Question: The dataset used in provided in Appendix 1. (a) State and discuss how to read the dataset with Python and identify the dimensions of the

The dataset used in provided in Appendix 1.
(a) State and discuss how to read the dataset with Python and identify the dimensions of the dataset with Python.
(b) Identify the variables with missing values using Python and discuss why it is necessary to handle missing values.
(c) Propose ways to treat the missing data with Python and explain rationale(s) of the treatment(s).

APPENDIX 1 - DATA DICTIONARY Variable month town flat_type block street_name storey_range floor_area_sqm

APPENDIX 1 - DATA DICTIONARY Variable month town flat_type block street_name storey_range floor_area_sqm flat_model lease commence_date remaining_lease resale_price Description Month Town Flat type Block Street name Storey range Floor area sqm Flat model Lease commence date Remaining lease Resale price Unit of Measure sqm $

Step by Step Solution

★★★★★

3.52 Rating (149 Votes )

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock

a To read the dataset with Python you can use the pandas library which provides various functions to load and manipulate data For example if your dataset is in a CSV file you can use the readcsv funct... View full answer

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Programming Questions!

What was the percentage change in the number of TANF families between 1996 and 2008? What are some possible explanations for this change? What was the number of TANF families in 2008? For the most...

Managing Scope Changes Case Study Scope changes on a project can occur regardless of how well the project is planned or executed. Scope changes can be the result of something that was omitted during...

Case Study: Quick Fix Dental Practice Technology requirements Application must be built using Visual Studio 2019 or Visual Studio 2017, professional or enterprise. The community edition is not...

Monitor/check and control finances Submission details Student's name Student no. Assessor's name Assessment site Assessment date/s The assessment task is due on the date your assessor has told you....

I am attaching all of the questions. These are basically small questions which are required to be answered as per the exact requirements. These are all related to finance. No irrelevant details are...

1. Review the assessment scenario, the business documentation, including policies and procedures and the templates provided: o Appendix 1 - Scenario o Appendix 2 - Legislation, regulation, standards...

ASSESSMENT Qualification: BSB51915 Diploma of Leadership and Management Unit of Competency: BSBMGT517 Manage operational plan Student Name: Thi My Tham Nguyen Student ID: 1439205 Assessment Due Date:...

PLEASE HELP ME ANSWERING THIS ASSESSMENT I HAVE ATTACHED. THANKS. Assessment-Task-3 (4) - Microsoft Word X Home Insert Page Layout References Mailings Review View * Cut Copy Franklin Gothic Book * 11...

Implement financial management approaches Submission details Candidate's name Phone no. Assessor's name Phone no. Assessment site Assessment date/s Time/s The assessment task is due on the date...

The lifting mechanism below is driven by a chain connected at A that can exert a force P = 390 lb. The rollers at A and B have frictionless bearings and ride freely along the inclined track. W Draw...

You are going to open a business making custom cabinets. You can sell each cabinet for $80. It takes a cabinet maker approximately 45 minutes to make one cabinet. Each cabinet maker works an...

"For LEGO, the creation of the LEGO Star Wars short film on the Cartoon Network in 2 0 0 5 was an example of _ _ _ _ _ _ _ _ _ _ _ _ _ . " Option A divestment Option B market penetration Option C...

Keesha House, Inc. has two producing divisions (Textbooks and Pocketbooks) and three auxiliary departments (Finance and Administration, Personnel and Public Relations). Budgeted 2006 costs are as...

Use the following information to prepare an IT Planning Memo. You are the IT audit senior. Your audit firm has several branches, but you are working this particular client from the Melbourne, FL...

Below are transactions for the month of January, the company's first month of operations: It uses the straight-line method for depreciation and amortization. 1 2 3 4 5 6 7 8 9 10 11 01-Jan 01-Jan...

All project reports must have a cover page containing your project title, your name, section, date and professor name. Project reports must be submitted as a single PDF through the Blackboard...

Accounts payableCustomer refunds payableDelivery expenseFreight inPurchasesPurchases discounts purchases returns and allowancesSalesSupplies expenseLabelsApril 30, 2018For the Year Ended April 30,...

After building an IMC strategy, the company or its agency will start the process of Blank______.Multiple choice question.developing the product conceptdeveloping creative conceptsselecting the target...

What are posterior probabilities of the states of nature?

What is a good way to get started with a spreadsheet model if you dont even know where to begin?

What are the roles for the data cells, the changing cells, the output cells, and the objective cell when formulating such a model?

A study measured the Waist Size of 250 men, finding a mean of 36.33 inches and a standard deviation of 4.02 inches. Here is a histogram of these measurements. a) Describe the histogram of Waist Size....

You roll a die, winning nothing if the number of spots is odd, $1 for a 2 or a 4, and $10 for a 6. a) Find the expected value and standard deviation of your prospective winnings. b) You play twice....

The candy company claims that 10% of the M&M's it produces are green. Suppose that the candies are packaged at random in small bags containing about 50 M&M's. A class of elementary school students...