Book to Market Ratios in pandas

Read the Exam-Ford_Accounting.csv file into a pandas dataframeNow read in the Exam-Ford_Price_Shares.csv file into another pandas dataframeFor each dataframe, make year the index so that we can easily add/subtract/multiple/divide, etc. across the two dataframes and the years will be lined up correctly. Note that you don’t have to convert anything into a datetime.The Book-to-Market ratio is the Book value of equity divided by the market value of equity.In this case, shares are listed in thousands and the accounting data are in millions, so let’s divide shares by 1000 so that they are also in millions.ME (Market value of equity in millions) = price * (shares/1000)Create a market value of equity column in the dataframe with prices and shares.Now calculate the book to market ratio using the book value of equity and the market value of equity. You’ll have to use columns from both dataframes.Show the summary statistics (i.e., mean, standard deviation, min, max, etc.)Set all negative values equal to zeroNow what are the summary statistics?Plot out Ford’s Book-to-Market ratio over time.

(At least) One slide for each topic below. Reference is suggested below. You can use additional references if needed. 

No images. No bullets. Need more description. 

Topics:

1. What are the different tools used in optimizing web pages? How are they designed?

Reference:

Terrance, A. R., Shrivastava, S., Kumari, A., & Sivanandam, L. (2018). Competitive Analysis of Retail Websites through Search Engine Marketing. Ingeniería Solidaria, 14(25), 1-14.

2. Which tools are best suited for optimizing pages?

Reference:

Ziewitz, M. (2019). Rethinking gaming: The ethical work of optimization in web search engines. Social studies of science, 49(5), 707-731.

Answer the following questions based on this scenario.

Problem: Write a program that reads 10 username and password values into parallel arrays. After the arrays have been loaded, the program should behave like a login screen, prompting for a username and a password. Based on the data read and stored in the arrays, the program should respond appropriately with one of three output messages: “Username not found.”, “Username and password does not match.” or “Access granted.”

Question 1: Would you write this program asking a user to enter the usernames and passwords or would you use a file that contains all the username and passwords as input?  Explain why you would choose one over the other.  

Question 2: Will your answer remain the same if the number of username and password values change to 40, and why?

___________________________________________________________

Exp19_Access_Ch04_ML1 – Hotel Chain 1.0

Project Description:

You are the general manager of a large hotel chain. You track revenue  by categories, such as conference room rentals and weddings. You want  to create a report that shows which locations are earning the most  revenue in each category. You will also create a report to show you  details of your three newest areas: St. Paul, St. Louis, and Seattle.

Start Access. Open the downloaded   Access file named Exp19_Access_Ch4_ML1_Rewards.  Grader has automatically added   your last name to the beginning of the  filename. Save the file to the   location where you are storing your  files.

Select   the Members table, and create a   Multiple Items form. Save the form as Maintain Members.

In   Layout view, change the MemNumber label to MemID   and use the Property Sheet to reduce the MemNumber column width to 0.6″.

Change   the widths of the LastName, FirstName, City, and Phone fields to 1.25″; change the width of the State and Zip   fields to 0.75″;   and change the width of the Address field to 1.75″.   Delete the form icon (the picture next to the title of the form) in the Form   Header.

Change   the sorting order of the MemberSince control so that the members who joined   most recently are displayed first.

Click   the LastName field and change the   control padding to Wide. (Hint:   Search Control Padding in the Tell me box). Save and close the form.

Select   the Revenue query, and create a   report using the Report Wizard. Include all fields in the report and add   grouping first by City and then by   ServiceName. Add a Sum to the Revenue field and select   the Summary Only option. Select Outline Layout and name the report Revenue by City and Service.

Scroll   through all the pages to check the layout of the report  while in Print   Preview mode. Close Print Preview. Switch to Layout  view, and delete the NumInParty and PerPersonCharge controls.

Select   the result of the aggregate sum function for the city’s revenue. Change the   font size to 12; change the font   color to Dark Blue, Text 2; and   change the background color of the control to Yellow.

Change   the sort on the report, so that it sorts by city in  descending order—that   is, so that the last city alphabetically (St.  Paul) is displayed first.

