BUSINESS ANALYTICS AG1

Business Analytics AG1 - Business & Finance
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Submission Instruction:  Individual or Group Submission (groups of 2-4),  Only one word document (.doc or .docx) by one student from each group,  Pay attention to the due date and try to make timely submissions (penalty for late submissions)  Put a table in the first page and include names, student IDs, and a group photo for verification.  The solution will be briefly discussed in class (in the first session after the due date). Chapter 2: Descriptive Statistics ABC Real Estate Company renovates and sells houses in different areas of Los Angeles. A sample of 50 houses was selected from their previous year’s final sales (Date File: CH2). Selling price, size, location (name, population, jobless rate), and type of the houses are included in the dataset. The company would like to use the sample data to determine the average house price in different regions, and whether or not area population and jobless rate play any role in the prices. Use the methods of descriptive statistics to learn about the ABC Real Estate Company’s activities. Include the following in your report. 1. Graphical and numerical summaries to display the scope of company’s activities in terms of house sizes, prices, and locations (tables and histograms). Discuss what you learn about the company in terms of its variety of operations. 2. Summarize the frequency, selling price, size (ft2), and price per ft2 for different house types in different neighborhoods. Try to come up with valuable insights. For example, which neighborhood is more expensive; are detached houses on average larger than condominiums, any exceptions, etc. Is there any limitation in extracting insights? 3. Develop scatter diagrams to explore the relationship between the average price per ft2 and area’s characteristics (e.g. population and jobless rate). Use the vertical axis for price per ft2. Compute the sample correlation coefficients to support your observations. 4. Is there any linear relationship observable between house sizes and per-ft2 prices? Does it make sense? Chapter 3: Data Visualization The file TaxData contains information from federal tax returns filed in 2007 for all counties in the United States (3,142 counties in total). Use the data-visualization methods presented in this chapter to explore these data on CH3 file and discover relationships between the variables. Include the following in your report: 1. First add two new columns to compute Average Adjusted Gross Income and Average Wages and Salaries Income per return (report/family), both in thousands, for each county (Hint: average income would be total income divided by total number of tax returns). 2. Create a frequency distribution, cumulative relative frequency distribution, and histogram for Average Adjusted Gross Income per return in U.S. counties. Use bin sizes of 5. Interpret the results. Do any data points appear to be outliers in this disData Selling Price ($) Size (ft2) Location Area Population Jobless Rate Type 787,000 2301 Fairview 59000 0.03 Detached 703,000 1871 Fairview 59000 0.03 Detached 538,000 1432 Fairview 59000 0.03 Detached 661,000 1629 Fairview 59000 0.03 Detached 560,000 1410 Fairview 59000 0.03 Detached 521,000 1436 Fairview 59000 0.03 Detached 653,000 1666 Fairview 59000 0.03 Condo 750,000 1995 Fairview 59000 0.03 Condo 736,000 1710 Fairview 59000 0.03 Detached 754,000 1766 Fairview 59000 0.03 Detached 526,000 1698 Shadyside 11000 0.01 Condo 655,000 1794 Shadyside 11000 0.01 Condo 610,000 1727 Shadyside 11000 0.01 Condo 728,000 1648 Shadyside 11000 0.01 Detached 682,000 2048 Shadyside 11000 0.01 Detached 654,000 1655 Shadyside 11000 0.01 Condo 719,000 1908 Shadyside 11000 0.01 Condo 634,000 1870 Shadyside 11000 0.01 Detached 575,000 1555 Shadyside 