 21 4 64 7.5 3 0 1 3 389 366 2 0 0 2 3 8 1 1 5 7 7 2 7 3 4 3 4 5 3 1 1 1 1 4 2 4 3 5 5 5 5 5 5 5 5 5 5 4 1 1 2 1 4 5 4 3 1 2 2 6 1 1 2 3 3 2 4 4 1 2 2504

2 20 66 8.5 2 2 2 3 716 555 2 2 2 5 7 1 3 5 6 5 5 6 2 5 4 5 4 4 1 4 4 3 3 3 4 2 4 2 3 4 4 3 4 2 2 4 3 2 1 1 2 1 3 3 3 1 2 2 6 341627

1 19 7 74 12 7 0 2 0 2 3 5 2 5 5 6 5 3 4 5 4 2 5 5 2 2 4 4 3 2 3 5 4 4 3 3 2 2 4 4 2 4 3 2 2 1 3 1 3 2 3 3 4 2 2 6 2 1 2 1 3 2 3 2 2 3 814

2 21 7 66 7.5 2 1 2 3 793 708 1 6 2 4 5 8 5 6 5 5 6 6 2 5 1 5 5 4 2 3 4 2 2 1 5 3 4 4 4 2 1 4 4 3 4 4 2 1 1 2 1 2 4 3 2 3 2 2 6 1 1 2 1 1 2 1 2 1 1 1342

2 32 5 67 10 12 2 1 1 4 5 2 3 5 2 5 5 5 5 5 2 5 5 4 3 4 3 2 4 3 2 2 3 3 3 3 2 2 2 4 4 3 3 3 4 2 1 2 1 2 1 4 2 1 2 2 6 2 1 3 1 3 1 4 3 1 2 730

3 10 64 7.5 9 1 2 2 131 688 6 2 1 4 10 7 10 7 7 7 7 5 4 4 5 5 5 4 5 5 5 4 3 2 3 2 1 2 4 2 4 2 2 1 2 4 2 1 1 2 1 1 2 3 3 1 1 2 7 1 1 2 1 3 2 2 2 1 1 538

1 23 6 75 13 1 5 2 2 223 1 2.5 1 2 8 3 4 6 7 3 6 4 4 4 1 5 2 2 2 3 4 1 1 4 4 5 3 3 2 1 4 4 3 1 4 2 2 1 1 3 2 3 4 4 1 2 2 2 7 1 1 2 1 4 3 4 2 1 2 1973

1 25 2 72 11 7 2 2 2 70 1 4.7 1 1 8 2 4 3 4 5 2 3 3 3 1 1 4 5 4 1 1 1 3 3 4 5 4 1 4 4 5 3 2 1 4 2 1 1 1 4 1 3 1 5 5 1 5 2 7 1 1 3 1 4 1 5 5 1 5 800

2 20 4 65 8 10 0 2 3 320 220 15 0 4 2 3 3 1 5 4 3 3 4 5 4 5 1 5 3 3 2 2 4 1 4 3 5 3 4 5 5 5 1 5 5 5 5 5 5 4 1 4 2 4 4 4 3 5 3 2 7 4 1 4 2 4 2 4 3 2 3 340

2 21 5 68 7 11 0 2 3 418 508 93 0 2 2 5 6 3 5 5 5 4 6 2 3 5 4 5 5 2 3 5 3 2 4 4 5 4 2 2 4 1 4 5 4 3 2 2 5 1 2 1 1 4 3 4 3 1 2 2 7 1 1 2 1 4 2 4 4 1 2 1747

2 19 7 62 8 3 1 1 3 1103 737 117 1 4 2 1 6 3 7 3 7 6 7 6 3 4 2 3 5 5 2 5 4 4 1 3 5 3 4 3 4 2 4 2 3 2 4 3 4 2 1 3 1 1 2 1 1 1 1 2 7 1 1 1 1 1 1 1 2 1 1 1012

2 19 7 64 6 4 2 2 3 276 242 0 4 2 5 3 2 4 5 5 5 5 2 5 4 4 5 5 1 3 2 4 2 2 4 4 2 3 4 4 4 2 4 3 3 4 4 4 1 1 1 1 2 2 2 3 1 3 2 7 1 1 1 1 2 1 2 2 1 2 609

