Retention Survey Instructions: This questionnaire includes a series of multiple choice, yes/no, numerical and open-ended questions. To record your responses, either select the box or boxes that correspond to your answer choice or type your answer in the space provided. Please use the navigation buttons located at the bottom of this window to move back […]
Retention Survey
Instructions:
This questionnaire includes a series of multiple choice, yes/no, numerical and open-ended
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- CS628 – Data Science Week 12 Assignment Monroe College Note: Read the resources posted in week 12 folder and the chapter 7 of the ebook in the week 12 folder (Python for Data Analysis). Solve the following problems 1 to 3, work with the Nutrition_subset data set. The data set contains the weight in grams along with the amount of saturated fat and the amount of cholesterol for a set of 961 foods. Use Python. 1. The elements in the data set are food items of various sizes, ranging from a teaspoon of cinnamon to an entire carrot cake. a. Sort the data set by the saturated fat (saturated_fat) and produce a listing of the five food items highest in saturated fat. b. Comment on the validity of comparing food items of different sizes. 2. Derive a new variable, saturated_fat_per_gram, by dividing the amount of saturated fat by the weight in grams. a. Sort the data set by saturated_fat_per_gram and produce a listing of the five food items highest in saturated fat per gram. b. Which food has the most saturated fat per gram? 3. Derive a new variable, cholesterol_per_gram. a. Sort the data set by cholesterol_per_gram and produce a listing of the five food items highest in cholesterol fat per gram. b. Which food has the most cholesterol fat per gram? Solve the following problems 4 to 6, work with the adult_ch3_training data set. The response is whether income exceeds $50,000. Use Python. 4. Add a record index field to the data set. 5. Determine whether any outliers exist for the education field. 6. Do the following for the age field. a. Standardize the variable. b. Identify how many outliers there are and identify the most extreme outlier.
- Accessibility Assignment: (30 points) Due: March 24th, 2024 11:59 PM EST This assignment addresses your Global Awareness Outcome, Students will be able to conduct a multi-perspective analysis (locally and internationally) of physical and programmatic accessibility for people with disabilities within the context of recreation, leisure, and sport facilities. The purpose of this project is to provide students an opportunity to apply their knowledge about inclusion and accessibility. Students will complete a physical and programmatic accessibility survey. These surveys can be used to help include people with disabilities in community recreation and sport programs and a summary of findings, recommendations for compliance, and an analysis of the spirit of the ADA will be reported in a paper. A letter synthesizing the findings will also be written to the facility manager. Choose a recreation, leisure, or sport setting to conduct the Accessibility Assignment. Please choose from a local park and recreation department, non-profit recreation facility, or a private recreation facility. Examples include a park, recreation community center, stadium, ballpark, bowling alley, fitness center or gym, library, museum, hotel/resort, etc.) The older the facility, the more interesting it will be for you. Also, do not choose a building that was newly built in the past year. NOTE: THE SITE CHOOSEN IS : Address: North Beach City Park , 111 S Surf Rd Hallandale Beach, FL 33009 United States For your site , you must have atleast 5 pictures with a digital device (camera or phone) of different areas you are surveying in your ADA Checklist for Existing Facilities (e.g. parking lot, entrances, doors, ramps, restroom stalls, elevators, water fountains, etc.). One of these 5 must include a picture of yourself at the site to get credit for the entire assignment! Each student will need to submit his/her own pictures as part of this assignment in his/her individual journal. While you are at your site, obtain or draw a bird’s eye view/floor plan/map of your site or building and provide labels of areas. Your facility may also have a floor plan/map on their website you can submit. Each student will need to submit this floor plan/map as part of this assignment (if in pairs you can submit the same floor plan/map but submit it individually in each of your journals). You can turn in the floor plan/map several ways: ◦ You can scan and submit your original drawing ◦ You can redraw your plan digitally in a word document on the computer and then submit this ◦ You can turn in the sites floor plan/map from the website or as a photo (this would be in addition to the 5 photos you turn in above) 11 Each student must develop his/her own unique paper!!! It will be no less than 4 and no more than 6, typed and double-spaced with consecutively numbered pages in APA format (not including cover page or reference page). An individually written professional letter to the facility manager will also be included at the end of the paper but not count towards this page limit. Your paper will also be uploaded to Turnitin for grading purposes. If your paper shows plagiarism (from any content that is not cited from its appropriate source and/or that is copied directly from other students’ paper(s) in Turnitin, you will receive a 0 for the entire project and/or fail the course. 12 In summary, for this Accessibility Assignment, each student will submit a completed ADA Checklist for Existing Facilities, paper (with letter) in one document, 5 photos (with one of the student in it), and the view/floor plan directly in his/her journal entry (to make sure I have all the documents in one area). The completed ADA Checklist for Existing Facilities (word file), 5 photos, and view/floor plan and will be graded in the journal (worth up to 5 points). Each student will also upload his/her paper (with letter) in one document to Turnitin and it will be graded there (worth up to 25 points). Instructions for the Accessibility Paper and Letter: (25 points) Note: For parts b and c (barriers and recommendations to improve upon the barrier), you will need to indicate where in the ADA Checklist for Existing Facilities (i.e. the standard # in the checklist) the barrier/recommendation is discussed. You must organize your paper using the following headings a-d (APA style): 1 Advantages:(5 points) Describe those aspects from your survey of the recreation setting (physical and programmatic), that have been made accessible and would provide opportunities for inclusive recreation participation. Make sure to include the summary of the positive/accessible areas from each priority of your completed ADA Checklist for Existing Facilities and Recreational Checklist. 2 Barriers: (5 points) Describe the physical and programmatic barriers that are present that would inhibit or limit participation by people with disabilities. Identify people with disabilities who may be influenced by these barriers, and how they would be influenced. Make sure to include the summary of the inaccessible areas and the Standard # in that area from each priority of your completed ADA Checklist for Existing Facilities or Recreational Checklist. 3 Accessibility Recommendations: (5 points) Provide a list of specific recommendations for how the agency could improve accessibility based on the barriers you found. Again, using the Standard #, designate which of your recommendations should be implemented to be in compliance with the law. Also, indicate which of your recommendations, although not legally required, would be in keeping with the spirit of the law, and would reflect a general commitment to inclusive recreation participation. 4 Grammar: (2.5 points) 5 APA Format: (2.5 points) Professional Letter to Facility Manager: (5 points) 1 Each student must also write a professional letter (a few paragraphs) to the manager/person in charge of the facility. The purpose of the letter is to thank him/her for assisting you with this learning opportunity. Also, provide and accentuate the positive outcomes that you found as a result of completing the checklist and provide a brief summary of what you found that could be changed. This will be turned in as the last page of your paper after your reference list and is NOT part of your page limit. Do NOT send the letter to the facility. After I grade and provide feedback on your project, you can make changes to the letter and send it to the facility manager if you feel comfortable doing so. Please refer to the following resource in formatting your professional letter: part 2: Please submit the following items here for your Accessibility Assignment: • Insert your 5 pictures of your site of areas surveyed from the ADA Checklist for Existing Facilities and you must be in one to receive credit for this portion of the project. • Insert (as picture) or attach (as document) your floor plan. • Attach your completed ADA Checklist for Existing Facilities. • Paper and letter in one document This portion of your assignment is worth 5 points.