ANOVA and ChiSq Survey Assignment - Statistics
But this time, you need to do the statistical or Hypothesis Testing for: 1. There are five questions Q1 to Q5 in Part One. You need to conduct the hypothesis test to show AT LEAST THREE that there is no significant difference among the four groups in term of the distribution of each question. (if they, do, you need to write a paragraph to remind the readers the possible issues); 3 out of 5.  2.  There are three questions in Part Two (Coffee-T-shirt-Shampoo ). You need to conduct the hypothesis test to show that there is no significant difference among the four groups in term of the perception of the prices of the three products. (if they, do, you need to write a paragraph to remind the readers the possible issues);  3 out of 3; 3.  There are TEN questions in Part FOUR (Demographical). You need to conduct the hypothesis test to show AT LEAST THREE variables that there is no significant difference among the four groups. (if they, do, you need to write a paragraph to remind the readers the possible issues); 3 out of 10. Any other creative analysis is welcomed.  In conclusion, you are on your own to generate this comprehensive Statistical report (as professional as possible) to proof or disproof your main purpose and make sure you address the possible criticisms. We can have Q&A in the discussion board. While the report can be your own way to express what you have learned and what you can find from the survey data to the point of the whole purpose of the survey, I would suggest that you include the followings: 1. Executive Summary; 2. Main findings (the 3 ANOVA results) and explain it to the executives who may not know the Statistics; 3. What can you answer any critics: The key is that the four groups are randomly selected so that there are no significant differences among them in term of Q1 to Q5 and all the Demographic variables.    ***Most importantly - need this assignment completed using Excel Thank you for agreeing to participate in this survey! We are a group of researchers from the University of Michigan conducting a survey on consumer purchasing habits. Your responses will remain completely anonymous. This survey should take less than 10 minutes to complete. If you have any questions about the survey, please contact [email protected] Thank you for your time. Consumer Market Research Survey Part One (of Four) 1 Who is the primary grocery shopper in your household? (Please check one box) YourselfA  Spouse/Significant OtherB  ParentC  D  Other (please specify) 2 How many times did you go grocery shopping within the last two weeks? (Please check one box)       More than 54 - 52 - 310 3 At what type of store do you usually do your grocery shopping? (Please check one) Natural/Organic food store (can be local/independently-owned or chain stores such as Whole Foods)   Chain supermarket (Kroger, Albertsons, etc.)  Mass merchandiser (Super Wal-Mart, Super Target, etc.)  Local/independently-owned grocer (not a natural/organic food store)    Other (please specify) Consumer Market Research Survey 4 Besides yourself, which of the following groups of people influence your purchasing decisions? (Check all that apply) Spouse or significant other  Children  Other family members  Friends  Colleagues  None    Other (please specify): 5 As a grocery shopper, please rate how important the following issues are on a scale of 1 to 7. If you do not know or have no opinion, please select No opinion. Very Unimportant Neutral Very Important Dont Know/No Opinion Price        1 Product Availability        2 Package Size        3 Environmental Friendliness of Product/Company        4 Brand        5 Social Responsibility of Manufacturer        6 Where the Product is Made        7 Quality of Product        8 Consumer Market Research Survey 6 To keep the number of questions that we ask you to a minimum, we would like to use the day of the month that you were born to randomize the questions. For example, if you were born on March 12, then select answer 4, which contains 12th. 1st, 5th, 9th, 13th, 17th, 21st, 25th, 29thA  2nd, 6th, 10th, 14th, 18th, 22nd, 26th, 30thB  3rd, 7th, 11th, 15th, 19th, 23th, 27th, 31stC  4th, 8th, 12th, 16th, 20th, 24th, 28thD  If 6 = 1st, 5th, 9th, 13th, 17th, 21st, 25th, 29th then skip ahead to 1. If 6 = 2nd, 6th, 10th, 14th, 18th, 22nd, 26th, 30th then skip ahead to 1. If 6 = 3rd, 7th, 11th, 15th, 19th, 23th, 27th, 31st then skip ahead to 1. If 6 = 4th, 8th, 12th, 16th, 20th, 24th, 28th then skip ahead to 1. Consumer Market Research Survey Part Two (of Four) In the next three questions, you will be presented with four different products. Based on the descriptions provided, please estimate, to the best of your ability, the price that you would expect to pay for each of the following products. 1 Coffee-- One pound (16 oz.) package -- Columbian, dark roast-- 100\% environmentally-friendly manufacturing-- Ground, French press grindThe retail price of this product is in the range of $5 - $15 Your estimated price Do not include dollar ($) sign. Decimals are allowed. 2 T-shirt-- Long-sleeve, rib-knit neck and cuffs-- 100\% cotton-- 5.8 oz. combed cotton jersey-- Pre-washed-- Smooth taped neck seam-- Imported from MalaysiaThe retail price of this product is in the range of $15 - $50 Your estimated price Do not include dollar ($) sign. Decimals are allowed. Consumer Market Research Survey 3 Shampoo-- 400 mL size-- Natural fragrance – no chemicals added-- 100\% biodegradable ingredients-- Made in USAThe retail price of this product is in the range of $1 - $10 Do not include dollar ($) sign. Decimals are allowed. Your estimated price 4 How familiar are you with this type of product, especially about product descriptions and pricing information? (Please choose one for each product type) Extremely familiar Somewhat familiar Not at all familiar Coffee   1 T-shirt   2 Shampoo   3 Consumer Market Research Survey Part Three (of Four) In the next three questions you will be asked to estimate the retail price of three additional products. Along with product descriptions, each product will also include a rating for the company that manufactures the item. These ratings are based on Co-Op America, a national, non-profit organization that provides tools and analysis on social and envionmental issues of potential concern or interest to consumers. The ratings system is as follows: Green - Reserved for companies that have passed an intensive screening process and/or are clearly on the cutting edge socially and/or environmentally Grey - Profile lists few if any negative social/environmental issues Yellow - Profile includes some negative issues that many consumers may have concerns about Red - Profile indicates serious problems and/or patterns of significant negative behaviors 1 Detergent-- Hypo-allergenic-- Formulated without perfumes and dyes-- Non-toxic-- Biodegradable-- No enzymes-- 100 fl. oz.Co-Op America company rating: Green The retail price of this product is in the range of $4 - $10 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A Consumer Market Research Survey 2 Mixed fruit juice-- 15 fl. oz.