write for 2 personsTask1:words:300What are your most important considerations when you are composing a data visualization. List at least 3 considerations. Why do you consider these to be your most important considerations?Task2:words:300Graph 4 (You must select a different graph than one that you have previously discussed)Select a data presentation from chapter 6 of the text (Grey Section). Pages 160-209(https://drive.google.com/file/d/1pVdg2Zrccxw89PnpWUSPrD2emPohzN63/view)Answer the following:What is the Page # and picture/snapshot of your Visual?What is the visual that you selected?What is the purpose of the visual?What kind of data should be compiled in the selected visual?What kinds of data should not be compiled in the selected visual?How can you avoid making the visual misleading?

Introduction to OS Architecture What is an operating system (OS)?In order to deploy a SOHO type network to meet the needs of a small business / home-office type environment, you must be able to match key business needs with technological support. As a contractor you will identify the key features of mainstream operating systems, their deployment and configuration, and build a small network from scratch. You will start by getting familiar with basic operating systems.·Watch the LinkedIn Learning course: IT Help Desk for Beginners with Jason Ruediger ·Watch the LinkedIn Learning course: Learning Ubuntu Desktop with Scott Simpson·Next, take some time to familiarize yourself with each of the operating systems. ·Power on the virtual machine with the Windows 7 installation and follow through some key exercises designed to familiarize yourself with the Windows operating system desktop.·Power on the Ubuntu virtual machine and again follow through some simple exercises to familiarize yourself with the Linux operating system desktop.Last, create a simple report featuring the following guidelines:·Create a list of features that explain the fundamental differences between Windows and Linux.·Create a set of guidelines for choosing an operating system for different kinds of users and application specific uses.Please select a project from the following list to work towards over the next 10 weeks:List of projects:·Build an IT infrastructure for a small company that provides consulting services·Create a network for a home that also has an office·Build an IT infrastructure for the administration of a small private school·Construct a network for a small libraryFor your task, provide responses to the following in a Word document and submit them: Select a projectExplain why you selected this projectBased on your project selection, explain what requirements and restrictions would be encounteredExplain how you would go about constructing this project using an engineering approach

The code must be in a .py file Specifically, the following critical elements must be addressed: I. Collection Management: In this section, you will create a database and create single or compound indexes. The database data set collections are preloaded in your final project tool. A. Utilize the mongoimport tool to create a database named “market” and a collection named “stocks,” loaded with documents from the stocks.json file. Provide screenshots of the statements and the results of their execution. B. Assess the need for indexing as you formulate queries and, using the MongoDB shell, create any needed single or compound indexes. Provide screenshots of the statements and the results of their execution. C. For all of your screenshots, explain in detail each part of the associated MongoDB statements and their results to internal stakeholders. Be sure your explanations are logically organized and clearly communicated to meet the needs of the internal stakeholders. II. Document Manipulation: In this section, you will add, update, and delete documents, making changes to the collection you created in the previous section. Provide source code in a text file for the functions you will create below. A. Insert new key-value pairs into documents using appropriate MongoDB statements. Specifically, create a function or method in Python or Java that will read from a file or standard input stream a value pair stream in JSON notation and insert this document into the stocks collection. You will also need to create a simple application scaffold for testing your function or method. Provide screenshots of the results of their execution. B. Update existing documents using appropriate MongoDB statements. Specifically, create a function or method in Python or Java that will update the document “Volume” key-value pair identified by the string input stock ticker symbol “Ticker” and numerical input “Volume” value of your choice greater than zero. The function or method will update the document “Volume” key-value pair identified by the given ticker symbol and a new “Volume” value of your choice greater than zero. You will also need to create a simple main application to call your function. Provide screenshots of the results of their execution. C. Delete existing documents using appropriate MongoDB statements. Specifically, create a function or method in Python or Java that will take as input a stock ticker symbol “Ticker.” The function or method will remove the document identified by the given ticker symbol. For example, use the ticker symbol “BRLI.” You will also need to create a simple application scaffold for testing your function or method. Provide screenshots of the results of their execution. 3 D. For all your screenshots, provide explanations of each part of the associated MongoDB statements and their results. Be sure your explanations are logically organized and clearly communicated to meet the needs of the internal stakeholders. III. Document Retrieval: In this section, you will create code to query the collection to retrieve information about the application. Provide source code in a text file for the functions you will create below. A. Retrieve documents from collections by using the appropriate find statement arguments. i. Specifically, create a function or method in Python or Java that will take as inputs numerical values for low and high. The function or method will find documents for which the “50-Day Simple Moving Average” is between the low and high values and return the count of the number of documents found. You will also need to create a simple main application to call your function. Provide screenshots of the results of their execution. ii. Additionally, create a function or method in Python or Java that will take as input a string. The function or method will find documents for which the input string matches the document key “Industry” and returns the list of ticker symbols found to match that industry. For example, use the industry string “Medical Laboratories & Research.” Again, you will also need to create a simple main application to call your function. Provide screenshots of the results of their execution. B. Write MongoDB aggregation pipeline statements that transform documents into aggregated results using multiple pipeline stages as appropriate. Specifically create a function or method in Python or Java that will take as input a string. The function or method will find documents for which the input string matches the document key “Sector” and returns the total outstanding shares grouped by document key “Industry.” Examples of sector string inputs are “Healthcare,” “Basic Materials,” and so on. You will also need to create a simple main application to call your function. Provide screenshots of the results of their execution. C. For all of your screenshots, provide explanations of each part of the associated MongoDB statements and their results. Be sure your explanations are logically organized and clearly communicated to meet the needs of the internal stakeholders. IV. Advanced Programming Project: In this section, you will develop a web service application to implement a RESTful application programming interface (API) for a MongoDB database. Provide source code in a text file (either .java or .py) for your complete web service application that encompasses all of the functionality below. A. Develop a RESTful API using a Python or Java web services framework for a MongoDB collection of stock market summary data, ensuring your code is functional, reusable, concise, and commented. B. Enable specific CRUD functionality in a developed RESTful API framework. Use the example URIs linked in the prompt to test and validate your framework. Provide screenshots of the code and its execution, ensuring your code is functional, reusable, concise, and commented. C. In your RESTful API, enable the following functionality (advanced querying), ensuring your code is functional, reusable, concise, and commented: i. Select and present specific stock summary information by a user-derived list of ticker symbols. Provide screenshots of the code and its execution. ii. Report a portfolio of five top stocks by a user-derived industry selection. Provide screenshots of the code and its execution.