Storytelling Data Visualization on Exchange Rates (Euro-USD)

Hello members, kindly check this my guided project and provide feedback to make it better.

Storytelling Data Visualization on Exchange Rates.ipynb (400.3 KB)

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Hello @abdullahimadabo ,
Your project on Storytelling Data Visualisation is an interesting one. After a quick view on the project, here are a few things I found interesting:

  1. Your introduction was concise and straight to the point.
  2. Data exploration was good as a vital step to further understand the dataset.
  3. You imported matplotlib at cell 11 and 18 as seen here:

The professional way is to import all packages within the first cell at the beginning of your data analysis project.

import pandas as pd
import matplotlib.pyplot as plt
import as style

This is good for code functionality.
4. You had 5 visualisations in total which is good for the size of the project.
5. You can create functions to reduce the codes in cells 18 and 21.
6. Your conclusion was apt.

Well done on your efforts.


Thank you for the feedback.
I really appreciate.

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in addition to what has been said, you can add an image to the introduction to depict the entire project.


What a nice suggestion. Will do that.