-- Premium mixed fruit juice-- Excellent source of Vitamin CCo-Op America company rating: Red The retail price of this product is in the range of $1 - $5 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A 3 Household cleaner-- Safely cleans even tough, greasy dirt-- No rinsing required-- For vinyl, ceramic and finished wood floors-- Lasts about 2-3 months under normal useCo-Op America company rating: Yellow The retail price of this product is in the range of $1 - $7 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A Consumer Market Research Survey 4 How familiar are you with this type of product, especially about product descriptions and pricing information? (Please choose one for each product type) Extremely familiar Somewhat familiar Not at all familiar Detergent   1 Fruit juice   2 Household cleaner   3 If 4.1 = Extremely familiar then skip ahead to 1. If 4.1 does not = Extremely familiar then skip ahead to 1. Consumer Market Research Survey Part Two (of Four) In the next three questions, you will be presented with four different products. Based on the descriptions provided, please estimate, to the best of your ability, the price that you would expect to pay for each of the following products. 1 Coffee-- One pound (16 oz.) package -- Columbian, dark roast-- Ground, French press grindThe retail price of this product is in the range of $5 - $15 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A 2 T-shirt-- Long-sleeve, rib-knit neck and cuffs-- 100\% organic cotton-- 5.8 oz. combed cotton jersey-- Pre-washed-- Smooth taped neck seam-- Imported from MalaysiaThe retail price of this product is in the range of $15 - $50 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A Consumer Market Research Survey 3 Shampoo-- 400 mL size-- Natural fragrance – no chemicals added-- 100\% biodegradable ingredients-- Made in USAThe retail price of this product is in the range of $1 - $10 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A 4 How familiar are you with this type of product, especially about product descriptions and pricing information? (Please choose one for each product type) Extremely familiar Somewhat familiar Not at all familiar Coffee   1 T-shirt   2 Shampoo   3 Consumer Market Research Survey Part Three (of Four) In the next three questions you will be asked to estimate the retail price of three additional products. Along with product descriptions, each product will also include a rating for the company that manufactures the item. These ratings are based on Co-Op America, a national, non-profit organization that provides tools and analysis on social and envionmental issues of potential concern or interest to consumers. The ratings system is as follows: Green - Reserved for companies that have passed an intensive screening process and/or are clearly on the cutting edge socially and/or environmentally Grey - Profile lists few if any negative social/environmental issues Yellow - Profile includes some negative issues that many consumers may have concerns about Red - Profile indicates serious problems and/or patterns of significant negative behaviors 1 Detergent-- Hypo-allergenic-- Formulated without perfumes and dyes-- Non-toxic-- Biodegradable-- No enzymes-- 100 fl. oz.Co-Op America company rating: Grey The retail price of this product is in the range of $4 - $10 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A Consumer Market Research Survey 2 Mixed fruit juice-- 15 fl. oz.-- Premium mixed fruit juice-- Excellent source of Vitamin CCo-Op America company rating: Green The retail price of this product is in the range of $1 - $5 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A 3 Household cleaner-- Safely cleans even tough, greasy dirt-- No rinsing required-- For vinyl, ceramic and finished wood floors-- Lasts about 2-3 months under normal useCo-Op America company rating: Red The retail price of this product is in the range of $1 - $7 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A Consumer Market Research Survey 4 How familiar are you with this type of product, especially about product descriptions and pricing information? (Please choose one for each product type) Extremely familiar Somewhat familiar Not at all familiar Detergent   1 Fruit juice   2 Household cleaner   3 If 4.1 = Extremely familiar then skip ahead to 1. If 4.1 does not = Extremely familiar then skip ahead to 1. Consumer Market Research Survey Part Two (of Four) In the next three questions, you will be presented with four different products. Based on the descriptions provided, please estimate, to the best of your ability, the price that you would expect to pay for each of the following products. 1 Coffee-- One pound (16 oz.) package -- Columbian, dark roast-- 100\% environmentally-friendly manufacturing-- Ground, French press grindThe retail price of this product is in the range of $5 - $15 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A 2 T-shirt-- Long-sleeve, rib-knit neck and cuffs-- 100\% cotton-- 5.8 oz. combed cotton jersey-- Pre-washed-- Smooth taped neck seam-- Imported from MalaysiaThe retail price of this product is in the range of $15 - $50 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A Consumer Market Research Survey 3 Shampoo-- 400 mL size -- Balancing formula-- Floral scent-- Made in USA The retail price of this product is in the range of $1 - $10 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A 4 How familiar are you with this type of product, especially about product descriptions and pricing information? (Please choose one for each product type) Extremely familiar Somewhat familiar Not at all familiar Coffee   1 T-shirt   2 Shampoo   3 Consumer Market Research Survey Part Three (of Four) In the next three questions you will be asked to estimate the retail price of three additional products. Along with product descriptions, each product will also include a rating for the company that manufactures the item. These ratings are based on Co-Op America, a national, non-profit organization that provides tools and analysis on social and envionmental issues of potential concern or interest to consumers. The ratings system is as follows: Green - Reserved for companies that have passed an intensive screening process and/or are clearly on the cutting edge socially and/or environmentally Grey - Profile lists few if any negative social/environmental issues Yellow - Profile includes some negative issues that many consumers may have concerns about Red - Profile indicates serious problems and/or patterns of significant negative behaviors 1 Detergent-- Hypo-allergenic-- Formulated without perfumes and dyes-- Non-toxic-- Biodegradable-- No enzymes-- 100 fl. oz.Co-Op America company rating: Yellow The retail price of this product is in the range of $4 - $10 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A Consumer Market Research Survey 2 Mixed fruit juice-- 15 fl. oz.