2 21 8 61 6.5 7 2 2 3 648 800 0 3.5 2 4 8 2 5 5 5 6 4 7 4 5 4 4 4 5 1 4 2 2 4 4 2 5 2 4 2 2 4 2 2 2 5 2 2 1 1 3 1 1 2 3 4 1 5 2 7 1 1 2 1 3 1 4 4 1 3 3325

2 19 6 60 8.5 5 1 2 2 738 190 1 0 2 5 5 7 8 5 5 4 5 3 4 4 2 5 5 3 1 5 3 2 4 4 4 4 4 4 4 4 2 4 3 3 4 2 4 2 1 3 1 2 1 2 3 1 2 1 7 1 1 3 1 3 1 2 3 1 3 966

2 19 7 60 6.5 9 2 1 3 288 265 0 2 2 3 6 5 6 5 5 5 5 3 5 5 2 5 2 2 4 4 3 4 2 2 4 2 2 2 2 2 3 4 2 2 2 2 3 2 1 2 2 1 3 2 1 2 1 1 3 1 1 1 1 2 2 2 2 2 1 1096

3 19 8 66 7.5 5 1 2 3 229 265 81 0 1 2 2 6 8 7 5 5 5 4 4 2 4 1 3 5 4 2 2 3 2 3 4 4 4 4 4 4 4 2 4 3 3 3 4 4 2 1 3 1 3 2 4 3 2 2 1 5 1 1 2 1 3 2 3 2 2 2 873

1 19 7 65 8 8 1 2 2 289 258 5 0 2 1 3 7 3 4 6 6 6 6 4 3 4 1 2 5 3 2 2 2 1 3 3 4 4 4 4 4 3 2 4 4 2 4 3 5 1 1 3 1 1 2 3 4 1 2 1 6 1 1 3 1 1 2 1 3 1 1 550

2 19 6 61.81 6.5 8 1 1 3 700 1693 0 7 1 5 8 3 4 5 6 6 5 5 1 2 1 5 4 5 1 3 4 4 2 1 4 4 4 4 5 4 1 4 5 5 5 4 5 1 1 1 1 1 1 1 3 1 3 1 6 1 1 1 1 1 1 1 3 1 2 508

2 23 7 67 8 12 2 2 2 132 317 2 8 2 4 3 1 4 2 2 2 3 1 5 5 2 5 5 1 1 4 5 2 2 2 4 1 2 4 4 3 2 2 4 3 3 3 5 2 1 2 1 1 3 3 4 3 1 1 7 2 1 2 1 1 2 2 2 2 1 1022

2 20 67 8.5 11 1 1 3 360 2 2 7 5 5 5 5 5 6 3 4 4 4 5 4 2 2 4 5 2 3 4 4 2 4 3 4 2 4 4 3 4 4 4 1 1 4 1 3 1 3 4 1 3 1 6 1 1 3 1 4 1 3 3 1 3 1579

1 20 6 70 8 1 0 2 3 676 660 1 4.5 2 2 4 6 10 5 4 4 3 2 1 1 2 3 2 2 1 4 3 3 3 2 5 3 5 3 4 4 4 4 2 1 2 4 2 2 1 2 2 3 1 3 3 2 3 1 7 1 1 1 1 3 1 3 3 1 1 657

2 21 9 62 7 3 1 1 3 785 1165 1 5 1 4 7 7 5 5 6 6 6 4 2 4 2 5 5 4 4 4 3 1 4 5 5 3 4 4 5 4 2 3 4 3 4 4 5 2 1 3 1 2 1 3 3 1 2 1 6 1 1 2 1 2 1 2 3 1 3 1023

2 19 7 60 8.5 11 2 2 2 166 507 0 5 2 2 6 3 5 3 5 3 5 2 4 4 4 5 5 4 3 2 4 3 2 4 4 3 2 3 4 2 4 4 2 2 2 4 4 2 1 2 2 1 2 1 2 2 2 1 6 1 1 1 1 1 2 2 2 1 1 774

2 20 3 63 7 12 0 2 2 20 1 2 2 2 2 1 2 3 2 2 2 2 4 3 3 5 1 3 3 1 2 3 2 3 2 2 2 3 2 2 2 3 4 4 4 3 2 4 2 2 2 2 2 2 3 3 2 1 6 3 1 1 1 1 1 1 1 1 2 611

