The dataset we'll use describes Euro daily exchange rates between 1999 and 2021. The Dataset contains date and Euro rate corresponding to Australian dollar, Bulgarian lev, Brazilian real, Canadian dollar, Swiss franc, Chinese yuan renminbi, Cypriot pound, Czech koruna, Danish krone, Estonian kroon, UK pound sterling, Greek drachma, Hong Kong dollar, Croatian kuna, Hungarian forint, Indonesian rupiah, Israeli shekel, Indian rupee, Iceland krona, Japanese yen, Korean won, Lithuanian litas, Latvian lats, Maltese lira, Mexican peso, Malaysian ringgit, Norwegian krone, New Zealand dollar, Philippine peso, Polish zloty, Romanian leu, Russian rouble, Swedish krona, Singapore dollar, Slovenian tolar, Slovak koruna, Thai baht, Turkish lira, US dollar, South African rand.
Some currency in the list doesn't exist anymore; it was replaced by the Euro €: Cypriot pound (2007), Estonian kroon (2011), Greek drachma (2002), Lithuanian litas (2015), Latvian lats (2014), Maltese lira (2008), Slovenian tolar (2007), Slovak koruna (2009). Bulgarian lev since 2002 is pegged to the Euro: 1 € = 1.9558 leva.
Acknowledgements All data provided by European Central Bank Statistical Data WareHouse, EXR - Exchange Rates. Dataset is versioned and stays on update. Daria Chemkaeva put together the data set and made it available on Kaggle here
Introduction
Importing the Dataset
Data Cleaning
Euro - Dollar Rate during the 2007 - 2008's Financial Crisis Visualizations
Conclusion