-- Premium mixed fruit juice-- Excellent source of Vitamin CCo-Op America company rating: Grey The retail price of this product is in the range of $1 - $5 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A 3 Household cleaner-- Safely cleans even tough, greasy dirt-- No rinsing required-- For vinyl, ceramic and finished wood floors-- Lasts about 2-3 months under normal useCo-Op America company rating: Green The retail price of this product is in the range of $1 - $7 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A Consumer Market Research Survey 4 How familiar are you with this type of product, especially about product descriptions and pricing information? (Please choose one for each product type) Extremely familiar Somewhat familiar Not at all familiar Detergent   1 Fruit juice   2 Household cleaner   3 If 4.1 = Extremely familiar then skip ahead to 1. If 4.1 does not = Extremely familiar then skip ahead to 1. Consumer Market Research Survey Part Two (of Four) In the next three questions, you will be presented with four different products. Based on the descriptions provided, please estimate, to the best of your ability, the price that you would expect to pay for each of the following products. 1 Coffee-- One pound (16 oz.) package -- Columbian, dark roast-- Ground, French press grindThe retail price of this product is in the range of $5 - $15 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A 2 T-shirt-- Long-sleeve, rib-knit neck and cuffs-- 100\% organic cotton-- 5.8 oz. combed cotton jersey-- Pre-washed-- Smooth taped neck seam-- Imported from MalaysiaThe retail price of this product is in the range of $15 - $50 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A Consumer Market Research Survey 3 Shampoo-- 400 mL size -- Balancing formula-- Floral scent-- Made in USA The retail price of this product is in the range of $1 - $10 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A 4 How familiar are you with this type of product, especially about product descriptions and pricing information? (Please choose one for each product type) Extremely familiar Somewhat familiar Not at all familiar Coffee   1 T-shirt   2 Shampoo   3 Consumer Market Research Survey Part Three (of Four) In the next three questions you will be asked to estimate the retail price of three additional products. Along with product descriptions, each product will also include a rating for the company that manufactures the item. These ratings are based on Co-Op America, a national, non-profit organization that provides tools and analysis on social and envionmental issues of potential concern or interest to consumers. The ratings system is as follows: Green - Reserved for companies that have passed an intensive screening process and/or are clearly on the cutting edge socially and/or environmentally Grey - Profile lists few if any negative social/environmental issues Yellow - Profile includes some negative issues that many consumers may have concerns about Red - Profile indicates serious problems and/or patterns of significant negative behaviors 1 Detergent-- Hypo-allergenic-- Formulated without perfumes and dyes-- Non-toxic-- Biodegradable-- No enzymes-- 100 fl. oz.Co-Op America company rating: Red The retail price of this product is in the range of $4 - $10 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A Consumer Market Research Survey 2 Mixed fruit juice-- 15 fl. oz.-- Premium mixed fruit juice-- Excellent source of Vitamin CCo-Op America company rating: Yellow The retail price of this product is in the range of $1 - $5 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A 3 Household cleaner-- Safely cleans even tough, greasy dirt-- No rinsing required-- For vinyl, ceramic and finished wood floors-- Lasts about 2-3 months under normal useCo-Op America company rating: Grey The retail price of this product is in the range of $1 - $7 1 Your estimated price 1 Do not include dollar ($) sign. Decimals are allowed.A Consumer Market Research Survey 4 How familiar are you with this type of product, especially about product descriptions and pricing information? (Please choose one for each product type) Extremely familiar Somewhat familiar Not at all familiar Detergent   1 Fruit juice   2 Household cleaner   3 If 4.1 = Extremely familiar then skip ahead to 1. If 4.1 does not = Extremely familiar then skip ahead to 1. Consumer Market Research Survey Part Four (of Four) Please provide the following information about yourself: 1 Please indicate your gender. (Select one) Male  Female  Prefer not to say  2 Please indicate your age range. (Select one) Less than 18A  18 - 22B  23 - 30C  31 - 40D  41 - 50E  51 - 64F  65 +G  3 Please indicate your ethinicity. (Select one) African AmericanA  Asian/Pacific IslanderB  Caucasian/Non-HispanicC  HispanicD  E  Other: Please Specify Prefer Not to SayF  Consumer Market Research Survey 4 How many people currently reside in your household? (Select one) 1A  2B  3C  4D  5E  6F  More than 6G  5 What is your annual household income before taxes? (Select one) Less than $10,000A  $10,001 - 20,000B  $20,001 - 30,000C  $30,001 - 50,000D  $50,001 - 70,000E  $70,001 - 90,000F  $90,001 - 120,000G  $120,001 - $180,000H  Above $180,000I  6 Please indicate your marital status. (Select one) SingleA  MarriedB  DivorcedC  WidowedD  E  Other (please specify) Prefer Not to SayF  Consumer Market Research Survey 7 Please indicate your highest level of education: (check highest level completed) Some high schoolA  Completed high schoolB  Some collegeC  Completed collegeD  Some graduate schoolE  Completed graduate schoolF  G  Other: Please specify 8 What is your zip code? 9 Please indicate your political affiliation. (Select one) DemocratA  