2 19 7 63 6.5 8 4 2 3 92 250 0 4 1 1 6 6 7 2 5 3 2 5 4 5 2 5 5 1 2 1 4 4 2 1 4 1 4 4 3 4 2 4 4 4 5 5 5 3 1 4 1 1 5 3 4 2 2 1 7 2 1 4 1 4 2 4 4 1 3 2326

2 19 7 64 8 12 1 1 2 245 1 4 2 5 8 3 8 5 5 5 3 1 4 4 2 5 5 2 4 4 4 2 2 4 5 2 1 1 2 2 4 4 4 4 4 1 4 1 1 1 1 2 1 3 3 1 4 1 5 1 1 1 1 2 1 3 3 1 3 882

2 21 8 64 6 8 1 1 3 650 0 2 2 2 8 10 9 6 6 6 6 6 2 4 2 3 4 3 2 2 2 3 4 3 4 4 4 3 4 3 3 3 4 3 3 3 3 2 2 2 2 3 2 3 3 2 3 1 6 3 3 4 3 4 3 3 4 3 3 641

1 19 6 72 11 2 1 1 2 565 271 0 9 2 3 5 10 8 5 7 6 6 3 2 2 4 2 4 3 4 2 2 2 3 2 4 4 4 4 3 4 3 4 4 3 3 4 2 1 1 3 2 2 3 2 2 1 1 1 7 1 1 2 1 2 1 1 1 1 1 2669

2 21 6 65 6.5 9 0 2 2 78 216 0 1 1 4 6 8 6 6 7 6 7 6 4 4 3 2 5 2 1 2 3 1 4 5 4 2 5 5 5 5 1 5 5 3 4 5 5 2 1 2 1 3 2 3 3 1 2 1 7 1 1 3 1 3 1 2 3 1 2 1373

2 21 7 60 6 10 2 1 3 301 1008 261 1 5 2 2 5 3 5 2 5 4 5 1 2 5 2 5 4 1 1 5 4 2 2 5 5 2 5 4 2 1 4 2 5 5 5 4 4 3 1 3 2 3 5 3 4 4 2 1 7 2 1 4 1 3 2 3 4 2 3 794

2 21 7 64 6 12 9 2 2 100 1 3 1 2 5 1 3 5 5 5 3 2 5 4 1 4 2 3 2 4 2 4 2 3 4 4 3 2 2 2 3 3 4 2 2 4 2 2 1 1 1 3 1 3 3 1 3 1 6 1 1 1 1 3 1 4 4 1 3 937

2 21 6 68 9 4 1 1 2 68 1 3 1 3 7 3 3 6 6 6 5 6 3 5 1 4 5 3 2 2 2 2 3 3 5 4 4 2 4 4 2 3 4 3 3 3 4 1 1 4 2 4 2 5 5 2 3 1 6 1 1 4 1 4 2 5 5 2 3 1179

2 20 8 66 9.5 7 0 2 20 0 0 0 1.5 2 3 3 2 5 3 4 2 3 1 5 4 3 5 2 2 2 1 5 2 1 2 4 2 4 4 4 4 2 4 4 2 3 4 5 4 3 4 5 3 5 4 3 4 2 1 6 3 1 3 4 4 3 3 2 2 1 602

2 19 6 65 8 8 2 2 4 76 490 0 5 2 5 6 9 4 6 6 6 6 6 1 4 4 4 5 4 2 5 2 1 5 3 2 3 2 4 4 4 2 3 4 3 5 4 4 1 1 2 1 3 2 1 1 3 3 1 7 1 1 3 1 3 1 3 3 1 3 2982

2 19 5 68 8 3 1 1 3 700 2000 0 2 2 3 6 8 7 2 6 3 4 4 1 5 3 4 5 4 2 4 4 1 4 4 4 2 5 4 4 4 2 5 5 4 5 5 5 3 1 2 1 2 3 2 3 2 2 1 7 2 1 2 1 2 3 2 3 1 2 1249

2 20 7 65 8 12 2 1 3 0 0 2 3 6 10 9 1 5 1 1 1 4 5 5 5 4 2 3 5 5 4 2 1 2 1 1 2 2 2 4 2 1 1 2 1 5 5 1 4 5 2 5 2 1 5 1 1 5 3 1 2 2 2 5 4 4 4 1 36052