11000 0.01 Detached 530,000 1422 Shadyside 11000 0.01 Detached 767,000 1768 Groton 81000 0.04 Detached 538,000 1357 Groton 81000 0.04 Detached 584,000 1320 Groton 81000 0.04 Detached 715,000 1782 Groton 81000 0.04 Detached 534,000 1349 Groton 81000 0.04 Detached 464,000 1377 Groton 81000 0.04 Condo 413,000 1274 Groton 81000 0.04 Condo 609,000 1404 Groton 81000 0.04 Detached 533,000 1406 Groton 81000 0.04 Detached 587,000 1607 Groton 81000 0.04 Detached 772,000 1767 Irving 65000 0.04 Detached 862,000 2153 Irving 65000 0.04 Detached 418,000 1111 Irving 65000 0.04 Detached 450,000 1162 Irving 65000 0.04 Detached 864,000 2067 Irving 65000 0.04 Detached 589,000 1326 Irving 65000 0.04 Detached 426,000 1150 Irving 65000 0.04 Detached 746,000 1684 Irving 65000 0.04 Detached 755,000 2139 Irving 65000 0.04 Condo 513,000 1173 Irving 65000 0.04 Detached 583,000 1378 Hamilton 85000 0.06 Detached 665,000 1470 Hamilton 85000 0.06 Detached 381,000 1019 Hamilton 85000 0.06 Detached 305,000 979 Hamilton 85000 0.06 Condo 340,000 903 Hamilton 85000 0.06 Condo 486,000 1023 Hamilton 85000 0.06 Detached 484,000 1040 Hamilton 85000 0.06 Detached 515,000 1188 Hamilton 85000 0.06 Detached 496,000 1166 Hamilton 85000 0.06 Detached 394,000 945 Hamilton 85000 0.06 Detached XLM_BoxPlot1 X-Distinct Values Start Row No of Records No of Distinct Values of X Statistical Value Type X1 Y1 X1 Y2 X1 Y3 X1 Y4 X1 Y5 X-Values Y-1-Values Y-2-Values Y-3-Values Y-4-Values Y-5-Values 0 0 q 0.5 2 10 1 Quartile-1 177250 10 272000 10 92000 10 103500 10 96750 10 0.5 302000 336000 89000 201000 102000 0.5113636364 0 q0.5 Median 203000 284000 103000 158000 108000 0.5 265000 305000 78000 387000 145000 Quartile-3 253750 299500 151500 266250 121500 0.5 280000 278000 105000 78000 88000 Mean 209400 286500 151200 203500 110100 0.5 220000 298000 158000 105000 111000 Minimum 105000 245000 78000 78000 87000 0.5 105000 270000 132000 225000 105000 Maximum 280000 305000 158000 454000 145000 0.5 15Data State Abbreviation County Name Total Number of Tax Returns Adjusted Gross Income (In Thousands) Wages and Salaries Income (In Thousands) AL Autauga County 22651 $1052483 $824809 AL Baldwin County 75255 $3913872 $2551398 AL Barbour County 11644 $382539 $270389 AL Bibb County 9379 $325458 $263779 AL Blount County 23178 $941507 $729702 AL Bullock County 4147 $108430 $82966 AL Butler County 9799 $298185 $218798 AL Calhoun County 53376 $2040965 $1518074 AL Chambers County 17445 $502718 $408289 AL Cherokee County 10913 $367372 $270419 AL Chilton County 18169 $690072 $540008 AL Choctaw County 6708 $221650 $170143 AL Clarke County 11872 $437935 $329632 AL Clay County 7293 $220774 $172396 AL Cleburne County 6304 $218022 $168404 AL Coffee County 20952 $875550 $642760 AL Colbert County 25621 $995053 $712865 AL Conecuh County 6770 $178109 $134707 AL Coosa County 5344 $154811 $123742 AL Covington County 16899 $556309 $415673 AL Crenshaw County 6536 $203026 $154693 AL Cullman County 35589 $1357193 $1013032 AL Dale County 21562 $790574 $609645 AL Dallas County 19847 $578908 $438999 AL DeKalb County 29658 $982260 $754897 AL Elmore County 33080 $1549886 $1182184 AL Escambia County 16478 $535740 $401355 AL Etowah County 47144 $1720742 $1252281 AL Fayette County 7912 $253852 $200119 AL Franklin County 13879 $439138 $338242 AL Geneva County 11939 $373375 $277006 AL Greene County 4290 $108259 $82707 AL Hale County 7917 $232509 $188585 AL Henry County 7748 $303978 $213103 AL Houston County 44111 $2132996 $1481541 AL Jackson County 24237 $848624 $643865 AL Jefferson County 300543 $15982101 $11253279 AL Lamar County 6851 $214894 $158104 AL Lauderdale County 39867 $1739122 $1180611 AL Lawrence County 15279 $558507 $448370 AL Lee County 50766 $2390911 $1769838 AL Limestone County 32295 $1581958 $1198239 AL Lowndes County 6054 $170509 $136108 AL Macon County 9936 $269778 $210984 AL