Urgenthomework logo
UrgentHomeWork
Live chat

Loading..

Anl251-Python Programing To Analyse Assessment Answer

Assignment

In the recent COVID-19 pandemic, many disruptions to various aspects of our daily life have been created and show up visibly in many areas when data analytics is applied. You are to identify and investigate one such area that exemplifies the disruptions caused by the virus. Some examples include the economy, society, climate, energy consumption, internet usage, and so on. In this ECA, you are required to formulate a research question and find two or more publicly available datasets that can be used to address the question. Apply the techniques of data processing, visualization and analytics to support your claims and conclusions.

Marks will be awarded according to the following parts: 

(a) Write a 200-word abstract to describe a project which applies Python programing to analyse some data in the given context. Use up to 100 words to formulate the research question, and provide the scope and depth of the question. 

The research question should require a reasonable breadth and depth of investigation that necessitates the use of multiple datasets (at least two) and various perspectives of the data in order to be addressed adequately. For example, a suitable research question could be: Can the COVID-19 pandemic lead to the downfall of retail REITs in Singapore?

To address this question, you can use datasets that may include consumer spending in malls and online retail, profitability/annual reports of shops/malls, tenant occupancy rates and rents of shop spaces, number of persons employed in the retail sector and REIT stock prices, etc. You could then address the research question from different perspectives provided by the trends and observations generated from the various datasets.

(b) Provide a 300-word description of the datasets, and include details such as data quality analysis and data preparation.

A description of what the datasets contain; how and why they are employed to address the research questions. They should be inspected for data quality issues such as missing values, errors, duplicate values, outliers or extreme values, etc. As different datasets could come in different formats, preparation and pre-processing work such as data cleaning, imputation, transformation and/or merging operations should also be presented. As far as possible, data preparation should be done using Python programming. However, if you face a lot of difficulty in using Python, you can also prepare the data by other means (e.g., using MS Excel), but make sure you give your reasons

(c) Perform data visualization and analyses

For analyses of the datasets, summary statistics and visualizations should be generated to illustrate trends, patterns or anomalies to provide an answer to the research question. Logical and thoughtful analyses linking the observations to explanations that address the research question should then be provided. The discussion should lead to sound predictions or practical recommendations. Extra marks are awarded for elucidating important insights that are not obvious or counter-intuitive but have far-reaching consequences.

(d) Provide Conclusions and References

The main findings are to be summarized clearly leading to important conclusions of the investigation. The research question is then addressed with final concluding statements. The report makes use of a good range of references and is cited properly in a recognized format.

(e) Provide Python code in Jupyter notebook

Develop your code in “eca.ipynb” and submit it along with the datasets used in a single zip folder. The program should also have sufficient comments to describe the code steps, explain any functions used, and analyse any control flow logics. Include your full name and PI number at the start of your code




Buy Anl251-Python Programing To Analyse Assessment Answers Online


Talk to our expert to get the help with Anl251-Python Programing To Analyse Assessment Answers to complete your assessment on time and boost your grades now

The main aim/motive of the management assignment help services is to get connect with a greater number of students, and effectively help, and support them in getting completing their assignments the students also get find this a wonderful opportunity where they could effectively learn more about their topics, as the experts also have the best team members with them in which all the members effectively support each other to get complete their diploma assignments. They complete the assessments of the students in an appropriate manner and deliver them back to the students before the due date of the assignment so that the students could timely submit this, and can score higher marks. The experts of the assignment help services at urgenthomework.com are so much skilled, capable, talented, and experienced in their field of programming homework help writing assignments, so, for this, they can effectively write the best economics assignment help services.

Get Online Support for Anl251-Python Programing To Analyse Assessment Answer Assignment Help Online

Resources

    • 24 x 7 Availability.
    • Trained and Certified Experts.
    • Deadline Guaranteed.
    • Plagiarism Free.
    • Privacy Guaranteed.
    • Free download.
    • Online help for all project.
    • Homework Help Services
); }
Copyright © 2009-2023 UrgentHomework.com, All right reserved.