2 21 5 48 5 9 0 1 2 45 0 1 2 2 5 10 5 3 7 4 6 7 3 3 4 3 3 2 3 3 1 2 3 3 3 3 3 4 4 4 3 3 4 4 3 4 3 1 1 3 1 2 1 3 3 1 3 1 7 1 1 3 1 3 1 3 3 1 2 39332

2 20 6 63 6.5 8 2 2 3 299 490 237 2 1 1 5 5 2 5 2 3 1 1 2 3 4 2 4 5 4 4 5 5 2 1 3 4 4 5 3 3 3 4 2 2 2 3 4 1 2 1 2 1 3 1 2 2 1 1 1 7 2 1 3 1 4 1 3 3 1 1 916

2 22 4 64 7.5 8 0 1 2 100 2 1 4 6 3 7 6 6 4 1 5 5 4 2 4 5 2 4 5 3 1 1 5 4 3 3 2 1 4 4 2 4 4 4 2 5 3 1 2 1 1 3 1 3 4 1 1 6 1 1 1 1 2 2 1 1 2 1 993

2 21 6 62 5.5 11 0 1 2 1431 2778 1 6 2 1 7 8 5 6 6 6 5 6 2 5 1 4 4 4 3 4 4 2 4 3 3 3 4 4 4 3 2 3 4 3 3 4 3 2 2 4 2 4 4 5 5 1 5 1 5 1 2 5 1 5 2 4 5 1 5 1422

1 19 8 69 9 11 2 2 3 177 555 1 4 2 3 7 10 8 2 6 2 1 2 2 5 2 5 4 4 4 3 5 1 3 4 5 1 3 4 3 4 2 2 4 1 5 4 4 2 1 2 1 1 1 1 3 1 1 1 7 1 1 2 1 1 1 2 1 1 1 572

1 24 5 70 10.5 1 6 1 3 800 418 1 6 2 1 5 10 1 6 6 6 5 6 3 4 1 1 5 4 2 4 1 1 5 4 4 5 4 2 4 4 4 4 4 4 4 4 3 1 1 1 1 3 1 4 4 1 5 1 6 1 1 1 1 3 1 4 4 1 5 2487

2 21 6 60 10 2 1 2 2 7 13 1 5 2 5 5 1 10 2 3 3 2 1 4 4 3 4 5 3 1 1 1 1 4 3 5 5 4 4 5 4 1 4 3 3 4 4 4 2 1 3 1 5 2 5 5 1 3 1 3 1 1 5 1 5 1 5 5 1 5 2800

2 20 7 66 7.5 11 3 1 2 642 548 2 6 2 5 6 10 7 3 6 5 5 3 2 4 4 5 3 4 3 4 4 5 4 3 5 3 4 3 4 4 2 3 3 3 2 1 5 1 1 3 1 3 2 3 3 2 3 1 6 1 1 2 1 3 2 3 3 2 3 566

1 20 7 70 9.5 12 1 2 3 295 364 9 1 1 2 2 6 10 8 5 6 3 5 1 3 4 4 4 5 2 3 4 3 3 3 2 4 4 3 2 3 2 4 2 2 2 3 4 1 1 1 1 2 3 3 2 3 3 1 6 1 1 3 1 2 3 3 2 3 3 588

2 3 64 7 2 1 2 4 15 200 20 1 2 2 2 4 7 5 3 4 4 5 1 4 4 4 4 4 2 3 4 4 1 2 3 3 2 4 3 3 4 4 4 5 3 4 3 4 2 3 2 1 3 3 4 3 4 2 1 6 2 1 1 1 3 2 4 4 2 1 5057

1 26 3 71 11.5 4 5 2 2 495 305 233 2 7 2 4 8 1 3 2 2 4 5 7 2 4 4 4 5 5 2 4 3 1 4 5 4 2 5 5 4 5 1 5 5 2 4 5 5 1 1 2 1 3 1 2 1 1 1 1 2 1 1 2 1 3 1 3 3 1 2 3798

2 21 7 65 8 7 0 2 3 1000 0 3 2 2 7 5 9 5 6 6 6 3 4 5 2 4 4 4 2 5 4 2 3 4 4 4 4 3 4 4 4 4 4 2 4 3 5 1 1 3 1 2 2 2 3 2 2 1 7 1 1 3 1 3 1 2 3 1 2 763