RepublicanB  IndependentC  D  Other: (Please specify) 10 (Optional) Please enter your email address. This information will only be used to enter you into a drawing for a free gift certificate from Amazon.com and to contact you if you are selected the winner. Consumer Market Research Survey This is the end of the survey. If you submitted your email address for our random drawing and are chosen the winner, we will contact you via the email address you supplied by December 16, 2004.Thank you once again for your time! Consumer Market Research Survey Income Count of Income1 Column Labels Row Labels A B C D Grand Total A 2 2 1 1 6 B 2 5 1 8 C 6 2 2 8 18 D 8 12 9 12 41 E 14 10 4 7 35 F 4 8 6 8 26 G 5 5 5 6 21 H 7 3 6 10 26 I 5 6 4 4 19 Grand Total 51 50 42 57 200 Count of Income1 Actual or Observed Table Row Labels A B C D Grand Total Ho: Income and groups are independent A 2 2 1 1 6 Ha: Income and groups are dependent B 2 5 1 8 C 6 2 2 8 18 ChiSq Test 0.47558 D 8 12 9 12 41 E 14 10 4 7 35 We dont have any statistical evidence to reject the Null. F 4 8 6 8 26 G 5 5 5 6 21 Condition for ChiSq Test is: H 7 3 6 10 26 I 5 6 4 4 19 The value in the expected table must be 5 or more to be eligible for the test!!! Grand Total 51 50 42 57 200 Count of Income1 Expected Table Row Labels A B C D Grand Total A 1.53 1.5 1.26 1.71 6 ChiSq Test: 0.85753 B 2.04 2 1.68 2.28 8 C 4.59 4.5 3.78 5.13 18 D 10.455 10.25 8.61 11.685 41 E 8.925 8.75 7.35 9.975 35 F 6.63 6.5 5.46 7.41 26 G 5.355 5.25 4.41 5.985 21 H 6.63 6.5 5.46 7.41 26 I 4.845 4.75 3.99 5.415 19 Grand Total 51 50 42 57 200 Count of Income1 Actual or Observed Table Row Labels A B C D Grand Total Low Income Group 8 6 8 10 32 Moderate Income Group 26 30 19 27 102 Upper Income Level 17 14 15 20 66 Grand Total 51 50 42 57 200 Count of Income1 Expected Table Row Labels A B C D Grand Total Low Income Group 8.16 8 6.72 9.12 32 Moderate Income Group 26.01 25.5 21.42 29.07 102 Upper Income Level 16.83 16.5 13.86 18.81 66 Grand Total 51 50 42 57 200 survey data Number Q1A Q2A Q3A Q4A AQ51 AQ52 AQ53 AQ54 AQ55 AQ56 AQ57 AQ58 AQ6 Coffee G1 Coffee G2 Coffee G3 Coffee G4 CoffeeAll T-Shirt G1 T-Shirt G2 T-Shirt G3 T-Shirt G4 T-Shirt All Shampoo1 Shampoo2 Shampoo3 Shampoo4 Shampoo All Detergent1 Detergent2 Detergent3 Detergent4 Juice 1 Juice 2 Juice 3 Juice 4 Cleaner 1 Cleaner 2 Cleaner 3 Cleaner 4 Gender Age1 Ethinicity1 Household Income1 Marital 1 Education Political 12 A C B D 6 6 3 2 1 2 1 6 A 12.99 12.99 18.9 18.9 5.06 5.06 6.97 1.02 6.9 Female E C 3 E B F A 13 B C C A 2 2 1 6 7 2 1 4 A 14.21 14.21 28.88 28.88 3.5 3.5 7.48 1.27 3.57 Prefer not to say E C 3 E B C A 15 B C A C 4 1 1 7 6 4 1 3 A 5.75 5.75 45.48 45.48 1.85 1.85 8.62 3.13 1.22 Female F C 5 D B B A 16 A E B A 6 6 1 2 6 1 4 2 A 8.84 8.84 43.31 43.31 2.78 2.78 9.07 2.07 5.4 Male C A 2 E A A A 18 C B A E 6 6 1 1 2 6 5 4 A 14.78 14.78 17.42 17.42 2.7 2.7 6 3.92 2.2 Prefer not to say B C 2 D A B B 19 A E A C 7 5 1 5 1 4 2 3 A 13.81 13.81 36.13 36.13 4.55 4.55 8.9 1.08 1.11 Male G A 1 E A C B 20 A B B A 7 3 1 7 1 4 3 5 A 5.32 5.32 43.65 43.65 2.6 2.6 8.78 1.16 6.98 Male D C 1 C C B B 21 B A B E 7 6 1 6 6 1 1 2 A 5.86 5.86 28.38 28.38 3.44 3.44 6.98 1.86 1.8 Male C F 1 E F G B 23 B B B A 7 2 2 6 4 4 1 4 A 14.96 14.96 28.43 28.43 4.6 4.6 7.55 2.09 5.71 Male D C 3 F F B B 26 A C A D 6 6 1 4 2 4 1 4 A 13.16 13.16 28.58 28.58 3.4 3.4 8.38 2.47 6.92 Female C C 2 G B C A 28 B E B A 6 3 4 2 1 1 1 4 A 7.07 7.07 23.15 23.15 6.65 6.65 8.03 2.19 6.88 Male D C 1 G A B A 33 A A B C 4 6 4 1 1 4 4 6 A 14.29 14.29 31.42 31.42 3.17 3.17 7.87 1.03 5.16 Male B A 2 D F E B 34 B C B C 6 6 2 1 5 1 1 3 A 5.41 5.41 36.91 36.91 2.57 2.57 9.38 1.08 5.94 Prefer not to say C C 6 C C C A 46 B C D E 7 1 3 5 1 1 2 4 A 6.14 6.14 34.92 34.92 4.17 4.17 6.84 1.07 4.94 Female E C 3 A C C A 48 A A A A 6 2 1 4 3 6 6 5 A 12.85 12.85 35.75 35.75 1.45 1.45 7.54 2.1 3.33 Prefer not to say C A 5 E D G A 51 A B B A 7 2 1 2 1 6 1 5 A 11.62 11.62 26.73 26.73 1.8 1.8 8.22 4.13 5.15 Female B C 2 E F C B 53 A C A C 6 5 1 1 1 1 1 4 A 7.09 7.09 34.04 34.04 1.36 1.36 8.56 2.52 4.17 Prefer not to say B D 1 E B G A 57 A C A A 1 3 2 6 2 2 1 5 A 13.69 13.69 23.19 23.19 5.63 5.63 6.73 3.17 6.99 Female C A 4 F E C B 60 D D B B 7 6 1 6 2 4 5 4 A 8.29 8.29 37.22 37.22 1.74 1.74 8.8 1.77 2.35 Female B C 4 E A D A 65 A C D A 6 1 2 1 1 2 1 3 A 5.17 5.17 28.07 28.07 7.63 7.63 9.42 3.88 1.09 Female B F 4 D A D B 70 B C B G 4 6 4 6 2 1 1 4 A 14.8 14.8 32.44 32.44 2.06 2.06 6.64 1.24 2.9 Female B A 4 H C B B 74 A C B D 4 5 1 5 3 3 1 3 A 6.64 6.64 28.52 28.52 4.14 4.14 7.33 1.07 1.33 Male C D 7 E B B B 77 A C B D 7 5 1 5 2 1 1 2 A 13.8 13.8 30.92 30.92 3.56 3.56 8.32 2.51 1.77 Male B C 3 D F C B 93 A C A B 6 6 5 7 7 3 2 4 A 12.63 12.63 23.61 23.61 3.13 3.13 9.07 1.17 5.11 Female B C 3 H A D B 97 B E B A 7 6 4 6 4 1 3 2 A 5.14 5.14 46.72 46.72 1.44 1.44 8.41 1.28 3.62 Female D A 2 A B C C 101 A C D E 7 2 1 6 5 1 3 4 A 7.77 7.77 23.56 23.56 1.98 1.98 9.22 3.11 2.2 Male D F 3 H B F C 107 A C B D 7 6 3 6 1 4 1 5 A 8.82 8.82 38.74 38.74 1.43 1.43 7.65 1.08 5.74 Female F B 7 D D D A 114 A C A G 4 6 1 6 1 1 1 4 A 14.75 14.75 46.05 46.05 5.91 5.91 9.22 1.39 2.69 Female B C 5 H A B A 118 B C B D 3 6 5 2 3 6 5 5 A 5.73 5.73 27.81 27.81 2.44 2.44 8.9 1.86 6.4 Female E F 5 E B C A 123 C B A C 6 4 1 4 2 4 1 2 A 12.73 12.73 30.8 30.8 5.32 5.32 7.74 2.49 1.96 Female B F 7 C B D B 129 B B B A 7 3 5 6 5 5 1 5 A 5.34 5.34 39.35 39.35 4.86 4.86 8.81 1.12 6.99 Prefer not to say D C 4 I A B B 134 D C C A 6 2 1 5 3 1 2 2 A 14.09 14.09 25.03 25.03 2.77 2.77 7.64 3.22 2.32 Prefer not to say C C 3 I F C A 137 B A B C 7 6 1 5 2 6 2 4 A 12.29 12.29 29.42 29.42 5.16 5.16 8.11 1.99 6.42 Female D D 7 E C B A 138 B A A E 7 6 1 6 2 5 2 5 A 14.89 14.89 37.03 37.03 1.44 1.44 8.6 1.65 3.39 Male B C 1 H C B B 140 A D A E 6 3 1 4 4 1 1 5 A 8.81 8.81 34.09 34.09 4.62 4.62 6.26 2.07 1.31 Female B B 2 C B F C 149 A B A A 6 6 2 1 3 1 2 6 A 11.43 11.43 35.39 35.39 1.6 1.6 7.2 1.35 3.85 Female C C 1 G F B A 154 A C D A 7 5 4 3 3 1 3 6 A 13.24 13.24 31.6 31.6 4.23 4.23 7.96 1.32 1.06 Male D C 3 I B F A 156 A A A D 7 3 1 6 1 1 6 5 A 14.21 14.21 35.87 35.87 2.83 2.83 9.35 3.5 2.25 Female G D 2 I B F B 162 A C A A 5 6 2 3 1 1 1 6 A 8.57 8.57 28.07 28.07 2.45 2.45 5.7 1.97 4.02 Male D F 1 D B C A 167 A C D E 5 6 1 1 2 4 1 4 A 8.51 8.51 34.12 34.12 4.69 4.69 8.18 2.86 4.55 Female B C 2 C B C B 168 A C B D 4 6 3 6 6 1 6 5 A 5.04 5.04 36.37 36.37 3.7 3.7 7.23 2.77 1.02 Male B C 2 E A B A 172 A D D E 7 3 1 5 1 1 1 6 A 13.33 13.33 33.72 33.72 6.57 6.57 7.84 1.92 4.22 Male D C 2 G C G A 174 A C B A 6 6 1 5 1 5 6 5 A 9.63 9.63 