Global Labs-Python - Unit6-Lesson2-GraphingData

Unit 6-

Lesson 2-Graphing Data

PART 1- MatplotLIB Basic Plots

In this lesson we learn how to perform simple data plotting using the Matplotlib library. We plot multiple lines of data on a simple graph and then ensure that the graphs is correctly labeled and includes a title and a legend.

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Lesson1-1-matplotlib

PART 2 - Creating basic line plot from lists

The following program contains data showing the mean temperature in degrees Celsius for DUBLIN AIRPORT over the last 4 years for each month. Plot this data, as shown in the line plot given. Make sure you use all the correct labels and colour the lines as shown in the image.

PART 3- Graphs with two y-axis and multi-graph figures

Create graphs with two y-axis allowing to plot data with the same x-axis on the same graph. Also create graph multiple graphs on the same figure.

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Lesson2-2-MultipleGraphs

PART 4 - Graph the Data

In the following program there are 2 numpy arrays containing data for the UK and Ireland. The first array contains life expectancy data while the second array contains GDP figures. Modify the code so that it is graphed as shown in the sample out. Ensure that the labels, line colours, grids, major and minor ticks are identical to the sample output.

Sample Input & Formatted output

PART 5- Different Types of Graphs

Data can be shown using different types of graphs. Here we review some of the basic types available in MatplotLib, Line graphs, scatter plots, histograms and piecharts.

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Lesson2-3-DifferentGraphTypes

PART 6 - Graph the Data

In the following program there are there is a dataset to be read in and then visualised. Follow each of the steps outlines in the program to process the data so that it appears similar to the sample output provided. Pay attention to the labels, colors and style used.

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