2 19 6 65 7.5 2 0 1 1 277 306 1 0 2 5 7 6 5 5 6 2 1 6 3 3 4 4 4 5 3 3 3 5 3 1 3 3 3 3 3 4 5 3 3 1 2 3 5 1 1 1 1 1 1 1 2 1 1 1 7 1 1 1 1 1 1 1 2 1 1 1060

2 19 5 65 6.5 7 0 2 2 34 19 1 0 2 1 3 2 10 8 5 4 4 5 3 2 4 2 3 5 5 1 3 3 4 3 1 4 3 5 3 4 2 2 3 4 2 2 4 2 3 2 4 1 4 3 5 4 1 3 1 7 4 3 3 1 3 1 5 4 1 3 2863

2 19 5 65 10 9 3 2 4 236 585 2 3.5 1 3 7 9 8 3 2 4 5 3 2 5 5 5 4 4 2 2 4 2 1 3 4 2 2 4 4 3 2 3 4 3 4 5 5 1 1 2 1 1 2 2 2 3 1 1 7 1 1 3 1 1 1 1 2 1 1 1238

2 20 6 67 11 10 1 2 3 65 375 2 0 1 5 7 1 5 4 4 2 1 5 3 4 2 5 3 4 3 4 4 2 3 5 5 4 3 4 4 1 3 4 5 2 4 3 3 4 3 1 1 1 4 3 3 4 2 1 7 4 3 3 1 1 4 3 2 4 1 1285

2 20 8 66 6.5 3 1 1 3 493 472 0 7.5 2 5 8 2 3 6 6 6 6 3 4 5 1 2 4 4 2 1 2 4 4 4 5 2 4 5 4 2 4 4 4 4 5 4 1 1 4 1 2 2 4 4 1 4 1 7 1 1 3 1 2 1 3 4 1 2 730

2 19 5 67 8 5 1 1 3 461 1498 0 3 2 2 8 5 6 4 4 4 4 4 2 4 3 4 4 4 4 3 2 2 4 4 5 2 5 3 3 4 2 3 4 3 4 4 4 3 2 3 1 4 2 4 3 2 3 1 7 2 1 4 1 4 1 4 4 1 3 4990

2 19 8 63 Womens 5.5 7 3 2 2 1171 1606 1 3 2 4 6 6 7 3 3 3 2 3 4 5 1 4 2 4 4 2 3 1 4 4 5 4 3 2 2 2 5 2 2 1 1 4 5 3 2 4 1 3 2 4 4 2 3 1 7 1 1 3 1 4 1 4 4 1 4 1394

2 21 6 67 9 11 0 2 2 22 25 3 1 3.5 1 3 6 2 3 4 5 3 2 3 4 4 4 4 4 3 2 3 4 2 3 4 4 2 4 3 3 3 5 3 4 3 3 4 3 4 2 4 2 4 4 2 3 3 3 1 4 3 2 3 2 4 2 3 3 2 4 483

1 2000 7 70 10 12 0 2 3 166 18 0 4 1 7 1 6 6 6 6 6 5 4 4 2 4 4 2 2 4 4 2 3 4 4 4 4 1 2 4 1 4 4 2 4 1 2 2 1 1 1 4 3 4 4 2 4 1 3 1 1 1 1 4 3 4 4 1 4 943

2 20 5 68 8 7 4 2 3 911 590 443 4 2 2 3 5 10 8 3 3 4 6 4 3 3 4 3 5 3 3 4 2 1 2 2 4 5 2 3 3 4 4 4 4 4 5 3 1 1 1 2 2 2 1 2 1 1 1 1 6 1 1 1 1 1 1 1 1 1 1 3803

2 20 4 63 8 7 4 2 3 145 2 5 2 5 2 8 4 1 3 1 3 1 4 4 2 5 4 2 2 4 5 2 2 4 4 1 4 2 4 2 2 1 2 1 4 2 4 5 3 3 4 3 3 2 2 4 2 1 7 5 3 3 4 3 5 3 3 4 2 2228