41.13 41.13 2.77 2.77 7.66 2.04 3.89 Male B C 3 D A B A 176 B B E E 6 6 1 2 1 6 1 5 A 13.07 13.07 31.32 31.32 3.38 3.38 7.67 2.19 1.64 Prefer not to say E C 7 F B B A 178 B E B G 7 6 1 5 1 4 1 5 A 11.21 11.21 25.73 25.73 3.14 3.14 8.54 1.01 1.34 Male B B 5 H A D A 181 B C B E 7 3 2 3 5 1 3 4 A 5.54 5.54 34.67 34.67 2.37 2.37 9.55 1.37 6.32 Female B C 6 E B E B 187 B A A A 6 6 1 7 1 6 1 5 A 5.1 5.1 21.98 21.98 4.84 4.84 9.44 1.86 4.04 Male G C 7 C B C B 194 A A B E 7 6 1 1 5 1 1 3 A 13.92 13.92 19.8 19.8 7.52 7.52 8.34 1.1 3.12 Male D C 1 I A C B 197 D D A D 5 2 5 2 1 5 2 2 A 13.96 13.96 27.69 27.69 5.64 5.64 8.14 1 6.98 Male C E 1 G A C A 199 A E A C 6 3 1 7 6 5 5 5 A 12.7 12.7 20.18 20.18 2.33 2.33 8.63 1.38 4.95 Female D D 2 H A F C 200 B C A E 7 5 1 4 1 3 5 3 A 14.87 14.87 30.33 30.33 3.33 3.33 9.56 1.09 4.43 Male C C 3 F B C B 1 A C B C 6 3 4 2 4 4 6 5 B 9.47 9.47 33.85 33.85 1.97 1.97 6.78 3.89 2.25 Prefer not to say D C 4 G B B A 3 B C A G 7 6 1 7 1 4 1 1 B 14.23 14.23 20.59 20.59 4.41 4.41 7.78 4.5 1.14 Female C A 2 H F B B 4 B C B B 4 5 4 1 2 4 1 5 B 11.59 11.59 42.13 42.13 3.3 3.3 8.79 3.46 2.58 Female G A 2 E B B A 7 B B B G 7 4 2 6 1 4 1 4 B 14.94 14.94 25.46 25.46 3.95 3.95 6.05 4.48 1.3 Prefer not to say D F 1 D B G B 9 B C D E 7 2 4 2 3 1 1 4 B 5.39 5.39 39.84 39.84 6.66 6.66 7.23 3.22 3.01 Male D F 5 D A C B 22 D D B A 7 1 1 2 1 1 1 4 B 14.86 14.86 36.32 36.32 3.3 3.3 7.02 4.03 1.9 Female D D 2 B B G A 24 A C A D 7 3 1 2 6 7 1 5 B 11.06 11.06 37.15 37.15 4.49 4.49 5.85 3.34 1.31 Female B A 2 I C C B 38 A A D G 6 6 5 1 1 1 1 4 B 5.16 5.16 41.85 41.85 5.64 5.64 7.22 4.58 3.76 Prefer not to say D C 3 C A G B 41 A C B A 5 4 2 6 1 1 6 4 B 9.04 9.04 41.3 41.3 5.36 5.36 7.72 2.92 1.94 Female B F 2 E C D D 52 A B A B 7 6 1 7 5 5 7 4 B 5.06 5.06 23.67 23.67 6.02 6.02 9.57 4.29 4.59 Male C C 1 E B B B 59 A C B A 6 5 1 2 5 1 1 5 B 5.68 5.68 22.46 22.46 4 4 7.73 4.34 3.87 Male E A 3 F B G D 61 A C D E 7 3 4 3 6 4 1 5 B 11.56 11.56 19.97 19.97 5.94 5.94 5.85 3.54 2.22 Male E C 2 D B E A 64 D A B A 7 4 1 1 1 1 2 5 B 12.32 12.32 29.83 29.83 4.59 4.59 5.6 4.8 2.53 Female D C 2 E A B A 68 B B B G 6 6 1 1 3 1 3 4 B 11.09 11.09 20.82 20.82 3.49 3.49 8.57 2.95 3.75 Female C C 2 A A C B 69 A C B F 4 6 7 1 5 2 2 4 B 15 15 39.4 39.4 3.45 3.45 8.11 4.09 2.23 Male C C 5 F C D B 78 A C B D 7 1 1 6 1 1 1 3 B 14.89 14.89 39.03 39.03 8.05 8.05 8.22 4.67 3.24 Male B B 2 E B F B 81 A C B C 6 4 4 6 4 1 1 5 B 14.1 14.1 25.2 25.2 4.25 4.25 6.81 4.32 5.65 Male B F 3 E B D B 84 B C B E 7 1 1 1 5 4 1 6 B 15 15 37.8 37.8 1.66 1.66 8.34 3.77 5.17 Male D C 4 G E B B 85 A C B D 5 5 2 6 6 1 1 3 B 15 15 25.99 25.99 2.68 2.68 7.33 3.46 1.69 Prefer not to say D A 1 A B E A 87 A A A G 4 3 1 1 1 1 7 5 B 12.8 12.8 28.56 28.56 5.26 5.26 7.2 4.92 1.38 Male B D 5 I B E B 91 D D A A 7 6 1 5 1 5 1 2 B 14.96 14.96 30.4 30.4 4.69 4.69 4.27 4.27 1.54 Female D E 4 F B D B 103 A B B C 7 6 4 5 3 1 1 6 B 5.91 5.91 23.81 23.81 2.91 2.91 6.22 3.96 3.46 Female B C 2 C C B B 104 B A A A 6 6 1 1 1 5 1 4 B 6.42 6.42 20.32 20.32 3.21 3.21 8.02 3.71 3.21 Male D F 2 F B D A 106 D C A A 7 6 2 7 1 4 1 5 B 7.88 7.88 38.98 38.98 2.29 2.29 7.11 3.14 1.93 Female D F 2 D B E A 108 B C D C 6 2 4 5 1 1 1 6 B 6.78 6.78 28.81 28.81 2.48 2.48 8.16 4.9 1.22 Female D C 1 F D B A 109 A D B C 7 1 2 2 7 6 2 1 B 9.37 9.37 26.27 26.27 3.91 3.91 7.07 4.9 1.71 Female B F 2 E A F B 111 B C B C 7 6 1 5 1 4 1 4 B 12.24 12.24 41.41 41.41 4.25 4.25 6.07 3.84 3.83 Female E F 3 D F C A 126 B C D C 6 6 4 1 1 2 6 4 B 12.93 12.93 46.25 46.25 1.75 1.75 5.7 4.8 3.48 Female C C 3 E B A A 127 A D C D 7 5 1 6 1 1 1 4 B 14.81 14.81 23.92 23.92 3.16 3.16 6.43 4.23 2.9 Female B F 6 D B C B 132 B C B E 7 6 2 1 1 1 2 4 B 6.27 6.27 24.24 24.24 3 3 6.03 2.54 4.1 Female E E 5 D C E A 135 B B D D 7 2 1 4 4 5 1 5 B 9.59 9.59 42.18 42.18 3.64 3.64 6.56 3.89 1.28 Female C C 4 E D B A 136 A C B D 6 1 1 1 5 1 2 4 B 14.87 14.87 23.35 23.35 2.81 2.81 6.1 4.59 1.32 Male C A 4 D B F B 141 A C B C 7 4 1 2 1 1 2 4 B 14.74 14.74 36.26 36.26 1.48 1.48 8.19 4.19 1.05 Male A C 1 F B D A 143 D A D A 6 2 4 7 1 7 6 5 B 6.96 6.96 32.31 32.31 4.58 4.58 9.33 3.6 1.28 Male E D 3 I B B B 144 B C A E 7 2 2 2 1 4 1 5 B 5.18 5.18 39.44 39.44 3.05 3.05 7.43 4.41 3.09 Female B C 2 E B D C 150 A C C B 7 6 1 7 2 6 1 3 B 9.14 9.14 28.07 28.07 2.44 2.44 7.05 3.86 3.29 Male C A 2 I E C B 152 A C B G 7 6 1 5 4 1 1 6 B 6.27 6.27 29.21 29.21 4.98 4.98 6.48 4.04 2.47 Prefer not to say C C 2 F E G C 161 A C A A 5 3 4 2 2 1 1 2 B 6.13 6.13 42.52 42.52 2.87 2.87 5.55 3.17 1.38 Male D A 3 D B F B 165 D B B C 6 6 1 4 1 6 1 5 B 7.05 7.05 29.88 29.88 2.89 2.89 6.68 3.32 1.11 Male C C 3 B F C B 166 B E D A 6 2 4 1 6 4 5 5 B 9.54 9.54 39.41 39.41 7.02 7.02 5.72 3.8 5.11 Female A F 3 G A B B 170 B C A D 7 3 1 5 3 5 1 3 B 5.53 5.53 28.94 28.94 5.89 5.89 6.99 4.16 2.46 Female E D 5 D E C B 177 B C D D 6 3 1 4 1 5 1 3 B 12.23 12.23 39.79 39.79 6.05 6.05 5.76 2.94 2.8 Male C A 1 G B C A 180 B C C A 7 1 4 4 1 6 1 6 B 14.93 14.93 18.66 18.66 2.98 2.98 6.17 3.13 3.26 Female C C 3 I A C A 182 A C D D 7 6 1 2 5 1 2 4 B 7.97 7.97 43.89 43.89 6.57 6.57 7.12 4 1.84 Female G C 2 G B G B 183 A A A C 6 7 4 5 2 1 1 2 B 7.32 7.32 40.56 40.56 3.14 3.14 6.93 4.34 1.36 Female B C 2 F B B B 184 B E A A 5 2 1 1 6 1 1 3 B 7.85 7.85 28.43 28.43 5.95 5.95 8.39 3.37 1.22 Female C C 1 I E F A 186 A C D E 6 2 1 2 2 6 2 2 B 11.66 11.66 38.05 38.05 3.34 3.34 6.78 4.5 1.26 Prefer not to say B C 2 D A A C 190 C C A E 7 6 1 4 2 6 1 4 B 14.5 14.5 36.04 36.04 3.23 3.23 4.76 4.02 2.8 Female D E 2 D F B B 191 A C E C 1 3 1 1 1 1 6 5 B 12.84 12.84 25.83 25.83 3.91 3.91 6.42 3.86 3.45 Prefer not to say C A 2 H A B A 192 C A B F 7 3 5 6 1 1 1 5 B 14.97 14.97 20.78 20.78 1.57 1.57 8.37 4.92 2.1 Prefer not to say C B 1 H A D A 5 A C B A 6 4 3 1 1 3 6 4 C 5.36 5.36 38.54 38.54 5.58 5.58 9.66 3.99 6.11 Male D A 5 D B G A 10 A C B C 6 6 4 2 1 3 1 5 C 10.18 10.18 42.43 42.43 4.28 4.28 4.28 3.6 4.44 Prefer not to say G A 2 C E D B 14 A C D E 6 1 1 7 1 6 1 6 C 13.47 13.47 22.57 22.57 4.07 4.07 4.61 1.85 6.28 Female D A 2 I E D B 27 A C B C 7 6 4 1 1 1 1 3 C 13.16 13.16 42.64 42.64 4.51 4.51 5.2 3.76 6.29 Male E C 1 A B C B 36 B C D A 4 5 1 4 2 4 1 5 C 12.01 12.01 43.1 43.1 2.13 2.13 4.96 3.2 5.39 Female E C 3 H A C B 37 A B B A 6 6 4 2 3 6 1 5 C 5.01 5.01 30.78 30.78 5.61 5.61 9.99 2.7 5.42 Prefer not to say C C 1 D B E B 42 B A E F 3 6 4 3 2 6 4 4 C 5.21 5.21 30.71 30.71 2.51 2.51 9.56 3.28 3.96 Male D F 1 E B C A 44 A D D D 7 2 1 7 1 5 2 5 C 14.63 14.63 22.44 22.44 1.62 1.62 9.66 3.04 6.9 Male E C 3 G A B A 45 B A D A 6 1 1 3 2 5 5 5 C 8.17 8.17 29.5 29.5 3.41 3.41 4 1.41 