Examine   the data in the report to determine which city (of these  three: St. Paul, St.   Louis, or Seattle) has the highest Sum of event  revenue. You will use this   information to modify a query. Save and  close the report. Modify the Totals   by Service query so the criteria  for the City field is the city you   determined had the highest sum of  event revenue (St. Paul, St. Louis, or   Seattle). Run, save, and close  the query.

Create   a report using the Report tool based on the Totals by Service query. Name the   report Targeted City. Close the report.

Close   all database objects. Close the database and then exit Access. Submit the   database as directed.

Write a 6-8 page paper (deliverable length does not include the title and reference pages)

• What are social networks, how do people use them, and what are some of their practical business uses?
• What are some of the key ethical issues associated with the use of social networking Web sites?
• What is a virtual life community, and what are some of the ethical issues associated with such a community?

1. Describe and discuss Maslow’s hierarchy of needs including the types of needs and how they become dominant.

Text

Title: Essentials of Organizational Behavior, Student Value Edition 

ISBN: ISBN-13: 9780135468890 

Authors: Stephen P. Robbins, Timothy A. Judge 

Publisher: Pearson 

Edition: 15TH

MPEG 21 is organized into several independent parts to allow various slices of the technology. Discuss this issue and provide five different examples of such components.

 Phase Four of the social media marketing plan (SMMP) should include platforms specific tactics that support the iShirt campaign goals: • Content topics and formats – Explain the types of content and main topics that will be used for the iShirt social media campaign. Include how you plan to source the content. Please refer to Chapters 6 and 7 in the textbook. • Platform prioritization – Using the social media platforms that you determined in phase one, prioritize them into three tiers. Tier one highlighting the main focus for the iShirt campaign, tier two being secondary platforms, and tier three being any additional supporting channels. Please refer to Chapter 4 in the textbook. • Content calendar – First, determine the frequency of posting that should be adopted for each social media platform. Complete the content calendar template provided for one month of the campaign. This is the posting schedule, which should cover one week before the iShirt launch and three weeks post launch. Please include each platform with the appropriate content format and frequency. ***** This Phase 4 submission will become part of your final project ***** Here are the requirements for the Phase 4 part of your final plan: • Using the Phase Four Worksheet provided in the assignment, create a two page paper describing the Phase 4 part of your final plan (plus separate Reference page and complete content calendar). • Include at least 2 separate credible resources to back up the details of your plan. • This is a business course so spelling, grammar & professional business writing format count. • Refer to the final Social Media Marketing Plan for assignment details and grading rubric.  

Exp19_Excel_Ch04_ML2_Riverwood_Realty

Exp19 Excel Ch04 ML2 Riverwood Realty

Excel Chapter 4 Mid-Level 2 – Riverwood Realty 

Project Description:

You work as a real estate agent for Riverwood Realty, an independent real estate agency in Utah. As part of your end of year reports, you compile a list of homes that have sold in your sales region. To complete your report you will create an Excel table, apply Filters, Sort, perform basic calculations using unqualified structured references, and prepare the document to print.

Start Excel. Download   and open the file named Exp19_Excel_Ch04_Assessment_Homes.xlsx.   Grader has automatically added your last name to the beginning of the   filename.

Freeze the panes so   that the column labels do not scroll offscreen.

Convert the data to a   table and name the table Sales.

Apply Purple, Table   Style Dark 10 to the table.

Remove duplicate   records from the table. Excel should find and remove eight duplicate records.

Add a new column in   column I named Days on Market. Use unqualified structured   references to calculate the days on market (Sale Date – Listing Date) in   column I. Set column I’s width to 14.

Apply a Total Row to   the Sales table. Set the Selling Price and Days on Market totals to Average.

Use Quick Analysis to   apply the default Top 10% conditional formatting to column F. 

Apply 3 Traffic   Lights (Unrimmed) conditional formatting icon set to column I. Set the icon   to display green for homes that sold within 45 days, yellow for 46 to 90, and   red to homes that took more than 90 days to sell.

Filter the data to only display sales by the Selling   Agent Hernandez.

Sort the table in   Ascending order by City (Column C). 

Set the range A1:I83 as the   print area.

Save and close Exp19_Excel_Ch04_Assessment_Homes.xlsx.   Exit Excel. Submit the file as directed.

Create an ERD diagram using Visio with tables, keys, columns, relationships.  Primary and Foreign keys need to be identified in this diagram. 

Topic Products parents use diapers, baby formula, wipes etc.