2 20 6 69 7.5 5 1 2 2 577 402 1 2 2 4 8 4 3 2 6 3 4 6 2 5 5 5 5 3 4 5 5 1 3 2 4 2 3 4 4 3 1 5 4 3 5 4 5 2 2 3 5 1 4 1 4 4 1 1 7 2 1 1 3 2 3 2 1 1 1 1217

2 19 5 63.77952756 6 8 0 2 2 30 0 1 2 3 3 1 3 2 4 3 4 2 4 4 2 5 1 2 3 4 3 3 2 3 3 3 3 3 4 2 3 2 3 3 2 2 2 2 2 3 2 2 2 2 2 2 1 4 1 1 1 1 2 1 2 2 1 2 1176

2 19 7 67 8 6 1 3 372 475 10 1 1.5 2 2 7 1 3 5 6 5 6 5 4 4 4 4 3 2 2 4 3 2 4 3 4 4 4 3 3 3 1 4 4 2 4 3 4 4 3 4 1 2 3 4 4 2 1 1 7 3 3 4 1 3 3 3 3 2 2 946

2 18 4 “64” 6 8 0 2 3 3412 415 5 2 1 3 8 5 4 4 5 4 2 6 4 3 2 4 5 3 3 5 3 2 3 2 4 3 5 4 4 5 4 5 5 4 3 4 5 1 1 1 1 1 1 2 3 1 2 1 7 1 1 1 1 3 1 2 4 1 4 7532

2 20 6 67 7.5 4 0 2 3 273 443 0 4.5 1 2 6 5 6 3 2 1 3 3 5 5 5 5 4 2 3 4 4 2 3 2 4 2 3 3 2 4 4 4 3 4 5 3 4 2 1 2 2 3 2 4 1 2 1 1 6 1 1 1 1 3 1 4 2 1 1 1196

1 19 7 71 8.5 5 0 1 3 0 3.5 1 3 8 9 5 7 7 7 7 6 2 4 2 2 5 4 3 2 2 2 4 3 4 4 4 3 4 3 4 4 4 3 4 3 3 1 2 5 1 5 2 3 3 2 4 1 6 1 1 1 1 5 1 5 5 1 5 1050

2 37 5 66 7 11 3 342 318 1 3 2 4 8 1 5 6 6 6 6 5 4 5 2 4 2 3 1 2 2 2 3 4 5 3 4 4 4 2 2 5 5 4 4 2 3 1 1 2 1 3 1 4 2 1 1 1 7 1 1 2 1 3 1 2 2 1 1 931

2 27 8 68 8 8 1 2 2 0 1 2 5 7 1 3 5 6 6 7 5 2 3 1 3 4 3 5 4 4 1 4 2 4 2 5 4 4 3 4 4 5 4 5 2 2 1 1 3 1 2 1 2 2 1 3 1 2 1 2 2 1 1 1 1 2 1 2 990

2 19 7 62 7.5 5 2 1 3 203 570 15 0 2 2 5 6 10 6 5 5 6 6 5 2 5 1 4 5 4 1 2 1 1 3 4 5 3 4 2 2 2 4 3 3 2 4 3 3 1 1 3 1 2 1 2 4 1 2 1 7 1 1 3 1 3 1 3 3 1 2 2794

2 22 6 7.5 12 1 159

2 20 6 64 7 4 0 1 2 0 1 1 2 6 4 5 5 6 5 4 5 4 3 4 3 4 2 1 5 3 3 3 5 4 4 3 2 3 2 4 3 3 2 3 5 5 1 1 2 1 1 2 2 3 1 2 1 7 1 1 1 1 2 1 2 3 1 2 2658

2 40 8 67 8 5 2 1 2 1 8 2 1 7 1 3 6 7 6 7 6 2 5 2 4 4 4 2 4 2 4 4 2 4 2 5 5 4 5 1 5 5 5 4 5 5 1 1 4 1 4 2 4 4 2 3 1 7 1 1 4 1 4 2 4 4 1 3 1368

2 3 64 6.5 12 2 3 1 3 1 3 4 2 4 2 2 2 2 2 3 4 4 5 5 3 3 5 5 2 2 2 5 2 4 3 4 3 3 4 5 3 3 4 5 2 2 1 2 1 2 3 2 2 1 1 5 2 1 3 1 3 2 3 3 1 2 530

