$20 Bonus + 25% OFF
$20 Bonus + 25% OFF
Securing Higher Grades Costing Your Pocket? Book Your Assignment at The Lowest Price Now!
Add File

Error goes here

Question:

Your task is to investigate mortality levels of children, infants and babies around the world.  Which countries have a high rate of child deaths and which countries have low rates?  Are there connections between child mortality rates and the income levels of the country, or the region where they are situated?  Are the child mortality rates improving in recent years or getting worse?  Reduction of child mortality was Goal 4 of the United Nations' Millennium Development Goals (2000-2015):

The data you will need is available from WHO: The World Health Organisation
child mortality data   (Download COMPLETE Data as CSV Dataset).The two files you need to download are available from these web pages (or can be downloaded from the ICT702 Blackboard page):

  • country metadata.  (To get all the data you need, you must download the JSON version of this file, or the CSV XMART version). 

Learning Objectives

In this task you will learn how to:

  • Apply relevant Python programming concepts to a data analysis challenge
  • Read data from real sources and wrangle it into the form you need.
  • Develop creative approaches to solving the wrangling/analysis problems.
  • Adhere to the recommended Python programming styles
  • Write programs that produce correct and useful output
  • Organise and present a data analysis report
  • Give an insightful analysis of the given problem.

Task 2 is broken into two parts (each worth 20% of the course).

  1. Due Week 9. Use Python to read and analyse the child mortality data and generate various useful graphs that give insight into the trends.
  2. Due Week 12. Use Python to combine the child mortality data and the country metadata, to give higher-level analyses of child mortality in relation to income grouping and regions of the world. 

1 Child Mortality

In this first part of Task 2, you should write a Python script that reads and analyses the child mortality data file (WHOSIS_MDG_000003.csv) and produce at least FIVE useful graphs that give insight into the data trends.

You should produce the following graphs:

  1. graph the under-five mortality rates of all countries in 1990, sorted from lowest rate to highest rate. (If the graph is too crowded, you can show just each 10th country, or show the first 10 and last 10 countries).
  2. graph the under-five mortality rates as above, but for 2015.
  3. choose three representative countries in different areas of the world, then create a line graph showing the trends in under-five mortality in those countries over the years from 1990 to 2015.
  4. for those same three countries, graph the reduction in under-five mortality rates over the 1990/2015 period - that is, the 1990 rate divided by the 2015 rate.
  5. an under-five mortality graph of your choice... (explain why you chose that graph, and what conclusions you draw from the graph).

Hints:

  1. Some of the columns contain multiple values (a mortality rate, plus a confidence interval), so you will need to split these up into separate columns.
  2. You can either use standard Python data structures to store and manipulate the data, or use the Pandas library if you prefer.
  3. Use markup and headings to break your Jupyter notebook into sections and give commentary about what you doing, and discussion of your results. This Jupyter notebook will be what you submit.

2 Child Mortality and Country Types

In this second part of Task 2, you should write another Python script that reads and analyses the country metadata (COUNTRY.json) and merges it with the child mortality data from Part 1, to allow you to do some higher-level analysis of under-five mortality trends.

Your report should include at least two graphs that display or compare under-five mortality in different regions of the world (using the 'WHO_REGION' string to group the countries).

You report should include at least two graphs that compare under-five mortality across different income groupings (using the 'WORLD_BANK_INCOME_GROUP' string to classify the countries).

Hints:

  1. You can use the 'json' library to read the .json file. The resulting object is quite deeply nested, so you will need to explore which substructures contain the data that you want, and then extract that substructure into a dictionary or list that is easier to use.  Or write a function that extracts the data that you need.
  2. You can either use standard Python data structures to store and manipulate the data, or use the Pandas library if you prefer.
  3. Use markup and headings to break your Jupyter notebook into sections and give commentary about what you doing, and discussion of your results. This Jupyter notebook will be what you submit.

3 Marking Criteria

Your submission for each part of this task will be assessed according to the following criteria:

  • Presentation and organisation of your report [30%]
  • Data analysis and program output [30%]
    • Correctness of the program output and graphs
    • Insightful analysis and discussion of the data
  • Programming style [40%]
    • Creative approaches to solving the problem
    • Good use of relevant programming concepts, especially good use of functions
    • Good use of appropriate Python data structures, such as lists and dictionaries
Adherence to the recommended Python programming styles (indentation, documentation, naming c

Cite This Work

To export a reference to this article please select a referencing stye below:

My Assignment Help. (2020). Data Visualisation. Retrieved from https://myassignmenthelp.com/free-samples/ict702-data-visualisation/child-mortality-rates.html.