4.57 Prefer not to say C F 1 D A F A 49 A C B D 6 6 5 6 1 5 1 2 C 13.92 13.92 18.05 18.05 2.74 2.74 9.91 1.99 6.85 Female B A 3 I E C C 54 A B B D 7 1 5 2 6 4 1 4 C 14.41 14.41 45.19 45.19 1.88 1.88 4.03 1.86 3.55 Female D C 5 D B C B 62 B C B E 6 3 1 6 2 4 1 2 C 12.86 12.86 17.43 17.43 6.18 6.18 4.1 3.19 6.41 Female C D 2 B A C A 67 B C E A 6 1 4 1 5 4 1 4 C 13.96 13.96 41.19 41.19 2.58 2.58 9.13 2.06 5.98 Male B D 5 G A E B 72 B A A C 5 5 1 1 2 5 6 5 C 11.9 11.9 28.57 28.57 2.36 2.36 7.97 2.05 3.48 Prefer not to say D A 3 F B C A 79 B C D D 6 3 1 4 5 6 3 4 C 5.23 5.23 37.01 37.01 4.35 4.35 9.01 3.99 6.58 Prefer not to say C C 1 I B G C 80 B E B A 7 4 1 3 1 4 1 2 C 14.78 14.78 26.63 26.63 4.9 4.9 9.97 3.42 6.42 Prefer not to say D A 3 D D B D 82 D C C E 7 1 4 1 5 1 1 5 C 10.59 10.59 20.16 20.16 5.9 5.9 6.21 3.52 4.59 Prefer not to say C C 1 C B B B 88 B D D E 7 2 1 2 2 2 2 4 C 14.5 14.5 34.87 34.87 2.83 2.83 6.16 3.27 6.03 Male C F 4 E B D B 90 A B C D 6 3 3 6 1 4 1 4 C 9.18 9.18 36.87 36.87 3.52 3.52 8.94 4 5.57 Female B F 5 G B E A 94 B B D A 4 3 2 2 3 3 5 5 C 7.65 7.65 25.91 25.91 2.82 2.82 8.91 2.34 5.05 Male A F 1 H C C B 96 B C D A 5 6 1 6 1 1 1 3 C 11.79 11.79 28.98 28.98 4.84 4.84 9.15 1.5 3.49 Male D F 3 G B E A 98 B D C C 6 6 1 5 1 2 1 4 C 6.87 6.87 23.25 23.25 2.48 2.48 9.86 1.34 5.64 Female D C 2 I B D A 102 B A B A 6 6 1 1 1 6 1 5 C 5.73 5.73 35.37 35.37 3.2 3.2 4.23 2.17 5.98 Female B C 3 B D B B 105 A C A A 6 5 4 1 1 4 2 2 C 13.71 13.71 26.28 26.28 3.21 3.21 4.27 1.52 6.3 Female D C 7 B C B B 112 C B D A 6 1 1 1 5 5 4 6 C 13.25 13.25 35.57 35.57 6.51 6.51 5.67 1.62 5.06 Female C C 3 F D C C 113 A B A D 7 5 1 6 1 1 5 6 C 12.17 12.17 28.61 28.61 2.64 2.64 6.15 4.46 3.86 Male E D 3 D A G B 116 B E A C 5 2 1 5 3 6 4 2 C 9.02 9.02 39.23 39.23 1.61 1.61 5.08 2.68 6.15 Female D A 5 H F F A 119 B D A D 6 1 1 5 1 1 2 4 C 5.18 5.18 44.74 44.74 2.85 2.85 5.79 3.26 5.29 Prefer not to say D A 4 B A B B 122 A C D D 7 6 1 6 3 1 3 2 C 12.18 12.18 38.98 38.98 3.12 3.12 9.1 3.94 6.59 Female C C 3 D B C A 124 B C B D 6 4 4 5 5 1 1 5 C 14.79 14.79 37.34 37.34 5.24 5.24 9.87 1.15 5.07 Female E A 2 F A G A 130 B B B C 7 6 3 6 1 6 1 6 C 5.84 5.84 36.43 36.43 3.98 3.98 4.02 1.7 5.61 Prefer not to say C B 7 H A B B 131 A D B C 5 5 1 2 4 4 1 1 C 12.99 12.99 32.28 32.28 4.66 4.66 4.22 4.11 6.12 Female D D 6 F E E A 145 A A E E 7 1 1 4 7 1 1 6 C 7.48 7.48 22.83 22.83 2.82 2.82 4.01 1.02 5.37 Female G F 4 B B C B 146 A C A B 4 6 4 2 3 6 1 5 C 10.47 10.47 25.23 25.23 4.04 4.04 5.33 3.04 5.02 Male C C 1 H A C A 164 B D D E 7 1 2 5 6 4 1 4 C 14.94 14.94 33.98 33.98 3.7 3.7 7.57 1.99 5.88 Prefer not to say C F 2 D F B B 171 A C B C 4 6 4 4 3 1 1 6 C 5.64 5.64 23.84 23.84 3.72 3.72 4.02 2.54 6.13 Female E D 2 G B B A 173 A C B D 6 6 1 2 1 5 2 5 C 14.82 14.82 43.12 43.12 7.1 7.1 6.4 1.38 5.07 Female E F 4 E E B B 175 A B B E 6 6 5 6 1 2 3 5 C 14.92 14.92 35.13 35.13 3.17 3.17 6.65 3.45 4.86 Prefer not to say E D 2 D A B A 188 B B B C 7 1 4 6 1 6 1 5 C 12.59 12.59 46.16 46.16 3.46 3.46 9.78 4.41 6.25 Prefer not to say D C 2 H B D A 193 B C E C 4 6 2 2 1 1 6 5 C 7.73 7.73 38.1 38.1 6.51 6.51 6.87 4.02 5.34 Male D C 1 F E F A 195 A C B D 6 6 2 4 2 6 2 5 C 5.01 5.01 25.89 25.89 5.48 5.48 4 2.06 6.58 Female C F 2 F B B A 196 A B D D 2 6 4 1 3 6 3 4 C 14.95 14.95 49.3 49.3 3.74 3.74 4.66 2.69 5.29 Female C A 4 E A D A 2 B C B C 7 3 1 5 2 1 1 5 D 13 13 19.52 19.52 1.32 1.32 6.75 2.63 4.1 Female D C 3 H A C B 6 A A B D 7 6 3 5 1 6 1 2 D 14.91 14.91 21.57 21.57 4.36 4.36 6.02 1.52 6.9 Female D B 1 F F F A 8 A C B C 4 2 4 5 1 4 5 1 D 14.76 14.76 19.93 19.93 4.16 4.16 5.37 3.44 3.34 Female D F 2 C F F C 11 B C B C 6 5 2 3 5 3 1 3 D 15 15 33.2 33.2 3.2 3.2 4.55 4.24 3.99 Female E C 1 D D G A 17 B D B D 5 2 4 1 1 1 1 4 D 14.84 14.84 24.58 24.58 2.77 2.77 4.71 1.01 1.22 Female G F 3 C A B A 25 B B E D 7 6 4 5 5 5 1 5 D 14.95 14.95 23.82 23.82 2.18 2.18 5.1 2.53 3.55 Male C F 2 D B E B 29 A C A E 4 3 1 5 5 2 1 3 D 14.99 14.99 44.02 44.02 4.67 4.67 4.68 1.43 4.69 Male E A 3 D C C A 30 D B D A 6 6 2 5 1 5 5 5 D 9.48 9.48 33.21 33.21 3.95 3.95 4.12 1.47 5.85 Male G C 4 D A C A 31 A A D E 7 2 2 2 1 1 1 4 D 14.56 14.56 23.65 23.65 4.96 4.96 4.68 2.18 3.84 Female G D 2 E B E B 32 A C D A 7 6 4 1 3 1 1 3 D 14.96 14.96 34.2 34.2 4.46 4.46 4.12 4.92 6.22 Female E E 3 I F G A 35 A E B A 4 6 2 4 1 1 5 4 D 6.54 6.54 24.4 24.4 2.49 2.49 7.69 3.13 4.25 Male D D 1 C E E A 39 A B C D 4 5 5 1 2 6 2 5 D 5.1 5.1 31.34 31.34 1.89 1.89 5.38 1.02 2.28 Prefer not to say E C 3 G B C A 40 B B B G 6 2 5 4 1 1 1 5 D 5.13 5.13 27.9 27.9 3.96 3.96 4.98 2 2.8 Prefer not to say B C 2 F B F C 43 D C D A 6 5 1 1 1 1 1 6 D 5.17 5.17 27.37 27.37 3.49 3.49 5.56 1.5 4.12 Female D E 3 H B A A 47 A B A F 6 3 4 4 6 1 2 4 D 14.63 14.63 23.92 23.92 3.32 3.32 4.07 4.21 2.87 Male B C 2 H B B B 50 A C A D 6 6 1 2 2 1 1 5 D 10.11 10.11 20.99 20.99 3.4 3.4 6.29 5 2.73 Male D A 3 C E B D 55 A B B C 7 1 2 3 1 1 1 4 D 12.49 12.49 22.38 22.38 2.69 2.69 4.73 1.32 5.12 Female D C 4 I A C B 56 D C A E 6 2 1 1 4 2 1 5 D 8.18 8.18 31.25 31.25 3.73 3.73 6.81 2.56 2.15 Prefer not to say C C 3 G E C A 58 A C B A 6 6 1 7 1 4 1 3 D 13.01 13.01 24.67 24.67 3.51 3.51 4.08 3.7 4.95 Female F D 4 G B E B 63 D C A C 1 6 7 7 1 1 1 2 D 11.82 11.82 21.12 21.12 5.04 5.04 5.26 3.54 5.64 Female C A 1 E B B A 66 A E B D 6 6 2 1 1 1 5 4 D 6.15 6.15 27.61 27.61 3.76 3.76 4.23 4.63 4.39 Male E A 1 E B B B 71 A C D G 7 6 4 3 1 1 1 4 D 5.46 5.46 34.13 34.13 4.01 4.01 5.04 1.27 3.78 Male B F 2 H B C B 73 A D B A 7 6 1 1 4 1 2 2 D 7.35 7.35 21.27 21.27 3.1 3.1 5.75 1.2 4.49 Female D A 5 H B C B 75 B C C C 7 2 5 3 5 2 2 4 D 13.95 13.95 34.13 34.13 6.66 6.66 7.9 2.4 5.06 Male A A 5 H B B A 76 B A D E 7 2 5 1 1 1 2 3 D 14.04 14.04 26.83 26.83 2.48 2.48 4.03 2.03 3.59 Male E C 2 I B C A 83 A A C F 4 6 2 3 5 6 4 4 D 12.74 12.74 43.27 43.27 4.53 4.53 6.87 1.51 6.29 Female C A 3 E B C A 86 B D C G 7 3 1 2 5 4 6 5 D 5.06 5.06 35.91 35.91 1.63 1.63 5.74 1.3 5.64 Male A E 1 F B B B 89 B B B C 7 6 5 3 1 6 1 4 D 5.26 5.26 42.7 42.7 5.11 5.11 6.36 2.05 3.76 Prefer not to say D C 1 C A F A 92 B C B B 7 3 1 1 2 5 2 1 D 7 7 34.84 34.84 4.31 4.31 5.57 4.61 4.88 Male D C 3 G A D B 95 B B A A 4 3 4 6 6 1 2 4 D 12.43 12.43 45.66 45.66 3.36 3.36 6.31 4.49 2.53 Female C F 1 D B B B 99 A C A G 6 5 2 6 1 5 6 5 D 5.37 5.37 26.11 26.11 3.93 3.93 4.02 2.59 3.47 Male D A 6 I B C B 100 B C B A 5 1 1 6 5 7 5 6 D 8.14 8.14 47.59 47.59 4.68 4.68 4.19 2.15 5.52 Prefer not to say C A 2 G B E B 110 A C D D 7 3 4 2 1 5 2 2 D 7.46 7.46 26 26 5.04 5.04 4.74 2.82 2.41 Male B A 4 F C B A 115 A C D E 3 1 1 2 1 4 6 3 D 5.21 5.21 34.67 34.67 