2 28 5 70 9 1 1 2 744 223 2 3 1 3 8 1 2 5 5 5 5 5 4 4 2 4 3 4 3 3 2 1 4 2 4 2 4 4 4 4 2 4 4 4 4 4 4 1 2 3 1 2 1 3 3 1 3 1 5 1 1 4 1 3 1 3 3 1 3 1497

2 19 6 65 8 2 1 2 4 266 880 44 0 3.5 2 4 4 9 8 5 5 5 5 5 5 4 4 2 3 4 3 5 3 2 4 4 2 5 1 2 2 4 5 2 1 3 2 4 4 2 1 1 2 1 1 1 1 2 1 1 7 1 1 1 1 2 1 1 1 1 1 1580

2 23 7 61 6.5 11 1 2 3 1000 1280 1 4 2 1 8 6 5 1 16791

1 19 5 71 10.5 11 0 1 3 1000 600 1 5 2 1 4 2 5 3 3 5 1 6 5 5 5 3 1 1 4 5 1 2 3 2 5 4 4 5 5 5 4 3 5 4 2 4 4 1 2 4 2 5 5 5 5 2 5 1 7 1 1 3 1 5 2 5 5 1 3 424

2 21 5 66 8.5 12 1 2 3 372 604 45 1 7 1 5 5 1 5 4 4 3 3 2 5 5 1 4 5 1 3 4 4 3 3 5 5 4 3 3 4 2 4 3 4 3 4 3 4 1 1 2 1 3 4 4 3 3 4 1 7 1 1 2 1 3 3 4 3 2 4 742

1 30 5 72 9.5 6 1 1 2 786 323 1 10 1 2 6 3 4 6 6 6 6 6 3 4 4 2 5 4 2 4 4 1 4 3 3 4 5 5 4 4 1 4 5 5 5 3 4 1 1 3 1 2 4 3 3 4 2 1 6 1 1 4 1 2 2 3 4 2 2 971

2 19 yrs 8 67inch 6.5 4 0 1 3 20 20 0 0.5 5 2 2 5 8 6 6 5 4 2 1 3 4 3 5 2 2 4 2 3 5 4 3 4 3 3 4 3 4 4 4 4 2 2 3 2 4 1 3 2 4 4 3 3 4 2 1 6 2 1 2 1 4 3 4 4 2 4 5776

2 20 6 61 5 5 0 2 3 188 200 1 3 1 5 8 3 6 2 5 2 2 1 5 4 4 4 5 4 4 4 4 1 4 4 4 2 4 2 2 2 4 4 4 2 4 4 4 2 2 1 1 1 3 1 3 1 2 1 7 1 1 1 1 2 2 2 2 1 3 1073

2 20 6 66.84 8 3 0 1 4 10 90 2 0 1 2 2 7 4 5 5 5 4 6 2 4 4 4 5 5 2 2 4 4 1 1 2 3 1 3 3 2 2 4 3 2 4 4 2 3 4 1 2 2 1 4 3 2 4 3 1 6 3 2 1 1 2 2 3 3 2 3 1507

2 19 6 65 6.5 5 1 2 2 2 2 2 4 5 8 7 3 2 2 2 4 5 3 4 3 4 2 2 5 3 2 1 2 3 3 4 2 4 3 4 3 3 2 4 2 3 3 2 3 1 1 4 2 1 4 2 1 6 5 1 1 1 1 4 1 1 5 1 1101

2 20 7 61 6 3 1 2 25 0.3 3 1 3 5 6 5 2 2 2 2 2 5 5 2 4 5 2 1 2 4 1 2 3 4 2 4 4 5 4 2 4 5 4 5 5 4 3 2 2 1 3 4 4 3 2 3 1 6 2 1 1 1 3 3 3 3 1 2 1161

Psy 202 Data Analysis Project

Questionnaire Info

————————————-you will create these composite variables —————————————-

Variable Name: SWBTot
Scale: Subjective well-being. A self-report measure of how well you think your life is going. Scores represent agreement with statements. Higher values indicate more well-being.
Response Type: 1-7 (1 = Strongly disagree, 7 = Strongly agree)

Variable Name: BIG5_N
Scale: Neuroticism. A self-report measure of negative emotionality. Scores represent agreement with statements. Higher values indicate higher neuroticism.
Response Type: 1-5 (1 = Strongly disagree, 5 = Strongly agree)

