Pandas is a Python library used for working with data sets. It has functions for analyzing, cleaning, exploring, and manipulating data. The name "Pandas" has a reference to both "Panel Data", and "Python Data Analysis" and was created by Wes McKinney in 2008. Everything in life has both advantages and disadvantages. I discuss 1 advantage and 1 disadvantage of using pandas for Python. Ensure that you attempt to explain your selections.
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Pandas is a Python library used for working with data sets. It has functions for analyzing, cleaning, exploring, and manipulating data. The name "Pandas" has a reference to both "Panel Data", and "Python Data Analysis" and was created by Wes McKinney in 2008.
Everything in life has both advantages and disadvantages. I discuss 1 advantage and 1 disadvantage of using pandas for Python. Ensure that you attempt to explain your selections.
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- Question 2 This question provides an opportunity for you to demonstrate your understanding of the problem-solving approach taught in TM112 and the patterns introduced in Block 1 Part 4 and Block 2 Part 2. You can find an overview of the problem-solving approach and a list of all the patterns TM112 teaches in the Problem solving and Python quick reference and you will need to refer to this document as you work on the question. Important note: you do not need to get a working program in part a. in order to attempt part b. A student wants to design and implement a Python program to convert any 6-bit unsigned binary number to its decimal equivalent. There are many ways of doing this, but here is their initial top-level decomposition: > Convert binary to decimal >> Input a list of six 1s and 0s corresponding to the binary number to be converted >> Input a list of six column weightings consisting of powers of two >> Create a new list that contains the decimal…Question 2 This question provides an opportunity for you to demonstrate your understanding of the problem-solving approach taught in TM112 and the patterns introduced in Block 1 Part 4 and Block 2 Part 2. You can find an overview of the problem-solving approach and a list of all the patterns TM112 teaches in the Problem solving and Python quick reference and you will need to refer to this document as you work on the question. Important note: you do not need to get a working program in part a. in order to attempt part b. A student wants to design and implement a Python program to convert any 6-bit unsigned binary number to its decimal equivalent. There are many ways of doing this, but here is their initial top-level decomposition: • > Convert binary to decimal o >> Input a list of six 1s and 0s corresponding to the binary number to be converted o >> Input a list of six column weightings consisting of powers of two o >> Create a new list that contains the…Many abstract data types are now provided by compilers, but is there a single definition that applies to all of them? If that's the case, could you provide an example and an explanation of why?
- Question 2 (18 marks) This question provides an opportunity for you to demonstrate your understanding of the problem-solving approach taught in TM112 and the patterns introduced in Block 1 Part 4 and Block 2 Part 2. You can find an overview of the problem-solving approach and a list of all the patterns TM112 teaches in the Problem solving and Python quick reference and you will need to refer to this document as you work on the question. Important note: you do not need to get a working program in part a. in order to attempt part b. A student wants to design and implement a Python program to convert any 6-bit unsigned binary number to its decimal equivalent. There are many ways of doing this, but here is their initial top-level decomposition: > Convert binary to decimal >> Input a list of six 1s and 0s corresponding to the binary number to be converted >> Input a list of six column weightings consisting of powers of two >> Create a new list that contains the…What are the advantages and disadvantages of adopting user-defined ordinal kinds when it comes to data types? There are various positives and negatives associated with using an associative array, all of which will be covered in more depth below.Match the advantages of the Java Collection Framework to its respective description. a. Performance b. Reusability c. Maintainability d. Extensibility a. The collection framework creates extremely effective and efficient data structures, which improve a program's speed and accuracy. b. Collection Framework classes can easily be mixed with other types, resulting in increased code reusability. c. The collection framework's code is simple to maintain since it ensures data consistency and interoperability throughout the implementation. d. Java's Collection Framework allows programmers to customize primitive collection types to meet their needs.
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- The Problem: Bitmapped data is quite common but complex and difficultto use. Such data declarations should really be commented, but unfortunatelythere's no way for a programmer to draw figures or tables inside a program. It ispossible to document things using an external document, but the problem withexternal documents is that they get out of date easily or get lost.Ideally the documentation should be embedded in the program ascomments. After all, it's difficult to loose ½ a program file.However, all the nice word processor drawing functions you're used tohaving when you write a document are missing when you are writing a program.Instead you have to get creative with the mono spaced single font used forwriting programs.As part of your ICS 2 internship, you are joining a growing start-up company. The startup is hoping to expand its technical team and arelooking for junior developers. Your manager wants you to be involved in the interview process for the appointment.You are asked to design a coding interview question in Python / C++ / Java that tests a candidate's knowledge and skill in both basic datastructures and algorithms. Along with the question, you also need to develop sample solutions with complexity analysis of the problemincluding Python / C++ / Java codes and test cases.Since your manager will only allow a maximum of 1 hour for the interview, 45 minutes will be allocated for this technical element, so theproposed exercise should be concise, clear and cover at least 2 of the following topics:• Topic 1: Basic data types: array, list, stack, queue• Topic 2: Trees• Topic 3: Recursion• Topic 4: Sorting• Topic 5: General Programming Questions.You also need to provide your sample solutions with…The purpose of this assignment is to give you an opportunity to demonstrate your understanding of the use of lists, dictionaries, importing Python modules, visualizing data analysis, and user experience design. In this exercise, you will use a list to keep track of the results of a dice roll simulation and use dictionaries to help you visualize the results. Using Repl.it or an IDE (e.g. Visual Studio Code) of your choice, create a Python program that allows the user to select the number of dice, and the number of faces per die to roll for a simulation. For example, many board games have the players roll two, six-sided dies, however, some role-playing games may have the players roll more die with more faces. 1. Use a list to keep track of each roll simulation. For example, rolling two, six-sided die twenty times might produce the following Python list of results: [7, 9, 4, 5, 5, 9, 10, 7, 6, 12, 10, 5, 4, 3, 11, 9, 8, 8, 9, 6] Update the list and print it after each roll. 2. Using…