Introduction
This is a data visualisation project which requires you to write
a program to extract information from a given set of data
and plot charts,
so that you can visualise the data clearly
and quickly.
There are different types of charts.
You can see a selection
here: https://visme.co/blog/types-of-graphs/.
You are required to write the
program using Python
and the graphics
library that comes
with IDLE, called Turtle,
to create the charts from
scratch. Turtle capabilities and functions are described fully
in Section 24.1 of the Python
documentation, which you can access
via the IDLE
interactive shell by clicking Help > Python Docs and then search
for “Turtle”. Turtle
provides the fundamental functions required for drawing, such as plotting points, lines and
shapes, and controlling their attributes such as location, colour, line thickness, and more.
You should study
the different elements
that are required
in a chart, and add them to yours where appropriate. For
example, a bar chart always
has a pair of axes
which are labelled
with the type of
data they represent. Each axis
may have tick marks for different values,
with the values
written alongside.
And of course, there are
the actual bars,
which may have different colours.
You should learn
to use the
functions in Turtle
that you require
for displaying the elements. There are many Turtle functions, you only need to learn
the ones you
require. That’s why
it is necessary that
you work out what you need beforehand.
This project is designed for you to demonstrate your computational thinking ability and your
skill with Python. It requires you to produce
plots from a given set of data.
The data for the exercise is contained in the file:
“WorldPopulationData2019.txt”. This is a text file
that your
program needs to read. Do not edit
this data file.
Each line in the file
contains the population data for a country, given in eight
fields separated by “;”. The country name
is given in the
second field in the line.
For a better view of what the
fields represent, look at the accompanying
equivalent Word file, “WorldPopulationData2019.docx” or the source website of
the data http://statisticstimes.com/demographics/countries-by-population.php.
There is a lot more
useful information you can obtain
from the table
than just the numbers you
see, if you process
them appropriately. This
project requires you
to do some data processing and display the outcomes, by producing a program that
extracts information from
the data and,
where appropriate, generates plots. You are required to provide at least four
operations in your program,
two of which must be:
(1) (i) List the total
populations of the different continents, and
(ii)
plot a pie
chart showing the percentages of these populations.
(2) (i) List the percentage population change in 2019
compared to 2018
for the different countries, in descending order.
Your output should
contain the country
name, the 2019
population and the
percentage change.
(ii) Plot a bar chart or a line
chart showing the changes of the top n countries with
a negative change in percentage terms.
n
is a value
the user can
choose, that allows
the plotting of a
neat chart
that is not overly congested.
You can choose
the other two
operations, except for
printing data in the way they are
given. You can freely
decide what results
to produce, which
may or may not be accompanied by a chart.
There are many possibilities; here are a few more
examples:
-
The user chooses a letter and
your program lists
the countries whose
names start with
that letter, together with
their populations in 2019.
-
Which are the top n countries with
the largest increase in population in 2019?
Get Free Quote!
325 Experts Online