2.47 2.47 4.39 3.85 4.15 Prefer not to say C C 2 D A B A 117 B D B D 6 4 5 6 2 5 4 5 D 11.11 11.11 44.4 44.4 3.65 3.65 7.77 4.93 2.59 Female E A 2 E A C A 120 A D B A 7 6 4 1 1 6 1 3 D 8.71 8.71 27.98 27.98 4.2 4.2 4.16 4.41 4.71 Male G C 3 H B A B 121 A E A D 4 6 2 3 3 6 3 5 D 11.36 11.36 37.16 37.16 2.74 2.74 6.02 2.67 2.99 Male D C 2 C D E A 125 B A D E 4 5 2 3 1 1 1 3 D 13.71 13.71 21.97 21.97 3.6 3.6 4.14 3.97 3.58 Female D C 1 D F E A 128 B B A A 7 6 1 2 5 1 1 4 D 8.91 8.91 27.41 27.41 5.39 5.39 7.92 4.82 5.84 Male B C 1 F B B A 133 B E D B 6 1 1 1 1 4 2 6 D 7.41 7.41 25.04 25.04 2.96 2.96 5.96 5 4.99 Prefer not to say D C 2 B B C B 139 A B B C 7 6 1 5 1 4 2 1 D 5.19 5.19 31.66 31.66 5.76 5.76 4.58 1.53 2.05 Male B C 4 H F C A 142 A C D E 7 2 1 4 2 1 3 5 D 8.95 8.95 43.19 43.19 1.65 1.65 8.1 1.02 4.27 Female E F 2 D B B A 147 A C D A 5 6 1 5 1 1 3 5 D 9.85 9.85 23.47 23.47 3.11 3.11 4.03 1.18 4.2 Prefer not to say D C 2 F A C B 148 A C C E 6 6 2 2 6 4 1 5 D 9.39 9.39 31.92 31.92 2.05 2.05 5.46 2.78 4.6 Female B C 2 F B F B 151 A A B E 6 6 1 6 1 2 1 6 D 10.64 10.64 24.18 24.18 2.38 2.38 7.32 4.98 2.43 Prefer not to say B C 2 F E B A 153 B A B F 4 6 4 7 3 3 7 5 D 7.76 7.76 21.4 21.4 4.9 4.9 4.42 3.71 5.7 Female B A 3 D F B A 155 A D D E 6 1 1 6 2 6 1 2 D 7.53 7.53 25.76 25.76 1.31 1.31 4.08 1.37 2.71 Female C F 1 D E C C 157 B B B D 7 2 4 1 5 4 1 4 D 5.01 5.01 30.62 30.62 6.63 6.63 4.15 3.23 2.32 Male B C 2 E B E B 158 A C A E 6 3 1 1 1 4 1 4 D 5.24 5.24 27.33 27.33 4.41 4.41 4.22 1.67 5.33 Female B C 1 H A B B 159 A C D A 3 6 5 6 1 4 1 3 D 13.55 13.55 48.7 48.7 3.63 3.63 4.46 4.99 4.68 Prefer not to say G C 2 D F F C 160 A C E A 6 5 3 5 1 4 1 4 D 12.41 12.41 41.1 41.1 4.02 4.02 6.84 3.92 5.73 Male D F 5 D A A A 163 A C A E 6 3 2 2 1 4 1 2 D 5.02 5.02 24.79 24.79 3.81 3.81 5.4 4.99 3.45 Female E C 2 E B D A 169 A C A C 6 6 2 4 2 4 5 2 D 8.38 8.38 35.03 35.03 6.62 6.62 5.39 1.1 4.49 Female F D 1 C B D C 179 B C B A 7 2 2 5 1 2 1 1 D 9.89 9.89 22.95 22.95 1.72 1.72 5.19 3.56 4.56 Female E D 2 H B E B 185 A A B D 6 2 1 5 1 1 1 4 D 11.63 11.63 36.83 36.83 3.64 3.64 5.22 4.96 4.89 Female A C 2 G F B B 189 B B B C 6 5 1 2 2 2 1 4 D 14.45 14.45 27.45 27.45 2.76 2.76 4.05 5 2.47 Male E A 2 A B D C 198 A B A A 7 6 2 4 1 1 3 4 D 11.83 11.83 40.39 40.39 2.27 2.27 5.41 1.45 3.49 Prefer not to say C C 5 C A B C 17.42
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Indigenous Australian Entrepreneurs Exami Calculus (people influence of  others) processes that you perceived occurs in this specific Institution Select one of the forms of stratification highlighted (focus on inter the intersectionalities  of these three) to reflect and analyze the potential ways these ( American history Pharmacology Ancient history . Also Numerical analysis Environmental science Electrical Engineering Precalculus Physiology Civil Engineering Electronic Engineering ness Horizons Algebra Geology Physical chemistry nt When considering both O lassrooms Civil Probability ions Identify a specific consumer product that you or your family have used for quite some time. This might be a branded smartphone (if you have used several versions over the years) or the court to consider in its deliberations. Locard’s exchange principle argues that during the commission of a crime Chemical Engineering Ecology aragraphs (meaning 25 sentences or more). Your assignment may be more than 5 paragraphs but not less. INSTRUCTIONS:  To access the FNU Online Library for journals and articles you can go the FNU library link here:  https://www.fnu.edu/library/ In order to n that draws upon the theoretical reading to explain and contextualize the design choices. Be sure to directly quote or paraphrase the reading ce to the vaccine. Your campaign must educate and inform the audience on the benefits but also create for safe and open dialogue. A key metric of your campaign will be the direct increase in numbers.  Key outcomes: The approach that you take must be clear Mechanical Engineering Organic chemistry Geometry nment Topic You will need to pick one topic for your project (5 pts) Literature search You will need to perform a literature search for your topic Geophysics you been involved with a company doing a redesign of business processes Communication on Customer Relations. Discuss how two-way communication on social media channels impacts businesses both positively and negatively. Provide any personal examples from your experience od pressure and hypertension via a community-wide intervention that targets the problem across the lifespan (i.e. includes all ages). Develop a community-wide intervention to reduce elevated blood pressure and hypertension in the State of Alabama that in in body of the report Conclusions References (8 References Minimum) *** Words count = 2000 words. *** In-Text Citations and References using Harvard style. *** In Task section I’ve chose (Economic issues in overseas contracting)" Electromagnetism w or quality improvement; it was just all part of good nursing care.  The goal for quality improvement is to monitor patient outcomes using statistics for comparison to standards of care for different diseases e a 1 to 2 slide Microsoft PowerPoint presentation on the different models of case management.  Include speaker notes... .....Describe three different models of case management. visual representations of information. They can include numbers SSAY ame workbook for all 3 milestones. You do not need to download a new copy for Milestones 2 or 3. When you submit Milestone 3 pages): Provide a description of an existing intervention in Canada making the appropriate buying decisions in an ethical and professional manner. Topic: Purchasing and Technology You read about blockchain ledger technology. Now do some additional research out on the Internet and share your URL with the rest of the class be aware of which features their competitors are opting to include so the product development teams can design similar or enhanced features to attract more of the market. The more unique low (The Top Health Industry Trends to Watch in 2015) to assist you with this discussion.         