My Assignment Help (2020) Data Visualisation [Online]. Available from: https://myassignmenthelp.com/free-samples/ict702-data-visualisation/child-mortality-rates.html
[Accessed 02 August 2021].

My Assignment Help. 'Data Visualisation' (My Assignment Help, 2020) <https://myassignmenthelp.com/free-samples/ict702-data-visualisation/child-mortality-rates.html> accessed 02 August 2021.

My Assignment Help. Data Visualisation [Internet]. My Assignment Help. 2020 [cited 02 August 2021]. Available from: https://myassignmenthelp.com/free-samples/ict702-data-visualisation/child-mortality-rates.html.


Looking for the best essay writing service in the UK? Look no further as there cannot be more reliable essay writing service than MyAssignmenthelp.com. We take great pride in boasting the fact that we have some of the best essay writers who produces unique solution to each student.
Are you having a problem coming up with attractive and eye-catchy introductions? Ask our expert writers to “write my essay for me”, and they will do their magic that bags you the highest score. Writing a paper of any essay will never be easier than this.

Latest Database Samples

ECBS5091 Ethics Of Big Data

Download : 0 | Pages : 4

Answers: Answer to Question 1: The development in technologies of Big Data has passed the limits of understanding by individual actions and their effects in the digital world. However, there are many ethical challenges faced from big data. The network of information accessed by big data forms a digital image of the information that is being accessed. This is termed as datafication in terms of technologies. This however makes it very inefficie...

Read More arrow Tags: Australia Dallas Law Patient Protection and Affordable Care Act University of Dallas 

ICT704 Non Relational Database Systems

Download : 0 | Pages : 5

Answer: Comic Crusaders are one of the largest comic books retailer having presence in United States (US) and United Kingdom (UK) who wish to have online presence in the current market. For each book they wish to store the customer’s feedback. Only those customers can provide the feedback who register their name with Comic Crusaders. MongoDB database is being used to store the details like comics, publishers and reviews & ratings.&nb...

Read More arrow

INFO6001 Database Management 1

Download : 0 | Pages : 4

Answer: Part A A brief discussion on the solution and the in modelling the problem and any issues encountered The modelling process began with indentifying the entities and their attributes. An entity was either classified as regular or weak entity. An attribute on the other hand was either grouped as key attribute, simple attribute, composite attribute, single valued attributes, multi-valued attributes, stored attribute or a derived at...

Read More arrow

BCO6185 Mobile And Executive Computing

Download : 0 | Pages : 2

Answer: The application will provide users with the ability to view recipes of different recipes for types of children’s food. The application will enable users to add their own recipes that they recommend to other users. The application will enable new users to register for them to use the app and a login feature for existing users to use to login to their accounts. The application will enable the administrator to view all the users using...

Read More arrow

INM305 Information Retrieval

Download : 0 | Pages : 15

Answer: Introduction The work is based on the facets which is the web application framework to handle the MVC architecture for the server side. It is able to handle the model for the client as well. The structure of the facet is based on allowing the navigation with the control of the web applications as well. (Anagnostopoulos  et l., 2016). It will help in providing the client side that will be for the development of the rich web a...

Read More arrow Tags: Australia New South Wales Management Accounting theory and accountability University of New South Wales Humanities 
Next

Still in Two Minds? The Proof is in Numbers!

33845 Genuine Reviews With a Rating of 4.9/5.

student rating student rating student rating student rating student rating
19 Jul 2021

Mechanical Engineering

Assignment: 8 Pages, Deadline: 8 days

Passed my subject because of you. Thank you........................................................................

flag User ID: 2***76 Sydney, Australia

student rating student rating student rating student rating student rating
19 Jul 2021

Healthcare

Essay: 1 Page, Deadline: 17 days

Instructors comments on marking :



The depression rate has been increased by 31% among teenagers in America as a consequence of the excessive us ...

flag User ID: 6***41 Campbell River, Canada

student rating student rating student rating student rating student rating
19 Jul 2021

English

Assignment: 0 Pages, Deadline: 4 days

Grate job on my assignment. I got a 100 on it. thank you. I have two questions? 1)Whats The distance from Clarksville,TN to Dayton, Ohio? What's the ...

flag User ID: 7***74 United States

student rating student rating student rating student rating student rating
19 Jul 2021

Assignment

Essay: 5 Pages, Deadline: 6 days

Great job by an incredible organization that truly goes above and beyond to assist in any matter. I truly thank you again for your help.