Variable Name: BIG5_E
Scale: Extraversion. A self-report measure of outgoingness and energy. Scores represent agreement with statements. Higher values indicate higher extraversion.
Response Type: 1-5 (1 = Strongly disagree, 5 = Strongly agree)

Variable Name: BIG5_O
Scale: Openness. A self-report measure of openness to new experiences. Scores represent agreement with statements. Higher values indicate higher openness.
Response Type: 1-5 (1 = Strongly disagree, 5 = Strongly agree)

Variable Name: BIG5_A
Scale: Agreeableness. A self-report measure of friendliness and cooperation. Scores represent agreement with statements. Higher values indicate higher agreeableness.
Response Type: 1-5 (1 = Strongly disagree, 5 = Strongly agree)

Variable Name: BIG5_C
Scale: Conscientiousness. A self-report measure of focus and organization. Scores represent agreement with statements. Higher values indicate higher conscientiousness.
Response Type: 1-5 (1 = Strongly disagree, 5 = Strongly agree)

Variable Name: NFCTot
Scale: Need for cognition. A self-report measure of how much a person engages in, and enjoys, thinking. Scores represent how characteristic a statement is of the participant. Higher values indicate a higher need for cognition.
Response Type: 1-5 (1 = Not at all characteristic, 5 = Extremely characteristic)

Variable Name: POSPre
Scale: Positive emotions, BEFORE doing mindfulness exercise. A self-report measure of extent of positive emotions experienced. Scores represent “amount you are feeling this now” averaged across multiple positive emotions. Higher values indicate more positive emotion.
Response Type: 1-5 (1 = None at all, 5 = A Great Deal)

Variable Name: POSPost
Scale: Positive emotions, AFTER doing mindfulness exercise. A self-report measure of extent of positive emotions experienced. Scores represent “amount you are feeling this now” averaged across multiple positive emotions. Higher values indicate more positive emotion.
Response Type: 1-5 (1 = None at all, 5 = A Great Deal)

Variable Name: NEGPre
Scale: Negative emotions, BEFORE doing mindfulness exercise. A self-report measure of extent of negative emotions experienced. Scores represent “amount you are feeling this now” averaged across multiple negative emotions. Higher values indicate more negative emotion.
Response Type: 1-5 (1 = None at all, 5 = A Great Deal)

Variable Name: NEGPost
Scale: Negative emotions, AFTER doing mindfulness exercise. A self-report measure of extent of negative emotions experienced. Scores represent “amount you are feeling this now” averaged across multiple negative emotions. Higher values indicate more negative emotion.
Response Type: 1-5 (1 = None at all, 5 = A Great Deal)

—————————————————————————————————————————–

Subjective Well-Being (SWB) – Satisfaction with Life Scale

Diener, E., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985). The Satisfaction with Life Scale. Journal of Personality Assessment, 49, 71-75.

Reverse Code: none

Composite Score: average of items

Big 5 Personality Inventory – BFI-2-XS

Soto, C. J., & John, O. P. (2017). Short and extra-short forms of the Big Five Inventory-2: The BFI-2-s and BFI-2-XS. Journal of Research in Personality, 68, 69-81.

Neuroticism

Reverse Code: 14
Composite Score: average of 4, 9, 14R

Extraversion

Reverse Code: 1
Composite Score: average of 1R, 6, 11

Openness

Reverse Code: 10
Composite Score: average of 5, 10R, 15

Agreeableness

Reverse Code: 7
Composite Score: average of 2, 7R, 12

Conscientiousness

Reverse Code: 3, 8
Composite Score: average of 3R, 8R, 13

Need for Cognition – NFC Scale (adapted)

Cacioppo, J. T., Petty, R. E., & Feng Kao, C. (1984). The efficient assessment of need for cognition. Journal of Personality Assessment, 48(3), 306-307.

Reverse Code: 4
Composite Score: average of all items

Positive and Negative Affect – PANAS-SF

Thompson, E. R. (2007). Development and validation of an internationally reliable short-form of the positive and negative affect schedule (PANAS). Journal of Cross-Cultural Psychology, 38(2), 227-242.

Positive Affect

Reverse Code: none

Composite Score: average of 3, 5, 7, 8, 10

Negative Affect

Reverse Code: none

Composite Score: average of 1, 2, 4, 6, 9

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