Madison County 141339 $8592715 $6230647 AL Marengo County 9772 $331594 $253548 AL Marion County 13267 $399194 $306373 AL Marshall County 39646 $1528967 $1080707 AL Mobile County 180492 $7391162 $5533873 AL Monroe County 9718 $342261 $267658 AL Montgomery County 103654 $4660528 $3335144 AL Morgan County 52388 $2432923 $1752368 AL Perry County 4824 $110787 $89086 AL Pickens County 9199 $288174 $213750 AL Pike County 12781 $423016 $325276 AL Randolph County 10124 $331017 $241418 AL Russell County 22995 $684895 $557924 AL St. Clair County 33582 $1486079 $1186004 AL Shelby County 76399 $5880119 $4290922 AL Sumter County 6082 $149025 $121189 AL Talladega County 36098 $1261657 $983535 AL Tallapoosa County 18982 $695939 $496348 AL Tuscaloosa County 75571 $3498106 $2575418 AL Walker County 30663 $1086038 $824805 AL Washington County 7587 $299710 $216970 AL Wilcox County 5678 $134479 $108260 AL Winston County 11134 $353737 $260512 AK Aleutians East Borough 791 $33Sheet1 SF_N Satisfaction score after the new system was implemented SF_O Satisfaction score before the new system was implemented Q_N Number of times a customer came for car wash one year after the new system was implemented Q_O Number of times a customer came for car wash one year before the new system was implemented WT_N Average waiting time after the new system was implemented (min) WT_O Average waiting time before the new system was implemented (min) Age/ Region Demographic information of customers Customer No Age Region SF_N SF_O Q_N Q_O WT_N WT_O 1 45 R4 3 2 9 7 13 20 2 28 R2 5 4 9 6 18 9 3 35 R3 3 2 6 12 18 27 4 27 R3 4 2 7 9 21 24 5 31 R2 5 3 7 16 15 19 6 58 R3 3 1 2 16 13 20 7 54 R3 4 5 14 7 4 10 8 33 R1 3 3 6 5 15 25 9 56 R2 5 3 4 16 15 17 10 39 R1 4 5 4 9 19 7 11 55 R3 3 4 7 2 11 2 12 48 R4 5 3 12 16 13 16 13 49 R1 5 1 6 4 16 9 14 51 R1 2 4 15 5 4 23 15 43 R2 3 4 10 8 21 23 16 48 R2 3 3 10 7 5 13 17 22 R2 5 2 6 5 21 17 18 42 R2 3 5 14 7 20 5 19 42 R2 5 5 6 12 19 30 20 28 R3 4 1 7 6 14 7 21 69 R2 2 3 8 6 9 27 22 18 R3 4 2 14 4 5 9 23 61 R2 5 2 5 12 17 14 24 45 R3 4 3 3 1 10 16 25 31 R3 5 2 8 14 7 15 26 71 R2 4 5 3 11 1 1 27 27 R3 4 3 6 15 10 8 28 60 R3 5 5 15 7 22 13 29 39 R2 5 4 9 13 1 21 30 45 R3 3 3 10 7 20 1 31 57 R3 3 4 8 4 14 5 32 55 R3 3 1 7 3 4 8 33 39 R2 5 5 9 1 23 23 34 23 R2 4 4 7 2 6 21 35 45 R2 5 4 5 15 6 9 36 46 R2 5 4 2 11 23 3 37 44 R3 5 1 4 9 7 16 38 31 R3 3 4 12 14 3 55 39 73 R3 4 3 7 7 14 19 40 30 R1 3 5 6 7 16 12 41 53 R1 5 4 6 5 22 28 42 59 R2 5 5 8 1 2 7 43 38 R4 5 5 11 2 3 13 44 60 R2 4 5 7 12 16 29 45 32 R3 5 3 15 10 6 12 46 39 R3 4 3 8 6 7 40 47 23 R1 3 1 8 5 13 14 48 52 R3 4 2 10 7 12 28 49 40 R1 5 4 12 4 4 12 50 51 R2 5 1 8 4 17 10 51 56 R3 5 2 7 13 17 27 52 24 R4 5 3 6 14 16 15 53 44 R3 3 1 9 5 11 15 54 35 R1 4 4 12 4 21 7 55 44 R1 3 4 11 4 17 12 56 29 R3 4 3 4 7 21 21 57 44 R4 4 1 14 12 17 23 58 54 R1 5 5 7 16 20 4 59 27 R2 2 4 7 2 17 12 60 74 R3 5 4 8 2 10 21 61 20 R2 5 3 8 7 23 17 62 49 R2 4 1 4 7 15 22 63 22 R1 4 3 12 6 12 20 64 23 R1 4 2 7 3 5 7 65 26 R4 3 1 11 12 28 30 66 61 R3 4 3 11 13 1 5 67 50 R3 5 3 10 11 20 30 68 47 R2 3 4 11 8 20 9 69 65 R3 3 5 15 10 8 24 70 39 R2 2 2 8 16 16 5 71 50 R3 5 3 7 5 1 36 72 42 R2 4 2 6 6 23 15 73 50 R2 4 4 7 12 4 21 74 27 R2 4 5 4 6 6 1 75 49 R2 5 5 10 6 12 7 76 53 R2 5 2 14 3 21 11 77 36 R2 2 2 10 11 8 1 78 64 R2 4 5 15 4 6 11 79 56 R2 4 1 11 8 15 27 80 38 R3 2 3 9 13 3 5 81 39 R2 4 1 10 6 2 26 82 53 R3 5 5 15 11 12 9 83 19 R1 3 2 7 16 8 25 84 32 R3 5 5 8 5 18 5 85 22 R4 3 3 10 3 12 17 86 32 R3 4 2 8 3 3 22 87 58 R2 4 4 9 11 5 27 88 66 R2 5 3 7 6 8 1 89 54 R2 3 4 8 9 2 26 90 33 R3 4 1 7 1 8 29 91 49 R4 3 3 9 7 9 11 92 33 R3 5 5 11 5 12 25 93 33 R3 5 5 4 2 20 12 94 70 R2 3 1 5 8 10 25 95 22 R2 5 4 2 16 26 22 96 32 R2 2 3 9 10 23 1 97 24 R2 5 3 9 4 1 13 98 35
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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