https://youtu.be/fRym_jyuBc0 Next year the $2.8 trillion U.S. healthcare industry will   finally begin to look and feel more like the rest of the business wo evidence-based primary care curriculum. Throughout your nurse practitioner program Vignette Understanding Gender Fluidity Providing Inclusive Quality Care Affirming Clinical Encounters Conclusion References Nurse Practitioner Knowledge Mechanics and word limit is unit as a guide only. The assessment may be re-attempted on two further occasions (maximum three attempts in total). All assessments must be resubmitted 3 days within receiving your unsatisfactory grade. You must clearly indicate “Re-su Trigonometry Article writing Other 5. June 29 After the components sending to the manufacturing house 1. In 1972 the Furman v. Georgia case resulted in a decision that would put action into motion. Furman was originally sentenced to death because of a murder he committed in Georgia but the court debated whether or not this was a violation of his 8th amend One of the first conflicts that would need to be investigated would be whether the human service professional followed the responsibility to client ethical standard.  While developing a relationship with client it is important to clarify that if danger or Ethical behavior is a critical topic in the workplace because the impact of it can make or break a business No matter which type of health care organization With a direct sale During the pandemic Computers are being used to monitor the spread of outbreaks in different areas of the world and with this record 3. Furman v. Georgia is a U.S Supreme Court case that resolves around the Eighth Amendments ban on cruel and unsual punishment in death penalty cases. The Furman v. Georgia case was based on Furman being convicted of murder in Georgia. Furman was caught i One major ethical conflict that may arise in my investigation is the Responsibility to Client in both Standard 3 and Standard 4 of the Ethical Standards for Human Service Professionals (2015).  Making sure we do not disclose information without consent ev 4. Identify two examples of real world problems that you have observed in your personal Summary & Evaluation: Reference & 188. Academic Search Ultimate Ethics We can mention at least one example of how the violation of ethical standards can be prevented. Many organizations promote ethical self-regulation by creating moral codes to help direct their business activities *DDB is used for the first three years For example The inbound logistics for William Instrument refer to purchase components from various electronic firms. During the purchase process William need to consider the quality and price of the components. In this case 4. A U.S. Supreme Court case known as Furman v. Georgia (1972) is a landmark case that involved Eighth Amendment’s ban of unusual and cruel punishment in death penalty cases (Furman v. Georgia (1972) With covid coming into place In my opinion with Not necessarily all home buyers are the same! When you choose to work with we buy ugly houses Baltimore & nationwide USA The ability to view ourselves from an unbiased perspective allows us to critically assess our personal strengths and weaknesses. This is an important step in the process of finding the right resources for our personal learning style. Ego and pride can be · By Day 1 of this week While you must form your answers to the questions below from our assigned reading material CliftonLarsonAllen LLP (2013) 5 The family dynamic is awkward at first since the most outgoing and straight forward person in the family in Linda Urien The most important benefit of my statistical analysis would be the accuracy with which I interpret the data. The greatest obstacle From a similar but larger point of view 4 In order to get the entire family to come back for another session I would suggest coming in on a day the restaurant is not open When seeking to identify a patient’s health condition After viewing the you tube videos on prayer Your paper must be at least two pages in length (not counting the title and reference pages) The word assimilate is negative to me. I believe everyone should learn about a country that they are going to live in. It doesnt mean that they have to believe that everything in America is better than where they came from. It means that they care enough Data collection Single Subject Chris is a social worker in a geriatric case management program located in a midsize Northeastern town. She has an MSW and is part of a team of case managers that likes to continuously improve on its practice. The team is currently using an I would start off with Linda on repeating her options for the child and going over what she is feeling with each option.  I would want to find out what she is afraid of.  I would avoid asking her any “why” questions because I want her to be in the here an Summarize the advantages and disadvantages of using an Internet site as means of collecting data for psychological research (Comp 2.1) 25.0\% Summarization of the advantages and disadvantages of using an Internet site as means of collecting data for psych Identify the type of research used in a chosen study Compose a 1 Optics effect relationship becomes more difficult—as the researcher cannot enact total control of another person even in an experimental environment. Social workers serve clients in highly complex real-world environments. Clients often implement recommended inte I think knowing more about you will allow you to be able to choose the right resources Be 4 pages in length soft MB-920 dumps review and documentation and high-quality listing pdf MB-920 braindumps also recommended and approved by Microsoft experts. The practical test g One thing you will need to do in college is learn how to find and use references. References support your ideas. College-level work must be supported by research. You are expected to do that for this paper. You will research Elaborate on any potential confounds or ethical concerns while participating in the psychological study 20.0\% Elaboration on any potential confounds or ethical concerns while participating in the psychological study is missing. Elaboration on any potenti 3 The first thing I would do in the family’s first session is develop a genogram of the family to get an idea of all the individuals who play a major role in Linda’s life. After establishing where each member is in relation to the family A Health in All Policies approach Note: The requirements outlined below correspond to the grading criteria in the scoring guide. At a minimum Chen Read Connecting Communities and Complexity: A Case Study in Creating the Conditions for Transformational Change Read Reflections on Cultural Humility Read A Basic Guide to ABCD Community Organizing Use the bolded black section and sub-section titles below to organize your paper. For each section Losinski forwarded the article on a priority basis to Mary Scott Losinksi wanted details on use of the ED at CGH. He asked the administrative resident