flag User ID: 5***89 Hillsborough, United States

student rating student rating student rating student rating student rating
19 Jul 2021

Networking

Programming: 4 Pages, Deadline: 30 days

Very Good Team and they attend to you whenever u need them and make all the changes required as soon as possible.

flag User ID: 6***7 Brisbane, Australia

student rating student rating student rating student rating student rating
19 Jul 2021

It Write Up

Assignment: 4 Pages, Deadline: 16 days

This was short assignment but i was satisfied with the work. I got good grades and passed the assignment. The assignment was overall good. I ordered i ...

flag User ID: 6***34 Canada

student rating student rating student rating student rating student rating
18 Jul 2021

Healthcare

Essay: 4 Pages, Deadline: 6 days

the revised version of the assignment was ok, based on the feedback for all the parts.

flag User ID: 5***77 Australia

student rating student rating student rating student rating student rating
18 Jul 2021

Nursing

Home Work: 4 Pages, Deadline: 4 days

My assignment always done on time sometime before the given time. MY ASSIGNMENT team is very responsive.

flag User ID: 4***34 United States

student rating student rating student rating student rating student rating
18 Jul 2021

Nursing

Assignment: 4.8 Pages, Deadline: 5 days

My Assignment was done very good. Good work and it was delivered on time. Very responsive.

flag User ID: 4***34 United States

student rating student rating student rating student rating student rating
18 Jul 2021

HRM

Thesis: 6 Pages, Deadline: 9 days

YOU WORKED HARD ON THIS ASSIGNMENT AND DID EXACTLY WHAT WAS ASKED. THANKS, AND I CAN'T WAIT FOR YOU TO DO WELL ON THE NEXT WORK.

flag User ID: 4***64 United States

student rating student rating student rating student rating student rating
19 Jul 2021

Mechanical Engineering

Assignment: 8 Pages, Deadline: 8 days

Passed my subject because of you. Thank you........................................................................

flag User ID: 2***76 Sydney, Australia

student rating student rating student rating student rating student rating
19 Jul 2021

Healthcare

Essay: 1 Page, Deadline: 17 days

Instructors comments on marking :



The depression rate has been increased by 31% among teenagers in America as a consequence of the excessive us ...

flag User ID: 6***41 Campbell River, Canada

student rating student rating student rating student rating student rating
19 Jul 2021

English

Assignment: 0 Pages, Deadline: 4 days

Grate job on my assignment. I got a 100 on it. thank you. I have two questions? 1)Whats The distance from Clarksville,TN to Dayton, Ohio? What's the ...

flag User ID: 7***74 United States

student rating student rating student rating student rating student rating
19 Jul 2021

Assignment

Essay: 5 Pages, Deadline: 6 days

Great job by an incredible organization that truly goes above and beyond to assist in any matter. I truly thank you again for your help.

flag User ID: 5***89 Hillsborough, United States

student rating student rating student rating student rating student rating
19 Jul 2021

Networking

Programming: 4 Pages, Deadline: 30 days

Very Good Team and they attend to you whenever u need them and make all the changes required as soon as possible.

flag User ID: 6***7 Brisbane, Australia

student rating student rating student rating student rating student rating
19 Jul 2021

It Write Up

Assignment: 4 Pages, Deadline: 16 days

This was short assignment but i was satisfied with the work. I got good grades and passed the assignment. The assignment was overall good. I ordered i ...

flag User ID: 6***34 Canada

student rating student rating student rating student rating student rating
18 Jul 2021

Healthcare

Essay: 4 Pages, Deadline: 6 days

the revised version of the assignment was ok, based on the feedback for all the parts.

flag User ID: 5***77 Australia

student rating student rating student rating student rating student rating
18 Jul 2021

Nursing

Home Work: 4 Pages, Deadline: 4 days

My assignment always done on time sometime before the given time. MY ASSIGNMENT team is very responsive.

flag User ID: 4***34 United States

student rating student rating student rating student rating student rating
18 Jul 2021

Nursing

Assignment: 4.8 Pages, Deadline: 5 days

My Assignment was done very good. Good work and it was delivered on time. Very responsive.

flag User ID: 4***34 United States

student rating student rating student rating student rating student rating
18 Jul 2021

HRM

Thesis: 6 Pages, Deadline: 9 days

YOU WORKED HARD ON THIS ASSIGNMENT AND DID EXACTLY WHAT WAS ASKED. THANKS, AND I CAN'T WAIT FOR YOU TO DO WELL ON THE NEXT WORK.

flag User ID: 4***64 United States

Order on the go!

Say hello to our new app

callback request mobile
Have any Query?